id	sid	tid	token	lemma	pos
fumecheng-11903	1	1	11903	11903	NUM
fumecheng-11903	1	2	facta	facta	PROPN
fumecheng-11903	1	3	universitatis	universitatis	PROPN
fumecheng-11903	1	4	series	series	NOUN
fumecheng-11903	1	5	:	:	PUNCT
fumecheng-11903	1	6	mechanical	mechanical	ADJ
fumecheng-11903	1	7	engineering	engineering	NOUN
fumecheng-11903	1	8	vol	vol	NOUN
fumecheng-11903	1	9	.	.	PROPN
fumecheng-11903	1	10	21	21	NUM
fumecheng-11903	1	11	,	,	PUNCT
fumecheng-11903	1	12	no	no	DET
fumecheng-11903	1	13	3	3	NUM
fumecheng-11903	1	14	,	,	PUNCT
fumecheng-11903	1	15	special	special	ADJ
fumecheng-11903	1	16	issue	issue	NOUN
fumecheng-11903	1	17	,	,	PUNCT
fumecheng-11903	1	18	2023	2023	NUM
fumecheng-11903	1	19	,	,	PUNCT
fumecheng-11903	1	20	pp	pp	ADJ
fumecheng-11903	1	21	.	.	PUNCT
fumecheng-11903	2	1	529	529	NUM
fumecheng-11903	2	2	552	552	NUM
fumecheng-11903	2	3	https://doi.org/10.22190/fume230602024	https://doi.org/10.22190/fume230602024	NOUN
fumecheng-11903	2	4	m	m	NOUN
fumecheng-11903	2	5	©	©	PROPN
fumecheng-11903	2	6	2023	2023	NUM
fumecheng-11903	2	7	by	by	ADP
fumecheng-11903	2	8	university	university	PROPN
fumecheng-11903	2	9	of	of	ADP
fumecheng-11903	2	10	niš	niš	PROPN
fumecheng-11903	2	11	,	,	PUNCT
fumecheng-11903	2	12	serbia	serbia	PROPN
fumecheng-11903	2	13	|	|	ADV
fumecheng-11903	2	14	creative	creative	ADJ
fumecheng-11903	2	15	commons	common	NOUN
fumecheng-11903	2	16	license	license	NOUN
fumecheng-11903	2	17	:	:	PUNCT
fumecheng-11903	2	18	cc	cc	VERB
fumecheng-11903	2	19	by	by	ADP
fumecheng-11903	2	20	-	-	PUNCT
fumecheng-11903	2	21	nc	nc	VERB
fumecheng-11903	2	22	-	-	PUNCT
fumecheng-11903	2	23	nd	nd	ADV
fumecheng-11903	2	24	original	original	ADJ
fumecheng-11903	2	25	scientific	scientific	NOUN
fumecheng-11903	2	26	paper	paper	VERB
fumecheng-11903	2	27	a	a	DET
fumecheng-11903	2	28	novel	novel	ADJ
fumecheng-11903	2	29	discrete	discrete	ADJ
fumecheng-11903	2	30	rat	rat	NOUN
fumecheng-11903	2	31	swarm	swarm	NOUN
fumecheng-11903	2	32	optimization	optimization	NOUN
fumecheng-11903	2	33	algorithm	algorithm	NOUN
fumecheng-11903	2	34	for	for	ADP
fumecheng-11903	2	35	the	the	DET
fumecheng-11903	2	36	quadratic	quadratic	ADJ
fumecheng-11903	2	37	assignment	assignment	NOUN
fumecheng-11903	2	38	problem	problem	NOUN
fumecheng-11903	2	39	toufik	toufik	PROPN
fumecheng-11903	2	40	mzili1	mzili1	NOUN
fumecheng-11903	2	41	,	,	PUNCT
fumecheng-11903	2	42	ilyass	ilyass	NOUN
fumecheng-11903	2	43	mzili2	mzili2	NOUN
fumecheng-11903	2	44	,	,	PUNCT
fumecheng-11903	2	45	mohammed	mohammed	PROPN
fumecheng-11903	2	46	essaid	essaid	VERB
fumecheng-11903	2	47	riffi1	riffi1	PROPN
fumecheng-11903	2	48	,	,	PUNCT
fumecheng-11903	2	49	dragan	dragan	VERB
fumecheng-11903	2	50	pamucar3,4	pamucar3,4	PROPN
fumecheng-11903	2	51	,	,	PUNCT
fumecheng-11903	2	52	vladimir	vladimir	PROPN
fumecheng-11903	2	53	simic5	simic5	PROPN
fumecheng-11903	2	54	,	,	PUNCT
fumecheng-11903	2	55	mohamed	mohamed	PROPN
fumecheng-11903	2	56	kurdi6	kurdi6	PROPN
fumecheng-11903	3	1	1department	1department	NUM
fumecheng-11903	3	2	of	of	ADP
fumecheng-11903	3	3	computer	computer	NOUN
fumecheng-11903	3	4	science	science	NOUN
fumecheng-11903	3	5	,	,	PUNCT
fumecheng-11903	3	6	faculty	faculty	NOUN
fumecheng-11903	3	7	of	of	ADP
fumecheng-11903	3	8	science	science	NOUN
fumecheng-11903	3	9	,	,	PUNCT
fumecheng-11903	3	10	chouaib	chouaib	PROPN
fumecheng-11903	3	11	doukkali	doukkali	PROPN
fumecheng-11903	3	12	university	university	PROPN
fumecheng-11903	3	13	,	,	PUNCT
fumecheng-11903	3	14	ei	ei	PROPN
fumecheng-11903	3	15	jadida	jadida	PROPN
fumecheng-11903	3	16	,	,	PUNCT
fumecheng-11903	3	17	morocco	morocco	PROPN
fumecheng-11903	3	18	2department	2department	NUM
fumecheng-11903	3	19	of	of	ADP
fumecheng-11903	3	20	management	management	NOUN
fumecheng-11903	3	21	,	,	PUNCT
fumecheng-11903	3	22	faculty	faculty	NOUN
fumecheng-11903	3	23	of	of	ADP
fumecheng-11903	3	24	economics	economic	NOUN
fumecheng-11903	3	25	and	and	CCONJ
fumecheng-11903	3	26	management	management	NOUN
fumecheng-11903	3	27	,	,	PUNCT
fumecheng-11903	3	28	hassan	hassan	PROPN
fumecheng-11903	3	29	first	first	ADJ
fumecheng-11903	3	30	university	university	NOUN
fumecheng-11903	3	31	,	,	PUNCT
fumecheng-11903	3	32	settat	settat	PROPN
fumecheng-11903	3	33	,	,	PUNCT
fumecheng-11903	3	34	morocco	morocco	PROPN
fumecheng-11903	3	35	3department	3department	NUM
fumecheng-11903	3	36	of	of	ADP
fumecheng-11903	3	37	operations	operation	NOUN
fumecheng-11903	3	38	research	research	NOUN
fumecheng-11903	3	39	and	and	CCONJ
fumecheng-11903	3	40	statistics	statistic	NOUN
fumecheng-11903	3	41	,	,	PUNCT
fumecheng-11903	3	42	faculty	faculty	NOUN
fumecheng-11903	3	43	of	of	ADP
fumecheng-11903	3	44	organizational	organizational	ADJ
fumecheng-11903	3	45	sciences	science	NOUN
fumecheng-11903	3	46	,	,	PUNCT
fumecheng-11903	3	47	university	university	NOUN
fumecheng-11903	3	48	of	of	ADP
fumecheng-11903	3	49	belgrade	belgrade	PROPN
fumecheng-11903	3	50	,	,	PUNCT
fumecheng-11903	3	51	belgrade	belgrade	PROPN
fumecheng-11903	3	52	,	,	PUNCT
fumecheng-11903	3	53	serbia	serbia	PROPN
fumecheng-11903	3	54	4college	4college	PROPN
fumecheng-11903	3	55	of	of	ADP
fumecheng-11903	3	56	engineering	engineering	PROPN
fumecheng-11903	3	57	,	,	PUNCT
fumecheng-11903	3	58	yuan	yuan	PROPN
fumecheng-11903	3	59	ze	ze	PROPN
fumecheng-11903	3	60	university	university	PROPN
fumecheng-11903	3	61	,	,	PUNCT
fumecheng-11903	3	62	taiwan	taiwan	PROPN
fumecheng-11903	3	63	5faculty	5faculty	NUM
fumecheng-11903	3	64	of	of	ADP
fumecheng-11903	3	65	transport	transport	NOUN
fumecheng-11903	3	66	and	and	CCONJ
fumecheng-11903	3	67	traffic	traffic	NOUN
fumecheng-11903	3	68	engineering	engineering	NOUN
fumecheng-11903	3	69	,	,	PUNCT
fumecheng-11903	3	70	university	university	PROPN
fumecheng-11903	3	71	of	of	ADP
fumecheng-11903	3	72	belgrade	belgrade	PROPN
fumecheng-11903	3	73	,	,	PUNCT
fumecheng-11903	3	74	belgrade	belgrade	PROPN
fumecheng-11903	3	75	,	,	PUNCT
fumecheng-11903	3	76	serbia	serbia	PROPN
fumecheng-11903	3	77	6faculty	6faculty	PROPN
fumecheng-11903	3	78	of	of	ADP
fumecheng-11903	3	79	informatics	informatics	PROPN
fumecheng-11903	3	80	engineering	engineering	PROPN
fumecheng-11903	3	81	,	,	PUNCT
fumecheng-11903	3	82	idlib	idlib	PROPN
fumecheng-11903	3	83	university	university	PROPN
fumecheng-11903	3	84	,	,	PUNCT
fumecheng-11903	3	85	idlib	idlib	PROPN
fumecheng-11903	3	86	,	,	PUNCT
fumecheng-11903	3	87	syria	syria	PROPN
fumecheng-11903	3	88	abstract	abstract	NOUN
fumecheng-11903	3	89	.	.	PUNCT
fumecheng-11903	4	1	the	the	DET
fumecheng-11903	4	2	quadratic	quadratic	ADJ
fumecheng-11903	4	3	assignment	assignment	NOUN
fumecheng-11903	4	4	problem	problem	NOUN
fumecheng-11903	4	5	(	(	PUNCT
fumecheng-11903	4	6	qap	qap	NOUN
fumecheng-11903	4	7	)	)	PUNCT
fumecheng-11903	4	8	is	be	AUX
fumecheng-11903	4	9	an	an	DET
fumecheng-11903	4	10	np	np	NOUN
fumecheng-11903	4	11	-	-	PUNCT
fumecheng-11903	4	12	hard	hard	ADJ
fumecheng-11903	4	13	problem	problem	NOUN
fumecheng-11903	4	14	with	with	ADP
fumecheng-11903	4	15	a	a	DET
fumecheng-11903	4	16	wide	wide	ADJ
fumecheng-11903	4	17	range	range	NOUN
fumecheng-11903	4	18	of	of	ADP
fumecheng-11903	4	19	applications	application	NOUN
fumecheng-11903	4	20	in	in	ADP
fumecheng-11903	4	21	many	many	ADJ
fumecheng-11903	4	22	real	real	ADJ
fumecheng-11903	4	23	-	-	PUNCT
fumecheng-11903	4	24	world	world	NOUN
fumecheng-11903	4	25	applications	application	NOUN
fumecheng-11903	4	26	.	.	PUNCT
fumecheng-11903	5	1	this	this	DET
fumecheng-11903	5	2	study	study	NOUN
fumecheng-11903	5	3	introduces	introduce	VERB
fumecheng-11903	5	4	a	a	DET
fumecheng-11903	5	5	discrete	discrete	ADJ
fumecheng-11903	5	6	rat	rat	NOUN
fumecheng-11903	5	7	swarm	swarm	NOUN
fumecheng-11903	5	8	optimizer	optimizer	NOUN
fumecheng-11903	5	9	(	(	PUNCT
fumecheng-11903	5	10	drso)algorithm	drso)algorithm	PROPN
fumecheng-11903	5	11	for	for	ADP
fumecheng-11903	5	12	the	the	DET
fumecheng-11903	5	13	first	first	ADJ
fumecheng-11903	5	14	time	time	NOUN
fumecheng-11903	5	15	as	as	ADP
fumecheng-11903	5	16	a	a	DET
fumecheng-11903	5	17	solution	solution	NOUN
fumecheng-11903	5	18	to	to	ADP
fumecheng-11903	5	19	the	the	DET
fumecheng-11903	5	20	qap	qap	NOUN
fumecheng-11903	5	21	and	and	CCONJ
fumecheng-11903	5	22	demonstrates	demonstrate	VERB
fumecheng-11903	5	23	its	its	PRON
fumecheng-11903	5	24	effectiveness	effectiveness	NOUN
fumecheng-11903	5	25	in	in	ADP
fumecheng-11903	5	26	terms	term	NOUN
fumecheng-11903	5	27	of	of	ADP
fumecheng-11903	5	28	solution	solution	NOUN
fumecheng-11903	5	29	quality	quality	NOUN
fumecheng-11903	5	30	and	and	CCONJ
fumecheng-11903	5	31	computational	computational	ADJ
fumecheng-11903	5	32	efficiency	efficiency	NOUN
fumecheng-11903	5	33	.	.	PUNCT
fumecheng-11903	6	1	to	to	PART
fumecheng-11903	6	2	address	address	VERB
fumecheng-11903	6	3	the	the	DET
fumecheng-11903	6	4	combinatorial	combinatorial	ADJ
fumecheng-11903	6	5	nature	nature	NOUN
fumecheng-11903	6	6	of	of	ADP
fumecheng-11903	6	7	the	the	DET
fumecheng-11903	6	8	qap	qap	NOUN
fumecheng-11903	6	9	,	,	PUNCT
fumecheng-11903	6	10	a	a	DET
fumecheng-11903	6	11	mapping	mapping	NOUN
fumecheng-11903	6	12	strategy	strategy	NOUN
fumecheng-11903	6	13	is	be	AUX
fumecheng-11903	6	14	introduced	introduce	VERB
fumecheng-11903	6	15	to	to	PART
fumecheng-11903	6	16	convert	convert	VERB
fumecheng-11903	6	17	real	real	ADJ
fumecheng-11903	6	18	values	value	NOUN
fumecheng-11903	6	19	into	into	ADP
fumecheng-11903	6	20	discrete	discrete	ADJ
fumecheng-11903	6	21	values	value	NOUN
fumecheng-11903	6	22	,	,	PUNCT
fumecheng-11903	6	23	and	and	CCONJ
fumecheng-11903	6	24	mathematical	mathematical	ADJ
fumecheng-11903	6	25	operators	operator	NOUN
fumecheng-11903	6	26	are	be	AUX
fumecheng-11903	6	27	redefined	redefine	VERB
fumecheng-11903	6	28	to	to	PART
fumecheng-11903	6	29	make	make	VERB
fumecheng-11903	6	30	then	then	ADV
fumecheng-11903	6	31	suitable	suitable	ADJ
fumecheng-11903	6	32	for	for	ADP
fumecheng-11903	6	33	combinatorial	combinatorial	ADJ
fumecheng-11903	6	34	problems	problem	NOUN
fumecheng-11903	6	35	.	.	PUNCT
fumecheng-11903	7	1	additionally	additionally	ADV
fumecheng-11903	7	2	,	,	PUNCT
fumecheng-11903	7	3	a	a	DET
fumecheng-11903	7	4	solution	solution	NOUN
fumecheng-11903	7	5	quality	quality	NOUN
fumecheng-11903	7	6	improvement	improvement	NOUN
fumecheng-11903	7	7	strategy	strategy	NOUN
fumecheng-11903	7	8	based	base	VERB
fumecheng-11903	7	9	on	on	ADP
fumecheng-11903	7	10	local	local	ADJ
fumecheng-11903	7	11	search	search	NOUN
fumecheng-11903	7	12	heuristics	heuristic	NOUN
fumecheng-11903	7	13	such	such	ADJ
fumecheng-11903	7	14	as	as	ADP
fumecheng-11903	7	15	2	2	NUM
fumecheng-11903	7	16	-	-	PUNCT
fumecheng-11903	7	17	opt	opt	NOUN
fumecheng-11903	7	18	and	and	CCONJ
fumecheng-11903	7	19	3	3	NUM
fumecheng-11903	7	20	-	-	PUNCT
fumecheng-11903	7	21	opt	opt	NOUN
fumecheng-11903	7	22	is	be	AUX
fumecheng-11903	7	23	proposed	propose	VERB
fumecheng-11903	7	24	.	.	PUNCT
fumecheng-11903	8	1	simulations	simulation	NOUN
fumecheng-11903	8	2	with	with	ADP
fumecheng-11903	8	3	test	test	NOUN
fumecheng-11903	8	4	instances	instance	NOUN
fumecheng-11903	8	5	from	from	ADP
fumecheng-11903	8	6	the	the	DET
fumecheng-11903	8	7	qaplib	qaplib	PROPN
fumecheng-11903	8	8	test	test	NOUN
fumecheng-11903	8	9	library	library	PROPN
fumecheng-11903	8	10	validate	validate	VERB
fumecheng-11903	8	11	the	the	DET
fumecheng-11903	8	12	effectiveness	effectiveness	NOUN
fumecheng-11903	8	13	of	of	ADP
fumecheng-11903	8	14	the	the	DET
fumecheng-11903	8	15	drso	drso	PROPN
fumecheng-11903	8	16	algorithm	algorithm	NOUN
fumecheng-11903	8	17	,	,	PUNCT
fumecheng-11903	8	18	and	and	CCONJ
fumecheng-11903	8	19	statistical	statistical	ADJ
fumecheng-11903	8	20	analysis	analysis	NOUN
fumecheng-11903	8	21	using	use	VERB
fumecheng-11903	8	22	the	the	DET
fumecheng-11903	8	23	wilcoxon	wilcoxon	PROPN
fumecheng-11903	8	24	parametric	parametric	PROPN
fumecheng-11903	8	25	test	test	NOUN
fumecheng-11903	8	26	confirms	confirm	VERB
fumecheng-11903	8	27	its	its	PRON
fumecheng-11903	8	28	performance	performance	NOUN
fumecheng-11903	8	29	.	.	PUNCT
fumecheng-11903	9	1	comparative	comparative	ADJ
fumecheng-11903	9	2	analysis	analysis	NOUN
fumecheng-11903	9	3	with	with	ADP
fumecheng-11903	9	4	other	other	ADJ
fumecheng-11903	9	5	algorithms	algorithm	NOUN
fumecheng-11903	9	6	demonstrates	demonstrate	VERB
fumecheng-11903	9	7	the	the	DET
fumecheng-11903	9	8	superior	superior	ADJ
fumecheng-11903	9	9	performance	performance	NOUN
fumecheng-11903	9	10	of	of	ADP
fumecheng-11903	9	11	drso	drso	NOUN
fumecheng-11903	9	12	in	in	ADP
fumecheng-11903	9	13	terms	term	NOUN
fumecheng-11903	9	14	of	of	ADP
fumecheng-11903	9	15	solution	solution	NOUN
fumecheng-11903	9	16	quality	quality	NOUN
fumecheng-11903	9	17	,	,	PUNCT
fumecheng-11903	9	18	convergence	convergence	NOUN
fumecheng-11903	9	19	speed	speed	NOUN
fumecheng-11903	9	20	,	,	PUNCT
fumecheng-11903	9	21	and	and	CCONJ
fumecheng-11903	9	22	deviation	deviation	NOUN
fumecheng-11903	9	23	from	from	ADP
fumecheng-11903	9	24	the	the	DET
fumecheng-11903	9	25	best	well	ADV
fumecheng-11903	9	26	-	-	PUNCT
fumecheng-11903	9	27	known	know	VERB
fumecheng-11903	9	28	values	value	NOUN
fumecheng-11903	9	29	,	,	PUNCT
fumecheng-11903	9	30	making	make	VERB
fumecheng-11903	9	31	it	it	PRON
fumecheng-11903	9	32	a	a	DET
fumecheng-11903	9	33	promising	promising	ADJ
fumecheng-11903	9	34	approach	approach	NOUN
fumecheng-11903	9	35	for	for	ADP
fumecheng-11903	9	36	solving	solve	VERB
fumecheng-11903	9	37	the	the	DET
fumecheng-11903	9	38	qap	qap	NOUN
fumecheng-11903	9	39	.	.	PUNCT
fumecheng-11903	10	1	key	key	ADJ
fumecheng-11903	10	2	words	word	NOUN
fumecheng-11903	10	3	:	:	PUNCT
fumecheng-11903	10	4	discrete	discrete	ADJ
fumecheng-11903	10	5	rat	rat	NOUN
fumecheng-11903	10	6	swarm	swarm	NOUN
fumecheng-11903	10	7	optimizer	optimizer	NOUN
fumecheng-11903	10	8	,	,	PUNCT
fumecheng-11903	10	9	quadratic	quadratic	ADJ
fumecheng-11903	10	10	assignment	assignment	NOUN
fumecheng-11903	10	11	problem	problem	NOUN
fumecheng-11903	10	12	,	,	PUNCT
fumecheng-11903	10	13	combinatorial	combinatorial	ADJ
fumecheng-11903	10	14	optimization	optimization	NOUN
fumecheng-11903	10	15	,	,	PUNCT
fumecheng-11903	10	16	swarm	swarm	NOUN
fumecheng-11903	10	17	intelligence	intelligence	NOUN
fumecheng-11903	10	18	received	receive	VERB
fumecheng-11903	10	19	:	:	PUNCT
fumecheng-11903	10	20	june	june	PROPN
fumecheng-11903	10	21	02	02	NUM
fumecheng-11903	10	22	,	,	PUNCT
fumecheng-11903	10	23	2023	2023	NUM
fumecheng-11903	10	24	/	/	PUNCT
fumecheng-11903	10	25	accepted	accept	VERB
fumecheng-11903	10	26	august	august	PROPN
fumecheng-11903	10	27	10	10	NUM
fumecheng-11903	10	28	,	,	PUNCT
fumecheng-11903	10	29	2023	2023	NUM
fumecheng-11903	10	30	corresponding	correspond	VERB
fumecheng-11903	10	31	author	author	NOUN
fumecheng-11903	10	32	:	:	PUNCT
fumecheng-11903	10	33	toufik	toufik	PROPN
fumecheng-11903	10	34	mzili	mzili	PROPN
fumecheng-11903	10	35	department	department	PROPN
fumecheng-11903	10	36	of	of	ADP
fumecheng-11903	10	37	computer	computer	NOUN
fumecheng-11903	10	38	science	science	NOUN
fumecheng-11903	10	39	,	,	PUNCT
fumecheng-11903	10	40	faculty	faculty	NOUN
fumecheng-11903	10	41	of	of	ADP
fumecheng-11903	10	42	science	science	NOUN
fumecheng-11903	10	43	,	,	PUNCT
fumecheng-11903	10	44	chouaib	chouaib	PROPN
fumecheng-11903	10	45	doukkali	doukkali	PROPN
fumecheng-11903	10	46	university	university	PROPN
fumecheng-11903	10	47	,	,	PUNCT
fumecheng-11903	10	48	avenue	avenue	PROPN
fumecheng-11903	10	49	jabran	jabran	PROPN
fumecheng-11903	10	50	khalil	khalil	PROPN
fumecheng-11903	10	51	jabran	jabran	PROPN
fumecheng-11903	10	52	,	,	PUNCT
fumecheng-11903	10	53	b.p	b.p	PROPN
fumecheng-11903	10	54	299	299	NUM
fumecheng-11903	10	55	-	-	SYM
fumecheng-11903	10	56	24000	24000	NUM
fumecheng-11903	10	57	,	,	PUNCT
fumecheng-11903	10	58	el	el	PROPN
fumecheng-11903	10	59	jadida	jadida	PROPN
fumecheng-11903	10	60	,	,	PUNCT
fumecheng-11903	10	61	morocco	morocco	PROPN
fumecheng-11903	10	62	e	e	PROPN
fumecheng-11903	10	63	-	-	NOUN
fumecheng-11903	10	64	mail	mail	NOUN
fumecheng-11903	10	65	:	:	PUNCT
fumecheng-11903	10	66	mzili.t@ucd.ac.ma	mzili.t@ucd.ac.ma	VERB
fumecheng-11903	10	67	530	530	NUM
fumecheng-11903	10	68	t.	t.	PROPN
fumecheng-11903	10	69	mzili	mzili	NOUN
fumecheng-11903	10	70	,	,	PUNCT
fumecheng-11903	10	71	i.	i.	PROPN
fumecheng-11903	10	72	mzili	mzili	PROPN
fumecheng-11903	10	73	,	,	PUNCT
fumecheng-11903	10	74	m.e	m.e	PROPN
fumecheng-11903	10	75	.	.	PROPN
fumecheng-11903	10	76	riffi	riffi	PROPN
fumecheng-11903	10	77	,	,	PUNCT
fumecheng-11903	10	78	d.	d.	PROPN
fumecheng-11903	10	79	pamucar	pamucar	PROPN
fumecheng-11903	10	80	,	,	PUNCT
fumecheng-11903	10	81	v.	v.	PROPN
fumecheng-11903	10	82	simic	simic	PROPN
fumecheng-11903	10	83	,	,	PUNCT
fumecheng-11903	11	1	m.	m.	NOUN
fumecheng-11903	11	2	kurdi	kurdi	PROPN
fumecheng-11903	11	3	1	1	X
fumecheng-11903	11	4	.	.	PUNCT
fumecheng-11903	11	5	introduction	introduction	NOUN
fumecheng-11903	11	6	the	the	DET
fumecheng-11903	11	7	quadratic	quadratic	ADJ
fumecheng-11903	11	8	assignment	assignment	NOUN
fumecheng-11903	11	9	problem	problem	NOUN
fumecheng-11903	11	10	(	(	PUNCT
fumecheng-11903	11	11	qap	qap	NOUN
fumecheng-11903	11	12	)	)	PUNCT
fumecheng-11903	11	13	is	be	AUX
fumecheng-11903	11	14	a	a	DET
fumecheng-11903	11	15	typical	typical	ADJ
fumecheng-11903	11	16	combinatorial	combinatorial	ADJ
fumecheng-11903	11	17	optimization	optimization	NOUN
fumecheng-11903	11	18	problem	problem	NOUN
fumecheng-11903	11	19	and	and	CCONJ
fumecheng-11903	11	20	also	also	ADV
fumecheng-11903	11	21	an	an	DET
fumecheng-11903	11	22	np	np	ADJ
fumecheng-11903	11	23	-	-	PUNCT
fumecheng-11903	11	24	hard	hard	ADJ
fumecheng-11903	11	25	problem	problem	NOUN
fumecheng-11903	11	26	.	.	PUNCT
fumecheng-11903	12	1	since	since	SCONJ
fumecheng-11903	12	2	1957	1957	NUM
fumecheng-11903	12	3	,	,	PUNCT
fumecheng-11903	12	4	when	when	SCONJ
fumecheng-11903	12	5	koopmans	koopman	NOUN
fumecheng-11903	12	6	and	and	CCONJ
fumecheng-11903	12	7	beckmann	beckmann	PROPN
fumecheng-11903	12	8	[	[	X
fumecheng-11903	12	9	1	1	NUM
fumecheng-11903	12	10	]	]	PUNCT
fumecheng-11903	12	11	first	first	ADV
fumecheng-11903	12	12	presented	present	VERB
fumecheng-11903	12	13	the	the	DET
fumecheng-11903	12	14	quadratic	quadratic	ADJ
fumecheng-11903	12	15	assignment	assignment	NOUN
fumecheng-11903	12	16	problem	problem	NOUN
fumecheng-11903	12	17	as	as	ADP
fumecheng-11903	12	18	a	a	DET
fumecheng-11903	12	19	combinatorial	combinatorial	ADJ
fumecheng-11903	12	20	optimization	optimization	NOUN
fumecheng-11903	12	21	problem	problem	NOUN
fumecheng-11903	12	22	,	,	PUNCT
fumecheng-11903	12	23	it	it	PRON
fumecheng-11903	12	24	has	have	AUX
fumecheng-11903	12	25	attracted	attract	VERB
fumecheng-11903	12	26	much	much	ADJ
fumecheng-11903	12	27	attention	attention	NOUN
fumecheng-11903	12	28	and	and	CCONJ
fumecheng-11903	12	29	research	research	NOUN
fumecheng-11903	12	30	from	from	ADP
fumecheng-11903	12	31	researchers	researcher	NOUN
fumecheng-11903	12	32	in	in	ADP
fumecheng-11903	12	33	mathematics	mathematic	NOUN
fumecheng-11903	12	34	,	,	PUNCT
fumecheng-11903	12	35	computer	computer	NOUN
fumecheng-11903	12	36	science	science	NOUN
fumecheng-11903	12	37	,	,	PUNCT
fumecheng-11903	12	38	and	and	CCONJ
fumecheng-11903	12	39	many	many	ADJ
fumecheng-11903	12	40	other	other	ADJ
fumecheng-11903	12	41	applications	application	NOUN
fumecheng-11903	12	42	.	.	PUNCT
fumecheng-11903	13	1	on	on	ADP
fumecheng-11903	13	2	the	the	DET
fumecheng-11903	13	3	one	one	NUM
fumecheng-11903	13	4	hand	hand	NOUN
fumecheng-11903	13	5	,	,	PUNCT
fumecheng-11903	13	6	quadratic	quadratic	ADJ
fumecheng-11903	13	7	assignment	assignment	NOUN
fumecheng-11903	13	8	problems	problem	NOUN
fumecheng-11903	13	9	are	be	AUX
fumecheng-11903	13	10	widely	widely	ADV
fumecheng-11903	13	11	used	use	VERB
fumecheng-11903	13	12	in	in	ADP
fumecheng-11903	13	13	practice	practice	NOUN
fumecheng-11903	13	14	,	,	PUNCT
fumecheng-11903	13	15	and	and	CCONJ
fumecheng-11903	13	16	many	many	ADJ
fumecheng-11903	13	17	real	real	ADJ
fumecheng-11903	13	18	-	-	PUNCT
fumecheng-11903	13	19	world	world	NOUN
fumecheng-11903	13	20	problems	problem	NOUN
fumecheng-11903	13	21	can	can	AUX
fumecheng-11903	13	22	be	be	AUX
fumecheng-11903	13	23	formalized	formalize	VERB
fumecheng-11903	13	24	as	as	ADP
fumecheng-11903	13	25	quadratic	quadratic	ADJ
fumecheng-11903	13	26	assignment	assignment	NOUN
fumecheng-11903	13	27	problems	problem	NOUN
fumecheng-11903	13	28	,	,	PUNCT
fumecheng-11903	13	29	such	such	ADJ
fumecheng-11903	13	30	as	as	ADP
fumecheng-11903	13	31	integrated	integrated	ADJ
fumecheng-11903	13	32	circuit	circuit	NOUN
fumecheng-11903	13	33	wiring	wiring	NOUN
fumecheng-11903	14	1	[	[	PUNCT
fumecheng-11903	14	2	2	2	NUM
fumecheng-11903	14	3	-	-	SYM
fumecheng-11903	14	4	3	3	NUM
fumecheng-11903	14	5	]	]	PUNCT
fumecheng-11903	14	6	,	,	PUNCT
fumecheng-11903	14	7	factory	factory	NOUN
fumecheng-11903	14	8	location	location	NOUN
fumecheng-11903	14	9	layout	layout	NOUN
fumecheng-11903	15	1	[	[	X
fumecheng-11903	15	2	4	4	NUM
fumecheng-11903	15	3	]	]	PUNCT
fumecheng-11903	15	4	,	,	PUNCT
fumecheng-11903	15	5	typewriter	typewriter	NOUN
fumecheng-11903	15	6	keyboard	keyboard	NOUN
fumecheng-11903	15	7	design	design	NOUN
fumecheng-11903	15	8	,	,	PUNCT
fumecheng-11903	15	9	task	task	NOUN
fumecheng-11903	15	10	scheduling	scheduling	NOUN
fumecheng-11903	15	11	[	[	X
fumecheng-11903	15	12	5	5	NUM
fumecheng-11903	15	13	-	-	SYM
fumecheng-11903	15	14	6	6	NUM
fumecheng-11903	15	15	]	]	PUNCT
fumecheng-11903	15	16	,	,	PUNCT
fumecheng-11903	15	17	etc	etc	X
fumecheng-11903	15	18	.	.	X
fumecheng-11903	16	1	on	on	ADP
fumecheng-11903	16	2	the	the	DET
fumecheng-11903	16	3	other	other	ADJ
fumecheng-11903	16	4	hand	hand	NOUN
fumecheng-11903	16	5	,	,	PUNCT
fumecheng-11903	16	6	some	some	DET
fumecheng-11903	16	7	classical	classical	ADJ
fumecheng-11903	16	8	np	np	ADJ
fumecheng-11903	16	9	-	-	ADJ
fumecheng-11903	16	10	hard	hard	ADJ
fumecheng-11903	16	11	combinatorial	combinatorial	ADJ
fumecheng-11903	16	12	optimization	optimization	NOUN
fumecheng-11903	16	13	problems	problem	NOUN
fumecheng-11903	16	14	,	,	PUNCT
fumecheng-11903	16	15	such	such	ADJ
fumecheng-11903	16	16	as	as	ADP
fumecheng-11903	16	17	the	the	DET
fumecheng-11903	16	18	traveling	travel	VERB
fumecheng-11903	16	19	salesman	salesman	NOUN
fumecheng-11903	16	20	problem	problem	NOUN
fumecheng-11903	16	21	,	,	PUNCT
fumecheng-11903	16	22	the	the	DET
fumecheng-11903	16	23	triangulation	triangulation	NOUN
fumecheng-11903	16	24	problem	problem	NOUN
fumecheng-11903	16	25	,	,	PUNCT
fumecheng-11903	16	26	and	and	CCONJ
fumecheng-11903	16	27	the	the	DET
fumecheng-11903	16	28	max	max	PROPN
fumecheng-11903	16	29	clique	clique	PROPN
fumecheng-11903	16	30	problem	problem	NOUN
fumecheng-11903	16	31	,	,	PUNCT
fumecheng-11903	16	32	can	can	AUX
fumecheng-11903	16	33	also	also	ADV
fumecheng-11903	16	34	be	be	AUX
fumecheng-11903	16	35	transformed	transform	VERB
fumecheng-11903	16	36	into	into	ADP
fumecheng-11903	16	37	quadratic	quadratic	ADJ
fumecheng-11903	16	38	assignment	assignment	NOUN
fumecheng-11903	16	39	problems	problem	NOUN
fumecheng-11903	16	40	[	[	X
fumecheng-11903	16	41	7	7	NUM
fumecheng-11903	16	42	-	-	SYM
fumecheng-11903	16	43	11	11	NUM
fumecheng-11903	16	44	]	]	PUNCT
fumecheng-11903	16	45	.	.	PUNCT
fumecheng-11903	17	1	therefore	therefore	ADV
fumecheng-11903	17	2	,	,	PUNCT
fumecheng-11903	17	3	it	it	PRON
fumecheng-11903	17	4	is	be	AUX
fumecheng-11903	17	5	of	of	ADP
fumecheng-11903	17	6	great	great	ADJ
fumecheng-11903	17	7	theoretical	theoretical	ADJ
fumecheng-11903	17	8	and	and	CCONJ
fumecheng-11903	17	9	practical	practical	ADJ
fumecheng-11903	17	10	importance	importance	NOUN
fumecheng-11903	17	11	to	to	PART
fumecheng-11903	17	12	find	find	VERB
fumecheng-11903	17	13	an	an	DET
fumecheng-11903	17	14	efficient	efficient	ADJ
fumecheng-11903	17	15	algorithm	algorithm	NOUN
fumecheng-11903	17	16	to	to	PART
fumecheng-11903	17	17	solve	solve	VERB
fumecheng-11903	17	18	the	the	DET
fumecheng-11903	17	19	quadratic	quadratic	ADJ
fumecheng-11903	17	20	assignment	assignment	NOUN
fumecheng-11903	17	21	problem	problem	NOUN
fumecheng-11903	17	22	.	.	PUNCT
fumecheng-11903	18	1	traditional	traditional	ADJ
fumecheng-11903	18	2	methods	method	NOUN
fumecheng-11903	18	3	for	for	ADP
fumecheng-11903	18	4	solving	solve	VERB
fumecheng-11903	18	5	quadratic	quadratic	ADJ
fumecheng-11903	18	6	assignment	assignment	NOUN
fumecheng-11903	18	7	problems	problem	NOUN
fumecheng-11903	18	8	can	can	AUX
fumecheng-11903	18	9	be	be	AUX
fumecheng-11903	18	10	divided	divide	VERB
fumecheng-11903	18	11	into	into	ADP
fumecheng-11903	18	12	two	two	NUM
fumecheng-11903	18	13	categories	category	NOUN
fumecheng-11903	18	14	:	:	PUNCT
fumecheng-11903	18	15	exact	exact	ADJ
fumecheng-11903	18	16	algorithms	algorithm	NOUN
fumecheng-11903	18	17	and	and	CCONJ
fumecheng-11903	18	18	approximate	approximate	ADJ
fumecheng-11903	18	19	algorithms	algorithm	NOUN
fumecheng-11903	18	20	.	.	PUNCT
fumecheng-11903	19	1	exact	exact	ADJ
fumecheng-11903	19	2	algorithms	algorithm	NOUN
fumecheng-11903	19	3	are	be	AUX
fumecheng-11903	19	4	able	able	ADJ
fumecheng-11903	19	5	to	to	PART
fumecheng-11903	19	6	find	find	VERB
fumecheng-11903	19	7	the	the	DET
fumecheng-11903	19	8	global	global	ADJ
fumecheng-11903	19	9	optimal	optimal	ADJ
fumecheng-11903	19	10	solution	solution	NOUN
fumecheng-11903	19	11	,	,	PUNCT
fumecheng-11903	19	12	but	but	CCONJ
fumecheng-11903	19	13	the	the	DET
fumecheng-11903	19	14	time	time	NOUN
fumecheng-11903	19	15	required	require	VERB
fumecheng-11903	19	16	increases	increase	NOUN
fumecheng-11903	19	17	sharply	sharply	ADV
fumecheng-11903	19	18	with	with	ADP
fumecheng-11903	19	19	the	the	DET
fumecheng-11903	19	20	size	size	NOUN
fumecheng-11903	19	21	of	of	ADP
fumecheng-11903	19	22	the	the	DET
fumecheng-11903	19	23	problem	problem	NOUN
fumecheng-11903	19	24	and	and	CCONJ
fumecheng-11903	19	25	is	be	AUX
fumecheng-11903	19	26	not	not	PART
fumecheng-11903	19	27	suitable	suitable	ADJ
fumecheng-11903	19	28	for	for	ADP
fumecheng-11903	19	29	practical	practical	ADJ
fumecheng-11903	19	30	applications	application	NOUN
fumecheng-11903	19	31	.	.	PUNCT
fumecheng-11903	20	1	approximate	approximate	ADJ
fumecheng-11903	20	2	algorithms	algorithm	NOUN
fumecheng-11903	20	3	trade	trade	NOUN
fumecheng-11903	20	4	accuracy	accuracy	NOUN
fumecheng-11903	20	5	for	for	ADP
fumecheng-11903	20	6	time	time	NOUN
fumecheng-11903	20	7	,	,	PUNCT
fumecheng-11903	20	8	seeking	seek	VERB
fumecheng-11903	20	9	to	to	PART
fumecheng-11903	20	10	find	find	VERB
fumecheng-11903	20	11	a	a	DET
fumecheng-11903	20	12	feasible	feasible	ADJ
fumecheng-11903	20	13	solution	solution	NOUN
fumecheng-11903	20	14	as	as	ADV
fumecheng-11903	20	15	close	close	ADJ
fumecheng-11903	20	16	as	as	ADP
fumecheng-11903	20	17	possible	possible	ADJ
fumecheng-11903	20	18	to	to	ADP
fumecheng-11903	20	19	the	the	DET
fumecheng-11903	20	20	optimal	optimal	ADJ
fumecheng-11903	20	21	solution	solution	NOUN
fumecheng-11903	20	22	in	in	ADP
fumecheng-11903	20	23	a	a	DET
fumecheng-11903	20	24	reasonable	reasonable	ADJ
fumecheng-11903	20	25	amount	amount	NOUN
fumecheng-11903	20	26	of	of	ADP
fumecheng-11903	20	27	computation	computation	NOUN
fumecheng-11903	20	28	time	time	NOUN
fumecheng-11903	20	29	.	.	PUNCT
fumecheng-11903	21	1	heuristics	heuristic	NOUN
fumecheng-11903	21	2	,	,	PUNCT
fumecheng-11903	21	3	as	as	ADP
fumecheng-11903	21	4	typical	typical	ADJ
fumecheng-11903	21	5	approximation	approximation	NOUN
fumecheng-11903	21	6	algorithms	algorithm	NOUN
fumecheng-11903	21	7	,	,	PUNCT
fumecheng-11903	21	8	suffer	suffer	VERB
fumecheng-11903	21	9	from	from	ADP
fumecheng-11903	21	10	poor	poor	ADJ
fumecheng-11903	21	11	adaptability	adaptability	NOUN
fumecheng-11903	21	12	and	and	CCONJ
fumecheng-11903	21	13	as	as	ADV
fumecheng-11903	21	14	soon	soon	ADV
fumecheng-11903	21	15	as	as	ADP
fumecheng-11903	21	16	the	the	DET
fumecheng-11903	21	17	problem	problem	NOUN
fumecheng-11903	21	18	configuration	configuration	NOUN
fumecheng-11903	21	19	changes	change	NOUN
fumecheng-11903	21	20	,	,	PUNCT
fumecheng-11903	21	21	the	the	DET
fumecheng-11903	21	22	original	original	ADJ
fumecheng-11903	21	23	method	method	NOUN
fumecheng-11903	21	24	is	be	AUX
fumecheng-11903	21	25	no	no	ADV
fumecheng-11903	21	26	longer	long	ADV
fumecheng-11903	21	27	superior	superior	ADJ
fumecheng-11903	21	28	.	.	PUNCT
fumecheng-11903	22	1	the	the	DET
fumecheng-11903	22	2	potential	potential	NOUN
fumecheng-11903	22	3	of	of	ADP
fumecheng-11903	22	4	the	the	DET
fumecheng-11903	22	5	problem	problem	NOUN
fumecheng-11903	22	6	is	be	AUX
fumecheng-11903	22	7	such	such	ADJ
fumecheng-11903	22	8	that	that	SCONJ
fumecheng-11903	22	9	the	the	DET
fumecheng-11903	22	10	model	model	NOUN
fumecheng-11903	22	11	has	have	VERB
fumecheng-11903	22	12	to	to	PART
fumecheng-11903	22	13	be	be	AUX
fumecheng-11903	22	14	redesigned	redesign	VERB
fumecheng-11903	22	15	.	.	PUNCT
fumecheng-11903	23	1	moreover	moreover	ADV
fumecheng-11903	23	2	,	,	PUNCT
fumecheng-11903	23	3	for	for	ADP
fumecheng-11903	23	4	large	large	ADJ
fumecheng-11903	23	5	-	-	PUNCT
fumecheng-11903	23	6	scale	scale	NOUN
fumecheng-11903	23	7	complex	complex	ADJ
fumecheng-11903	23	8	problems	problem	NOUN
fumecheng-11903	23	9	,	,	PUNCT
fumecheng-11903	23	10	traditional	traditional	ADJ
fumecheng-11903	23	11	methods	method	NOUN
fumecheng-11903	23	12	can	can	AUX
fumecheng-11903	23	13	lead	lead	VERB
fumecheng-11903	23	14	to	to	ADP
fumecheng-11903	23	15	a	a	DET
fumecheng-11903	23	16	"	"	PUNCT
fumecheng-11903	23	17	combinatorial	combinatorial	ADJ
fumecheng-11903	23	18	explosion	explosion	NOUN
fumecheng-11903	23	19	"	"	PUNCT
fumecheng-11903	23	20	,	,	PUNCT
fumecheng-11903	23	21	as	as	SCONJ
fumecheng-11903	23	22	the	the	DET
fumecheng-11903	23	23	problem	problem	NOUN
fumecheng-11903	23	24	size	size	NOUN
fumecheng-11903	23	25	increases	increase	NOUN
fumecheng-11903	23	26	,	,	PUNCT
fumecheng-11903	23	27	and	and	CCONJ
fumecheng-11903	23	28	the	the	DET
fumecheng-11903	23	29	temporal	temporal	ADJ
fumecheng-11903	23	30	and	and	CCONJ
fumecheng-11903	23	31	spatial	spatial	ADJ
fumecheng-11903	23	32	complexity	complexity	NOUN
fumecheng-11903	23	33	of	of	ADP
fumecheng-11903	23	34	the	the	DET
fumecheng-11903	23	35	computation	computation	NOUN
fumecheng-11903	23	36	grows	grow	VERB
fumecheng-11903	23	37	exponentially	exponentially	ADV
fumecheng-11903	23	38	.	.	PUNCT
fumecheng-11903	24	1	therefore	therefore	ADV
fumecheng-11903	24	2	,	,	PUNCT
fumecheng-11903	24	3	it	it	PRON
fumecheng-11903	24	4	is	be	AUX
fumecheng-11903	24	5	still	still	ADV
fumecheng-11903	24	6	difficult	difficult	ADJ
fumecheng-11903	24	7	to	to	PART
fumecheng-11903	24	8	design	design	VERB
fumecheng-11903	24	9	efficient	efficient	ADJ
fumecheng-11903	24	10	algorithms	algorithm	NOUN
fumecheng-11903	24	11	to	to	PART
fumecheng-11903	24	12	solve	solve	VERB
fumecheng-11903	24	13	quadratic	quadratic	ADJ
fumecheng-11903	24	14	assignment	assignment	NOUN
fumecheng-11903	24	15	problems	problem	NOUN
fumecheng-11903	24	16	.	.	PUNCT
fumecheng-11903	25	1	in	in	ADP
fumecheng-11903	25	2	recent	recent	ADJ
fumecheng-11903	25	3	years	year	NOUN
fumecheng-11903	25	4	,	,	PUNCT
fumecheng-11903	25	5	with	with	ADP
fumecheng-11903	25	6	the	the	DET
fumecheng-11903	25	7	rapid	rapid	ADJ
fumecheng-11903	25	8	development	development	NOUN
fumecheng-11903	25	9	of	of	ADP
fumecheng-11903	25	10	computer	computer	NOUN
fumecheng-11903	25	11	science	science	NOUN
fumecheng-11903	25	12	,	,	PUNCT
fumecheng-11903	25	13	the	the	DET
fumecheng-11903	25	14	evolution	evolution	NOUN
fumecheng-11903	25	15	of	of	ADP
fumecheng-11903	25	16	artificial	artificial	ADJ
fumecheng-11903	25	17	intelligence	intelligence	NOUN
fumecheng-11903	25	18	technologies	technology	NOUN
fumecheng-11903	25	19	,	,	PUNCT
fumecheng-11903	25	20	and	and	CCONJ
fumecheng-11903	25	21	the	the	DET
fumecheng-11903	25	22	simulation	simulation	NOUN
fumecheng-11903	25	23	techniques	technique	NOUN
fumecheng-11903	25	24	of	of	ADP
fumecheng-11903	25	25	nature	nature	NOUN
fumecheng-11903	25	26	and	and	CCONJ
fumecheng-11903	25	27	predators	predator	NOUN
fumecheng-11903	25	28	,	,	PUNCT
fumecheng-11903	25	29	a	a	DET
fumecheng-11903	25	30	number	number	NOUN
fumecheng-11903	25	31	of	of	ADP
fumecheng-11903	25	32	new	new	ADJ
fumecheng-11903	25	33	methods	method	NOUN
fumecheng-11903	25	34	have	have	AUX
fumecheng-11903	25	35	emerged	emerge	VERB
fumecheng-11903	25	36	to	to	PART
fumecheng-11903	25	37	solve	solve	VERB
fumecheng-11903	25	38	combinatorial	combinatorial	ADJ
fumecheng-11903	25	39	optimization	optimization	NOUN
fumecheng-11903	25	40	problems	problem	NOUN
fumecheng-11903	25	41	using	use	VERB
fumecheng-11903	25	42	the	the	DET
fumecheng-11903	25	43	modeling	modeling	NOUN
fumecheng-11903	25	44	of	of	ADP
fumecheng-11903	25	45	predator	predator	NOUN
fumecheng-11903	25	46	’s	’s	PART
fumecheng-11903	25	47	behaviors	behavior	NOUN
fumecheng-11903	25	48	in	in	ADP
fumecheng-11903	25	49	nature	nature	NOUN
fumecheng-11903	25	50	,	,	PUNCT
fumecheng-11903	25	51	such	such	ADJ
fumecheng-11903	25	52	as	as	ADP
fumecheng-11903	25	53	hunting	hunting	NOUN
fumecheng-11903	25	54	,	,	PUNCT
fumecheng-11903	25	55	attacking	attack	VERB
fumecheng-11903	25	56	,	,	PUNCT
fumecheng-11903	25	57	quarreling	quarreling	NOUN
fumecheng-11903	25	58	,	,	PUNCT
fumecheng-11903	25	59	and	and	CCONJ
fumecheng-11903	25	60	foraging	forage	VERB
fumecheng-11903	25	61	,	,	PUNCT
fumecheng-11903	25	62	as	as	ADV
fumecheng-11903	25	63	well	well	ADV
fumecheng-11903	25	64	as	as	ADP
fumecheng-11903	25	65	their	their	PRON
fumecheng-11903	25	66	prey	prey	NOUN
fumecheng-11903	25	67	,	,	PUNCT
fumecheng-11903	25	68	thus	thus	ADV
fumecheng-11903	25	69	providing	provide	VERB
fumecheng-11903	25	70	a	a	DET
fumecheng-11903	25	71	new	new	ADJ
fumecheng-11903	25	72	way	way	NOUN
fumecheng-11903	25	73	of	of	ADP
fumecheng-11903	25	74	thinking	think	VERB
fumecheng-11903	25	75	to	to	PART
fumecheng-11903	25	76	solve	solve	VERB
fumecheng-11903	25	77	quadratic	quadratic	ADJ
fumecheng-11903	25	78	assignment	assignment	NOUN
fumecheng-11903	25	79	problems	problem	NOUN
fumecheng-11903	25	80	.	.	PUNCT
fumecheng-11903	26	1	we	we	PRON
fumecheng-11903	26	2	distinguish	distinguish	VERB
fumecheng-11903	26	3	several	several	ADJ
fumecheng-11903	26	4	heuristics	heuristic	NOUN
fumecheng-11903	26	5	and	and	CCONJ
fumecheng-11903	26	6	metaheuristics	metaheuristic	NOUN
fumecheng-11903	26	7	inspired	inspire	VERB
fumecheng-11903	26	8	by	by	ADP
fumecheng-11903	26	9	nature	nature	NOUN
fumecheng-11903	26	10	and	and	CCONJ
fumecheng-11903	26	11	predator	predator	NOUN
fumecheng-11903	26	12	behavior	behavior	NOUN
fumecheng-11903	27	1	[	[	X
fumecheng-11903	27	2	12	12	NUM
fumecheng-11903	27	3	-	-	SYM
fumecheng-11903	27	4	16	16	NUM
fumecheng-11903	27	5	]	]	PUNCT
fumecheng-11903	27	6	,	,	PUNCT
fumecheng-11903	27	7	physics	physic	NOUN
fumecheng-11903	27	8	[	[	X
fumecheng-11903	27	9	17	17	NUM
fumecheng-11903	27	10	-	-	SYM
fumecheng-11903	27	11	21	21	NUM
fumecheng-11903	27	12	]	]	PUNCT
fumecheng-11903	27	13	,	,	PUNCT
fumecheng-11903	27	14	humans	human	NOUN
fumecheng-11903	27	15	[	[	X
fumecheng-11903	27	16	22	22	NUM
fumecheng-11903	27	17	-	-	SYM
fumecheng-11903	27	18	23	23	NUM
fumecheng-11903	27	19	]	]	PUNCT
fumecheng-11903	27	20	,	,	PUNCT
fumecheng-11903	27	21	and	and	CCONJ
fumecheng-11903	27	22	evolutionary	evolutionary	ADJ
fumecheng-11903	27	23	[	[	PUNCT
fumecheng-11903	27	24	24	24	NUM
fumecheng-11903	27	25	-	-	SYM
fumecheng-11903	27	26	28	28	NUM
fumecheng-11903	27	27	]	]	PUNCT
fumecheng-11903	27	28	.	.	PUNCT
fumecheng-11903	28	1	moreover	moreover	ADV
fumecheng-11903	28	2	,	,	PUNCT
fumecheng-11903	28	3	these	these	DET
fumecheng-11903	28	4	nature	nature	NOUN
fumecheng-11903	28	5	-	-	PUNCT
fumecheng-11903	28	6	inspired	inspire	VERB
fumecheng-11903	28	7	heuristics	heuristic	NOUN
fumecheng-11903	28	8	and	and	CCONJ
fumecheng-11903	28	9	metaheuristics	metaheuristic	NOUN
fumecheng-11903	28	10	have	have	AUX
fumecheng-11903	28	11	shown	show	VERB
fumecheng-11903	28	12	promising	promising	ADJ
fumecheng-11903	28	13	results	result	NOUN
fumecheng-11903	28	14	in	in	ADP
fumecheng-11903	28	15	tackling	tackle	VERB
fumecheng-11903	28	16	complex	complex	ADJ
fumecheng-11903	28	17	real	real	ADJ
fumecheng-11903	28	18	-	-	PUNCT
fumecheng-11903	28	19	world	world	NOUN
fumecheng-11903	28	20	problems	problem	NOUN
fumecheng-11903	28	21	,	,	PUNCT
fumecheng-11903	28	22	spanning	span	VERB
fumecheng-11903	28	23	various	various	ADJ
fumecheng-11903	28	24	domains	domain	NOUN
fumecheng-11903	28	25	such	such	ADJ
fumecheng-11903	28	26	as	as	ADP
fumecheng-11903	28	27	logistics	logistic	NOUN
fumecheng-11903	28	28	,	,	PUNCT
fumecheng-11903	28	29	transportation	transportation	NOUN
fumecheng-11903	28	30	,	,	PUNCT
fumecheng-11903	28	31	network	network	NOUN
fumecheng-11903	28	32	design	design	NOUN
fumecheng-11903	28	33	,	,	PUNCT
fumecheng-11903	28	34	and	and	CCONJ
fumecheng-11903	28	35	scheduling	scheduling	NOUN
fumecheng-11903	28	36	,	,	PUNCT
fumecheng-11903	28	37	by	by	ADP
fumecheng-11903	28	38	mimicking	mimic	VERB
fumecheng-11903	28	39	the	the	DET
fumecheng-11903	28	40	efficient	efficient	ADJ
fumecheng-11903	28	41	and	and	CCONJ
fumecheng-11903	28	42	adaptive	adaptive	ADJ
fumecheng-11903	28	43	strategies	strategy	NOUN
fumecheng-11903	28	44	observed	observe	VERB
fumecheng-11903	28	45	in	in	ADP
fumecheng-11903	28	46	nature	nature	NOUN
fumecheng-11903	28	47	and	and	CCONJ
fumecheng-11903	28	48	predator	predator	NOUN
fumecheng-11903	28	49	-	-	PUNCT
fumecheng-11903	28	50	prey	prey	NOUN
fumecheng-11903	28	51	interactions	interaction	NOUN
fumecheng-11903	28	52	,	,	PUNCT
fumecheng-11903	28	53	these	these	DET
fumecheng-11903	28	54	methods	method	NOUN
fumecheng-11903	28	55	offer	offer	VERB
fumecheng-11903	28	56	innovative	innovative	ADJ
fumecheng-11903	28	57	approaches	approach	NOUN
fumecheng-11903	28	58	to	to	PART
fumecheng-11903	28	59	address	address	VERB
fumecheng-11903	28	60	combinatorial	combinatorial	ADJ
fumecheng-11903	28	61	optimization	optimization	NOUN
fumecheng-11903	28	62	problems	problem	NOUN
fumecheng-11903	28	63	with	with	ADP
fumecheng-11903	28	64	improved	improved	ADJ
fumecheng-11903	28	65	efficiency	efficiency	NOUN
fumecheng-11903	28	66	and	and	CCONJ
fumecheng-11903	28	67	effectiveness	effectiveness	NOUN
fumecheng-11903	28	68	.	.	PUNCT
fumecheng-11903	29	1	the	the	DET
fumecheng-11903	29	2	fusion	fusion	NOUN
fumecheng-11903	29	3	of	of	ADP
fumecheng-11903	29	4	computer	computer	NOUN
fumecheng-11903	29	5	science	science	NOUN
fumecheng-11903	29	6	and	and	CCONJ
fumecheng-11903	29	7	natural	natural	ADJ
fumecheng-11903	29	8	processes	process	NOUN
fumecheng-11903	29	9	opens	open	VERB
fumecheng-11903	29	10	up	up	ADP
fumecheng-11903	29	11	exciting	exciting	ADJ
fumecheng-11903	29	12	possibilities	possibility	NOUN
fumecheng-11903	29	13	for	for	ADP
fumecheng-11903	29	14	the	the	DET
fumecheng-11903	29	15	advancement	advancement	NOUN
fumecheng-11903	29	16	of	of	ADP
fumecheng-11903	29	17	optimization	optimization	NOUN
fumecheng-11903	29	18	techniques	technique	NOUN
fumecheng-11903	29	19	,	,	PUNCT
fumecheng-11903	29	20	paving	pave	VERB
fumecheng-11903	29	21	the	the	DET
fumecheng-11903	29	22	way	way	NOUN
fumecheng-11903	29	23	for	for	ADP
fumecheng-11903	29	24	more	more	ADV
fumecheng-11903	29	25	sophisticated	sophisticated	ADJ
fumecheng-11903	29	26	and	and	CCONJ
fumecheng-11903	29	27	intelligent	intelligent	ADJ
fumecheng-11903	29	28	problem	problem	NOUN
fumecheng-11903	29	29	-	-	PUNCT
fumecheng-11903	29	30	solving	solve	VERB
fumecheng-11903	29	31	paradigms	paradigm	NOUN
fumecheng-11903	29	32	in	in	ADP
fumecheng-11903	29	33	the	the	DET
fumecheng-11903	29	34	future	future	NOUN
fumecheng-11903	29	35	.	.	PUNCT
fumecheng-11903	30	1	as	as	SCONJ
fumecheng-11903	30	2	researchers	researcher	NOUN
fumecheng-11903	30	3	continue	continue	VERB
fumecheng-11903	30	4	to	to	PART
fumecheng-11903	30	5	explore	explore	VERB
fumecheng-11903	30	6	and	and	CCONJ
fumecheng-11903	30	7	refine	refine	VERB
fumecheng-11903	30	8	these	these	DET
fumecheng-11903	30	9	nature	nature	NOUN
fumecheng-11903	30	10	-	-	PUNCT
fumecheng-11903	30	11	inspired	inspire	VERB
fumecheng-11903	30	12	approaches	approach	NOUN
fumecheng-11903	30	13	,	,	PUNCT
fumecheng-11903	30	14	we	we	PRON
fumecheng-11903	30	15	can	can	AUX
fumecheng-11903	30	16	anticipate	anticipate	VERB
fumecheng-11903	30	17	significant	significant	ADJ
fumecheng-11903	30	18	advancements	advancement	NOUN
fumecheng-11903	30	19	in	in	ADP
fumecheng-11903	30	20	solving	solve	VERB
fumecheng-11903	30	21	quadratic	quadratic	ADJ
fumecheng-11903	30	22	assignment	assignment	NOUN
fumecheng-11903	30	23	problems	problem	NOUN
fumecheng-11903	30	24	and	and	CCONJ
fumecheng-11903	30	25	other	other	ADJ
fumecheng-11903	30	26	optimization	optimization	NOUN
fumecheng-11903	30	27	challenges	challenge	NOUN
fumecheng-11903	30	28	.	.	PUNCT
fumecheng-11903	31	1	a	a	DET
fumecheng-11903	31	2	novel	novel	ADJ
fumecheng-11903	31	3	discrete	discrete	ADJ
fumecheng-11903	31	4	rat	rat	NOUN
fumecheng-11903	31	5	swarm	swarm	NOUN
fumecheng-11903	31	6	optimization	optimization	NOUN
fumecheng-11903	31	7	algorithm	algorithm	NOUN
fumecheng-11903	31	8	for	for	ADP
fumecheng-11903	31	9	the	the	DET
fumecheng-11903	31	10	quadratic	quadratic	ADJ
fumecheng-11903	31	11	assignment	assignment	NOUN
fumecheng-11903	31	12	problem	problem	NOUN
fumecheng-11903	31	13	531	531	NUM
fumecheng-11903	31	14	fig	fig	NOUN
fumecheng-11903	31	15	.	.	PUNCT
fumecheng-11903	32	1	1	1	NUM
fumecheng-11903	32	2	the	the	DET
fumecheng-11903	32	3	best	well	ADV
fumecheng-11903	32	4	-	-	PUNCT
fumecheng-11903	32	5	known	know	VERB
fumecheng-11903	32	6	metaheuristics	metaheuristic	NOUN
fumecheng-11903	32	7	in	in	ADP
fumecheng-11903	32	8	this	this	DET
fumecheng-11903	32	9	paper	paper	NOUN
fumecheng-11903	32	10	,	,	PUNCT
fumecheng-11903	32	11	we	we	PRON
fumecheng-11903	32	12	propose	propose	VERB
fumecheng-11903	32	13	a	a	DET
fumecheng-11903	32	14	new	new	ADJ
fumecheng-11903	32	15	optimizer	optimizer	NOUN
fumecheng-11903	32	16	based	base	VERB
fumecheng-11903	32	17	on	on	ADP
fumecheng-11903	32	18	the	the	DET
fumecheng-11903	32	19	hunting	hunting	NOUN
fumecheng-11903	32	20	and	and	CCONJ
fumecheng-11903	32	21	attacking	attack	VERB
fumecheng-11903	32	22	behavior	behavior	NOUN
fumecheng-11903	32	23	of	of	ADP
fumecheng-11903	32	24	rats	rat	NOUN
fumecheng-11903	32	25	in	in	ADP
fumecheng-11903	32	26	the	the	DET
fumecheng-11903	32	27	wild	wild	NOUN
fumecheng-11903	32	28	.	.	PUNCT
fumecheng-11903	33	1	rats	rat	NOUN
fumecheng-11903	33	2	are	be	AUX
fumecheng-11903	33	3	a	a	DET
fumecheng-11903	33	4	species	specie	NOUN
fumecheng-11903	33	5	of	of	ADP
fumecheng-11903	33	6	predator	predator	NOUN
fumecheng-11903	33	7	known	know	VERB
fumecheng-11903	33	8	for	for	ADP
fumecheng-11903	33	9	their	their	PRON
fumecheng-11903	33	10	intelligence	intelligence	NOUN
fumecheng-11903	33	11	,	,	PUNCT
fumecheng-11903	33	12	they	they	PRON
fumecheng-11903	33	13	participate	participate	VERB
fumecheng-11903	33	14	in	in	ADP
fumecheng-11903	33	15	group	group	NOUN
fumecheng-11903	33	16	activities	activity	NOUN
fumecheng-11903	33	17	such	such	ADJ
fumecheng-11903	33	18	as	as	ADP
fumecheng-11903	33	19	hunting	hunt	VERB
fumecheng-11903	33	20	and	and	CCONJ
fumecheng-11903	33	21	attacking	attack	VERB
fumecheng-11903	33	22	prey	prey	NOUN
fumecheng-11903	33	23	.	.	PUNCT
fumecheng-11903	34	1	these	these	DET
fumecheng-11903	34	2	behaviors	behavior	NOUN
fumecheng-11903	34	3	will	will	AUX
fumecheng-11903	34	4	be	be	AUX
fumecheng-11903	34	5	defined	define	VERB
fumecheng-11903	34	6	mathematically	mathematically	ADV
fumecheng-11903	34	7	to	to	PART
fumecheng-11903	34	8	create	create	VERB
fumecheng-11903	34	9	an	an	DET
fumecheng-11903	34	10	intelligent	intelligent	ADJ
fumecheng-11903	34	11	and	and	CCONJ
fumecheng-11903	34	12	robust	robust	ADJ
fumecheng-11903	34	13	optimizer	optimizer	NOUN
fumecheng-11903	34	14	capable	capable	ADJ
fumecheng-11903	34	15	of	of	ADP
fumecheng-11903	34	16	solving	solve	VERB
fumecheng-11903	34	17	more	more	ADJ
fumecheng-11903	34	18	than	than	ADP
fumecheng-11903	34	19	38	38	NUM
fumecheng-11903	34	20	continuous	continuous	ADJ
fumecheng-11903	34	21	and	and	CCONJ
fumecheng-11903	34	22	nonlinear	nonlinear	ADJ
fumecheng-11903	34	23	[	[	X
fumecheng-11903	34	24	16	16	NUM
fumecheng-11903	34	25	]	]	PUNCT
fumecheng-11903	34	26	optimization	optimization	NOUN
fumecheng-11903	34	27	problems	problem	NOUN
fumecheng-11903	34	28	.	.	PUNCT
fumecheng-11903	35	1	this	this	DET
fumecheng-11903	35	2	optimizer	optimizer	NOUN
fumecheng-11903	35	3	could	could	AUX
fumecheng-11903	35	4	give	give	VERB
fumecheng-11903	35	5	excellent	excellent	ADJ
fumecheng-11903	35	6	results	result	NOUN
fumecheng-11903	35	7	in	in	ADP
fumecheng-11903	35	8	solving	solve	VERB
fumecheng-11903	35	9	continuous	continuous	ADJ
fumecheng-11903	35	10	optimization	optimization	NOUN
fumecheng-11903	35	11	problems	problem	NOUN
fumecheng-11903	35	12	,	,	PUNCT
fumecheng-11903	35	13	which	which	PRON
fumecheng-11903	35	14	are	be	AUX
fumecheng-11903	35	15	better	well	ADJ
fumecheng-11903	35	16	than	than	ADP
fumecheng-11903	35	17	most	most	ADJ
fumecheng-11903	35	18	of	of	ADP
fumecheng-11903	35	19	the	the	DET
fumecheng-11903	35	20	known	know	VERB
fumecheng-11903	35	21	metaheuristics	metaheuristic	NOUN
fumecheng-11903	35	22	in	in	ADP
fumecheng-11903	35	23	this	this	DET
fumecheng-11903	35	24	context	context	NOUN
fumecheng-11903	35	25	and	and	CCONJ
fumecheng-11903	35	26	also	also	ADV
fumecheng-11903	35	27	in	in	ADP
fumecheng-11903	35	28	solving	solve	VERB
fumecheng-11903	35	29	the	the	DET
fumecheng-11903	35	30	famous	famous	ADJ
fumecheng-11903	35	31	discrete	discrete	ADJ
fumecheng-11903	35	32	traveling	travel	VERB
fumecheng-11903	35	33	salesman	salesman	ADJ
fumecheng-11903	35	34	problem	problem	NOUN
fumecheng-11903	35	35	[	[	X
fumecheng-11903	35	36	29	29	NUM
fumecheng-11903	35	37	]	]	PUNCT
fumecheng-11903	35	38	.	.	PUNCT
fumecheng-11903	36	1	in	in	ADP
fumecheng-11903	36	2	this	this	DET
fumecheng-11903	36	3	paper	paper	NOUN
fumecheng-11903	36	4	,	,	PUNCT
fumecheng-11903	36	5	we	we	PRON
fumecheng-11903	36	6	will	will	AUX
fumecheng-11903	36	7	introduce	introduce	VERB
fumecheng-11903	36	8	another	another	DET
fumecheng-11903	36	9	version	version	NOUN
fumecheng-11903	36	10	to	to	PART
fumecheng-11903	36	11	solve	solve	VERB
fumecheng-11903	36	12	the	the	DET
fumecheng-11903	36	13	discrete	discrete	ADJ
fumecheng-11903	36	14	combinatorial	combinatorial	ADJ
fumecheng-11903	36	15	optimization	optimization	NOUN
fumecheng-11903	36	16	problem	problem	NOUN
fumecheng-11903	36	17	by	by	ADP
fumecheng-11903	36	18	redefining	redefine	VERB
fumecheng-11903	36	19	the	the	DET
fumecheng-11903	36	20	mathematical	mathematical	ADJ
fumecheng-11903	36	21	operators	operator	NOUN
fumecheng-11903	36	22	of	of	ADP
fumecheng-11903	36	23	this	this	DET
fumecheng-11903	36	24	optimizer	optimizer	NOUN
fumecheng-11903	36	25	with	with	ADP
fumecheng-11903	36	26	discrete	discrete	ADJ
fumecheng-11903	36	27	maurice	maurice	PROPN
fumecheng-11903	36	28	clerc	clerc	PROPN
fumecheng-11903	36	29	[	[	X
fumecheng-11903	36	30	30	30	NUM
fumecheng-11903	36	31	]	]	X
fumecheng-11903	36	32	operators	operator	NOUN
fumecheng-11903	36	33	,	,	PUNCT
fumecheng-11903	36	34	and	and	CCONJ
fumecheng-11903	36	35	we	we	PRON
fumecheng-11903	36	36	will	will	AUX
fumecheng-11903	36	37	add	add	VERB
fumecheng-11903	36	38	other	other	ADJ
fumecheng-11903	36	39	strategies	strategy	NOUN
fumecheng-11903	36	40	to	to	PART
fumecheng-11903	36	41	improve	improve	VERB
fumecheng-11903	36	42	the	the	DET
fumecheng-11903	36	43	solutions	solution	NOUN
fumecheng-11903	36	44	and	and	CCONJ
fumecheng-11903	36	45	exploit	exploit	VERB
fumecheng-11903	36	46	and	and	CCONJ
fumecheng-11903	36	47	explore	explore	VERB
fumecheng-11903	36	48	the	the	DET
fumecheng-11903	36	49	discrete	discrete	ADJ
fumecheng-11903	36	50	search	search	NOUN
fumecheng-11903	36	51	space	space	NOUN
fumecheng-11903	36	52	of	of	ADP
fumecheng-11903	36	53	the	the	DET
fumecheng-11903	36	54	quadratic	quadratic	ADJ
fumecheng-11903	36	55	assignment	assignment	NOUN
fumecheng-11903	36	56	problem	problem	NOUN
fumecheng-11903	36	57	to	to	PART
fumecheng-11903	36	58	minimize	minimize	VERB
fumecheng-11903	36	59	the	the	DET
fumecheng-11903	36	60	total	total	ADJ
fumecheng-11903	36	61	cost	cost	NOUN
fumecheng-11903	36	62	of	of	ADP
fumecheng-11903	36	63	the	the	DET
fumecheng-11903	36	64	assignment	assignment	NOUN
fumecheng-11903	36	65	.	.	PUNCT
fumecheng-11903	37	1	the	the	DET
fumecheng-11903	37	2	motivation	motivation	NOUN
fumecheng-11903	37	3	and	and	CCONJ
fumecheng-11903	37	4	benefits	benefit	NOUN
fumecheng-11903	37	5	of	of	ADP
fumecheng-11903	37	6	choosing	choose	VERB
fumecheng-11903	37	7	this	this	DET
fumecheng-11903	37	8	optimization	optimization	NOUN
fumecheng-11903	37	9	are	be	AUX
fumecheng-11903	37	10	:	:	PUNCT
fumecheng-11903	37	11	▪	▪	NOUN
fumecheng-11903	37	12	the	the	DET
fumecheng-11903	37	13	algorithm	algorithm	NOUN
fumecheng-11903	37	14	has	have	VERB
fumecheng-11903	37	15	a	a	DET
fumecheng-11903	37	16	small	small	ADJ
fumecheng-11903	37	17	number	number	NOUN
fumecheng-11903	37	18	of	of	ADP
fumecheng-11903	37	19	operators	operator	NOUN
fumecheng-11903	37	20	compared	compare	VERB
fumecheng-11903	37	21	to	to	ADP
fumecheng-11903	37	22	other	other	ADJ
fumecheng-11903	37	23	artificial	artificial	ADJ
fumecheng-11903	37	24	intelligence	intelligence	NOUN
fumecheng-11903	37	25	-	-	PUNCT
fumecheng-11903	37	26	based	base	VERB
fumecheng-11903	37	27	algorithms	algorithm	NOUN
fumecheng-11903	37	28	.	.	PUNCT
fumecheng-11903	38	1	▪	▪	NOUN
fumecheng-11903	38	2	this	this	DET
fumecheng-11903	38	3	ai	ai	NOUN
fumecheng-11903	38	4	-	-	PUNCT
fumecheng-11903	38	5	based	base	VERB
fumecheng-11903	38	6	algorithm	algorithm	NOUN
fumecheng-11903	38	7	can	can	AUX
fumecheng-11903	38	8	access	access	VERB
fumecheng-11903	38	9	information	information	NOUN
fumecheng-11903	38	10	from	from	ADP
fumecheng-11903	38	11	the	the	DET
fumecheng-11903	38	12	entire	entire	ADJ
fumecheng-11903	38	13	search	search	NOUN
fumecheng-11903	38	14	space	space	NOUN
fumecheng-11903	38	15	532	532	NUM
fumecheng-11903	38	16	t.	t.	NOUN
fumecheng-11903	38	17	mzili	mzili	NOUN
fumecheng-11903	38	18	,	,	PUNCT
fumecheng-11903	38	19	i.	i.	PROPN
fumecheng-11903	38	20	mzili	mzili	PROPN
fumecheng-11903	38	21	,	,	PUNCT
fumecheng-11903	38	22	m.e	m.e	PROPN
fumecheng-11903	38	23	.	.	PROPN
fumecheng-11903	38	24	riffi	riffi	PROPN
fumecheng-11903	38	25	,	,	PUNCT
fumecheng-11903	38	26	d.	d.	PROPN
fumecheng-11903	38	27	pamucar	pamucar	PROPN
fumecheng-11903	38	28	,	,	PUNCT
fumecheng-11903	38	29	v.	v.	PROPN
fumecheng-11903	38	30	simic	simic	PROPN
fumecheng-11903	38	31	,	,	PUNCT
fumecheng-11903	38	32	m.	m.	NOUN
fumecheng-11903	38	33	kurdi	kurdi	PROPN
fumecheng-11903	38	34	and	and	CCONJ
fumecheng-11903	38	35	is	be	AUX
fumecheng-11903	38	36	simple	simple	ADJ
fumecheng-11903	38	37	to	to	PART
fumecheng-11903	38	38	implement	implement	VERB
fumecheng-11903	38	39	.	.	PUNCT
fumecheng-11903	39	1	▪	▪	NOUN
fumecheng-11903	39	2	the	the	DET
fumecheng-11903	39	3	algorithm	algorithm	NOUN
fumecheng-11903	39	4	has	have	VERB
fumecheng-11903	39	5	fewer	few	ADJ
fumecheng-11903	39	6	parameters	parameter	NOUN
fumecheng-11903	39	7	,	,	PUNCT
fumecheng-11903	39	8	which	which	PRON
fumecheng-11903	39	9	reduces	reduce	VERB
fumecheng-11903	39	10	its	its	PRON
fumecheng-11903	39	11	storage	storage	NOUN
fumecheng-11903	39	12	requirements	requirement	NOUN
fumecheng-11903	39	13	and	and	CCONJ
fumecheng-11903	39	14	complexity	complexity	NOUN
fumecheng-11903	39	15	.	.	PUNCT
fumecheng-11903	40	1	▪	▪	NOUN
fumecheng-11903	40	2	the	the	DET
fumecheng-11903	40	3	algorithm	algorithm	NOUN
fumecheng-11903	40	4	maintains	maintain	VERB
fumecheng-11903	40	5	a	a	DET
fumecheng-11903	40	6	good	good	ADJ
fumecheng-11903	40	7	balance	balance	NOUN
fumecheng-11903	40	8	between	between	ADP
fumecheng-11903	40	9	exploration	exploration	NOUN
fumecheng-11903	40	10	and	and	CCONJ
fumecheng-11903	40	11	exploitation	exploitation	NOUN
fumecheng-11903	40	12	during	during	ADP
fumecheng-11903	40	13	the	the	DET
fumecheng-11903	40	14	search	search	NOUN
fumecheng-11903	40	15	process	process	NOUN
fumecheng-11903	40	16	.	.	PUNCT
fumecheng-11903	41	1	▪	▪	NOUN
fumecheng-11903	41	2	the	the	DET
fumecheng-11903	41	3	algorithm	algorithm	NOUN
fumecheng-11903	41	4	has	have	AUX
fumecheng-11903	41	5	been	be	AUX
fumecheng-11903	41	6	shown	show	VERB
fumecheng-11903	41	7	to	to	PART
fumecheng-11903	41	8	be	be	AUX
fumecheng-11903	41	9	effective	effective	ADJ
fumecheng-11903	41	10	at	at	ADP
fumecheng-11903	41	11	solving	solve	VERB
fumecheng-11903	41	12	38	38	NUM
fumecheng-11903	41	13	continuous	continuous	ADJ
fumecheng-11903	41	14	and	and	CCONJ
fumecheng-11903	41	15	linear	linear	ADJ
fumecheng-11903	41	16	problems	problem	NOUN
fumecheng-11903	41	17	.	.	PUNCT
fumecheng-11903	42	1	▪	▪	NOUN
fumecheng-11903	42	2	the	the	DET
fumecheng-11903	42	3	algorithm	algorithm	NOUN
fumecheng-11903	42	4	was	be	AUX
fumecheng-11903	42	5	able	able	ADJ
fumecheng-11903	42	6	to	to	PART
fumecheng-11903	42	7	solve	solve	VERB
fumecheng-11903	42	8	the	the	DET
fumecheng-11903	42	9	well	well	ADV
fumecheng-11903	42	10	-	-	PUNCT
fumecheng-11903	42	11	known	know	VERB
fumecheng-11903	42	12	discrete	discrete	ADJ
fumecheng-11903	42	13	traveling	travel	VERB
fumecheng-11903	42	14	salesperson	salesperson	PROPN
fumecheng-11903	42	15	problem	problem	NOUN
fumecheng-11903	42	16	and	and	CCONJ
fumecheng-11903	42	17	performed	perform	VERB
fumecheng-11903	42	18	well	well	ADV
fumecheng-11903	42	19	.	.	PUNCT
fumecheng-11903	43	1	the	the	DET
fumecheng-11903	43	2	main	main	ADJ
fumecheng-11903	43	3	contributions	contribution	NOUN
fumecheng-11903	43	4	of	of	ADP
fumecheng-11903	43	5	this	this	DET
fumecheng-11903	43	6	work	work	NOUN
fumecheng-11903	43	7	are	be	AUX
fumecheng-11903	43	8	presented	present	VERB
fumecheng-11903	43	9	as	as	SCONJ
fumecheng-11903	43	10	follows	follow	VERB
fumecheng-11903	43	11	:	:	PUNCT
fumecheng-11903	43	12	▪	▪	NOUN
fumecheng-11903	43	13	this	this	DET
fumecheng-11903	43	14	study	study	NOUN
fumecheng-11903	43	15	introduces	introduce	VERB
fumecheng-11903	43	16	the	the	DET
fumecheng-11903	43	17	drso	drso	NOUN
fumecheng-11903	43	18	algorithm	algorithm	NOUN
fumecheng-11903	43	19	for	for	ADP
fumecheng-11903	43	20	the	the	DET
fumecheng-11903	43	21	first	first	ADJ
fumecheng-11903	43	22	time	time	NOUN
fumecheng-11903	43	23	as	as	ADP
fumecheng-11903	43	24	a	a	DET
fumecheng-11903	43	25	solution	solution	NOUN
fumecheng-11903	43	26	to	to	ADP
fumecheng-11903	43	27	the	the	DET
fumecheng-11903	43	28	qap	qap	NOUN
fumecheng-11903	43	29	.	.	PUNCT
fumecheng-11903	44	1	▪	▪	NOUN
fumecheng-11903	44	2	the	the	DET
fumecheng-11903	44	3	study	study	NOUN
fumecheng-11903	44	4	proposes	propose	VERB
fumecheng-11903	44	5	a	a	DET
fumecheng-11903	44	6	mapping	mapping	NOUN
fumecheng-11903	44	7	strategy	strategy	NOUN
fumecheng-11903	44	8	to	to	PART
fumecheng-11903	44	9	convert	convert	VERB
fumecheng-11903	44	10	real	real	ADJ
fumecheng-11903	44	11	values	value	NOUN
fumecheng-11903	44	12	into	into	ADP
fumecheng-11903	44	13	discrete	discrete	ADJ
fumecheng-11903	44	14	values	value	NOUN
fumecheng-11903	44	15	to	to	PART
fumecheng-11903	44	16	address	address	VERB
fumecheng-11903	44	17	the	the	DET
fumecheng-11903	44	18	combinatorial	combinatorial	ADJ
fumecheng-11903	44	19	nature	nature	NOUN
fumecheng-11903	44	20	of	of	ADP
fumecheng-11903	44	21	the	the	DET
fumecheng-11903	44	22	qap	qap	NOUN
fumecheng-11903	44	23	.	.	PUNCT
fumecheng-11903	45	1	▪	▪	NOUN
fumecheng-11903	45	2	the	the	DET
fumecheng-11903	45	3	study	study	NOUN
fumecheng-11903	45	4	redefines	redefine	VERB
fumecheng-11903	45	5	mathematical	mathematical	ADJ
fumecheng-11903	45	6	operators	operator	NOUN
fumecheng-11903	45	7	to	to	PART
fumecheng-11903	45	8	solve	solve	VERB
fumecheng-11903	45	9	combinatorial	combinatorial	ADJ
fumecheng-11903	45	10	and	and	CCONJ
fumecheng-11903	45	11	discrete	discrete	ADJ
fumecheng-11903	45	12	optimization	optimization	NOUN
fumecheng-11903	45	13	problems	problem	NOUN
fumecheng-11903	45	14	,	,	PUNCT
fumecheng-11903	45	15	specifically	specifically	ADV
fumecheng-11903	45	16	the	the	DET
fumecheng-11903	45	17	qap	qap	NOUN
fumecheng-11903	45	18	.	.	PUNCT
fumecheng-11903	46	1	▪	▪	NOUN
fumecheng-11903	46	2	the	the	DET
fumecheng-11903	46	3	study	study	NOUN
fumecheng-11903	46	4	proposes	propose	VERB
fumecheng-11903	46	5	a	a	DET
fumecheng-11903	46	6	solution	solution	NOUN
fumecheng-11903	46	7	quality	quality	NOUN
fumecheng-11903	46	8	improvement	improvement	NOUN
fumecheng-11903	46	9	strategy	strategy	NOUN
fumecheng-11903	46	10	based	base	VERB
fumecheng-11903	46	11	on	on	ADP
fumecheng-11903	46	12	local	local	ADJ
fumecheng-11903	46	13	search	search	NOUN
fumecheng-11903	46	14	heuristics	heuristic	NOUN
fumecheng-11903	46	15	such	such	ADJ
fumecheng-11903	46	16	as	as	ADP
fumecheng-11903	46	17	2	2	NUM
fumecheng-11903	46	18	-	-	PUNCT
fumecheng-11903	46	19	opt	opt	NOUN
fumecheng-11903	46	20	and	and	CCONJ
fumecheng-11903	46	21	3	3	NUM
fumecheng-11903	46	22	-	-	PUNCT
fumecheng-11903	46	23	opt	opt	NOUN
fumecheng-11903	46	24	.	.	PUNCT
fumecheng-11903	47	1	▪	▪	NOUN
fumecheng-11903	47	2	the	the	DET
fumecheng-11903	47	3	effectiveness	effectiveness	NOUN
fumecheng-11903	47	4	of	of	ADP
fumecheng-11903	47	5	the	the	DET
fumecheng-11903	47	6	proposed	propose	VERB
fumecheng-11903	47	7	algorithm	algorithm	NOUN
fumecheng-11903	47	8	is	be	AUX
fumecheng-11903	47	9	demonstrated	demonstrate	VERB
fumecheng-11903	47	10	through	through	ADP
fumecheng-11903	47	11	simulations	simulation	NOUN
fumecheng-11903	47	12	and	and	CCONJ
fumecheng-11903	47	13	comparisons	comparison	NOUN
fumecheng-11903	47	14	of	of	ADP
fumecheng-11903	47	15	test	test	NOUN
fumecheng-11903	47	16	instances	instance	NOUN
fumecheng-11903	47	17	from	from	ADP
fumecheng-11903	47	18	the	the	DET
fumecheng-11903	47	19	qaplib	qaplib	PROPN
fumecheng-11903	47	20	test	test	NOUN
fumecheng-11903	47	21	library	library	NOUN
fumecheng-11903	47	22	.	.	PUNCT
fumecheng-11903	48	1	▪	▪	NOUN
fumecheng-11903	48	2	the	the	DET
fumecheng-11903	48	3	study	study	NOUN
fumecheng-11903	48	4	proposes	propose	VERB
fumecheng-11903	48	5	a	a	DET
fumecheng-11903	48	6	statistical	statistical	ADJ
fumecheng-11903	48	7	analysis	analysis	NOUN
fumecheng-11903	48	8	using	use	VERB
fumecheng-11903	48	9	the	the	DET
fumecheng-11903	48	10	wilcoxon	wilcoxon	ADJ
fumecheng-11903	48	11	parametric	parametric	PROPN
fumecheng-11903	48	12	test	test	NOUN
fumecheng-11903	48	13	to	to	PART
fumecheng-11903	48	14	validate	validate	VERB
fumecheng-11903	48	15	the	the	DET
fumecheng-11903	48	16	performance	performance	NOUN
fumecheng-11903	48	17	of	of	ADP
fumecheng-11903	48	18	the	the	DET
fumecheng-11903	48	19	proposed	propose	VERB
fumecheng-11903	48	20	algorithm	algorithm	NOUN
fumecheng-11903	48	21	.	.	PUNCT
fumecheng-11903	49	1	the	the	DET
fumecheng-11903	49	2	organization	organization	NOUN
fumecheng-11903	49	3	of	of	ADP
fumecheng-11903	49	4	the	the	DET
fumecheng-11903	49	5	remaining	remain	VERB
fumecheng-11903	49	6	sections	section	NOUN
fumecheng-11903	49	7	of	of	ADP
fumecheng-11903	49	8	this	this	DET
fumecheng-11903	49	9	paper	paper	NOUN
fumecheng-11903	49	10	is	be	AUX
fumecheng-11903	49	11	as	as	SCONJ
fumecheng-11903	49	12	follows	follow	VERB
fumecheng-11903	49	13	:	:	PUNCT
fumecheng-11903	49	14	section	section	NOUN
fumecheng-11903	49	15	2	2	NUM
fumecheng-11903	49	16	presents	present	VERB
fumecheng-11903	49	17	related	relate	VERB
fumecheng-11903	49	18	work	work	NOUN
fumecheng-11903	49	19	.	.	PUNCT
fumecheng-11903	50	1	section	section	NOUN
fumecheng-11903	50	2	3	3	NUM
fumecheng-11903	50	3	presents	present	VERB
fumecheng-11903	50	4	the	the	DET
fumecheng-11903	50	5	quadratic	quadratic	ADJ
fumecheng-11903	50	6	assignment	assignment	NOUN
fumecheng-11903	50	7	problem	problem	NOUN
fumecheng-11903	50	8	(	(	PUNCT
fumecheng-11903	50	9	qap	qap	NOUN
fumecheng-11903	50	10	)	)	PUNCT
fumecheng-11903	50	11	.	.	PUNCT
fumecheng-11903	51	1	section	section	NOUN
fumecheng-11903	51	2	4	4	NUM
fumecheng-11903	51	3	presents	present	VERB
fumecheng-11903	51	4	the	the	DET
fumecheng-11903	51	5	presentation	presentation	NOUN
fumecheng-11903	51	6	of	of	ADP
fumecheng-11903	51	7	the	the	DET
fumecheng-11903	51	8	rat	rat	NOUN
fumecheng-11903	51	9	swarm	swarm	NOUN
fumecheng-11903	51	10	optimizer	optimizer	NOUN
fumecheng-11903	51	11	algorithm	algorithm	NOUN
fumecheng-11903	51	12	and	and	CCONJ
fumecheng-11903	51	13	mathematical	mathematical	ADJ
fumecheng-11903	51	14	behavior	behavior	NOUN
fumecheng-11903	51	15	modeling	modeling	NOUN
fumecheng-11903	51	16	.	.	PUNCT
fumecheng-11903	52	1	section	section	NOUN
fumecheng-11903	52	2	5	5	NUM
fumecheng-11903	52	3	presents	present	VERB
fumecheng-11903	52	4	the	the	DET
fumecheng-11903	52	5	proposed	propose	VERB
fumecheng-11903	52	6	discrete	discrete	NOUN
fumecheng-11903	52	7	rso	rso	PROPN
fumecheng-11903	52	8	algorithm	algorithm	NOUN
fumecheng-11903	52	9	and	and	CCONJ
fumecheng-11903	52	10	its	its	PRON
fumecheng-11903	52	11	modification	modification	NOUN
fumecheng-11903	52	12	for	for	ADP
fumecheng-11903	52	13	solving	solve	VERB
fumecheng-11903	52	14	the	the	DET
fumecheng-11903	52	15	qap	qap	NOUN
fumecheng-11903	52	16	.	.	PUNCT
fumecheng-11903	53	1	section	section	NOUN
fumecheng-11903	53	2	6	6	NUM
fumecheng-11903	53	3	presents	present	VERB
fumecheng-11903	53	4	the	the	DET
fumecheng-11903	53	5	computer	computer	NOUN
fumecheng-11903	53	6	results	result	NOUN
fumecheng-11903	53	7	and	and	CCONJ
fumecheng-11903	53	8	analysis	analysis	NOUN
fumecheng-11903	53	9	,	,	PUNCT
fumecheng-11903	53	10	including	include	VERB
fumecheng-11903	53	11	a	a	DET
fumecheng-11903	53	12	wilcoxon	wilcoxon	ADJ
fumecheng-11903	53	13	validation	validation	NOUN
fumecheng-11903	53	14	test	test	NOUN
fumecheng-11903	53	15	.	.	PUNCT
fumecheng-11903	54	1	finally	finally	ADV
fumecheng-11903	54	2	,	,	PUNCT
fumecheng-11903	54	3	in	in	ADP
fumecheng-11903	54	4	the	the	DET
fumecheng-11903	54	5	final	final	ADJ
fumecheng-11903	54	6	section	section	NOUN
fumecheng-11903	54	7	,	,	PUNCT
fumecheng-11903	54	8	the	the	DET
fumecheng-11903	54	9	concluding	concluding	NOUN
fumecheng-11903	54	10	remarks	remark	NOUN
fumecheng-11903	54	11	and	and	CCONJ
fumecheng-11903	54	12	suggestions	suggestion	NOUN
fumecheng-11903	54	13	for	for	ADP
fumecheng-11903	54	14	future	future	ADJ
fumecheng-11903	54	15	work	work	NOUN
fumecheng-11903	54	16	are	be	AUX
fumecheng-11903	54	17	presented	present	VERB
fumecheng-11903	54	18	.	.	PUNCT
fumecheng-11903	55	1	2	2	X
fumecheng-11903	55	2	.	.	X
fumecheng-11903	55	3	related	relate	VERB
fumecheng-11903	55	4	work	work	NOUN
fumecheng-11903	55	5	in	in	ADP
fumecheng-11903	55	6	recent	recent	ADJ
fumecheng-11903	55	7	years	year	NOUN
fumecheng-11903	55	8	,	,	PUNCT
fumecheng-11903	55	9	the	the	DET
fumecheng-11903	55	10	solution	solution	NOUN
fumecheng-11903	55	11	of	of	ADP
fumecheng-11903	55	12	combinatorial	combinatorial	ADJ
fumecheng-11903	55	13	optimization	optimization	NOUN
fumecheng-11903	55	14	problems	problem	NOUN
fumecheng-11903	55	15	by	by	ADP
fumecheng-11903	55	16	metaheuristics	metaheuristic	NOUN
fumecheng-11903	55	17	has	have	AUX
fumecheng-11903	55	18	undergone	undergo	VERB
fumecheng-11903	55	19	a	a	DET
fumecheng-11903	55	20	great	great	ADJ
fumecheng-11903	55	21	evolution	evolution	NOUN
fumecheng-11903	55	22	.	.	PUNCT
fumecheng-11903	56	1	metaheuristics	metaheuristic	NOUN
fumecheng-11903	56	2	have	have	AUX
fumecheng-11903	56	3	undergone	undergo	VERB
fumecheng-11903	56	4	a	a	DET
fumecheng-11903	56	5	great	great	ADJ
fumecheng-11903	56	6	evolution	evolution	NOUN
fumecheng-11903	56	7	,	,	PUNCT
fumecheng-11903	56	8	which	which	PRON
fumecheng-11903	56	9	can	can	AUX
fumecheng-11903	56	10	be	be	AUX
fumecheng-11903	56	11	summarized	summarize	VERB
fumecheng-11903	56	12	by	by	ADP
fumecheng-11903	56	13	the	the	DET
fumecheng-11903	56	14	speed	speed	NOUN
fumecheng-11903	56	15	of	of	ADP
fumecheng-11903	56	16	development	development	NOUN
fumecheng-11903	56	17	of	of	ADP
fumecheng-11903	56	18	metaheuristic	metaheuristic	ADJ
fumecheng-11903	56	19	algorithms	algorithm	NOUN
fumecheng-11903	56	20	thanks	thank	NOUN
fumecheng-11903	56	21	to	to	ADP
fumecheng-11903	56	22	the	the	DET
fumecheng-11903	56	23	evolution	evolution	NOUN
fumecheng-11903	56	24	of	of	ADP
fumecheng-11903	56	25	the	the	DET
fumecheng-11903	56	26	capacities	capacity	NOUN
fumecheng-11903	56	27	of	of	ADP
fumecheng-11903	56	28	computing	computing	NOUN
fumecheng-11903	56	29	machines	machine	NOUN
fumecheng-11903	56	30	.	.	PUNCT
fumecheng-11903	57	1	this	this	DET
fumecheng-11903	57	2	evolution	evolution	NOUN
fumecheng-11903	57	3	has	have	AUX
fumecheng-11903	57	4	allowed	allow	VERB
fumecheng-11903	57	5	,	,	PUNCT
fumecheng-11903	57	6	on	on	ADP
fumecheng-11903	57	7	the	the	DET
fumecheng-11903	57	8	one	one	NUM
fumecheng-11903	57	9	hand	hand	NOUN
fumecheng-11903	57	10	,	,	PUNCT
fumecheng-11903	57	11	to	to	PART
fumecheng-11903	57	12	measure	measure	VERB
fumecheng-11903	57	13	the	the	DET
fumecheng-11903	57	14	impact	impact	NOUN
fumecheng-11903	57	15	of	of	ADP
fumecheng-11903	57	16	the	the	DET
fumecheng-11903	57	17	search	search	NOUN
fumecheng-11903	57	18	for	for	ADP
fumecheng-11903	57	19	methods	method	NOUN
fumecheng-11903	57	20	on	on	ADP
fumecheng-11903	57	21	the	the	DET
fumecheng-11903	57	22	problems	problem	NOUN
fumecheng-11903	57	23	and	and	CCONJ
fumecheng-11903	57	24	,	,	PUNCT
fumecheng-11903	57	25	on	on	ADP
fumecheng-11903	57	26	the	the	DET
fumecheng-11903	57	27	other	other	ADJ
fumecheng-11903	57	28	hand	hand	NOUN
fumecheng-11903	57	29	,	,	PUNCT
fumecheng-11903	57	30	it	it	PRON
fumecheng-11903	57	31	has	have	AUX
fumecheng-11903	57	32	had	have	VERB
fumecheng-11903	57	33	a	a	DET
fumecheng-11903	57	34	vision	vision	NOUN
fumecheng-11903	57	35	of	of	ADP
fumecheng-11903	57	36	the	the	DET
fumecheng-11903	57	37	result	result	NOUN
fumecheng-11903	57	38	of	of	ADP
fumecheng-11903	57	39	the	the	DET
fumecheng-11903	57	40	methods	method	NOUN
fumecheng-11903	57	41	in	in	ADP
fumecheng-11903	57	42	a	a	DET
fumecheng-11903	57	43	reduced	reduce	VERB
fumecheng-11903	57	44	time	time	NOUN
fumecheng-11903	57	45	,	,	PUNCT
fumecheng-11903	57	46	especially	especially	ADV
fumecheng-11903	57	47	for	for	ADP
fumecheng-11903	57	48	the	the	DET
fumecheng-11903	57	49	future	future	NOUN
fumecheng-11903	57	50	where	where	SCONJ
fumecheng-11903	57	51	the	the	DET
fumecheng-11903	57	52	time	time	NOUN
fumecheng-11903	57	53	to	to	PART
fumecheng-11903	57	54	find	find	VERB
fumecheng-11903	57	55	a	a	DET
fumecheng-11903	57	56	solution	solution	NOUN
fumecheng-11903	57	57	has	have	AUX
fumecheng-11903	57	58	become	become	VERB
fumecheng-11903	57	59	more	more	ADV
fumecheng-11903	57	60	and	and	CCONJ
fumecheng-11903	57	61	more	more	ADV
fumecheng-11903	57	62	requested	request	VERB
fumecheng-11903	57	63	.	.	PUNCT
fumecheng-11903	58	1	however	however	ADV
fumecheng-11903	58	2	,	,	PUNCT
fumecheng-11903	58	3	the	the	DET
fumecheng-11903	58	4	development	development	NOUN
fumecheng-11903	58	5	of	of	ADP
fumecheng-11903	58	6	metaheuristics	metaheuristic	NOUN
fumecheng-11903	58	7	can	can	AUX
fumecheng-11903	58	8	be	be	AUX
fumecheng-11903	58	9	seen	see	VERB
fumecheng-11903	58	10	in	in	ADP
fumecheng-11903	58	11	the	the	DET
fumecheng-11903	58	12	appearance	appearance	NOUN
fumecheng-11903	58	13	of	of	ADP
fumecheng-11903	58	14	recent	recent	ADJ
fumecheng-11903	58	15	methods	method	NOUN
fumecheng-11903	58	16	from	from	ADP
fumecheng-11903	58	17	different	different	ADJ
fumecheng-11903	58	18	sources	source	NOUN
fumecheng-11903	58	19	of	of	ADP
fumecheng-11903	58	20	inspiration	inspiration	NOUN
fumecheng-11903	58	21	,	,	PUNCT
fumecheng-11903	58	22	such	such	ADJ
fumecheng-11903	58	23	as	as	ADP
fumecheng-11903	58	24	the	the	DET
fumecheng-11903	58	25	algorithm	algorithm	NOUN
fumecheng-11903	58	26	of	of	ADP
fumecheng-11903	58	27	the	the	DET
fumecheng-11903	58	28	hunting	hunt	VERB
fumecheng-11903	58	29	mechanism	mechanism	NOUN
fumecheng-11903	58	30	of	of	ADP
fumecheng-11903	58	31	owls	owl	NOUN
fumecheng-11903	58	32	[	[	X
fumecheng-11903	58	33	31	31	NUM
fumecheng-11903	58	34	]	]	PUNCT
fumecheng-11903	58	35	and	and	CCONJ
fumecheng-11903	58	36	that	that	PRON
fumecheng-11903	58	37	of	of	ADP
fumecheng-11903	58	38	the	the	DET
fumecheng-11903	58	39	hunting	hunting	NOUN
fumecheng-11903	58	40	of	of	ADP
fumecheng-11903	58	41	anteaters	anteater	NOUN
fumecheng-11903	58	42	[	[	X
fumecheng-11903	58	43	32	32	NUM
fumecheng-11903	58	44	]	]	PUNCT
fumecheng-11903	58	45	,	,	PUNCT
fumecheng-11903	58	46	the	the	DET
fumecheng-11903	58	47	algorithm	algorithm	NOUN
fumecheng-11903	58	48	of	of	ADP
fumecheng-11903	58	49	symbiotic	symbiotic	ADJ
fumecheng-11903	58	50	interaction	interaction	NOUN
fumecheng-11903	58	51	strategies	strategy	NOUN
fumecheng-11903	58	52	adopted	adopt	VERB
fumecheng-11903	58	53	by	by	ADP
fumecheng-11903	58	54	organisms	organism	NOUN
fumecheng-11903	58	55	to	to	PART
fumecheng-11903	58	56	survive	survive	VERB
fumecheng-11903	58	57	and	and	CCONJ
fumecheng-11903	58	58	propagate	propagate	VERB
fumecheng-11903	58	59	in	in	ADP
fumecheng-11903	58	60	the	the	DET
fumecheng-11903	58	61	ecosystem	ecosystem	NOUN
fumecheng-11903	59	1	[	[	X
fumecheng-11903	59	2	33	33	NUM
fumecheng-11903	59	3	]	]	PUNCT
fumecheng-11903	59	4	,	,	PUNCT
fumecheng-11903	59	5	the	the	DET
fumecheng-11903	59	6	algorithm	algorithm	NOUN
fumecheng-11903	59	7	of	of	ADP
fumecheng-11903	59	8	searching	search	VERB
fumecheng-11903	59	9	for	for	ADP
fumecheng-11903	59	10	squirrels	squirrel	NOUN
fumecheng-11903	59	11	[	[	X
fumecheng-11903	59	12	34	34	NUM
fumecheng-11903	59	13	]	]	PUNCT
fumecheng-11903	59	14	,	,	PUNCT
fumecheng-11903	59	15	and	and	CCONJ
fumecheng-11903	59	16	the	the	DET
fumecheng-11903	59	17	phenomenon	phenomenon	NOUN
fumecheng-11903	59	18	of	of	ADP
fumecheng-11903	59	19	food	food	NOUN
fumecheng-11903	59	20	storage	storage	NOUN
fumecheng-11903	59	21	in	in	ADP
fumecheng-11903	59	22	crows	crow	VERB
fumecheng-11903	59	23	a	a	DET
fumecheng-11903	59	24	novel	novel	ADJ
fumecheng-11903	59	25	discrete	discrete	ADJ
fumecheng-11903	59	26	rat	rat	NOUN
fumecheng-11903	59	27	swarm	swarm	NOUN
fumecheng-11903	59	28	optimization	optimization	NOUN
fumecheng-11903	59	29	algorithm	algorithm	NOUN
fumecheng-11903	59	30	for	for	ADP
fumecheng-11903	59	31	the	the	DET
fumecheng-11903	59	32	quadratic	quadratic	ADJ
fumecheng-11903	59	33	assignment	assignment	NOUN
fumecheng-11903	59	34	problem	problem	NOUN
fumecheng-11903	59	35	533	533	NUM
fumecheng-11903	60	1	[	[	NOUN
fumecheng-11903	60	2	35	35	NUM
fumecheng-11903	60	3	]	]	PUNCT
fumecheng-11903	60	4	.	.	PUNCT
fumecheng-11903	61	1	the	the	DET
fumecheng-11903	61	2	appearance	appearance	NOUN
fumecheng-11903	61	3	of	of	ADP
fumecheng-11903	61	4	heuristics	heuristic	NOUN
fumecheng-11903	61	5	does	do	AUX
fumecheng-11903	61	6	not	not	PART
fumecheng-11903	61	7	indicate	indicate	VERB
fumecheng-11903	61	8	the	the	DET
fumecheng-11903	61	9	absence	absence	NOUN
fumecheng-11903	61	10	or	or	CCONJ
fumecheng-11903	61	11	inefficiency	inefficiency	NOUN
fumecheng-11903	61	12	of	of	ADP
fumecheng-11903	61	13	previous	previous	ADJ
fumecheng-11903	61	14	methods	method	NOUN
fumecheng-11903	61	15	,	,	PUNCT
fumecheng-11903	61	16	but	but	CCONJ
fumecheng-11903	61	17	their	their	PRON
fumecheng-11903	61	18	interest	interest	NOUN
fumecheng-11903	61	19	in	in	ADP
fumecheng-11903	61	20	appearing	appear	VERB
fumecheng-11903	61	21	is	be	AUX
fumecheng-11903	61	22	mainly	mainly	ADV
fumecheng-11903	61	23	based	base	VERB
fumecheng-11903	61	24	on	on	ADP
fumecheng-11903	61	25	a	a	DET
fumecheng-11903	61	26	logic	logic	NOUN
fumecheng-11903	61	27	of	of	ADP
fumecheng-11903	61	28	intensification	intensification	NOUN
fumecheng-11903	61	29	and	and	CCONJ
fumecheng-11903	61	30	diversification	diversification	NOUN
fumecheng-11903	61	31	different	different	ADJ
fumecheng-11903	61	32	from	from	ADP
fumecheng-11903	61	33	the	the	DET
fumecheng-11903	61	34	other	other	ADJ
fumecheng-11903	61	35	methods	method	NOUN
fumecheng-11903	61	36	.	.	PUNCT
fumecheng-11903	62	1	each	each	DET
fumecheng-11903	62	2	algorithm	algorithm	NOUN
fumecheng-11903	62	3	has	have	VERB
fumecheng-11903	62	4	its	its	PRON
fumecheng-11903	62	5	own	own	ADJ
fumecheng-11903	62	6	search	search	NOUN
fumecheng-11903	62	7	characteristics	characteristic	NOUN
fumecheng-11903	62	8	that	that	PRON
fumecheng-11903	62	9	are	be	AUX
fumecheng-11903	62	10	different	different	ADJ
fumecheng-11903	62	11	from	from	ADP
fumecheng-11903	62	12	the	the	DET
fumecheng-11903	62	13	others	other	NOUN
fumecheng-11903	62	14	,	,	PUNCT
fumecheng-11903	62	15	this	this	PRON
fumecheng-11903	62	16	produces	produce	VERB
fumecheng-11903	62	17	a	a	DET
fumecheng-11903	62	18	large	large	ADJ
fumecheng-11903	62	19	variety	variety	NOUN
fumecheng-11903	62	20	of	of	ADP
fumecheng-11903	62	21	metaheuristics	metaheuristic	NOUN
fumecheng-11903	62	22	.	.	PUNCT
fumecheng-11903	63	1	metaheuristics	metaheuristic	NOUN
fumecheng-11903	63	2	are	be	AUX
fumecheng-11903	63	3	usually	usually	ADV
fumecheng-11903	63	4	presented	present	VERB
fumecheng-11903	63	5	in	in	ADP
fumecheng-11903	63	6	the	the	DET
fumecheng-11903	63	7	continuous	continuous	ADJ
fumecheng-11903	63	8	or	or	CCONJ
fumecheng-11903	63	9	discrete	discrete	ADJ
fumecheng-11903	63	10	case	case	NOUN
fumecheng-11903	63	11	,	,	PUNCT
fumecheng-11903	63	12	and	and	CCONJ
fumecheng-11903	63	13	the	the	DET
fumecheng-11903	63	14	majority	majority	NOUN
fumecheng-11903	63	15	are	be	AUX
fumecheng-11903	63	16	presented	present	VERB
fumecheng-11903	63	17	in	in	ADP
fumecheng-11903	63	18	the	the	DET
fumecheng-11903	63	19	continuous	continuous	ADJ
fumecheng-11903	63	20	case	case	NOUN
fumecheng-11903	63	21	to	to	PART
fumecheng-11903	63	22	solve	solve	VERB
fumecheng-11903	63	23	benchmarks	benchmark	NOUN
fumecheng-11903	63	24	of	of	ADP
fumecheng-11903	63	25	a	a	DET
fumecheng-11903	63	26	continuous	continuous	ADJ
fumecheng-11903	63	27	function	function	NOUN
fumecheng-11903	63	28	form	form	NOUN
fumecheng-11903	63	29	.	.	PUNCT
fumecheng-11903	64	1	however	however	ADV
fumecheng-11903	64	2	,	,	PUNCT
fumecheng-11903	64	3	in	in	ADP
fumecheng-11903	64	4	our	our	PRON
fumecheng-11903	64	5	research	research	NOUN
fumecheng-11903	64	6	case	case	NOUN
fumecheng-11903	64	7	,	,	PUNCT
fumecheng-11903	64	8	which	which	PRON
fumecheng-11903	64	9	is	be	AUX
fumecheng-11903	64	10	interested	interested	ADJ
fumecheng-11903	64	11	in	in	ADP
fumecheng-11903	64	12	solving	solve	VERB
fumecheng-11903	64	13	combinatorial	combinatorial	ADJ
fumecheng-11903	64	14	problems	problem	NOUN
fumecheng-11903	64	15	to	to	PART
fumecheng-11903	64	16	measure	measure	VERB
fumecheng-11903	64	17	the	the	DET
fumecheng-11903	64	18	quality	quality	NOUN
fumecheng-11903	64	19	of	of	ADP
fumecheng-11903	64	20	methods	method	NOUN
fumecheng-11903	64	21	in	in	ADP
fumecheng-11903	64	22	the	the	DET
fumecheng-11903	64	23	face	face	NOUN
fumecheng-11903	64	24	of	of	ADP
fumecheng-11903	64	25	real	real	ADJ
fumecheng-11903	64	26	problems	problem	NOUN
fumecheng-11903	64	27	,	,	PUNCT
fumecheng-11903	64	28	it	it	PRON
fumecheng-11903	64	29	is	be	AUX
fumecheng-11903	64	30	obvious	obvious	ADJ
fumecheng-11903	64	31	to	to	PART
fumecheng-11903	64	32	migrate	migrate	VERB
fumecheng-11903	64	33	to	to	ADP
fumecheng-11903	64	34	the	the	DET
fumecheng-11903	64	35	aspect	aspect	NOUN
fumecheng-11903	64	36	of	of	ADP
fumecheng-11903	64	37	finding	find	VERB
fumecheng-11903	64	38	a	a	DET
fumecheng-11903	64	39	continuous	continuous	ADJ
fumecheng-11903	64	40	algorithm	algorithm	NOUN
fumecheng-11903	64	41	in	in	ADP
fumecheng-11903	64	42	a	a	DET
fumecheng-11903	64	43	combinatorial	combinatorial	ADJ
fumecheng-11903	64	44	computational	computational	ADJ
fumecheng-11903	64	45	environment	environment	NOUN
fumecheng-11903	64	46	that	that	PRON
fumecheng-11903	64	47	does	do	AUX
fumecheng-11903	64	48	not	not	PART
fumecheng-11903	64	49	admit	admit	VERB
fumecheng-11903	64	50	real	real	ADJ
fumecheng-11903	64	51	type	type	NOUN
fumecheng-11903	64	52	values	value	NOUN
fumecheng-11903	64	53	.	.	PUNCT
fumecheng-11903	65	1	this	this	DET
fumecheng-11903	65	2	migration	migration	NOUN
fumecheng-11903	65	3	of	of	ADP
fumecheng-11903	65	4	an	an	DET
fumecheng-11903	65	5	algorithm	algorithm	NOUN
fumecheng-11903	65	6	is	be	AUX
fumecheng-11903	65	7	known	know	VERB
fumecheng-11903	65	8	by	by	ADP
fumecheng-11903	65	9	the	the	DET
fumecheng-11903	65	10	adaptation	adaptation	NOUN
fumecheng-11903	65	11	of	of	ADP
fumecheng-11903	65	12	the	the	DET
fumecheng-11903	65	13	algorithm	algorithm	NOUN
fumecheng-11903	65	14	for	for	ADP
fumecheng-11903	65	15	the	the	DET
fumecheng-11903	65	16	combinatorial	combinatorial	ADJ
fumecheng-11903	65	17	case	case	NOUN
fumecheng-11903	65	18	,	,	PUNCT
fumecheng-11903	65	19	which	which	PRON
fumecheng-11903	65	20	leads	lead	VERB
fumecheng-11903	65	21	to	to	ADP
fumecheng-11903	65	22	indicating	indicate	VERB
fumecheng-11903	65	23	a	a	DET
fumecheng-11903	65	24	logical	logical	ADJ
fumecheng-11903	65	25	formula	formula	NOUN
fumecheng-11903	65	26	to	to	PART
fumecheng-11903	65	27	convey	convey	VERB
fumecheng-11903	65	28	the	the	DET
fumecheng-11903	65	29	search	search	NOUN
fumecheng-11903	65	30	strategy	strategy	NOUN
fumecheng-11903	65	31	of	of	ADP
fumecheng-11903	65	32	intensification	intensification	NOUN
fumecheng-11903	65	33	and	and	CCONJ
fumecheng-11903	65	34	diversification	diversification	NOUN
fumecheng-11903	65	35	in	in	ADP
fumecheng-11903	65	36	the	the	DET
fumecheng-11903	65	37	combinatorial	combinatorial	ADJ
fumecheng-11903	65	38	environment	environment	NOUN
fumecheng-11903	65	39	.	.	PUNCT
fumecheng-11903	66	1	each	each	DET
fumecheng-11903	66	2	new	new	ADJ
fumecheng-11903	66	3	adaptation	adaptation	NOUN
fumecheng-11903	66	4	is	be	AUX
fumecheng-11903	66	5	applied	apply	VERB
fumecheng-11903	66	6	to	to	ADP
fumecheng-11903	66	7	the	the	DET
fumecheng-11903	66	8	richness	richness	NOUN
fumecheng-11903	66	9	of	of	ADP
fumecheng-11903	66	10	the	the	DET
fumecheng-11903	66	11	combinatorial	combinatorial	ADJ
fumecheng-11903	66	12	optimization	optimization	NOUN
fumecheng-11903	66	13	problems	problem	NOUN
fumecheng-11903	66	14	in	in	ADP
fumecheng-11903	66	15	order	order	NOUN
fumecheng-11903	66	16	to	to	PART
fumecheng-11903	66	17	be	be	AUX
fumecheng-11903	66	18	compared	compare	VERB
fumecheng-11903	66	19	to	to	ADP
fumecheng-11903	66	20	existing	exist	VERB
fumecheng-11903	66	21	heuristic	heuristic	ADJ
fumecheng-11903	66	22	methods	method	NOUN
fumecheng-11903	66	23	.	.	PUNCT
fumecheng-11903	67	1	for	for	ADP
fumecheng-11903	67	2	example	example	NOUN
fumecheng-11903	67	3	,	,	PUNCT
fumecheng-11903	67	4	in	in	ADP
fumecheng-11903	67	5	the	the	DET
fumecheng-11903	67	6	case	case	NOUN
fumecheng-11903	67	7	of	of	ADP
fumecheng-11903	67	8	solving	solve	VERB
fumecheng-11903	67	9	the	the	DET
fumecheng-11903	67	10	quadratic	quadratic	ADJ
fumecheng-11903	67	11	assignment	assignment	NOUN
fumecheng-11903	67	12	problem	problem	NOUN
fumecheng-11903	67	13	,	,	PUNCT
fumecheng-11903	67	14	we	we	PRON
fumecheng-11903	67	15	have	have	AUX
fumecheng-11903	67	16	seen	see	VERB
fumecheng-11903	67	17	a	a	DET
fumecheng-11903	67	18	great	great	ADJ
fumecheng-11903	67	19	evolution	evolution	NOUN
fumecheng-11903	67	20	of	of	ADP
fumecheng-11903	67	21	metaheuristics	metaheuristic	NOUN
fumecheng-11903	67	22	to	to	PART
fumecheng-11903	67	23	solve	solve	VERB
fumecheng-11903	67	24	it	it	PRON
fumecheng-11903	67	25	,	,	PUNCT
fumecheng-11903	67	26	for	for	ADP
fumecheng-11903	67	27	example	example	NOUN
fumecheng-11903	67	28	pesoa	pesoa	ADJ
fumecheng-11903	68	1	[	[	X
fumecheng-11903	68	2	36	36	NUM
fumecheng-11903	68	3	]	]	X
fumecheng-11903	68	4	,	,	PUNCT
fumecheng-11903	68	5	which	which	PRON
fumecheng-11903	68	6	is	be	AUX
fumecheng-11903	68	7	based	base	VERB
fumecheng-11903	68	8	on	on	ADP
fumecheng-11903	68	9	a	a	DET
fumecheng-11903	68	10	population	population	NOUN
fumecheng-11903	68	11	of	of	ADP
fumecheng-11903	68	12	penguins	penguin	NOUN
fumecheng-11903	68	13	,	,	PUNCT
fumecheng-11903	68	14	and	and	CCONJ
fumecheng-11903	68	15	with	with	ADP
fumecheng-11903	68	16	random	random	ADJ
fumecheng-11903	68	17	probability	probability	NOUN
fumecheng-11903	68	18	,	,	PUNCT
fumecheng-11903	68	19	or	or	CCONJ
fumecheng-11903	68	20	dcso	dcso	NOUN
fumecheng-11903	69	1	[	[	X
fumecheng-11903	69	2	37	37	NUM
fumecheng-11903	69	3	]	]	PUNCT
fumecheng-11903	69	4	,	,	PUNCT
fumecheng-11903	69	5	discrete	discrete	ADJ
fumecheng-11903	69	6	cat	cat	NOUN
fumecheng-11903	69	7	swarm	swarm	NOUN
fumecheng-11903	69	8	optimization	optimization	NOUN
fumecheng-11903	69	9	,	,	PUNCT
fumecheng-11903	69	10	which	which	PRON
fumecheng-11903	69	11	is	be	AUX
fumecheng-11903	69	12	a	a	DET
fumecheng-11903	69	13	metaheuristic	metaheuristic	ADJ
fumecheng-11903	69	14	method	method	NOUN
fumecheng-11903	69	15	based	base	VERB
fumecheng-11903	69	16	on	on	ADP
fumecheng-11903	69	17	the	the	DET
fumecheng-11903	69	18	natural	natural	ADJ
fumecheng-11903	69	19	behavior	behavior	NOUN
fumecheng-11903	69	20	of	of	ADP
fumecheng-11903	69	21	cats	cat	NOUN
fumecheng-11903	69	22	.	.	PUNCT
fumecheng-11903	70	1	the	the	DET
fumecheng-11903	70	2	sso	sso	NOUN
fumecheng-11903	70	3	swallow	swallow	NOUN
fumecheng-11903	70	4	swarm	swarm	NOUN
fumecheng-11903	70	5	optimization	optimization	NOUN
fumecheng-11903	70	6	algorithm	algorithm	NOUN
fumecheng-11903	70	7	[	[	X
fumecheng-11903	70	8	38	38	NUM
fumecheng-11903	70	9	]	]	PUNCT
fumecheng-11903	70	10	is	be	AUX
fumecheng-11903	70	11	a	a	DET
fumecheng-11903	70	12	bio	bio	ADJ
fumecheng-11903	70	13	-	-	PUNCT
fumecheng-11903	70	14	inspired	inspire	VERB
fumecheng-11903	70	15	algorithm	algorithm	NOUN
fumecheng-11903	70	16	based	base	VERB
fumecheng-11903	70	17	on	on	ADP
fumecheng-11903	70	18	the	the	DET
fumecheng-11903	70	19	behavior	behavior	NOUN
fumecheng-11903	70	20	of	of	ADP
fumecheng-11903	70	21	swarms	swarm	NOUN
fumecheng-11903	70	22	of	of	ADP
fumecheng-11903	70	23	swallows	swallow	NOUN
fumecheng-11903	70	24	,	,	PUNCT
fumecheng-11903	70	25	the	the	DET
fumecheng-11903	70	26	harmony	harmony	NOUN
fumecheng-11903	70	27	search	search	NOUN
fumecheng-11903	70	28	algorithm	algorithm	NOUN
fumecheng-11903	71	1	[	[	X
fumecheng-11903	71	2	39	39	NUM
fumecheng-11903	71	3	]	]	PUNCT
fumecheng-11903	71	4	inspired	inspire	VERB
fumecheng-11903	71	5	by	by	ADP
fumecheng-11903	71	6	the	the	DET
fumecheng-11903	71	7	analogy	analogy	NOUN
fumecheng-11903	71	8	to	to	ADP
fumecheng-11903	71	9	music	music	NOUN
fumecheng-11903	71	10	.	.	PUNCT
fumecheng-11903	72	1	in	in	ADP
fumecheng-11903	72	2	this	this	DET
fumecheng-11903	72	3	study	study	NOUN
fumecheng-11903	72	4	,	,	PUNCT
fumecheng-11903	72	5	we	we	PRON
fumecheng-11903	72	6	will	will	AUX
fumecheng-11903	72	7	present	present	VERB
fumecheng-11903	72	8	the	the	DET
fumecheng-11903	72	9	rso	rso	PROPN
fumecheng-11903	72	10	algorithm	algorithm	NOUN
fumecheng-11903	72	11	as	as	ADP
fumecheng-11903	72	12	a	a	DET
fumecheng-11903	72	13	swarm	swarm	NOUN
fumecheng-11903	72	14	intelligence	intelligence	NOUN
fumecheng-11903	72	15	algorithm	algorithm	NOUN
fumecheng-11903	72	16	that	that	PRON
fumecheng-11903	72	17	bases	base	VERB
fumecheng-11903	72	18	its	its	PRON
fumecheng-11903	72	19	behavior	behavior	NOUN
fumecheng-11903	72	20	on	on	ADP
fumecheng-11903	72	21	attacking	attack	VERB
fumecheng-11903	72	22	and	and	CCONJ
fumecheng-11903	72	23	arguing	argue	VERB
fumecheng-11903	72	24	when	when	SCONJ
fumecheng-11903	72	25	searching	search	VERB
fumecheng-11903	72	26	for	for	ADP
fumecheng-11903	72	27	prey	prey	NOUN
fumecheng-11903	72	28	.	.	PUNCT
fumecheng-11903	73	1	this	this	DET
fumecheng-11903	73	2	approach	approach	NOUN
fumecheng-11903	73	3	was	be	AUX
fumecheng-11903	73	4	originally	originally	ADV
fumecheng-11903	73	5	created	create	VERB
fumecheng-11903	73	6	to	to	PART
fumecheng-11903	73	7	improve	improve	VERB
fumecheng-11903	73	8	continuous	continuous	ADJ
fumecheng-11903	73	9	functions	function	NOUN
fumecheng-11903	73	10	.	.	PUNCT
fumecheng-11903	74	1	this	this	DET
fumecheng-11903	74	2	algorithm	algorithm	NOUN
fumecheng-11903	74	3	has	have	AUX
fumecheng-11903	74	4	been	be	AUX
fumecheng-11903	74	5	compared	compare	VERB
fumecheng-11903	74	6	to	to	ADP
fumecheng-11903	74	7	seven	seven	NUM
fumecheng-11903	74	8	continuous	continuous	ADJ
fumecheng-11903	74	9	algorithms	algorithm	NOUN
fumecheng-11903	74	10	.	.	PUNCT
fumecheng-11903	75	1	in	in	ADP
fumecheng-11903	75	2	fact	fact	NOUN
fumecheng-11903	75	3	,	,	PUNCT
fumecheng-11903	75	4	the	the	DET
fumecheng-11903	75	5	algorithm	algorithm	NOUN
fumecheng-11903	75	6	shows	show	VERB
fumecheng-11903	75	7	good	good	ADJ
fumecheng-11903	75	8	efficiency	efficiency	NOUN
fumecheng-11903	75	9	when	when	SCONJ
fumecheng-11903	75	10	applied	apply	VERB
fumecheng-11903	75	11	to	to	PART
fumecheng-11903	75	12	solve	solve	VERB
fumecheng-11903	75	13	various	various	ADJ
fumecheng-11903	75	14	continuous	continuous	ADJ
fumecheng-11903	75	15	optimization	optimization	NOUN
fumecheng-11903	75	16	problems	problem	NOUN
fumecheng-11903	75	17	.	.	PUNCT
fumecheng-11903	76	1	implementing	implement	VERB
fumecheng-11903	76	2	and	and	CCONJ
fumecheng-11903	76	3	improving	improve	VERB
fumecheng-11903	76	4	the	the	DET
fumecheng-11903	76	5	original	original	ADJ
fumecheng-11903	76	6	algorithm	algorithm	NOUN
fumecheng-11903	76	7	to	to	PART
fumecheng-11903	76	8	address	address	VERB
fumecheng-11903	76	9	various	various	ADJ
fumecheng-11903	76	10	challenges	challenge	NOUN
fumecheng-11903	76	11	.	.	PUNCT
fumecheng-11903	77	1	in	in	ADP
fumecheng-11903	77	2	order	order	NOUN
fumecheng-11903	77	3	to	to	PART
fumecheng-11903	77	4	efficiently	efficiently	ADV
fumecheng-11903	77	5	optimize	optimize	VERB
fumecheng-11903	77	6	the	the	DET
fumecheng-11903	77	7	traveling	travel	VERB
fumecheng-11903	77	8	salesman	salesman	ADJ
fumecheng-11903	77	9	problem	problem	NOUN
fumecheng-11903	77	10	,	,	PUNCT
fumecheng-11903	77	11	mzili	mzili	NOUN
fumecheng-11903	77	12	,	,	PUNCT
fumecheng-11903	77	13	and	and	CCONJ
fumecheng-11903	77	14	riffi	riffi	PROPN
fumecheng-11903	77	15	added	add	VERB
fumecheng-11903	77	16	additional	additional	ADJ
fumecheng-11903	77	17	heuristics	heuristic	NOUN
fumecheng-11903	77	18	of	of	ADP
fumecheng-11903	77	19	mechanisms	mechanism	NOUN
fumecheng-11903	77	20	to	to	ADP
fumecheng-11903	77	21	this	this	DET
fumecheng-11903	77	22	method	method	NOUN
fumecheng-11903	77	23	,	,	PUNCT
fumecheng-11903	77	24	to	to	PART
fumecheng-11903	77	25	improve	improve	VERB
fumecheng-11903	77	26	the	the	DET
fumecheng-11903	77	27	local	local	ADJ
fumecheng-11903	77	28	search	search	NOUN
fumecheng-11903	77	29	capability	capability	NOUN
fumecheng-11903	77	30	to	to	PART
fumecheng-11903	77	31	ensure	ensure	VERB
fumecheng-11903	77	32	efficient	efficient	ADJ
fumecheng-11903	77	33	exploitation	exploitation	NOUN
fumecheng-11903	77	34	of	of	ADP
fumecheng-11903	77	35	the	the	DET
fumecheng-11903	77	36	search	search	NOUN
fumecheng-11903	77	37	space	space	NOUN
fumecheng-11903	77	38	and	and	CCONJ
fumecheng-11903	77	39	escape	escape	VERB
fumecheng-11903	77	40	local	local	ADJ
fumecheng-11903	77	41	minima	minima	NOUN
fumecheng-11903	77	42	.	.	PUNCT
fumecheng-11903	78	1	in	in	ADP
fumecheng-11903	78	2	what	what	PRON
fumecheng-11903	78	3	follows	follow	VERB
fumecheng-11903	78	4	,	,	PUNCT
fumecheng-11903	78	5	we	we	PRON
fumecheng-11903	78	6	will	will	AUX
fumecheng-11903	78	7	redefine	redefine	VERB
fumecheng-11903	78	8	this	this	DET
fumecheng-11903	78	9	optimizer	optimizer	NOUN
fumecheng-11903	78	10	to	to	PART
fumecheng-11903	78	11	solve	solve	VERB
fumecheng-11903	78	12	the	the	DET
fumecheng-11903	78	13	quadratic	quadratic	ADJ
fumecheng-11903	78	14	assignment	assignment	NOUN
fumecheng-11903	78	15	problem	problem	NOUN
fumecheng-11903	78	16	by	by	ADP
fumecheng-11903	78	17	taking	take	VERB
fumecheng-11903	78	18	up	up	ADP
fumecheng-11903	78	19	these	these	DET
fumecheng-11903	78	20	mathematical	mathematical	ADJ
fumecheng-11903	78	21	operators	operator	NOUN
fumecheng-11903	78	22	and	and	CCONJ
fumecheng-11903	78	23	search	search	NOUN
fumecheng-11903	78	24	mechanisms	mechanism	NOUN
fumecheng-11903	78	25	.	.	PUNCT
fumecheng-11903	79	1	3	3	X
fumecheng-11903	79	2	.	.	X
fumecheng-11903	79	3	quadratic	quadratic	ADJ
fumecheng-11903	79	4	assignment	assignment	NOUN
fumecheng-11903	79	5	problem	problem	NOUN
fumecheng-11903	79	6	(	(	PUNCT
fumecheng-11903	79	7	qap	qap	NOUN
fumecheng-11903	79	8	)	)	PUNCT
fumecheng-11903	79	9	the	the	DET
fumecheng-11903	79	10	quadratic	quadratic	ADJ
fumecheng-11903	79	11	assignment	assignment	NOUN
fumecheng-11903	79	12	problem	problem	NOUN
fumecheng-11903	79	13	(	(	PUNCT
fumecheng-11903	79	14	qap	qap	NOUN
fumecheng-11903	79	15	)	)	PUNCT
fumecheng-11903	79	16	is	be	AUX
fumecheng-11903	79	17	a	a	DET
fumecheng-11903	79	18	mathematical	mathematical	ADJ
fumecheng-11903	79	19	optimization	optimization	NOUN
fumecheng-11903	79	20	model	model	NOUN
fumecheng-11903	79	21	that	that	PRON
fumecheng-11903	79	22	was	be	AUX
fumecheng-11903	79	23	introduced	introduce	VERB
fumecheng-11903	79	24	in	in	ADP
fumecheng-11903	79	25	1957	1957	NUM
fumecheng-11903	79	26	by	by	ADP
fumecheng-11903	79	27	koopmans	koopman	NOUN
fumecheng-11903	79	28	and	and	CCONJ
fumecheng-11903	79	29	beckman	beckman	PROPN
fumecheng-11903	80	1	[	[	X
fumecheng-11903	80	2	1	1	NUM
fumecheng-11903	80	3	]	]	PUNCT
fumecheng-11903	80	4	.	.	PUNCT
fumecheng-11903	81	1	it	it	PRON
fumecheng-11903	81	2	was	be	AUX
fumecheng-11903	81	3	originally	originally	ADV
fumecheng-11903	81	4	developed	develop	VERB
fumecheng-11903	81	5	to	to	PART
fumecheng-11903	81	6	model	model	VERB
fumecheng-11903	81	7	a	a	DET
fumecheng-11903	81	8	plant	plant	NOUN
fumecheng-11903	81	9	location	location	NOUN
fumecheng-11903	81	10	problem	problem	NOUN
fumecheng-11903	81	11	,	,	PUNCT
fumecheng-11903	81	12	and	and	CCONJ
fumecheng-11903	81	13	its	its	PRON
fumecheng-11903	81	14	objective	objective	NOUN
fumecheng-11903	81	15	is	be	AUX
fumecheng-11903	81	16	to	to	PART
fumecheng-11903	81	17	find	find	VERB
fumecheng-11903	81	18	the	the	DET
fumecheng-11903	81	19	optimal	optimal	ADJ
fumecheng-11903	81	20	location	location	NOUN
fumecheng-11903	81	21	of	of	ADP
fumecheng-11903	81	22	a	a	DET
fumecheng-11903	81	23	set	set	NOUN
fumecheng-11903	81	24	of	of	ADP
fumecheng-11903	81	25	plants	plant	NOUN
fumecheng-11903	81	26	taking	take	VERB
fumecheng-11903	81	27	into	into	ADP
fumecheng-11903	81	28	account	account	NOUN
fumecheng-11903	81	29	their	their	PRON
fumecheng-11903	81	30	interactions	interaction	NOUN
fumecheng-11903	81	31	and	and	CCONJ
fumecheng-11903	81	32	distances	distance	NOUN
fumecheng-11903	81	33	with	with	ADP
fumecheng-11903	81	34	other	other	ADJ
fumecheng-11903	81	35	plants	plant	NOUN
fumecheng-11903	81	36	.	.	PUNCT
fumecheng-11903	82	1	since	since	SCONJ
fumecheng-11903	82	2	its	its	PRON
fumecheng-11903	82	3	introduction	introduction	NOUN
fumecheng-11903	82	4	,	,	PUNCT
fumecheng-11903	82	5	the	the	DET
fumecheng-11903	82	6	qap	qap	NOUN
fumecheng-11903	82	7	has	have	AUX
fumecheng-11903	82	8	become	become	VERB
fumecheng-11903	82	9	a	a	DET
fumecheng-11903	82	10	well	well	ADV
fumecheng-11903	82	11	-	-	PUNCT
fumecheng-11903	82	12	known	know	VERB
fumecheng-11903	82	13	problem	problem	NOUN
fumecheng-11903	82	14	in	in	ADP
fumecheng-11903	82	15	the	the	DET
fumecheng-11903	82	16	literature	literature	NOUN
fumecheng-11903	82	17	,	,	PUNCT
fumecheng-11903	82	18	as	as	SCONJ
fumecheng-11903	82	19	it	it	PRON
fumecheng-11903	82	20	has	have	AUX
fumecheng-11903	82	21	been	be	AUX
fumecheng-11903	82	22	studied	study	VERB
fumecheng-11903	82	23	in	in	ADP
fumecheng-11903	82	24	a	a	DET
fumecheng-11903	82	25	number	number	NOUN
fumecheng-11903	82	26	of	of	ADP
fumecheng-11903	82	27	research	research	NOUN
fumecheng-11903	82	28	contexts	contexts	NOUN
fumecheng-11903	82	29	.	.	PUNCT
fumecheng-11903	83	1	this	this	PRON
fumecheng-11903	83	2	is	be	AUX
fumecheng-11903	83	3	because	because	SCONJ
fumecheng-11903	83	4	the	the	DET
fumecheng-11903	83	5	qap	qap	NOUN
fumecheng-11903	83	6	presents	present	VERB
fumecheng-11903	83	7	a	a	DET
fumecheng-11903	83	8	generic	generic	ADJ
fumecheng-11903	83	9	case	case	NOUN
fumecheng-11903	83	10	that	that	PRON
fumecheng-11903	83	11	can	can	AUX
fumecheng-11903	83	12	be	be	AUX
fumecheng-11903	83	13	applied	apply	VERB
fumecheng-11903	83	14	to	to	ADP
fumecheng-11903	83	15	other	other	ADJ
fumecheng-11903	83	16	problems	problem	NOUN
fumecheng-11903	83	17	.	.	PUNCT
fumecheng-11903	84	1	in	in	ADP
fumecheng-11903	84	2	the	the	DET
fumecheng-11903	84	3	qap	qap	NOUN
fumecheng-11903	84	4	,	,	PUNCT
fumecheng-11903	84	5	the	the	DET
fumecheng-11903	84	6	data	data	NOUN
fumecheng-11903	84	7	is	be	AUX
fumecheng-11903	84	8	presented	present	VERB
fumecheng-11903	84	9	in	in	ADP
fumecheng-11903	84	10	the	the	DET
fumecheng-11903	84	11	form	form	NOUN
fumecheng-11903	84	12	of	of	ADP
fumecheng-11903	84	13	matrices	matrix	NOUN
fumecheng-11903	84	14	,	,	PUNCT
fumecheng-11903	84	15	the	the	DET
fumecheng-11903	84	16	first	first	ADJ
fumecheng-11903	84	17	flow	flow	NOUN
fumecheng-11903	84	18	matrix	matrix	NOUN
fumecheng-11903	84	19	is	be	AUX
fumecheng-11903	84	20	f=(fi	f=(fi	ADJ
fumecheng-11903	84	21	,	,	PUNCT
fumecheng-11903	84	22	j	j	PROPN
fumecheng-11903	84	23	)	)	PUNCT
fumecheng-11903	84	24	,	,	PUNCT
fumecheng-11903	84	25	where	where	SCONJ
fumecheng-11903	84	26	(	(	PUNCT
fumecheng-11903	84	27	fi	fi	NOUN
fumecheng-11903	84	28	,	,	PUNCT
fumecheng-11903	84	29	j	j	NOUN
fumecheng-11903	84	30	)	)	PUNCT
fumecheng-11903	84	31	is	be	AUX
fumecheng-11903	84	32	the	the	DET
fumecheng-11903	84	33	measure	measure	NOUN
fumecheng-11903	84	34	of	of	ADP
fumecheng-11903	84	35	independence	independence	NOUN
fumecheng-11903	84	36	between	between	ADP
fumecheng-11903	84	37	plant	plant	NOUN
fumecheng-11903	84	38	𝑖	𝑖	NOUN
fumecheng-11903	84	39	and	and	CCONJ
fumecheng-11903	84	40	plant	plant	VERB
fumecheng-11903	84	41	𝑗	𝑗	ADP
fumecheng-11903	84	42	,	,	PUNCT
fumecheng-11903	84	43	the	the	DET
fumecheng-11903	84	44	second	second	ADJ
fumecheng-11903	84	45	matrix	matrix	NOUN
fumecheng-11903	84	46	534	534	NUM
fumecheng-11903	84	47	t.	t.	PROPN
fumecheng-11903	84	48	mzili	mzili	NOUN
fumecheng-11903	84	49	,	,	PUNCT
fumecheng-11903	84	50	i.	i.	PROPN
fumecheng-11903	84	51	mzili	mzili	PROPN
fumecheng-11903	84	52	,	,	PUNCT
fumecheng-11903	84	53	m.e	m.e	PROPN
fumecheng-11903	84	54	.	.	PROPN
fumecheng-11903	84	55	riffi	riffi	PROPN
fumecheng-11903	84	56	,	,	PUNCT
fumecheng-11903	84	57	d.	d.	PROPN
fumecheng-11903	84	58	pamucar	pamucar	PROPN
fumecheng-11903	84	59	,	,	PUNCT
fumecheng-11903	84	60	v.	v.	PROPN
fumecheng-11903	84	61	simic	simic	PROPN
fumecheng-11903	84	62	,	,	PUNCT
fumecheng-11903	84	63	m.	m.	NOUN
fumecheng-11903	84	64	kurdi	kurdi	PROPN
fumecheng-11903	84	65	denotes	denote	VERB
fumecheng-11903	84	66	the	the	DET
fumecheng-11903	84	67	address	address	NOUN
fumecheng-11903	84	68	of	of	ADP
fumecheng-11903	84	69	the	the	DET
fumecheng-11903	84	70	premises	premise	NOUN
fumecheng-11903	84	71	d=(di	d=(di	ADJ
fumecheng-11903	84	72	,	,	PUNCT
fumecheng-11903	84	73	j	j	NOUN
fumecheng-11903	84	74	)	)	PUNCT
fumecheng-11903	84	75	to	to	PART
fumecheng-11903	84	76	which	which	PRON
fumecheng-11903	84	77	the	the	DET
fumecheng-11903	84	78	factories	factory	NOUN
fumecheng-11903	84	79	can	can	AUX
fumecheng-11903	84	80	be	be	AUX
fumecheng-11903	84	81	assigned	assign	VERB
fumecheng-11903	84	82	,	,	PUNCT
fumecheng-11903	84	83	where	where	SCONJ
fumecheng-11903	84	84	di	di	NOUN
fumecheng-11903	84	85	,	,	PUNCT
fumecheng-11903	84	86	j	j	PROPN
fumecheng-11903	84	87	represents	represent	VERB
fumecheng-11903	84	88	the	the	DET
fumecheng-11903	84	89	distance	distance	NOUN
fumecheng-11903	84	90	between	between	ADP
fumecheng-11903	84	91	premises	premise	NOUN
fumecheng-11903	84	92	i	i	PRON
fumecheng-11903	84	93	and	and	CCONJ
fumecheng-11903	84	94	premises	premise	VERB
fumecheng-11903	84	95	j.	j.	PROPN
fumecheng-11903	84	96	formally	formally	ADV
fumecheng-11903	84	97	,	,	PUNCT
fumecheng-11903	84	98	in	in	ADP
fumecheng-11903	84	99	a	a	DET
fumecheng-11903	84	100	qap	qap	ADJ
fumecheng-11903	84	101	problem	problem	NOUN
fumecheng-11903	84	102	of	of	ADP
fumecheng-11903	84	103	size	size	NOUN
fumecheng-11903	84	104	𝑛	𝑛	PROPN
fumecheng-11903	84	105	,	,	PUNCT
fumecheng-11903	84	106	i.e.	i.e.	X
fumecheng-11903	84	107	,	,	PUNCT
fumecheng-11903	84	108	assigning	assign	VERB
fumecheng-11903	84	109	𝑛	𝑛	DET
fumecheng-11903	84	110	factories	factory	NOUN
fumecheng-11903	84	111	in	in	ADP
fumecheng-11903	84	112	𝑛	𝑛	DET
fumecheng-11903	84	113	location	location	NOUN
fumecheng-11903	84	114	,	,	PUNCT
fumecheng-11903	84	115	with	with	ADP
fumecheng-11903	84	116	f=(fi	f=(fi	PROPN
fumecheng-11903	84	117	,	,	PUNCT
fumecheng-11903	84	118	j	j	PROPN
fumecheng-11903	84	119	)	)	PUNCT
fumecheng-11903	84	120	and	and	CCONJ
fumecheng-11903	84	121	d=(di	d=(di	ADJ
fumecheng-11903	84	122	,	,	PUNCT
fumecheng-11903	84	123	j	j	NOUN
fumecheng-11903	84	124	)	)	PUNCT
fumecheng-11903	84	125	are	be	AUX
fumecheng-11903	84	126	the	the	DET
fumecheng-11903	84	127	flow	flow	NOUN
fumecheng-11903	84	128	and	and	CCONJ
fumecheng-11903	84	129	distance	distance	NOUN
fumecheng-11903	84	130	matrices	matrix	NOUN
fumecheng-11903	84	131	,	,	PUNCT
fumecheng-11903	84	132	its	its	PRON
fumecheng-11903	84	133	solution	solution	NOUN
fumecheng-11903	84	134	amounts	amount	VERB
fumecheng-11903	84	135	to	to	ADP
fumecheng-11903	84	136	optimizing	optimize	VERB
fumecheng-11903	84	137	the	the	DET
fumecheng-11903	84	138	following	follow	VERB
fumecheng-11903	84	139	function	function	NOUN
fumecheng-11903	84	140	:	:	PUNCT
fumecheng-11903	84	141	▪	▪	X
fumecheng-11903	84	142	sets	set	NOUN
fumecheng-11903	84	143	n={1,2,3	n={1,2,3	ADJ
fumecheng-11903	84	144	,	,	PUNCT
fumecheng-11903	84	145	…	…	PUNCT
fumecheng-11903	84	146	,	,	PUNCT
fumecheng-11903	84	147	n	n	CCONJ
fumecheng-11903	84	148	}	}	PUNCT
fumecheng-11903	84	149	▪	▪	ADJ
fumecheng-11903	84	150	sn=	sn=	NOUN
fumecheng-11903	84	151	ø	ø	X
fumecheng-11903	84	152	:	:	PUNCT
fumecheng-11903	84	153	n	n	X
fumecheng-11903	84	154	→	→	PUNCT
fumecheng-11903	84	155	m	m	NOUN
fumecheng-11903	84	156	represents	represent	VERB
fumecheng-11903	84	157	the	the	DET
fumecheng-11903	84	158	set	set	NOUN
fumecheng-11903	84	159	of	of	ADP
fumecheng-11903	84	160	all	all	DET
fumecheng-11903	84	161	permutations	permutation	NOUN
fumecheng-11903	84	162	.	.	PUNCT
fumecheng-11903	85	1	▪	▪	ADJ
fumecheng-11903	85	2	parameters	parameter	NOUN
fumecheng-11903	85	3	▪	▪	ADJ
fumecheng-11903	85	4	f=(fi	f=(fi	PROPN
fumecheng-11903	85	5	,	,	PUNCT
fumecheng-11903	85	6	j	j	NOUN
fumecheng-11903	85	7	)	)	PUNCT
fumecheng-11903	85	8	matrix	matrix	NOUN
fumecheng-11903	85	9	of	of	ADP
fumecheng-11903	85	10	flow	flow	NOUN
fumecheng-11903	85	11	between	between	ADP
fumecheng-11903	85	12	facilities	facility	NOUN
fumecheng-11903	85	13	i	i	PRON
fumecheng-11903	85	14	and	and	CCONJ
fumecheng-11903	85	15	j	j	PROPN
fumecheng-11903	85	16	▪	▪	ADV
fumecheng-11903	85	17	d=(di	d=(di	PROPN
fumecheng-11903	85	18	,	,	PUNCT
fumecheng-11903	85	19	j	j	NOUN
fumecheng-11903	85	20	)	)	PUNCT
fumecheng-11903	85	21	matrix	matrix	NOUN
fumecheng-11903	85	22	of	of	ADP
fumecheng-11903	85	23	the	the	DET
fumecheng-11903	85	24	distance	distance	NOUN
fumecheng-11903	85	25	between	between	ADP
fumecheng-11903	85	26	locations	location	NOUN
fumecheng-11903	85	27	i	i	PRON
fumecheng-11903	85	28	and	and	CCONJ
fumecheng-11903	85	29	j.	j.	PROPN
fumecheng-11903	85	30	𝑴𝒊𝒏	𝑴𝒊𝒏	PROPN
fumecheng-11903	85	31	∅	∅	NOUN
fumecheng-11903	85	32	∈	∈	PROPN
fumecheng-11903	86	1	𝑺𝒏	𝑺𝒏	NOUN
fumecheng-11903	86	2	∑	∑	PROPN
fumecheng-11903	86	3	∑	∑	PROPN
fumecheng-11903	86	4	𝒇𝒊,𝒋	𝒇𝒊,𝒋	SYM
fumecheng-11903	86	5	×	×	NOUN
fumecheng-11903	86	6	𝒅∅(𝒊)∅(𝒋	𝒅∅(𝒊)∅(𝒋	NOUN
fumecheng-11903	86	7	)	)	PUNCT
fumecheng-11903	86	8	𝒏	𝒏	PROPN
fumecheng-11903	86	9	𝒋	𝒋	X
fumecheng-11903	86	10	𝒏	𝒏	PROPN
fumecheng-11903	86	11	𝒊=𝟏	𝒊=𝟏	PROPN
fumecheng-11903	86	12	(	(	PUNCT
fumecheng-11903	86	13	1	1	X
fumecheng-11903	86	14	)	)	PUNCT
fumecheng-11903	86	15	a	a	DET
fumecheng-11903	86	16	permutation	permutation	NOUN
fumecheng-11903	86	17	,	,	PUNCT
fumecheng-11903	86	18	where	where	SCONJ
fumecheng-11903	86	19	i	i	PRON
fumecheng-11903	86	20	is	be	AUX
fumecheng-11903	86	21	the	the	DET
fumecheng-11903	86	22	place	place	NOUN
fumecheng-11903	86	23	to	to	PART
fumecheng-11903	86	24	which	which	DET
fumecheng-11903	86	25	facility	facility	NOUN
fumecheng-11903	86	26	i	i	PRON
fumecheng-11903	86	27	is	be	AUX
fumecheng-11903	86	28	assigned	assign	VERB
fumecheng-11903	86	29	,	,	PUNCT
fumecheng-11903	86	30	is	be	AUX
fumecheng-11903	86	31	used	use	VERB
fumecheng-11903	86	32	to	to	PART
fumecheng-11903	86	33	indicate	indicate	VERB
fumecheng-11903	86	34	the	the	DET
fumecheng-11903	86	35	assignment	assignment	NOUN
fumecheng-11903	86	36	of	of	ADP
fumecheng-11903	86	37	facilities	facility	NOUN
fumecheng-11903	86	38	to	to	ADP
fumecheng-11903	86	39	locations	location	NOUN
fumecheng-11903	86	40	.	.	PUNCT
fumecheng-11903	87	1	the	the	DET
fumecheng-11903	87	2	cost	cost	NOUN
fumecheng-11903	87	3	of	of	ADP
fumecheng-11903	87	4	assigning	assign	VERB
fumecheng-11903	87	5	facility	facility	NOUN
fumecheng-11903	87	6	i	i	PRON
fumecheng-11903	87	7	to	to	PART
fumecheng-11903	87	8	location	location	VERB
fumecheng-11903	87	9	ø(i	ø(i	PROPN
fumecheng-11903	87	10	)	)	PUNCT
fumecheng-11903	87	11	and	and	CCONJ
fumecheng-11903	87	12	facility	facility	NOUN
fumecheng-11903	87	13	j	j	PROPN
fumecheng-11903	87	14	to	to	PART
fumecheng-11903	87	15	location	location	VERB
fumecheng-11903	87	16	ø(j	ø(j	NOUN
fumecheng-11903	87	17	)	)	PUNCT
fumecheng-11903	87	18	equals	equal	VERB
fumecheng-11903	87	19	the	the	DET
fumecheng-11903	87	20	cost	cost	NOUN
fumecheng-11903	87	21	of	of	ADP
fumecheng-11903	87	22	each	each	DET
fumecheng-11903	87	23	individual	individual	ADJ
fumecheng-11903	87	24	product	product	NOUN
fumecheng-11903	87	25	fi	fi	NOUN
fumecheng-11903	87	26	,	,	PUNCT
fumecheng-11903	87	27	j	j	PROPN
fumecheng-11903	87	28	×	×	NOUN
fumecheng-11903	87	29	dø(j	dø(j	NOUN
fumecheng-11903	87	30	)	)	PUNCT
fumecheng-11903	87	31	ø(j	ø(j	NOUN
fumecheng-11903	87	32	)	)	PUNCT
fumecheng-11903	87	33	.	.	PUNCT
fumecheng-11903	88	1	the	the	DET
fumecheng-11903	88	2	solution	solution	NOUN
fumecheng-11903	88	3	is	be	AUX
fumecheng-11903	88	4	a	a	DET
fumecheng-11903	88	5	permutation	permutation	NOUN
fumecheng-11903	88	6	ø	ø	NOUN
fumecheng-11903	88	7	of	of	ADP
fumecheng-11903	88	8	n	n	PRON
fumecheng-11903	88	9	elements	element	NOUN
fumecheng-11903	88	10	of	of	ADP
fumecheng-11903	88	11	the	the	DET
fumecheng-11903	88	12	search	search	NOUN
fumecheng-11903	88	13	space	space	NOUN
fumecheng-11903	88	14	;	;	PUNCT
fumecheng-11903	88	15	each	each	DET
fumecheng-11903	88	16	element	element	NOUN
fumecheng-11903	88	17	ø(i	ø(i	PROPN
fumecheng-11903	88	18	)	)	PUNCT
fumecheng-11903	88	19	indicates	indicate	VERB
fumecheng-11903	88	20	the	the	DET
fumecheng-11903	88	21	location	location	NOUN
fumecheng-11903	88	22	of	of	ADP
fumecheng-11903	88	23	the	the	DET
fumecheng-11903	88	24	proposed	propose	VERB
fumecheng-11903	88	25	assignment	assignment	NOUN
fumecheng-11903	88	26	for	for	ADP
fumecheng-11903	88	27	plant	plant	NOUN
fumecheng-11903	88	28	𝑖	𝑖	SYM
fumecheng-11903	88	29	in	in	ADP
fumecheng-11903	88	30	the	the	DET
fumecheng-11903	88	31	assignment	assignment	NOUN
fumecheng-11903	88	32	ø	ø	NOUN
fumecheng-11903	88	33	.	.	PUNCT
fumecheng-11903	89	1	the	the	DET
fumecheng-11903	89	2	interest	interest	NOUN
fumecheng-11903	89	3	is	be	AUX
fumecheng-11903	89	4	to	to	PART
fumecheng-11903	89	5	find	find	VERB
fumecheng-11903	89	6	the	the	DET
fumecheng-11903	89	7	permutation	permutation	NOUN
fumecheng-11903	89	8	ø(i	ø(i	PROPN
fumecheng-11903	89	9	)	)	PUNCT
fumecheng-11903	89	10	that	that	PRON
fumecheng-11903	89	11	minimizes	minimize	VERB
fumecheng-11903	89	12	the	the	DET
fumecheng-11903	89	13	objective	objective	ADJ
fumecheng-11903	89	14	function	function	NOUN
fumecheng-11903	89	15	.	.	PUNCT
fumecheng-11903	90	1	for	for	ADP
fumecheng-11903	90	2	each	each	DET
fumecheng-11903	90	3	problem	problem	NOUN
fumecheng-11903	90	4	of	of	ADP
fumecheng-11903	90	5	size	size	NOUN
fumecheng-11903	90	6	𝑛	𝑛	PROPN
fumecheng-11903	90	7	,	,	PUNCT
fumecheng-11903	90	8	the	the	DET
fumecheng-11903	90	9	number	number	NOUN
fumecheng-11903	90	10	of	of	ADP
fumecheng-11903	90	11	possible	possible	ADJ
fumecheng-11903	90	12	permutations	permutation	NOUN
fumecheng-11903	90	13	is	be	AUX
fumecheng-11903	90	14	𝑛	𝑛	NOUN
fumecheng-11903	90	15	!	!	PUNCT
fumecheng-11903	90	16	e.g.	e.g.	ADV
fumecheng-11903	90	17	,	,	PUNCT
fumecheng-11903	90	18	for	for	ADP
fumecheng-11903	90	19	a	a	DET
fumecheng-11903	90	20	problem	problem	NOUN
fumecheng-11903	90	21	of	of	ADP
fumecheng-11903	90	22	size	size	NOUN
fumecheng-11903	90	23	10	10	NUM
fumecheng-11903	90	24	the	the	DET
fumecheng-11903	90	25	number	number	NOUN
fumecheng-11903	90	26	of	of	ADP
fumecheng-11903	90	27	possible	possible	ADJ
fumecheng-11903	90	28	solutions	solution	NOUN
fumecheng-11903	90	29	is	be	AUX
fumecheng-11903	90	30	3628800	3628800	NUM
fumecheng-11903	90	31	,	,	PUNCT
fumecheng-11903	90	32	as	as	ADP
fumecheng-11903	90	33	the	the	DET
fumecheng-11903	90	34	size	size	NOUN
fumecheng-11903	90	35	of	of	ADP
fumecheng-11903	90	36	increases	increase	NOUN
fumecheng-11903	90	37	,	,	PUNCT
fumecheng-11903	90	38	the	the	DET
fumecheng-11903	90	39	computational	computational	ADJ
fumecheng-11903	90	40	time	time	NOUN
fumecheng-11903	90	41	increases	increase	VERB
fumecheng-11903	90	42	in	in	ADP
fumecheng-11903	90	43	parallel	parallel	NOUN
fumecheng-11903	90	44	,	,	PUNCT
fumecheng-11903	90	45	which	which	PRON
fumecheng-11903	90	46	presents	present	VERB
fumecheng-11903	90	47	complexity	complexity	NOUN
fumecheng-11903	90	48	in	in	ADP
fumecheng-11903	90	49	this	this	DET
fumecheng-11903	90	50	np	np	NOUN
fumecheng-11903	90	51	-	-	ADJ
fumecheng-11903	90	52	hard	hard	ADJ
fumecheng-11903	90	53	classified	classified	ADJ
fumecheng-11903	90	54	problem	problem	NOUN
fumecheng-11903	90	55	[	[	X
fumecheng-11903	90	56	40	40	NUM
fumecheng-11903	90	57	]	]	PUNCT
fumecheng-11903	90	58	.	.	PUNCT
fumecheng-11903	91	1	however	however	ADV
fumecheng-11903	91	2	,	,	PUNCT
fumecheng-11903	91	3	qap	qap	PROPN
fumecheng-11903	91	4	has	have	VERB
fumecheng-11903	91	5	a	a	DET
fumecheng-11903	91	6	variety	variety	NOUN
fumecheng-11903	91	7	of	of	ADP
fumecheng-11903	91	8	applications	application	NOUN
fumecheng-11903	91	9	in	in	ADP
fumecheng-11903	91	10	real	real	ADJ
fumecheng-11903	91	11	life	life	NOUN
fumecheng-11903	91	12	,	,	PUNCT
fumecheng-11903	91	13	for	for	ADP
fumecheng-11903	91	14	example	example	NOUN
fumecheng-11903	91	15	[	[	X
fumecheng-11903	91	16	41	41	NUM
fumecheng-11903	91	17	]	]	PUNCT
fumecheng-11903	91	18	have	have	AUX
fumecheng-11903	91	19	applied	apply	VERB
fumecheng-11903	91	20	qap	qap	NOUN
fumecheng-11903	91	21	in	in	ADP
fumecheng-11903	91	22	a	a	DET
fumecheng-11903	91	23	university	university	NOUN
fumecheng-11903	91	24	campus	campus	NOUN
fumecheng-11903	91	25	,	,	PUNCT
fumecheng-11903	91	26	the	the	DET
fumecheng-11903	91	27	interest	interest	NOUN
fumecheng-11903	91	28	is	be	AUX
fumecheng-11903	91	29	to	to	PART
fumecheng-11903	91	30	find	find	VERB
fumecheng-11903	91	31	the	the	DET
fumecheng-11903	91	32	ideal	ideal	ADJ
fumecheng-11903	91	33	allocation	allocation	NOUN
fumecheng-11903	91	34	of	of	ADP
fumecheng-11903	91	35	buildings	building	NOUN
fumecheng-11903	91	36	to	to	PART
fumecheng-11903	91	37	decrease	decrease	VERB
fumecheng-11903	91	38	the	the	DET
fumecheng-11903	91	39	traffic	traffic	NOUN
fumecheng-11903	91	40	of	of	ADP
fumecheng-11903	91	41	steps	step	NOUN
fumecheng-11903	91	42	in	in	ADP
fumecheng-11903	91	43	the	the	DET
fumecheng-11903	91	44	campus	campus	NOUN
fumecheng-11903	91	45	.	.	PUNCT
fumecheng-11903	92	1	another	another	DET
fumecheng-11903	92	2	example	example	NOUN
fumecheng-11903	92	3	is	be	AUX
fumecheng-11903	92	4	[	[	X
fumecheng-11903	92	5	42	42	NUM
fumecheng-11903	92	6	]	]	PUNCT
fumecheng-11903	92	7	to	to	PART
fumecheng-11903	92	8	use	use	VERB
fumecheng-11903	92	9	the	the	DET
fumecheng-11903	92	10	same	same	ADJ
fumecheng-11903	92	11	concept	concept	NOUN
fumecheng-11903	92	12	to	to	PART
fumecheng-11903	92	13	find	find	VERB
fumecheng-11903	92	14	an	an	DET
fumecheng-11903	92	15	assignment	assignment	NOUN
fumecheng-11903	92	16	of	of	ADP
fumecheng-11903	92	17	blocks	block	NOUN
fumecheng-11903	92	18	of	of	ADP
fumecheng-11903	92	19	different	different	ADJ
fumecheng-11903	92	20	departments	department	NOUN
fumecheng-11903	92	21	of	of	ADP
fumecheng-11903	92	22	a	a	DET
fumecheng-11903	92	23	hospital	hospital	NOUN
fumecheng-11903	92	24	to	to	PART
fumecheng-11903	92	25	decrease	decrease	VERB
fumecheng-11903	92	26	the	the	DET
fumecheng-11903	92	27	patient	patient	NOUN
fumecheng-11903	92	28	's	's	PART
fumecheng-11903	92	29	route	route	NOUN
fumecheng-11903	92	30	,	,	PUNCT
fumecheng-11903	92	31	another	another	DET
fumecheng-11903	92	32	use	use	NOUN
fumecheng-11903	92	33	presented	present	VERB
fumecheng-11903	92	34	by	by	ADP
fumecheng-11903	92	35	[	[	X
fumecheng-11903	92	36	43	43	NUM
fumecheng-11903	92	37	]	]	PUNCT
fumecheng-11903	92	38	the	the	DET
fumecheng-11903	92	39	detection	detection	NOUN
fumecheng-11903	92	40	of	of	ADP
fumecheng-11903	92	41	the	the	DET
fumecheng-11903	92	42	right	right	ADJ
fumecheng-11903	92	43	places	place	NOUN
fumecheng-11903	92	44	to	to	PART
fumecheng-11903	92	45	install	install	VERB
fumecheng-11903	92	46	the	the	DET
fumecheng-11903	92	47	services	service	NOUN
fumecheng-11903	92	48	of	of	ADP
fumecheng-11903	92	49	a	a	DET
fumecheng-11903	92	50	city	city	NOUN
fumecheng-11903	92	51	such	such	ADJ
fumecheng-11903	92	52	as	as	ADP
fumecheng-11903	92	53	supermarkets	supermarket	NOUN
fumecheng-11903	92	54	and	and	CCONJ
fumecheng-11903	92	55	police	police	NOUN
fumecheng-11903	92	56	stations	station	NOUN
fumecheng-11903	92	57	.	.	PUNCT
fumecheng-11903	93	1	qap	qap	NOUN
fumecheng-11903	93	2	could	could	AUX
fumecheng-11903	93	3	be	be	AUX
fumecheng-11903	93	4	applied	apply	VERB
fumecheng-11903	93	5	not	not	PART
fumecheng-11903	93	6	on	on	ADP
fumecheng-11903	93	7	geometric	geometric	ADJ
fumecheng-11903	93	8	assignment	assignment	NOUN
fumecheng-11903	93	9	problems	problem	NOUN
fumecheng-11903	93	10	but	but	CCONJ
fumecheng-11903	93	11	on	on	ADP
fumecheng-11903	93	12	any	any	DET
fumecheng-11903	93	13	kind	kind	NOUN
fumecheng-11903	93	14	of	of	ADP
fumecheng-11903	93	15	assignment	assignment	NOUN
fumecheng-11903	93	16	,	,	PUNCT
fumecheng-11903	93	17	for	for	ADP
fumecheng-11903	93	18	example	example	NOUN
fumecheng-11903	93	19	the	the	DET
fumecheng-11903	93	20	problem	problem	NOUN
fumecheng-11903	93	21	of	of	ADP
fumecheng-11903	93	22	assigning	assign	VERB
fumecheng-11903	93	23	electronic	electronic	ADJ
fumecheng-11903	93	24	components	component	NOUN
fumecheng-11903	93	25	on	on	ADP
fumecheng-11903	93	26	computer	computer	NOUN
fumecheng-11903	93	27	panels	panel	NOUN
fumecheng-11903	93	28	,	,	PUNCT
fumecheng-11903	93	29	the	the	DET
fumecheng-11903	93	30	objective	objective	NOUN
fumecheng-11903	93	31	is	be	AUX
fumecheng-11903	93	32	to	to	PART
fumecheng-11903	93	33	reduce	reduce	VERB
fumecheng-11903	93	34	the	the	DET
fumecheng-11903	93	35	total	total	ADJ
fumecheng-11903	93	36	length	length	NOUN
fumecheng-11903	93	37	of	of	ADP
fumecheng-11903	93	38	cabling	cabling	NOUN
fumecheng-11903	93	39	used	use	VERB
fumecheng-11903	93	40	for	for	ADP
fumecheng-11903	93	41	interconnecting	interconnect	VERB
fumecheng-11903	93	42	components	component	NOUN
fumecheng-11903	93	43	.	.	PUNCT
fumecheng-11903	94	1	example	example	NOUN
fumecheng-11903	94	2	:	:	PUNCT
fumecheng-11903	94	3	consider	consider	VERB
fumecheng-11903	94	4	the	the	DET
fumecheng-11903	94	5	possibility	possibility	NOUN
fumecheng-11903	94	6	of	of	ADP
fumecheng-11903	94	7	an	an	DET
fumecheng-11903	94	8	installation	installation	NOUN
fumecheng-11903	94	9	location	location	NOUN
fumecheng-11903	94	10	issue	issue	NOUN
fumecheng-11903	94	11	with	with	ADP
fumecheng-11903	94	12	four	four	NUM
fumecheng-11903	94	13	installations	installation	NOUN
fumecheng-11903	94	14	(	(	PUNCT
fumecheng-11903	94	15	4	4	NUM
fumecheng-11903	94	16	emplacements	emplacement	NOUN
fumecheng-11903	94	17	)	)	PUNCT
fumecheng-11903	94	18	.	.	PUNCT
fumecheng-11903	95	1	the	the	DET
fumecheng-11903	95	2	following	follow	VERB
fumecheng-11903	95	3	illustration	illustration	NOUN
fumecheng-11903	95	4	depicts	depict	VERB
fumecheng-11903	95	5	a	a	DET
fumecheng-11903	95	6	potential	potential	ADJ
fumecheng-11903	95	7	impact	impact	NOUN
fumecheng-11903	95	8	:	:	PUNCT
fumecheng-11903	95	9	installation	installation	NOUN
fumecheng-11903	95	10	2	2	NUM
fumecheng-11903	95	11	is	be	AUX
fumecheng-11903	95	12	affected	affect	VERB
fumecheng-11903	95	13	at	at	ADP
fumecheng-11903	95	14	position	position	NOUN
fumecheng-11903	95	15	1	1	NUM
fumecheng-11903	95	16	,	,	PUNCT
fumecheng-11903	95	17	installation	installation	NOUN
fumecheng-11903	95	18	1	1	NUM
fumecheng-11903	95	19	is	be	AUX
fumecheng-11903	95	20	affected	affect	VERB
fumecheng-11903	95	21	at	at	ADP
fumecheng-11903	95	22	position	position	NOUN
fumecheng-11903	95	23	2	2	NUM
fumecheng-11903	95	24	,	,	PUNCT
fumecheng-11903	95	25	installation	installation	NOUN
fumecheng-11903	95	26	4	4	NUM
fumecheng-11903	95	27	i	i	PRON
fumecheng-11903	95	28	s	s	AUX
fumecheng-11903	95	29	affected	affect	VERB
fumecheng-11903	95	30	at	at	ADP
fumecheng-11903	95	31	position	position	NOUN
fumecheng-11903	95	32	3	3	NUM
fumecheng-11903	95	33	,	,	PUNCT
fumecheng-11903	95	34	and	and	CCONJ
fumecheng-11903	95	35	installation	installation	NOUN
fumecheng-11903	95	36	3	3	NUM
fumecheng-11903	95	37	is	be	AUX
fumecheng-11903	95	38	affected	affect	VERB
fumecheng-11903	95	39	at	at	ADP
fumecheng-11903	95	40	position	position	NOUN
fumecheng-11903	95	41	4	4	NUM
fumecheng-11903	95	42	.	.	PUNCT
fumecheng-11903	96	1	this	this	DET
fumecheng-11903	96	2	impact	impact	NOUN
fumecheng-11903	96	3	can	can	AUX
fumecheng-11903	96	4	be	be	AUX
fumecheng-11903	96	5	written	write	VERB
fumecheng-11903	96	6	as	as	ADP
fumecheng-11903	96	7	the	the	DET
fumecheng-11903	96	8	permutation	permutation	NOUN
fumecheng-11903	96	9	p=2,1,4,3	p=2,1,4,3	NOUN
fumecheng-11903	96	10	,	,	PUNCT
fumecheng-11903	96	11	which	which	PRON
fumecheng-11903	96	12	denotes	denote	VERB
fumecheng-11903	96	13	that	that	SCONJ
fumecheng-11903	96	14	installations	installation	NOUN
fumecheng-11903	96	15	2	2	NUM
fumecheng-11903	96	16	and	and	CCONJ
fumecheng-11903	96	17	1	1	NUM
fumecheng-11903	96	18	are	be	AUX
fumecheng-11903	96	19	both	both	PRON
fumecheng-11903	96	20	affected	affect	VERB
fumecheng-11903	96	21	at	at	ADP
fumecheng-11903	96	22	position	position	NOUN
fumecheng-11903	96	23	1	1	NUM
fumecheng-11903	96	24	,	,	PUNCT
fumecheng-11903	96	25	installations	installation	NOUN
fumecheng-11903	96	26	4	4	NUM
fumecheng-11903	96	27	and	and	CCONJ
fumecheng-11903	96	28	3	3	NUM
fumecheng-11903	96	29	are	be	AUX
fumecheng-11903	96	30	both	both	PRON
fumecheng-11903	96	31	affected	affect	VERB
fumecheng-11903	96	32	at	at	ADP
fumecheng-11903	96	33	position	position	NOUN
fumecheng-11903	96	34	3	3	NUM
fumecheng-11903	96	35	,	,	PUNCT
fumecheng-11903	96	36	and	and	CCONJ
fumecheng-11903	96	37	installations	installation	NOUN
fumecheng-11903	96	38	4	4	NUM
fumecheng-11903	96	39	and	and	CCONJ
fumecheng-11903	96	40	3	3	NUM
fumecheng-11903	96	41	are	be	AUX
fumecheng-11903	96	42	both	both	PRON
fumecheng-11903	96	43	affected	affect	VERB
fumecheng-11903	96	44	at	at	ADP
fumecheng-11903	96	45	position	position	NOUN
fumecheng-11903	96	46	4	4	NUM
fumecheng-11903	96	47	.	.	PUNCT
fumecheng-11903	97	1	a	a	DET
fumecheng-11903	97	2	novel	novel	ADJ
fumecheng-11903	97	3	discrete	discrete	ADJ
fumecheng-11903	97	4	rat	rat	NOUN
fumecheng-11903	97	5	swarm	swarm	NOUN
fumecheng-11903	97	6	optimization	optimization	NOUN
fumecheng-11903	97	7	algorithm	algorithm	NOUN
fumecheng-11903	97	8	for	for	ADP
fumecheng-11903	97	9	the	the	DET
fumecheng-11903	97	10	quadratic	quadratic	ADJ
fumecheng-11903	97	11	assignment	assignment	NOUN
fumecheng-11903	97	12	problem	problem	NOUN
fumecheng-11903	97	13	535	535	NUM
fumecheng-11903	97	14	fig	fig	NOUN
fumecheng-11903	97	15	.	.	PUNCT
fumecheng-11903	98	1	2	2	NUM
fumecheng-11903	98	2	facility	facility	NOUN
fumecheng-11903	98	3	location	location	NOUN
fumecheng-11903	98	4	problem	problem	NOUN
fumecheng-11903	98	5	with	with	ADP
fumecheng-11903	98	6	four	four	NUM
fumecheng-11903	98	7	facilities	facility	NOUN
fumecheng-11903	98	8	tables	table	NOUN
fumecheng-11903	98	9	1	1	NUM
fumecheng-11903	98	10	and	and	CCONJ
fumecheng-11903	98	11	2	2	NUM
fumecheng-11903	98	12	provide	provide	VERB
fumecheng-11903	98	13	descriptions	description	NOUN
fumecheng-11903	98	14	of	of	ADP
fumecheng-11903	98	15	the	the	DET
fumecheng-11903	98	16	distances	distance	NOUN
fumecheng-11903	98	17	between	between	ADP
fumecheng-11903	98	18	facilities	facility	NOUN
fumecheng-11903	98	19	and	and	CCONJ
fumecheng-11903	98	20	the	the	DET
fumecheng-11903	98	21	necessary	necessary	ADJ
fumecheng-11903	98	22	flows	flow	NOUN
fumecheng-11903	98	23	between	between	ADP
fumecheng-11903	98	24	facilities	facility	NOUN
fumecheng-11903	98	25	.	.	PUNCT
fumecheng-11903	99	1	these	these	DET
fumecheng-11903	99	2	distance	distance	NOUN
fumecheng-11903	99	3	values	value	NOUN
fumecheng-11903	99	4	are	be	AUX
fumecheng-11903	99	5	essential	essential	ADJ
fumecheng-11903	99	6	for	for	ADP
fumecheng-11903	99	7	computing	compute	VERB
fumecheng-11903	99	8	the	the	DET
fumecheng-11903	99	9	assignment	assignment	NOUN
fumecheng-11903	99	10	cost	cost	NOUN
fumecheng-11903	99	11	of	of	ADP
fumecheng-11903	99	12	the	the	DET
fumecheng-11903	99	13	permutation	permutation	NOUN
fumecheng-11903	99	14	,	,	PUNCT
fumecheng-11903	99	15	as	as	SCONJ
fumecheng-11903	99	16	they	they	PRON
fumecheng-11903	99	17	help	help	AUX
fumecheng-11903	99	18	determine	determine	VERB
fumecheng-11903	99	19	the	the	DET
fumecheng-11903	99	20	overall	overall	ADJ
fumecheng-11903	99	21	cost	cost	NOUN
fumecheng-11903	99	22	associated	associate	VERB
fumecheng-11903	99	23	with	with	ADP
fumecheng-11903	99	24	different	different	ADJ
fumecheng-11903	99	25	facility	facility	NOUN
fumecheng-11903	99	26	assignments	assignment	NOUN
fumecheng-11903	99	27	for	for	ADP
fumecheng-11903	99	28	the	the	DET
fumecheng-11903	99	29	given	give	VERB
fumecheng-11903	99	30	problem	problem	NOUN
fumecheng-11903	99	31	.	.	PUNCT
fumecheng-11903	100	1	table	table	NOUN
fumecheng-11903	100	2	1	1	NUM
fumecheng-11903	100	3	the	the	DET
fumecheng-11903	100	4	movements	movement	NOUN
fumecheng-11903	100	5	between	between	ADP
fumecheng-11903	100	6	facilities	facility	NOUN
fumecheng-11903	100	7	facility	facility	NOUN
fumecheng-11903	100	8	i	i	PRON
fumecheng-11903	100	9	facility	facility	NOUN
fumecheng-11903	100	10	j	j	PROPN
fumecheng-11903	100	11	flow	flow	NOUN
fumecheng-11903	100	12	(	(	PUNCT
fumecheng-11903	100	13	i	i	PROPN
fumecheng-11903	100	14	,	,	PUNCT
fumecheng-11903	100	15	j	j	PROPN
fumecheng-11903	100	16	)	)	PUNCT
fumecheng-11903	100	17	1	1	NUM
fumecheng-11903	100	18	2	2	NUM
fumecheng-11903	100	19	3	3	NUM
fumecheng-11903	100	20	1	1	NUM
fumecheng-11903	100	21	4	4	NUM
fumecheng-11903	100	22	2	2	NUM
fumecheng-11903	100	23	2	2	NUM
fumecheng-11903	100	24	4	4	NUM
fumecheng-11903	100	25	1	1	NUM
fumecheng-11903	100	26	3	3	NUM
fumecheng-11903	100	27	4	4	NUM
fumecheng-11903	100	28	1	1	NUM
fumecheng-11903	100	29	table	table	NOUN
fumecheng-11903	100	30	2	2	NUM
fumecheng-11903	100	31	distances	distance	NOUN
fumecheng-11903	100	32	between	between	ADP
fumecheng-11903	100	33	sites	site	NOUN
fumecheng-11903	100	34	location	location	NOUN
fumecheng-11903	100	35	i	i	PRON
fumecheng-11903	100	36	location	location	VERB
fumecheng-11903	101	1	j	j	PROPN
fumecheng-11903	101	2	distance	distance	NOUN
fumecheng-11903	101	3	(	(	PUNCT
fumecheng-11903	101	4	i	i	PROPN
fumecheng-11903	101	5	,	,	PUNCT
fumecheng-11903	101	6	j	j	PROPN
fumecheng-11903	101	7	)	)	PUNCT
fumecheng-11903	101	8	1	1	NUM
fumecheng-11903	101	9	3	3	NUM
fumecheng-11903	101	10	53	53	NUM
fumecheng-11903	101	11	2	2	NUM
fumecheng-11903	101	12	1	1	NUM
fumecheng-11903	101	13	22	22	NUM
fumecheng-11903	101	14	2	2	NUM
fumecheng-11903	101	15	3	3	NUM
fumecheng-11903	101	16	40	40	NUM
fumecheng-11903	101	17	3	3	NUM
fumecheng-11903	101	18	4	4	NUM
fumecheng-11903	101	19	55	55	NUM
fumecheng-11903	101	20	the	the	DET
fumecheng-11903	101	21	assignment	assignment	NOUN
fumecheng-11903	101	22	cost	cost	NOUN
fumecheng-11903	101	23	of	of	ADP
fumecheng-11903	101	24	the	the	DET
fumecheng-11903	101	25	permutation	permutation	NOUN
fumecheng-11903	101	26	may	may	AUX
fumecheng-11903	101	27	then	then	ADV
fumecheng-11903	101	28	be	be	AUX
fumecheng-11903	101	29	calculated	calculate	VERB
fumecheng-11903	101	30	using	use	VERB
fumecheng-11903	101	31	the	the	DET
fumecheng-11903	101	32	formula	formula	NOUN
fumecheng-11903	101	33	:	:	PUNCT
fumecheng-11903	101	34	function_objective	function_objective	NUM
fumecheng-11903	101	35	=	=	SYM
fumecheng-11903	101	36	flow(1,2)×distance(2,1)+flow(1,4)×distance(2,3)+flow(2,4)×dis	flow(1,2)×distance(2,1)+flow(1,4)×distance(2,3)+flow(2,4)×dis	X
fumecheng-11903	101	37	tance(1,3)+flow(3,4)×distance(3,4)=	tance(1,3)+flow(3,4)×distance(3,4)=	NOUN
fumecheng-11903	101	38	322	322	NUM
fumecheng-11903	101	39	+	+	NOUN
fumecheng-11903	101	40	240	240	NUM
fumecheng-11903	101	41	+	+	SYM
fumecheng-11903	101	42	153	153	NUM
fumecheng-11903	101	43	+	+	NUM
fumecheng-11903	101	44	455	455	NUM
fumecheng-11903	101	45	.	.	PUNCT
fumecheng-11903	102	1	the	the	DET
fumecheng-11903	102	2	quadratic	quadratic	ADJ
fumecheng-11903	102	3	assignment	assignment	NOUN
fumecheng-11903	102	4	problem	problem	NOUN
fumecheng-11903	102	5	(	(	PUNCT
fumecheng-11903	102	6	qap	qap	NOUN
fumecheng-11903	102	7	)	)	PUNCT
fumecheng-11903	102	8	can	can	AUX
fumecheng-11903	102	9	be	be	AUX
fumecheng-11903	102	10	used	use	VERB
fumecheng-11903	102	11	to	to	PART
fumecheng-11903	102	12	optimize	optimize	VERB
fumecheng-11903	102	13	the	the	DET
fumecheng-11903	102	14	layout	layout	NOUN
fumecheng-11903	102	15	of	of	ADP
fumecheng-11903	102	16	a	a	DET
fumecheng-11903	102	17	manufacturing	manufacturing	NOUN
fumecheng-11903	102	18	facility	facility	NOUN
fumecheng-11903	102	19	by	by	ADP
fumecheng-11903	102	20	assigning	assign	VERB
fumecheng-11903	102	21	different	different	ADJ
fumecheng-11903	102	22	machines	machine	NOUN
fumecheng-11903	102	23	or	or	CCONJ
fumecheng-11903	102	24	processes	process	NOUN
fumecheng-11903	102	25	to	to	ADP
fumecheng-11903	102	26	different	different	ADJ
fumecheng-11903	102	27	locations	location	NOUN
fumecheng-11903	102	28	in	in	ADP
fumecheng-11903	102	29	the	the	DET
fumecheng-11903	102	30	facility	facility	NOUN
fumecheng-11903	102	31	in	in	ADP
fumecheng-11903	102	32	a	a	DET
fumecheng-11903	102	33	way	way	NOUN
fumecheng-11903	102	34	that	that	PRON
fumecheng-11903	102	35	minimizes	minimize	VERB
fumecheng-11903	102	36	the	the	DET
fumecheng-11903	102	37	total	total	ADJ
fumecheng-11903	102	38	cost	cost	NOUN
fumecheng-11903	102	39	of	of	ADP
fumecheng-11903	102	40	the	the	DET
fumecheng-11903	102	41	assignment	assignment	NOUN
fumecheng-11903	102	42	.	.	PUNCT
fumecheng-11903	103	1	to	to	PART
fumecheng-11903	103	2	use	use	VERB
fumecheng-11903	103	3	the	the	DET
fumecheng-11903	103	4	qap	qap	NOUN
fumecheng-11903	103	5	for	for	ADP
fumecheng-11903	103	6	the	the	DET
fumecheng-11903	103	7	installation	installation	NOUN
fumecheng-11903	103	8	of	of	ADP
fumecheng-11903	103	9	machines	machine	NOUN
fumecheng-11903	103	10	in	in	ADP
fumecheng-11903	103	11	a	a	DET
fumecheng-11903	103	12	manufacturing	manufacturing	NOUN
fumecheng-11903	103	13	facility	facility	NOUN
fumecheng-11903	103	14	,	,	PUNCT
fumecheng-11903	103	15	you	you	PRON
fumecheng-11903	103	16	would	would	AUX
fumecheng-11903	103	17	need	need	VERB
fumecheng-11903	103	18	to	to	PART
fumecheng-11903	103	19	define	define	VERB
fumecheng-11903	103	20	the	the	DET
fumecheng-11903	103	21	set	set	NOUN
fumecheng-11903	103	22	of	of	ADP
fumecheng-11903	103	23	facilities	facility	NOUN
fumecheng-11903	103	24	(	(	PUNCT
fumecheng-11903	103	25	machines	machine	NOUN
fumecheng-11903	103	26	)	)	PUNCT
fumecheng-11903	103	27	and	and	CCONJ
fumecheng-11903	103	28	the	the	DET
fumecheng-11903	103	29	set	set	NOUN
fumecheng-11903	103	30	of	of	ADP
fumecheng-11903	103	31	locations	location	NOUN
fumecheng-11903	103	32	(	(	PUNCT
fumecheng-11903	103	33	available	available	ADJ
fumecheng-11903	103	34	positions	position	NOUN
fumecheng-11903	103	35	in	in	ADP
fumecheng-11903	103	36	the	the	DET
fumecheng-11903	103	37	facility	facility	NOUN
fumecheng-11903	103	38	)	)	PUNCT
fumecheng-11903	103	39	and	and	CCONJ
fumecheng-11903	103	40	specify	specify	VERB
fumecheng-11903	103	41	the	the	DET
fumecheng-11903	103	42	cost	cost	NOUN
fumecheng-11903	103	43	matrix	matrix	NOUN
fumecheng-11903	103	44	c	c	NOUN
fumecheng-11903	103	45	that	that	PRON
fumecheng-11903	103	46	represents	represent	VERB
fumecheng-11903	103	47	the	the	DET
fumecheng-11903	103	48	cost	cost	NOUN
fumecheng-11903	103	49	of	of	ADP
fumecheng-11903	103	50	assigning	assign	VERB
fumecheng-11903	103	51	each	each	DET
fumecheng-11903	103	52	machine	machine	NOUN
fumecheng-11903	103	53	to	to	ADP
fumecheng-11903	103	54	each	each	DET
fumecheng-11903	103	55	location	location	NOUN
fumecheng-11903	103	56	.	.	PUNCT
fumecheng-11903	104	1	the	the	DET
fumecheng-11903	104	2	cost	cost	NOUN
fumecheng-11903	104	3	matrix	matrix	NOUN
fumecheng-11903	104	4	can	can	AUX
fumecheng-11903	104	5	include	include	VERB
fumecheng-11903	104	6	various	various	ADJ
fumecheng-11903	104	7	factors	factor	NOUN
fumecheng-11903	104	8	that	that	PRON
fumecheng-11903	104	9	contribute	contribute	VERB
fumecheng-11903	104	10	to	to	ADP
fumecheng-11903	104	11	the	the	DET
fumecheng-11903	104	12	total	total	ADJ
fumecheng-11903	104	13	cost	cost	NOUN
fumecheng-11903	104	14	of	of	ADP
fumecheng-11903	104	15	the	the	DET
fumecheng-11903	104	16	assignment	assignment	NOUN
fumecheng-11903	104	17	,	,	PUNCT
fumecheng-11903	104	18	such	such	ADJ
fumecheng-11903	104	19	as	as	ADP
fumecheng-11903	104	20	the	the	DET
fumecheng-11903	104	21	distance	distance	NOUN
fumecheng-11903	104	22	between	between	ADP
fumecheng-11903	104	23	locations	location	NOUN
fumecheng-11903	104	24	,	,	PUNCT
fumecheng-11903	104	25	the	the	DET
fumecheng-11903	104	26	setup	setup	NOUN
fumecheng-11903	104	27	time	time	NOUN
fumecheng-11903	104	28	or	or	CCONJ
fumecheng-11903	104	29	changeover	changeover	NOUN
fumecheng-11903	104	30	time	time	NOUN
fumecheng-11903	104	31	between	between	ADP
fumecheng-11903	104	32	different	different	ADJ
fumecheng-11903	104	33	products	product	NOUN
fumecheng-11903	104	34	,	,	PUNCT
fumecheng-11903	104	35	and	and	CCONJ
fumecheng-11903	104	36	the	the	DET
fumecheng-11903	104	37	capacity	capacity	NOUN
fumecheng-11903	104	38	or	or	CCONJ
fumecheng-11903	104	39	output	output	NOUN
fumecheng-11903	104	40	of	of	ADP
fumecheng-11903	104	41	the	the	DET
fumecheng-11903	104	42	machines	machine	NOUN
fumecheng-11903	104	43	.	.	PUNCT
fumecheng-11903	105	1	536	536	NUM
fumecheng-11903	105	2	t.	t.	NOUN
fumecheng-11903	105	3	mzili	mzili	NOUN
fumecheng-11903	105	4	,	,	PUNCT
fumecheng-11903	105	5	i.	i.	PROPN
fumecheng-11903	105	6	mzili	mzili	PROPN
fumecheng-11903	105	7	,	,	PUNCT
fumecheng-11903	105	8	m.e	m.e	PROPN
fumecheng-11903	105	9	.	.	PROPN
fumecheng-11903	105	10	riffi	riffi	PROPN
fumecheng-11903	105	11	,	,	PUNCT
fumecheng-11903	105	12	d.	d.	PROPN
fumecheng-11903	105	13	pamucar	pamucar	PROPN
fumecheng-11903	105	14	,	,	PUNCT
fumecheng-11903	105	15	v.	v.	PROPN
fumecheng-11903	105	16	simic	simic	PROPN
fumecheng-11903	105	17	,	,	PUNCT
fumecheng-11903	105	18	m.	m.	NOUN
fumecheng-11903	105	19	kurdi	kurdi	PROPN
fumecheng-11903	106	1	it	it	PRON
fumecheng-11903	106	2	is	be	AUX
fumecheng-11903	106	3	important	important	ADJ
fumecheng-11903	106	4	to	to	PART
fumecheng-11903	106	5	note	note	VERB
fumecheng-11903	106	6	that	that	SCONJ
fumecheng-11903	106	7	the	the	DET
fumecheng-11903	106	8	qap	qap	NOUN
fumecheng-11903	106	9	is	be	AUX
fumecheng-11903	106	10	a	a	DET
fumecheng-11903	106	11	combinatorial	combinatorial	ADJ
fumecheng-11903	106	12	optimization	optimization	NOUN
fumecheng-11903	106	13	problem	problem	NOUN
fumecheng-11903	106	14	and	and	CCONJ
fumecheng-11903	106	15	is	be	AUX
fumecheng-11903	106	16	known	know	VERB
fumecheng-11903	106	17	to	to	PART
fumecheng-11903	106	18	be	be	AUX
fumecheng-11903	106	19	np	np	NOUN
fumecheng-11903	106	20	-	-	PUNCT
fumecheng-11903	106	21	hard	hard	ADJ
fumecheng-11903	106	22	,	,	PUNCT
fumecheng-11903	106	23	meaning	mean	VERB
fumecheng-11903	106	24	that	that	SCONJ
fumecheng-11903	106	25	it	it	PRON
fumecheng-11903	106	26	is	be	AUX
fumecheng-11903	106	27	computationally	computationally	ADV
fumecheng-11903	106	28	difficult	difficult	ADJ
fumecheng-11903	106	29	to	to	PART
fumecheng-11903	106	30	solve	solve	VERB
fumecheng-11903	106	31	optimally	optimally	ADV
fumecheng-11903	106	32	.	.	PUNCT
fumecheng-11903	107	1	therefore	therefore	ADV
fumecheng-11903	107	2	,	,	PUNCT
fumecheng-11903	107	3	it	it	PRON
fumecheng-11903	107	4	may	may	AUX
fumecheng-11903	107	5	be	be	AUX
fumecheng-11903	107	6	necessary	necessary	ADJ
fumecheng-11903	107	7	to	to	PART
fumecheng-11903	107	8	use	use	VERB
fumecheng-11903	107	9	approximate	approximate	ADJ
fumecheng-11903	107	10	solutions	solution	NOUN
fumecheng-11903	107	11	or	or	CCONJ
fumecheng-11903	107	12	heuristics	heuristic	NOUN
fumecheng-11903	107	13	to	to	PART
fumecheng-11903	107	14	find	find	VERB
fumecheng-11903	107	15	a	a	DET
fumecheng-11903	107	16	good	good	NOUN
fumecheng-11903	107	17	,	,	PUNCT
fumecheng-11903	107	18	but	but	CCONJ
fumecheng-11903	107	19	not	not	PART
fumecheng-11903	107	20	necessarily	necessarily	ADV
fumecheng-11903	107	21	optimal	optimal	ADJ
fumecheng-11903	107	22	,	,	PUNCT
fumecheng-11903	107	23	solution	solution	NOUN
fumecheng-11903	107	24	to	to	ADP
fumecheng-11903	107	25	the	the	DET
fumecheng-11903	107	26	problem	problem	NOUN
fumecheng-11903	107	27	.	.	PUNCT
fumecheng-11903	108	1	4	4	X
fumecheng-11903	108	2	.	.	X
fumecheng-11903	108	3	rso	rso	AUX
fumecheng-11903	108	4	algorithm	algorithm	VERB
fumecheng-11903	108	5	the	the	DET
fumecheng-11903	108	6	rat	rat	NOUN
fumecheng-11903	108	7	swarm	swarm	NOUN
fumecheng-11903	108	8	optimization	optimization	NOUN
fumecheng-11903	108	9	algorithm	algorithm	NOUN
fumecheng-11903	108	10	is	be	AUX
fumecheng-11903	108	11	a	a	DET
fumecheng-11903	108	12	nature	nature	NOUN
fumecheng-11903	108	13	-	-	PUNCT
fumecheng-11903	108	14	inspired	inspire	VERB
fumecheng-11903	108	15	metaheuristic	metaheuristic	NOUN
fumecheng-11903	108	16	that	that	PRON
fumecheng-11903	108	17	mimics	mimic	VERB
fumecheng-11903	108	18	the	the	DET
fumecheng-11903	108	19	hunting	hunting	NOUN
fumecheng-11903	108	20	and	and	CCONJ
fumecheng-11903	108	21	attacking	attack	VERB
fumecheng-11903	108	22	behavior	behavior	NOUN
fumecheng-11903	108	23	of	of	ADP
fumecheng-11903	108	24	a	a	DET
fumecheng-11903	108	25	group	group	NOUN
fumecheng-11903	108	26	of	of	ADP
fumecheng-11903	108	27	rats	rat	NOUN
fumecheng-11903	108	28	.	.	PUNCT
fumecheng-11903	109	1	this	this	DET
fumecheng-11903	109	2	algorithm	algorithm	NOUN
fumecheng-11903	109	3	is	be	AUX
fumecheng-11903	109	4	based	base	VERB
fumecheng-11903	109	5	on	on	ADP
fumecheng-11903	109	6	the	the	DET
fumecheng-11903	109	7	collective	collective	ADJ
fumecheng-11903	109	8	intelligence	intelligence	NOUN
fumecheng-11903	109	9	of	of	ADP
fumecheng-11903	109	10	rats	rat	NOUN
fumecheng-11903	109	11	and	and	CCONJ
fumecheng-11903	109	12	their	their	PRON
fumecheng-11903	109	13	ability	ability	NOUN
fumecheng-11903	109	14	to	to	PART
fumecheng-11903	109	15	adapt	adapt	VERB
fumecheng-11903	109	16	to	to	ADP
fumecheng-11903	109	17	their	their	PRON
fumecheng-11903	109	18	environment	environment	NOUN
fumecheng-11903	109	19	.	.	PUNCT
fumecheng-11903	110	1	to	to	PART
fumecheng-11903	110	2	model	model	VERB
fumecheng-11903	110	3	this	this	DET
fumecheng-11903	110	4	behavior	behavior	NOUN
fumecheng-11903	110	5	,	,	PUNCT
fumecheng-11903	110	6	the	the	DET
fumecheng-11903	110	7	algorithm	algorithm	NOUN
fumecheng-11903	110	8	uses	use	VERB
fumecheng-11903	110	9	a	a	DET
fumecheng-11903	110	10	population	population	NOUN
fumecheng-11903	110	11	of	of	ADP
fumecheng-11903	110	12	"	"	PUNCT
fumecheng-11903	110	13	rats	rat	NOUN
fumecheng-11903	110	14	"	"	PUNCT
fumecheng-11903	110	15	that	that	PRON
fumecheng-11903	110	16	move	move	VERB
fumecheng-11903	110	17	through	through	ADP
fumecheng-11903	110	18	a	a	DET
fumecheng-11903	110	19	search	search	NOUN
fumecheng-11903	110	20	space	space	NOUN
fumecheng-11903	110	21	.	.	PUNCT
fumecheng-11903	111	1	each	each	DET
fumecheng-11903	111	2	rat	rat	NOUN
fumecheng-11903	111	3	has	have	VERB
fumecheng-11903	111	4	a	a	DET
fumecheng-11903	111	5	certain	certain	ADJ
fumecheng-11903	111	6	position	position	NOUN
fumecheng-11903	111	7	,	,	PUNCT
fumecheng-11903	111	8	which	which	PRON
fumecheng-11903	111	9	determines	determine	VERB
fumecheng-11903	111	10	its	its	PRON
fumecheng-11903	111	11	movement	movement	NOUN
fumecheng-11903	111	12	in	in	ADP
fumecheng-11903	111	13	the	the	DET
fumecheng-11903	111	14	search	search	NOUN
fumecheng-11903	111	15	space	space	NOUN
fumecheng-11903	111	16	.	.	PUNCT
fumecheng-11903	112	1	the	the	DET
fumecheng-11903	112	2	rats	rat	NOUN
fumecheng-11903	112	3	are	be	AUX
fumecheng-11903	112	4	also	also	ADV
fumecheng-11903	112	5	assigned	assign	VERB
fumecheng-11903	112	6	a	a	DET
fumecheng-11903	112	7	fitness	fitness	NOUN
fumecheng-11903	112	8	value	value	NOUN
fumecheng-11903	112	9	,	,	PUNCT
fumecheng-11903	112	10	which	which	PRON
fumecheng-11903	112	11	indicates	indicate	VERB
fumecheng-11903	112	12	their	their	PRON
fumecheng-11903	112	13	probability	probability	NOUN
fumecheng-11903	112	14	of	of	ADP
fumecheng-11903	112	15	finding	find	VERB
fumecheng-11903	112	16	a	a	DET
fumecheng-11903	112	17	solution	solution	NOUN
fumecheng-11903	112	18	to	to	ADP
fumecheng-11903	112	19	the	the	DET
fumecheng-11903	112	20	problem	problem	NOUN
fumecheng-11903	112	21	at	at	ADP
fumecheng-11903	112	22	hand	hand	NOUN
fumecheng-11903	112	23	.	.	PUNCT
fumecheng-11903	113	1	the	the	DET
fumecheng-11903	113	2	rats	rat	NOUN
fumecheng-11903	113	3	in	in	ADP
fumecheng-11903	113	4	the	the	DET
fumecheng-11903	113	5	swarm	swarm	NOUN
fumecheng-11903	113	6	are	be	AUX
fumecheng-11903	113	7	able	able	ADJ
fumecheng-11903	113	8	to	to	PART
fumecheng-11903	113	9	communicate	communicate	VERB
fumecheng-11903	113	10	with	with	ADP
fumecheng-11903	113	11	each	each	DET
fumecheng-11903	113	12	other	other	ADJ
fumecheng-11903	113	13	and	and	CCONJ
fumecheng-11903	113	14	share	share	VERB
fumecheng-11903	113	15	information	information	NOUN
fumecheng-11903	113	16	about	about	ADP
fumecheng-11903	113	17	their	their	PRON
fumecheng-11903	113	18	position	position	NOUN
fumecheng-11903	113	19	and	and	CCONJ
fumecheng-11903	113	20	fitness	fitness	NOUN
fumecheng-11903	113	21	value	value	NOUN
fumecheng-11903	113	22	.	.	PUNCT
fumecheng-11903	114	1	this	this	PRON
fumecheng-11903	114	2	allows	allow	VERB
fumecheng-11903	114	3	them	they	PRON
fumecheng-11903	114	4	to	to	PART
fumecheng-11903	114	5	collaborate	collaborate	VERB
fumecheng-11903	114	6	and	and	CCONJ
fumecheng-11903	114	7	search	search	VERB
fumecheng-11903	114	8	for	for	ADP
fumecheng-11903	114	9	the	the	DET
fumecheng-11903	114	10	optimal	optimal	ADJ
fumecheng-11903	114	11	solution	solution	NOUN
fumecheng-11903	114	12	to	to	ADP
fumecheng-11903	114	13	the	the	DET
fumecheng-11903	114	14	problem	problem	NOUN
fumecheng-11903	114	15	.	.	PUNCT
fumecheng-11903	115	1	when	when	SCONJ
fumecheng-11903	115	2	a	a	DET
fumecheng-11903	115	3	rat	rat	NOUN
fumecheng-11903	115	4	finds	find	VERB
fumecheng-11903	115	5	a	a	DET
fumecheng-11903	115	6	good	good	ADJ
fumecheng-11903	115	7	solution	solution	NOUN
fumecheng-11903	115	8	,	,	PUNCT
fumecheng-11903	115	9	it	it	PRON
fumecheng-11903	115	10	becomes	become	VERB
fumecheng-11903	115	11	a	a	DET
fumecheng-11903	115	12	"	"	PUNCT
fumecheng-11903	115	13	leader	leader	NOUN
fumecheng-11903	115	14	"	"	PUNCT
fumecheng-11903	115	15	and	and	CCONJ
fumecheng-11903	115	16	the	the	DET
fumecheng-11903	115	17	other	other	ADJ
fumecheng-11903	115	18	rats	rat	NOUN
fumecheng-11903	115	19	follow	follow	VERB
fumecheng-11903	115	20	it	it	PRON
fumecheng-11903	115	21	,	,	PUNCT
fumecheng-11903	115	22	which	which	PRON
fumecheng-11903	115	23	increases	increase	VERB
fumecheng-11903	115	24	the	the	DET
fumecheng-11903	115	25	chances	chance	NOUN
fumecheng-11903	115	26	of	of	ADP
fumecheng-11903	115	27	finding	find	VERB
fumecheng-11903	115	28	a	a	DET
fumecheng-11903	115	29	better	well	ADJ
fumecheng-11903	115	30	solution	solution	NOUN
fumecheng-11903	115	31	.	.	PUNCT
fumecheng-11903	116	1	rats	rat	NOUN
fumecheng-11903	116	2	also	also	ADV
fumecheng-11903	116	3	exhibit	exhibit	VERB
fumecheng-11903	116	4	"	"	PUNCT
fumecheng-11903	116	5	offensive	offensive	ADJ
fumecheng-11903	116	6	"	"	PUNCT
fumecheng-11903	116	7	behavior	behavior	NOUN
fumecheng-11903	116	8	,	,	PUNCT
fumecheng-11903	116	9	that	that	ADV
fumecheng-11903	116	10	is	is	ADV
fumecheng-11903	116	11	,	,	PUNCT
fumecheng-11903	116	12	they	they	PRON
fumecheng-11903	116	13	aggressively	aggressively	ADV
fumecheng-11903	116	14	search	search	VERB
fumecheng-11903	116	15	for	for	ADP
fumecheng-11903	116	16	solutions	solution	NOUN
fumecheng-11903	116	17	in	in	ADP
fumecheng-11903	116	18	areas	area	NOUN
fumecheng-11903	116	19	of	of	ADP
fumecheng-11903	116	20	the	the	DET
fumecheng-11903	116	21	search	search	NOUN
fumecheng-11903	116	22	space	space	NOUN
fumecheng-11903	116	23	that	that	PRON
fumecheng-11903	116	24	have	have	AUX
fumecheng-11903	116	25	not	not	PART
fumecheng-11903	116	26	yet	yet	ADV
fumecheng-11903	116	27	been	be	AUX
fumecheng-11903	116	28	explored	explore	VERB
fumecheng-11903	116	29	.	.	PUNCT
fumecheng-11903	117	1	this	this	DET
fumecheng-11903	117	2	combination	combination	NOUN
fumecheng-11903	117	3	of	of	ADP
fumecheng-11903	117	4	collaborative	collaborative	ADJ
fumecheng-11903	117	5	and	and	CCONJ
fumecheng-11903	117	6	aggressive	aggressive	ADJ
fumecheng-11903	117	7	search	search	NOUN
fumecheng-11903	117	8	behavior	behavior	NOUN
fumecheng-11903	117	9	allows	allow	VERB
fumecheng-11903	117	10	the	the	DET
fumecheng-11903	117	11	rat	rat	NOUN
fumecheng-11903	117	12	swarm	swarm	NOUN
fumecheng-11903	117	13	optimization	optimization	NOUN
fumecheng-11903	117	14	algorithm	algorithm	NOUN
fumecheng-11903	117	15	to	to	PART
fumecheng-11903	117	16	efficiently	efficiently	ADV
fumecheng-11903	117	17	explore	explore	VERB
fumecheng-11903	117	18	the	the	DET
fumecheng-11903	117	19	search	search	NOUN
fumecheng-11903	117	20	space	space	NOUN
fumecheng-11903	117	21	and	and	CCONJ
fumecheng-11903	117	22	find	find	VERB
fumecheng-11903	117	23	good	good	ADJ
fumecheng-11903	117	24	solutions	solution	NOUN
fumecheng-11903	117	25	to	to	ADP
fumecheng-11903	117	26	complex	complex	ADJ
fumecheng-11903	117	27	optimization	optimization	NOUN
fumecheng-11903	117	28	problems	problem	NOUN
fumecheng-11903	117	29	.	.	PUNCT
fumecheng-11903	118	1	rats	rat	NOUN
fumecheng-11903	118	2	are	be	AUX
fumecheng-11903	118	3	social	social	ADJ
fumecheng-11903	118	4	predators	predator	NOUN
fumecheng-11903	118	5	that	that	PRON
fumecheng-11903	118	6	prefer	prefer	VERB
fumecheng-11903	118	7	to	to	PART
fumecheng-11903	118	8	live	live	VERB
fumecheng-11903	118	9	in	in	ADP
fumecheng-11903	118	10	groups	group	NOUN
fumecheng-11903	118	11	and	and	CCONJ
fumecheng-11903	118	12	perform	perform	VERB
fumecheng-11903	118	13	their	their	PRON
fumecheng-11903	118	14	many	many	ADJ
fumecheng-11903	118	15	tasks	task	NOUN
fumecheng-11903	118	16	together	together	ADV
fumecheng-11903	118	17	,	,	PUNCT
fumecheng-11903	118	18	including	include	VERB
fumecheng-11903	118	19	hunting	hunting	NOUN
fumecheng-11903	118	20	,	,	PUNCT
fumecheng-11903	118	21	attacking	attack	VERB
fumecheng-11903	118	22	,	,	PUNCT
fumecheng-11903	118	23	and	and	CCONJ
fumecheng-11903	118	24	foraging	forage	VERB
fumecheng-11903	118	25	.	.	PUNCT
fumecheng-11903	119	1	the	the	DET
fumecheng-11903	119	2	two	two	NUM
fumecheng-11903	119	3	behaviors	behavior	NOUN
fumecheng-11903	119	4	that	that	PRON
fumecheng-11903	119	5	serve	serve	VERB
fumecheng-11903	119	6	as	as	ADP
fumecheng-11903	119	7	the	the	DET
fumecheng-11903	119	8	basis	basis	NOUN
fumecheng-11903	119	9	for	for	ADP
fumecheng-11903	119	10	this	this	DET
fumecheng-11903	119	11	bio	bio	ADJ
fumecheng-11903	119	12	-	-	PUNCT
fumecheng-11903	119	13	inspired	inspire	VERB
fumecheng-11903	119	14	algorithm	algorithm	NOUN
fumecheng-11903	119	15	are	be	AUX
fumecheng-11903	119	16	:	:	PUNCT
fumecheng-11903	119	17	hunting	hunt	VERB
fumecheng-11903	119	18	behavior	behavior	NOUN
fumecheng-11903	119	19	:	:	PUNCT
fumecheng-11903	119	20	in	in	ADP
fumecheng-11903	119	21	which	which	PRON
fumecheng-11903	119	22	rats	rat	NOUN
fumecheng-11903	119	23	hunt	hunt	VERB
fumecheng-11903	119	24	their	their	PRON
fumecheng-11903	119	25	prey	prey	NOUN
fumecheng-11903	119	26	in	in	ADP
fumecheng-11903	119	27	packs	pack	NOUN
fumecheng-11903	119	28	.	.	PUNCT
fumecheng-11903	120	1	to	to	PART
fumecheng-11903	120	2	locate	locate	VERB
fumecheng-11903	120	3	the	the	DET
fumecheng-11903	120	4	prey	prey	NOUN
fumecheng-11903	120	5	,	,	PUNCT
fumecheng-11903	120	6	the	the	DET
fumecheng-11903	120	7	group	group	NOUN
fumecheng-11903	120	8	members	member	NOUN
fumecheng-11903	120	9	designate	designate	VERB
fumecheng-11903	120	10	a	a	DET
fumecheng-11903	120	11	captain	captain	NOUN
fumecheng-11903	120	12	each	each	DET
fumecheng-11903	120	13	time	time	NOUN
fumecheng-11903	120	14	they	they	PRON
fumecheng-11903	120	15	think	think	VERB
fumecheng-11903	120	16	they	they	PRON
fumecheng-11903	120	17	have	have	AUX
fumecheng-11903	120	18	located	locate	VERB
fumecheng-11903	120	19	it	it	PRON
fumecheng-11903	120	20	,	,	PUNCT
fumecheng-11903	120	21	and	and	CCONJ
fumecheng-11903	120	22	they	they	PRON
fumecheng-11903	120	23	follow	follow	VERB
fumecheng-11903	120	24	him	he	PRON
fumecheng-11903	120	25	.	.	PUNCT
fumecheng-11903	121	1	however	however	ADV
fumecheng-11903	121	2	,	,	PUNCT
fumecheng-11903	121	3	each	each	DET
fumecheng-11903	121	4	time	time	NOUN
fumecheng-11903	121	5	they	they	PRON
fumecheng-11903	121	6	change	change	VERB
fumecheng-11903	121	7	captains	captain	NOUN
fumecheng-11903	121	8	,	,	PUNCT
fumecheng-11903	121	9	they	they	PRON
fumecheng-11903	121	10	cover	cover	VERB
fumecheng-11903	121	11	the	the	DET
fumecheng-11903	121	12	entire	entire	ADJ
fumecheng-11903	121	13	area	area	NOUN
fumecheng-11903	121	14	.	.	PUNCT
fumecheng-11903	122	1	the	the	DET
fumecheng-11903	122	2	behavior	behavior	NOUN
fumecheng-11903	122	3	of	of	ADP
fumecheng-11903	122	4	dispute	dispute	NOUN
fumecheng-11903	122	5	with	with	ADP
fumecheng-11903	122	6	the	the	DET
fumecheng-11903	122	7	prey	prey	NOUN
fumecheng-11903	122	8	:	:	PUNCT
fumecheng-11903	122	9	in	in	ADP
fumecheng-11903	122	10	order	order	NOUN
fumecheng-11903	122	11	to	to	PART
fumecheng-11903	122	12	hunt	hunt	VERB
fumecheng-11903	122	13	their	their	PRON
fumecheng-11903	122	14	prey	prey	NOUN
fumecheng-11903	122	15	,	,	PUNCT
fumecheng-11903	122	16	the	the	DET
fumecheng-11903	122	17	rats	rat	NOUN
fumecheng-11903	122	18	enter	enter	VERB
fumecheng-11903	122	19	into	into	ADP
fumecheng-11903	122	20	dispute	dispute	NOUN
fumecheng-11903	122	21	with	with	ADP
fumecheng-11903	122	22	these	these	DET
fumecheng-11903	122	23	last	last	ADJ
fumecheng-11903	122	24	ones	one	NOUN
fumecheng-11903	122	25	,	,	PUNCT
fumecheng-11903	122	26	this	this	DET
fumecheng-11903	122	27	dispute	dispute	NOUN
fumecheng-11903	122	28	can	can	AUX
fumecheng-11903	122	29	cause	cause	VERB
fumecheng-11903	122	30	in	in	ADP
fumecheng-11903	122	31	several	several	ADJ
fumecheng-11903	122	32	cases	case	NOUN
fumecheng-11903	122	33	the	the	DET
fumecheng-11903	122	34	death	death	NOUN
fumecheng-11903	122	35	of	of	ADP
fumecheng-11903	122	36	certain	certain	ADJ
fumecheng-11903	122	37	rats	rat	NOUN
fumecheng-11903	122	38	which	which	PRON
fumecheng-11903	122	39	can	can	AUX
fumecheng-11903	122	40	translate	translate	VERB
fumecheng-11903	122	41	to	to	ADP
fumecheng-11903	122	42	the	the	DET
fumecheng-11903	122	43	cancellation	cancellation	NOUN
fumecheng-11903	122	44	of	of	ADP
fumecheng-11903	122	45	a	a	DET
fumecheng-11903	122	46	certain	certain	ADJ
fumecheng-11903	122	47	solution	solution	NOUN
fumecheng-11903	122	48	.	.	PUNCT
fumecheng-11903	123	1	4.1	4.1	NUM
fumecheng-11903	123	2	.	.	NOUN
fumecheng-11903	123	3	mathematical	mathematical	ADJ
fumecheng-11903	123	4	and	and	CCONJ
fumecheng-11903	123	5	logical	logical	ADJ
fumecheng-11903	123	6	modeling	modeling	NOUN
fumecheng-11903	123	7	of	of	ADP
fumecheng-11903	123	8	behavior	behavior	NOUN
fumecheng-11903	123	9	this	this	DET
fumecheng-11903	123	10	section	section	NOUN
fumecheng-11903	123	11	explains	explain	VERB
fumecheng-11903	123	12	the	the	DET
fumecheng-11903	123	13	chasing	chasing	NOUN
fumecheng-11903	123	14	and	and	CCONJ
fumecheng-11903	123	15	fighting	fight	VERB
fumecheng-11903	123	16	behavior	behavior	NOUN
fumecheng-11903	123	17	of	of	ADP
fumecheng-11903	123	18	rats	rat	NOUN
fumecheng-11903	123	19	.	.	PUNCT
fumecheng-11903	124	1	▪	▪	ADJ
fumecheng-11903	124	2	prey	prey	NOUN
fumecheng-11903	124	3	pursuit	pursuit	NOUN
fumecheng-11903	124	4	:	:	PUNCT
fumecheng-11903	124	5	rats	rat	NOUN
fumecheng-11903	124	6	typically	typically	ADV
fumecheng-11903	124	7	hunt	hunt	VERB
fumecheng-11903	124	8	their	their	PRON
fumecheng-11903	124	9	prey	prey	NOUN
fumecheng-11903	124	10	in	in	ADP
fumecheng-11903	124	11	packs	pack	NOUN
fumecheng-11903	124	12	due	due	ADP
fumecheng-11903	124	13	to	to	ADP
fumecheng-11903	124	14	their	their	PRON
fumecheng-11903	124	15	agonistic	agonistic	ADJ
fumecheng-11903	124	16	social	social	ADJ
fumecheng-11903	124	17	behavior	behavior	NOUN
fumecheng-11903	124	18	,	,	PUNCT
fumecheng-11903	124	19	which	which	PRON
fumecheng-11903	124	20	makes	make	VERB
fumecheng-11903	124	21	them	they	PRON
fumecheng-11903	124	22	sociable	sociable	ADJ
fumecheng-11903	124	23	.	.	PUNCT
fumecheng-11903	125	1	we	we	PRON
fumecheng-11903	125	2	assume	assume	VERB
fumecheng-11903	125	3	that	that	SCONJ
fumecheng-11903	125	4	the	the	DET
fumecheng-11903	125	5	finest	fine	ADJ
fumecheng-11903	125	6	searcher	searcher	NOUN
fumecheng-11903	125	7	knows	know	VERB
fumecheng-11903	125	8	the	the	DET
fumecheng-11903	125	9	location	location	NOUN
fumecheng-11903	125	10	of	of	ADP
fumecheng-11903	125	11	the	the	DET
fumecheng-11903	125	12	prey	prey	NOUN
fumecheng-11903	125	13	in	in	ADP
fumecheng-11903	125	14	order	order	NOUN
fumecheng-11903	125	15	to	to	PART
fumecheng-11903	125	16	define	define	VERB
fumecheng-11903	125	17	this	this	DET
fumecheng-11903	125	18	behavior	behavior	NOUN
fumecheng-11903	125	19	quantitatively	quantitatively	ADV
fumecheng-11903	125	20	.	.	PUNCT
fumecheng-11903	126	1	the	the	DET
fumecheng-11903	126	2	best	good	ADJ
fumecheng-11903	126	3	searcher	searcher	NOUN
fumecheng-11903	126	4	found	find	VERB
fumecheng-11903	126	5	so	so	ADV
fumecheng-11903	126	6	far	far	ADV
fumecheng-11903	126	7	can	can	AUX
fumecheng-11903	126	8	be	be	AUX
fumecheng-11903	126	9	updated	update	VERB
fumecheng-11903	126	10	by	by	ADP
fumecheng-11903	126	11	other	other	ADJ
fumecheng-11903	126	12	searchers	searcher	NOUN
fumecheng-11903	126	13	.	.	PUNCT
fumecheng-11903	127	1	the	the	DET
fumecheng-11903	127	2	following	follow	VERB
fumecheng-11903	127	3	equations	equation	NOUN
fumecheng-11903	127	4	are	be	AUX
fumecheng-11903	127	5	proposed	propose	VERB
fumecheng-11903	127	6	to	to	PART
fumecheng-11903	127	7	model	model	VERB
fumecheng-11903	127	8	this	this	DET
fumecheng-11903	127	9	mechanism	mechanism	NOUN
fumecheng-11903	127	10	:	:	PUNCT
fumecheng-11903	128	1	𝐿𝑜𝑐	𝐿𝑜𝑐	PROPN
fumecheng-11903	128	2	=	=	PUNCT
fumecheng-11903	129	1	𝛿	𝛿	DET
fumecheng-11903	129	2	×	×	PROPN
fumecheng-11903	129	3	𝐿𝑜𝑐𝑖	𝐿𝑜𝑐𝑖	PROPN
fumecheng-11903	129	4	+	+	PROPN
fumecheng-11903	129	5	𝛽	𝛽	PROPN
fumecheng-11903	129	6	×	×	NOUN
fumecheng-11903	129	7	(	(	PUNCT
fumecheng-11903	129	8	𝑙𝑜𝑐𝐵𝑒𝑠𝑡	𝑙𝑜𝑐𝐵𝑒𝑠𝑡	NOUN
fumecheng-11903	129	9	−	−	PROPN
fumecheng-11903	129	10	𝑙𝑜𝑐𝑖	𝑙𝑜𝑐𝑖	NOUN
fumecheng-11903	129	11	)	)	PUNCT
fumecheng-11903	129	12	(	(	PUNCT
fumecheng-11903	129	13	2	2	X
fumecheng-11903	129	14	)	)	PUNCT
fumecheng-11903	129	15	here	here	ADV
fumecheng-11903	129	16	,	,	PUNCT
fumecheng-11903	129	17	locbest	locb	ADJ
fumecheng-11903	129	18	is	be	AUX
fumecheng-11903	129	19	the	the	DET
fumecheng-11903	129	20	best	good	ADJ
fumecheng-11903	129	21	optimal	optimal	ADJ
fumecheng-11903	129	22	solution	solution	NOUN
fumecheng-11903	129	23	and	and	CCONJ
fumecheng-11903	129	24	loci	loci	NOUN
fumecheng-11903	129	25	specifies	specify	VERB
fumecheng-11903	129	26	the	the	DET
fumecheng-11903	129	27	locations	location	NOUN
fumecheng-11903	129	28	of	of	ADP
fumecheng-11903	129	29	the	the	DET
fumecheng-11903	129	30	rats	rat	NOUN
fumecheng-11903	129	31	,	,	PUNCT
fumecheng-11903	129	32	while	while	SCONJ
fumecheng-11903	129	33	the	the	DET
fumecheng-11903	129	34	parameters	parameter	NOUN
fumecheng-11903	129	35	δ	δ	PROPN
fumecheng-11903	129	36	and	and	CCONJ
fumecheng-11903	129	37	β	β	X
fumecheng-11903	129	38	are	be	AUX
fumecheng-11903	129	39	determined	determine	VERB
fumecheng-11903	129	40	as	as	SCONJ
fumecheng-11903	129	41	follows	follow	VERB
fumecheng-11903	129	42	:	:	PUNCT
fumecheng-11903	129	43	𝛿	𝛿	PROPN
fumecheng-11903	129	44	=	=	X
fumecheng-11903	129	45	𝜃	𝜃	X
fumecheng-11903	129	46	−	−	NOUN
fumecheng-11903	129	47	𝜌	𝜌	X
fumecheng-11903	129	48	(	(	PUNCT
fumecheng-11903	129	49	𝜃	𝜃	X
fumecheng-11903	129	50	𝑀𝑎𝑥𝐼𝑡𝑒𝑟𝑎𝑡𝑖𝑜𝑛	𝑀𝑎𝑥𝐼𝑡𝑒𝑟𝑎𝑡𝑖𝑜𝑛	PROPN
fumecheng-11903	129	51	)	)	PUNCT
fumecheng-11903	129	52	,	,	PUNCT
fumecheng-11903	129	53	1	1	NUM
fumecheng-11903	129	54	≤	≤	NUM
fumecheng-11903	129	55	𝜃	𝜃	NUM
fumecheng-11903	129	56	≤	≤	NUM
fumecheng-11903	129	57	5	5	NUM
fumecheng-11903	129	58	,	,	PUNCT
fumecheng-11903	129	59	𝜌	𝜌	X
fumecheng-11903	129	60	=	=	NOUN
fumecheng-11903	129	61	1,2,3	1,2,3	NUM
fumecheng-11903	129	62	,	,	PUNCT
fumecheng-11903	129	63	…	…	PUNCT
fumecheng-11903	129	64	,	,	PUNCT
fumecheng-11903	129	65	𝑀𝑎𝑥𝐼𝑡𝑒𝑟𝑎𝑡𝑖𝑜𝑛	𝑀𝑎𝑥𝐼𝑡𝑒𝑟𝑎𝑡𝑖𝑜𝑛	PROPN
fumecheng-11903	129	66	(	(	PUNCT
fumecheng-11903	129	67	3	3	X
fumecheng-11903	129	68	)	)	PUNCT
fumecheng-11903	129	69	a	a	DET
fumecheng-11903	129	70	novel	novel	ADJ
fumecheng-11903	129	71	discrete	discrete	ADJ
fumecheng-11903	129	72	rat	rat	NOUN
fumecheng-11903	129	73	swarm	swarm	NOUN
fumecheng-11903	129	74	optimization	optimization	NOUN
fumecheng-11903	129	75	algorithm	algorithm	NOUN
fumecheng-11903	129	76	for	for	ADP
fumecheng-11903	129	77	the	the	DET
fumecheng-11903	129	78	quadratic	quadratic	ADJ
fumecheng-11903	129	79	assignment	assignment	NOUN
fumecheng-11903	129	80	problem	problem	NOUN
fumecheng-11903	129	81	537	537	NUM
fumecheng-11903	129	82	therefore	therefore	ADV
fumecheng-11903	129	83	,	,	PUNCT
fumecheng-11903	129	84	the	the	DET
fumecheng-11903	129	85	two	two	NUM
fumecheng-11903	129	86	parameters	parameter	NOUN
fumecheng-11903	129	87	δ	δ	PROPN
fumecheng-11903	129	88	and	and	CCONJ
fumecheng-11903	129	89	β	β	X
fumecheng-11903	129	90	are	be	AUX
fumecheng-11903	129	91	sensitive	sensitive	ADJ
fumecheng-11903	129	92	to	to	ADP
fumecheng-11903	129	93	good	good	ADJ
fumecheng-11903	129	94	exploration	exploration	NOUN
fumecheng-11903	129	95	and	and	CCONJ
fumecheng-11903	129	96	exploitation	exploitation	NOUN
fumecheng-11903	129	97	throughout	throughout	ADP
fumecheng-11903	129	98	the	the	DET
fumecheng-11903	129	99	iteration	iteration	NOUN
fumecheng-11903	129	100	,	,	PUNCT
fumecheng-11903	129	101	while	while	SCONJ
fumecheng-11903	129	102	δ	δ	PROPN
fumecheng-11903	129	103	and	and	CCONJ
fumecheng-11903	129	104	β	β	X
fumecheng-11903	129	105	are	be	AUX
fumecheng-11903	129	106	random	random	ADJ
fumecheng-11903	129	107	values	value	NOUN
fumecheng-11903	129	108	between	between	ADP
fumecheng-11903	129	109	[	[	X
fumecheng-11903	129	110	1	1	NUM
fumecheng-11903	129	111	,	,	PUNCT
fumecheng-11903	129	112	5	5	NUM
fumecheng-11903	129	113	]	]	PUNCT
fumecheng-11903	129	114	and	and	CCONJ
fumecheng-11903	129	115	[	[	X
fumecheng-11903	129	116	0	0	NUM
fumecheng-11903	129	117	,	,	PUNCT
fumecheng-11903	129	118	2	2	NUM
fumecheng-11903	129	119	]	]	PUNCT
fumecheng-11903	129	120	.	.	PUNCT
fumecheng-11903	130	1	▪	▪	NOUN
fumecheng-11903	130	2	combating	combat	VERB
fumecheng-11903	130	3	a	a	DET
fumecheng-11903	130	4	prey	prey	NOUN
fumecheng-11903	130	5	in	in	ADP
fumecheng-11903	130	6	many	many	ADJ
fumecheng-11903	130	7	cases	case	NOUN
fumecheng-11903	130	8	,	,	PUNCT
fumecheng-11903	130	9	the	the	DET
fumecheng-11903	130	10	chase	chase	NOUN
fumecheng-11903	130	11	ends	end	VERB
fumecheng-11903	130	12	with	with	ADP
fumecheng-11903	130	13	the	the	DET
fumecheng-11903	130	14	death	death	NOUN
fumecheng-11903	130	15	of	of	ADP
fumecheng-11903	130	16	some	some	DET
fumecheng-11903	130	17	rats	rat	NOUN
fumecheng-11903	130	18	.	.	PUNCT
fumecheng-11903	131	1	the	the	DET
fumecheng-11903	131	2	following	follow	VERB
fumecheng-11903	131	3	equation	equation	NOUN
fumecheng-11903	131	4	was	be	AUX
fumecheng-11903	131	5	presented	present	VERB
fumecheng-11903	131	6	as	as	ADP
fumecheng-11903	131	7	a	a	DET
fumecheng-11903	131	8	mathematical	mathematical	ADJ
fumecheng-11903	131	9	definition	definition	NOUN
fumecheng-11903	131	10	of	of	ADP
fumecheng-11903	131	11	this	this	DET
fumecheng-11903	131	12	process	process	NOUN
fumecheng-11903	131	13	:	:	PUNCT
fumecheng-11903	131	14	𝐿𝑜𝑐𝑖+1	𝐿𝑜𝑐𝑖+1	PROPN
fumecheng-11903	131	15	=	=	NOUN
fumecheng-11903	131	16	|𝐿𝑜𝑐𝐵𝑒𝑠𝑡	|𝐿𝑜𝑐𝐵𝑒𝑠𝑡	NOUN
fumecheng-11903	131	17	−	−	PROPN
fumecheng-11903	132	1	𝐿𝑜𝑐𝑖|	𝐿𝑜𝑐𝑖|	PROPN
fumecheng-11903	132	2	(	(	PUNCT
fumecheng-11903	132	3	4	4	NUM
fumecheng-11903	132	4	)	)	PUNCT
fumecheng-11903	132	5	where	where	SCONJ
fumecheng-11903	132	6	loci+1	loci+1	NOUN
fumecheng-11903	132	7	specifies	specify	VERB
fumecheng-11903	132	8	the	the	DET
fumecheng-11903	132	9	rat	rat	NOUN
fumecheng-11903	132	10	's	's	PART
fumecheng-11903	132	11	next	next	ADJ
fumecheng-11903	132	12	updated	update	VERB
fumecheng-11903	132	13	position	position	NOUN
fumecheng-11903	132	14	.	.	PUNCT
fumecheng-11903	133	1	the	the	DET
fumecheng-11903	133	2	best	good	ADJ
fumecheng-11903	133	3	solution	solution	NOUN
fumecheng-11903	133	4	is	be	AUX
fumecheng-11903	133	5	preserved	preserve	VERB
fumecheng-11903	133	6	,	,	PUNCT
fumecheng-11903	133	7	and	and	CCONJ
fumecheng-11903	133	8	the	the	DET
fumecheng-11903	133	9	positions	position	NOUN
fumecheng-11903	133	10	of	of	ADP
fumecheng-11903	133	11	the	the	DET
fumecheng-11903	133	12	other	other	ADJ
fumecheng-11903	133	13	search	search	NOUN
fumecheng-11903	133	14	agents	agent	NOUN
fumecheng-11903	133	15	in	in	ADP
fumecheng-11903	133	16	relation	relation	NOUN
fumecheng-11903	133	17	to	to	ADP
fumecheng-11903	133	18	the	the	DET
fumecheng-11903	133	19	best	good	ADJ
fumecheng-11903	133	20	search	search	NOUN
fumecheng-11903	133	21	agent	agent	NOUN
fumecheng-11903	133	22	are	be	AUX
fumecheng-11903	133	23	updated	update	VERB
fumecheng-11903	133	24	.	.	PUNCT
fumecheng-11903	134	1	in	in	ADP
fumecheng-11903	134	2	general	general	ADJ
fumecheng-11903	134	3	,	,	PUNCT
fumecheng-11903	134	4	the	the	DET
fumecheng-11903	134	5	execution	execution	NOUN
fumecheng-11903	134	6	steps	step	NOUN
fumecheng-11903	134	7	of	of	ADP
fumecheng-11903	134	8	the	the	DET
fumecheng-11903	134	9	standard	standard	NOUN
fumecheng-11903	134	10	rso	rso	PROPN
fumecheng-11903	134	11	algorithm	algorithm	PROPN
fumecheng-11903	134	12	are	be	AUX
fumecheng-11903	134	13	presented	present	VERB
fumecheng-11903	134	14	as	as	SCONJ
fumecheng-11903	134	15	follows	follow	VERB
fumecheng-11903	134	16	:	:	PUNCT
fumecheng-11903	134	17	algorithm	algorithm	NOUN
fumecheng-11903	134	18	1	1	NUM
fumecheng-11903	134	19	:	:	PUNCT
fumecheng-11903	134	20	basic	basic	ADJ
fumecheng-11903	134	21	discrete	discrete	NOUN
fumecheng-11903	134	22	rso	rso	PROPN
fumecheng-11903	134	23	output	output	NOUN
fumecheng-11903	134	24	:	:	PUNCT
fumecheng-11903	134	25	optimal	optimal	ADJ
fumecheng-11903	134	26	solution	solution	NOUN
fumecheng-11903	134	27	input	input	NOUN
fumecheng-11903	134	28	:	:	PUNCT
fumecheng-11903	134	29	the	the	DET
fumecheng-11903	134	30	initial	initial	ADJ
fumecheng-11903	134	31	rat	rat	NOUN
fumecheng-11903	134	32	population	population	NOUN
fumecheng-11903	134	33	p	p	NOUN
fumecheng-11903	134	34	,	,	PUNCT
fumecheng-11903	134	35	initialize	initialize	VERB
fumecheng-11903	134	36	rso	rso	PROPN
fumecheng-11903	134	37	parameters	parameter	NOUN
fumecheng-11903	134	38	:	:	PUNCT
fumecheng-11903	134	39	a	a	X
fumecheng-11903	134	40	,	,	PUNCT
fumecheng-11903	134	41	c	c	NOUN
fumecheng-11903	134	42	,	,	PUNCT
fumecheng-11903	134	43	and	and	CCONJ
fumecheng-11903	134	44	r.	r.	NOUN
fumecheng-11903	134	45	initialize	initialize	VERB
fumecheng-11903	134	46	the	the	DET
fumecheng-11903	134	47	rat	rat	NOUN
fumecheng-11903	134	48	's	's	PART
fumecheng-11903	134	49	population	population	NOUN
fumecheng-11903	134	50	pi	pi	NOUN
fumecheng-11903	134	51	where	where	SCONJ
fumecheng-11903	134	52	i	i	PRON
fumecheng-11903	134	53	=	=	NOUN
fumecheng-11903	134	54	1	1	NUM
fumecheng-11903	134	55	,	,	PUNCT
fumecheng-11903	134	56	2	2	NUM
fumecheng-11903	134	57	now	now	ADV
fumecheng-11903	134	58	,	,	PUNCT
fumecheng-11903	134	59	calculate	calculate	VERB
fumecheng-11903	134	60	the	the	DET
fumecheng-11903	134	61	fitness	fitness	NOUN
fumecheng-11903	134	62	value	value	NOUN
fumecheng-11903	134	63	of	of	ADP
fumecheng-11903	134	64	each	each	DET
fumecheng-11903	134	65	search	search	NOUN
fumecheng-11903	134	66	agent	agent	NOUN
fumecheng-11903	134	67	.	.	PUNCT
fumecheng-11903	135	1	choose	choose	VERB
fumecheng-11903	135	2	the	the	DET
fumecheng-11903	135	3	best	good	ADJ
fumecheng-11903	135	4	agent	agent	NOUN
fumecheng-11903	135	5	fitness	fitness	NOUN
fumecheng-11903	135	6	value	value	NOUN
fumecheng-11903	135	7	pbest	pbest	NOUN
fumecheng-11903	135	8	.	.	PUNCT
fumecheng-11903	136	1	while	while	SCONJ
fumecheng-11903	136	2	(	(	PUNCT
fumecheng-11903	136	3	k	k	X
fumecheng-11903	136	4	<	<	X
fumecheng-11903	136	5	maxiteration	maxiteration	NOUN
fumecheng-11903	136	6	)	)	PUNCT
fumecheng-11903	136	7	do	do	AUX
fumecheng-11903	136	8	for	for	ADP
fumecheng-11903	136	9	each	each	DET
fumecheng-11903	136	10	agent	agent	NOUN
fumecheng-11903	136	11	search	search	NOUN
fumecheng-11903	136	12	do	do	AUX
fumecheng-11903	136	13	update	update	VERB
fumecheng-11903	136	14	the	the	DET
fumecheng-11903	136	15	positions	position	NOUN
fumecheng-11903	136	16	of	of	ADP
fumecheng-11903	136	17	current	current	ADJ
fumecheng-11903	136	18	search	search	NOUN
fumecheng-11903	136	19	agents	agent	NOUN
fumecheng-11903	136	20	using	use	VERB
fumecheng-11903	136	21	equation	equation	NOUN
fumecheng-11903	136	22	(	(	PUNCT
fumecheng-11903	136	23	4	4	X
fumecheng-11903	136	24	)	)	PUNCT
fumecheng-11903	136	25	end	end	NOUN
fumecheng-11903	136	26	for	for	ADP
fumecheng-11903	136	27	update	update	NOUN
fumecheng-11903	136	28	rso	rso	PROPN
fumecheng-11903	136	29	parameters	parameter	NOUN
fumecheng-11903	136	30	:	:	PUNCT
fumecheng-11903	136	31	a	a	X
fumecheng-11903	136	32	,	,	PUNCT
fumecheng-11903	136	33	c	c	NOUN
fumecheng-11903	136	34	,	,	PUNCT
fumecheng-11903	136	35	and	and	CCONJ
fumecheng-11903	136	36	r.	r.	NOUN
fumecheng-11903	136	37	check	check	VERB
fumecheng-11903	136	38	whether	whether	SCONJ
fumecheng-11903	136	39	any	any	DET
fumecheng-11903	136	40	search	search	NOUN
fumecheng-11903	136	41	agent	agent	NOUN
fumecheng-11903	136	42	goes	go	VERB
fumecheng-11903	136	43	beyond	beyond	ADP
fumecheng-11903	136	44	the	the	DET
fumecheng-11903	136	45	boundary	boundary	ADJ
fumecheng-11903	136	46	limit	limit	NOUN
fumecheng-11903	136	47	of	of	ADP
fumecheng-11903	136	48	the	the	DET
fumecheng-11903	136	49	search	search	NOUN
fumecheng-11903	136	50	space	space	NOUN
fumecheng-11903	136	51	and	and	CCONJ
fumecheng-11903	136	52	then	then	ADV
fumecheng-11903	136	53	amend	amend	VERB
fumecheng-11903	136	54	it	it	PRON
fumecheng-11903	136	55	.	.	PUNCT
fumecheng-11903	137	1	calculate	calculate	VERB
fumecheng-11903	137	2	the	the	DET
fumecheng-11903	137	3	fitness	fitness	NOUN
fumecheng-11903	137	4	of	of	ADP
fumecheng-11903	137	5	each	each	DET
fumecheng-11903	137	6	search	search	NOUN
fumecheng-11903	137	7	agent	agent	NOUN
fumecheng-11903	137	8	.	.	PUNCT
fumecheng-11903	138	1	update	update	NOUN
fumecheng-11903	138	2	pbest	pbest	NOUN
fumecheng-11903	138	3	if	if	SCONJ
fumecheng-11903	138	4	there	there	PRON
fumecheng-11903	138	5	is	be	VERB
fumecheng-11903	138	6	a	a	DET
fumecheng-11903	138	7	better	well	ADJ
fumecheng-11903	138	8	solution	solution	NOUN
fumecheng-11903	138	9	than	than	ADP
fumecheng-11903	138	10	the	the	DET
fumecheng-11903	138	11	previous	previous	ADJ
fumecheng-11903	138	12	optimal	optimal	ADJ
fumecheng-11903	138	13	solution	solution	NOUN
fumecheng-11903	138	14	.	.	PUNCT
fumecheng-11903	139	1	k	k	PROPN
fumecheng-11903	139	2	←	←	PROPN
fumecheng-11903	140	1	k	k	PROPN
fumecheng-11903	140	2	+	+	PROPN
fumecheng-11903	140	3	1	1	X
fumecheng-11903	140	4	.	.	X
fumecheng-11903	140	5	end	end	NOUN
fumecheng-11903	140	6	while	while	SCONJ
fumecheng-11903	140	7	return	return	VERB
fumecheng-11903	140	8	pbest	pb	ADJ
fumecheng-11903	140	9	5	5	NUM
fumecheng-11903	140	10	.	.	PUNCT
fumecheng-11903	140	11	proposed	propose	VERB
fumecheng-11903	140	12	discrete	discrete	NOUN
fumecheng-11903	140	13	rso	rso	PROPN
fumecheng-11903	140	14	algorithm	algorithm	NOUN
fumecheng-11903	140	15	for	for	ADP
fumecheng-11903	140	16	qap	qap	NOUN
fumecheng-11903	140	17	the	the	DET
fumecheng-11903	140	18	quadratic	quadratic	ADJ
fumecheng-11903	140	19	assignment	assignment	NOUN
fumecheng-11903	140	20	problem	problem	NOUN
fumecheng-11903	140	21	(	(	PUNCT
fumecheng-11903	140	22	qap	qap	NOUN
fumecheng-11903	140	23	)	)	PUNCT
fumecheng-11903	140	24	is	be	AUX
fumecheng-11903	140	25	a	a	DET
fumecheng-11903	140	26	mathematical	mathematical	ADJ
fumecheng-11903	140	27	optimization	optimization	NOUN
fumecheng-11903	140	28	problem	problem	NOUN
fumecheng-11903	140	29	that	that	PRON
fumecheng-11903	140	30	involves	involve	VERB
fumecheng-11903	140	31	finding	find	VERB
fumecheng-11903	140	32	the	the	DET
fumecheng-11903	140	33	optimal	optimal	ADJ
fumecheng-11903	140	34	placement	placement	NOUN
fumecheng-11903	140	35	of	of	ADP
fumecheng-11903	140	36	a	a	DET
fumecheng-11903	140	37	set	set	NOUN
fumecheng-11903	140	38	of	of	ADP
fumecheng-11903	140	39	machines	machine	NOUN
fumecheng-11903	140	40	in	in	ADP
fumecheng-11903	140	41	a	a	DET
fumecheng-11903	140	42	manufacturing	manufacturing	NOUN
fumecheng-11903	140	43	facility	facility	NOUN
fumecheng-11903	140	44	.	.	PUNCT
fumecheng-11903	141	1	standard	standard	ADJ
fumecheng-11903	141	2	rat	rat	NOUN
fumecheng-11903	141	3	swarm	swarm	NOUN
fumecheng-11903	141	4	optimization	optimization	NOUN
fumecheng-11903	141	5	(	(	PUNCT
fumecheng-11903	141	6	rso	rso	PROPN
fumecheng-11903	141	7	)	)	PUNCT
fumecheng-11903	141	8	is	be	AUX
fumecheng-11903	141	9	a	a	DET
fumecheng-11903	141	10	continuous	continuous	ADJ
fumecheng-11903	141	11	optimization	optimization	NOUN
fumecheng-11903	141	12	method	method	NOUN
fumecheng-11903	141	13	that	that	PRON
fumecheng-11903	141	14	is	be	AUX
fumecheng-11903	141	15	used	use	VERB
fumecheng-11903	141	16	to	to	PART
fumecheng-11903	141	17	optimize	optimize	VERB
fumecheng-11903	141	18	continuous	continuous	ADJ
fumecheng-11903	141	19	nonlinear	nonlinear	ADJ
fumecheng-11903	141	20	functions	function	NOUN
fumecheng-11903	141	21	,	,	PUNCT
fumecheng-11903	141	22	but	but	CCONJ
fumecheng-11903	141	23	it	it	PRON
fumecheng-11903	141	24	can	can	AUX
fumecheng-11903	141	25	not	not	PART
fumecheng-11903	141	26	be	be	AUX
fumecheng-11903	141	27	used	use	VERB
fumecheng-11903	141	28	to	to	PART
fumecheng-11903	141	29	directly	directly	ADV
fumecheng-11903	141	30	solve	solve	VERB
fumecheng-11903	141	31	discrete	discrete	ADJ
fumecheng-11903	141	32	problems	problem	NOUN
fumecheng-11903	141	33	.	.	PUNCT
fumecheng-11903	142	1	to	to	PART
fumecheng-11903	142	2	address	address	VERB
fumecheng-11903	142	3	this	this	PRON
fumecheng-11903	142	4	,	,	PUNCT
fumecheng-11903	142	5	a	a	DET
fumecheng-11903	142	6	modified	modify	VERB
fumecheng-11903	142	7	version	version	NOUN
fumecheng-11903	142	8	of	of	ADP
fumecheng-11903	142	9	rso	rso	PROPN
fumecheng-11903	142	10	,	,	PUNCT
fumecheng-11903	142	11	called	call	VERB
fumecheng-11903	142	12	discrete	discrete	ADJ
fumecheng-11903	142	13	rat	rat	NOUN
fumecheng-11903	142	14	swarm	swarm	NOUN
fumecheng-11903	142	15	optimization	optimization	NOUN
fumecheng-11903	142	16	(	(	PUNCT
fumecheng-11903	142	17	drso	drso	PROPN
fumecheng-11903	142	18	)	)	PUNCT
fumecheng-11903	142	19	,	,	PUNCT
fumecheng-11903	142	20	has	have	AUX
fumecheng-11903	142	21	been	be	AUX
fumecheng-11903	142	22	developed	develop	VERB
fumecheng-11903	142	23	to	to	PART
fumecheng-11903	142	24	solve	solve	VERB
fumecheng-11903	142	25	discrete	discrete	ADJ
fumecheng-11903	142	26	combinatorial	combinatorial	ADJ
fumecheng-11903	142	27	problems	problem	NOUN
fumecheng-11903	142	28	,	,	PUNCT
fumecheng-11903	142	29	including	include	VERB
fumecheng-11903	142	30	the	the	DET
fumecheng-11903	142	31	qap	qap	NOUN
fumecheng-11903	142	32	.	.	PUNCT
fumecheng-11903	143	1	in	in	ADP
fumecheng-11903	143	2	order	order	NOUN
fumecheng-11903	143	3	to	to	PART
fumecheng-11903	143	4	apply	apply	VERB
fumecheng-11903	143	5	drso	drso	NOUN
fumecheng-11903	143	6	to	to	ADP
fumecheng-11903	143	7	the	the	DET
fumecheng-11903	143	8	qap	qap	NOUN
fumecheng-11903	143	9	,	,	PUNCT
fumecheng-11903	143	10	the	the	DET
fumecheng-11903	143	11	fundamental	fundamental	ADJ
fumecheng-11903	143	12	equations	equation	NOUN
fumecheng-11903	143	13	of	of	ADP
fumecheng-11903	143	14	rso	rso	PROPN
fumecheng-11903	143	15	must	must	AUX
fumecheng-11903	143	16	be	be	AUX
fumecheng-11903	143	17	modified	modify	VERB
fumecheng-11903	143	18	to	to	PART
fumecheng-11903	143	19	include	include	VERB
fumecheng-11903	143	20	position	position	NOUN
fumecheng-11903	143	21	representation	representation	NOUN
fumecheng-11903	143	22	,	,	PUNCT
fumecheng-11903	143	23	position	position	NOUN
fumecheng-11903	143	24	update	update	NOUN
fumecheng-11903	143	25	equations	equation	NOUN
fumecheng-11903	143	26	,	,	PUNCT
fumecheng-11903	143	27	and	and	CCONJ
fumecheng-11903	143	28	rso	rso	PROPN
fumecheng-11903	143	29	parameters	parameter	NOUN
fumecheng-11903	143	30	and	and	CCONJ
fumecheng-11903	143	31	operators	operator	NOUN
fumecheng-11903	143	32	.	.	PUNCT
fumecheng-11903	144	1	additionally	additionally	ADV
fumecheng-11903	144	2	,	,	PUNCT
fumecheng-11903	144	3	neighborhood	neighborhood	NOUN
fumecheng-11903	144	4	search	search	NOUN
fumecheng-11903	144	5	techniques	technique	NOUN
fumecheng-11903	144	6	are	be	AUX
fumecheng-11903	144	7	often	often	ADV
fumecheng-11903	144	8	used	use	VERB
fumecheng-11903	144	9	in	in	ADP
fumecheng-11903	144	10	drso	drso	NOUN
fumecheng-11903	144	11	to	to	PART
fumecheng-11903	144	12	improve	improve	VERB
fumecheng-11903	144	13	the	the	DET
fumecheng-11903	144	14	quality	quality	NOUN
fumecheng-11903	144	15	of	of	ADP
fumecheng-11903	144	16	the	the	DET
fumecheng-11903	144	17	solution	solution	NOUN
fumecheng-11903	144	18	for	for	ADP
fumecheng-11903	144	19	combinatorial	combinatorial	ADJ
fumecheng-11903	144	20	problems	problem	NOUN
fumecheng-11903	144	21	.	.	PUNCT
fumecheng-11903	145	1	one	one	NUM
fumecheng-11903	145	2	such	such	ADJ
fumecheng-11903	145	3	technique	technique	NOUN
fumecheng-11903	145	4	is	be	AUX
fumecheng-11903	145	5	the	the	DET
fumecheng-11903	145	6	2	2	NUM
fumecheng-11903	145	7	-	-	PUNCT
fumecheng-11903	145	8	exchange	exchange	NOUN
fumecheng-11903	145	9	neighborhood	neighborhood	NOUN
fumecheng-11903	145	10	function	function	NOUN
fumecheng-11903	145	11	,	,	PUNCT
fumecheng-11903	145	12	which	which	PRON
fumecheng-11903	145	13	is	be	AUX
fumecheng-11903	145	14	appropriate	appropriate	ADJ
fumecheng-11903	145	15	for	for	ADP
fumecheng-11903	145	16	use	use	NOUN
fumecheng-11903	145	17	in	in	ADP
fumecheng-11903	145	18	qaps	qap	NOUN
fumecheng-11903	145	19	.	.	PUNCT
fumecheng-11903	146	1	538	538	NUM
fumecheng-11903	146	2	t.	t.	PROPN
fumecheng-11903	146	3	mzili	mzili	NOUN
fumecheng-11903	146	4	,	,	PUNCT
fumecheng-11903	146	5	i.	i.	PROPN
fumecheng-11903	146	6	mzili	mzili	PROPN
fumecheng-11903	146	7	,	,	PUNCT
fumecheng-11903	146	8	m.e	m.e	PROPN
fumecheng-11903	146	9	.	.	PROPN
fumecheng-11903	146	10	riffi	riffi	PROPN
fumecheng-11903	146	11	,	,	PUNCT
fumecheng-11903	146	12	d.	d.	PROPN
fumecheng-11903	146	13	pamucar	pamucar	PROPN
fumecheng-11903	146	14	,	,	PUNCT
fumecheng-11903	146	15	v.	v.	PROPN
fumecheng-11903	146	16	simic	simic	PROPN
fumecheng-11903	146	17	,	,	PUNCT
fumecheng-11903	146	18	m.	m.	NOUN
fumecheng-11903	146	19	kurdi	kurdi	PROPN
fumecheng-11903	147	1	this	this	DET
fumecheng-11903	147	2	function	function	NOUN
fumecheng-11903	147	3	involves	involve	VERB
fumecheng-11903	147	4	exchanging	exchange	VERB
fumecheng-11903	147	5	the	the	DET
fumecheng-11903	147	6	positions	position	NOUN
fumecheng-11903	147	7	of	of	ADP
fumecheng-11903	147	8	two	two	NUM
fumecheng-11903	147	9	machines	machine	NOUN
fumecheng-11903	147	10	in	in	ADP
fumecheng-11903	147	11	the	the	DET
fumecheng-11903	147	12	current	current	ADJ
fumecheng-11903	147	13	solution	solution	NOUN
fumecheng-11903	147	14	and	and	CCONJ
fumecheng-11903	147	15	evaluating	evaluate	VERB
fumecheng-11903	147	16	the	the	DET
fumecheng-11903	147	17	resulting	result	VERB
fumecheng-11903	147	18	sum	sum	NOUN
fumecheng-11903	147	19	of	of	ADP
fumecheng-11903	147	20	distances	distance	NOUN
fumecheng-11903	147	21	between	between	ADP
fumecheng-11903	147	22	the	the	DET
fumecheng-11903	147	23	facilities	facility	NOUN
fumecheng-11903	147	24	and	and	CCONJ
fumecheng-11903	147	25	the	the	DET
fumecheng-11903	147	26	machines	machine	NOUN
fumecheng-11903	147	27	.	.	PUNCT
fumecheng-11903	148	1	if	if	SCONJ
fumecheng-11903	148	2	the	the	DET
fumecheng-11903	148	3	sum	sum	NOUN
fumecheng-11903	148	4	of	of	ADP
fumecheng-11903	148	5	distances	distance	NOUN
fumecheng-11903	148	6	is	be	AUX
fumecheng-11903	148	7	improved	improve	VERB
fumecheng-11903	148	8	,	,	PUNCT
fumecheng-11903	148	9	the	the	DET
fumecheng-11903	148	10	new	new	ADJ
fumecheng-11903	148	11	solution	solution	NOUN
fumecheng-11903	148	12	is	be	AUX
fumecheng-11903	148	13	accepted	accept	VERB
fumecheng-11903	148	14	as	as	ADP
fumecheng-11903	148	15	the	the	DET
fumecheng-11903	148	16	current	current	ADJ
fumecheng-11903	148	17	solution	solution	NOUN
fumecheng-11903	148	18	.	.	PUNCT
fumecheng-11903	149	1	by	by	ADP
fumecheng-11903	149	2	utilizing	utilize	VERB
fumecheng-11903	149	3	the	the	DET
fumecheng-11903	149	4	2	2	NUM
fumecheng-11903	149	5	-	-	PUNCT
fumecheng-11903	149	6	exchange	exchange	NOUN
fumecheng-11903	149	7	neighborhood	neighborhood	NOUN
fumecheng-11903	149	8	function	function	NOUN
fumecheng-11903	149	9	,	,	PUNCT
fumecheng-11903	149	10	the	the	DET
fumecheng-11903	149	11	drso	drso	PROPN
fumecheng-11903	149	12	algorithm	algorithm	NOUN
fumecheng-11903	149	13	is	be	AUX
fumecheng-11903	149	14	able	able	ADJ
fumecheng-11903	149	15	to	to	PART
fumecheng-11903	149	16	effectively	effectively	ADV
fumecheng-11903	149	17	search	search	VERB
fumecheng-11903	149	18	for	for	ADP
fumecheng-11903	149	19	the	the	DET
fumecheng-11903	149	20	optimal	optimal	ADJ
fumecheng-11903	149	21	solution	solution	NOUN
fumecheng-11903	149	22	to	to	ADP
fumecheng-11903	149	23	the	the	DET
fumecheng-11903	149	24	qap	qap	NOUN
fumecheng-11903	149	25	by	by	ADP
fumecheng-11903	149	26	making	make	VERB
fumecheng-11903	149	27	small	small	ADJ
fumecheng-11903	149	28	changes	change	NOUN
fumecheng-11903	149	29	to	to	ADP
fumecheng-11903	149	30	the	the	DET
fumecheng-11903	149	31	current	current	ADJ
fumecheng-11903	149	32	solution	solution	NOUN
fumecheng-11903	149	33	and	and	CCONJ
fumecheng-11903	149	34	evaluating	evaluate	VERB
fumecheng-11903	149	35	the	the	DET
fumecheng-11903	149	36	resulting	result	VERB
fumecheng-11903	149	37	improvement	improvement	NOUN
fumecheng-11903	149	38	in	in	ADP
fumecheng-11903	149	39	the	the	DET
fumecheng-11903	149	40	sum	sum	NOUN
fumecheng-11903	149	41	of	of	ADP
fumecheng-11903	149	42	distances	distance	NOUN
fumecheng-11903	149	43	.	.	PUNCT
fumecheng-11903	150	1	this	this	PRON
fumecheng-11903	150	2	allows	allow	VERB
fumecheng-11903	150	3	the	the	DET
fumecheng-11903	150	4	algorithm	algorithm	NOUN
fumecheng-11903	150	5	to	to	PART
fumecheng-11903	150	6	find	find	VERB
fumecheng-11903	150	7	a	a	DET
fumecheng-11903	150	8	high	high	ADJ
fumecheng-11903	150	9	-	-	PUNCT
fumecheng-11903	150	10	quality	quality	NOUN
fumecheng-11903	150	11	solution	solution	NOUN
fumecheng-11903	150	12	to	to	ADP
fumecheng-11903	150	13	the	the	DET
fumecheng-11903	150	14	qap	qap	NOUN
fumecheng-11903	150	15	in	in	ADP
fumecheng-11903	150	16	a	a	DET
fumecheng-11903	150	17	relatively	relatively	ADV
fumecheng-11903	150	18	short	short	ADJ
fumecheng-11903	150	19	amount	amount	NOUN
fumecheng-11903	150	20	of	of	ADP
fumecheng-11903	150	21	time	time	NOUN
fumecheng-11903	150	22	.	.	PUNCT
fumecheng-11903	151	1	the	the	DET
fumecheng-11903	151	2	subsection	subsection	NOUN
fumecheng-11903	151	3	that	that	PRON
fumecheng-11903	151	4	follows	follow	VERB
fumecheng-11903	151	5	will	will	AUX
fumecheng-11903	151	6	go	go	VERB
fumecheng-11903	151	7	into	into	ADP
fumecheng-11903	151	8	further	further	ADJ
fumecheng-11903	151	9	information	information	NOUN
fumecheng-11903	151	10	about	about	ADP
fumecheng-11903	151	11	this	this	DET
fumecheng-11903	151	12	function	function	NOUN
fumecheng-11903	151	13	.	.	PUNCT
fumecheng-11903	152	1	i.	i.	PROPN
fumecheng-11903	152	2	update	update	PROPN
fumecheng-11903	152	3	position	position	NOUN
fumecheng-11903	152	4	the	the	DET
fumecheng-11903	152	5	rat	rat	NOUN
fumecheng-11903	152	6	swarm	swarm	NOUN
fumecheng-11903	152	7	optimization	optimization	NOUN
fumecheng-11903	152	8	algorithm	algorithm	NOUN
fumecheng-11903	152	9	simulates	simulate	VERB
fumecheng-11903	152	10	the	the	DET
fumecheng-11903	152	11	movement	movement	NOUN
fumecheng-11903	152	12	of	of	ADP
fumecheng-11903	152	13	virtual	virtual	ADJ
fumecheng-11903	152	14	rats	rat	NOUN
fumecheng-11903	152	15	in	in	ADP
fumecheng-11903	152	16	an	an	DET
fumecheng-11903	152	17	ndimensional	ndimensional	ADJ
fumecheng-11903	152	18	search	search	NOUN
fumecheng-11903	152	19	space	space	NOUN
fumecheng-11903	152	20	(	(	PUNCT
fumecheng-11903	152	21	where	where	SCONJ
fumecheng-11903	152	22	n	n	PRON
fumecheng-11903	152	23	is	be	AUX
fumecheng-11903	152	24	the	the	DET
fumecheng-11903	152	25	size	size	NOUN
fumecheng-11903	152	26	of	of	ADP
fumecheng-11903	152	27	the	the	DET
fumecheng-11903	152	28	problem	problem	NOUN
fumecheng-11903	152	29	)	)	PUNCT
fumecheng-11903	152	30	according	accord	VERB
fumecheng-11903	152	31	to	to	ADP
fumecheng-11903	152	32	the	the	DET
fumecheng-11903	152	33	location	location	NOUN
fumecheng-11903	152	34	described	describe	VERB
fumecheng-11903	152	35	in	in	ADP
fumecheng-11903	152	36	the	the	DET
fumecheng-11903	152	37	basic	basic	ADJ
fumecheng-11903	152	38	rso	rso	PROPN
fumecheng-11903	152	39	algorithm	algorithm	NOUN
fumecheng-11903	152	40	.	.	PUNCT
fumecheng-11903	153	1	as	as	ADP
fumecheng-11903	153	2	the	the	DET
fumecheng-11903	153	3	rat	rat	NOUN
fumecheng-11903	153	4	’s	’s	PART
fumecheng-11903	153	5	search	search	NOUN
fumecheng-11903	153	6	for	for	ADP
fumecheng-11903	153	7	the	the	DET
fumecheng-11903	153	8	optimal	optimal	ADJ
fumecheng-11903	153	9	solution	solution	NOUN
fumecheng-11903	153	10	to	to	ADP
fumecheng-11903	153	11	the	the	DET
fumecheng-11903	153	12	problem	problem	NOUN
fumecheng-11903	153	13	,	,	PUNCT
fumecheng-11903	153	14	they	they	PRON
fumecheng-11903	153	15	tend	tend	VERB
fumecheng-11903	153	16	to	to	PART
fumecheng-11903	153	17	move	move	VERB
fumecheng-11903	153	18	towards	towards	ADP
fumecheng-11903	153	19	the	the	DET
fumecheng-11903	153	20	best	good	ADJ
fumecheng-11903	153	21	solution	solution	NOUN
fumecheng-11903	153	22	found	find	VERB
fumecheng-11903	153	23	so	so	ADV
fumecheng-11903	153	24	far	far	ADV
fumecheng-11903	153	25	,	,	PUNCT
fumecheng-11903	153	26	updating	update	VERB
fumecheng-11903	153	27	their	their	PRON
fumecheng-11903	153	28	positions	position	NOUN
fumecheng-11903	153	29	(	(	PUNCT
fumecheng-11903	153	30	pi	pi	NOUN
fumecheng-11903	153	31	)	)	PUNCT
fumecheng-11903	153	32	at	at	ADP
fumecheng-11903	153	33	each	each	DET
fumecheng-11903	153	34	time	time	NOUN
fumecheng-11903	153	35	step	step	NOUN
fumecheng-11903	153	36	(	(	PUNCT
fumecheng-11903	153	37	t	t	NOUN
fumecheng-11903	153	38	)	)	PUNCT
fumecheng-11903	153	39	.	.	PUNCT
fumecheng-11903	154	1	during	during	ADP
fumecheng-11903	154	2	the	the	DET
fumecheng-11903	154	3	search	search	NOUN
fumecheng-11903	154	4	process	process	NOUN
fumecheng-11903	154	5	,	,	PUNCT
fumecheng-11903	154	6	some	some	DET
fumecheng-11903	154	7	rats	rat	NOUN
fumecheng-11903	154	8	may	may	AUX
fumecheng-11903	154	9	be	be	AUX
fumecheng-11903	154	10	eliminated	eliminate	VERB
fumecheng-11903	154	11	due	due	ADP
fumecheng-11903	154	12	to	to	ADP
fumecheng-11903	154	13	conflicts	conflict	NOUN
fumecheng-11903	154	14	with	with	ADP
fumecheng-11903	154	15	other	other	ADJ
fumecheng-11903	154	16	rats	rat	NOUN
fumecheng-11903	154	17	.	.	PUNCT
fumecheng-11903	155	1	in	in	ADP
fumecheng-11903	155	2	the	the	DET
fumecheng-11903	155	3	context	context	NOUN
fumecheng-11903	155	4	of	of	ADP
fumecheng-11903	155	5	the	the	DET
fumecheng-11903	155	6	quadratic	quadratic	ADJ
fumecheng-11903	155	7	assignment	assignment	NOUN
fumecheng-11903	155	8	problem	problem	NOUN
fumecheng-11903	155	9	(	(	PUNCT
fumecheng-11903	155	10	qap	qap	NOUN
fumecheng-11903	155	11	)	)	PUNCT
fumecheng-11903	155	12	,	,	PUNCT
fumecheng-11903	155	13	each	each	DET
fumecheng-11903	155	14	rat	rat	NOUN
fumecheng-11903	155	15	represents	represent	VERB
fumecheng-11903	155	16	a	a	DET
fumecheng-11903	155	17	potential	potential	ADJ
fumecheng-11903	155	18	solution	solution	NOUN
fumecheng-11903	155	19	and	and	CCONJ
fumecheng-11903	155	20	locbest	locbest	NOUN
fumecheng-11903	155	21	represents	represent	VERB
fumecheng-11903	155	22	the	the	DET
fumecheng-11903	155	23	best	good	ADJ
fumecheng-11903	155	24	solution	solution	NOUN
fumecheng-11903	155	25	found	find	VERB
fumecheng-11903	155	26	by	by	ADP
fumecheng-11903	155	27	the	the	DET
fumecheng-11903	155	28	ith	ith	PROPN
fumecheng-11903	155	29	rat	rat	NOUN
fumecheng-11903	155	30	.	.	PUNCT
fumecheng-11903	156	1	this	this	DET
fumecheng-11903	156	2	solution	solution	NOUN
fumecheng-11903	156	3	represents	represent	VERB
fumecheng-11903	156	4	the	the	DET
fumecheng-11903	156	5	optimal	optimal	ADJ
fumecheng-11903	156	6	placement	placement	NOUN
fumecheng-11903	156	7	of	of	ADP
fumecheng-11903	156	8	the	the	DET
fumecheng-11903	156	9	machines	machine	NOUN
fumecheng-11903	156	10	in	in	ADP
fumecheng-11903	156	11	the	the	DET
fumecheng-11903	156	12	manufacturing	manufacturing	NOUN
fumecheng-11903	156	13	facility	facility	NOUN
fumecheng-11903	156	14	,	,	PUNCT
fumecheng-11903	156	15	minimizing	minimize	VERB
fumecheng-11903	156	16	the	the	DET
fumecheng-11903	156	17	sum	sum	NOUN
fumecheng-11903	156	18	of	of	ADP
fumecheng-11903	156	19	distances	distance	NOUN
fumecheng-11903	156	20	between	between	ADP
fumecheng-11903	156	21	the	the	DET
fumecheng-11903	156	22	facilities	facility	NOUN
fumecheng-11903	156	23	and	and	CCONJ
fumecheng-11903	156	24	the	the	DET
fumecheng-11903	156	25	assigned	assign	VERB
fumecheng-11903	156	26	machines	machine	NOUN
fumecheng-11903	156	27	.	.	PUNCT
fumecheng-11903	157	1	ii	ii	PROPN
fumecheng-11903	157	2	.	.	PUNCT
fumecheng-11903	157	3	check	check	VERB
fumecheng-11903	157	4	the	the	DET
fumecheng-11903	157	5	position	position	NOUN
fumecheng-11903	157	6	quality	quality	NOUN
fumecheng-11903	157	7	during	during	ADP
fumecheng-11903	157	8	the	the	DET
fumecheng-11903	157	9	search	search	NOUN
fumecheng-11903	157	10	process	process	NOUN
fumecheng-11903	157	11	,	,	PUNCT
fumecheng-11903	157	12	the	the	DET
fumecheng-11903	157	13	rats	rat	NOUN
fumecheng-11903	157	14	may	may	AUX
fumecheng-11903	157	15	engage	engage	VERB
fumecheng-11903	157	16	in	in	ADP
fumecheng-11903	157	17	"	"	PUNCT
fumecheng-11903	157	18	hunting	hunt	VERB
fumecheng-11903	157	19	and	and	CCONJ
fumecheng-11903	157	20	fighting	fighting	NOUN
fumecheng-11903	157	21	"	"	PUNCT
fumecheng-11903	157	22	against	against	ADP
fumecheng-11903	157	23	other	other	ADJ
fumecheng-11903	157	24	rats	rat	NOUN
fumecheng-11903	157	25	as	as	SCONJ
fumecheng-11903	157	26	they	they	PRON
fumecheng-11903	157	27	compete	compete	VERB
fumecheng-11903	157	28	for	for	ADP
fumecheng-11903	157	29	the	the	DET
fumecheng-11903	157	30	optimal	optimal	ADJ
fumecheng-11903	157	31	solution	solution	NOUN
fumecheng-11903	157	32	.	.	PUNCT
fumecheng-11903	158	1	in	in	ADP
fumecheng-11903	158	2	some	some	DET
fumecheng-11903	158	3	cases	case	NOUN
fumecheng-11903	158	4	,	,	PUNCT
fumecheng-11903	158	5	this	this	DET
fumecheng-11903	158	6	competition	competition	NOUN
fumecheng-11903	158	7	may	may	AUX
fumecheng-11903	158	8	result	result	VERB
fumecheng-11903	158	9	in	in	ADP
fumecheng-11903	158	10	the	the	DET
fumecheng-11903	158	11	elimination	elimination	NOUN
fumecheng-11903	158	12	of	of	ADP
fumecheng-11903	158	13	weaker	weak	ADJ
fumecheng-11903	158	14	rats	rat	NOUN
fumecheng-11903	158	15	,	,	PUNCT
fumecheng-11903	158	16	or	or	CCONJ
fumecheng-11903	158	17	solutions	solution	NOUN
fumecheng-11903	158	18	.	.	PUNCT
fumecheng-11903	159	1	this	this	DET
fumecheng-11903	159	2	process	process	NOUN
fumecheng-11903	159	3	can	can	AUX
fumecheng-11903	159	4	be	be	AUX
fumecheng-11903	159	5	modeled	model	VERB
fumecheng-11903	159	6	as	as	SCONJ
fumecheng-11903	159	7	follows	follow	VERB
fumecheng-11903	159	8	:	:	PUNCT
fumecheng-11903	159	9	each	each	DET
fumecheng-11903	159	10	rat	rat	NOUN
fumecheng-11903	159	11	represents	represent	VERB
fumecheng-11903	159	12	a	a	DET
fumecheng-11903	159	13	potential	potential	ADJ
fumecheng-11903	159	14	solution	solution	NOUN
fumecheng-11903	159	15	,	,	PUNCT
fumecheng-11903	159	16	and	and	CCONJ
fumecheng-11903	159	17	the	the	DET
fumecheng-11903	159	18	elimination	elimination	NOUN
fumecheng-11903	159	19	of	of	ADP
fumecheng-11903	159	20	a	a	DET
fumecheng-11903	159	21	rat	rat	NOUN
fumecheng-11903	159	22	corresponds	correspond	VERB
fumecheng-11903	159	23	to	to	ADP
fumecheng-11903	159	24	the	the	DET
fumecheng-11903	159	25	abandonment	abandonment	NOUN
fumecheng-11903	159	26	of	of	ADP
fumecheng-11903	159	27	that	that	DET
fumecheng-11903	159	28	solution	solution	NOUN
fumecheng-11903	159	29	.	.	PUNCT
fumecheng-11903	160	1	this	this	DET
fumecheng-11903	160	2	process	process	NOUN
fumecheng-11903	160	3	is	be	AUX
fumecheng-11903	160	4	analogous	analogous	ADJ
fumecheng-11903	160	5	to	to	ADP
fumecheng-11903	160	6	the	the	DET
fumecheng-11903	160	7	death	death	NOUN
fumecheng-11903	160	8	of	of	ADP
fumecheng-11903	160	9	a	a	DET
fumecheng-11903	160	10	rat	rat	NOUN
fumecheng-11903	160	11	during	during	ADP
fumecheng-11903	160	12	the	the	DET
fumecheng-11903	160	13	search	search	NOUN
fumecheng-11903	160	14	process	process	NOUN
fumecheng-11903	160	15	.	.	PUNCT
fumecheng-11903	161	1	iii	iii	X
fumecheng-11903	161	2	.	.	NOUN
fumecheng-11903	161	3	operator	operator	NOUN
fumecheng-11903	161	4	of	of	ADP
fumecheng-11903	161	5	discrete	discrete	ADJ
fumecheng-11903	161	6	rso	rso	PROPN
fumecheng-11903	161	7	in	in	ADP
fumecheng-11903	161	8	continuous	continuous	ADJ
fumecheng-11903	161	9	optimization	optimization	NOUN
fumecheng-11903	161	10	problems	problem	NOUN
fumecheng-11903	161	11	,	,	PUNCT
fumecheng-11903	161	12	logical	logical	ADJ
fumecheng-11903	161	13	and	and	CCONJ
fumecheng-11903	161	14	mathematical	mathematical	ADJ
fumecheng-11903	161	15	operators	operator	NOUN
fumecheng-11903	161	16	are	be	AUX
fumecheng-11903	161	17	applied	apply	VERB
fumecheng-11903	161	18	to	to	ADP
fumecheng-11903	161	19	real	real	ADJ
fumecheng-11903	161	20	and	and	CCONJ
fumecheng-11903	161	21	natural	natural	ADJ
fumecheng-11903	161	22	numbers	number	NOUN
fumecheng-11903	161	23	.	.	PUNCT
fumecheng-11903	162	1	however	however	ADV
fumecheng-11903	162	2	,	,	PUNCT
fumecheng-11903	162	3	in	in	ADP
fumecheng-11903	162	4	discrete	discrete	ADJ
fumecheng-11903	162	5	optimization	optimization	NOUN
fumecheng-11903	162	6	problems	problem	NOUN
fumecheng-11903	162	7	,	,	PUNCT
fumecheng-11903	162	8	these	these	DET
fumecheng-11903	162	9	operators	operator	NOUN
fumecheng-11903	162	10	can	can	AUX
fumecheng-11903	162	11	not	not	PART
fumecheng-11903	162	12	be	be	AUX
fumecheng-11903	162	13	used	use	VERB
fumecheng-11903	162	14	in	in	ADP
fumecheng-11903	162	15	the	the	DET
fumecheng-11903	162	16	same	same	ADJ
fumecheng-11903	162	17	way	way	NOUN
fumecheng-11903	162	18	because	because	SCONJ
fumecheng-11903	162	19	they	they	PRON
fumecheng-11903	162	20	are	be	AUX
fumecheng-11903	162	21	designed	design	VERB
fumecheng-11903	162	22	for	for	ADP
fumecheng-11903	162	23	continuous	continuous	ADJ
fumecheng-11903	162	24	scenarios	scenario	NOUN
fumecheng-11903	162	25	.	.	PUNCT
fumecheng-11903	163	1	discrete	discrete	ADJ
fumecheng-11903	163	2	optimization	optimization	NOUN
fumecheng-11903	163	3	problems	problem	NOUN
fumecheng-11903	163	4	,	,	PUNCT
fumecheng-11903	163	5	such	such	ADJ
fumecheng-11903	163	6	as	as	ADP
fumecheng-11903	163	7	order	order	NOUN
fumecheng-11903	163	8	,	,	PUNCT
fumecheng-11903	163	9	sequencing	sequencing	NOUN
fumecheng-11903	163	10	,	,	PUNCT
fumecheng-11903	163	11	or	or	CCONJ
fumecheng-11903	163	12	permutation	permutation	NOUN
fumecheng-11903	163	13	optimization	optimization	NOUN
fumecheng-11903	163	14	,	,	PUNCT
fumecheng-11903	163	15	require	require	VERB
fumecheng-11903	163	16	the	the	DET
fumecheng-11903	163	17	use	use	NOUN
fumecheng-11903	163	18	of	of	ADP
fumecheng-11903	163	19	discrete	discrete	ADJ
fumecheng-11903	163	20	operators	operator	NOUN
fumecheng-11903	163	21	.	.	PUNCT
fumecheng-11903	164	1	therefore	therefore	ADV
fumecheng-11903	164	2	,	,	PUNCT
fumecheng-11903	164	3	it	it	PRON
fumecheng-11903	164	4	is	be	AUX
fumecheng-11903	164	5	necessary	necessary	ADJ
fumecheng-11903	164	6	to	to	PART
fumecheng-11903	164	7	modify	modify	VERB
fumecheng-11903	164	8	the	the	DET
fumecheng-11903	164	9	operators	operator	NOUN
fumecheng-11903	164	10	in	in	ADP
fumecheng-11903	164	11	order	order	NOUN
fumecheng-11903	164	12	to	to	PART
fumecheng-11903	164	13	apply	apply	VERB
fumecheng-11903	164	14	them	they	PRON
fumecheng-11903	164	15	to	to	PART
fumecheng-11903	164	16	discrete	discrete	VERB
fumecheng-11903	164	17	optimization	optimization	NOUN
fumecheng-11903	164	18	problems	problem	NOUN
fumecheng-11903	164	19	.	.	PUNCT
fumecheng-11903	165	1	the	the	DET
fumecheng-11903	165	2	addition	addition	NOUN
fumecheng-11903	165	3	operator	operator	NOUN
fumecheng-11903	165	4	is	be	AUX
fumecheng-11903	165	5	used	use	VERB
fumecheng-11903	165	6	to	to	PART
fumecheng-11903	165	7	move	move	VERB
fumecheng-11903	165	8	the	the	DET
fumecheng-11903	165	9	current	current	ADJ
fumecheng-11903	165	10	position	position	NOUN
fumecheng-11903	165	11	by	by	ADP
fumecheng-11903	165	12	one	one	NUM
fumecheng-11903	165	13	step	step	NOUN
fumecheng-11903	165	14	.	.	PUNCT
fumecheng-11903	166	1	in	in	ADP
fumecheng-11903	166	2	the	the	DET
fumecheng-11903	166	3	discrete	discrete	ADJ
fumecheng-11903	166	4	case	case	NOUN
fumecheng-11903	166	5	,	,	PUNCT
fumecheng-11903	166	6	this	this	DET
fumecheng-11903	166	7	operator	operator	NOUN
fumecheng-11903	166	8	can	can	AUX
fumecheng-11903	166	9	be	be	AUX
fumecheng-11903	166	10	represented	represent	VERB
fumecheng-11903	166	11	as	as	ADP
fumecheng-11903	166	12	a	a	DET
fumecheng-11903	166	13	set	set	NOUN
fumecheng-11903	166	14	of	of	ADP
fumecheng-11903	166	15	permutations	permutation	NOUN
fumecheng-11903	166	16	that	that	PRON
fumecheng-11903	166	17	alter	alter	VERB
fumecheng-11903	166	18	the	the	DET
fumecheng-11903	166	19	placement	placement	NOUN
fumecheng-11903	166	20	of	of	ADP
fumecheng-11903	166	21	the	the	DET
fumecheng-11903	166	22	facilities	facility	NOUN
fumecheng-11903	166	23	.	.	PUNCT
fumecheng-11903	167	1	this	this	PRON
fumecheng-11903	167	2	allows	allow	VERB
fumecheng-11903	167	3	the	the	DET
fumecheng-11903	167	4	operator	operator	NOUN
fumecheng-11903	167	5	to	to	PART
fumecheng-11903	167	6	be	be	AUX
fumecheng-11903	167	7	applied	apply	VERB
fumecheng-11903	167	8	to	to	PART
fumecheng-11903	167	9	discrete	discrete	VERB
fumecheng-11903	167	10	optimization	optimization	NOUN
fumecheng-11903	167	11	problems	problem	NOUN
fumecheng-11903	167	12	such	such	ADJ
fumecheng-11903	167	13	as	as	ADP
fumecheng-11903	167	14	the	the	DET
fumecheng-11903	167	15	quadratic	quadratic	ADJ
fumecheng-11903	167	16	assignment	assignment	NOUN
fumecheng-11903	167	17	problem	problem	NOUN
fumecheng-11903	167	18	(	(	PUNCT
fumecheng-11903	167	19	qap	qap	NOUN
fumecheng-11903	167	20	)	)	PUNCT
fumecheng-11903	167	21	the	the	DET
fumecheng-11903	167	22	subtraction	subtraction	NOUN
fumecheng-11903	167	23	operator	operator	NOUN
fumecheng-11903	167	24	locbest	locb	ADJ
fumecheng-11903	167	25	–	–	PUNCT
fumecheng-11903	167	26	loci	loci	NOUN
fumecheng-11903	167	27	in	in	ADP
fumecheng-11903	167	28	the	the	DET
fumecheng-11903	167	29	rat	rat	NOUN
fumecheng-11903	167	30	swarm	swarm	NOUN
fumecheng-11903	167	31	optimization	optimization	NOUN
fumecheng-11903	167	32	algorithm	algorithm	NOUN
fumecheng-11903	167	33	is	be	AUX
fumecheng-11903	167	34	used	use	VERB
fumecheng-11903	167	35	to	to	PART
fumecheng-11903	167	36	calculate	calculate	VERB
fumecheng-11903	167	37	the	the	DET
fumecheng-11903	167	38	set	set	NOUN
fumecheng-11903	167	39	of	of	ADP
fumecheng-11903	167	40	permutations	permutation	NOUN
fumecheng-11903	167	41	needed	need	VERB
fumecheng-11903	167	42	to	to	PART
fumecheng-11903	167	43	transform	transform	VERB
fumecheng-11903	167	44	the	the	DET
fumecheng-11903	167	45	current	current	ADJ
fumecheng-11903	167	46	position	position	NOUN
fumecheng-11903	167	47	of	of	ADP
fumecheng-11903	167	48	a	a	DET
fumecheng-11903	167	49	rat	rat	NOUN
fumecheng-11903	167	50	𝑙𝑜𝑐𝑖	𝑙𝑜𝑐𝑖	NOUN
fumecheng-11903	167	51	into	into	ADP
fumecheng-11903	167	52	the	the	DET
fumecheng-11903	167	53	position	position	NOUN
fumecheng-11903	167	54	of	of	ADP
fumecheng-11903	167	55	the	the	DET
fumecheng-11903	167	56	"	"	PUNCT
fumecheng-11903	167	57	best	good	ADJ
fumecheng-11903	167	58	"	"	PUNCT
fumecheng-11903	167	59	rat	rat	NOUN
fumecheng-11903	167	60	𝑙𝑜𝑐𝐵𝑒𝑠𝑡.	𝑙𝑜𝑐𝐵𝑒𝑠𝑡.	NOUN
fumecheng-11903	167	61	this	this	PRON
fumecheng-11903	167	62	is	be	AUX
fumecheng-11903	167	63	done	do	VERB
fumecheng-11903	167	64	by	by	ADP
fumecheng-11903	167	65	subtracting	subtract	VERB
fumecheng-11903	167	66	the	the	DET
fumecheng-11903	167	67	position	position	NOUN
fumecheng-11903	167	68	of	of	ADP
fumecheng-11903	167	69	the	the	DET
fumecheng-11903	167	70	"	"	PUNCT
fumecheng-11903	167	71	best	good	ADJ
fumecheng-11903	167	72	"	"	PUNCT
fumecheng-11903	167	73	rat	rat	NOUN
fumecheng-11903	167	74	from	from	ADP
fumecheng-11903	167	75	the	the	DET
fumecheng-11903	167	76	position	position	NOUN
fumecheng-11903	167	77	of	of	ADP
fumecheng-11903	167	78	the	the	DET
fumecheng-11903	167	79	current	current	ADJ
fumecheng-11903	167	80	rat	rat	NOUN
fumecheng-11903	167	81	,	,	PUNCT
fumecheng-11903	167	82	resulting	result	VERB
fumecheng-11903	167	83	in	in	ADP
fumecheng-11903	167	84	a	a	DET
fumecheng-11903	167	85	new	new	ADJ
fumecheng-11903	167	86	position	position	NOUN
fumecheng-11903	167	87	𝑙𝑜𝑐𝐵𝑒𝑠𝑡	𝑙𝑜𝑐𝐵𝑒𝑠𝑡	PRON
fumecheng-11903	167	88	.this	.this	DET
fumecheng-11903	167	89	operator	operator	NOUN
fumecheng-11903	167	90	is	be	AUX
fumecheng-11903	167	91	used	use	VERB
fumecheng-11903	167	92	to	to	PART
fumecheng-11903	167	93	guide	guide	VERB
fumecheng-11903	167	94	the	the	DET
fumecheng-11903	167	95	rats	rat	NOUN
fumecheng-11903	167	96	towards	towards	ADP
fumecheng-11903	167	97	the	the	DET
fumecheng-11903	167	98	optimal	optimal	ADJ
fumecheng-11903	167	99	solution	solution	NOUN
fumecheng-11903	167	100	by	by	ADP
fumecheng-11903	167	101	allowing	allow	VERB
fumecheng-11903	167	102	them	they	PRON
fumecheng-11903	167	103	to	to	PART
fumecheng-11903	167	104	follow	follow	VERB
fumecheng-11903	167	105	the	the	DET
fumecheng-11903	167	106	movements	movement	NOUN
fumecheng-11903	167	107	of	of	ADP
fumecheng-11903	167	108	the	the	DET
fumecheng-11903	167	109	"	"	PUNCT
fumecheng-11903	167	110	best	good	ADJ
fumecheng-11903	167	111	"	"	PUNCT
fumecheng-11903	167	112	rat	rat	NOUN
fumecheng-11903	167	113	.	.	PUNCT
fumecheng-11903	168	1	the	the	DET
fumecheng-11903	168	2	multiplication	multiplication	NOUN
fumecheng-11903	168	3	operator	operator	NOUN
fumecheng-11903	168	4	in	in	ADP
fumecheng-11903	168	5	the	the	DET
fumecheng-11903	168	6	rat	rat	NOUN
fumecheng-11903	168	7	swarm	swarm	NOUN
fumecheng-11903	168	8	optimization	optimization	NOUN
fumecheng-11903	168	9	algorithm	algorithm	NOUN
fumecheng-11903	168	10	is	be	AUX
fumecheng-11903	168	11	used	use	VERB
fumecheng-11903	168	12	to	to	PART
fumecheng-11903	168	13	reduce	reduce	VERB
fumecheng-11903	168	14	the	the	DET
fumecheng-11903	168	15	number	number	NOUN
fumecheng-11903	168	16	of	of	ADP
fumecheng-11903	168	17	permutations	permutation	NOUN
fumecheng-11903	168	18	needed	need	VERB
fumecheng-11903	168	19	to	to	PART
fumecheng-11903	168	20	transform	transform	VERB
fumecheng-11903	168	21	the	the	DET
fumecheng-11903	168	22	current	current	ADJ
fumecheng-11903	168	23	position	position	NOUN
fumecheng-11903	168	24	of	of	ADP
fumecheng-11903	168	25	a	a	DET
fumecheng-11903	168	26	rat	rat	NOUN
fumecheng-11903	168	27	(	(	PUNCT
fumecheng-11903	168	28	𝑙𝑜𝑐𝑖	𝑙𝑜𝑐𝑖	PROPN
fumecheng-11903	168	29	)	)	PUNCT
fumecheng-11903	168	30	.	.	PUNCT
fumecheng-11903	168	31	)	)	PUNCT
fumecheng-11903	169	1	into	into	ADP
fumecheng-11903	169	2	the	the	DET
fumecheng-11903	169	3	position	position	NOUN
fumecheng-11903	169	4	of	of	ADP
fumecheng-11903	169	5	the	the	DET
fumecheng-11903	169	6	"	"	PUNCT
fumecheng-11903	169	7	best	good	ADJ
fumecheng-11903	169	8	"	"	PUNCT
fumecheng-11903	169	9	rat	rat	NOUN
fumecheng-11903	169	10	locbest	locb	ADJ
fumecheng-11903	169	11	.	.	PUNCT
fumecheng-11903	170	1	this	this	DET
fumecheng-11903	170	2	operator	operator	NOUN
fumecheng-11903	170	3	is	be	AUX
fumecheng-11903	170	4	defined	define	VERB
fumecheng-11903	170	5	as	as	ADP
fumecheng-11903	170	6	the	the	DET
fumecheng-11903	170	7	multiplication	multiplication	NOUN
fumecheng-11903	170	8	of	of	ADP
fumecheng-11903	170	9	a	a	DET
fumecheng-11903	170	10	real	real	ADJ
fumecheng-11903	170	11	a	a	DET
fumecheng-11903	170	12	novel	novel	ADJ
fumecheng-11903	170	13	discrete	discrete	ADJ
fumecheng-11903	170	14	rat	rat	NOUN
fumecheng-11903	170	15	swarm	swarm	NOUN
fumecheng-11903	170	16	optimization	optimization	NOUN
fumecheng-11903	170	17	algorithm	algorithm	NOUN
fumecheng-11903	170	18	for	for	ADP
fumecheng-11903	170	19	the	the	DET
fumecheng-11903	170	20	quadratic	quadratic	ADJ
fumecheng-11903	170	21	assignment	assignment	NOUN
fumecheng-11903	170	22	problem	problem	NOUN
fumecheng-11903	170	23	539	539	NUM
fumecheng-11903	170	24	number	number	NOUN
fumecheng-11903	170	25	(	(	PUNCT
fumecheng-11903	170	26	β	β	NOUN
fumecheng-11903	170	27	)	)	PUNCT
fumecheng-11903	170	28	with	with	ADP
fumecheng-11903	170	29	the	the	DET
fumecheng-11903	170	30	set	set	NOUN
fumecheng-11903	170	31	of	of	ADP
fumecheng-11903	170	32	permutations	permutation	NOUN
fumecheng-11903	170	33	calculated	calculate	VERB
fumecheng-11903	170	34	by	by	ADP
fumecheng-11903	170	35	the	the	DET
fumecheng-11903	170	36	subtraction	subtraction	NOUN
fumecheng-11903	170	37	operator	operator	NOUN
fumecheng-11903	170	38	rat	rat	NOUN
fumecheng-11903	170	39	(	(	PUNCT
fumecheng-11903	170	40	locbest	locb	ADJ
fumecheng-11903	170	41	–	–	PUNCT
fumecheng-11903	170	42	loci	loci	NOUN
fumecheng-11903	170	43	)	)	PUNCT
fumecheng-11903	170	44	.	.	PUNCT
fumecheng-11903	171	1	by	by	ADP
fumecheng-11903	171	2	multiplying	multiply	VERB
fumecheng-11903	171	3	these	these	DET
fumecheng-11903	171	4	values	value	NOUN
fumecheng-11903	171	5	,	,	PUNCT
fumecheng-11903	171	6	the	the	DET
fumecheng-11903	171	7	number	number	NOUN
fumecheng-11903	171	8	of	of	ADP
fumecheng-11903	171	9	permutations	permutation	NOUN
fumecheng-11903	171	10	needed	need	VERB
fumecheng-11903	171	11	to	to	PART
fumecheng-11903	171	12	reach	reach	VERB
fumecheng-11903	171	13	the	the	DET
fumecheng-11903	171	14	"	"	PUNCT
fumecheng-11903	171	15	best	good	ADJ
fumecheng-11903	171	16	"	"	PUNCT
fumecheng-11903	171	17	position	position	NOUN
fumecheng-11903	171	18	is	be	AUX
fumecheng-11903	171	19	reduced	reduce	VERB
fumecheng-11903	171	20	,	,	PUNCT
fumecheng-11903	171	21	allowing	allow	VERB
fumecheng-11903	171	22	the	the	DET
fumecheng-11903	171	23	rats	rat	NOUN
fumecheng-11903	171	24	to	to	PART
fumecheng-11903	171	25	more	more	ADV
fumecheng-11903	171	26	efficiently	efficiently	ADV
fumecheng-11903	171	27	search	search	VERB
fumecheng-11903	171	28	for	for	ADP
fumecheng-11903	171	29	the	the	DET
fumecheng-11903	171	30	optimal	optimal	ADJ
fumecheng-11903	171	31	solution	solution	NOUN
fumecheng-11903	171	32	.	.	PUNCT
fumecheng-11903	172	1	iv	iv	X
fumecheng-11903	172	2	.	.	PUNCT
fumecheng-11903	173	1	the	the	DET
fumecheng-11903	173	2	objective	objective	ADJ
fumecheng-11903	173	3	function	function	NOUN
fumecheng-11903	173	4	the	the	DET
fumecheng-11903	173	5	objective	objective	ADJ
fumecheng-11903	173	6	function	function	NOUN
fumecheng-11903	173	7	is	be	AUX
fumecheng-11903	173	8	used	use	VERB
fumecheng-11903	173	9	to	to	PART
fumecheng-11903	173	10	evaluate	evaluate	VERB
fumecheng-11903	173	11	the	the	DET
fumecheng-11903	173	12	quality	quality	NOUN
fumecheng-11903	173	13	of	of	ADP
fumecheng-11903	173	14	a	a	DET
fumecheng-11903	173	15	given	give	VERB
fumecheng-11903	173	16	solution	solution	NOUN
fumecheng-11903	173	17	.	.	PUNCT
fumecheng-11903	174	1	it	it	PRON
fumecheng-11903	174	2	is	be	AUX
fumecheng-11903	174	3	defined	define	VERB
fumecheng-11903	174	4	as	as	ADP
fumecheng-11903	174	5	the	the	DET
fumecheng-11903	174	6	sum	sum	NOUN
fumecheng-11903	174	7	of	of	ADP
fumecheng-11903	174	8	the	the	DET
fumecheng-11903	174	9	distances	distance	NOUN
fumecheng-11903	174	10	between	between	ADP
fumecheng-11903	174	11	the	the	DET
fumecheng-11903	174	12	locations	location	NOUN
fumecheng-11903	174	13	of	of	ADP
fumecheng-11903	174	14	the	the	DET
fumecheng-11903	174	15	facilities	facility	NOUN
fumecheng-11903	174	16	and	and	CCONJ
fumecheng-11903	174	17	the	the	DET
fumecheng-11903	174	18	machines	machine	NOUN
fumecheng-11903	174	19	assigned	assign	VERB
fumecheng-11903	174	20	to	to	ADP
fumecheng-11903	174	21	them	they	PRON
fumecheng-11903	174	22	,	,	PUNCT
fumecheng-11903	174	23	multiplied	multiply	VERB
fumecheng-11903	174	24	by	by	ADP
fumecheng-11903	174	25	the	the	DET
fumecheng-11903	174	26	flow	flow	NOUN
fumecheng-11903	174	27	between	between	ADP
fumecheng-11903	174	28	those	those	DET
fumecheng-11903	174	29	locations	location	NOUN
fumecheng-11903	174	30	(	(	PUNCT
fumecheng-11903	174	31	as	as	SCONJ
fumecheng-11903	174	32	seen	see	VERB
fumecheng-11903	174	33	in	in	ADP
fumecheng-11903	174	34	eq	eq	ADP
fumecheng-11903	174	35	.	.	PUNCT
fumecheng-11903	175	1	(	(	PUNCT
fumecheng-11903	175	2	4	4	NUM
fumecheng-11903	175	3	)	)	PUNCT
fumecheng-11903	175	4	)	)	PUNCT
fumecheng-11903	175	5	.	.	PUNCT
fumecheng-11903	176	1	neighborhood	neighborhood	NOUN
fumecheng-11903	176	2	search	search	NOUN
fumecheng-11903	176	3	techniques	technique	NOUN
fumecheng-11903	176	4	are	be	AUX
fumecheng-11903	176	5	often	often	ADV
fumecheng-11903	176	6	used	use	VERB
fumecheng-11903	176	7	in	in	ADP
fumecheng-11903	176	8	combinatorial	combinatorial	ADJ
fumecheng-11903	176	9	optimization	optimization	NOUN
fumecheng-11903	176	10	problems	problem	NOUN
fumecheng-11903	176	11	to	to	PART
fumecheng-11903	176	12	enhance	enhance	VERB
fumecheng-11903	176	13	the	the	DET
fumecheng-11903	176	14	quality	quality	NOUN
fumecheng-11903	176	15	of	of	ADP
fumecheng-11903	176	16	the	the	DET
fumecheng-11903	176	17	solutions	solution	NOUN
fumecheng-11903	176	18	.	.	PUNCT
fumecheng-11903	177	1	the	the	DET
fumecheng-11903	177	2	two	two	NUM
fumecheng-11903	177	3	-	-	PUNCT
fumecheng-11903	177	4	exchange	exchange	NOUN
fumecheng-11903	177	5	neighborhood	neighborhood	NOUN
fumecheng-11903	177	6	function	function	NOUN
fumecheng-11903	177	7	is	be	AUX
fumecheng-11903	177	8	a	a	DET
fumecheng-11903	177	9	reliable	reliable	ADJ
fumecheng-11903	177	10	technique	technique	NOUN
fumecheng-11903	177	11	for	for	ADP
fumecheng-11903	177	12	use	use	NOUN
fumecheng-11903	177	13	in	in	ADP
fumecheng-11903	177	14	the	the	DET
fumecheng-11903	177	15	quadratic	quadratic	ADJ
fumecheng-11903	177	16	assignment	assignment	NOUN
fumecheng-11903	177	17	problem	problem	NOUN
fumecheng-11903	177	18	(	(	PUNCT
fumecheng-11903	177	19	qap	qap	NOUN
fumecheng-11903	177	20	)	)	PUNCT
fumecheng-11903	177	21	.	.	PUNCT
fumecheng-11903	178	1	it	it	PRON
fumecheng-11903	178	2	involves	involve	VERB
fumecheng-11903	178	3	starting	start	VERB
fumecheng-11903	178	4	from	from	ADP
fumecheng-11903	178	5	a	a	DET
fumecheng-11903	178	6	random	random	ADJ
fumecheng-11903	178	7	placement	placement	NOUN
fumecheng-11903	178	8	of	of	ADP
fumecheng-11903	178	9	the	the	DET
fumecheng-11903	178	10	machines	machine	NOUN
fumecheng-11903	178	11	in	in	ADP
fumecheng-11903	178	12	the	the	DET
fumecheng-11903	178	13	facilities	facility	NOUN
fumecheng-11903	178	14	and	and	CCONJ
fumecheng-11903	178	15	repeatedly	repeatedly	ADV
fumecheng-11903	178	16	exchanging	exchange	VERB
fumecheng-11903	178	17	the	the	DET
fumecheng-11903	178	18	positions	position	NOUN
fumecheng-11903	178	19	of	of	ADP
fumecheng-11903	178	20	two	two	NUM
fumecheng-11903	178	21	machines	machine	NOUN
fumecheng-11903	178	22	as	as	ADV
fumecheng-11903	178	23	long	long	ADV
fumecheng-11903	178	24	as	as	SCONJ
fumecheng-11903	178	25	it	it	PRON
fumecheng-11903	178	26	results	result	VERB
fumecheng-11903	178	27	in	in	ADP
fumecheng-11903	178	28	a	a	DET
fumecheng-11903	178	29	more	more	ADV
fumecheng-11903	178	30	optimized	optimize	VERB
fumecheng-11903	178	31	placement	placement	NOUN
fumecheng-11903	178	32	.	.	PUNCT
fumecheng-11903	179	1	v.	v.	ADP
fumecheng-11903	179	2	the	the	DET
fumecheng-11903	179	3	2	2	NUM
fumecheng-11903	179	4	-	-	PUNCT
fumecheng-11903	179	5	opt	opt	NOUN
fumecheng-11903	179	6	the	the	DET
fumecheng-11903	179	7	algorithm	algorithm	NOUN
fumecheng-11903	179	8	is	be	AUX
fumecheng-11903	179	9	a	a	DET
fumecheng-11903	179	10	general	general	ADJ
fumecheng-11903	179	11	-	-	PUNCT
fumecheng-11903	179	12	purpose	purpose	NOUN
fumecheng-11903	179	13	optimization	optimization	NOUN
fumecheng-11903	179	14	algorithm	algorithm	NOUN
fumecheng-11903	179	15	that	that	PRON
fumecheng-11903	179	16	can	can	AUX
fumecheng-11903	179	17	be	be	AUX
fumecheng-11903	179	18	applied	apply	VERB
fumecheng-11903	179	19	to	to	ADP
fumecheng-11903	179	20	a	a	DET
fumecheng-11903	179	21	wide	wide	ADJ
fumecheng-11903	179	22	range	range	NOUN
fumecheng-11903	179	23	of	of	ADP
fumecheng-11903	179	24	problems	problem	NOUN
fumecheng-11903	179	25	,	,	PUNCT
fumecheng-11903	179	26	including	include	VERB
fumecheng-11903	179	27	the	the	DET
fumecheng-11903	179	28	qap	qap	NOUN
fumecheng-11903	179	29	.	.	PUNCT
fumecheng-11903	180	1	it	it	PRON
fumecheng-11903	180	2	works	work	VERB
fumecheng-11903	180	3	by	by	ADP
fumecheng-11903	180	4	iteratively	iteratively	ADV
fumecheng-11903	180	5	improving	improve	VERB
fumecheng-11903	180	6	the	the	DET
fumecheng-11903	180	7	current	current	ADJ
fumecheng-11903	180	8	solution	solution	NOUN
fumecheng-11903	180	9	by	by	ADP
fumecheng-11903	180	10	making	make	VERB
fumecheng-11903	180	11	swaps	swap	NOUN
fumecheng-11903	180	12	between	between	ADP
fumecheng-11903	180	13	pairs	pair	NOUN
fumecheng-11903	180	14	of	of	ADP
fumecheng-11903	180	15	facilities	facility	NOUN
fumecheng-11903	180	16	and	and	CCONJ
fumecheng-11903	180	17	their	their	PRON
fumecheng-11903	180	18	assigned	assign	VERB
fumecheng-11903	180	19	machines	machine	NOUN
fumecheng-11903	180	20	.	.	PUNCT
fumecheng-11903	181	1	by	by	ADP
fumecheng-11903	181	2	making	make	VERB
fumecheng-11903	181	3	swaps	swap	NOUN
fumecheng-11903	181	4	that	that	PRON
fumecheng-11903	181	5	reduce	reduce	VERB
fumecheng-11903	181	6	the	the	DET
fumecheng-11903	181	7	overall	overall	ADJ
fumecheng-11903	181	8	cost	cost	NOUN
fumecheng-11903	181	9	of	of	ADP
fumecheng-11903	181	10	the	the	DET
fumecheng-11903	181	11	assignment	assignment	NOUN
fumecheng-11903	181	12	,	,	PUNCT
fumecheng-11903	181	13	the	the	DET
fumecheng-11903	181	14	algorithm	algorithm	NOUN
fumecheng-11903	181	15	is	be	AUX
fumecheng-11903	181	16	able	able	ADJ
fumecheng-11903	181	17	to	to	PART
fumecheng-11903	181	18	progressively	progressively	ADV
fumecheng-11903	181	19	improve	improve	VERB
fumecheng-11903	181	20	the	the	DET
fumecheng-11903	181	21	solution	solution	NOUN
fumecheng-11903	181	22	and	and	CCONJ
fumecheng-11903	181	23	find	find	VERB
fumecheng-11903	181	24	the	the	DET
fumecheng-11903	181	25	optimal	optimal	ADJ
fumecheng-11903	181	26	placement	placement	NOUN
fumecheng-11903	181	27	of	of	ADP
fumecheng-11903	181	28	the	the	DET
fumecheng-11903	181	29	machines	machine	NOUN
fumecheng-11903	181	30	in	in	ADP
fumecheng-11903	181	31	the	the	DET
fumecheng-11903	181	32	facilities	facility	NOUN
fumecheng-11903	181	33	.	.	PUNCT
fumecheng-11903	182	1	here	here	ADV
fumecheng-11903	182	2	is	be	AUX
fumecheng-11903	182	3	an	an	DET
fumecheng-11903	182	4	example	example	NOUN
fumecheng-11903	182	5	of	of	ADP
fumecheng-11903	182	6	pseudo	pseudo	NOUN
fumecheng-11903	182	7	-	-	NOUN
fumecheng-11903	182	8	code	code	NOUN
fumecheng-11903	182	9	for	for	ADP
fumecheng-11903	182	10	the	the	DET
fumecheng-11903	182	11	2	2	NUM
fumecheng-11903	182	12	-	-	PUNCT
fumecheng-11903	182	13	opt	opt	NOUN
fumecheng-11903	182	14	algorithm	algorithm	NOUN
fumecheng-11903	182	15	for	for	ADP
fumecheng-11903	182	16	solving	solve	VERB
fumecheng-11903	182	17	the	the	DET
fumecheng-11903	182	18	qap	qap	NOUN
fumecheng-11903	182	19	:	:	PUNCT
fumecheng-11903	182	20	algorithm	algorithm	NOUN
fumecheng-11903	182	21	2	2	NUM
fumecheng-11903	182	22	:	:	PUNCT
fumecheng-11903	182	23	2	2	NUM
fumecheng-11903	182	24	-	-	PUNCT
fumecheng-11903	182	25	opt	opt	NOUN
fumecheng-11903	182	26	algorithm	algorithm	NOUN
fumecheng-11903	182	27	for	for	ADP
fumecheng-11903	182	28	the	the	DET
fumecheng-11903	182	29	quadratic	quadratic	ADJ
fumecheng-11903	182	30	assignment	assignment	NOUN
fumecheng-11903	182	31	problem	problem	NOUN
fumecheng-11903	182	32	function	function	VERB
fumecheng-11903	182	33	2_opt_qap	2_opt_qap	NOUN
fumecheng-11903	182	34	(	(	PUNCT
fumecheng-11903	182	35	solution	solution	NOUN
fumecheng-11903	182	36	):	):	PUNCT
fumecheng-11903	182	37	solution	solution	NOUN
fumecheng-11903	182	38	=	=	SYM
fumecheng-11903	182	39	initial	initial	ADJ
fumecheng-11903	182	40	solution	solution	NOUN
fumecheng-11903	182	41	best_solution	best_solution	NOUN
fumecheng-11903	182	42	=	=	SYM
fumecheng-11903	182	43	solution	solution	NOUN
fumecheng-11903	182	44	improved	improve	VERB
fumecheng-11903	182	45	=	=	PUNCT
fumecheng-11903	182	46	true	true	ADJ
fumecheng-11903	182	47	while	while	SCONJ
fumecheng-11903	182	48	improved	improve	VERB
fumecheng-11903	182	49	do	do	AUX
fumecheng-11903	182	50	improved	improve	VERB
fumecheng-11903	182	51	=	=	SYM
fumecheng-11903	182	52	false	false	ADJ
fumecheng-11903	182	53	for	for	ADP
fumecheng-11903	182	54	i	i	PRON
fumecheng-11903	182	55	=	=	NOUN
fumecheng-11903	182	56	0	0	NUM
fumecheng-11903	182	57	to	to	PART
fumecheng-11903	182	58	n-1	n-1	VERB
fumecheng-11903	182	59	do	do	VERB
fumecheng-11903	182	60	//	//	NUM
fumecheng-11903	182	61	n	n	CCONJ
fumecheng-11903	182	62	:	:	PUNCT
fumecheng-11903	182	63	number	number	NOUN
fumecheng-11903	182	64	of	of	ADP
fumecheng-11903	182	65	facilities	facility	NOUN
fumecheng-11903	182	66	for	for	ADP
fumecheng-11903	182	67	j	j	PROPN
fumecheng-11903	183	1	=	=	PUNCT
fumecheng-11903	183	2	i+1	i+1	NOUN
fumecheng-11903	183	3	to	to	PART
fumecheng-11903	183	4	n	n	PRON
fumecheng-11903	183	5	do	do	AUX
fumecheng-11903	183	6	if	if	SCONJ
fumecheng-11903	183	7	cost_of_swapping	cost_of_swappe	VERB
fumecheng-11903	183	8	(	(	PUNCT
fumecheng-11903	183	9	solution	solution	NOUN
fumecheng-11903	183	10	,	,	PUNCT
fumecheng-11903	183	11	i	i	PRON
fumecheng-11903	183	12	,	,	PUNCT
fumecheng-11903	183	13	j	j	PROPN
fumecheng-11903	183	14	)	)	PUNCT
fumecheng-11903	183	15	<	<	X
fumecheng-11903	183	16	0	0	PUNCT
fumecheng-11903	183	17	then	then	ADV
fumecheng-11903	183	18	solution	solution	NOUN
fumecheng-11903	183	19	=	=	SYM
fumecheng-11903	183	20	swap	swap	NOUN
fumecheng-11903	183	21	(	(	PUNCT
fumecheng-11903	183	22	solution	solution	NOUN
fumecheng-11903	183	23	,	,	PUNCT
fumecheng-11903	183	24	i	i	PRON
fumecheng-11903	183	25	,	,	PUNCT
fumecheng-11903	183	26	j	j	PROPN
fumecheng-11903	183	27	)	)	PUNCT
fumecheng-11903	183	28	improved	improve	VERB
fumecheng-11903	183	29	=	=	PUNCT
fumecheng-11903	183	30	true	true	ADJ
fumecheng-11903	183	31	end	end	NOUN
fumecheng-11903	183	32	if	if	SCONJ
fumecheng-11903	183	33	end	end	NOUN
fumecheng-11903	183	34	for	for	ADP
fumecheng-11903	183	35	end	end	NOUN
fumecheng-11903	183	36	for	for	ADP
fumecheng-11903	183	37	if	if	SCONJ
fumecheng-11903	183	38	cost_of_solution(solution	cost_of_solution(solution	NOUN
fumecheng-11903	183	39	)	)	PUNCT
fumecheng-11903	183	40	<	<	X
fumecheng-11903	183	41	cost_of_solution(best_solution	cost_of_solution(best_solution	NOUN
fumecheng-11903	183	42	)	)	PUNCT
fumecheng-11903	183	43	then	then	ADV
fumecheng-11903	183	44	best_solution	best_solution	NOUN
fumecheng-11903	183	45	=	=	SYM
fumecheng-11903	184	1	solution	solution	NOUN
fumecheng-11903	184	2	end	end	VERB
fumecheng-11903	184	3	if	if	SCONJ
fumecheng-11903	184	4	end	end	NOUN
fumecheng-11903	184	5	while	while	SCONJ
fumecheng-11903	184	6	return	return	VERB
fumecheng-11903	184	7	best_solution	best_solution	NOUN
fumecheng-11903	184	8	540	540	NUM
fumecheng-11903	184	9	t.	t.	NOUN
fumecheng-11903	184	10	mzili	mzili	NOUN
fumecheng-11903	184	11	,	,	PUNCT
fumecheng-11903	184	12	i.	i.	PROPN
fumecheng-11903	184	13	mzili	mzili	PROPN
fumecheng-11903	184	14	,	,	PUNCT
fumecheng-11903	184	15	m.e	m.e	PROPN
fumecheng-11903	184	16	.	.	PROPN
fumecheng-11903	184	17	riffi	riffi	PROPN
fumecheng-11903	184	18	,	,	PUNCT
fumecheng-11903	184	19	d.	d.	PROPN
fumecheng-11903	184	20	pamucar	pamucar	PROPN
fumecheng-11903	184	21	,	,	PUNCT
fumecheng-11903	184	22	v.	v.	PROPN
fumecheng-11903	184	23	simic	simic	PROPN
fumecheng-11903	184	24	,	,	PUNCT
fumecheng-11903	184	25	m.	m.	NOUN
fumecheng-11903	184	26	kurdi	kurdi	PROPN
fumecheng-11903	184	27	the	the	DET
fumecheng-11903	184	28	final	final	ADJ
fumecheng-11903	184	29	version	version	NOUN
fumecheng-11903	184	30	of	of	ADP
fumecheng-11903	184	31	the	the	DET
fumecheng-11903	184	32	discrete	discrete	ADJ
fumecheng-11903	184	33	rat	rat	NOUN
fumecheng-11903	184	34	algorithm	algorithm	NOUN
fumecheng-11903	184	35	presented	present	VERB
fumecheng-11903	184	36	as	as	SCONJ
fumecheng-11903	184	37	follows	follow	VERB
fumecheng-11903	184	38	:	:	PUNCT
fumecheng-11903	184	39	algorithm	algorithm	NOUN
fumecheng-11903	184	40	3	3	NUM
fumecheng-11903	184	41	discrete	discrete	ADJ
fumecheng-11903	184	42	rat	rat	NOUN
fumecheng-11903	184	43	swarm	swarm	NOUN
fumecheng-11903	184	44	optimization	optimization	NOUN
fumecheng-11903	184	45	with	with	ADP
fumecheng-11903	184	46	2	2	NUM
fumecheng-11903	184	47	-	-	PUNCT
fumecheng-11903	184	48	opt	opt	NOUN
fumecheng-11903	184	49	for	for	ADP
fumecheng-11903	184	50	qap	qap	ADJ
fumecheng-11903	184	51	require	require	NOUN
fumecheng-11903	184	52	:	:	PUNCT
fumecheng-11903	184	53	distance	distance	NOUN
fumecheng-11903	184	54	matrix	matrix	NOUN
fumecheng-11903	184	55	d	d	NOUN
fumecheng-11903	184	56	,	,	PUNCT
fumecheng-11903	184	57	flows	flow	VERB
fumecheng-11903	184	58	matrix	matrix	NOUN
fumecheng-11903	184	59	f	f	NOUN
fumecheng-11903	184	60	,	,	PUNCT
fumecheng-11903	184	61	number	number	NOUN
fumecheng-11903	184	62	of	of	ADP
fumecheng-11903	184	63	rats	rat	NOUN
fumecheng-11903	184	64	n	n	CCONJ
fumecheng-11903	184	65	,	,	PUNCT
fumecheng-11903	184	66	maximum	maximum	ADJ
fumecheng-11903	184	67	number	number	NOUN
fumecheng-11903	184	68	of	of	ADP
fumecheng-11903	184	69	iterations	iteration	NOUN
fumecheng-11903	184	70	imax	imax	NOUN
fumecheng-11903	184	71	initialize	initialize	VERB
fumecheng-11903	184	72	rats	rat	NOUN
fumecheng-11903	184	73	positions	position	NOUN
fumecheng-11903	184	74	x	x	X
fumecheng-11903	184	75	randomly	randomly	ADV
fumecheng-11903	184	76	·	·	SYM
fumecheng-11903	184	77	x	x	X
fumecheng-11903	184	78	,	,	PUNCT
fumecheng-11903	184	79	representing	represent	VERB
fumecheng-11903	184	80	an	an	DET
fumecheng-11903	184	81	installation	installation	NOUN
fumecheng-11903	184	82	of	of	ADP
fumecheng-11903	184	83	facility	facility	NOUN
fumecheng-11903	184	84	calculate	calculate	NOUN
fumecheng-11903	184	85	fitness	fitness	NOUN
fumecheng-11903	184	86	values	value	NOUN
fumecheng-11903	184	87	f	f	PROPN
fumecheng-11903	184	88	for	for	ADP
fumecheng-11903	184	89	each	each	DET
fumecheng-11903	184	90	rat	rat	NOUN
fumecheng-11903	184	91	using	use	VERB
fumecheng-11903	184	92	distance	distance	NOUN
fumecheng-11903	184	93	matrix	matrix	NOUN
fumecheng-11903	184	94	d	d	NOUN
fumecheng-11903	184	95	and	and	CCONJ
fumecheng-11903	184	96	flows	flow	VERB
fumecheng-11903	184	97	matrix	matrix	NOUN
fumecheng-11903	184	98	f.	f.	PROPN
fumecheng-11903	184	99	for	for	ADP
fumecheng-11903	184	100	t	t	PROPN
fumecheng-11903	184	101	=	=	SYM
fumecheng-11903	184	102	1	1	NUM
fumecheng-11903	184	103	to	to	ADP
fumecheng-11903	184	104	imax	imax	PROPN
fumecheng-11903	184	105	do	do	VERB
fumecheng-11903	184	106	for	for	ADP
fumecheng-11903	184	107	i	i	PRON
fumecheng-11903	184	108	=	=	NOUN
fumecheng-11903	184	109	1	1	NUM
fumecheng-11903	184	110	to	to	PART
fumecheng-11903	184	111	n	n	PRON
fumecheng-11903	184	112	do	do	AUX
fumecheng-11903	184	113	update	update	VERB
fumecheng-11903	184	114	rat	rat	NOUN
fumecheng-11903	184	115	position	position	NOUN
fumecheng-11903	184	116	using	use	VERB
fumecheng-11903	184	117	equation	equation	NOUN
fumecheng-11903	184	118	(	(	PUNCT
fumecheng-11903	184	119	3	3	NUM
fumecheng-11903	184	120	):	):	PUNCT
fumecheng-11903	185	1	xnew	xnew	PROPN
fumecheng-11903	185	2	=	=	PUNCT
fumecheng-11903	185	3	a·xi+b·(xbest−xi	a·xi+b·(xbest−xi	NOUN
fumecheng-11903	185	4	)	)	PUNCT
fumecheng-11903	185	5	calculate	calculate	VERB
fumecheng-11903	185	6	new	new	ADJ
fumecheng-11903	185	7	fitness	fitness	NOUN
fumecheng-11903	185	8	value	value	NOUN
fumecheng-11903	185	9	fnew	fnew	NOUN
fumecheng-11903	185	10	using	use	VERB
fumecheng-11903	185	11	updated	update	VERB
fumecheng-11903	185	12	position	position	NOUN
fumecheng-11903	185	13	if	if	SCONJ
fumecheng-11903	185	14	fnew	fnew	VERB
fumecheng-11903	185	15	<	<	X
fumecheng-11903	185	16	f	f	X
fumecheng-11903	186	1	then	then	ADV
fumecheng-11903	186	2	if	if	SCONJ
fumecheng-11903	186	3	2	2	NUM
fumecheng-11903	186	4	-	-	SYM
fumecheng-11903	186	5	opt(xnew	opt(xnew	X
fumecheng-11903	186	6	)	)	PUNCT
fumecheng-11903	186	7	<	<	X
fumecheng-11903	186	8	xnew	xnew	PROPN
fumecheng-11903	186	9	then	then	ADV
fumecheng-11903	186	10	xnew	xnew	PROPN
fumecheng-11903	186	11	←	←	PROPN
fumecheng-11903	186	12	2	2	NUM
fumecheng-11903	186	13	-	-	PUNCT
fumecheng-11903	186	14	opt(xnew	opt(xnew	NOUN
fumecheng-11903	186	15	)	)	PUNCT
fumecheng-11903	186	16	end	end	NOUN
fumecheng-11903	186	17	if	if	SCONJ
fumecheng-11903	186	18	f	f	PROPN
fumecheng-11903	186	19	←	←	PROPN
fumecheng-11903	186	20	fnew	fnew	PROPN
fumecheng-11903	186	21	xbest	xbest	NOUN
fumecheng-11903	186	22	←	←	PROPN
fumecheng-11903	186	23	xnew	xnew	PROPN
fumecheng-11903	186	24	end	end	VERB
fumecheng-11903	186	25	if	if	SCONJ
fumecheng-11903	186	26	end	end	NOUN
fumecheng-11903	186	27	for	for	ADP
fumecheng-11903	186	28	end	end	NOUN
fumecheng-11903	186	29	for	for	ADP
fumecheng-11903	186	30	output	output	NOUN
fumecheng-11903	186	31	:	:	PUNCT
fumecheng-11903	186	32	best	good	ADJ
fumecheng-11903	186	33	solution	solution	NOUN
fumecheng-11903	186	34	founded	found	VERB
fumecheng-11903	186	35	xbest	xbest	NOUN
fumecheng-11903	186	36	6	6	NUM
fumecheng-11903	186	37	.	.	PUNCT
fumecheng-11903	186	38	experimental	experimental	ADJ
fumecheng-11903	186	39	results	result	NOUN
fumecheng-11903	186	40	and	and	CCONJ
fumecheng-11903	186	41	analysis	analysis	NOUN
fumecheng-11903	186	42	in	in	ADP
fumecheng-11903	186	43	this	this	DET
fumecheng-11903	186	44	study	study	NOUN
fumecheng-11903	186	45	,	,	PUNCT
fumecheng-11903	186	46	the	the	DET
fumecheng-11903	186	47	rat	rat	NOUN
fumecheng-11903	186	48	swarm	swarm	NOUN
fumecheng-11903	186	49	optimization	optimization	NOUN
fumecheng-11903	186	50	(	(	PUNCT
fumecheng-11903	186	51	rso	rso	PROPN
fumecheng-11903	186	52	)	)	PUNCT
fumecheng-11903	186	53	algorithm	algorithm	NOUN
fumecheng-11903	186	54	was	be	AUX
fumecheng-11903	186	55	implemented	implement	VERB
fumecheng-11903	186	56	in	in	ADP
fumecheng-11903	186	57	the	the	DET
fumecheng-11903	186	58	c++	c++	NOUN
fumecheng-11903	186	59	programming	programming	NOUN
fumecheng-11903	186	60	language	language	NOUN
fumecheng-11903	186	61	using	use	VERB
fumecheng-11903	186	62	a	a	DET
fumecheng-11903	186	63	quad	quad	ADJ
fumecheng-11903	186	64	-	-	PUNCT
fumecheng-11903	186	65	core	core	NOUN
fumecheng-11903	186	66	intel	intel	PROPN
fumecheng-11903	186	67	core	core	PROPN
fumecheng-11903	186	68	i5	i5	PROPN
fumecheng-11903	186	69	processor	processor	NOUN
fumecheng-11903	186	70	with	with	ADP
fumecheng-11903	186	71	4	4	NUM
fumecheng-11903	186	72	gb	gb	NOUN
fumecheng-11903	186	73	of	of	ADP
fumecheng-11903	186	74	ram	ram	NOUN
fumecheng-11903	186	75	.	.	PUNCT
fumecheng-11903	187	1	objects	object	NOUN
fumecheng-11903	187	2	from	from	ADP
fumecheng-11903	187	3	the	the	DET
fumecheng-11903	187	4	qablib	qablib	PROPN
fumecheng-11903	187	5	library	library	NOUN
fumecheng-11903	187	6	were	be	AUX
fumecheng-11903	187	7	used	use	VERB
fumecheng-11903	187	8	for	for	ADP
fumecheng-11903	187	9	testing	test	VERB
fumecheng-11903	187	10	the	the	DET
fumecheng-11903	187	11	algorithm	algorithm	NOUN
fumecheng-11903	187	12	on	on	ADP
fumecheng-11903	187	13	various	various	ADJ
fumecheng-11903	187	14	instances	instance	NOUN
fumecheng-11903	187	15	of	of	ADP
fumecheng-11903	187	16	the	the	DET
fumecheng-11903	187	17	quadratic	quadratic	ADJ
fumecheng-11903	187	18	assignment	assignment	NOUN
fumecheng-11903	187	19	problem	problem	NOUN
fumecheng-11903	187	20	(	(	PUNCT
fumecheng-11903	187	21	qap	qap	NOUN
fumecheng-11903	187	22	)	)	PUNCT
fumecheng-11903	187	23	.	.	PUNCT
fumecheng-11903	188	1	the	the	DET
fumecheng-11903	188	2	instances	instance	NOUN
fumecheng-11903	188	3	used	use	VERB
fumecheng-11903	188	4	for	for	ADP
fumecheng-11903	188	5	testing	testing	NOUN
fumecheng-11903	188	6	ranged	range	VERB
fumecheng-11903	188	7	in	in	ADP
fumecheng-11903	188	8	size	size	NOUN
fumecheng-11903	188	9	from	from	ADP
fumecheng-11903	188	10	12	12	NUM
fumecheng-11903	188	11	to	to	PART
fumecheng-11903	188	12	100	100	NUM
fumecheng-11903	188	13	,	,	PUNCT
fumecheng-11903	188	14	as	as	SCONJ
fumecheng-11903	188	15	indicated	indicate	VERB
fumecheng-11903	188	16	by	by	ADP
fumecheng-11903	188	17	the	the	DET
fumecheng-11903	188	18	number	number	NOUN
fumecheng-11903	188	19	in	in	ADP
fumecheng-11903	188	20	the	the	DET
fumecheng-11903	188	21	instance	instance	NOUN
fumecheng-11903	188	22	name	name	NOUN
fumecheng-11903	188	23	(	(	PUNCT
fumecheng-11903	188	24	e.g.	e.g.	ADV
fumecheng-11903	188	25	the	the	DET
fumecheng-11903	188	26	instance	instance	NOUN
fumecheng-11903	188	27	"	"	PUNCT
fumecheng-11903	188	28	els19	els19	PROPN
fumecheng-11903	188	29	"	"	PUNCT
fumecheng-11903	188	30	represents	represent	VERB
fumecheng-11903	188	31	an	an	DET
fumecheng-11903	188	32	instance	instance	NOUN
fumecheng-11903	188	33	with	with	ADP
fumecheng-11903	188	34	19	19	NUM
fumecheng-11903	188	35	facilities	facility	NOUN
fumecheng-11903	188	36	)	)	PUNCT
fumecheng-11903	188	37	.	.	PUNCT
fumecheng-11903	189	1	to	to	PART
fumecheng-11903	189	2	compare	compare	VERB
fumecheng-11903	189	3	the	the	DET
fumecheng-11903	189	4	performance	performance	NOUN
fumecheng-11903	189	5	of	of	ADP
fumecheng-11903	189	6	the	the	DET
fumecheng-11903	189	7	rso	rso	PROPN
fumecheng-11903	189	8	algorithm	algorithm	NOUN
fumecheng-11903	189	9	with	with	ADP
fumecheng-11903	189	10	other	other	ADJ
fumecheng-11903	189	11	metaheuristics	metaheuristic	NOUN
fumecheng-11903	189	12	in	in	ADP
fumecheng-11903	189	13	the	the	DET
fumecheng-11903	189	14	domain	domain	NOUN
fumecheng-11903	189	15	,	,	PUNCT
fumecheng-11903	189	16	we	we	PRON
fumecheng-11903	189	17	defined	define	VERB
fumecheng-11903	189	18	a	a	DET
fumecheng-11903	189	19	set	set	NOUN
fumecheng-11903	189	20	of	of	ADP
fumecheng-11903	189	21	parameters	parameter	NOUN
fumecheng-11903	189	22	and	and	CCONJ
fumecheng-11903	189	23	comparison	comparison	NOUN
fumecheng-11903	189	24	criteria	criterion	NOUN
fumecheng-11903	189	25	,	,	PUNCT
fumecheng-11903	189	26	as	as	SCONJ
fumecheng-11903	189	27	shown	show	VERB
fumecheng-11903	189	28	in	in	ADP
fumecheng-11903	189	29	the	the	DET
fumecheng-11903	189	30	table	table	NOUN
fumecheng-11903	189	31	3	3	NUM
fumecheng-11903	189	32	:	:	PUNCT
fumecheng-11903	189	33	table	table	NOUN
fumecheng-11903	189	34	3	3	NUM
fumecheng-11903	189	35	parameters	parameter	NOUN
fumecheng-11903	189	36	of	of	ADP
fumecheng-11903	189	37	discrete	discrete	ADJ
fumecheng-11903	189	38	rso	rso	PROPN
fumecheng-11903	189	39	parameter	parameter	PROPN
fumecheng-11903	189	40	value	value	VERB
fumecheng-11903	189	41	the	the	DET
fumecheng-11903	189	42	population	population	NOUN
fumecheng-11903	189	43	of	of	ADP
fumecheng-11903	189	44	rat	rat	NOUN
fumecheng-11903	189	45	size	size	NOUN
fumecheng-11903	189	46	:	:	PUNCT
fumecheng-11903	189	47	n	n	PROPN
fumecheng-11903	189	48	60	60	NUM
fumecheng-11903	189	49	δ	δ	NOUN
fumecheng-11903	189	50	a	a	DET
fumecheng-11903	189	51	random	random	ADJ
fumecheng-11903	189	52	value	value	NOUN
fumecheng-11903	189	53	between	between	ADP
fumecheng-11903	189	54	[	[	X
fumecheng-11903	189	55	1	1	NUM
fumecheng-11903	189	56	,	,	PUNCT
fumecheng-11903	189	57	5	5	NUM
fumecheng-11903	189	58	]	]	PUNCT
fumecheng-11903	189	59	β	β	X
fumecheng-11903	189	60	a	a	DET
fumecheng-11903	189	61	random	random	ADJ
fumecheng-11903	189	62	value	value	NOUN
fumecheng-11903	189	63	between	between	ADP
fumecheng-11903	189	64	[	[	X
fumecheng-11903	189	65	0	0	NUM
fumecheng-11903	189	66	,	,	PUNCT
fumecheng-11903	189	67	1	1	NUM
fumecheng-11903	189	68	]	]	PUNCT
fumecheng-11903	189	69	nb	nb	NOUN
fumecheng-11903	189	70	iteration	iteration	PROPN
fumecheng-11903	189	71	300	300	NUM
fumecheng-11903	189	72	a	a	DET
fumecheng-11903	189	73	novel	novel	ADJ
fumecheng-11903	189	74	discrete	discrete	ADJ
fumecheng-11903	189	75	rat	rat	NOUN
fumecheng-11903	189	76	swarm	swarm	NOUN
fumecheng-11903	189	77	optimization	optimization	NOUN
fumecheng-11903	189	78	algorithm	algorithm	NOUN
fumecheng-11903	189	79	for	for	ADP
fumecheng-11903	189	80	the	the	DET
fumecheng-11903	189	81	quadratic	quadratic	ADJ
fumecheng-11903	189	82	assignment	assignment	NOUN
fumecheng-11903	189	83	problem	problem	NOUN
fumecheng-11903	189	84	541	541	NUM
fumecheng-11903	189	85	tables	table	NOUN
fumecheng-11903	189	86	4	4	NUM
fumecheng-11903	189	87	-	-	SYM
fumecheng-11903	189	88	7	7	NUM
fumecheng-11903	189	89	present	present	VERB
fumecheng-11903	189	90	the	the	DET
fumecheng-11903	189	91	results	result	NOUN
fumecheng-11903	189	92	of	of	ADP
fumecheng-11903	189	93	the	the	DET
fumecheng-11903	189	94	discrete	discrete	ADJ
fumecheng-11903	189	95	rat	rat	NOUN
fumecheng-11903	189	96	swarm	swarm	NOUN
fumecheng-11903	189	97	optimization	optimization	NOUN
fumecheng-11903	189	98	(	(	PUNCT
fumecheng-11903	189	99	drso	drso	PROPN
fumecheng-11903	189	100	)	)	PUNCT
fumecheng-11903	189	101	algorithm	algorithm	NOUN
fumecheng-11903	189	102	applied	apply	VERB
fumecheng-11903	189	103	to	to	ADP
fumecheng-11903	189	104	49	49	NUM
fumecheng-11903	189	105	selected	select	VERB
fumecheng-11903	189	106	benchmark	benchmark	NOUN
fumecheng-11903	189	107	instances	instance	NOUN
fumecheng-11903	189	108	from	from	ADP
fumecheng-11903	189	109	the	the	DET
fumecheng-11903	189	110	qaplib	qaplib	PROPN
fumecheng-11903	189	111	dataset	dataset	PROPN
fumecheng-11903	189	112	,	,	PUNCT
fumecheng-11903	189	113	including	include	VERB
fumecheng-11903	189	114	some	some	PRON
fumecheng-11903	189	115	of	of	ADP
fumecheng-11903	189	116	the	the	DET
fumecheng-11903	189	117	most	most	ADV
fumecheng-11903	189	118	difficult	difficult	ADJ
fumecheng-11903	189	119	instances	instance	NOUN
fumecheng-11903	189	120	to	to	PART
fumecheng-11903	189	121	solve	solve	VERB
fumecheng-11903	189	122	such	such	ADJ
fumecheng-11903	189	123	as	as	ADP
fumecheng-11903	189	124	tai20a	tai20a	NOUN
fumecheng-11903	189	125	,	,	PUNCT
fumecheng-11903	189	126	tai30a	tai30a	NOUN
fumecheng-11903	189	127	,	,	PUNCT
fumecheng-11903	189	128	tai40a	tai40a	NOUN
fumecheng-11903	189	129	,	,	PUNCT
fumecheng-11903	189	130	tai80a	tai80a	X
fumecheng-11903	189	131	,	,	PUNCT
fumecheng-11903	189	132	and	and	CCONJ
fumecheng-11903	189	133	tai100a	tai100a	NOUN
fumecheng-11903	189	134	.	.	PUNCT
fumecheng-11903	190	1	the	the	DET
fumecheng-11903	190	2	drso	drso	PROPN
fumecheng-11903	190	3	algorithm	algorithm	NOUN
fumecheng-11903	190	4	was	be	AUX
fumecheng-11903	190	5	run	run	VERB
fumecheng-11903	190	6	20	20	NUM
fumecheng-11903	190	7	times	time	NOUN
fumecheng-11903	190	8	independently	independently	ADV
fumecheng-11903	190	9	for	for	ADP
fumecheng-11903	190	10	each	each	DET
fumecheng-11903	190	11	dataset	dataset	NOUN
fumecheng-11903	190	12	to	to	PART
fumecheng-11903	190	13	obtain	obtain	VERB
fumecheng-11903	190	14	the	the	DET
fumecheng-11903	190	15	experimental	experimental	ADJ
fumecheng-11903	190	16	results	result	NOUN
fumecheng-11903	190	17	.	.	PUNCT
fumecheng-11903	191	1	the	the	DET
fumecheng-11903	191	2	"	"	PUNCT
fumecheng-11903	191	3	best	good	ADJ
fumecheng-11903	191	4	"	"	PUNCT
fumecheng-11903	191	5	,	,	PUNCT
fumecheng-11903	191	6	"	"	PUNCT
fumecheng-11903	191	7	worst	bad	ADJ
fumecheng-11903	191	8	"	"	PUNCT
fumecheng-11903	191	9	,	,	PUNCT
fumecheng-11903	191	10	"	"	PUNCT
fumecheng-11903	191	11	average	average	ADJ
fumecheng-11903	191	12	"	"	PUNCT
fumecheng-11903	191	13	,	,	PUNCT
fumecheng-11903	191	14	and	and	CCONJ
fumecheng-11903	191	15	"	"	PUNCT
fumecheng-11903	191	16	dev	dev	X
fumecheng-11903	191	17	(	(	PUNCT
fumecheng-11903	191	18	%	%	NOUN
fumecheng-11903	191	19	)	)	PUNCT
fumecheng-11903	191	20	"	"	PUNCT
fumecheng-11903	191	21	values	value	NOUN
fumecheng-11903	191	22	represent	represent	VERB
fumecheng-11903	191	23	the	the	DET
fumecheng-11903	191	24	best	good	ADJ
fumecheng-11903	191	25	,	,	PUNCT
fumecheng-11903	191	26	worst	bad	ADJ
fumecheng-11903	191	27	,	,	PUNCT
fumecheng-11903	191	28	average	average	ADJ
fumecheng-11903	191	29	,	,	PUNCT
fumecheng-11903	191	30	and	and	CCONJ
fumecheng-11903	191	31	deviation	deviation	NOUN
fumecheng-11903	191	32	of	of	ADP
fumecheng-11903	191	33	the	the	DET
fumecheng-11903	191	34	solution	solution	NOUN
fumecheng-11903	191	35	after	after	ADP
fumecheng-11903	191	36	running	run	VERB
fumecheng-11903	191	37	the	the	DET
fumecheng-11903	191	38	algorithm	algorithm	NOUN
fumecheng-11903	191	39	30	30	NUM
fumecheng-11903	191	40	times	time	NOUN
fumecheng-11903	191	41	,	,	PUNCT
fumecheng-11903	191	42	respectively	respectively	ADV
fumecheng-11903	191	43	.	.	PUNCT
fumecheng-11903	192	1	the	the	DET
fumecheng-11903	192	2	deviation	deviation	NOUN
fumecheng-11903	192	3	of	of	ADP
fumecheng-11903	192	4	the	the	DET
fumecheng-11903	192	5	solution	solution	NOUN
fumecheng-11903	192	6	,	,	PUNCT
fumecheng-11903	192	7	represented	represent	VERB
fumecheng-11903	192	8	by	by	ADP
fumecheng-11903	192	9	dev	dev	PROPN
fumecheng-11903	192	10	(	(	PUNCT
fumecheng-11903	192	11	%	%	INTJ
fumecheng-11903	192	12	)	)	PUNCT
fumecheng-11903	192	13	,	,	PUNCT
fumecheng-11903	192	14	is	be	AUX
fumecheng-11903	192	15	calculated	calculate	VERB
fumecheng-11903	192	16	using	use	VERB
fumecheng-11903	192	17	the	the	DET
fumecheng-11903	192	18	following	follow	VERB
fumecheng-11903	192	19	formula	formula	NOUN
fumecheng-11903	192	20	:	:	PUNCT
fumecheng-11903	192	21	dev	dev	NOUN
fumecheng-11903	192	22	(	(	PUNCT
fumecheng-11903	192	23	%	%	INTJ
fumecheng-11903	192	24	)	)	PUNCT
fumecheng-11903	192	25	=	=	SYM
fumecheng-11903	192	26	average	average	ADJ
fumecheng-11903	192	27	-	-	PUNCT
fumecheng-11903	192	28	opt	opt	NOUN
fumecheng-11903	192	29	opt	opt	PROPN
fumecheng-11903	192	30	×100	×100	PROPN
fumecheng-11903	192	31	(	(	PUNCT
fumecheng-11903	192	32	5	5	NUM
fumecheng-11903	192	33	)	)	PUNCT
fumecheng-11903	192	34	the	the	DET
fumecheng-11903	192	35	convergence	convergence	NOUN
fumecheng-11903	192	36	speed	speed	NOUN
fumecheng-11903	192	37	of	of	ADP
fumecheng-11903	192	38	an	an	DET
fumecheng-11903	192	39	optimization	optimization	NOUN
fumecheng-11903	192	40	algorithm	algorithm	NOUN
fumecheng-11903	192	41	is	be	AUX
fumecheng-11903	192	42	a	a	DET
fumecheng-11903	192	43	measure	measure	NOUN
fumecheng-11903	192	44	of	of	ADP
fumecheng-11903	192	45	how	how	SCONJ
fumecheng-11903	192	46	quickly	quickly	ADV
fumecheng-11903	192	47	the	the	DET
fumecheng-11903	192	48	algorithm	algorithm	NOUN
fumecheng-11903	192	49	converges	converge	VERB
fumecheng-11903	192	50	to	to	ADP
fumecheng-11903	192	51	a	a	DET
fumecheng-11903	192	52	solution	solution	NOUN
fumecheng-11903	192	53	.	.	PUNCT
fumecheng-11903	193	1	a	a	DET
fumecheng-11903	193	2	higher	high	ADJ
fumecheng-11903	193	3	convergence	convergence	NOUN
fumecheng-11903	193	4	speed	speed	NOUN
fumecheng-11903	193	5	means	mean	VERB
fumecheng-11903	193	6	that	that	SCONJ
fumecheng-11903	193	7	the	the	DET
fumecheng-11903	193	8	algorithm	algorithm	NOUN
fumecheng-11903	193	9	reaches	reach	VERB
fumecheng-11903	193	10	a	a	DET
fumecheng-11903	193	11	solution	solution	NOUN
fumecheng-11903	193	12	in	in	ADP
fumecheng-11903	193	13	a	a	DET
fumecheng-11903	193	14	shorter	short	ADJ
fumecheng-11903	193	15	amount	amount	NOUN
fumecheng-11903	193	16	of	of	ADP
fumecheng-11903	193	17	time	time	NOUN
fumecheng-11903	193	18	.	.	PUNCT
fumecheng-11903	194	1	population	population	NOUN
fumecheng-11903	194	2	diversity	diversity	NOUN
fumecheng-11903	194	3	,	,	PUNCT
fumecheng-11903	194	4	on	on	ADP
fumecheng-11903	194	5	the	the	DET
fumecheng-11903	194	6	other	other	ADJ
fumecheng-11903	194	7	hand	hand	NOUN
fumecheng-11903	194	8	,	,	PUNCT
fumecheng-11903	194	9	refers	refer	VERB
fumecheng-11903	194	10	to	to	ADP
fumecheng-11903	194	11	the	the	DET
fumecheng-11903	194	12	variation	variation	NOUN
fumecheng-11903	194	13	within	within	ADP
fumecheng-11903	194	14	a	a	DET
fumecheng-11903	194	15	population	population	NOUN
fumecheng-11903	194	16	of	of	ADP
fumecheng-11903	194	17	solutions	solution	NOUN
fumecheng-11903	194	18	.	.	PUNCT
fumecheng-11903	195	1	a	a	DET
fumecheng-11903	195	2	more	more	ADV
fumecheng-11903	195	3	diverse	diverse	ADJ
fumecheng-11903	195	4	population	population	NOUN
fumecheng-11903	195	5	is	be	AUX
fumecheng-11903	195	6	characterized	characterize	VERB
fumecheng-11903	195	7	by	by	ADP
fumecheng-11903	195	8	a	a	DET
fumecheng-11903	195	9	greater	great	ADJ
fumecheng-11903	195	10	average	average	ADJ
fumecheng-11903	195	11	distance	distance	NOUN
fumecheng-11903	195	12	between	between	ADP
fumecheng-11903	195	13	individuals	individual	NOUN
fumecheng-11903	195	14	,	,	PUNCT
fumecheng-11903	195	15	indicating	indicate	VERB
fumecheng-11903	195	16	a	a	DET
fumecheng-11903	195	17	wider	wide	ADJ
fumecheng-11903	195	18	range	range	NOUN
fumecheng-11903	195	19	of	of	ADP
fumecheng-11903	195	20	possible	possible	ADJ
fumecheng-11903	195	21	solutions	solution	NOUN
fumecheng-11903	195	22	.	.	PUNCT
fumecheng-11903	196	1	to	to	PART
fumecheng-11903	196	2	test	test	VERB
fumecheng-11903	196	3	the	the	DET
fumecheng-11903	196	4	performance	performance	NOUN
fumecheng-11903	196	5	of	of	ADP
fumecheng-11903	196	6	our	our	PRON
fumecheng-11903	196	7	optimizer	optimizer	NOUN
fumecheng-11903	196	8	,	,	PUNCT
fumecheng-11903	196	9	we	we	PRON
fumecheng-11903	196	10	will	will	AUX
fumecheng-11903	196	11	choose	choose	VERB
fumecheng-11903	196	12	some	some	PRON
fumecheng-11903	196	13	of	of	ADP
fumecheng-11903	196	14	the	the	DET
fumecheng-11903	196	15	most	most	ADV
fumecheng-11903	196	16	well	well	ADV
fumecheng-11903	196	17	-	-	PUNCT
fumecheng-11903	196	18	known	know	VERB
fumecheng-11903	196	19	metaheuristics	metaheuristic	NOUN
fumecheng-11903	196	20	in	in	ADP
fumecheng-11903	196	21	solving	solve	VERB
fumecheng-11903	196	22	quadratic	quadratic	ADJ
fumecheng-11903	196	23	assignment	assignment	NOUN
fumecheng-11903	196	24	problem	problem	NOUN
fumecheng-11903	196	25	to	to	PART
fumecheng-11903	196	26	make	make	VERB
fumecheng-11903	196	27	a	a	DET
fumecheng-11903	196	28	comprehensive	comprehensive	ADJ
fumecheng-11903	196	29	comparison	comparison	NOUN
fumecheng-11903	196	30	.	.	PUNCT
fumecheng-11903	197	1	we	we	PRON
fumecheng-11903	197	2	provide	provide	VERB
fumecheng-11903	197	3	tests	test	NOUN
fumecheng-11903	197	4	on	on	ADP
fumecheng-11903	197	5	more	more	ADJ
fumecheng-11903	197	6	than	than	ADP
fumecheng-11903	197	7	48	48	NUM
fumecheng-11903	197	8	instances	instance	NOUN
fumecheng-11903	197	9	,	,	PUNCT
fumecheng-11903	197	10	but	but	CCONJ
fumecheng-11903	197	11	to	to	PART
fumecheng-11903	197	12	make	make	VERB
fumecheng-11903	197	13	the	the	DET
fumecheng-11903	197	14	comparison	comparison	NOUN
fumecheng-11903	197	15	more	more	ADV
fumecheng-11903	197	16	meaningful	meaningful	ADJ
fumecheng-11903	197	17	and	and	CCONJ
fumecheng-11903	197	18	important	important	ADJ
fumecheng-11903	197	19	,	,	PUNCT
fumecheng-11903	197	20	we	we	PRON
fumecheng-11903	197	21	will	will	AUX
fumecheng-11903	197	22	compare	compare	VERB
fumecheng-11903	197	23	only	only	ADV
fumecheng-11903	197	24	the	the	DET
fumecheng-11903	197	25	most	most	ADV
fumecheng-11903	197	26	difficult	difficult	ADJ
fumecheng-11903	197	27	instances	instance	NOUN
fumecheng-11903	197	28	,	,	PUNCT
fumecheng-11903	197	29	as	as	ADV
fumecheng-11903	197	30	well	well	ADV
fumecheng-11903	197	31	as	as	ADP
fumecheng-11903	197	32	the	the	DET
fumecheng-11903	197	33	instances	instance	NOUN
fumecheng-11903	197	34	proposed	propose	VERB
fumecheng-11903	197	35	in	in	ADP
fumecheng-11903	197	36	the	the	DET
fumecheng-11903	197	37	articles	article	NOUN
fumecheng-11903	197	38	of	of	ADP
fumecheng-11903	197	39	the	the	DET
fumecheng-11903	197	40	methods	method	NOUN
fumecheng-11903	197	41	,	,	PUNCT
fumecheng-11903	197	42	we	we	PRON
fumecheng-11903	197	43	are	be	AUX
fumecheng-11903	197	44	going	go	VERB
fumecheng-11903	197	45	to	to	PART
fumecheng-11903	197	46	compare	compare	VERB
fumecheng-11903	197	47	with	with	ADP
fumecheng-11903	197	48	them	they	PRON
fumecheng-11903	197	49	,	,	PUNCT
fumecheng-11903	197	50	i.e.	i.e.	X
fumecheng-11903	197	51	,	,	PUNCT
fumecheng-11903	197	52	the	the	DET
fumecheng-11903	197	53	instances	instance	NOUN
fumecheng-11903	197	54	of	of	ADP
fumecheng-11903	197	55	the	the	DET
fumecheng-11903	197	56	"	"	PUNCT
fumecheng-11903	197	57	tai	tai	NOUN
fumecheng-11903	197	58	....	....	PUNCT
fumecheng-11903	197	59	"	"	PUNCT
fumecheng-11903	197	60	and	and	CCONJ
fumecheng-11903	197	61	"	"	PUNCT
fumecheng-11903	197	62	sko	sko	X
fumecheng-11903	197	63	...	...	PUNCT
fumecheng-11903	197	64	"	"	PUNCT
fumecheng-11903	197	65	families	family	NOUN
fumecheng-11903	197	66	.	.	PUNCT
fumecheng-11903	198	1	the	the	DET
fumecheng-11903	198	2	comparison	comparison	NOUN
fumecheng-11903	198	3	is	be	AUX
fumecheng-11903	198	4	made	make	VERB
fumecheng-11903	198	5	with	with	ADP
fumecheng-11903	198	6	recently	recently	ADV
fumecheng-11903	198	7	developed	develop	VERB
fumecheng-11903	198	8	bio	bio	ADJ
fumecheng-11903	198	9	-	-	ADJ
fumecheng-11903	198	10	inspiring	inspiring	ADJ
fumecheng-11903	198	11	metaheuristics	metaheuristic	NOUN
fumecheng-11903	198	12	more	more	ADV
fumecheng-11903	198	13	known	know	VERB
fumecheng-11903	198	14	in	in	ADP
fumecheng-11903	198	15	the	the	DET
fumecheng-11903	198	16	solution	solution	NOUN
fumecheng-11903	198	17	of	of	ADP
fumecheng-11903	198	18	combinatorial	combinatorial	ADJ
fumecheng-11903	198	19	optimization	optimization	NOUN
fumecheng-11903	198	20	problems	problem	NOUN
fumecheng-11903	198	21	.	.	PUNCT
fumecheng-11903	199	1	dsso	dsso	PROPN
fumecheng-11903	199	2	:	:	PUNCT
fumecheng-11903	199	3	the	the	DET
fumecheng-11903	199	4	sso	sso	NOUN
fumecheng-11903	199	5	(	(	PUNCT
fumecheng-11903	199	6	swallow	swallow	NOUN
fumecheng-11903	199	7	swarm	swarm	NOUN
fumecheng-11903	199	8	optimization	optimization	NOUN
fumecheng-11903	199	9	)	)	PUNCT
fumecheng-11903	200	1	[	[	X
fumecheng-11903	200	2	38	38	NUM
fumecheng-11903	200	3	]	]	PUNCT
fumecheng-11903	200	4	method	method	NOUN
fumecheng-11903	200	5	is	be	AUX
fumecheng-11903	200	6	a	a	DET
fumecheng-11903	200	7	swarm	swarm	NOUN
fumecheng-11903	200	8	intelligence	intelligence	NOUN
fumecheng-11903	200	9	approach	approach	NOUN
fumecheng-11903	200	10	that	that	PRON
fumecheng-11903	200	11	is	be	AUX
fumecheng-11903	200	12	based	base	VERB
fumecheng-11903	200	13	on	on	ADP
fumecheng-11903	200	14	the	the	DET
fumecheng-11903	200	15	behavior	behavior	NOUN
fumecheng-11903	200	16	of	of	ADP
fumecheng-11903	200	17	swallow	swallow	NOUN
fumecheng-11903	200	18	swarms	swarm	NOUN
fumecheng-11903	200	19	.	.	PUNCT
fumecheng-11903	201	1	phcso	phcso	NOUN
fumecheng-11903	201	2	:	:	PUNCT
fumecheng-11903	201	3	the	the	DET
fumecheng-11903	201	4	parallel	parallel	ADJ
fumecheng-11903	201	5	hybrid	hybrid	ADJ
fumecheng-11903	201	6	chicken	chicken	NOUN
fumecheng-11903	201	7	swarm	swarm	NOUN
fumecheng-11903	201	8	optimization	optimization	NOUN
fumecheng-11903	201	9	(	(	PUNCT
fumecheng-11903	201	10	phcso	phcso	PROPN
fumecheng-11903	201	11	)	)	PUNCT
fumecheng-11903	202	1	[	[	X
fumecheng-11903	202	2	44	44	NUM
fumecheng-11903	202	3	]	]	SYM
fumecheng-11903	202	4	method	method	NOUN
fumecheng-11903	202	5	is	be	AUX
fumecheng-11903	202	6	a	a	DET
fumecheng-11903	202	7	nature	nature	NOUN
fumecheng-11903	202	8	-	-	PUNCT
fumecheng-11903	202	9	inspired	inspire	VERB
fumecheng-11903	202	10	optimization	optimization	NOUN
fumecheng-11903	202	11	approach	approach	NOUN
fumecheng-11903	202	12	that	that	PRON
fumecheng-11903	202	13	combines	combine	VERB
fumecheng-11903	202	14	the	the	DET
fumecheng-11903	202	15	behavior	behavior	NOUN
fumecheng-11903	202	16	of	of	ADP
fumecheng-11903	202	17	chicken	chicken	NOUN
fumecheng-11903	202	18	swarms	swarm	NOUN
fumecheng-11903	202	19	with	with	ADP
fumecheng-11903	202	20	parallel	parallel	ADJ
fumecheng-11903	202	21	computing	computing	NOUN
fumecheng-11903	202	22	techniques	technique	NOUN
fumecheng-11903	202	23	.	.	PUNCT
fumecheng-11903	203	1	gbsa	gbsa	NOUN
fumecheng-11903	203	2	:	:	PUNCT
fumecheng-11903	203	3	the	the	DET
fumecheng-11903	203	4	gbsa	gbsa	NOUN
fumecheng-11903	203	5	(	(	PUNCT
fumecheng-11903	203	6	generalized	generalize	VERB
fumecheng-11903	203	7	binomial	binomial	ADJ
fumecheng-11903	203	8	search	search	NOUN
fumecheng-11903	203	9	algorithm	algorithm	NOUN
fumecheng-11903	203	10	)	)	PUNCT
fumecheng-11903	204	1	[	[	X
fumecheng-11903	204	2	45	45	NUM
fumecheng-11903	204	3	]	]	PUNCT
fumecheng-11903	204	4	is	be	AUX
fumecheng-11903	204	5	an	an	DET
fumecheng-11903	204	6	optimization	optimization	NOUN
fumecheng-11903	204	7	algorithm	algorithm	NOUN
fumecheng-11903	204	8	that	that	PRON
fumecheng-11903	204	9	is	be	AUX
fumecheng-11903	204	10	based	base	VERB
fumecheng-11903	204	11	on	on	ADP
fumecheng-11903	204	12	the	the	DET
fumecheng-11903	204	13	principle	principle	NOUN
fumecheng-11903	204	14	of	of	ADP
fumecheng-11903	204	15	binary	binary	ADJ
fumecheng-11903	204	16	search	search	NOUN
fumecheng-11903	204	17	.	.	PUNCT
fumecheng-11903	205	1	dba	dba	NOUN
fumecheng-11903	205	2	:	:	PUNCT
fumecheng-11903	205	3	the	the	DET
fumecheng-11903	205	4	discrete	discrete	ADJ
fumecheng-11903	205	5	bat	bat	NOUN
fumecheng-11903	205	6	algorithm	algorithm	NOUN
fumecheng-11903	205	7	(	(	PUNCT
fumecheng-11903	205	8	dba	dba	NOUN
fumecheng-11903	205	9	)	)	PUNCT
fumecheng-11903	206	1	[	[	X
fumecheng-11903	206	2	10	10	NUM
fumecheng-11903	206	3	]	]	PUNCT
fumecheng-11903	206	4	is	be	AUX
fumecheng-11903	206	5	a	a	DET
fumecheng-11903	206	6	nature	nature	NOUN
fumecheng-11903	206	7	-	-	PUNCT
fumecheng-11903	206	8	inspired	inspire	VERB
fumecheng-11903	206	9	optimization	optimization	NOUN
fumecheng-11903	206	10	method	method	NOUN
fumecheng-11903	206	11	that	that	PRON
fumecheng-11903	206	12	is	be	AUX
fumecheng-11903	206	13	based	base	VERB
fumecheng-11903	206	14	on	on	ADP
fumecheng-11903	206	15	the	the	DET
fumecheng-11903	206	16	behavior	behavior	NOUN
fumecheng-11903	206	17	of	of	ADP
fumecheng-11903	206	18	bats	bat	NOUN
fumecheng-11903	206	19	.	.	PUNCT
fumecheng-11903	207	1	to	to	PART
fumecheng-11903	207	2	enrich	enrich	VERB
fumecheng-11903	207	3	the	the	DET
fumecheng-11903	207	4	comparison	comparison	NOUN
fumecheng-11903	207	5	and	and	CCONJ
fumecheng-11903	207	6	make	make	VERB
fumecheng-11903	207	7	it	it	PRON
fumecheng-11903	207	8	real	real	ADJ
fumecheng-11903	207	9	and	and	CCONJ
fumecheng-11903	207	10	meaningful	meaningful	ADJ
fumecheng-11903	207	11	,	,	PUNCT
fumecheng-11903	207	12	it	it	PRON
fumecheng-11903	207	13	is	be	AUX
fumecheng-11903	207	14	necessary	necessary	ADJ
fumecheng-11903	207	15	to	to	PART
fumecheng-11903	207	16	use	use	VERB
fumecheng-11903	207	17	parametric	parametric	ADJ
fumecheng-11903	207	18	or	or	CCONJ
fumecheng-11903	207	19	non	non	ADJ
fumecheng-11903	207	20	-	-	ADJ
fumecheng-11903	207	21	parametric	parametric	ADJ
fumecheng-11903	207	22	statistical	statistical	ADJ
fumecheng-11903	207	23	tests	test	NOUN
fumecheng-11903	207	24	.	.	PUNCT
fumecheng-11903	208	1	in	in	ADP
fumecheng-11903	208	2	this	this	DET
fumecheng-11903	208	3	study	study	NOUN
fumecheng-11903	208	4	,	,	PUNCT
fumecheng-11903	208	5	we	we	PRON
fumecheng-11903	208	6	will	will	AUX
fumecheng-11903	208	7	choose	choose	VERB
fumecheng-11903	208	8	the	the	DET
fumecheng-11903	208	9	parametric	parametric	ADJ
fumecheng-11903	208	10	test	test	NOUN
fumecheng-11903	208	11	most	most	ADV
fumecheng-11903	208	12	commonly	commonly	ADV
fumecheng-11903	208	13	used	use	VERB
fumecheng-11903	208	14	in	in	ADP
fumecheng-11903	208	15	this	this	DET
fumecheng-11903	208	16	type	type	NOUN
fumecheng-11903	208	17	of	of	ADP
fumecheng-11903	208	18	study	study	NOUN
fumecheng-11903	208	19	,	,	PUNCT
fumecheng-11903	208	20	namely	namely	ADV
fumecheng-11903	208	21	the	the	DET
fumecheng-11903	208	22	wilcoxon	wilcoxon	NOUN
fumecheng-11903	208	23	signed	sign	VERB
fumecheng-11903	208	24	ranks	rank	NOUN
fumecheng-11903	208	25	test	test	NOUN
fumecheng-11903	208	26	.	.	PUNCT
fumecheng-11903	209	1	the	the	DET
fumecheng-11903	209	2	wilcoxon	wilcoxon	PROPN
fumecheng-11903	209	3	signed	sign	VERB
fumecheng-11903	209	4	ranks	rank	NOUN
fumecheng-11903	209	5	test	test	VERB
fumecheng-11903	209	6	a	a	DET
fumecheng-11903	209	7	non	non	ADJ
fumecheng-11903	209	8	-	-	ADJ
fumecheng-11903	209	9	parametric	parametric	ADJ
fumecheng-11903	209	10	statistical	statistical	ADJ
fumecheng-11903	209	11	technique	technique	NOUN
fumecheng-11903	209	12	used	use	VERB
fumecheng-11903	209	13	to	to	PART
fumecheng-11903	209	14	compare	compare	VERB
fumecheng-11903	209	15	two	two	NUM
fumecheng-11903	209	16	related	related	ADJ
fumecheng-11903	209	17	samples	sample	NOUN
fumecheng-11903	209	18	.	.	PUNCT
fumecheng-11903	210	1	the	the	DET
fumecheng-11903	210	2	wilcoxon	wilcoxon	PROPN
fumecheng-11903	210	3	signed	sign	VERB
fumecheng-11903	210	4	rank	rank	NOUN
fumecheng-11903	210	5	test	test	NOUN
fumecheng-11903	210	6	is	be	AUX
fumecheng-11903	210	7	often	often	ADV
fumecheng-11903	210	8	used	use	VERB
fumecheng-11903	210	9	when	when	SCONJ
fumecheng-11903	210	10	data	datum	NOUN
fumecheng-11903	210	11	are	be	AUX
fumecheng-11903	210	12	not	not	PART
fumecheng-11903	210	13	normally	normally	ADV
fumecheng-11903	210	14	distributed	distribute	VERB
fumecheng-11903	210	15	and	and	CCONJ
fumecheng-11903	210	16	can	can	AUX
fumecheng-11903	210	17	be	be	AUX
fumecheng-11903	210	18	applied	apply	VERB
fumecheng-11903	210	19	in	in	ADP
fumecheng-11903	210	20	situations	situation	NOUN
fumecheng-11903	210	21	where	where	SCONJ
fumecheng-11903	210	22	parametric	parametric	ADJ
fumecheng-11903	210	23	tests	test	NOUN
fumecheng-11903	210	24	such	such	ADJ
fumecheng-11903	210	25	as	as	ADP
fumecheng-11903	210	26	t	t	NOUN
fumecheng-11903	210	27	-	-	PUNCT
fumecheng-11903	210	28	tests	test	NOUN
fumecheng-11903	210	29	can	can	AUX
fumecheng-11903	210	30	not	not	PART
fumecheng-11903	210	31	be	be	AUX
fumecheng-11903	210	32	used	use	VERB
fumecheng-11903	210	33	.	.	PUNCT
fumecheng-11903	211	1	this	this	DET
fumecheng-11903	211	2	article	article	NOUN
fumecheng-11903	211	3	discusses	discuss	VERB
fumecheng-11903	211	4	the	the	DET
fumecheng-11903	211	5	assumptions	assumption	NOUN
fumecheng-11903	211	6	underlying	underlie	VERB
fumecheng-11903	211	7	this	this	DET
fumecheng-11903	211	8	method	method	NOUN
fumecheng-11903	211	9	,	,	PUNCT
fumecheng-11903	211	10	how	how	SCONJ
fumecheng-11903	211	11	it	it	PRON
fumecheng-11903	211	12	works	work	VERB
fumecheng-11903	211	13	,	,	PUNCT
fumecheng-11903	211	14	its	its	PRON
fumecheng-11903	211	15	advantages	advantage	NOUN
fumecheng-11903	211	16	and	and	CCONJ
fumecheng-11903	211	17	disadvantages	disadvantage	NOUN
fumecheng-11903	211	18	compared	compare	VERB
fumecheng-11903	211	19	to	to	ADP
fumecheng-11903	211	20	other	other	ADJ
fumecheng-11903	211	21	methods	method	NOUN
fumecheng-11903	211	22	,	,	PUNCT
fumecheng-11903	211	23	and	and	CCONJ
fumecheng-11903	211	24	some	some	DET
fumecheng-11903	211	25	examples	example	NOUN
fumecheng-11903	211	26	of	of	ADP
fumecheng-11903	211	27	its	its	PRON
fumecheng-11903	211	28	application	application	NOUN
fumecheng-11903	211	29	.	.	PUNCT
fumecheng-11903	212	1	in	in	ADP
fumecheng-11903	212	2	tables	table	NOUN
fumecheng-11903	212	3	4	4	NUM
fumecheng-11903	212	4	-	-	SYM
fumecheng-11903	212	5	7	7	NUM
fumecheng-11903	212	6	,	,	PUNCT
fumecheng-11903	212	7	the	the	DET
fumecheng-11903	212	8	sig	sig	NOUN
fumecheng-11903	212	9	column	column	NOUN
fumecheng-11903	212	10	is	be	AUX
fumecheng-11903	212	11	added	add	VERB
fumecheng-11903	212	12	to	to	PART
fumecheng-11903	212	13	indicate	indicate	VERB
fumecheng-11903	212	14	the	the	DET
fumecheng-11903	212	15	sign	sign	NOUN
fumecheng-11903	212	16	of	of	ADP
fumecheng-11903	212	17	the	the	DET
fumecheng-11903	212	18	average	average	ADJ
fumecheng-11903	212	19	time	time	NOUN
fumecheng-11903	212	20	difference	difference	NOUN
fumecheng-11903	212	21	of	of	ADP
fumecheng-11903	212	22	the	the	DET
fumecheng-11903	212	23	drso	drso	NOUN
fumecheng-11903	212	24	with	with	ADP
fumecheng-11903	212	25	each	each	DET
fumecheng-11903	212	26	other	other	ADJ
fumecheng-11903	212	27	metaheuristic	metaheuristic	ADJ
fumecheng-11903	212	28	.	.	PUNCT
fumecheng-11903	213	1	542	542	NUM
fumecheng-11903	213	2	t.	t.	PROPN
fumecheng-11903	213	3	mzili	mzili	NOUN
fumecheng-11903	213	4	,	,	PUNCT
fumecheng-11903	213	5	i.	i.	PROPN
fumecheng-11903	213	6	mzili	mzili	PROPN
fumecheng-11903	213	7	,	,	PUNCT
fumecheng-11903	213	8	m.e	m.e	PROPN
fumecheng-11903	213	9	.	.	PROPN
fumecheng-11903	213	10	riffi	riffi	PROPN
fumecheng-11903	213	11	,	,	PUNCT
fumecheng-11903	213	12	d.	d.	PROPN
fumecheng-11903	213	13	pamucar	pamucar	PROPN
fumecheng-11903	213	14	,	,	PUNCT
fumecheng-11903	213	15	v.	v.	PROPN
fumecheng-11903	213	16	simic	simic	PROPN
fumecheng-11903	213	17	,	,	PUNCT
fumecheng-11903	213	18	m.	m.	NOUN
fumecheng-11903	213	19	kurdi	kurdi	PROPN
fumecheng-11903	213	20	in	in	ADP
fumecheng-11903	213	21	figs	fig	NOUN
fumecheng-11903	213	22	.	.	PUNCT
fumecheng-11903	214	1	3	3	NUM
fumecheng-11903	214	2	-	-	SYM
fumecheng-11903	214	3	10	10	NUM
fumecheng-11903	214	4	we	we	PRON
fumecheng-11903	214	5	present	present	VERB
fumecheng-11903	214	6	a	a	DET
fumecheng-11903	214	7	comparison	comparison	NOUN
fumecheng-11903	214	8	on	on	ADP
fumecheng-11903	214	9	of	of	ADP
fumecheng-11903	214	10	deviation	deviation	NOUN
fumecheng-11903	214	11	and	and	CCONJ
fumecheng-11903	214	12	average	average	ADJ
fumecheng-11903	214	13	time	time	NOUN
fumecheng-11903	214	14	between	between	ADP
fumecheng-11903	214	15	drso	drso	NOUN
fumecheng-11903	214	16	and	and	CCONJ
fumecheng-11903	214	17	others	other	NOUN
fumecheng-11903	214	18	methods	method	NOUN
fumecheng-11903	214	19	.	.	PUNCT
fumecheng-11903	215	1	table	table	NOUN
fumecheng-11903	215	2	4	4	NUM
fumecheng-11903	215	3	comparison	comparison	NOUN
fumecheng-11903	215	4	between	between	ADP
fumecheng-11903	215	5	drso	drso	NOUN
fumecheng-11903	215	6	and	and	CCONJ
fumecheng-11903	215	7	phcso	phcso	PROPN
fumecheng-11903	215	8	phcso	phcso	PROPN
fumecheng-11903	215	9	drso	drso	PROPN
fumecheng-11903	215	10	instances	instance	VERB
fumecheng-11903	215	11	best	well	ADV
fumecheng-11903	215	12	-	-	PUNCT
fumecheng-11903	215	13	know	know	VERB
fumecheng-11903	215	14	best	good	ADJ
fumecheng-11903	215	15	dev	dev	NOUN
fumecheng-11903	215	16	time	time	NOUN
fumecheng-11903	215	17	best	good	ADJ
fumecheng-11903	215	18	dev	dev	NOUN
fumecheng-11903	215	19	time	time	NOUN
fumecheng-11903	215	20	sig	sig	NOUN
fumecheng-11903	215	21	sko42	sko42	NOUN
fumecheng-11903	215	22	15812	15812	NUM
fumecheng-11903	215	23	15812	15812	NUM
fumecheng-11903	215	24	0,355	0,355	NUM
fumecheng-11903	215	25	31,02	31,02	NUM
fumecheng-11903	215	26	15812	15812	NUM
fumecheng-11903	215	27	0.04	0.04	NUM
fumecheng-11903	215	28	3.40	3.40	NUM
fumecheng-11903	215	29	=	=	NOUN
fumecheng-11903	215	30	sko49	sko49	PROPN
fumecheng-11903	215	31	23386	23386	NUM
fumecheng-11903	215	32	24124	24124	NUM
fumecheng-11903	215	33	0.765	0.765	NUM
fumecheng-11903	215	34	78.96	78.96	NUM
fumecheng-11903	215	35	23386	23386	NUM
fumecheng-11903	215	36	0.01	0.01	NUM
fumecheng-11903	215	37	5.31	5.31	NUM
fumecheng-11903	215	38	+	+	CCONJ
fumecheng-11903	215	39	sko81	sko81	PROPN
fumecheng-11903	215	40	90998	90998	NUM
fumecheng-11903	215	41	91113	91113	NUM
fumecheng-11903	215	42	0.567	0.567	NUM
fumecheng-11903	216	1	215.91	215.91	NUM
fumecheng-11903	216	2	91034	91034	NUM
fumecheng-11903	216	3	0.01	0.01	NUM
fumecheng-11903	216	4	36.38	36.38	NUM
fumecheng-11903	216	5	+	+	CCONJ
fumecheng-11903	216	6	tai12a	tai12a	NOUN
fumecheng-11903	216	7	224416	224416	NUM
fumecheng-11903	216	8	224416	224416	NUM
fumecheng-11903	216	9	0	0	SYM
fumecheng-11903	216	10	0	0	NUM
fumecheng-11903	216	11	224416	224416	NUM
fumecheng-11903	216	12	0	0	NUM
fumecheng-11903	217	1	0.01	0.01	NUM
fumecheng-11903	217	2	=	=	SYM
fumecheng-11903	217	3	tai15a	tai15a	ADP
fumecheng-11903	217	4	388214	388214	NUM
fumecheng-11903	217	5	388214	388214	NUM
fumecheng-11903	217	6	0	0	NUM
fumecheng-11903	218	1	0.33	0.33	NUM
fumecheng-11903	218	2	388214	388214	NUM
fumecheng-11903	218	3	0	0	NUM
fumecheng-11903	218	4	0.02	0.02	NUM
fumecheng-11903	218	5	=	=	X
fumecheng-11903	218	6	tai17a	tai17a	PROPN
fumecheng-11903	218	7	491812	491812	NUM
fumecheng-11903	218	8	491812	491812	NUM
fumecheng-11903	218	9	0	0	NUM
fumecheng-11903	219	1	0.21	0.21	NUM
fumecheng-11903	219	2	491812	491812	NUM
fumecheng-11903	219	3	0	0	NUM
fumecheng-11903	219	4	0.05	0.05	NUM
fumecheng-11903	219	5	=	=	SYM
fumecheng-11903	219	6	tai20a	tai20a	NUM
fumecheng-11903	219	7	703482	703482	NUM
fumecheng-11903	219	8	703482	703482	NUM
fumecheng-11903	219	9	0	0	NUM
fumecheng-11903	220	1	0.12	0.12	NUM
fumecheng-11903	220	2	703482	703482	NUM
fumecheng-11903	220	3	0.12	0.12	NUM
fumecheng-11903	220	4	0.23	0.23	NUM
fumecheng-11903	220	5	=	=	SYM
fumecheng-11903	220	6	tai25a	tai25a	X
fumecheng-11903	220	7	1167256	1167256	NUM
fumecheng-11903	220	8	1167256	1167256	NUM
fumecheng-11903	220	9	0	0	NUM
fumecheng-11903	220	10	8.09	8.09	NUM
fumecheng-11903	220	11	1167256	1167256	NUM
fumecheng-11903	220	12	0.34	0.34	NUM
fumecheng-11903	220	13	0.16	0.16	NUM
fumecheng-11903	220	14	=	=	SYM
fumecheng-11903	220	15	tai30a	tai30a	PRON
fumecheng-11903	220	16	1818146	1818146	NUM
fumecheng-11903	220	17	1824318	1824318	NUM
fumecheng-11903	220	18	0.673	0.673	NUM
fumecheng-11903	220	19	8.44	8.44	NUM
fumecheng-11903	220	20	1818146	1818146	NUM
fumecheng-11903	220	21	0.49	0.49	NUM
fumecheng-11903	220	22	1.68	1.68	NUM
fumecheng-11903	220	23	+	+	CCONJ
fumecheng-11903	220	24	tai35a	tai35a	VERB
fumecheng-11903	220	25	2422002	2422002	NUM
fumecheng-11903	220	26	2428322	2428322	NUM
fumecheng-11903	220	27	0.563	0.563	NUM
fumecheng-11903	220	28	16.19	16.19	NUM
fumecheng-11903	220	29	2429278	2429278	NUM
fumecheng-11903	220	30	0.23	0.23	NUM
fumecheng-11903	220	31	9.03	9.03	NUM
fumecheng-11903	220	32	=	=	SYM
fumecheng-11903	220	33	tai40a	tai40a	NOUN
fumecheng-11903	220	34	3139370	3139370	NUM
fumecheng-11903	220	35	3139370	3139370	NUM
fumecheng-11903	220	36	0.6275	0.6275	NUM
fumecheng-11903	220	37	17.15	17.15	NUM
fumecheng-11903	220	38	3168134	3168134	NUM
fumecheng-11903	220	39	0.02	0.02	NUM
fumecheng-11903	220	40	12.11	12.11	NUM
fumecheng-11903	220	41	=	=	PUNCT
fumecheng-11903	220	42	tai40b	tai40b	SYM
fumecheng-11903	220	43	637250948	637250948	NUM
fumecheng-11903	220	44	637250948	637250948	NUM
fumecheng-11903	220	45	0.556	0.556	NUM
fumecheng-11903	220	46	9.61	9.61	NUM
fumecheng-11903	220	47	637250948	637250948	NUM
fumecheng-11903	220	48	0	0	NUM
fumecheng-11903	220	49	1.27	1.27	NUM
fumecheng-11903	220	50	=	=	NOUN
fumecheng-11903	220	51	tai50a	tai50a	X
fumecheng-11903	220	52	4938796	4938796	NUM
fumecheng-11903	220	53	5090356	5090356	NUM
fumecheng-11903	220	54	0.176	0.176	NUM
fumecheng-11903	220	55	12.19	12.19	NUM
fumecheng-11903	220	56	4938796	4938796	NUM
fumecheng-11903	220	57	0.78	0.78	NUM
fumecheng-11903	220	58	17.06	17.06	NUM
fumecheng-11903	220	59	+	+	CCONJ
fumecheng-11903	220	60	tai50b	tai50b	NUM
fumecheng-11903	220	61	458821517	458821517	NUM
fumecheng-11903	220	62	458845260	458845260	NUM
fumecheng-11903	220	63	1.344	1.344	NUM
fumecheng-11903	220	64	37.61	37.61	NUM
fumecheng-11903	220	65	458821517	458821517	NUM
fumecheng-11903	220	66	0.03	0.03	NUM
fumecheng-11903	220	67	10.01	10.01	NUM
fumecheng-11903	220	68	+	+	CCONJ
fumecheng-11903	220	69	tai60a	tai60a	NUM
fumecheng-11903	220	70	7205962	7205962	NUM
fumecheng-11903	220	71	7351256	7351256	NUM
fumecheng-11903	220	72	0.837	0.837	NUM
fumecheng-11903	220	73	59.87	59.87	NUM
fumecheng-11903	220	74	7231162	7231162	NUM
fumecheng-11903	220	75	0.57	0.57	NUM
fumecheng-11903	220	76	27.13	27.13	NUM
fumecheng-11903	220	77	+	+	NUM
fumecheng-11903	220	78	tai80a	tai80a	NOUN
fumecheng-11903	220	79	13499184	13499184	NUM
fumecheng-11903	220	80	13657560	13657560	NUM
fumecheng-11903	220	81	0.863	0.863	NUM
fumecheng-11903	220	82	62.13	62.13	NUM
fumecheng-11903	220	83	13505690	13505690	NUM
fumecheng-11903	220	84	0.77	0.77	NUM
fumecheng-11903	220	85	19.05	19.05	NUM
fumecheng-11903	220	86	+	+	CCONJ
fumecheng-11903	220	87	tai100a	tai100a	NOUN
fumecheng-11903	220	88	21052466	21052466	NUM
fumecheng-11903	220	89	21503812	21503812	NUM
fumecheng-11903	220	90	0.136	0.136	NUM
fumecheng-11903	220	91	86.13	86.13	NUM
fumecheng-11903	220	92	21052466	21052466	NUM
fumecheng-11903	220	93	0.12	0.12	NUM
fumecheng-11903	220	94	69.45	69.45	NUM
fumecheng-11903	220	95	+	+	CCONJ
fumecheng-11903	220	96	fig	fig	NOUN
fumecheng-11903	220	97	.	.	PUNCT
fumecheng-11903	221	1	3	3	NUM
fumecheng-11903	221	2	comparison	comparison	NOUN
fumecheng-11903	221	3	of	of	ADP
fumecheng-11903	221	4	average	average	ADJ
fumecheng-11903	221	5	time	time	NOUN
fumecheng-11903	221	6	between	between	ADP
fumecheng-11903	221	7	drso	drso	NOUN
fumecheng-11903	221	8	and	and	CCONJ
fumecheng-11903	221	9	phcso	phcso	PROPN
fumecheng-11903	221	10	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	PROPN
fumecheng-11903	221	11	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	PROPN
fumecheng-11903	221	12	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai35a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai35a.sln	PROPN
fumecheng-11903	221	13	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	PROPN
fumecheng-11903	222	1	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	NOUN
fumecheng-11903	223	1	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	ADV
fumecheng-11903	223	2	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	PROPN
fumecheng-11903	223	3	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50b.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50b.sln	PROPN
fumecheng-11903	223	4	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50b.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50b.sln	PROPN
fumecheng-11903	224	1	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai60a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai60a.sln	PROPN
fumecheng-11903	224	2	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai60a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai60a.sln	NOUN
fumecheng-11903	225	1	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai80a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai80a.sln	PROPN
fumecheng-11903	225	2	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai100a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai100a.sln	NOUN
fumecheng-11903	225	3	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai100a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai100a.sln	NOUN
fumecheng-11903	225	4	a	a	DET
fumecheng-11903	225	5	novel	novel	ADJ
fumecheng-11903	225	6	discrete	discrete	ADJ
fumecheng-11903	225	7	rat	rat	NOUN
fumecheng-11903	225	8	swarm	swarm	NOUN
fumecheng-11903	225	9	optimization	optimization	NOUN
fumecheng-11903	225	10	algorithm	algorithm	NOUN
fumecheng-11903	225	11	for	for	ADP
fumecheng-11903	225	12	the	the	DET
fumecheng-11903	225	13	quadratic	quadratic	ADJ
fumecheng-11903	225	14	assignment	assignment	NOUN
fumecheng-11903	225	15	problem	problem	NOUN
fumecheng-11903	225	16	543	543	NUM
fumecheng-11903	225	17	fig	fig	NOUN
fumecheng-11903	225	18	.	.	PUNCT
fumecheng-11903	226	1	4	4	NUM
fumecheng-11903	226	2	comparison	comparison	NOUN
fumecheng-11903	226	3	of	of	ADP
fumecheng-11903	226	4	deviation	deviation	NOUN
fumecheng-11903	226	5	between	between	ADP
fumecheng-11903	226	6	drso	drso	NOUN
fumecheng-11903	226	7	and	and	CCONJ
fumecheng-11903	226	8	phcso	phcso	NOUN
fumecheng-11903	226	9	table	table	NOUN
fumecheng-11903	226	10	5	5	NUM
fumecheng-11903	226	11	comparison	comparison	NOUN
fumecheng-11903	226	12	between	between	ADP
fumecheng-11903	226	13	drso	drso	NOUN
fumecheng-11903	226	14	and	and	CCONJ
fumecheng-11903	226	15	dsso	dsso	ADJ
fumecheng-11903	226	16	dsso	dsso	NOUN
fumecheng-11903	226	17	.	.	PUNCT
fumecheng-11903	227	1	drso	drso	PROPN
fumecheng-11903	227	2	instances	instance	VERB
fumecheng-11903	227	3	best	well	ADV
fumecheng-11903	227	4	-	-	PUNCT
fumecheng-11903	227	5	know	know	VERB
fumecheng-11903	227	6	best	good	ADJ
fumecheng-11903	227	7	dev	dev	NOUN
fumecheng-11903	227	8	time	time	NOUN
fumecheng-11903	227	9	best	good	ADJ
fumecheng-11903	227	10	dev	dev	NOUN
fumecheng-11903	227	11	time	time	NOUN
fumecheng-11903	227	12	sig	sig	NOUN
fumecheng-11903	227	13	sko42	sko42	NOUN
fumecheng-11903	227	14	15812	15812	NUM
fumecheng-11903	227	15	15812	15812	NUM
fumecheng-11903	227	16	0.02	0.02	NUM
fumecheng-11903	227	17	2.80	2.80	NUM
fumecheng-11903	227	18	15812	15812	NUM
fumecheng-11903	227	19	0.04	0.04	NUM
fumecheng-11903	227	20	3.40	3.40	NUM
fumecheng-11903	227	21	=	=	NOUN
fumecheng-11903	227	22	sko49	sko49	PROPN
fumecheng-11903	227	23	23386	23386	NUM
fumecheng-11903	227	24	23386	23386	NUM
fumecheng-11903	227	25	0.09	0.09	NUM
fumecheng-11903	227	26	5.50	5.50	NUM
fumecheng-11903	227	27	23386	23386	NUM
fumecheng-11903	227	28	0.01	0.01	NUM
fumecheng-11903	227	29	5.31	5.31	NUM
fumecheng-11903	227	30	+	+	CCONJ
fumecheng-11903	227	31	sko81	sko81	PROPN
fumecheng-11903	227	32	90998	90998	NUM
fumecheng-11903	227	33	91008	91008	NUM
fumecheng-11903	227	34	0.08	0.08	NUM
fumecheng-11903	227	35	41.37	41.37	NUM
fumecheng-11903	227	36	91034	91034	NUM
fumecheng-11903	227	37	0.01	0.01	NUM
fumecheng-11903	227	38	36.38	36.38	NUM
fumecheng-11903	227	39	tai12a	tai12a	NOUN
fumecheng-11903	227	40	224416	224416	NUM
fumecheng-11903	227	41	224416	224416	NUM
fumecheng-11903	227	42	0.00	0.00	NUM
fumecheng-11903	227	43	0	0	NUM
fumecheng-11903	227	44	224416	224416	NUM
fumecheng-11903	227	45	0	0	NUM
fumecheng-11903	227	46	0.01	0.01	NUM
fumecheng-11903	227	47	=	=	SYM
fumecheng-11903	227	48	tai15a	tai15a	ADP
fumecheng-11903	227	49	388214	388214	NUM
fumecheng-11903	227	50	388214	388214	NUM
fumecheng-11903	227	51	0.05	0.05	NUM
fumecheng-11903	227	52	0.05	0.05	NUM
fumecheng-11903	227	53	388214	388214	NUM
fumecheng-11903	227	54	0	0	NUM
fumecheng-11903	227	55	0.02	0.02	NUM
fumecheng-11903	227	56	=	=	X
fumecheng-11903	227	57	tai17a	tai17a	PROPN
fumecheng-11903	227	58	491812	491812	NUM
fumecheng-11903	227	59	491812	491812	NUM
fumecheng-11903	227	60	0.36	0.36	NUM
fumecheng-11903	227	61	0.06	0.06	NUM
fumecheng-11903	227	62	491812	491812	NUM
fumecheng-11903	227	63	0	0	NUM
fumecheng-11903	227	64	0.05	0.05	NUM
fumecheng-11903	227	65	=	=	SYM
fumecheng-11903	227	66	tai20a	tai20a	NUM
fumecheng-11903	227	67	703482	703482	NUM
fumecheng-11903	227	68	703482	703482	NUM
fumecheng-11903	227	69	0.62	0.62	NUM
fumecheng-11903	227	70	0.13	0.13	NUM
fumecheng-11903	227	71	703482	703482	NUM
fumecheng-11903	227	72	0.12	0.12	NUM
fumecheng-11903	227	73	0.23	0.23	NUM
fumecheng-11903	227	74	=	=	SYM
fumecheng-11903	227	75	tai25a	tai25a	X
fumecheng-11903	227	76	1167256	1167256	NUM
fumecheng-11903	227	77	1167256	1167256	NUM
fumecheng-11903	228	1	0.95	0.95	NUM
fumecheng-11903	228	2	0.48	0.48	NUM
fumecheng-11903	228	3	1167256	1167256	NUM
fumecheng-11903	228	4	0.34	0.34	NUM
fumecheng-11903	228	5	0.16	0.16	NUM
fumecheng-11903	228	6	=	=	SYM
fumecheng-11903	228	7	tai30a	tai30a	X
fumecheng-11903	228	8	1818146	1818146	NUM
fumecheng-11903	228	9	1825384	1825384	NUM
fumecheng-11903	228	10	0.89	0.89	NUM
fumecheng-11903	228	11	1.29	1.29	NUM
fumecheng-11903	228	12	1818146	1818146	NUM
fumecheng-11903	228	13	0.49	0.49	NUM
fumecheng-11903	228	14	1.68	1.68	NUM
fumecheng-11903	228	15	+	+	CCONJ
fumecheng-11903	228	16	tai35a	tai35a	VERB
fumecheng-11903	228	17	2422002	2422002	NUM
fumecheng-11903	228	18	2435966	2435966	NUM
fumecheng-11903	228	19	1.05	1.05	NUM
fumecheng-11903	228	20	4.36	4.36	NUM
fumecheng-11903	228	21	2429278	2429278	NUM
fumecheng-11903	228	22	0.23	0.23	NUM
fumecheng-11903	228	23	9.03	9.03	NUM
fumecheng-11903	228	24	+	+	CCONJ
fumecheng-11903	228	25	tai40a	tai40a	PROPN
fumecheng-11903	228	26	3139370	3139370	NUM
fumecheng-11903	228	27	3165320	3165320	NUM
fumecheng-11903	228	28	1.17	1.17	NUM
fumecheng-11903	228	29	9.67	9.67	NUM
fumecheng-11903	228	30	3168134	3168134	NUM
fumecheng-11903	228	31	0.02	0.02	NUM
fumecheng-11903	228	32	12.11	12.11	NUM
fumecheng-11903	228	33	tai40b	tai40b	ADP
fumecheng-11903	228	34	637250948	637250948	NUM
fumecheng-11903	228	35	637250948	637250948	NUM
fumecheng-11903	228	36	0.00	0.00	NUM
fumecheng-11903	228	37	0.56	0.56	NUM
fumecheng-11903	228	38	637250948	637250948	NUM
fumecheng-11903	228	39	0	0	NUM
fumecheng-11903	228	40	1.27	1.27	NUM
fumecheng-11903	228	41	=	=	NOUN
fumecheng-11903	228	42	tai50a	tai50a	X
fumecheng-11903	228	43	4938796	4938796	NUM
fumecheng-11903	228	44	4995292	4995292	NUM
fumecheng-11903	228	45	2.00	2.00	NUM
fumecheng-11903	228	46	34.88	34.88	NUM
fumecheng-11903	228	47	4938796	4938796	NUM
fumecheng-11903	228	48	0.78	0.78	NUM
fumecheng-11903	228	49	17.06	17.06	NUM
fumecheng-11903	228	50	+	+	CCONJ
fumecheng-11903	228	51	tai100a	tai100a	PROPN
fumecheng-11903	228	52	21052466	21052466	NUM
fumecheng-11903	228	53	21044752	21044752	NUM
fumecheng-11903	228	54	2.36	2.36	NUM
fumecheng-11903	228	55	545.31	545.31	NUM
fumecheng-11903	228	56	21052466	21052466	NUM
fumecheng-11903	228	57	0.12	0.12	NUM
fumecheng-11903	228	58	69.45	69.45	NUM
fumecheng-11903	228	59	+	+	SYM
fumecheng-11903	228	60	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	PROPN
fumecheng-11903	228	61	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	PROPN
fumecheng-11903	228	62	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai35a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai35a.sln	PROPN
fumecheng-11903	228	63	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	PROPN
fumecheng-11903	229	1	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	NOUN
fumecheng-11903	230	1	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	ADV
fumecheng-11903	230	2	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	PROPN
fumecheng-11903	230	3	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai100a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai100a.sln	NOUN
fumecheng-11903	230	4	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai100a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai100a.sln	NOUN
fumecheng-11903	230	5	544	544	NUM
fumecheng-11903	230	6	t.	t.	PROPN
fumecheng-11903	230	7	mzili	mzili	NOUN
fumecheng-11903	230	8	,	,	PUNCT
fumecheng-11903	230	9	i.	i.	PROPN
fumecheng-11903	230	10	mzili	mzili	PROPN
fumecheng-11903	230	11	,	,	PUNCT
fumecheng-11903	230	12	m.e	m.e	PROPN
fumecheng-11903	230	13	.	.	PROPN
fumecheng-11903	230	14	riffi	riffi	PROPN
fumecheng-11903	230	15	,	,	PUNCT
fumecheng-11903	230	16	d.	d.	PROPN
fumecheng-11903	230	17	pamucar	pamucar	PROPN
fumecheng-11903	230	18	,	,	PUNCT
fumecheng-11903	230	19	v.	v.	PROPN
fumecheng-11903	230	20	simic	simic	PROPN
fumecheng-11903	230	21	,	,	PUNCT
fumecheng-11903	230	22	m.	m.	NOUN
fumecheng-11903	230	23	kurdi	kurdi	PROPN
fumecheng-11903	230	24	fig	fig	PROPN
fumecheng-11903	230	25	.	.	PUNCT
fumecheng-11903	231	1	5	5	NUM
fumecheng-11903	231	2	comparison	comparison	NOUN
fumecheng-11903	231	3	of	of	ADP
fumecheng-11903	231	4	average	average	ADJ
fumecheng-11903	231	5	time	time	NOUN
fumecheng-11903	231	6	between	between	ADP
fumecheng-11903	231	7	drso	drso	NOUN
fumecheng-11903	231	8	and	and	CCONJ
fumecheng-11903	231	9	dssoso	dssoso	PROPN
fumecheng-11903	231	10	fig	fig	PROPN
fumecheng-11903	231	11	.	.	PUNCT
fumecheng-11903	232	1	6	6	NUM
fumecheng-11903	232	2	comparison	comparison	NOUN
fumecheng-11903	232	3	of	of	ADP
fumecheng-11903	232	4	deviation	deviation	NOUN
fumecheng-11903	232	5	between	between	ADP
fumecheng-11903	232	6	drso	drso	NOUN
fumecheng-11903	232	7	and	and	CCONJ
fumecheng-11903	232	8	dsso	dsso	NOUN
fumecheng-11903	232	9	table	table	NOUN
fumecheng-11903	232	10	6	6	NUM
fumecheng-11903	232	11	comparison	comparison	NOUN
fumecheng-11903	232	12	between	between	ADP
fumecheng-11903	232	13	drso	drso	NOUN
fumecheng-11903	232	14	and	and	CCONJ
fumecheng-11903	232	15	gbsa	gbsa	PROPN
fumecheng-11903	232	16	gbsa	gbsa	ADJ
fumecheng-11903	232	17	drso	drso	PROPN
fumecheng-11903	232	18	instances	instance	NOUN
fumecheng-11903	232	19	best	well	ADV
fumecheng-11903	232	20	-	-	PUNCT
fumecheng-11903	232	21	know	know	VERB
fumecheng-11903	232	22	best	good	ADJ
fumecheng-11903	232	23	dev	dev	NOUN
fumecheng-11903	232	24	time	time	NOUN
fumecheng-11903	232	25	best	good	ADJ
fumecheng-11903	232	26	dev	dev	NOUN
fumecheng-11903	232	27	time	time	NOUN
fumecheng-11903	232	28	sig	sig	NOUN
fumecheng-11903	232	29	sko42	sko42	NOUN
fumecheng-11903	232	30	15812	15812	NUM
fumecheng-11903	232	31	15880	15880	NUM
fumecheng-11903	232	32	0.99	0.99	NUM
fumecheng-11903	232	33	240	240	NUM
fumecheng-11903	232	34	15812	15812	NUM
fumecheng-11903	232	35	0.04	0.04	NUM
fumecheng-11903	232	36	3.40	3.40	NUM
fumecheng-11903	232	37	+	+	CCONJ
fumecheng-11903	232	38	sko49	sko49	NOUN
fumecheng-11903	232	39	23386	23386	NUM
fumecheng-11903	232	40	23582	23582	NUM
fumecheng-11903	232	41	1.13	1.13	NUM
fumecheng-11903	232	42	240	240	NUM
fumecheng-11903	232	43	23386	23386	NUM
fumecheng-11903	232	44	0.01	0.01	NUM
fumecheng-11903	232	45	5.31	5.31	NUM
fumecheng-11903	232	46	+	+	CCONJ
fumecheng-11903	232	47	tai12a	tai12a	VERB
fumecheng-11903	232	48	224416	224416	NUM
fumecheng-11903	232	49	224416	224416	NUM
fumecheng-11903	232	50	0.00	0.00	NUM
fumecheng-11903	232	51	0	0	NUM
fumecheng-11903	232	52	224416	224416	NUM
fumecheng-11903	232	53	0	0	NUM
fumecheng-11903	232	54	0.01	0.01	NUM
fumecheng-11903	232	55	=	=	SYM
fumecheng-11903	232	56	tai15a	tai15a	ADP
fumecheng-11903	232	57	388214	388214	NUM
fumecheng-11903	232	58	388214	388214	NUM
fumecheng-11903	232	59	0.00	0.00	NUM
fumecheng-11903	232	60	0	0	NUM
fumecheng-11903	232	61	388214	388214	NUM
fumecheng-11903	232	62	0	0	NUM
fumecheng-11903	232	63	0.02	0.02	NUM
fumecheng-11903	232	64	=	=	X
fumecheng-11903	232	65	tai17a	tai17a	PROPN
fumecheng-11903	232	66	491812	491812	NUM
fumecheng-11903	232	67	491812	491812	NUM
fumecheng-11903	232	68	0.00	0.00	NUM
fumecheng-11903	232	69	0.12	0.12	NUM
fumecheng-11903	232	70	491812	491812	NUM
fumecheng-11903	232	71	0	0	NUM
fumecheng-11903	232	72	0.05	0.05	NUM
fumecheng-11903	232	73	=	=	SYM
fumecheng-11903	232	74	tai20a	tai20a	NUM
fumecheng-11903	232	75	703482	703482	NUM
fumecheng-11903	232	76	703482	703482	NUM
fumecheng-11903	232	77	0.37	0.37	NUM
fumecheng-11903	232	78	32	32	NUM
fumecheng-11903	232	79	703482	703482	NUM
fumecheng-11903	232	80	0.12	0.12	NUM
fumecheng-11903	232	81	0.23	0.23	NUM
fumecheng-11903	232	82	=	=	SYM
fumecheng-11903	232	83	tai30a	tai30a	PRON
fumecheng-11903	232	84	1818146	1818146	NUM
fumecheng-11903	232	85	1841180	1841180	NUM
fumecheng-11903	232	86	2.22	2.22	NUM
fumecheng-11903	232	87	240	240	NUM
fumecheng-11903	232	88	1818146	1818146	NUM
fumecheng-11903	232	89	0.49	0.49	NUM
fumecheng-11903	232	90	1.68	1.68	NUM
fumecheng-11903	232	91	+	+	CCONJ
fumecheng-11903	232	92	tai40a	tai40a	NOUN
fumecheng-11903	232	93	3139370	3139370	NUM
fumecheng-11903	232	94	3215360	3215360	NUM
fumecheng-11903	232	95	3.01	3.01	NUM
fumecheng-11903	232	96	240	240	NUM
fumecheng-11903	232	97	3168134	3168134	NUM
fumecheng-11903	232	98	0.02	0.02	NUM
fumecheng-11903	232	99	12.11	12.11	NUM
fumecheng-11903	232	100	+	+	CCONJ
fumecheng-11903	232	101	tai50a	tai50a	PROPN
fumecheng-11903	232	102	4938796	4938796	NUM
fumecheng-11903	232	103	5084020	5084020	NUM
fumecheng-11903	232	104	3.53	3.53	NUM
fumecheng-11903	232	105	240	240	NUM
fumecheng-11903	232	106	4938796	4938796	NUM
fumecheng-11903	232	107	0.78	0.78	NUM
fumecheng-11903	232	108	17.06	17.06	NUM
fumecheng-11903	232	109	+	+	CCONJ
fumecheng-11903	232	110	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	PROPN
fumecheng-11903	232	111	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	PROPN
fumecheng-11903	232	112	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	NOUN
fumecheng-11903	233	1	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	NOUN
fumecheng-11903	234	1	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	ADV
fumecheng-11903	234	2	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	VERB
fumecheng-11903	234	3	a	a	DET
fumecheng-11903	234	4	novel	novel	ADJ
fumecheng-11903	234	5	discrete	discrete	ADJ
fumecheng-11903	234	6	rat	rat	NOUN
fumecheng-11903	234	7	swarm	swarm	NOUN
fumecheng-11903	234	8	optimization	optimization	NOUN
fumecheng-11903	234	9	algorithm	algorithm	NOUN
fumecheng-11903	234	10	for	for	ADP
fumecheng-11903	234	11	the	the	DET
fumecheng-11903	234	12	quadratic	quadratic	ADJ
fumecheng-11903	234	13	assignment	assignment	NOUN
fumecheng-11903	234	14	problem	problem	NOUN
fumecheng-11903	234	15	545	545	NUM
fumecheng-11903	234	16	fig	fig	NOUN
fumecheng-11903	234	17	.	.	PUNCT
fumecheng-11903	235	1	7	7	NUM
fumecheng-11903	235	2	comparison	comparison	NOUN
fumecheng-11903	235	3	on	on	ADP
fumecheng-11903	235	4	of	of	ADP
fumecheng-11903	235	5	average	average	ADJ
fumecheng-11903	235	6	time	time	NOUN
fumecheng-11903	235	7	between	between	ADP
fumecheng-11903	235	8	drso	drso	NOUN
fumecheng-11903	235	9	and	and	CCONJ
fumecheng-11903	235	10	gbsa	gbsa	ADJ
fumecheng-11903	235	11	fig	fig	NOUN
fumecheng-11903	235	12	.	.	PUNCT
fumecheng-11903	236	1	8	8	NUM
fumecheng-11903	236	2	comparison	comparison	NOUN
fumecheng-11903	236	3	on	on	ADP
fumecheng-11903	236	4	of	of	ADP
fumecheng-11903	236	5	deviation	deviation	NOUN
fumecheng-11903	236	6	between	between	ADP
fumecheng-11903	236	7	drso	drso	NOUN
fumecheng-11903	236	8	and	and	CCONJ
fumecheng-11903	236	9	gbsa	gbsa	PROPN
fumecheng-11903	236	10	table	table	NOUN
fumecheng-11903	236	11	7	7	NUM
fumecheng-11903	236	12	comparison	comparison	NOUN
fumecheng-11903	236	13	between	between	ADP
fumecheng-11903	236	14	drso	drso	NOUN
fumecheng-11903	236	15	and	and	CCONJ
fumecheng-11903	236	16	dba	dba	PROPN
fumecheng-11903	236	17	dba	dba	PROPN
fumecheng-11903	236	18	drso	drso	PROPN
fumecheng-11903	236	19	instance	instance	PROPN
fumecheng-11903	236	20	best	well	ADV
fumecheng-11903	236	21	-	-	PUNCT
fumecheng-11903	236	22	know	know	VERB
fumecheng-11903	236	23	best	good	ADJ
fumecheng-11903	236	24	dev	dev	NOUN
fumecheng-11903	236	25	time	time	NOUN
fumecheng-11903	236	26	best	good	ADJ
fumecheng-11903	236	27	dev	dev	NOUN
fumecheng-11903	236	28	time	time	NOUN
fumecheng-11903	236	29	sig	sig	NOUN
fumecheng-11903	236	30	sko42	sko42	NOUN
fumecheng-11903	236	31	15812	15812	NUM
fumecheng-11903	236	32	15812	15812	NUM
fumecheng-11903	236	33	0.30	0.30	NUM
fumecheng-11903	236	34	42.87	42.87	NUM
fumecheng-11903	236	35	15812	15812	NUM
fumecheng-11903	236	36	0.04	0.04	NUM
fumecheng-11903	236	37	3.40	3.40	NUM
fumecheng-11903	236	38	=	=	NOUN
fumecheng-11903	236	39	sko49	sko49	PROPN
fumecheng-11903	236	40	23386	23386	NUM
fumecheng-11903	236	41	23421	23421	NUM
fumecheng-11903	236	42	0.34	0.34	NUM
fumecheng-11903	236	43	97.71	97.71	NUM
fumecheng-11903	236	44	23386	23386	NUM
fumecheng-11903	236	45	0.01	0.01	NUM
fumecheng-11903	236	46	5.31	5.31	NUM
fumecheng-11903	236	47	+	+	CCONJ
fumecheng-11903	236	48	sko56	sko56	NOUN
fumecheng-11903	236	49	34458	34458	NUM
fumecheng-11903	236	50	34524	34524	NUM
fumecheng-11903	236	51	0.46	0.46	NUM
fumecheng-11903	237	1	159.8	159.8	NUM
fumecheng-11903	237	2	34458	34458	NUM
fumecheng-11903	237	3	0.01	0.01	NUM
fumecheng-11903	237	4	17.33	17.33	NUM
fumecheng-11903	237	5	+	+	NUM
fumecheng-11903	237	6	sko64	sko64	NOUN
fumecheng-11903	237	7	48498	48498	NUM
fumecheng-11903	237	8	48656	48656	NUM
fumecheng-11903	237	9	0.44	0.44	NUM
fumecheng-11903	237	10	265.63	265.63	NUM
fumecheng-11903	237	11	48498	48498	NUM
fumecheng-11903	237	12	0.10	0.10	NUM
fumecheng-11903	237	13	27.05	27.05	NUM
fumecheng-11903	237	14	+	+	CCONJ
fumecheng-11903	237	15	sko72	sko72	NOUN
fumecheng-11903	237	16	66256	66256	NUM
fumecheng-11903	237	17	66422	66422	NUM
fumecheng-11903	237	18	0.46	0.46	NUM
fumecheng-11903	237	19	361.59	361.59	NUM
fumecheng-11903	237	20	66259	66259	NUM
fumecheng-11903	237	21	0.01	0.01	NUM
fumecheng-11903	237	22	38.52	38.52	NUM
fumecheng-11903	237	23	+	+	CCONJ
fumecheng-11903	237	24	sko81	sko81	PROPN
fumecheng-11903	237	25	90998	90998	NUM
fumecheng-11903	237	26	91252	91252	NUM
fumecheng-11903	237	27	0.45	0.45	NUM
fumecheng-11903	237	28	512.73	512.73	NUM
fumecheng-11903	237	29	90998	90998	NUM
fumecheng-11903	237	30	0.01	0.01	NUM
fumecheng-11903	237	31	36.38	36.38	NUM
fumecheng-11903	237	32	+	+	CCONJ
fumecheng-11903	237	33	tai12a	tai12a	X
fumecheng-11903	237	34	224416	224416	NUM
fumecheng-11903	237	35	224416	224416	NUM
fumecheng-11903	237	36	0.00	0.00	NUM
fumecheng-11903	237	37	0.00	0.00	NUM
fumecheng-11903	237	38	224416	224416	NUM
fumecheng-11903	237	39	0	0	NUM
fumecheng-11903	237	40	0.01	0.01	NUM
fumecheng-11903	237	41	=	=	SYM
fumecheng-11903	237	42	tai15a	tai15a	ADP
fumecheng-11903	237	43	388214	388214	NUM
fumecheng-11903	237	44	388214	388214	NUM
fumecheng-11903	237	45	0.00	0.00	NUM
fumecheng-11903	237	46	0.50	0.50	NUM
fumecheng-11903	237	47	388214	388214	NUM
fumecheng-11903	237	48	0	0	NUM
fumecheng-11903	237	49	0.02	0.02	NUM
fumecheng-11903	237	50	=	=	X
fumecheng-11903	237	51	tai17a	tai17a	PROPN
fumecheng-11903	237	52	491812	491812	NUM
fumecheng-11903	237	53	491812	491812	NUM
fumecheng-11903	237	54	0.00	0.00	NUM
fumecheng-11903	237	55	0.39	0.39	NUM
fumecheng-11903	237	56	491812	491812	NUM
fumecheng-11903	237	57	0	0	NUM
fumecheng-11903	237	58	0.05	0.05	NUM
fumecheng-11903	237	59	=	=	SYM
fumecheng-11903	237	60	tai20a	tai20a	NUM
fumecheng-11903	237	61	703482	703482	NUM
fumecheng-11903	237	62	703482	703482	NUM
fumecheng-11903	237	63	0.85	0.85	NUM
fumecheng-11903	237	64	0.18	0.18	NUM
fumecheng-11903	237	65	703482	703482	NUM
fumecheng-11903	237	66	0.12	0.12	NUM
fumecheng-11903	237	67	0.23	0.23	NUM
fumecheng-11903	237	68	=	=	SYM
fumecheng-11903	237	69	tai25a	tai25a	X
fumecheng-11903	237	70	1167256	1167256	NUM
fumecheng-11903	237	71	1172754	1172754	NUM
fumecheng-11903	237	72	1.51	1.51	NUM
fumecheng-11903	237	73	12.10	12.10	NUM
fumecheng-11903	237	74	1167256	1167256	NUM
fumecheng-11903	237	75	0.34	0.34	NUM
fumecheng-11903	237	76	0.16	0.16	NUM
fumecheng-11903	237	77	+	+	CCONJ
fumecheng-11903	237	78	tai30a	tai30a	NUM
fumecheng-11903	237	79	1818146	1818146	NUM
fumecheng-11903	237	80	1831272	1831272	NUM
fumecheng-11903	237	81	1.34	1.34	NUM
fumecheng-11903	237	82	20h25	20h25	NUM
fumecheng-11903	237	83	1818146	1818146	NUM
fumecheng-11903	237	84	0.49	0.49	NUM
fumecheng-11903	237	85	1.68	1.68	NUM
fumecheng-11903	237	86	+	+	CCONJ
fumecheng-11903	237	87	tai35a	tai35a	VERB
fumecheng-11903	237	88	2422002	2422002	NUM
fumecheng-11903	237	89	2438440	2438440	NUM
fumecheng-11903	237	90	1.79	1.79	NUM
fumecheng-11903	237	91	35.43	35.43	NUM
fumecheng-11903	237	92	2429276	2429276	NUM
fumecheng-11903	237	93	0.23	0.23	NUM
fumecheng-11903	237	94	9.03	9.03	NUM
fumecheng-11903	237	95	+	+	CCONJ
fumecheng-11903	237	96	tai40a	tai40a	NOUN
fumecheng-11903	237	97	3139370	3139370	NUM
fumecheng-11903	237	98	3139370	3139370	NUM
fumecheng-11903	237	99	2.02	2.02	NUM
fumecheng-11903	237	100	51.12	51.12	NUM
fumecheng-11903	237	101	3168124	3168124	NUM
fumecheng-11903	237	102	0.02	0.02	NUM
fumecheng-11903	237	103	12.11	12.11	NUM
fumecheng-11903	237	104	tai40b	tai40b	ADP
fumecheng-11903	237	105	637250948	637250948	NUM
fumecheng-11903	237	106	637250948	637250948	NUM
fumecheng-11903	237	107	0.00	0.00	NUM
fumecheng-11903	237	108	14.86	14.86	NUM
fumecheng-11903	237	109	637250948	637250948	NUM
fumecheng-11903	237	110	0	0	NUM
fumecheng-11903	237	111	1.27	1.27	NUM
fumecheng-11903	237	112	=	=	NOUN
fumecheng-11903	237	113	tai50a	tai50a	X
fumecheng-11903	237	114	4938796	4938796	NUM
fumecheng-11903	237	115	5042654	5042654	NUM
fumecheng-11903	237	116	2.69	2.69	NUM
fumecheng-11903	237	117	100	100	NUM
fumecheng-11903	237	118	4983176	4983176	NUM
fumecheng-11903	237	119	0.78	0.78	NUM
fumecheng-11903	237	120	17.06	17.06	NUM
fumecheng-11903	237	121	+	+	CCONJ
fumecheng-11903	237	122	tai50b	tai50b	NUM
fumecheng-11903	237	123	458821517	458821517	NUM
fumecheng-11903	237	124	458830119	458830119	NUM
fumecheng-11903	237	125	0.11	0.11	NUM
fumecheng-11903	237	126	126.34	126.34	NUM
fumecheng-11903	237	127	458821517	458821517	NUM
fumecheng-11903	237	128	0.03	0.03	NUM
fumecheng-11903	237	129	10.01	10.01	NUM
fumecheng-11903	237	130	+	+	ADP
fumecheng-11903	237	131	tai60a	tai60a	NUM
fumecheng-11903	237	132	7205962	7205962	NUM
fumecheng-11903	237	133	7387482	7387482	NUM
fumecheng-11903	237	134	2.73	2.73	NUM
fumecheng-11903	237	135	166.23	166.23	NUM
fumecheng-11903	237	136	7231162	7231162	NUM
fumecheng-11903	237	137	0.57	0.57	NUM
fumecheng-11903	237	138	27.13	27.13	NUM
fumecheng-11903	237	139	+	+	CCONJ
fumecheng-11903	237	140	tai80a	tai80a	NOUN
fumecheng-11903	237	141	13499184	13499184	NUM
fumecheng-11903	237	142	13810130	13810130	NUM
fumecheng-11903	237	143	2.67	2.67	NUM
fumecheng-11903	237	144	420.62	420.62	NUM
fumecheng-11903	237	145	13505690	13505690	NUM
fumecheng-11903	237	146	0.77	0.77	NUM
fumecheng-11903	237	147	19.05	19.05	NUM
fumecheng-11903	237	148	+	+	CCONJ
fumecheng-11903	237	149	tai100a	tai100a	NOUN
fumecheng-11903	237	150	21052466	21052466	NUM
fumecheng-11903	237	151	21541326	21541326	NUM
fumecheng-11903	237	152	2.5	2.5	NUM
fumecheng-11903	237	153	1045.27	1045.27	NUM
fumecheng-11903	237	154	21052466	21052466	NUM
fumecheng-11903	237	155	0.12	0.12	NUM
fumecheng-11903	237	156	69.45	69.45	NUM
fumecheng-11903	237	157	+	+	SYM
fumecheng-11903	237	158	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	PROPN
fumecheng-11903	237	159	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai30a.sln	PROPN
fumecheng-11903	237	160	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai35a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai35a.sln	PROPN
fumecheng-11903	237	161	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	PROPN
fumecheng-11903	238	1	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai40a.sln	NOUN
fumecheng-11903	239	1	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	ADV
fumecheng-11903	239	2	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50a.sln	PROPN
fumecheng-11903	239	3	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50b.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50b.sln	PROPN
fumecheng-11903	239	4	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50b.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai50b.sln	PROPN
fumecheng-11903	240	1	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai60a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai60a.sln	PROPN
fumecheng-11903	240	2	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai60a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai60a.sln	NOUN
fumecheng-11903	241	1	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai80a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai80a.sln	PROPN
fumecheng-11903	241	2	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai100a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai100a.sln	NOUN
fumecheng-11903	241	3	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai100a.sln	http://anjos.mgi.polymtl.ca/qaplib/soln.d/tai100a.sln	NOUN
fumecheng-11903	241	4	546	546	NUM
fumecheng-11903	241	5	t.	t.	PROPN
fumecheng-11903	241	6	mzili	mzili	NOUN
fumecheng-11903	241	7	,	,	PUNCT
fumecheng-11903	241	8	i.	i.	PROPN
fumecheng-11903	241	9	mzili	mzili	PROPN
fumecheng-11903	241	10	,	,	PUNCT
fumecheng-11903	241	11	m.e	m.e	PROPN
fumecheng-11903	241	12	.	.	PROPN
fumecheng-11903	241	13	riffi	riffi	PROPN
fumecheng-11903	241	14	,	,	PUNCT
fumecheng-11903	241	15	d.	d.	PROPN
fumecheng-11903	241	16	pamucar	pamucar	PROPN
fumecheng-11903	241	17	,	,	PUNCT
fumecheng-11903	241	18	v.	v.	PROPN
fumecheng-11903	241	19	simic	simic	PROPN
fumecheng-11903	241	20	,	,	PUNCT
fumecheng-11903	241	21	m.	m.	NOUN
fumecheng-11903	241	22	kurdi	kurdi	PROPN
fumecheng-11903	241	23	fig	fig	PROPN
fumecheng-11903	241	24	.	.	PUNCT
fumecheng-11903	242	1	9	9	NUM
fumecheng-11903	242	2	comparison	comparison	NOUN
fumecheng-11903	242	3	on	on	ADP
fumecheng-11903	242	4	of	of	ADP
fumecheng-11903	242	5	avg	avg	NOUN
fumecheng-11903	242	6	time	time	NOUN
fumecheng-11903	242	7	between	between	ADP
fumecheng-11903	242	8	drso	drso	NOUN
fumecheng-11903	242	9	and	and	CCONJ
fumecheng-11903	242	10	dba	dba	PROPN
fumecheng-11903	242	11	fig	fig	NOUN
fumecheng-11903	242	12	.	.	PUNCT
fumecheng-11903	243	1	10	10	NUM
fumecheng-11903	243	2	comparison	comparison	NOUN
fumecheng-11903	243	3	on	on	ADP
fumecheng-11903	243	4	of	of	ADP
fumecheng-11903	243	5	deviation	deviation	NOUN
fumecheng-11903	243	6	between	between	ADP
fumecheng-11903	243	7	drso	drso	NOUN
fumecheng-11903	243	8	and	and	CCONJ
fumecheng-11903	243	9	dba	dba	PROPN
fumecheng-11903	243	10	6	6	NUM
fumecheng-11903	243	11	.	.	PUNCT
fumecheng-11903	244	1	discussion	discussion	NOUN
fumecheng-11903	244	2	and	and	CCONJ
fumecheng-11903	244	3	analysis	analysis	NOUN
fumecheng-11903	244	4	to	to	PART
fumecheng-11903	244	5	compare	compare	VERB
fumecheng-11903	244	6	the	the	DET
fumecheng-11903	244	7	performance	performance	NOUN
fumecheng-11903	244	8	of	of	ADP
fumecheng-11903	244	9	our	our	PRON
fumecheng-11903	244	10	optimization	optimization	NOUN
fumecheng-11903	244	11	algorithm	algorithm	NOUN
fumecheng-11903	244	12	with	with	ADP
fumecheng-11903	244	13	the	the	DET
fumecheng-11903	244	14	other	other	ADJ
fumecheng-11903	244	15	metaheuristics	metaheuristic	NOUN
fumecheng-11903	244	16	,	,	PUNCT
fumecheng-11903	244	17	we	we	PRON
fumecheng-11903	244	18	will	will	AUX
fumecheng-11903	244	19	apply	apply	VERB
fumecheng-11903	244	20	the	the	DET
fumecheng-11903	244	21	wilcoxon	wilcoxon	ADJ
fumecheng-11903	244	22	test	test	NOUN
fumecheng-11903	245	1	[	[	X
fumecheng-11903	245	2	46	46	NUM
fumecheng-11903	245	3	]	]	PUNCT
fumecheng-11903	245	4	with	with	ADP
fumecheng-11903	245	5	a	a	DET
fumecheng-11903	245	6	95	95	NUM
fumecheng-11903	245	7	%	%	NOUN
fumecheng-11903	245	8	confidence	confidence	NOUN
fumecheng-11903	245	9	interval	interval	NOUN
fumecheng-11903	245	10	(	(	PUNCT
fumecheng-11903	245	11	α=0.05	α=0.05	NOUN
fumecheng-11903	245	12	)	)	PUNCT
fumecheng-11903	245	13	.	.	PUNCT
fumecheng-11903	246	1	this	this	DET
fumecheng-11903	246	2	test	test	NOUN
fumecheng-11903	246	3	will	will	AUX
fumecheng-11903	246	4	be	be	AUX
fumecheng-11903	246	5	conducted	conduct	VERB
fumecheng-11903	246	6	twice	twice	ADV
fumecheng-11903	246	7	:	:	PUNCT
fumecheng-11903	246	8	first	first	ADV
fumecheng-11903	246	9	,	,	PUNCT
fumecheng-11903	246	10	to	to	PART
fumecheng-11903	246	11	compare	compare	VERB
fumecheng-11903	246	12	the	the	DET
fumecheng-11903	246	13	difference	difference	NOUN
fumecheng-11903	246	14	in	in	ADP
fumecheng-11903	246	15	dev	dev	PROPN
fumecheng-11903	246	16	(	(	PUNCT
fumecheng-11903	246	17	%	%	INTJ
fumecheng-11903	246	18	)	)	PUNCT
fumecheng-11903	246	19	values	value	NOUN
fumecheng-11903	246	20	between	between	ADP
fumecheng-11903	246	21	the	the	DET
fumecheng-11903	246	22	two	two	NUM
fumecheng-11903	246	23	algorithms	algorithm	NOUN
fumecheng-11903	246	24	for	for	ADP
fumecheng-11903	246	25	comparison	comparison	NOUN
fumecheng-11903	246	26	and	and	CCONJ
fumecheng-11903	246	27	ranking	ranking	NOUN
fumecheng-11903	246	28	;	;	PUNCT
fumecheng-11903	246	29	and	and	CCONJ
fumecheng-11903	246	30	second	second	ADJ
fumecheng-11903	246	31	,	,	PUNCT
fumecheng-11903	246	32	to	to	PART
fumecheng-11903	246	33	compare	compare	VERB
fumecheng-11903	246	34	the	the	DET
fumecheng-11903	246	35	average	average	ADJ
fumecheng-11903	246	36	execution	execution	NOUN
fumecheng-11903	246	37	time	time	NOUN
fumecheng-11903	246	38	and	and	CCONJ
fumecheng-11903	246	39	justify	justify	VERB
fumecheng-11903	246	40	the	the	DET
fumecheng-11903	246	41	comparison	comparison	NOUN
fumecheng-11903	246	42	of	of	ADP
fumecheng-11903	246	43	convergence	convergence	NOUN
fumecheng-11903	246	44	speed	speed	NOUN
fumecheng-11903	246	45	.	.	PUNCT
fumecheng-11903	247	1	instances	instance	NOUN
fumecheng-11903	247	2	with	with	ADP
fumecheng-11903	247	3	similar	similar	ADJ
fumecheng-11903	247	4	values	value	NOUN
fumecheng-11903	247	5	or	or	CCONJ
fumecheng-11903	247	6	that	that	PRON
fumecheng-11903	247	7	are	be	AUX
fumecheng-11903	247	8	easy	easy	ADJ
fumecheng-11903	247	9	to	to	PART
fumecheng-11903	247	10	solve	solve	VERB
fumecheng-11903	247	11	for	for	ADP
fumecheng-11903	247	12	both	both	DET
fumecheng-11903	247	13	algorithms	algorithm	NOUN
fumecheng-11903	247	14	will	will	AUX
fumecheng-11903	247	15	not	not	PART
fumecheng-11903	247	16	be	be	AUX
fumecheng-11903	247	17	considered	consider	VERB
fumecheng-11903	247	18	.	.	PUNCT
fumecheng-11903	248	1	n	n	PRON
fumecheng-11903	248	2	denotes	denote	VERB
fumecheng-11903	248	3	the	the	DET
fumecheng-11903	248	4	number	number	NOUN
fumecheng-11903	248	5	of	of	ADP
fumecheng-11903	248	6	test	test	NOUN
fumecheng-11903	248	7	cases	case	NOUN
fumecheng-11903	248	8	,	,	PUNCT
fumecheng-11903	248	9	and	and	CCONJ
fumecheng-11903	248	10	w+	w+	NUM
fumecheng-11903	248	11	represents	represent	VERB
fumecheng-11903	248	12	the	the	DET
fumecheng-11903	248	13	scores	score	NOUN
fumecheng-11903	248	14	of	of	ADP
fumecheng-11903	248	15	cases	case	NOUN
fumecheng-11903	248	16	where	where	SCONJ
fumecheng-11903	248	17	the	the	DET
fumecheng-11903	248	18	proposed	propose	VERB
fumecheng-11903	248	19	algorithm	algorithm	NOUN
fumecheng-11903	248	20	performs	perform	VERB
fumecheng-11903	248	21	the	the	DET
fumecheng-11903	248	22	best	good	ADJ
fumecheng-11903	248	23	.	.	PUNCT
fumecheng-11903	249	1	wrepresents	wrepresent	VERB
fumecheng-11903	249	2	the	the	DET
fumecheng-11903	249	3	sum	sum	NOUN
fumecheng-11903	249	4	of	of	ADP
fumecheng-11903	249	5	the	the	DET
fumecheng-11903	249	6	scores	score	NOUN
fumecheng-11903	249	7	of	of	ADP
fumecheng-11903	249	8	the	the	DET
fumecheng-11903	249	9	cases	case	NOUN
fumecheng-11903	249	10	where	where	SCONJ
fumecheng-11903	249	11	the	the	DET
fumecheng-11903	249	12	proposed	propose	VERB
fumecheng-11903	249	13	algorithm	algorithm	NOUN
fumecheng-11903	249	14	performs	perform	VERB
fumecheng-11903	249	15	worse	bad	ADJ
fumecheng-11903	249	16	than	than	ADP
fumecheng-11903	249	17	the	the	DET
fumecheng-11903	249	18	comparative	comparative	ADJ
fumecheng-11903	249	19	algorithm	algorithm	NOUN
fumecheng-11903	249	20	.	.	PUNCT
fumecheng-11903	250	1	the	the	DET
fumecheng-11903	250	2	p	p	NOUN
fumecheng-11903	250	3	-	-	PUNCT
fumecheng-11903	250	4	value	value	NOUN
fumecheng-11903	250	5	is	be	AUX
fumecheng-11903	250	6	compared	compare	VERB
fumecheng-11903	250	7	to	to	ADP
fumecheng-11903	250	8	the	the	DET
fumecheng-11903	250	9	critical	critical	ADJ
fumecheng-11903	250	10	value	value	NOUN
fumecheng-11903	250	11	δ	δ	NOUN
fumecheng-11903	250	12	=	=	NOUN
fumecheng-11903	250	13	0.05	0.05	NUM
fumecheng-11903	250	14	in	in	ADP
fumecheng-11903	250	15	the	the	DET
fumecheng-11903	250	16	wilcoxon	wilcoxon	ADJ
fumecheng-11903	250	17	signed	sign	VERB
fumecheng-11903	250	18	-	-	PUNCT
fumecheng-11903	250	19	rank	rank	NOUN
fumecheng-11903	250	20	test	test	NOUN
fumecheng-11903	250	21	.	.	PUNCT
fumecheng-11903	251	1	if	if	SCONJ
fumecheng-11903	251	2	the	the	DET
fumecheng-11903	251	3	p	p	NOUN
fumecheng-11903	251	4	-	-	PUNCT
fumecheng-11903	251	5	value	value	NOUN
fumecheng-11903	251	6	≤	≤	NUM
fumecheng-11903	251	7	δ	δ	PROPN
fumecheng-11903	251	8	,	,	PUNCT
fumecheng-11903	251	9	it	it	PRON
fumecheng-11903	251	10	indicates	indicate	VERB
fumecheng-11903	251	11	a	a	DET
fumecheng-11903	251	12	significant	significant	ADJ
fumecheng-11903	251	13	difference	difference	NOUN
fumecheng-11903	251	14	in	in	ADP
fumecheng-11903	251	15	performance	performance	NOUN
fumecheng-11903	251	16	between	between	ADP
fumecheng-11903	251	17	the	the	DET
fumecheng-11903	251	18	two	two	NUM
fumecheng-11903	251	19	algorithms	algorithm	NOUN
fumecheng-11903	251	20	.	.	PUNCT
fumecheng-11903	252	1	however	however	ADV
fumecheng-11903	252	2	,	,	PUNCT
fumecheng-11903	252	3	if	if	SCONJ
fumecheng-11903	252	4	the	the	DET
fumecheng-11903	252	5	p	p	NOUN
fumecheng-11903	252	6	-	-	PUNCT
fumecheng-11903	252	7	value	value	NOUN
fumecheng-11903	252	8	>	>	X
fumecheng-11903	252	9	δ	δ	PROPN
fumecheng-11903	252	10	,	,	PUNCT
fumecheng-11903	252	11	there	there	PRON
fumecheng-11903	252	12	is	be	VERB
fumecheng-11903	252	13	no	no	DET
fumecheng-11903	252	14	significant	significant	ADJ
fumecheng-11903	252	15	difference	difference	NOUN
fumecheng-11903	252	16	in	in	ADP
fumecheng-11903	252	17	performance	performance	NOUN
fumecheng-11903	252	18	between	between	ADP
fumecheng-11903	252	19	the	the	DET
fumecheng-11903	252	20	two	two	NUM
fumecheng-11903	252	21	algorithms	algorithm	NOUN
fumecheng-11903	252	22	.	.	PUNCT
fumecheng-11903	253	1	a	a	DET
fumecheng-11903	253	2	novel	novel	ADJ
fumecheng-11903	253	3	discrete	discrete	ADJ
fumecheng-11903	253	4	rat	rat	NOUN
fumecheng-11903	253	5	swarm	swarm	NOUN
fumecheng-11903	253	6	optimization	optimization	NOUN
fumecheng-11903	253	7	algorithm	algorithm	NOUN
fumecheng-11903	253	8	for	for	ADP
fumecheng-11903	253	9	the	the	DET
fumecheng-11903	253	10	quadratic	quadratic	ADJ
fumecheng-11903	253	11	assignment	assignment	NOUN
fumecheng-11903	253	12	problem	problem	NOUN
fumecheng-11903	253	13	547	547	NUM
fumecheng-11903	253	14	in	in	ADP
fumecheng-11903	253	15	tables	table	NOUN
fumecheng-11903	253	16	8	8	NUM
fumecheng-11903	253	17	and	and	CCONJ
fumecheng-11903	253	18	9	9	NUM
fumecheng-11903	253	19	,	,	PUNCT
fumecheng-11903	253	20	we	we	PRON
fumecheng-11903	253	21	conducted	conduct	VERB
fumecheng-11903	253	22	the	the	DET
fumecheng-11903	253	23	wilcoxon	wilcoxon	NOUN
fumecheng-11903	253	24	signed	sign	VERB
fumecheng-11903	253	25	rank	rank	NOUN
fumecheng-11903	253	26	tests	test	NOUN
fumecheng-11903	253	27	to	to	PART
fumecheng-11903	253	28	assess	assess	VERB
fumecheng-11903	253	29	and	and	CCONJ
fumecheng-11903	253	30	compare	compare	VERB
fumecheng-11903	253	31	the	the	DET
fumecheng-11903	253	32	deviation	deviation	NOUN
fumecheng-11903	253	33	and	and	CCONJ
fumecheng-11903	253	34	average	average	ADJ
fumecheng-11903	253	35	time	time	NOUN
fumecheng-11903	253	36	of	of	ADP
fumecheng-11903	253	37	different	different	ADJ
fumecheng-11903	253	38	metaheuristics	metaheuristic	NOUN
fumecheng-11903	253	39	.	.	PUNCT
fumecheng-11903	254	1	table	table	NOUN
fumecheng-11903	254	2	8	8	NUM
fumecheng-11903	254	3	wilcoxon	wilcoxon	NOUN
fumecheng-11903	254	4	signed	sign	VERB
fumecheng-11903	254	5	rank	rank	NOUN
fumecheng-11903	254	6	test	test	NOUN
fumecheng-11903	254	7	applied	apply	VERB
fumecheng-11903	254	8	to	to	ADP
fumecheng-11903	254	9	the	the	DET
fumecheng-11903	254	10	deviation	deviation	NOUN
fumecheng-11903	254	11	of	of	ADP
fumecheng-11903	254	12	metaheuristics	metaheuristic	NOUN
fumecheng-11903	254	13	comparison	comparison	NOUN
fumecheng-11903	255	1	n	n	PRON
fumecheng-11903	255	2	ww+	ww+	NOUN
fumecheng-11903	255	3	p	p	NOUN
fumecheng-11903	255	4	-	-	PUNCT
fumecheng-11903	255	5	value	value	NOUN
fumecheng-11903	255	6	significantly	significantly	ADV
fumecheng-11903	255	7	drso	drso	VERB
fumecheng-11903	255	8	vs	vs	ADP
fumecheng-11903	255	9	dba	dba	PROPN
fumecheng-11903	255	10	20	20	NUM
fumecheng-11903	255	11	-16.00	-16.00	SYM
fumecheng-11903	255	12	173,0	173,0	NUM
fumecheng-11903	255	13	<	<	X
fumecheng-11903	255	14	0,001	0,001	NUM
fumecheng-11903	255	15	yes	yes	INTJ
fumecheng-11903	255	16	drso	drso	NOUN
fumecheng-11903	255	17	vs	vs	ADP
fumecheng-11903	255	18	hpcso	hpcso	NOUN
fumecheng-11903	255	19	17	17	NUM
fumecheng-11903	255	20	0	0	NUM
fumecheng-11903	255	21	200	200	NUM
fumecheng-11903	255	22	0,044	0,044	NUM
fumecheng-11903	256	1	yes	yes	INTJ
fumecheng-11903	256	2	drso	drso	NOUN
fumecheng-11903	256	3	vs	vs	ADP
fumecheng-11903	256	4	gbsa	gbsa	NOUN
fumecheng-11903	256	5	9	9	NUM
fumecheng-11903	256	6	0	0	NUM
fumecheng-11903	256	7	39	39	NUM
fumecheng-11903	256	8	0,031	0,031	NUM
fumecheng-11903	257	1	yes	yes	INTJ
fumecheng-11903	257	2	drso	drso	NOUN
fumecheng-11903	257	3	vs	vs	ADP
fumecheng-11903	257	4	dsso	dsso	NOUN
fumecheng-11903	257	5	14	14	NUM
fumecheng-11903	257	6	-3	-3	SYM
fumecheng-11903	257	7	99	99	NUM
fumecheng-11903	257	8	<	<	X
fumecheng-11903	257	9	,	,	PUNCT
fumecheng-11903	257	10	001	001	NUM
fumecheng-11903	257	11	yes	yes	NOUN
fumecheng-11903	257	12	table	table	NOUN
fumecheng-11903	257	13	9	9	NUM
fumecheng-11903	257	14	wilcoxon	wilcoxon	NOUN
fumecheng-11903	257	15	signed	sign	VERB
fumecheng-11903	257	16	rank	rank	NOUN
fumecheng-11903	257	17	test	test	NOUN
fumecheng-11903	257	18	applied	apply	VERB
fumecheng-11903	257	19	to	to	ADP
fumecheng-11903	257	20	the	the	DET
fumecheng-11903	257	21	avg	avg	NOUN
fumecheng-11903	257	22	time	time	NOUN
fumecheng-11903	257	23	of	of	ADP
fumecheng-11903	257	24	metaheuristics	metaheuristic	NOUN
fumecheng-11903	257	25	comparison	comparison	NOUN
fumecheng-11903	257	26	n	n	PRON
fumecheng-11903	257	27	ww+	ww+	NOUN
fumecheng-11903	257	28	p	p	NOUN
fumecheng-11903	257	29	-	-	PUNCT
fumecheng-11903	257	30	value	value	NOUN
fumecheng-11903	257	31	significantly	significantly	ADV
fumecheng-11903	257	32	(	(	PUNCT
fumecheng-11903	257	33	p	p	X
fumecheng-11903	257	34	<	<	X
fumecheng-11903	257	35	0.05	0.05	NUM
fumecheng-11903	257	36	)	)	PUNCT
fumecheng-11903	257	37	?	?	PUNCT
fumecheng-11903	258	1	drso	drso	NOUN
fumecheng-11903	258	2	vs	vs	ADP
fumecheng-11903	258	3	dba	dba	PROPN
fumecheng-11903	258	4	20	20	NUM
fumecheng-11903	258	5	-3,00	-3,00	PROPN
fumecheng-11903	258	6	187	187	NUM
fumecheng-11903	258	7	<	<	NOUN
fumecheng-11903	258	8	0,001	0,001	NUM
fumecheng-11903	259	1	yes	yes	INTJ
fumecheng-11903	259	2	drso	drso	NOUN
fumecheng-11903	259	3	vs	vs	ADP
fumecheng-11903	259	4	hpcso	hpcso	PROPN
fumecheng-11903	259	5	17	17	NUM
fumecheng-11903	259	6	-8	-8	NUM
fumecheng-11903	259	7	145	145	NUM
fumecheng-11903	259	8	<	<	NOUN
fumecheng-11903	259	9	0,001	0,001	NUM
fumecheng-11903	260	1	yes	yes	INTJ
fumecheng-11903	260	2	drso	drso	NOUN
fumecheng-11903	260	3	vs	vs	ADP
fumecheng-11903	260	4	gbsa	gbsa	NOUN
fumecheng-11903	260	5	9	9	NUM
fumecheng-11903	260	6	-3	-3	SYM
fumecheng-11903	260	7	42	42	NUM
fumecheng-11903	260	8	0,020	0,020	NUM
fumecheng-11903	261	1	yes	yes	INTJ
fumecheng-11903	261	2	drso	drso	NOUN
fumecheng-11903	261	3	vs	vs	ADP
fumecheng-11903	261	4	dsso	dsso	NOUN
fumecheng-11903	261	5	14	14	NUM
fumecheng-11903	261	6	-54,50	-54,50	NUM
fumecheng-11903	262	1	50,50	50,50	NUM
fumecheng-11903	262	2	0,915	0,915	NUM
fumecheng-11903	263	1	no	no	INTJ
fumecheng-11903	263	2	in	in	ADP
fumecheng-11903	263	3	order	order	NOUN
fumecheng-11903	263	4	to	to	PART
fumecheng-11903	263	5	study	study	VERB
fumecheng-11903	263	6	the	the	DET
fumecheng-11903	263	7	quality	quality	NOUN
fumecheng-11903	263	8	of	of	ADP
fumecheng-11903	263	9	drso	drso	NOUN
fumecheng-11903	263	10	,	,	PUNCT
fumecheng-11903	263	11	we	we	PRON
fumecheng-11903	263	12	will	will	AUX
fumecheng-11903	263	13	describe	describe	VERB
fumecheng-11903	263	14	each	each	DET
fumecheng-11903	263	15	comparison	comparison	NOUN
fumecheng-11903	263	16	separately	separately	ADV
fumecheng-11903	263	17	according	accord	VERB
fumecheng-11903	263	18	to	to	ADP
fumecheng-11903	263	19	the	the	DET
fumecheng-11903	263	20	tables	table	NOUN
fumecheng-11903	263	21	above	above	ADV
fumecheng-11903	263	22	.	.	PUNCT
fumecheng-11903	264	1	the	the	DET
fumecheng-11903	264	2	comparison	comparison	NOUN
fumecheng-11903	264	3	of	of	ADP
fumecheng-11903	264	4	drso	drso	NOUN
fumecheng-11903	264	5	with	with	ADP
fumecheng-11903	264	6	other	other	ADJ
fumecheng-11903	264	7	methods	method	NOUN
fumecheng-11903	264	8	is	be	AUX
fumecheng-11903	264	9	based	base	VERB
fumecheng-11903	264	10	on	on	ADP
fumecheng-11903	264	11	three	three	NUM
fumecheng-11903	264	12	important	important	ADJ
fumecheng-11903	264	13	factors	factor	NOUN
fumecheng-11903	264	14	:	:	PUNCT
fumecheng-11903	264	15	the	the	DET
fumecheng-11903	264	16	deviation	deviation	NOUN
fumecheng-11903	264	17	of	of	ADP
fumecheng-11903	264	18	each	each	DET
fumecheng-11903	264	19	algorithm	algorithm	NOUN
fumecheng-11903	264	20	,	,	PUNCT
fumecheng-11903	264	21	the	the	DET
fumecheng-11903	264	22	average	average	ADJ
fumecheng-11903	264	23	time	time	NOUN
fumecheng-11903	264	24	of	of	ADP
fumecheng-11903	264	25	convergence	convergence	NOUN
fumecheng-11903	264	26	to	to	ADP
fumecheng-11903	264	27	the	the	DET
fumecheng-11903	264	28	optimum	optimum	NOUN
fumecheng-11903	264	29	,	,	PUNCT
fumecheng-11903	264	30	and	and	CCONJ
fumecheng-11903	264	31	the	the	DET
fumecheng-11903	264	32	number	number	NOUN
fumecheng-11903	264	33	of	of	ADP
fumecheng-11903	264	34	times	time	NOUN
fumecheng-11903	264	35	each	each	DET
fumecheng-11903	264	36	algorithm	algorithm	NOUN
fumecheng-11903	264	37	reaches	reach	VERB
fumecheng-11903	264	38	the	the	DET
fumecheng-11903	264	39	known	know	VERB
fumecheng-11903	264	40	optimum	optimum	NOUN
fumecheng-11903	264	41	of	of	ADP
fumecheng-11903	264	42	qaplib	qaplib	PROPN
fumecheng-11903	264	43	.	.	PUNCT
fumecheng-11903	265	1	each	each	DET
fumecheng-11903	265	2	comparison	comparison	NOUN
fumecheng-11903	265	3	will	will	AUX
fumecheng-11903	265	4	be	be	AUX
fumecheng-11903	265	5	related	relate	VERB
fumecheng-11903	265	6	to	to	ADP
fumecheng-11903	265	7	the	the	DET
fumecheng-11903	265	8	curves	curve	NOUN
fumecheng-11903	265	9	described	describe	VERB
fumecheng-11903	265	10	above	above	ADP
fumecheng-11903	265	11	from	from	ADP
fumecheng-11903	265	12	each	each	DET
fumecheng-11903	265	13	table	table	NOUN
fumecheng-11903	265	14	.	.	PUNCT
fumecheng-11903	266	1	▪	▪	ADJ
fumecheng-11903	266	2	drso	drso	NOUN
fumecheng-11903	266	3	vs	vs	ADP
fumecheng-11903	266	4	hpcso	hpcso	NOUN
fumecheng-11903	266	5	starting	start	VERB
fumecheng-11903	266	6	with	with	ADP
fumecheng-11903	266	7	the	the	DET
fumecheng-11903	266	8	comparison	comparison	NOUN
fumecheng-11903	266	9	with	with	ADP
fumecheng-11903	266	10	phcso	phcso	NOUN
fumecheng-11903	266	11	in	in	ADP
fumecheng-11903	266	12	table	table	NOUN
fumecheng-11903	266	13	4	4	NUM
fumecheng-11903	266	14	,	,	PUNCT
fumecheng-11903	266	15	we	we	PRON
fumecheng-11903	266	16	found	find	VERB
fumecheng-11903	266	17	that	that	SCONJ
fumecheng-11903	266	18	the	the	DET
fumecheng-11903	266	19	results	result	NOUN
fumecheng-11903	266	20	found	find	VERB
fumecheng-11903	266	21	by	by	ADP
fumecheng-11903	266	22	drso	drso	PROPN
fumecheng-11903	266	23	are	be	AUX
fumecheng-11903	266	24	50	50	NUM
fumecheng-11903	266	25	%	%	NOUN
fumecheng-11903	266	26	better	well	ADV
fumecheng-11903	266	27	(	(	PUNCT
fumecheng-11903	266	28	9	9	NUM
fumecheng-11903	266	29	out	out	ADP
fumecheng-11903	266	30	of	of	ADP
fumecheng-11903	266	31	18	18	NUM
fumecheng-11903	266	32	tests	test	NOUN
fumecheng-11903	266	33	)	)	PUNCT
fumecheng-11903	266	34	than	than	ADP
fumecheng-11903	266	35	phcso	phcso	VERB
fumecheng-11903	266	36	and	and	CCONJ
fumecheng-11903	266	37	are	be	AUX
fumecheng-11903	266	38	50	50	NUM
fumecheng-11903	266	39	%	%	NOUN
fumecheng-11903	266	40	equal	equal	ADJ
fumecheng-11903	266	41	(	(	PUNCT
fumecheng-11903	266	42	9	9	NUM
fumecheng-11903	266	43	out	out	ADP
fumecheng-11903	266	44	of	of	ADP
fumecheng-11903	266	45	18	18	NUM
fumecheng-11903	266	46	tests	test	NOUN
fumecheng-11903	266	47	)	)	PUNCT
fumecheng-11903	266	48	,	,	PUNCT
fumecheng-11903	266	49	while	while	SCONJ
fumecheng-11903	266	50	the	the	DET
fumecheng-11903	266	51	convergence	convergence	NOUN
fumecheng-11903	266	52	is	be	AUX
fumecheng-11903	266	53	100	100	NUM
fumecheng-11903	266	54	%	%	NOUN
fumecheng-11903	266	55	better	well	ADV
fumecheng-11903	266	56	(	(	PUNCT
fumecheng-11903	266	57	18	18	NUM
fumecheng-11903	266	58	out	out	ADP
fumecheng-11903	266	59	of	of	ADP
fumecheng-11903	266	60	18	18	NUM
fumecheng-11903	266	61	tests	test	NOUN
fumecheng-11903	266	62	)	)	PUNCT
fumecheng-11903	266	63	,	,	PUNCT
fumecheng-11903	266	64	which	which	PRON
fumecheng-11903	266	65	means	mean	VERB
fumecheng-11903	266	66	that	that	SCONJ
fumecheng-11903	266	67	drso	drso	PROPN
fumecheng-11903	266	68	requires	require	VERB
fumecheng-11903	266	69	less	less	ADJ
fumecheng-11903	266	70	time	time	NOUN
fumecheng-11903	266	71	and	and	CCONJ
fumecheng-11903	266	72	iteration	iteration	NOUN
fumecheng-11903	266	73	to	to	PART
fumecheng-11903	266	74	converge	converge	VERB
fumecheng-11903	266	75	to	to	ADP
fumecheng-11903	266	76	the	the	DET
fumecheng-11903	266	77	optimum	optimum	NOUN
fumecheng-11903	266	78	.	.	PUNCT
fumecheng-11903	267	1	on	on	ADP
fumecheng-11903	267	2	the	the	DET
fumecheng-11903	267	3	other	other	ADJ
fumecheng-11903	267	4	hand	hand	NOUN
fumecheng-11903	267	5	,	,	PUNCT
fumecheng-11903	267	6	the	the	DET
fumecheng-11903	267	7	deviation	deviation	NOUN
fumecheng-11903	267	8	of	of	ADP
fumecheng-11903	267	9	drso	drso	NOUN
fumecheng-11903	267	10	in	in	ADP
fumecheng-11903	267	11	the	the	DET
fumecheng-11903	267	12	18	18	NUM
fumecheng-11903	267	13	tests	test	NOUN
fumecheng-11903	267	14	is	be	AUX
fumecheng-11903	267	15	less	less	ADJ
fumecheng-11903	267	16	than	than	ADP
fumecheng-11903	267	17	that	that	PRON
fumecheng-11903	267	18	of	of	ADP
fumecheng-11903	267	19	hpcso	hpcso	NOUN
fumecheng-11903	267	20	at	at	ADP
fumecheng-11903	267	21	100	100	NUM
fumecheng-11903	267	22	%	%	NOUN
fumecheng-11903	267	23	which	which	PRON
fumecheng-11903	267	24	shows	show	VERB
fumecheng-11903	267	25	that	that	SCONJ
fumecheng-11903	267	26	the	the	DET
fumecheng-11903	267	27	gap	gap	NOUN
fumecheng-11903	267	28	between	between	ADP
fumecheng-11903	267	29	the	the	DET
fumecheng-11903	267	30	results	result	NOUN
fumecheng-11903	267	31	obtained	obtain	VERB
fumecheng-11903	267	32	by	by	ADP
fumecheng-11903	267	33	this	this	DET
fumecheng-11903	267	34	method	method	NOUN
fumecheng-11903	267	35	and	and	CCONJ
fumecheng-11903	267	36	the	the	DET
fumecheng-11903	267	37	best	well	ADV
fumecheng-11903	267	38	-	-	PUNCT
fumecheng-11903	267	39	known	know	VERB
fumecheng-11903	267	40	value	value	NOUN
fumecheng-11903	267	41	of	of	ADP
fumecheng-11903	267	42	qablib	qablib	PROPN
fumecheng-11903	267	43	is	be	AUX
fumecheng-11903	267	44	very	very	ADV
fumecheng-11903	267	45	large	large	ADJ
fumecheng-11903	267	46	.	.	PUNCT
fumecheng-11903	268	1	concerning	concern	VERB
fumecheng-11903	268	2	the	the	DET
fumecheng-11903	268	3	ability	ability	NOUN
fumecheng-11903	268	4	of	of	ADP
fumecheng-11903	268	5	the	the	DET
fumecheng-11903	268	6	two	two	NUM
fumecheng-11903	268	7	algorithms	algorithm	NOUN
fumecheng-11903	268	8	to	to	PART
fumecheng-11903	268	9	attract	attract	VERB
fumecheng-11903	268	10	the	the	DET
fumecheng-11903	268	11	optimum	optimum	ADJ
fumecheng-11903	268	12	value	value	NOUN
fumecheng-11903	268	13	of	of	ADP
fumecheng-11903	268	14	qablib	qablib	PROPN
fumecheng-11903	268	15	:	:	PUNCT
fumecheng-11903	268	16	drso	drso	PROPN
fumecheng-11903	268	17	was	be	AUX
fumecheng-11903	268	18	able	able	ADJ
fumecheng-11903	268	19	to	to	PART
fumecheng-11903	268	20	attract	attract	VERB
fumecheng-11903	268	21	the	the	DET
fumecheng-11903	268	22	best	good	ADJ
fumecheng-11903	268	23	-	-	PUNCT
fumecheng-11903	268	24	know	know	NOUN
fumecheng-11903	268	25	value	value	NOUN
fumecheng-11903	268	26	in	in	ADP
fumecheng-11903	268	27	13	13	NUM
fumecheng-11903	268	28	instances	instance	NOUN
fumecheng-11903	268	29	among	among	ADP
fumecheng-11903	268	30	the	the	DET
fumecheng-11903	268	31	18	18	NUM
fumecheng-11903	268	32	test	test	NOUN
fumecheng-11903	268	33	instances	instance	NOUN
fumecheng-11903	268	34	at	at	ADP
fumecheng-11903	268	35	72.22	72.22	NUM
fumecheng-11903	268	36	%	%	NOUN
fumecheng-11903	268	37	while	while	SCONJ
fumecheng-11903	268	38	hpcso	hpcso	PROPN
fumecheng-11903	268	39	found	find	VERB
fumecheng-11903	268	40	the	the	DET
fumecheng-11903	268	41	optimum	optimum	NOUN
fumecheng-11903	268	42	for	for	ADP
fumecheng-11903	268	43	8	8	NUM
fumecheng-11903	268	44	instances	instance	NOUN
fumecheng-11903	268	45	among	among	ADP
fumecheng-11903	268	46	18	18	NUM
fumecheng-11903	268	47	i.e.	i.e.	X
fumecheng-11903	268	48	at	at	ADP
fumecheng-11903	268	49	44.44	44.44	NUM
fumecheng-11903	268	50	%	%	NOUN
fumecheng-11903	268	51	with	with	ADP
fumecheng-11903	268	52	a	a	DET
fumecheng-11903	268	53	deference	deference	NOUN
fumecheng-11903	268	54	of	of	ADP
fumecheng-11903	268	55	27	27	NUM
fumecheng-11903	268	56	%	%	NOUN
fumecheng-11903	268	57	.	.	PUNCT
fumecheng-11903	269	1	the	the	DET
fumecheng-11903	269	2	curves	curve	NOUN
fumecheng-11903	269	3	of	of	ADP
fumecheng-11903	269	4	deviation	deviation	NOUN
fumecheng-11903	269	5	and	and	CCONJ
fumecheng-11903	269	6	time	time	NOUN
fumecheng-11903	269	7	in	in	ADP
fumecheng-11903	269	8	fig	fig	NOUN
fumecheng-11903	269	9	.	.	PUNCT
fumecheng-11903	270	1	3	3	NUM
fumecheng-11903	270	2	and	and	CCONJ
fumecheng-11903	270	3	4	4	NUM
fumecheng-11903	270	4	show	show	VERB
fumecheng-11903	270	5	a	a	DET
fumecheng-11903	270	6	large	large	ADJ
fumecheng-11903	270	7	difference	difference	NOUN
fumecheng-11903	270	8	between	between	ADP
fumecheng-11903	270	9	the	the	DET
fumecheng-11903	270	10	two	two	NUM
fumecheng-11903	270	11	algorithms	algorithm	NOUN
fumecheng-11903	270	12	,	,	PUNCT
fumecheng-11903	270	13	and	and	CCONJ
fumecheng-11903	270	14	also	also	ADV
fumecheng-11903	270	15	show	show	VERB
fumecheng-11903	270	16	that	that	SCONJ
fumecheng-11903	270	17	the	the	DET
fumecheng-11903	270	18	dev	dev	NOUN
fumecheng-11903	270	19	(	(	PUNCT
fumecheng-11903	270	20	%	%	INTJ
fumecheng-11903	270	21	)	)	PUNCT
fumecheng-11903	270	22	value	value	NOUN
fumecheng-11903	270	23	of	of	ADP
fumecheng-11903	270	24	drso	drso	NOUN
fumecheng-11903	270	25	is	be	AUX
fumecheng-11903	270	26	very	very	ADV
fumecheng-11903	270	27	close	close	ADJ
fumecheng-11903	270	28	to	to	ADP
fumecheng-11903	270	29	0	0	NUM
fumecheng-11903	270	30	in	in	ADP
fumecheng-11903	270	31	almost	almost	ADV
fumecheng-11903	270	32	all	all	PRON
fumecheng-11903	270	33	instances	instance	NOUN
fumecheng-11903	270	34	which	which	PRON
fumecheng-11903	270	35	justifies	justify	VERB
fumecheng-11903	270	36	that	that	SCONJ
fumecheng-11903	270	37	the	the	DET
fumecheng-11903	270	38	latter	latter	ADJ
fumecheng-11903	270	39	was	be	AUX
fumecheng-11903	270	40	able	able	ADJ
fumecheng-11903	270	41	to	to	PART
fumecheng-11903	270	42	find	find	VERB
fumecheng-11903	270	43	the	the	DET
fumecheng-11903	270	44	optimum	optimum	ADJ
fumecheng-11903	270	45	or	or	CCONJ
fumecheng-11903	270	46	almost	almost	ADV
fumecheng-11903	270	47	in	in	ADP
fumecheng-11903	270	48	most	most	ADJ
fumecheng-11903	270	49	of	of	ADP
fumecheng-11903	270	50	the	the	DET
fumecheng-11903	270	51	tested	test	VERB
fumecheng-11903	270	52	instances	instance	NOUN
fumecheng-11903	270	53	.	.	PUNCT
fumecheng-11903	271	1	▪	▪	ADJ
fumecheng-11903	271	2	drso	drso	NOUN
fumecheng-11903	271	3	vs	vs	ADP
fumecheng-11903	271	4	dsso	dsso	NOUN
fumecheng-11903	271	5	in	in	ADP
fumecheng-11903	271	6	the	the	DET
fumecheng-11903	271	7	comparison	comparison	NOUN
fumecheng-11903	271	8	with	with	ADP
fumecheng-11903	271	9	dsso	dsso	NOUN
fumecheng-11903	271	10	in	in	ADP
fumecheng-11903	271	11	table	table	NOUN
fumecheng-11903	271	12	5	5	NUM
fumecheng-11903	271	13	,	,	PUNCT
fumecheng-11903	271	14	we	we	PRON
fumecheng-11903	271	15	found	find	VERB
fumecheng-11903	271	16	that	that	SCONJ
fumecheng-11903	271	17	the	the	DET
fumecheng-11903	271	18	results	result	NOUN
fumecheng-11903	271	19	found	find	VERB
fumecheng-11903	271	20	by	by	ADP
fumecheng-11903	271	21	drso	drso	PROPN
fumecheng-11903	271	22	are	be	AUX
fumecheng-11903	271	23	35.71	35.71	NUM
fumecheng-11903	271	24	%	%	NOUN
fumecheng-11903	271	25	better	well	ADV
fumecheng-11903	271	26	(	(	PUNCT
fumecheng-11903	271	27	5	5	NUM
fumecheng-11903	271	28	out	out	ADP
fumecheng-11903	271	29	of	of	ADP
fumecheng-11903	271	30	14	14	NUM
fumecheng-11903	271	31	tests	test	NOUN
fumecheng-11903	271	32	)	)	PUNCT
fumecheng-11903	271	33	than	than	ADP
fumecheng-11903	271	34	dsso	dsso	ADJ
fumecheng-11903	271	35	,	,	PUNCT
fumecheng-11903	271	36	50	50	NUM
fumecheng-11903	271	37	%	%	NOUN
fumecheng-11903	271	38	equal	equal	ADJ
fumecheng-11903	271	39	(	(	PUNCT
fumecheng-11903	271	40	7	7	NUM
fumecheng-11903	271	41	out	out	ADP
fumecheng-11903	271	42	of	of	ADP
fumecheng-11903	271	43	14	14	NUM
fumecheng-11903	271	44	tests	test	NOUN
fumecheng-11903	271	45	)	)	PUNCT
fumecheng-11903	271	46	,	,	PUNCT
fumecheng-11903	271	47	and	and	CCONJ
fumecheng-11903	271	48	14.28	14.28	NUM
fumecheng-11903	271	49	%	%	NOUN
fumecheng-11903	271	50	(	(	PUNCT
fumecheng-11903	271	51	2	2	NUM
fumecheng-11903	271	52	548	548	NUM
fumecheng-11903	271	53	t.	t.	NOUN
fumecheng-11903	271	54	mzili	mzili	NOUN
fumecheng-11903	271	55	,	,	PUNCT
fumecheng-11903	271	56	i.	i.	PROPN
fumecheng-11903	271	57	mzili	mzili	PROPN
fumecheng-11903	271	58	,	,	PUNCT
fumecheng-11903	271	59	m.e	m.e	PROPN
fumecheng-11903	271	60	.	.	PROPN
fumecheng-11903	271	61	riffi	riffi	PROPN
fumecheng-11903	271	62	,	,	PUNCT
fumecheng-11903	271	63	d.	d.	PROPN
fumecheng-11903	271	64	pamucar	pamucar	PROPN
fumecheng-11903	271	65	,	,	PUNCT
fumecheng-11903	271	66	v.	v.	PROPN
fumecheng-11903	271	67	simic	simic	PROPN
fumecheng-11903	271	68	,	,	PUNCT
fumecheng-11903	271	69	m.	m.	NOUN
fumecheng-11903	271	70	kurdi	kurdi	PROPN
fumecheng-11903	271	71	out	out	ADP
fumecheng-11903	271	72	of	of	ADP
fumecheng-11903	271	73	14	14	NUM
fumecheng-11903	271	74	tests	test	NOUN
fumecheng-11903	271	75	)	)	PUNCT
fumecheng-11903	271	76	weak	weak	ADJ
fumecheng-11903	271	77	,	,	PUNCT
fumecheng-11903	271	78	while	while	SCONJ
fumecheng-11903	271	79	the	the	DET
fumecheng-11903	271	80	convergence	convergence	NOUN
fumecheng-11903	271	81	is	be	AUX
fumecheng-11903	271	82	57	57	NUM
fumecheng-11903	271	83	%	%	NOUN
fumecheng-11903	271	84	better	well	ADV
fumecheng-11903	271	85	(	(	PUNCT
fumecheng-11903	271	86	8	8	NUM
fumecheng-11903	271	87	tests	test	NOUN
fumecheng-11903	271	88	out	out	ADP
fumecheng-11903	271	89	of	of	ADP
fumecheng-11903	271	90	14	14	NUM
fumecheng-11903	271	91	)	)	PUNCT
fumecheng-11903	271	92	than	than	ADP
fumecheng-11903	271	93	dsso	dsso	NOUN
fumecheng-11903	271	94	while	while	SCONJ
fumecheng-11903	271	95	it	it	PRON
fumecheng-11903	271	96	is	be	AUX
fumecheng-11903	271	97	weak	weak	ADJ
fumecheng-11903	271	98	at	at	ADP
fumecheng-11903	271	99	42.85	42.85	NUM
fumecheng-11903	271	100	%	%	NOUN
fumecheng-11903	271	101	(	(	PUNCT
fumecheng-11903	271	102	6	6	NUM
fumecheng-11903	271	103	tests	test	NOUN
fumecheng-11903	271	104	out	out	ADP
fumecheng-11903	271	105	of	of	ADP
fumecheng-11903	271	106	14	14	NUM
fumecheng-11903	271	107	)	)	PUNCT
fumecheng-11903	271	108	which	which	PRON
fumecheng-11903	271	109	means	mean	VERB
fumecheng-11903	271	110	that	that	SCONJ
fumecheng-11903	271	111	the	the	DET
fumecheng-11903	271	112	methods	method	NOUN
fumecheng-11903	271	113	converge	converge	VERB
fumecheng-11903	271	114	quite	quite	ADV
fumecheng-11903	271	115	close	close	ADV
fumecheng-11903	271	116	and	and	CCONJ
fumecheng-11903	271	117	require	require	VERB
fumecheng-11903	271	118	less	less	ADJ
fumecheng-11903	271	119	time	time	NOUN
fumecheng-11903	271	120	and	and	CCONJ
fumecheng-11903	271	121	iteration	iteration	NOUN
fumecheng-11903	271	122	to	to	PART
fumecheng-11903	271	123	converge	converge	VERB
fumecheng-11903	271	124	to	to	ADP
fumecheng-11903	271	125	the	the	DET
fumecheng-11903	271	126	optimum	optimum	NOUN
fumecheng-11903	271	127	.	.	PUNCT
fumecheng-11903	272	1	on	on	ADP
fumecheng-11903	272	2	the	the	DET
fumecheng-11903	272	3	other	other	ADJ
fumecheng-11903	272	4	hand	hand	NOUN
fumecheng-11903	272	5	,	,	PUNCT
fumecheng-11903	272	6	the	the	DET
fumecheng-11903	272	7	difference	difference	NOUN
fumecheng-11903	272	8	in	in	ADP
fumecheng-11903	272	9	deviation	deviation	NOUN
fumecheng-11903	272	10	between	between	ADP
fumecheng-11903	272	11	the	the	DET
fumecheng-11903	272	12	two	two	NUM
fumecheng-11903	272	13	methods	method	NOUN
fumecheng-11903	272	14	is	be	AUX
fumecheng-11903	272	15	significant	significant	ADJ
fumecheng-11903	272	16	and	and	CCONJ
fumecheng-11903	272	17	we	we	PRON
fumecheng-11903	272	18	can	can	AUX
fumecheng-11903	272	19	see	see	VERB
fumecheng-11903	272	20	that	that	SCONJ
fumecheng-11903	272	21	the	the	DET
fumecheng-11903	272	22	deviation	deviation	NOUN
fumecheng-11903	272	23	values	value	NOUN
fumecheng-11903	272	24	of	of	ADP
fumecheng-11903	272	25	drso	drso	NOUN
fumecheng-11903	272	26	are	be	AUX
fumecheng-11903	272	27	better	well	ADJ
fumecheng-11903	272	28	in	in	ADP
fumecheng-11903	272	29	almost	almost	ADV
fumecheng-11903	272	30	all	all	PRON
fumecheng-11903	272	31	instances	instance	NOUN
fumecheng-11903	272	32	at	at	ADP
fumecheng-11903	272	33	92.8	92.8	NUM
fumecheng-11903	272	34	%	%	NOUN
fumecheng-11903	272	35	(	(	PUNCT
fumecheng-11903	272	36	13	13	NUM
fumecheng-11903	272	37	instances	instance	NOUN
fumecheng-11903	272	38	out	out	ADP
fumecheng-11903	272	39	of	of	ADP
fumecheng-11903	272	40	14	14	NUM
fumecheng-11903	272	41	)	)	PUNCT
fumecheng-11903	272	42	which	which	PRON
fumecheng-11903	272	43	shows	show	VERB
fumecheng-11903	272	44	that	that	SCONJ
fumecheng-11903	272	45	the	the	DET
fumecheng-11903	272	46	difference	difference	NOUN
fumecheng-11903	272	47	between	between	ADP
fumecheng-11903	272	48	the	the	DET
fumecheng-11903	272	49	results	result	NOUN
fumecheng-11903	272	50	obtained	obtain	VERB
fumecheng-11903	272	51	by	by	ADP
fumecheng-11903	272	52	these	these	DET
fumecheng-11903	272	53	methods	method	NOUN
fumecheng-11903	272	54	and	and	CCONJ
fumecheng-11903	272	55	the	the	DET
fumecheng-11903	272	56	best	well	ADV
fumecheng-11903	272	57	-	-	PUNCT
fumecheng-11903	272	58	known	know	VERB
fumecheng-11903	272	59	value	value	NOUN
fumecheng-11903	272	60	of	of	ADP
fumecheng-11903	272	61	qablib	qablib	PROPN
fumecheng-11903	272	62	is	be	AUX
fumecheng-11903	272	63	very	very	ADV
fumecheng-11903	272	64	large	large	ADJ
fumecheng-11903	272	65	.	.	PUNCT
fumecheng-11903	273	1	regarding	regard	VERB
fumecheng-11903	273	2	the	the	DET
fumecheng-11903	273	3	ability	ability	NOUN
fumecheng-11903	273	4	of	of	ADP
fumecheng-11903	273	5	the	the	DET
fumecheng-11903	273	6	two	two	NUM
fumecheng-11903	273	7	algorithms	algorithm	NOUN
fumecheng-11903	273	8	to	to	PART
fumecheng-11903	273	9	attract	attract	VERB
fumecheng-11903	273	10	the	the	DET
fumecheng-11903	273	11	optimal	optimal	ADJ
fumecheng-11903	273	12	value	value	NOUN
fumecheng-11903	273	13	of	of	ADP
fumecheng-11903	273	14	qablib	qablib	PROPN
fumecheng-11903	273	15	:	:	PUNCT
fumecheng-11903	273	16	drso	drso	PROPN
fumecheng-11903	273	17	was	be	AUX
fumecheng-11903	273	18	able	able	ADJ
fumecheng-11903	273	19	to	to	PART
fumecheng-11903	273	20	attract	attract	VERB
fumecheng-11903	273	21	the	the	DET
fumecheng-11903	273	22	best	well	ADV
fumecheng-11903	273	23	-	-	PUNCT
fumecheng-11903	273	24	known	know	VERB
fumecheng-11903	273	25	value	value	NOUN
fumecheng-11903	273	26	in	in	ADP
fumecheng-11903	273	27	13	13	NUM
fumecheng-11903	273	28	instances	instance	NOUN
fumecheng-11903	273	29	among	among	ADP
fumecheng-11903	273	30	the	the	DET
fumecheng-11903	273	31	18	18	NUM
fumecheng-11903	273	32	test	test	NOUN
fumecheng-11903	273	33	instances	instance	NOUN
fumecheng-11903	273	34	at	at	ADP
fumecheng-11903	273	35	72.22	72.22	NUM
fumecheng-11903	273	36	%	%	NOUN
fumecheng-11903	273	37	while	while	SCONJ
fumecheng-11903	273	38	dsso	dsso	NOUN
fumecheng-11903	273	39	found	find	VERB
fumecheng-11903	273	40	the	the	DET
fumecheng-11903	273	41	optimum	optimum	NOUN
fumecheng-11903	273	42	for	for	ADP
fumecheng-11903	273	43	8	8	NUM
fumecheng-11903	273	44	instances	instance	NOUN
fumecheng-11903	273	45	among	among	ADP
fumecheng-11903	273	46	the	the	DET
fumecheng-11903	273	47	18	18	NUM
fumecheng-11903	273	48	,	,	PUNCT
fumecheng-11903	273	49	i.e.	i.e.	X
fumecheng-11903	273	50	at	at	ADP
fumecheng-11903	273	51	44.44	44.44	NUM
fumecheng-11903	273	52	%	%	NOUN
fumecheng-11903	273	53	with	with	ADP
fumecheng-11903	273	54	a	a	DET
fumecheng-11903	273	55	deference	deference	NOUN
fumecheng-11903	273	56	of	of	ADP
fumecheng-11903	273	57	27	27	NUM
fumecheng-11903	273	58	%	%	NOUN
fumecheng-11903	273	59	.	.	PUNCT
fumecheng-11903	274	1	the	the	DET
fumecheng-11903	274	2	curves	curve	NOUN
fumecheng-11903	274	3	i	i	NOUN
fumecheng-11903	274	4	d	d	NOUN
fumecheng-11903	274	5	deviation	deviation	NOUN
fumecheng-11903	274	6	and	and	CCONJ
fumecheng-11903	274	7	time	time	NOUN
fumecheng-11903	274	8	in	in	ADP
fumecheng-11903	274	9	fig	fig	NOUN
fumecheng-11903	274	10	.	.	PUNCT
fumecheng-11903	275	1	5	5	NUM
fumecheng-11903	275	2	and	and	CCONJ
fumecheng-11903	275	3	6	6	NUM
fumecheng-11903	275	4	show	show	VERB
fumecheng-11903	275	5	a	a	DET
fumecheng-11903	275	6	significant	significant	ADJ
fumecheng-11903	275	7	difference	difference	NOUN
fumecheng-11903	275	8	between	between	ADP
fumecheng-11903	275	9	the	the	DET
fumecheng-11903	275	10	two	two	NUM
fumecheng-11903	275	11	algorithms	algorithm	NOUN
fumecheng-11903	275	12	,	,	PUNCT
fumecheng-11903	275	13	and	and	CCONJ
fumecheng-11903	275	14	also	also	ADV
fumecheng-11903	275	15	show	show	VERB
fumecheng-11903	275	16	that	that	SCONJ
fumecheng-11903	275	17	the	the	DET
fumecheng-11903	275	18	value	value	NOUN
fumecheng-11903	275	19	dev	dev	NOUN
fumecheng-11903	275	20	(	(	PUNCT
fumecheng-11903	275	21	%	%	INTJ
fumecheng-11903	275	22	)	)	PUNCT
fumecheng-11903	275	23	of	of	ADP
fumecheng-11903	275	24	drso	drso	NOUN
fumecheng-11903	275	25	is	be	AUX
fumecheng-11903	275	26	lower	low	ADJ
fumecheng-11903	275	27	than	than	ADP
fumecheng-11903	275	28	those	those	PRON
fumecheng-11903	275	29	of	of	ADP
fumecheng-11903	275	30	dsso	dsso	NOUN
fumecheng-11903	275	31	in	in	ADP
fumecheng-11903	275	32	almost	almost	ADV
fumecheng-11903	275	33	all	all	DET
fumecheng-11903	275	34	the	the	DET
fumecheng-11903	275	35	instances	instance	NOUN
fumecheng-11903	275	36	what	what	PRON
fumecheng-11903	275	37	justifies	justify	VERB
fumecheng-11903	275	38	that	that	SCONJ
fumecheng-11903	275	39	this	this	DET
fumecheng-11903	275	40	last	last	ADJ
fumecheng-11903	275	41	one	one	NOUN
fumecheng-11903	275	42	was	be	AUX
fumecheng-11903	275	43	able	able	ADJ
fumecheng-11903	275	44	to	to	PART
fumecheng-11903	275	45	find	find	VERB
fumecheng-11903	275	46	solutions	solution	NOUN
fumecheng-11903	275	47	in	in	ADP
fumecheng-11903	275	48	the	the	DET
fumecheng-11903	275	49	neighborhood	neighborhood	NOUN
fumecheng-11903	275	50	or	or	CCONJ
fumecheng-11903	275	51	equal	equal	ADJ
fumecheng-11903	275	52	to	to	ADP
fumecheng-11903	275	53	the	the	DET
fumecheng-11903	275	54	optimum	optimum	NOUN
fumecheng-11903	275	55	in	in	ADP
fumecheng-11903	275	56	the	the	DET
fumecheng-11903	275	57	majority	majority	NOUN
fumecheng-11903	275	58	of	of	ADP
fumecheng-11903	275	59	the	the	DET
fumecheng-11903	275	60	tested	test	VERB
fumecheng-11903	275	61	instances	instance	NOUN
fumecheng-11903	275	62	,	,	PUNCT
fumecheng-11903	275	63	on	on	ADP
fumecheng-11903	275	64	the	the	DET
fumecheng-11903	275	65	other	other	ADJ
fumecheng-11903	275	66	hand	hand	NOUN
fumecheng-11903	275	67	shows	show	VERB
fumecheng-11903	275	68	the	the	DET
fumecheng-11903	275	69	curve	curve	NOUN
fumecheng-11903	275	70	avg	avg	PROPN
fumecheng-11903	275	71	time	time	NOUN
fumecheng-11903	275	72	mounted	mount	VERB
fumecheng-11903	275	73	that	that	SCONJ
fumecheng-11903	275	74	the	the	DET
fumecheng-11903	275	75	two	two	NUM
fumecheng-11903	275	76	converge	converge	NOUN
fumecheng-11903	275	77	perfectly	perfectly	ADV
fumecheng-11903	275	78	in	in	ADP
fumecheng-11903	275	79	a	a	DET
fumecheng-11903	275	80	reasonable	reasonable	ADJ
fumecheng-11903	275	81	time	time	NOUN
fumecheng-11903	275	82	and	and	CCONJ
fumecheng-11903	275	83	that	that	SCONJ
fumecheng-11903	275	84	the	the	DET
fumecheng-11903	275	85	two	two	NUM
fumecheng-11903	275	86	curves	curve	NOUN
fumecheng-11903	275	87	are	be	AUX
fumecheng-11903	275	88	very	very	ADV
fumecheng-11903	275	89	close	close	ADJ
fumecheng-11903	275	90	in	in	ADP
fumecheng-11903	275	91	almost	almost	ADV
fumecheng-11903	275	92	all	all	DET
fumecheng-11903	275	93	the	the	DET
fumecheng-11903	275	94	test	test	NOUN
fumecheng-11903	275	95	.	.	PUNCT
fumecheng-11903	276	1	▪	▪	ADJ
fumecheng-11903	276	2	drso	drso	NOUN
fumecheng-11903	276	3	vs	vs	ADP
fumecheng-11903	276	4	gbsa	gbsa	NOUN
fumecheng-11903	276	5	in	in	ADP
fumecheng-11903	276	6	the	the	DET
fumecheng-11903	276	7	comparison	comparison	NOUN
fumecheng-11903	276	8	with	with	ADP
fumecheng-11903	276	9	gbsa	gbsa	NOUN
fumecheng-11903	276	10	in	in	ADP
fumecheng-11903	276	11	table	table	NOUN
fumecheng-11903	276	12	6	6	NUM
fumecheng-11903	276	13	,	,	PUNCT
fumecheng-11903	276	14	the	the	DET
fumecheng-11903	276	15	results	result	NOUN
fumecheng-11903	276	16	found	find	VERB
fumecheng-11903	276	17	by	by	ADP
fumecheng-11903	276	18	drso	drso	PROPN
fumecheng-11903	276	19	are	be	AUX
fumecheng-11903	276	20	55.55	55.55	NUM
fumecheng-11903	276	21	%	%	NOUN
fumecheng-11903	276	22	better	well	ADJ
fumecheng-11903	276	23	(	(	PUNCT
fumecheng-11903	276	24	5	5	NUM
fumecheng-11903	276	25	tests	test	NOUN
fumecheng-11903	276	26	out	out	ADP
fumecheng-11903	276	27	of	of	ADP
fumecheng-11903	276	28	9	9	NUM
fumecheng-11903	276	29	)	)	PUNCT
fumecheng-11903	276	30	than	than	ADP
fumecheng-11903	276	31	gbsa	gbsa	PROPN
fumecheng-11903	276	32	,	,	PUNCT
fumecheng-11903	276	33	44.44	44.44	NUM
fumecheng-11903	276	34	%	%	NOUN
fumecheng-11903	276	35	equal	equal	ADJ
fumecheng-11903	276	36	(	(	PUNCT
fumecheng-11903	276	37	4	4	NUM
fumecheng-11903	276	38	tests	test	NOUN
fumecheng-11903	276	39	out	out	ADP
fumecheng-11903	276	40	of	of	ADP
fumecheng-11903	276	41	9	9	NUM
fumecheng-11903	276	42	)	)	PUNCT
fumecheng-11903	276	43	.	.	PUNCT
fumecheng-11903	277	1	while	while	SCONJ
fumecheng-11903	277	2	the	the	DET
fumecheng-11903	277	3	convergence	convergence	NOUN
fumecheng-11903	277	4	is	be	AUX
fumecheng-11903	277	5	77.77	77.77	NUM
fumecheng-11903	277	6	%	%	NOUN
fumecheng-11903	277	7	better	well	ADV
fumecheng-11903	277	8	(	(	PUNCT
fumecheng-11903	277	9	7	7	NUM
fumecheng-11903	277	10	tests	test	NOUN
fumecheng-11903	277	11	out	out	ADP
fumecheng-11903	277	12	of	of	ADP
fumecheng-11903	277	13	9	9	NUM
fumecheng-11903	277	14	)	)	PUNCT
fumecheng-11903	277	15	than	than	ADP
fumecheng-11903	277	16	gbsa	gbsa	NOUN
fumecheng-11903	277	17	while	while	SCONJ
fumecheng-11903	277	18	it	it	PRON
fumecheng-11903	277	19	is	be	AUX
fumecheng-11903	277	20	low	low	ADJ
fumecheng-11903	277	21	at	at	ADP
fumecheng-11903	277	22	22.22	22.22	NUM
fumecheng-11903	277	23	%	%	NOUN
fumecheng-11903	277	24	(	(	PUNCT
fumecheng-11903	277	25	2	2	NUM
fumecheng-11903	277	26	tests	test	NOUN
fumecheng-11903	277	27	out	out	ADP
fumecheng-11903	277	28	of	of	ADP
fumecheng-11903	277	29	9	9	NUM
fumecheng-11903	277	30	)	)	PUNCT
fumecheng-11903	277	31	which	which	PRON
fumecheng-11903	277	32	means	mean	VERB
fumecheng-11903	277	33	that	that	SCONJ
fumecheng-11903	277	34	drso	drso	NOUN
fumecheng-11903	277	35	converges	converge	VERB
fumecheng-11903	277	36	quickly	quickly	ADV
fumecheng-11903	277	37	and	and	CCONJ
fumecheng-11903	277	38	requires	require	VERB
fumecheng-11903	277	39	less	less	ADJ
fumecheng-11903	277	40	time	time	NOUN
fumecheng-11903	277	41	and	and	CCONJ
fumecheng-11903	277	42	iterations	iteration	NOUN
fumecheng-11903	277	43	to	to	PART
fumecheng-11903	277	44	converge	converge	VERB
fumecheng-11903	277	45	to	to	ADP
fumecheng-11903	277	46	the	the	DET
fumecheng-11903	277	47	optimum	optimum	ADJ
fumecheng-11903	277	48	than	than	ADP
fumecheng-11903	277	49	gbsa	gbsa	PROPN
fumecheng-11903	277	50	.	.	PUNCT
fumecheng-11903	278	1	on	on	ADP
fumecheng-11903	278	2	the	the	DET
fumecheng-11903	278	3	other	other	ADJ
fumecheng-11903	278	4	hand	hand	NOUN
fumecheng-11903	278	5	,	,	PUNCT
fumecheng-11903	278	6	the	the	DET
fumecheng-11903	278	7	difference	difference	NOUN
fumecheng-11903	278	8	in	in	ADP
fumecheng-11903	278	9	deviation	deviation	NOUN
fumecheng-11903	278	10	between	between	ADP
fumecheng-11903	278	11	the	the	DET
fumecheng-11903	278	12	two	two	NUM
fumecheng-11903	278	13	methods	method	NOUN
fumecheng-11903	278	14	is	be	AUX
fumecheng-11903	278	15	significant	significant	ADJ
fumecheng-11903	278	16	and	and	CCONJ
fumecheng-11903	278	17	we	we	PRON
fumecheng-11903	278	18	can	can	AUX
fumecheng-11903	278	19	see	see	VERB
fumecheng-11903	278	20	that	that	SCONJ
fumecheng-11903	278	21	the	the	DET
fumecheng-11903	278	22	deviation	deviation	NOUN
fumecheng-11903	278	23	values	value	NOUN
fumecheng-11903	278	24	of	of	ADP
fumecheng-11903	278	25	drso	drso	NOUN
fumecheng-11903	278	26	are	be	AUX
fumecheng-11903	278	27	better	well	ADJ
fumecheng-11903	278	28	in	in	ADP
fumecheng-11903	278	29	almost	almost	ADV
fumecheng-11903	278	30	all	all	PRON
fumecheng-11903	278	31	instances	instance	NOUN
fumecheng-11903	278	32	at	at	ADP
fumecheng-11903	278	33	100	100	NUM
fumecheng-11903	278	34	%	%	NOUN
fumecheng-11903	278	35	(	(	PUNCT
fumecheng-11903	278	36	9	9	NUM
fumecheng-11903	278	37	instances	instance	NOUN
fumecheng-11903	278	38	out	out	ADP
fumecheng-11903	278	39	of	of	ADP
fumecheng-11903	278	40	9	9	NUM
fumecheng-11903	278	41	)	)	PUNCT
fumecheng-11903	278	42	which	which	PRON
fumecheng-11903	278	43	shows	show	VERB
fumecheng-11903	278	44	that	that	SCONJ
fumecheng-11903	278	45	the	the	DET
fumecheng-11903	278	46	difference	difference	NOUN
fumecheng-11903	278	47	between	between	ADP
fumecheng-11903	278	48	the	the	DET
fumecheng-11903	278	49	results	result	NOUN
fumecheng-11903	278	50	obtained	obtain	VERB
fumecheng-11903	278	51	by	by	ADP
fumecheng-11903	278	52	these	these	DET
fumecheng-11903	278	53	methods	method	NOUN
fumecheng-11903	278	54	and	and	CCONJ
fumecheng-11903	278	55	the	the	DET
fumecheng-11903	278	56	best	well	ADV
fumecheng-11903	278	57	-	-	PUNCT
fumecheng-11903	278	58	known	know	VERB
fumecheng-11903	278	59	value	value	NOUN
fumecheng-11903	278	60	of	of	ADP
fumecheng-11903	278	61	qablib	qablib	PROPN
fumecheng-11903	278	62	is	be	AUX
fumecheng-11903	278	63	very	very	ADV
fumecheng-11903	278	64	large	large	ADJ
fumecheng-11903	278	65	and	and	CCONJ
fumecheng-11903	278	66	the	the	DET
fumecheng-11903	278	67	solutions	solution	NOUN
fumecheng-11903	278	68	obtained	obtain	VERB
fumecheng-11903	278	69	by	by	ADP
fumecheng-11903	278	70	drso	drso	PROPN
fumecheng-11903	278	71	are	be	AUX
fumecheng-11903	278	72	all	all	ADV
fumecheng-11903	278	73	closer	close	ADJ
fumecheng-11903	278	74	to	to	ADP
fumecheng-11903	278	75	the	the	DET
fumecheng-11903	278	76	best	good	ADJ
fumecheng-11903	278	77	-	-	PUNCT
fumecheng-11903	278	78	know	know	NOUN
fumecheng-11903	278	79	value	value	NOUN
fumecheng-11903	278	80	of	of	ADP
fumecheng-11903	278	81	qablib	qablib	PROPN
fumecheng-11903	278	82	than	than	ADP
fumecheng-11903	278	83	those	those	PRON
fumecheng-11903	278	84	of	of	ADP
fumecheng-11903	278	85	gbsa	gbsa	NOUN
fumecheng-11903	278	86	this	this	PRON
fumecheng-11903	278	87	can	can	AUX
fumecheng-11903	278	88	be	be	AUX
fumecheng-11903	278	89	clear	clear	ADJ
fumecheng-11903	278	90	also	also	ADV
fumecheng-11903	278	91	in	in	ADP
fumecheng-11903	278	92	fig	fig	NOUN
fumecheng-11903	278	93	.	.	PUNCT
fumecheng-11903	279	1	7	7	X
fumecheng-11903	279	2	.	.	X
fumecheng-11903	279	3	regarding	regard	VERB
fumecheng-11903	279	4	the	the	DET
fumecheng-11903	279	5	ability	ability	NOUN
fumecheng-11903	279	6	of	of	ADP
fumecheng-11903	279	7	the	the	DET
fumecheng-11903	279	8	two	two	NUM
fumecheng-11903	279	9	algorithms	algorithm	NOUN
fumecheng-11903	279	10	to	to	PART
fumecheng-11903	279	11	attract	attract	VERB
fumecheng-11903	279	12	the	the	DET
fumecheng-11903	279	13	optimal	optimal	ADJ
fumecheng-11903	279	14	value	value	NOUN
fumecheng-11903	279	15	of	of	ADP
fumecheng-11903	279	16	qablib	qablib	PROPN
fumecheng-11903	279	17	:	:	PUNCT
fumecheng-11903	279	18	drso	drso	PROPN
fumecheng-11903	279	19	was	be	AUX
fumecheng-11903	279	20	able	able	ADJ
fumecheng-11903	279	21	to	to	PART
fumecheng-11903	279	22	attract	attract	VERB
fumecheng-11903	279	23	the	the	DET
fumecheng-11903	279	24	best	well	ADV
fumecheng-11903	279	25	-	-	PUNCT
fumecheng-11903	279	26	known	know	VERB
fumecheng-11903	279	27	value	value	NOUN
fumecheng-11903	279	28	in	in	ADP
fumecheng-11903	279	29	8	8	NUM
fumecheng-11903	279	30	instances	instance	NOUN
fumecheng-11903	279	31	among	among	ADP
fumecheng-11903	279	32	the	the	DET
fumecheng-11903	279	33	9	9	NUM
fumecheng-11903	279	34	test	test	NOUN
fumecheng-11903	279	35	instances	instance	NOUN
fumecheng-11903	279	36	at	at	ADP
fumecheng-11903	279	37	88.88	88.88	NUM
fumecheng-11903	279	38	%	%	NOUN
fumecheng-11903	279	39	while	while	SCONJ
fumecheng-11903	279	40	gbsa	gbsa	NOUN
fumecheng-11903	279	41	found	find	VERB
fumecheng-11903	279	42	the	the	DET
fumecheng-11903	279	43	optimum	optimum	NOUN
fumecheng-11903	279	44	just	just	ADV
fumecheng-11903	279	45	for	for	ADP
fumecheng-11903	279	46	4	4	NUM
fumecheng-11903	279	47	instances	instance	NOUN
fumecheng-11903	279	48	among	among	ADP
fumecheng-11903	279	49	the	the	DET
fumecheng-11903	279	50	9	9	NUM
fumecheng-11903	279	51	instances	instance	NOUN
fumecheng-11903	279	52	,	,	PUNCT
fumecheng-11903	279	53	that	that	PRON
fumecheng-11903	279	54	is	be	AUX
fumecheng-11903	279	55	at	at	ADP
fumecheng-11903	279	56	44.44	44.44	NUM
fumecheng-11903	279	57	%	%	NOUN
fumecheng-11903	279	58	with	with	ADP
fumecheng-11903	279	59	a	a	DET
fumecheng-11903	279	60	deference	deference	NOUN
fumecheng-11903	279	61	of	of	ADP
fumecheng-11903	279	62	44.44	44.44	NUM
fumecheng-11903	279	63	%	%	NOUN
fumecheng-11903	279	64	.	.	PUNCT
fumecheng-11903	280	1	the	the	DET
fumecheng-11903	280	2	curves	curve	NOUN
fumecheng-11903	280	3	of	of	ADP
fumecheng-11903	280	4	deviation	deviation	NOUN
fumecheng-11903	280	5	and	and	CCONJ
fumecheng-11903	280	6	avg	avg	NOUN
fumecheng-11903	280	7	time	time	NOUN
fumecheng-11903	280	8	of	of	ADP
fumecheng-11903	280	9	fig	fig	NOUN
fumecheng-11903	280	10	.	.	PUNCT
fumecheng-11903	280	11	7	7	NUM
fumecheng-11903	280	12	and	and	CCONJ
fumecheng-11903	280	13	8	8	NUM
fumecheng-11903	280	14	show	show	VERB
fumecheng-11903	280	15	a	a	DET
fumecheng-11903	280	16	very	very	ADV
fumecheng-11903	280	17	significant	significant	ADJ
fumecheng-11903	280	18	difference	difference	NOUN
fumecheng-11903	280	19	between	between	ADP
fumecheng-11903	280	20	the	the	DET
fumecheng-11903	280	21	two	two	NUM
fumecheng-11903	280	22	algorithms	algorithm	NOUN
fumecheng-11903	280	23	,	,	PUNCT
fumecheng-11903	280	24	and	and	CCONJ
fumecheng-11903	280	25	also	also	ADV
fumecheng-11903	280	26	show	show	VERB
fumecheng-11903	280	27	that	that	SCONJ
fumecheng-11903	280	28	the	the	DET
fumecheng-11903	280	29	value	value	NOUN
fumecheng-11903	280	30	dev	dev	NOUN
fumecheng-11903	280	31	(	(	PUNCT
fumecheng-11903	280	32	%	%	INTJ
fumecheng-11903	280	33	)	)	PUNCT
fumecheng-11903	280	34	of	of	ADP
fumecheng-11903	280	35	drso	drso	NOUN
fumecheng-11903	280	36	is	be	AUX
fumecheng-11903	280	37	lower	low	ADJ
fumecheng-11903	280	38	than	than	ADP
fumecheng-11903	280	39	those	those	PRON
fumecheng-11903	280	40	of	of	ADP
fumecheng-11903	280	41	gbsa	gbsa	NOUN
fumecheng-11903	280	42	in	in	ADP
fumecheng-11903	280	43	almost	almost	ADV
fumecheng-11903	280	44	all	all	DET
fumecheng-11903	280	45	the	the	DET
fumecheng-11903	280	46	instances	instance	NOUN
fumecheng-11903	280	47	which	which	PRON
fumecheng-11903	280	48	justifies	justify	VERB
fumecheng-11903	280	49	that	that	SCONJ
fumecheng-11903	280	50	the	the	DET
fumecheng-11903	280	51	latter	latter	ADJ
fumecheng-11903	280	52	was	be	AUX
fumecheng-11903	280	53	able	able	ADJ
fumecheng-11903	280	54	to	to	PART
fumecheng-11903	280	55	find	find	VERB
fumecheng-11903	280	56	solutions	solution	NOUN
fumecheng-11903	280	57	in	in	ADP
fumecheng-11903	280	58	the	the	DET
fumecheng-11903	280	59	neighborhood	neighborhood	NOUN
fumecheng-11903	280	60	or	or	CCONJ
fumecheng-11903	280	61	equal	equal	ADJ
fumecheng-11903	280	62	to	to	ADP
fumecheng-11903	280	63	the	the	DET
fumecheng-11903	280	64	optimum	optimum	NOUN
fumecheng-11903	280	65	in	in	ADP
fumecheng-11903	280	66	almost	almost	ADV
fumecheng-11903	280	67	the	the	DET
fumecheng-11903	280	68	majority	majority	NOUN
fumecheng-11903	280	69	of	of	ADP
fumecheng-11903	280	70	the	the	DET
fumecheng-11903	280	71	tested	test	VERB
fumecheng-11903	280	72	instances	instance	NOUN
fumecheng-11903	280	73	on	on	ADP
fumecheng-11903	280	74	the	the	DET
fumecheng-11903	280	75	other	other	ADJ
fumecheng-11903	280	76	hand	hand	NOUN
fumecheng-11903	280	77	the	the	DET
fumecheng-11903	280	78	curve	curve	NOUN
fumecheng-11903	280	79	avg	avg	PROPN
fumecheng-11903	280	80	time	time	NOUN
fumecheng-11903	280	81	showed	show	VERB
fumecheng-11903	280	82	that	that	SCONJ
fumecheng-11903	280	83	gbsa	gbsa	NOUN
fumecheng-11903	280	84	is	be	AUX
fumecheng-11903	280	85	so	so	ADV
fumecheng-11903	280	86	slow	slow	ADJ
fumecheng-11903	280	87	in	in	ADP
fumecheng-11903	280	88	.	.	PUNCT
fumecheng-11903	281	1	▪	▪	ADJ
fumecheng-11903	281	2	drso	drso	NOUN
fumecheng-11903	281	3	vs	vs	ADP
fumecheng-11903	281	4	dba	dba	PROPN
fumecheng-11903	281	5	finally	finally	ADV
fumecheng-11903	281	6	,	,	PUNCT
fumecheng-11903	281	7	we	we	PRON
fumecheng-11903	281	8	compare	compare	VERB
fumecheng-11903	281	9	our	our	PRON
fumecheng-11903	281	10	method	method	NOUN
fumecheng-11903	281	11	with	with	ADP
fumecheng-11903	281	12	dba	dba	PROPN
fumecheng-11903	281	13	in	in	ADP
fumecheng-11903	281	14	table	table	NOUN
fumecheng-11903	281	15	7	7	NUM
fumecheng-11903	281	16	,	,	PUNCT
fumecheng-11903	281	17	the	the	DET
fumecheng-11903	281	18	results	result	NOUN
fumecheng-11903	281	19	found	find	VERB
fumecheng-11903	281	20	by	by	ADP
fumecheng-11903	281	21	drso	drso	PROPN
fumecheng-11903	281	22	are	be	AUX
fumecheng-11903	281	23	65	65	NUM
fumecheng-11903	281	24	%	%	NOUN
fumecheng-11903	281	25	better	well	ADJ
fumecheng-11903	281	26	(	(	PUNCT
fumecheng-11903	281	27	13	13	NUM
fumecheng-11903	281	28	tests	test	NOUN
fumecheng-11903	281	29	out	out	ADP
fumecheng-11903	281	30	of	of	ADP
fumecheng-11903	281	31	20	20	NUM
fumecheng-11903	281	32	)	)	PUNCT
fumecheng-11903	281	33	than	than	ADP
fumecheng-11903	281	34	dba	dba	PROPN
fumecheng-11903	281	35	,	,	PUNCT
fumecheng-11903	281	36	30	30	NUM
fumecheng-11903	281	37	%	%	NOUN
fumecheng-11903	281	38	equal	equal	ADJ
fumecheng-11903	281	39	(	(	PUNCT
fumecheng-11903	281	40	6	6	NUM
fumecheng-11903	281	41	tests	test	NOUN
fumecheng-11903	281	42	out	out	ADP
fumecheng-11903	281	43	of	of	ADP
fumecheng-11903	281	44	20	20	NUM
fumecheng-11903	281	45	)	)	PUNCT
fumecheng-11903	281	46	and	and	CCONJ
fumecheng-11903	281	47	5	5	NUM
fumecheng-11903	281	48	%	%	NOUN
fumecheng-11903	281	49	(	(	PUNCT
fumecheng-11903	281	50	1	1	NUM
fumecheng-11903	281	51	test	test	NOUN
fumecheng-11903	281	52	out	out	ADP
fumecheng-11903	281	53	of	of	ADP
fumecheng-11903	281	54	20	20	NUM
fumecheng-11903	281	55	)	)	PUNCT
fumecheng-11903	281	56	weak	weak	ADJ
fumecheng-11903	281	57	than	than	ADP
fumecheng-11903	281	58	dba	dba	PROPN
fumecheng-11903	281	59	.	.	PUNCT
fumecheng-11903	282	1	while	while	SCONJ
fumecheng-11903	282	2	the	the	DET
fumecheng-11903	282	3	convergence	convergence	NOUN
fumecheng-11903	282	4	is	be	AUX
fumecheng-11903	282	5	100	100	NUM
fumecheng-11903	282	6	%	%	NOUN
fumecheng-11903	282	7	better	well	ADV
fumecheng-11903	282	8	(	(	PUNCT
fumecheng-11903	282	9	20	20	NUM
fumecheng-11903	282	10	tests	test	NOUN
fumecheng-11903	282	11	out	out	ADP
fumecheng-11903	282	12	of	of	ADP
fumecheng-11903	282	13	20	20	NUM
fumecheng-11903	282	14	)	)	PUNCT
fumecheng-11903	282	15	than	than	ADP
fumecheng-11903	282	16	dba	dba	PROPN
fumecheng-11903	282	17	,	,	PUNCT
fumecheng-11903	282	18	which	which	PRON
fumecheng-11903	282	19	means	mean	VERB
fumecheng-11903	282	20	that	that	SCONJ
fumecheng-11903	282	21	drso	drso	NOUN
fumecheng-11903	282	22	converges	converge	VERB
fumecheng-11903	282	23	quickly	quickly	ADV
fumecheng-11903	282	24	and	and	CCONJ
fumecheng-11903	282	25	requires	require	VERB
fumecheng-11903	282	26	fewer	few	ADJ
fumecheng-11903	282	27	time	time	NOUN
fumecheng-11903	282	28	and	and	CCONJ
fumecheng-11903	282	29	iterations	iteration	NOUN
fumecheng-11903	282	30	to	to	PART
fumecheng-11903	282	31	reach	reach	VERB
fumecheng-11903	282	32	the	the	DET
fumecheng-11903	282	33	optimum	optimum	NOUN
fumecheng-11903	282	34	compared	compare	VERB
fumecheng-11903	282	35	to	to	ADP
fumecheng-11903	282	36	dba	dba	PROPN
fumecheng-11903	282	37	.	.	PUNCT
fumecheng-11903	283	1	on	on	ADP
fumecheng-11903	283	2	the	the	DET
fumecheng-11903	283	3	other	other	ADJ
fumecheng-11903	283	4	hand	hand	NOUN
fumecheng-11903	283	5	,	,	PUNCT
fumecheng-11903	283	6	the	the	DET
fumecheng-11903	283	7	difference	difference	NOUN
fumecheng-11903	283	8	in	in	ADP
fumecheng-11903	283	9	deviation	deviation	NOUN
fumecheng-11903	283	10	between	between	ADP
fumecheng-11903	283	11	the	the	DET
fumecheng-11903	283	12	two	two	NUM
fumecheng-11903	283	13	methods	method	NOUN
fumecheng-11903	283	14	is	be	AUX
fumecheng-11903	283	15	significant	significant	ADJ
fumecheng-11903	283	16	,	,	PUNCT
fumecheng-11903	283	17	and	and	CCONJ
fumecheng-11903	283	18	we	we	PRON
fumecheng-11903	283	19	can	can	AUX
fumecheng-11903	283	20	observe	observe	VERB
fumecheng-11903	283	21	that	that	SCONJ
fumecheng-11903	283	22	the	the	DET
fumecheng-11903	283	23	deviation	deviation	NOUN
fumecheng-11903	283	24	values	value	NOUN
fumecheng-11903	283	25	of	of	ADP
fumecheng-11903	283	26	drso	drso	NOUN
fumecheng-11903	283	27	are	be	AUX
fumecheng-11903	283	28	better	well	ADJ
fumecheng-11903	283	29	in	in	ADP
fumecheng-11903	283	30	almost	almost	ADV
fumecheng-11903	283	31	all	all	PRON
fumecheng-11903	283	32	cases	case	NOUN
fumecheng-11903	283	33	at	at	ADP
fumecheng-11903	283	34	95	95	NUM
fumecheng-11903	283	35	%	%	NOUN
fumecheng-11903	283	36	a	a	DET
fumecheng-11903	283	37	novel	novel	ADJ
fumecheng-11903	283	38	discrete	discrete	ADJ
fumecheng-11903	283	39	rat	rat	NOUN
fumecheng-11903	283	40	swarm	swarm	NOUN
fumecheng-11903	283	41	optimization	optimization	NOUN
fumecheng-11903	283	42	algorithm	algorithm	NOUN
fumecheng-11903	283	43	for	for	ADP
fumecheng-11903	283	44	the	the	DET
fumecheng-11903	283	45	quadratic	quadratic	ADJ
fumecheng-11903	283	46	assignment	assignment	NOUN
fumecheng-11903	283	47	problem	problem	NOUN
fumecheng-11903	283	48	549	549	NUM
fumecheng-11903	283	49	confidence	confidence	NOUN
fumecheng-11903	283	50	level	level	NOUN
fumecheng-11903	283	51	(	(	PUNCT
fumecheng-11903	283	52	19	19	NUM
fumecheng-11903	283	53	cases	case	NOUN
fumecheng-11903	283	54	out	out	ADP
fumecheng-11903	283	55	of	of	ADP
fumecheng-11903	283	56	20	20	NUM
fumecheng-11903	283	57	)	)	PUNCT
fumecheng-11903	283	58	.	.	PUNCT
fumecheng-11903	284	1	this	this	PRON
fumecheng-11903	284	2	indicates	indicate	VERB
fumecheng-11903	284	3	that	that	SCONJ
fumecheng-11903	284	4	the	the	DET
fumecheng-11903	284	5	difference	difference	NOUN
fumecheng-11903	284	6	between	between	ADP
fumecheng-11903	284	7	the	the	DET
fumecheng-11903	284	8	results	result	NOUN
fumecheng-11903	284	9	obtained	obtain	VERB
fumecheng-11903	284	10	by	by	ADP
fumecheng-11903	284	11	these	these	DET
fumecheng-11903	284	12	methods	method	NOUN
fumecheng-11903	284	13	and	and	CCONJ
fumecheng-11903	284	14	the	the	DET
fumecheng-11903	284	15	best	well	ADV
fumecheng-11903	284	16	-	-	PUNCT
fumecheng-11903	284	17	known	know	VERB
fumecheng-11903	284	18	value	value	NOUN
fumecheng-11903	284	19	of	of	ADP
fumecheng-11903	284	20	qablib	qablib	PROPN
fumecheng-11903	284	21	is	be	AUX
fumecheng-11903	284	22	substantial	substantial	ADJ
fumecheng-11903	284	23	.	.	PUNCT
fumecheng-11903	285	1	moreover	moreover	ADV
fumecheng-11903	285	2	,	,	PUNCT
fumecheng-11903	285	3	the	the	DET
fumecheng-11903	285	4	solutions	solution	NOUN
fumecheng-11903	285	5	obtained	obtain	VERB
fumecheng-11903	285	6	by	by	ADP
fumecheng-11903	285	7	drso	drso	PROPN
fumecheng-11903	285	8	are	be	AUX
fumecheng-11903	285	9	all	all	ADV
fumecheng-11903	285	10	closer	close	ADJ
fumecheng-11903	285	11	to	to	ADP
fumecheng-11903	285	12	the	the	DET
fumecheng-11903	285	13	best	well	ADV
fumecheng-11903	285	14	-	-	PUNCT
fumecheng-11903	285	15	known	know	VERB
fumecheng-11903	285	16	value	value	NOUN
fumecheng-11903	285	17	of	of	ADP
fumecheng-11903	285	18	qablib	qablib	NOUN
fumecheng-11903	285	19	compared	compare	VERB
fumecheng-11903	285	20	to	to	ADP
fumecheng-11903	285	21	those	those	PRON
fumecheng-11903	285	22	of	of	ADP
fumecheng-11903	285	23	dba	dba	PROPN
fumecheng-11903	285	24	.	.	PUNCT
fumecheng-11903	286	1	this	this	DET
fumecheng-11903	286	2	clarity	clarity	NOUN
fumecheng-11903	286	3	is	be	AUX
fumecheng-11903	286	4	also	also	ADV
fumecheng-11903	286	5	evident	evident	ADJ
fumecheng-11903	286	6	in	in	ADP
fumecheng-11903	286	7	fig	fig	NOUN
fumecheng-11903	286	8	.	.	PUNCT
fumecheng-11903	287	1	10	10	NUM
fumecheng-11903	287	2	.	.	PUNCT
fumecheng-11903	288	1	regarding	regard	VERB
fumecheng-11903	288	2	the	the	DET
fumecheng-11903	288	3	ability	ability	NOUN
fumecheng-11903	288	4	of	of	ADP
fumecheng-11903	288	5	the	the	DET
fumecheng-11903	288	6	two	two	NUM
fumecheng-11903	288	7	algorithms	algorithm	NOUN
fumecheng-11903	288	8	to	to	PART
fumecheng-11903	288	9	attract	attract	VERB
fumecheng-11903	288	10	the	the	DET
fumecheng-11903	288	11	optimal	optimal	ADJ
fumecheng-11903	288	12	value	value	NOUN
fumecheng-11903	288	13	of	of	ADP
fumecheng-11903	288	14	qablib	qablib	PROPN
fumecheng-11903	288	15	:	:	PUNCT
fumecheng-11903	288	16	drso	drso	PROPN
fumecheng-11903	288	17	was	be	AUX
fumecheng-11903	288	18	able	able	ADJ
fumecheng-11903	288	19	to	to	PART
fumecheng-11903	288	20	attract	attract	VERB
fumecheng-11903	288	21	the	the	DET
fumecheng-11903	288	22	best	well	ADV
fumecheng-11903	288	23	-	-	PUNCT
fumecheng-11903	288	24	known	know	VERB
fumecheng-11903	288	25	value	value	NOUN
fumecheng-11903	288	26	in	in	ADP
fumecheng-11903	288	27	15	15	NUM
fumecheng-11903	288	28	instances	instance	NOUN
fumecheng-11903	288	29	among	among	ADP
fumecheng-11903	288	30	the	the	DET
fumecheng-11903	288	31	20	20	NUM
fumecheng-11903	288	32	test	test	NOUN
fumecheng-11903	288	33	instances	instance	NOUN
fumecheng-11903	288	34	at	at	ADP
fumecheng-11903	288	35	75	75	NUM
fumecheng-11903	288	36	%	%	NOUN
fumecheng-11903	288	37	while	while	SCONJ
fumecheng-11903	288	38	dba	dba	PROPN
fumecheng-11903	288	39	found	find	VERB
fumecheng-11903	288	40	the	the	DET
fumecheng-11903	288	41	optimum	optimum	NOUN
fumecheng-11903	288	42	only	only	ADV
fumecheng-11903	288	43	for	for	ADP
fumecheng-11903	288	44	7	7	NUM
fumecheng-11903	288	45	instances	instance	NOUN
fumecheng-11903	288	46	among	among	ADP
fumecheng-11903	288	47	the	the	DET
fumecheng-11903	288	48	20	20	NUM
fumecheng-11903	288	49	instances	instance	NOUN
fumecheng-11903	288	50	,	,	PUNCT
fumecheng-11903	288	51	i.e.	i.e.	X
fumecheng-11903	288	52	at	at	ADP
fumecheng-11903	288	53	35	35	NUM
fumecheng-11903	288	54	%	%	NOUN
fumecheng-11903	288	55	with	with	ADP
fumecheng-11903	288	56	a	a	DET
fumecheng-11903	288	57	deference	deference	NOUN
fumecheng-11903	288	58	of	of	ADP
fumecheng-11903	288	59	40	40	NUM
fumecheng-11903	288	60	%	%	NOUN
fumecheng-11903	288	61	.	.	PUNCT
fumecheng-11903	289	1	curves	curve	NOUN
fumecheng-11903	289	2	of	of	ADP
fumecheng-11903	289	3	deviation	deviation	NOUN
fumecheng-11903	289	4	and	and	CCONJ
fumecheng-11903	289	5	time	time	NOUN
fumecheng-11903	289	6	in	in	ADP
fumecheng-11903	289	7	fig	fig	NOUN
fumecheng-11903	289	8	.	.	PUNCT
fumecheng-11903	290	1	9	9	NUM
fumecheng-11903	290	2	and	and	CCONJ
fumecheng-11903	290	3	10	10	NUM
fumecheng-11903	290	4	show	show	VERB
fumecheng-11903	290	5	a	a	DET
fumecheng-11903	290	6	very	very	ADV
fumecheng-11903	290	7	significant	significant	ADJ
fumecheng-11903	290	8	difference	difference	NOUN
fumecheng-11903	290	9	between	between	ADP
fumecheng-11903	290	10	the	the	DET
fumecheng-11903	290	11	two	two	NUM
fumecheng-11903	290	12	algorithms	algorithm	NOUN
fumecheng-11903	290	13	,	,	PUNCT
fumecheng-11903	290	14	and	and	CCONJ
fumecheng-11903	290	15	also	also	ADV
fumecheng-11903	290	16	show	show	VERB
fumecheng-11903	290	17	that	that	SCONJ
fumecheng-11903	290	18	the	the	DET
fumecheng-11903	290	19	dev	dev	NOUN
fumecheng-11903	290	20	(	(	PUNCT
fumecheng-11903	290	21	%	%	INTJ
fumecheng-11903	290	22	)	)	PUNCT
fumecheng-11903	290	23	value	value	NOUN
fumecheng-11903	290	24	of	of	ADP
fumecheng-11903	290	25	drso	drso	NOUN
fumecheng-11903	290	26	is	be	AUX
fumecheng-11903	290	27	lower	low	ADJ
fumecheng-11903	290	28	than	than	ADP
fumecheng-11903	290	29	those	those	PRON
fumecheng-11903	290	30	of	of	ADP
fumecheng-11903	290	31	dba	dba	NOUN
fumecheng-11903	290	32	in	in	ADP
fumecheng-11903	290	33	several	several	ADJ
fumecheng-11903	290	34	instances	instance	NOUN
fumecheng-11903	290	35	which	which	PRON
fumecheng-11903	290	36	justifies	justify	VERB
fumecheng-11903	290	37	that	that	SCONJ
fumecheng-11903	290	38	the	the	DET
fumecheng-11903	290	39	latter	latter	ADJ
fumecheng-11903	290	40	was	be	AUX
fumecheng-11903	290	41	able	able	ADJ
fumecheng-11903	290	42	to	to	PART
fumecheng-11903	290	43	find	find	VERB
fumecheng-11903	290	44	solutions	solution	NOUN
fumecheng-11903	290	45	the	the	DET
fumecheng-11903	290	46	neighborhood	neighborhood	NOUN
fumecheng-11903	290	47	or	or	CCONJ
fumecheng-11903	290	48	equal	equal	ADJ
fumecheng-11903	290	49	to	to	ADP
fumecheng-11903	290	50	the	the	DET
fumecheng-11903	290	51	optimum	optimum	NOUN
fumecheng-11903	290	52	in	in	ADP
fumecheng-11903	290	53	almost	almost	ADV
fumecheng-11903	290	54	the	the	DET
fumecheng-11903	290	55	majority	majority	NOUN
fumecheng-11903	290	56	of	of	ADP
fumecheng-11903	290	57	the	the	DET
fumecheng-11903	290	58	tested	test	VERB
fumecheng-11903	290	59	instances	instance	NOUN
fumecheng-11903	290	60	;	;	PUNCT
fumecheng-11903	290	61	on	on	ADP
fumecheng-11903	290	62	the	the	DET
fumecheng-11903	290	63	other	other	ADJ
fumecheng-11903	290	64	hand	hand	NOUN
fumecheng-11903	290	65	,	,	PUNCT
fumecheng-11903	290	66	the	the	DET
fumecheng-11903	290	67	avg	avg	PROPN
fumecheng-11903	290	68	time	time	PROPN
fumecheng-11903	290	69	curve	curve	NOUN
fumecheng-11903	290	70	showed	show	VERB
fumecheng-11903	290	71	that	that	SCONJ
fumecheng-11903	290	72	dba	dba	PROPN
fumecheng-11903	290	73	is	be	AUX
fumecheng-11903	290	74	very	very	ADV
fumecheng-11903	290	75	slow	slow	ADJ
fumecheng-11903	290	76	in	in	ADP
fumecheng-11903	290	77	the	the	DET
fumecheng-11903	290	78	large	large	ADJ
fumecheng-11903	290	79	instances	instance	NOUN
fumecheng-11903	290	80	which	which	PRON
fumecheng-11903	290	81	contain	contain	VERB
fumecheng-11903	290	82	more	more	ADJ
fumecheng-11903	290	83	facility	facility	NOUN
fumecheng-11903	290	84	.	.	PUNCT
fumecheng-11903	291	1	the	the	DET
fumecheng-11903	291	2	superior	superior	ADJ
fumecheng-11903	291	3	performance	performance	NOUN
fumecheng-11903	291	4	of	of	ADP
fumecheng-11903	291	5	drso	drso	PROPN
fumecheng-11903	291	6	is	be	AUX
fumecheng-11903	291	7	attributed	attribute	VERB
fumecheng-11903	291	8	to	to	ADP
fumecheng-11903	291	9	the	the	DET
fumecheng-11903	291	10	behavior	behavior	NOUN
fumecheng-11903	291	11	of	of	ADP
fumecheng-11903	291	12	the	the	DET
fumecheng-11903	291	13	rats	rat	NOUN
fumecheng-11903	291	14	and	and	CCONJ
fumecheng-11903	291	15	their	their	PRON
fumecheng-11903	291	16	ability	ability	NOUN
fumecheng-11903	291	17	to	to	PART
fumecheng-11903	291	18	efficiently	efficiently	ADV
fumecheng-11903	291	19	share	share	VERB
fumecheng-11903	291	20	and	and	CCONJ
fumecheng-11903	291	21	exploit	exploit	VERB
fumecheng-11903	291	22	information	information	NOUN
fumecheng-11903	291	23	,	,	PUNCT
fumecheng-11903	291	24	as	as	ADV
fumecheng-11903	291	25	well	well	ADV
fumecheng-11903	291	26	as	as	ADP
fumecheng-11903	291	27	rapidly	rapidly	ADV
fumecheng-11903	291	28	explore	explore	VERB
fumecheng-11903	291	29	the	the	DET
fumecheng-11903	291	30	entire	entire	ADJ
fumecheng-11903	291	31	search	search	NOUN
fumecheng-11903	291	32	space	space	NOUN
fumecheng-11903	291	33	.	.	PUNCT
fumecheng-11903	292	1	these	these	DET
fumecheng-11903	292	2	statistical	statistical	ADJ
fumecheng-11903	292	3	analyzes	analyze	NOUN
fumecheng-11903	292	4	can	can	AUX
fumecheng-11903	292	5	be	be	AUX
fumecheng-11903	292	6	evaluated	evaluate	VERB
fumecheng-11903	292	7	and	and	CCONJ
fumecheng-11903	292	8	confirmed	confirm	VERB
fumecheng-11903	292	9	by	by	ADP
fumecheng-11903	292	10	the	the	DET
fumecheng-11903	292	11	results	result	NOUN
fumecheng-11903	292	12	of	of	ADP
fumecheng-11903	292	13	the	the	DET
fumecheng-11903	292	14	wilcoxon	wilcoxon	NOUN
fumecheng-11903	292	15	signed	sign	VERB
fumecheng-11903	292	16	rank	rank	NOUN
fumecheng-11903	292	17	tests	test	NOUN
fumecheng-11903	292	18	carried	carry	VERB
fumecheng-11903	292	19	out	out	ADP
fumecheng-11903	292	20	and	and	CCONJ
fumecheng-11903	292	21	cited	cite	VERB
fumecheng-11903	292	22	in	in	ADP
fumecheng-11903	292	23	the	the	DET
fumecheng-11903	292	24	tables	table	NOUN
fumecheng-11903	292	25	8	8	NUM
fumecheng-11903	292	26	and	and	CCONJ
fumecheng-11903	292	27	9	9	NUM
fumecheng-11903	292	28	,	,	PUNCT
fumecheng-11903	292	29	in	in	ADP
fumecheng-11903	292	30	these	these	DET
fumecheng-11903	292	31	tests	test	NOUN
fumecheng-11903	292	32	,	,	PUNCT
fumecheng-11903	292	33	it	it	PRON
fumecheng-11903	292	34	will	will	AUX
fumecheng-11903	292	35	be	be	AUX
fumecheng-11903	292	36	found	find	VERB
fumecheng-11903	292	37	that	that	SCONJ
fumecheng-11903	292	38	the	the	DET
fumecheng-11903	292	39	difference	difference	NOUN
fumecheng-11903	292	40	in	in	ADP
fumecheng-11903	292	41	a	a	DET
fumecheng-11903	292	42	deviation	deviation	NOUN
fumecheng-11903	292	43	between	between	ADP
fumecheng-11903	292	44	drso	drso	NOUN
fumecheng-11903	292	45	and	and	CCONJ
fumecheng-11903	292	46	the	the	DET
fumecheng-11903	292	47	other	other	ADJ
fumecheng-11903	292	48	methods	method	NOUN
fumecheng-11903	292	49	is	be	AUX
fumecheng-11903	292	50	very	very	ADV
fumecheng-11903	292	51	significant	significant	ADJ
fumecheng-11903	292	52	.	.	PUNCT
fumecheng-11903	293	1	at	at	ADP
fumecheng-11903	293	2	α=0.05	α=0.05	NOUN
fumecheng-11903	293	3	in	in	ADP
fumecheng-11903	293	4	a	a	DET
fumecheng-11903	293	5	95	95	NUM
fumecheng-11903	293	6	%	%	NOUN
fumecheng-11903	293	7	confidence	confidence	NOUN
fumecheng-11903	293	8	interval	interval	NOUN
fumecheng-11903	293	9	,	,	PUNCT
fumecheng-11903	293	10	which	which	PRON
fumecheng-11903	293	11	confirms	confirm	VERB
fumecheng-11903	293	12	the	the	DET
fumecheng-11903	293	13	results	result	NOUN
fumecheng-11903	293	14	of	of	ADP
fumecheng-11903	293	15	the	the	DET
fumecheng-11903	293	16	analyzes	analyze	NOUN
fumecheng-11903	293	17	carried	carry	VERB
fumecheng-11903	293	18	out	out	ADP
fumecheng-11903	293	19	below	below	ADV
fumecheng-11903	293	20	,	,	PUNCT
fumecheng-11903	293	21	and	and	CCONJ
fumecheng-11903	293	22	justifies	justify	VERB
fumecheng-11903	293	23	that	that	SCONJ
fumecheng-11903	293	24	the	the	DET
fumecheng-11903	293	25	results	result	NOUN
fumecheng-11903	293	26	and	and	CCONJ
fumecheng-11903	293	27	the	the	DET
fumecheng-11903	293	28	solutions	solution	NOUN
fumecheng-11903	293	29	obtained	obtain	VERB
fumecheng-11903	293	30	by	by	ADP
fumecheng-11903	293	31	drso	drso	PROPN
fumecheng-11903	293	32	are	be	AUX
fumecheng-11903	293	33	much	much	ADV
fumecheng-11903	293	34	closer	close	ADJ
fumecheng-11903	293	35	or	or	CCONJ
fumecheng-11903	293	36	equal	equal	ADJ
fumecheng-11903	293	37	to	to	ADP
fumecheng-11903	293	38	the	the	DET
fumecheng-11903	293	39	optimum	optimum	NOUN
fumecheng-11903	293	40	.	.	PUNCT
fumecheng-11903	294	1	on	on	ADP
fumecheng-11903	294	2	the	the	DET
fumecheng-11903	294	3	other	other	ADJ
fumecheng-11903	294	4	hand	hand	NOUN
fumecheng-11903	294	5	,	,	PUNCT
fumecheng-11903	294	6	the	the	DET
fumecheng-11903	294	7	wsr	wsr	PROPN
fumecheng-11903	294	8	test	test	NOUN
fumecheng-11903	294	9	described	describe	VERB
fumecheng-11903	294	10	in	in	ADP
fumecheng-11903	294	11	table	table	NOUN
fumecheng-11903	294	12	9	9	NUM
fumecheng-11903	294	13	confirms	confirm	VERB
fumecheng-11903	294	14	that	that	SCONJ
fumecheng-11903	294	15	the	the	DET
fumecheng-11903	294	16	difference	difference	NOUN
fumecheng-11903	294	17	in	in	ADP
fumecheng-11903	294	18	mean	mean	PROPN
fumecheng-11903	294	19	times	time	NOUN
fumecheng-11903	294	20	between	between	ADP
fumecheng-11903	294	21	drso	drso	PROPN
fumecheng-11903	294	22	and	and	CCONJ
fumecheng-11903	294	23	dba	dba	NOUN
fumecheng-11903	294	24	,	,	PUNCT
fumecheng-11903	294	25	gbsa	gbsa	PROPN
fumecheng-11903	294	26	,	,	PUNCT
fumecheng-11903	294	27	phcso	phcso	PROPN
fumecheng-11903	294	28	are	be	AUX
fumecheng-11903	294	29	so	so	ADV
fumecheng-11903	294	30	significant	significant	ADJ
fumecheng-11903	294	31	at	at	ADP
fumecheng-11903	294	32	α=0.05	α=0.05	NOUN
fumecheng-11903	294	33	in	in	ADP
fumecheng-11903	294	34	a	a	DET
fumecheng-11903	294	35	95	95	NUM
fumecheng-11903	294	36	%	%	NOUN
fumecheng-11903	294	37	confidence	confidence	NOUN
fumecheng-11903	294	38	interval	interval	NOUN
fumecheng-11903	294	39	,	,	PUNCT
fumecheng-11903	294	40	whereas	whereas	SCONJ
fumecheng-11903	294	41	the	the	DET
fumecheng-11903	294	42	difference	difference	NOUN
fumecheng-11903	294	43	with	with	ADP
fumecheng-11903	294	44	dsso	dsso	NOUN
fumecheng-11903	294	45	and	and	CCONJ
fumecheng-11903	294	46	insignificant	insignificant	ADJ
fumecheng-11903	294	47	and	and	CCONJ
fumecheng-11903	294	48	almost	almost	ADV
fumecheng-11903	294	49	zero	zero	NUM
fumecheng-11903	294	50	,	,	PUNCT
fumecheng-11903	294	51	which	which	PRON
fumecheng-11903	294	52	confirms	confirm	VERB
fumecheng-11903	294	53	the	the	DET
fumecheng-11903	294	54	analyses	analysis	NOUN
fumecheng-11903	294	55	,	,	PUNCT
fumecheng-11903	294	56	and	and	CCONJ
fumecheng-11903	294	57	approves	approve	VERB
fumecheng-11903	294	58	that	that	SCONJ
fumecheng-11903	294	59	the	the	DET
fumecheng-11903	294	60	drso	drso	NOUN
fumecheng-11903	294	61	converges	converge	VERB
fumecheng-11903	294	62	quickly	quickly	ADV
fumecheng-11903	294	63	and	and	CCONJ
fumecheng-11903	294	64	requires	require	VERB
fumecheng-11903	294	65	months	month	NOUN
fumecheng-11903	294	66	of	of	ADP
fumecheng-11903	294	67	iteration	iteration	NOUN
fumecheng-11903	294	68	time	time	NOUN
fumecheng-11903	294	69	to	to	PART
fumecheng-11903	294	70	find	find	VERB
fumecheng-11903	294	71	solutions	solution	NOUN
fumecheng-11903	294	72	equal	equal	ADJ
fumecheng-11903	294	73	to	to	ADP
fumecheng-11903	294	74	or	or	CCONJ
fumecheng-11903	294	75	closer	close	ADJ
fumecheng-11903	294	76	to	to	ADP
fumecheng-11903	294	77	the	the	DET
fumecheng-11903	294	78	optimum	optimum	NOUN
fumecheng-11903	294	79	,	,	PUNCT
fumecheng-11903	294	80	and	and	CCONJ
fumecheng-11903	294	81	at	at	ADP
fumecheng-11903	294	82	the	the	DET
fumecheng-11903	294	83	same	same	ADJ
fumecheng-11903	294	84	level	level	NOUN
fumecheng-11903	294	85	as	as	ADP
fumecheng-11903	294	86	the	the	DET
fumecheng-11903	294	87	dsso	dsso	NOUN
fumecheng-11903	294	88	but	but	CCONJ
fumecheng-11903	294	89	just	just	ADV
fumecheng-11903	294	90	in	in	ADP
fumecheng-11903	294	91	convergence	convergence	NOUN
fumecheng-11903	294	92	time	time	NOUN
fumecheng-11903	294	93	.	.	PUNCT
fumecheng-11903	295	1	7	7	X
fumecheng-11903	295	2	.	.	X
fumecheng-11903	295	3	conclusions	conclusion	NOUN
fumecheng-11903	295	4	in	in	ADP
fumecheng-11903	295	5	conclusion	conclusion	NOUN
fumecheng-11903	295	6	,	,	PUNCT
fumecheng-11903	295	7	the	the	DET
fumecheng-11903	295	8	discrete	discrete	ADJ
fumecheng-11903	295	9	rat	rat	NOUN
fumecheng-11903	295	10	swarm	swarm	NOUN
fumecheng-11903	295	11	optimizer	optimizer	NOUN
fumecheng-11903	295	12	(	(	PUNCT
fumecheng-11903	295	13	drso	drso	PROPN
fumecheng-11903	295	14	)	)	PUNCT
fumecheng-11903	295	15	algorithm	algorithm	NOUN
fumecheng-11903	295	16	has	have	AUX
fumecheng-11903	295	17	demonstrated	demonstrate	VERB
fumecheng-11903	295	18	great	great	ADJ
fumecheng-11903	295	19	potential	potential	NOUN
fumecheng-11903	295	20	in	in	ADP
fumecheng-11903	295	21	solving	solve	VERB
fumecheng-11903	295	22	the	the	DET
fumecheng-11903	295	23	discrete	discrete	ADJ
fumecheng-11903	295	24	quadratic	quadratic	ADJ
fumecheng-11903	295	25	assignment	assignment	NOUN
fumecheng-11903	295	26	problem	problem	NOUN
fumecheng-11903	295	27	(	(	PUNCT
fumecheng-11903	295	28	qap	qap	NOUN
fumecheng-11903	295	29	)	)	PUNCT
fumecheng-11903	295	30	.	.	PUNCT
fumecheng-11903	296	1	the	the	DET
fumecheng-11903	296	2	algorithm	algorithm	NOUN
fumecheng-11903	296	3	has	have	AUX
fumecheng-11903	296	4	shown	show	VERB
fumecheng-11903	296	5	effectiveness	effectiveness	NOUN
fumecheng-11903	296	6	in	in	ADP
fumecheng-11903	296	7	finding	find	VERB
fumecheng-11903	296	8	high	high	ADJ
fumecheng-11903	296	9	-	-	PUNCT
fumecheng-11903	296	10	quality	quality	NOUN
fumecheng-11903	296	11	solutions	solution	NOUN
fumecheng-11903	296	12	and	and	CCONJ
fumecheng-11903	296	13	has	have	AUX
fumecheng-11903	296	14	outperformed	outperform	VERB
fumecheng-11903	296	15	existing	exist	VERB
fumecheng-11903	296	16	algorithms	algorithm	NOUN
fumecheng-11903	296	17	in	in	ADP
fumecheng-11903	296	18	numerous	numerous	ADJ
fumecheng-11903	296	19	instances	instance	NOUN
fumecheng-11903	296	20	.	.	PUNCT
fumecheng-11903	297	1	the	the	DET
fumecheng-11903	297	2	algorithm	algorithm	NOUN
fumecheng-11903	297	3	's	's	PART
fumecheng-11903	297	4	advantages	advantage	NOUN
fumecheng-11903	297	5	,	,	PUNCT
fumecheng-11903	297	6	such	such	ADJ
fumecheng-11903	297	7	as	as	ADP
fumecheng-11903	297	8	its	its	PRON
fumecheng-11903	297	9	simplicity	simplicity	NOUN
fumecheng-11903	297	10	,	,	PUNCT
fumecheng-11903	297	11	access	access	NOUN
fumecheng-11903	297	12	to	to	ADP
fumecheng-11903	297	13	the	the	DET
fumecheng-11903	297	14	entire	entire	ADJ
fumecheng-11903	297	15	search	search	NOUN
fumecheng-11903	297	16	space	space	NOUN
fumecheng-11903	297	17	,	,	PUNCT
fumecheng-11903	297	18	and	and	CCONJ
fumecheng-11903	297	19	a	a	DET
fumecheng-11903	297	20	balanced	balanced	ADJ
fumecheng-11903	297	21	approach	approach	NOUN
fumecheng-11903	297	22	between	between	ADP
fumecheng-11903	297	23	exploration	exploration	NOUN
fumecheng-11903	297	24	and	and	CCONJ
fumecheng-11903	297	25	exploitation	exploitation	NOUN
fumecheng-11903	297	26	,	,	PUNCT
fumecheng-11903	297	27	contribute	contribute	VERB
fumecheng-11903	297	28	to	to	ADP
fumecheng-11903	297	29	its	its	PRON
fumecheng-11903	297	30	success	success	NOUN
fumecheng-11903	297	31	.	.	PUNCT
fumecheng-11903	298	1	additionally	additionally	ADV
fumecheng-11903	298	2	,	,	PUNCT
fumecheng-11903	298	3	the	the	DET
fumecheng-11903	298	4	algorithm	algorithm	NOUN
fumecheng-11903	298	5	has	have	AUX
fumecheng-11903	298	6	proven	prove	VERB
fumecheng-11903	298	7	its	its	PRON
fumecheng-11903	298	8	capability	capability	NOUN
fumecheng-11903	298	9	by	by	ADP
fumecheng-11903	298	10	solving	solve	VERB
fumecheng-11903	298	11	various	various	ADJ
fumecheng-11903	298	12	discrete	discrete	ADJ
fumecheng-11903	298	13	problems	problem	NOUN
fumecheng-11903	298	14	,	,	PUNCT
fumecheng-11903	298	15	including	include	VERB
fumecheng-11903	298	16	the	the	DET
fumecheng-11903	298	17	well	well	ADV
fumecheng-11903	298	18	-	-	PUNCT
fumecheng-11903	298	19	known	know	VERB
fumecheng-11903	298	20	discrete	discrete	ADJ
fumecheng-11903	298	21	traveling	travel	VERB
fumecheng-11903	298	22	salesperson	salesperson	PROPN
fumecheng-11903	298	23	problem	problem	NOUN
fumecheng-11903	298	24	.	.	PUNCT
fumecheng-11903	299	1	this	this	DET
fumecheng-11903	299	2	study	study	NOUN
fumecheng-11903	299	3	's	's	PART
fumecheng-11903	299	4	contributions	contribution	NOUN
fumecheng-11903	299	5	are	be	AUX
fumecheng-11903	299	6	significant	significant	ADJ
fumecheng-11903	299	7	in	in	ADP
fumecheng-11903	299	8	several	several	ADJ
fumecheng-11903	299	9	aspects	aspect	NOUN
fumecheng-11903	299	10	.	.	PUNCT
fumecheng-11903	300	1	firstly	firstly	ADV
fumecheng-11903	300	2	,	,	PUNCT
fumecheng-11903	300	3	it	it	PRON
fumecheng-11903	300	4	introduces	introduce	VERB
fumecheng-11903	300	5	the	the	DET
fumecheng-11903	300	6	drso	drso	NOUN
fumecheng-11903	300	7	algorithm	algorithm	NOUN
fumecheng-11903	300	8	as	as	ADP
fumecheng-11903	300	9	a	a	DET
fumecheng-11903	300	10	novel	novel	ADJ
fumecheng-11903	300	11	solution	solution	NOUN
fumecheng-11903	300	12	for	for	ADP
fumecheng-11903	300	13	the	the	DET
fumecheng-11903	300	14	qap	qap	NOUN
fumecheng-11903	300	15	,	,	PUNCT
fumecheng-11903	300	16	addressing	address	VERB
fumecheng-11903	300	17	its	its	PRON
fumecheng-11903	300	18	combinatorial	combinatorial	ADJ
fumecheng-11903	300	19	nature	nature	NOUN
fumecheng-11903	300	20	.	.	PUNCT
fumecheng-11903	301	1	the	the	DET
fumecheng-11903	301	2	study	study	NOUN
fumecheng-11903	301	3	proposes	propose	VERB
fumecheng-11903	301	4	a	a	DET
fumecheng-11903	301	5	mapping	mapping	NOUN
fumecheng-11903	301	6	strategy	strategy	NOUN
fumecheng-11903	301	7	for	for	ADP
fumecheng-11903	301	8	converting	convert	VERB
fumecheng-11903	301	9	real	real	ADJ
fumecheng-11903	301	10	values	value	NOUN
fumecheng-11903	301	11	into	into	ADP
fumecheng-11903	301	12	discrete	discrete	ADJ
fumecheng-11903	301	13	values	value	NOUN
fumecheng-11903	301	14	,	,	PUNCT
fumecheng-11903	301	15	redefines	redefine	VERB
fumecheng-11903	301	16	mathematical	mathematical	ADJ
fumecheng-11903	301	17	operators	operator	NOUN
fumecheng-11903	301	18	suitable	suitable	ADJ
fumecheng-11903	301	19	for	for	ADP
fumecheng-11903	301	20	solving	solve	VERB
fumecheng-11903	301	21	combinatorial	combinatorial	ADJ
fumecheng-11903	301	22	and	and	CCONJ
fumecheng-11903	301	23	discrete	discrete	ADJ
fumecheng-11903	301	24	optimization	optimization	NOUN
fumecheng-11903	301	25	problems	problem	NOUN
fumecheng-11903	301	26	,	,	PUNCT
fumecheng-11903	301	27	and	and	CCONJ
fumecheng-11903	301	28	incorporates	incorporate	VERB
fumecheng-11903	301	29	local	local	ADJ
fumecheng-11903	301	30	search	search	NOUN
fumecheng-11903	301	31	heuristics	heuristic	NOUN
fumecheng-11903	301	32	to	to	PART
fumecheng-11903	301	33	enhance	enhance	VERB
fumecheng-11903	301	34	solution	solution	NOUN
fumecheng-11903	301	35	quality	quality	NOUN
fumecheng-11903	301	36	.	.	PUNCT
fumecheng-11903	302	1	the	the	DET
fumecheng-11903	302	2	effectiveness	effectiveness	NOUN
fumecheng-11903	302	3	of	of	ADP
fumecheng-11903	302	4	the	the	DET
fumecheng-11903	302	5	algorithm	algorithm	NOUN
fumecheng-11903	302	6	is	be	AUX
fumecheng-11903	302	7	demonstrated	demonstrate	VERB
fumecheng-11903	302	8	through	through	ADP
fumecheng-11903	302	9	extensive	extensive	ADJ
fumecheng-11903	302	10	simulations	simulation	NOUN
fumecheng-11903	302	11	and	and	CCONJ
fumecheng-11903	302	12	550	550	NUM
fumecheng-11903	302	13	t.	t.	NOUN
fumecheng-11903	302	14	mzili	mzili	NOUN
fumecheng-11903	302	15	,	,	PUNCT
fumecheng-11903	302	16	i.	i.	PROPN
fumecheng-11903	302	17	mzili	mzili	PROPN
fumecheng-11903	302	18	,	,	PUNCT
fumecheng-11903	302	19	m.e	m.e	PROPN
fumecheng-11903	302	20	.	.	PROPN
fumecheng-11903	302	21	riffi	riffi	PROPN
fumecheng-11903	302	22	,	,	PUNCT
fumecheng-11903	302	23	d.	d.	PROPN
fumecheng-11903	302	24	pamucar	pamucar	PROPN
fumecheng-11903	302	25	,	,	PUNCT
fumecheng-11903	302	26	v.	v.	PROPN
fumecheng-11903	302	27	simic	simic	PROPN
fumecheng-11903	302	28	,	,	PUNCT
fumecheng-11903	302	29	m.	m.	NOUN
fumecheng-11903	302	30	kurdi	kurdi	PROPN
fumecheng-11903	302	31	comparisons	comparison	NOUN
fumecheng-11903	302	32	using	use	VERB
fumecheng-11903	302	33	the	the	DET
fumecheng-11903	302	34	qaplib	qaplib	PROPN
fumecheng-11903	302	35	test	test	NOUN
fumecheng-11903	302	36	library	library	NOUN
fumecheng-11903	302	37	.	.	PUNCT
fumecheng-11903	303	1	furthermore	furthermore	ADV
fumecheng-11903	303	2	,	,	PUNCT
fumecheng-11903	303	3	the	the	DET
fumecheng-11903	303	4	study	study	NOUN
fumecheng-11903	303	5	employs	employ	VERB
fumecheng-11903	303	6	statistical	statistical	ADJ
fumecheng-11903	303	7	analysis	analysis	NOUN
fumecheng-11903	303	8	,	,	PUNCT
fumecheng-11903	303	9	including	include	VERB
fumecheng-11903	303	10	the	the	DET
fumecheng-11903	303	11	wilcoxon	wilcoxon	PROPN
fumecheng-11903	303	12	parametric	parametric	PROPN
fumecheng-11903	303	13	test	test	NOUN
fumecheng-11903	303	14	,	,	PUNCT
fumecheng-11903	303	15	to	to	PART
fumecheng-11903	303	16	validate	validate	VERB
fumecheng-11903	303	17	the	the	DET
fumecheng-11903	303	18	algorithm	algorithm	NOUN
fumecheng-11903	303	19	's	's	PART
fumecheng-11903	303	20	performance	performance	NOUN
fumecheng-11903	303	21	.	.	PUNCT
fumecheng-11903	304	1	comparisons	comparison	NOUN
fumecheng-11903	304	2	with	with	ADP
fumecheng-11903	304	3	other	other	ADJ
fumecheng-11903	304	4	algorithms	algorithm	NOUN
fumecheng-11903	304	5	,	,	PUNCT
fumecheng-11903	304	6	namely	namely	ADV
fumecheng-11903	304	7	phcso	phcso	NOUN
fumecheng-11903	304	8	,	,	PUNCT
fumecheng-11903	304	9	dsso	dsso	NOUN
fumecheng-11903	304	10	,	,	PUNCT
fumecheng-11903	304	11	gbsa	gbsa	PROPN
fumecheng-11903	304	12	,	,	PUNCT
fumecheng-11903	304	13	and	and	CCONJ
fumecheng-11903	304	14	dba	dba	NOUN
fumecheng-11903	304	15	,	,	PUNCT
fumecheng-11903	304	16	further	far	ADV
fumecheng-11903	304	17	highlight	highlight	VERB
fumecheng-11903	304	18	the	the	DET
fumecheng-11903	304	19	superiority	superiority	NOUN
fumecheng-11903	304	20	of	of	ADP
fumecheng-11903	304	21	drso	drso	PROPN
fumecheng-11903	304	22	.	.	PUNCT
fumecheng-11903	305	1	the	the	DET
fumecheng-11903	305	2	results	result	NOUN
fumecheng-11903	305	3	consistently	consistently	ADV
fumecheng-11903	305	4	indicate	indicate	VERB
fumecheng-11903	305	5	that	that	SCONJ
fumecheng-11903	305	6	drso	drso	NOUN
fumecheng-11903	305	7	outperforms	outperform	VERB
fumecheng-11903	305	8	these	these	DET
fumecheng-11903	305	9	algorithms	algorithm	NOUN
fumecheng-11903	305	10	in	in	ADP
fumecheng-11903	305	11	terms	term	NOUN
fumecheng-11903	305	12	of	of	ADP
fumecheng-11903	305	13	solution	solution	NOUN
fumecheng-11903	305	14	quality	quality	NOUN
fumecheng-11903	305	15	,	,	PUNCT
fumecheng-11903	305	16	convergence	convergence	NOUN
fumecheng-11903	305	17	speed	speed	NOUN
fumecheng-11903	305	18	,	,	PUNCT
fumecheng-11903	305	19	and	and	CCONJ
fumecheng-11903	305	20	deviation	deviation	NOUN
fumecheng-11903	305	21	from	from	ADP
fumecheng-11903	305	22	the	the	DET
fumecheng-11903	305	23	best	well	ADV
fumecheng-11903	305	24	-	-	PUNCT
fumecheng-11903	305	25	known	know	VERB
fumecheng-11903	305	26	values	value	NOUN
fumecheng-11903	305	27	of	of	ADP
fumecheng-11903	305	28	qablib	qablib	PROPN
fumecheng-11903	305	29	.	.	PUNCT
fumecheng-11903	306	1	the	the	DET
fumecheng-11903	306	2	curves	curve	NOUN
fumecheng-11903	306	3	and	and	CCONJ
fumecheng-11903	306	4	statistical	statistical	ADJ
fumecheng-11903	306	5	tests	test	NOUN
fumecheng-11903	306	6	provide	provide	VERB
fumecheng-11903	306	7	strong	strong	ADJ
fumecheng-11903	306	8	evidence	evidence	NOUN
fumecheng-11903	306	9	supporting	support	VERB
fumecheng-11903	306	10	the	the	DET
fumecheng-11903	306	11	superior	superior	ADJ
fumecheng-11903	306	12	performance	performance	NOUN
fumecheng-11903	306	13	of	of	ADP
fumecheng-11903	306	14	drso	drso	NOUN
fumecheng-11903	306	15	,	,	PUNCT
fumecheng-11903	306	16	with	with	ADP
fumecheng-11903	306	17	its	its	PRON
fumecheng-11903	306	18	convergence	convergence	NOUN
fumecheng-11903	306	19	curve	curve	NOUN
fumecheng-11903	306	20	consistently	consistently	ADV
fumecheng-11903	306	21	outperforming	outperform	VERB
fumecheng-11903	306	22	other	other	ADJ
fumecheng-11903	306	23	algorithms	algorithm	NOUN
fumecheng-11903	306	24	.	.	PUNCT
fumecheng-11903	307	1	the	the	DET
fumecheng-11903	307	2	success	success	NOUN
fumecheng-11903	307	3	of	of	ADP
fumecheng-11903	307	4	drso	drso	NOUN
fumecheng-11903	307	5	can	can	AUX
fumecheng-11903	307	6	be	be	AUX
fumecheng-11903	307	7	attributed	attribute	VERB
fumecheng-11903	307	8	to	to	ADP
fumecheng-11903	307	9	the	the	DET
fumecheng-11903	307	10	efficient	efficient	ADJ
fumecheng-11903	307	11	information	information	NOUN
fumecheng-11903	307	12	sharing	sharing	NOUN
fumecheng-11903	307	13	and	and	CCONJ
fumecheng-11903	307	14	exploitation	exploitation	NOUN
fumecheng-11903	307	15	capabilities	capability	NOUN
fumecheng-11903	307	16	of	of	ADP
fumecheng-11903	307	17	the	the	DET
fumecheng-11903	307	18	rat	rat	NOUN
fumecheng-11903	307	19	swarm	swarm	NOUN
fumecheng-11903	307	20	.	.	PUNCT
fumecheng-11903	308	1	the	the	DET
fumecheng-11903	308	2	algorithm	algorithm	NOUN
fumecheng-11903	308	3	effectively	effectively	ADV
fumecheng-11903	308	4	explores	explore	VERB
fumecheng-11903	308	5	the	the	DET
fumecheng-11903	308	6	entire	entire	ADJ
fumecheng-11903	308	7	search	search	NOUN
fumecheng-11903	308	8	space	space	NOUN
fumecheng-11903	308	9	,	,	PUNCT
fumecheng-11903	308	10	allowing	allow	VERB
fumecheng-11903	308	11	for	for	ADP
fumecheng-11903	308	12	rapid	rapid	ADJ
fumecheng-11903	308	13	convergence	convergence	NOUN
fumecheng-11903	308	14	to	to	ADP
fumecheng-11903	308	15	optimal	optimal	ADJ
fumecheng-11903	308	16	or	or	CCONJ
fumecheng-11903	308	17	near	near	ADV
fumecheng-11903	308	18	-	-	PUNCT
fumecheng-11903	308	19	optimal	optimal	ADJ
fumecheng-11903	308	20	solutions	solution	NOUN
fumecheng-11903	308	21	.	.	PUNCT
fumecheng-11903	309	1	the	the	DET
fumecheng-11903	309	2	statistical	statistical	ADJ
fumecheng-11903	309	3	analyses	analysis	NOUN
fumecheng-11903	309	4	,	,	PUNCT
fumecheng-11903	309	5	including	include	VERB
fumecheng-11903	309	6	the	the	DET
fumecheng-11903	309	7	wilcoxon	wilcoxon	NOUN
fumecheng-11903	309	8	signed	sign	VERB
fumecheng-11903	309	9	rank	rank	NOUN
fumecheng-11903	309	10	tests	test	NOUN
fumecheng-11903	309	11	,	,	PUNCT
fumecheng-11903	309	12	confirm	confirm	VERB
fumecheng-11903	309	13	the	the	DET
fumecheng-11903	309	14	significant	significant	ADJ
fumecheng-11903	309	15	differences	difference	NOUN
fumecheng-11903	309	16	in	in	ADP
fumecheng-11903	309	17	deviation	deviation	NOUN
fumecheng-11903	309	18	between	between	ADP
fumecheng-11903	309	19	drso	drso	NOUN
fumecheng-11903	309	20	and	and	CCONJ
fumecheng-11903	309	21	other	other	ADJ
fumecheng-11903	309	22	methods	method	NOUN
fumecheng-11903	309	23	,	,	PUNCT
fumecheng-11903	309	24	reinforcing	reinforce	VERB
fumecheng-11903	309	25	the	the	DET
fumecheng-11903	309	26	notion	notion	NOUN
fumecheng-11903	309	27	that	that	SCONJ
fumecheng-11903	309	28	drso	drso	NOUN
fumecheng-11903	309	29	produces	produce	VERB
fumecheng-11903	309	30	solutions	solution	NOUN
fumecheng-11903	309	31	that	that	PRON
fumecheng-11903	309	32	are	be	AUX
fumecheng-11903	309	33	closer	close	ADJ
fumecheng-11903	309	34	to	to	ADP
fumecheng-11903	309	35	the	the	DET
fumecheng-11903	309	36	optimum	optimum	NOUN
fumecheng-11903	309	37	.	.	PUNCT
fumecheng-11903	310	1	future	future	ADJ
fumecheng-11903	310	2	research	research	NOUN
fumecheng-11903	310	3	opportunities	opportunity	NOUN
fumecheng-11903	310	4	for	for	ADP
fumecheng-11903	310	5	the	the	DET
fumecheng-11903	310	6	drso	drso	PROPN
fumecheng-11903	310	7	algorithm	algorithm	NOUN
fumecheng-11903	310	8	include	include	VERB
fumecheng-11903	310	9	incorporating	incorporate	VERB
fumecheng-11903	310	10	additional	additional	ADJ
fumecheng-11903	310	11	heuristics	heuristic	NOUN
fumecheng-11903	310	12	or	or	CCONJ
fumecheng-11903	310	13	metaheuristics	metaheuristic	NOUN
fumecheng-11903	310	14	to	to	PART
fumecheng-11903	310	15	improve	improve	VERB
fumecheng-11903	310	16	performance	performance	NOUN
fumecheng-11903	310	17	,	,	PUNCT
fumecheng-11903	310	18	expanding	expand	VERB
fumecheng-11903	310	19	its	its	PRON
fumecheng-11903	310	20	applicability	applicability	NOUN
fumecheng-11903	310	21	to	to	ADP
fumecheng-11903	310	22	larger	large	ADJ
fumecheng-11903	310	23	instances	instance	NOUN
fumecheng-11903	310	24	or	or	CCONJ
fumecheng-11903	310	25	other	other	ADJ
fumecheng-11903	310	26	combinatorial	combinatorial	ADJ
fumecheng-11903	310	27	optimization	optimization	NOUN
fumecheng-11903	310	28	problems	problem	NOUN
fumecheng-11903	310	29	,	,	PUNCT
fumecheng-11903	310	30	and	and	CCONJ
fumecheng-11903	310	31	studying	study	VERB
fumecheng-11903	310	32	its	its	PRON
fumecheng-11903	310	33	behavior	behavior	NOUN
fumecheng-11903	310	34	in	in	ADP
fumecheng-11903	310	35	greater	great	ADJ
fumecheng-11903	310	36	detail	detail	NOUN
fumecheng-11903	310	37	to	to	PART
fumecheng-11903	310	38	understand	understand	VERB
fumecheng-11903	310	39	its	its	PRON
fumecheng-11903	310	40	strengths	strength	NOUN
fumecheng-11903	310	41	and	and	CCONJ
fumecheng-11903	310	42	limitations	limitation	NOUN
fumecheng-11903	310	43	.	.	PUNCT
fumecheng-11903	311	1	moreover	moreover	ADV
fumecheng-11903	311	2	,	,	PUNCT
fumecheng-11903	311	3	exploring	explore	VERB
fumecheng-11903	311	4	potential	potential	ADJ
fumecheng-11903	311	5	applications	application	NOUN
fumecheng-11903	311	6	in	in	ADP
fumecheng-11903	311	7	domains	domain	NOUN
fumecheng-11903	311	8	such	such	ADJ
fumecheng-11903	311	9	as	as	ADP
fumecheng-11903	311	10	logistics	logistic	NOUN
fumecheng-11903	311	11	,	,	PUNCT
fumecheng-11903	311	12	scheduling	scheduling	NOUN
fumecheng-11903	311	13	,	,	PUNCT
fumecheng-11903	311	14	and	and	CCONJ
fumecheng-11903	311	15	resource	resource	NOUN
fumecheng-11903	311	16	allocation	allocation	NOUN
fumecheng-11903	311	17	could	could	AUX
fumecheng-11903	311	18	further	far	ADV
fumecheng-11903	311	19	contribute	contribute	VERB
fumecheng-11903	311	20	to	to	ADP
fumecheng-11903	311	21	the	the	DET
fumecheng-11903	311	22	development	development	NOUN
fumecheng-11903	311	23	and	and	CCONJ
fumecheng-11903	311	24	advancement	advancement	NOUN
fumecheng-11903	311	25	of	of	ADP
fumecheng-11903	311	26	the	the	DET
fumecheng-11903	311	27	drso	drso	PROPN
fumecheng-11903	311	28	algorithm	algorithm	NOUN
fumecheng-11903	311	29	.	.	PUNCT
fumecheng-11903	312	1	references	reference	NOUN
fumecheng-11903	312	2	1	1	NUM
fumecheng-11903	312	3	.	.	PUNCT
fumecheng-11903	312	4	koopmans	koopmans	PROPN
fumecheng-11903	312	5	,	,	PUNCT
fumecheng-11903	312	6	t.c	t.c	PROPN
fumecheng-11903	312	7	.	.	PROPN
fumecheng-11903	312	8	,	,	PUNCT
fumecheng-11903	312	9	beckmann	beckmann	PROPN
fumecheng-11903	312	10	,	,	PUNCT
fumecheng-11903	312	11	m.	m.	NOUN
fumecheng-11903	312	12	,	,	PUNCT
fumecheng-11903	312	13	1957	1957	NUM
fumecheng-11903	312	14	,	,	PUNCT
fumecheng-11903	312	15	assignment	assignment	NOUN
fumecheng-11903	312	16	problems	problem	NOUN
fumecheng-11903	312	17	and	and	CCONJ
fumecheng-11903	312	18	the	the	DET
fumecheng-11903	312	19	location	location	NOUN
fumecheng-11903	312	20	of	of	ADP
fumecheng-11903	312	21	economic	economic	ADJ
fumecheng-11903	312	22	activities	activity	NOUN
fumecheng-11903	312	23	.	.	PUNCT
fumecheng-11903	313	1	econometrica	econometrica	PROPN
fumecheng-11903	313	2	,	,	PUNCT
fumecheng-11903	313	3	25(1	25(1	NUM
fumecheng-11903	313	4	)	)	PUNCT
fumecheng-11903	313	5	,	,	PUNCT
fumecheng-11903	313	6	pp	pp	ADJ
fumecheng-11903	313	7	.	.	PUNCT
fumecheng-11903	314	1	53	53	NUM
fumecheng-11903	314	2	-	-	SYM
fumecheng-11903	314	3	76	76	NUM
fumecheng-11903	314	4	.	.	PUNCT
fumecheng-11903	315	1	2	2	X
fumecheng-11903	315	2	.	.	X
fumecheng-11903	315	3	lberni	lberni	PROPN
fumecheng-11903	315	4	,	,	PUNCT
fumecheng-11903	315	5	a.	a.	PROPN
fumecheng-11903	315	6	,	,	PUNCT
fumecheng-11903	315	7	marktani	marktani	PROPN
fumecheng-11903	315	8	,	,	PUNCT
fumecheng-11903	315	9	m.a	m.a	PROPN
fumecheng-11903	315	10	.	.	PROPN
fumecheng-11903	315	11	,	,	PUNCT
fumecheng-11903	315	12	ahaitouf	ahaitouf	PROPN
fumecheng-11903	315	13	,	,	PUNCT
fumecheng-11903	315	14	a.	a.	NOUN
fumecheng-11903	315	15	,	,	PUNCT
fumecheng-11903	315	16	ahaitouf	ahaitouf	NOUN
fumecheng-11903	315	17	,	,	PUNCT
fumecheng-11903	315	18	a.	a.	NOUN
fumecheng-11903	315	19	,	,	PUNCT
fumecheng-11903	315	20	2020	2020	NUM
fumecheng-11903	315	21	,	,	PUNCT
fumecheng-11903	315	22	adaptation	adaptation	NOUN
fumecheng-11903	315	23	of	of	ADP
fumecheng-11903	315	24	the	the	DET
fumecheng-11903	315	25	whale	whale	NOUN
fumecheng-11903	315	26	optimization	optimization	NOUN
fumecheng-11903	315	27	algorithm	algorithm	NOUN
fumecheng-11903	315	28	to	to	ADP
fumecheng-11903	315	29	the	the	DET
fumecheng-11903	315	30	optimal	optimal	ADJ
fumecheng-11903	315	31	sizing	sizing	NOUN
fumecheng-11903	315	32	of	of	ADP
fumecheng-11903	315	33	analog	analog	NOUN
fumecheng-11903	315	34	integrated	integrate	VERB
fumecheng-11903	315	35	circuit	circuit	NOUN
fumecheng-11903	315	36	:	:	PUNCT
fumecheng-11903	315	37	low	low	ADJ
fumecheng-11903	315	38	voltage	voltage	NOUN
fumecheng-11903	315	39	amplifier	amplifier	NOUN
fumecheng-11903	315	40	performances	performance	NOUN
fumecheng-11903	315	41	,	,	PUNCT
fumecheng-11903	315	42	proc	proc	PROPN
fumecheng-11903	315	43	ieee	ieee	PROPN
fumecheng-11903	315	44	2nd	2nd	PROPN
fumecheng-11903	315	45	international	international	ADJ
fumecheng-11903	315	46	conference	conference	NOUN
fumecheng-11903	315	47	on	on	ADP
fumecheng-11903	315	48	electronics	electronic	NOUN
fumecheng-11903	315	49	,	,	PUNCT
fumecheng-11903	315	50	control	control	NOUN
fumecheng-11903	315	51	,	,	PUNCT
fumecheng-11903	315	52	optimization	optimization	NOUN
fumecheng-11903	315	53	and	and	CCONJ
fumecheng-11903	315	54	computer	computer	NOUN
fumecheng-11903	315	55	science	science	NOUN
fumecheng-11903	315	56	icecocs	icecoc	NOUN
fumecheng-11903	315	57	2020	2020	NUM
fumecheng-11903	315	58	,	,	PUNCT
fumecheng-11903	315	59	kenitra	kenitra	PROPN
fumecheng-11903	315	60	,	,	PUNCT
fumecheng-11903	315	61	morocco	morocco	PROPN
fumecheng-11903	315	62	,	,	PUNCT
fumecheng-11903	315	63	pp	pp	ADJ
fumecheng-11903	315	64	.	.	PUNCT
fumecheng-11903	316	1	1	1	NUM
fumecheng-11903	316	2	-	-	SYM
fumecheng-11903	316	3	6	6	NUM
fumecheng-11903	316	4	.	.	NOUN
fumecheng-11903	317	1	3	3	NUM
fumecheng-11903	317	2	.	.	X
fumecheng-11903	317	3	lin	lin	PROPN
fumecheng-11903	317	4	,	,	PUNCT
fumecheng-11903	317	5	h.	h.	PROPN
fumecheng-11903	317	6	,	,	PUNCT
fumecheng-11903	317	7	li	li	PROPN
fumecheng-11903	317	8	,	,	PUNCT
fumecheng-11903	317	9	p.	p.	NOUN
fumecheng-11903	317	10	,	,	PUNCT
fumecheng-11903	317	11	2015	2015	NUM
fumecheng-11903	317	12	,	,	PUNCT
fumecheng-11903	317	13	circuit	circuit	NOUN
fumecheng-11903	317	14	performance	performance	NOUN
fumecheng-11903	317	15	classification	classification	NOUN
fumecheng-11903	317	16	with	with	ADP
fumecheng-11903	317	17	active	active	ADJ
fumecheng-11903	317	18	learning	learning	NOUN
fumecheng-11903	317	19	guided	guide	VERB
fumecheng-11903	317	20	sampling	sampling	NOUN
fumecheng-11903	317	21	for	for	ADP
fumecheng-11903	317	22	support	support	NOUN
fumecheng-11903	317	23	vector	vector	NOUN
fumecheng-11903	317	24	machines	machine	NOUN
fumecheng-11903	317	25	,	,	PUNCT
fumecheng-11903	317	26	ieee	ieee	NOUN
fumecheng-11903	317	27	transactions	transaction	NOUN
fumecheng-11903	317	28	on	on	ADP
fumecheng-11903	317	29	computer	computer	NOUN
fumecheng-11903	317	30	-	-	PUNCT
fumecheng-11903	317	31	aided	aid	VERB
fumecheng-11903	317	32	design	design	NOUN
fumecheng-11903	317	33	of	of	ADP
fumecheng-11903	317	34	integrated	integrated	ADJ
fumecheng-11903	317	35	circuits	circuit	NOUN
fumecheng-11903	317	36	and	and	CCONJ
fumecheng-11903	317	37	systems	system	NOUN
fumecheng-11903	317	38	,	,	PUNCT
fumecheng-11903	317	39	34(9	34(9	NUM
fumecheng-11903	317	40	)	)	PUNCT
fumecheng-11903	317	41	,	,	PUNCT
fumecheng-11903	317	42	pp	pp	ADP
fumecheng-11903	317	43	.	.	PUNCT
fumecheng-11903	317	44	14671480	14671480	NUM
fumecheng-11903	317	45	.	.	PUNCT
fumecheng-11903	318	1	4	4	X
fumecheng-11903	318	2	.	.	X
fumecheng-11903	318	3	domschke	domschke	PROPN
fumecheng-11903	318	4	,	,	PUNCT
fumecheng-11903	318	5	w.	w.	PROPN
fumecheng-11903	318	6	,	,	PUNCT
fumecheng-11903	318	7	krispin	krispin	NOUN
fumecheng-11903	318	8	,	,	PUNCT
fumecheng-11903	318	9	g.	g.	PROPN
fumecheng-11903	318	10	,	,	PUNCT
fumecheng-11903	318	11	1997	1997	NUM
fumecheng-11903	318	12	,	,	PUNCT
fumecheng-11903	318	13	location	location	NOUN
fumecheng-11903	318	14	and	and	CCONJ
fumecheng-11903	318	15	layout	layout	NOUN
fumecheng-11903	318	16	planning	planning	NOUN
fumecheng-11903	318	17	,	,	PUNCT
fumecheng-11903	318	18	or	or	CCONJ
fumecheng-11903	318	19	spektrum	spektrum	PROPN
fumecheng-11903	318	20	,	,	PUNCT
fumecheng-11903	318	21	19(3	19(3	NUM
fumecheng-11903	318	22	)	)	PUNCT
fumecheng-11903	318	23	,	,	PUNCT
fumecheng-11903	318	24	pp	pp	PROPN
fumecheng-11903	318	25	.	.	PUNCT
fumecheng-11903	319	1	181	181	NUM
fumecheng-11903	319	2	-194	-194	PROPN
fumecheng-11903	319	3	.	.	PUNCT
fumecheng-11903	320	1	5	5	NUM
fumecheng-11903	320	2	.	.	X
fumecheng-11903	320	3	mittal	mittal	PROPN
fumecheng-11903	320	4	,	,	PUNCT
fumecheng-11903	320	5	s.	s.	PROPN
fumecheng-11903	320	6	,	,	PUNCT
fumecheng-11903	320	7	katal	katal	PROPN
fumecheng-11903	320	8	,	,	PUNCT
fumecheng-11903	320	9	a.	a.	NOUN
fumecheng-11903	320	10	,	,	PUNCT
fumecheng-11903	320	11	2016	2016	NUM
fumecheng-11903	320	12	,	,	PUNCT
fumecheng-11903	320	13	an	an	DET
fumecheng-11903	320	14	optimized	optimize	VERB
fumecheng-11903	320	15	task	task	NOUN
fumecheng-11903	320	16	scheduling	scheduling	NOUN
fumecheng-11903	320	17	algorithm	algorithm	NOUN
fumecheng-11903	320	18	in	in	ADP
fumecheng-11903	320	19	cloud	cloud	NOUN
fumecheng-11903	320	20	computing	computing	NOUN
fumecheng-11903	320	21	,	,	PUNCT
fumecheng-11903	320	22	proc	proc	NOUN
fumecheng-11903	320	23	.	.	PUNCT
fumecheng-11903	321	1	ieee	ieee	PROPN
fumecheng-11903	321	2	6th	6th	ADJ
fumecheng-11903	321	3	international	international	ADJ
fumecheng-11903	321	4	conference	conference	NOUN
fumecheng-11903	321	5	on	on	ADP
fumecheng-11903	321	6	advanced	advanced	ADJ
fumecheng-11903	321	7	computing	computing	NOUN
fumecheng-11903	321	8	iacc	iacc	PROPN
fumecheng-11903	321	9	2016	2016	NUM
fumecheng-11903	321	10	,	,	PUNCT
fumecheng-11903	321	11	bhimavaram	bhimavaram	PROPN
fumecheng-11903	321	12	,	,	PUNCT
fumecheng-11903	321	13	india	india	PROPN
fumecheng-11903	321	14	,	,	PUNCT
fumecheng-11903	321	15	pp	pp	PROPN
fumecheng-11903	321	16	.	.	PUNCT
fumecheng-11903	322	1	197	197	NUM
fumecheng-11903	322	2	-	-	SYM
fumecheng-11903	322	3	202	202	NUM
fumecheng-11903	322	4	.	.	NOUN
fumecheng-11903	323	1	6	6	NUM
fumecheng-11903	323	2	.	.	X
fumecheng-11903	323	3	mzili	mzili	NOUN
fumecheng-11903	323	4	,	,	PUNCT
fumecheng-11903	323	5	t.	t.	PROPN
fumecheng-11903	323	6	,	,	PUNCT
fumecheng-11903	323	7	mzili	mzili	NOUN
fumecheng-11903	323	8	,	,	PUNCT
fumecheng-11903	323	9	i.	i.	PROPN
fumecheng-11903	323	10	,	,	PUNCT
fumecheng-11903	323	11	riffi	riffi	PROPN
fumecheng-11903	323	12	,	,	PUNCT
fumecheng-11903	323	13	m.e	m.e	PROPN
fumecheng-11903	323	14	.	.	PROPN
fumecheng-11903	323	15	,	,	PUNCT
fumecheng-11903	323	16	2023	2023	NUM
fumecheng-11903	323	17	,	,	PUNCT
fumecheng-11903	323	18	optimizing	optimize	VERB
fumecheng-11903	323	19	production	production	NOUN
fumecheng-11903	323	20	scheduling	scheduling	NOUN
fumecheng-11903	323	21	with	with	ADP
fumecheng-11903	323	22	the	the	DET
fumecheng-11903	323	23	rat	rat	NOUN
fumecheng-11903	323	24	swarm	swarm	NOUN
fumecheng-11903	323	25	search	search	NOUN
fumecheng-11903	323	26	algorithm	algorithm	NOUN
fumecheng-11903	323	27	:	:	PUNCT
fumecheng-11903	323	28	a	a	DET
fumecheng-11903	323	29	novel	novel	ADJ
fumecheng-11903	323	30	approach	approach	NOUN
fumecheng-11903	323	31	to	to	ADP
fumecheng-11903	323	32	the	the	DET
fumecheng-11903	323	33	flow	flow	NOUN
fumecheng-11903	323	34	shop	shop	NOUN
fumecheng-11903	323	35	problem	problem	NOUN
fumecheng-11903	323	36	for	for	ADP
fumecheng-11903	323	37	enhanced	enhanced	ADJ
fumecheng-11903	323	38	decision	decision	NOUN
fumecheng-11903	323	39	making	making	NOUN
fumecheng-11903	323	40	,	,	PUNCT
fumecheng-11903	323	41	decision	decision	NOUN
fumecheng-11903	323	42	making	making	NOUN
fumecheng-11903	323	43	:	:	PUNCT
fumecheng-11903	323	44	applications	application	NOUN
fumecheng-11903	323	45	in	in	ADP
fumecheng-11903	323	46	management	management	NOUN
fumecheng-11903	323	47	and	and	CCONJ
fumecheng-11903	323	48	engineering	engineering	NOUN
fumecheng-11903	323	49	,	,	PUNCT
fumecheng-11903	323	50	6(2	6(2	NUM
fumecheng-11903	323	51	)	)	PUNCT
fumecheng-11903	323	52	,	,	PUNCT
fumecheng-11903	323	53	pp.16	pp.16	PROPN
fumecheng-11903	323	54	42	42	NUM
fumecheng-11903	323	55	.	.	PUNCT
fumecheng-11903	324	1	7	7	X
fumecheng-11903	324	2	.	.	X
fumecheng-11903	324	3	silva	silva	PROPN
fumecheng-11903	324	4	,	,	PUNCT
fumecheng-11903	324	5	a.	a.	PROPN
fumecheng-11903	324	6	,	,	PUNCT
fumecheng-11903	324	7	coelho	coelho	PROPN
fumecheng-11903	324	8	,	,	PUNCT
fumecheng-11903	324	9	l.c	l.c	PROPN
fumecheng-11903	324	10	.	.	PROPN
fumecheng-11903	324	11	,	,	PUNCT
fumecheng-11903	324	12	darvish	darvish	PROPN
fumecheng-11903	324	13	,	,	PUNCT
fumecheng-11903	324	14	m.	m.	NOUN
fumecheng-11903	324	15	,	,	PUNCT
fumecheng-11903	324	16	2021	2021	NUM
fumecheng-11903	324	17	,	,	PUNCT
fumecheng-11903	324	18	quadratic	quadratic	ADJ
fumecheng-11903	324	19	assignment	assignment	NOUN
fumecheng-11903	324	20	problem	problem	NOUN
fumecheng-11903	324	21	variants	variant	NOUN
fumecheng-11903	324	22	:	:	PUNCT
fumecheng-11903	324	23	a	a	DET
fumecheng-11903	324	24	survey	survey	NOUN
fumecheng-11903	324	25	and	and	CCONJ
fumecheng-11903	324	26	an	an	DET
fumecheng-11903	324	27	effective	effective	ADJ
fumecheng-11903	324	28	parallel	parallel	ADJ
fumecheng-11903	324	29	memetic	memetic	ADJ
fumecheng-11903	324	30	iterated	iterated	ADJ
fumecheng-11903	324	31	tabu	tabu	NOUN
fumecheng-11903	324	32	search	search	NOUN
fumecheng-11903	324	33	,	,	PUNCT
fumecheng-11903	324	34	european	european	ADJ
fumecheng-11903	324	35	journal	journal	PROPN
fumecheng-11903	324	36	of	of	ADP
fumecheng-11903	324	37	operational	operational	ADJ
fumecheng-11903	324	38	research	research	NOUN
fumecheng-11903	324	39	,	,	PUNCT
fumecheng-11903	324	40	292(3	292(3	NUM
fumecheng-11903	324	41	)	)	PUNCT
fumecheng-11903	324	42	,	,	PUNCT
fumecheng-11903	324	43	pp	pp	PROPN
fumecheng-11903	324	44	.	.	PUNCT
fumecheng-11903	325	1	1066	1066	NUM
fumecheng-11903	325	2	-	-	SYM
fumecheng-11903	325	3	1084	1084	NUM
fumecheng-11903	325	4	.	.	PUNCT
fumecheng-11903	326	1	8	8	X
fumecheng-11903	326	2	.	.	X
fumecheng-11903	327	1	hafiz	hafiz	PROPN
fumecheng-11903	327	2	,	,	PUNCT
fumecheng-11903	327	3	f.	f.	PROPN
fumecheng-11903	327	4	,	,	PUNCT
fumecheng-11903	327	5	abdennour	abdennour	ADJ
fumecheng-11903	327	6	,	,	PUNCT
fumecheng-11903	327	7	a.	a.	NOUN
fumecheng-11903	327	8	,	,	PUNCT
fumecheng-11903	327	9	2016	2016	NUM
fumecheng-11903	327	10	,	,	PUNCT
fumecheng-11903	327	11	particle	particle	NOUN
fumecheng-11903	327	12	swarm	swarm	NOUN
fumecheng-11903	327	13	algorithm	algorithm	NOUN
fumecheng-11903	327	14	variants	variant	NOUN
fumecheng-11903	327	15	for	for	ADP
fumecheng-11903	327	16	the	the	DET
fumecheng-11903	327	17	quadratic	quadratic	ADJ
fumecheng-11903	327	18	assignment	assignment	NOUN
fumecheng-11903	327	19	problems	problem	NOUN
fumecheng-11903	327	20	a	a	DET
fumecheng-11903	327	21	probabilistic	probabilistic	ADJ
fumecheng-11903	327	22	learning	learning	NOUN
fumecheng-11903	327	23	approach	approach	NOUN
fumecheng-11903	327	24	,	,	PUNCT
fumecheng-11903	327	25	expert	expert	NOUN
fumecheng-11903	327	26	systems	system	NOUN
fumecheng-11903	327	27	with	with	ADP
fumecheng-11903	327	28	applications	application	NOUN
fumecheng-11903	327	29	,	,	PUNCT
fumecheng-11903	327	30	44	44	NUM
fumecheng-11903	327	31	,	,	PUNCT
fumecheng-11903	327	32	pp	pp	ADJ
fumecheng-11903	327	33	.	.	PUNCT
fumecheng-11903	328	1	413	413	NUM
fumecheng-11903	328	2	-	-	SYM
fumecheng-11903	328	3	431	431	NUM
fumecheng-11903	328	4	.	.	PUNCT
fumecheng-11903	329	1	9	9	X
fumecheng-11903	329	2	.	.	X
fumecheng-11903	329	3	jiyue	jiyue	PROPN
fumecheng-11903	329	4	,	,	PUNCT
fumecheng-11903	329	5	e.	e.	PROPN
fumecheng-11903	329	6	,	,	PUNCT
fumecheng-11903	329	7	liu	liu	PROPN
fumecheng-11903	329	8	,	,	PUNCT
fumecheng-11903	329	9	j.	j.	PROPN
fumecheng-11903	329	10	,	,	PUNCT
fumecheng-11903	329	11	wan	wan	PROPN
fumecheng-11903	329	12	,	,	PUNCT
fumecheng-11903	329	13	z.	z.	PROPN
fumecheng-11903	329	14	,	,	PUNCT
fumecheng-11903	329	15	2023	2023	NUM
fumecheng-11903	329	16	,	,	PUNCT
fumecheng-11903	329	17	a	a	DET
fumecheng-11903	329	18	novel	novel	ADJ
fumecheng-11903	329	19	adaptive	adaptive	ADJ
fumecheng-11903	329	20	algorithm	algorithm	NOUN
fumecheng-11903	329	21	of	of	ADP
fumecheng-11903	329	22	particle	particle	NOUN
fumecheng-11903	329	23	swarm	swarm	NOUN
fumecheng-11903	329	24	optimization	optimization	NOUN
fumecheng-11903	329	25	based	base	VERB
fumecheng-11903	329	26	on	on	ADP
fumecheng-11903	329	27	the	the	DET
fumecheng-11903	329	28	human	human	ADJ
fumecheng-11903	329	29	social	social	ADJ
fumecheng-11903	329	30	learning	learning	NOUN
fumecheng-11903	329	31	intelligence	intelligence	NOUN
fumecheng-11903	329	32	,	,	PUNCT
fumecheng-11903	329	33	swarm	swarm	NOUN
fumecheng-11903	329	34	and	and	CCONJ
fumecheng-11903	329	35	evolutionary	evolutionary	ADJ
fumecheng-11903	329	36	computation	computation	NOUN
fumecheng-11903	329	37	,	,	PUNCT
fumecheng-11903	329	38	80	80	NUM
fumecheng-11903	329	39	,	,	PUNCT
fumecheng-11903	329	40	101336	101336	NUM
fumecheng-11903	329	41	.	.	PUNCT
fumecheng-11903	330	1	10	10	NUM
fumecheng-11903	330	2	.	.	X
fumecheng-11903	331	1	riffi	riffi	PROPN
fumecheng-11903	331	2	,	,	PUNCT
fumecheng-11903	331	3	m.e	m.e	PROPN
fumecheng-11903	331	4	.	.	PROPN
fumecheng-11903	331	5	,	,	PUNCT
fumecheng-11903	331	6	saji	saji	PROPN
fumecheng-11903	331	7	,	,	PUNCT
fumecheng-11903	331	8	y.	y.	PROPN
fumecheng-11903	331	9	,	,	PUNCT
fumecheng-11903	331	10	barkatou	barkatou	NOUN
fumecheng-11903	331	11	,	,	PUNCT
fumecheng-11903	331	12	m.	m.	NOUN
fumecheng-11903	331	13	,	,	PUNCT
fumecheng-11903	331	14	2017	2017	NUM
fumecheng-11903	331	15	,	,	PUNCT
fumecheng-11903	331	16	incorporating	incorporate	VERB
fumecheng-11903	331	17	a	a	DET
fumecheng-11903	331	18	modified	modify	VERB
fumecheng-11903	331	19	uniform	uniform	NOUN
fumecheng-11903	331	20	crossover	crossover	NOUN
fumecheng-11903	331	21	and	and	CCONJ
fumecheng-11903	331	22	2	2	NUM
fumecheng-11903	331	23	-	-	PUNCT
fumecheng-11903	331	24	exchange	exchange	NOUN
fumecheng-11903	331	25	neighborhood	neighborhood	NOUN
fumecheng-11903	331	26	mechanism	mechanism	NOUN
fumecheng-11903	331	27	in	in	ADP
fumecheng-11903	331	28	a	a	DET
fumecheng-11903	331	29	discrete	discrete	ADJ
fumecheng-11903	331	30	bat	bat	NOUN
fumecheng-11903	331	31	algorithm	algorithm	NOUN
fumecheng-11903	331	32	to	to	PART
fumecheng-11903	331	33	solve	solve	VERB
fumecheng-11903	331	34	the	the	DET
fumecheng-11903	331	35	quadratic	quadratic	ADJ
fumecheng-11903	331	36	assignment	assignment	NOUN
fumecheng-11903	331	37	problem	problem	NOUN
fumecheng-11903	331	38	,	,	PUNCT
fumecheng-11903	331	39	egyptian	egyptian	ADJ
fumecheng-11903	331	40	informatics	informatic	NOUN
fumecheng-11903	331	41	journal	journal	PROPN
fumecheng-11903	331	42	,	,	PUNCT
fumecheng-11903	331	43	18(3	18(3	NUM
fumecheng-11903	331	44	)	)	PUNCT
fumecheng-11903	331	45	,	,	PUNCT
fumecheng-11903	331	46	pp	pp	ADP
fumecheng-11903	331	47	.	.	PUNCT
fumecheng-11903	332	1	221	221	NUM
fumecheng-11903	332	2	-	-	SYM
fumecheng-11903	332	3	232	232	NUM
fumecheng-11903	332	4	.	.	PUNCT
fumecheng-11903	333	1	11	11	NUM
fumecheng-11903	333	2	.	.	PUNCT
fumecheng-11903	334	1	agharghor	agharghor	PROPN
fumecheng-11903	334	2	,	,	PUNCT
fumecheng-11903	334	3	a.	a.	PROPN
fumecheng-11903	334	4	,	,	PUNCT
fumecheng-11903	334	5	riffi	riffi	PROPN
fumecheng-11903	334	6	,	,	PUNCT
fumecheng-11903	334	7	m.e	m.e	PROPN
fumecheng-11903	334	8	.	.	PROPN
fumecheng-11903	334	9	,	,	PUNCT
fumecheng-11903	334	10	chebihi	chebihi	PROPN
fumecheng-11903	334	11	,	,	PUNCT
fumecheng-11903	334	12	f.	f.	PROPN
fumecheng-11903	334	13	,	,	PUNCT
fumecheng-11903	334	14	2019	2019	NUM
fumecheng-11903	334	15	,	,	PUNCT
fumecheng-11903	334	16	improved	improve	VERB
fumecheng-11903	334	17	hunting	hunt	VERB
fumecheng-11903	334	18	search	search	NOUN
fumecheng-11903	334	19	algorithm	algorithm	NOUN
fumecheng-11903	334	20	for	for	ADP
fumecheng-11903	334	21	the	the	DET
fumecheng-11903	334	22	quadratic	quadratic	ADJ
fumecheng-11903	334	23	assignment	assignment	NOUN
fumecheng-11903	334	24	problem	problem	NOUN
fumecheng-11903	334	25	,	,	PUNCT
fumecheng-11903	334	26	indonesian	indonesian	ADJ
fumecheng-11903	334	27	journal	journal	NOUN
fumecheng-11903	334	28	of	of	ADP
fumecheng-11903	334	29	electrical	electrical	ADJ
fumecheng-11903	334	30	engineering	engineering	NOUN
fumecheng-11903	334	31	and	and	CCONJ
fumecheng-11903	334	32	computer	computer	NOUN
fumecheng-11903	334	33	science	science	NOUN
fumecheng-11903	334	34	,	,	PUNCT
fumecheng-11903	334	35	14(1	14(1	NUM
fumecheng-11903	334	36	)	)	PUNCT
fumecheng-11903	334	37	,	,	PUNCT
fumecheng-11903	334	38	pp	pp	ADJ
fumecheng-11903	334	39	.	.	PUNCT
fumecheng-11903	335	1	143	143	NUM
fumecheng-11903	335	2	-	-	SYM
fumecheng-11903	335	3	154	154	NUM
fumecheng-11903	335	4	.	.	PUNCT
fumecheng-11903	336	1	12	12	NUM
fumecheng-11903	336	2	.	.	PUNCT
fumecheng-11903	337	1	xu	xu	INTJ
fumecheng-11903	337	2	,	,	PUNCT
fumecheng-11903	337	3	g.n	g.n	PROPN
fumecheng-11903	337	4	.	.	PROPN
fumecheng-11903	337	5	,	,	PUNCT
fumecheng-11903	337	6	zhang	zhang	PROPN
fumecheng-11903	337	7	,	,	PUNCT
fumecheng-11903	337	8	t.	t.	PROPN
fumecheng-11903	337	9	,	,	PUNCT
fumecheng-11903	337	10	lai	lai	PROPN
fumecheng-11903	337	11	,	,	PUNCT
fumecheng-11903	337	12	q.	q.	PROPN
fumecheng-11903	337	13	,	,	PUNCT
fumecheng-11903	337	14	2021	2021	NUM
fumecheng-11903	337	15	,	,	PUNCT
fumecheng-11903	337	16	a	a	DET
fumecheng-11903	337	17	new	new	ADJ
fumecheng-11903	337	18	firefly	firefly	NOUN
fumecheng-11903	337	19	algorithm	algorithm	NOUN
fumecheng-11903	337	20	with	with	ADP
fumecheng-11903	337	21	mean	mean	ADJ
fumecheng-11903	337	22	condition	condition	NOUN
fumecheng-11903	337	23	partial	partial	ADJ
fumecheng-11903	337	24	attraction	attraction	NOUN
fumecheng-11903	337	25	,	,	PUNCT
fumecheng-11903	337	26	applied	apply	VERB
fumecheng-11903	337	27	intelligence	intelligence	NOUN
fumecheng-11903	337	28	,	,	PUNCT
fumecheng-11903	337	29	52(4	52(4	NUM
fumecheng-11903	337	30	)	)	PUNCT
fumecheng-11903	337	31	,	,	PUNCT
fumecheng-11903	337	32	pp	pp	PROPN
fumecheng-11903	337	33	.	.	PUNCT
fumecheng-11903	338	1	4418	4418	NUM
fumecheng-11903	338	2	-	-	SYM
fumecheng-11903	338	3	4431	4431	NUM
fumecheng-11903	338	4	.	.	PUNCT
fumecheng-11903	339	1	a	a	DET
fumecheng-11903	339	2	novel	novel	ADJ
fumecheng-11903	339	3	discrete	discrete	ADJ
fumecheng-11903	339	4	rat	rat	NOUN
fumecheng-11903	339	5	swarm	swarm	NOUN
fumecheng-11903	339	6	optimization	optimization	NOUN
fumecheng-11903	339	7	algorithm	algorithm	NOUN
fumecheng-11903	339	8	for	for	ADP
fumecheng-11903	339	9	the	the	DET
fumecheng-11903	339	10	quadratic	quadratic	ADJ
fumecheng-11903	339	11	assignment	assignment	NOUN
fumecheng-11903	339	12	problem	problem	NOUN
fumecheng-11903	339	13	551	551	NUM
fumecheng-11903	339	14	13	13	NUM
fumecheng-11903	339	15	.	.	PUNCT
fumecheng-11903	340	1	mirjalili	mirjalili	PROPN
fumecheng-11903	340	2	,	,	PUNCT
fumecheng-11903	340	3	s.z	s.z	PROPN
fumecheng-11903	340	4	.	.	PROPN
fumecheng-11903	340	5	,	,	PUNCT
fumecheng-11903	340	6	mirjalili	mirjalili	NOUN
fumecheng-11903	340	7	,	,	PUNCT
fumecheng-11903	340	8	s.	s.	PROPN
fumecheng-11903	340	9	,	,	PUNCT
fumecheng-11903	340	10	saremi	saremi	PROPN
fumecheng-11903	340	11	,	,	PUNCT
fumecheng-11903	340	12	s.	s.	PROPN
fumecheng-11903	340	13	,	,	PUNCT
fumecheng-11903	340	14	faris	faris	PROPN
fumecheng-11903	340	15	,	,	PUNCT
fumecheng-11903	340	16	h.	h.	PROPN
fumecheng-11903	340	17	,	,	PUNCT
fumecheng-11903	340	18	aljarah	aljarah	PROPN
fumecheng-11903	340	19	,	,	PUNCT
fumecheng-11903	340	20	i.	i.	NOUN
fumecheng-11903	340	21	,	,	PUNCT
fumecheng-11903	340	22	2017	2017	NUM
fumecheng-11903	340	23	,	,	PUNCT
fumecheng-11903	340	24	grasshopper	grasshopper	NOUN
fumecheng-11903	340	25	optimization	optimization	NOUN
fumecheng-11903	340	26	algorithm	algorithm	NOUN
fumecheng-11903	340	27	for	for	ADP
fumecheng-11903	340	28	multiobjective	multiobjective	ADJ
fumecheng-11903	340	29	optimization	optimization	NOUN
fumecheng-11903	340	30	problems	problem	NOUN
fumecheng-11903	340	31	,	,	PUNCT
fumecheng-11903	340	32	applied	apply	VERB
fumecheng-11903	340	33	intelligence	intelligence	NOUN
fumecheng-11903	340	34	,	,	PUNCT
fumecheng-11903	340	35	48(4	48(4	NUM
fumecheng-11903	340	36	)	)	PUNCT
fumecheng-11903	340	37	,	,	PUNCT
fumecheng-11903	340	38	pp	pp	PROPN
fumecheng-11903	340	39	.	.	PUNCT
fumecheng-11903	341	1	805	805	NUM
fumecheng-11903	341	2	-	-	SYM
fumecheng-11903	341	3	820	820	NUM
fumecheng-11903	341	4	.	.	PUNCT
fumecheng-11903	342	1	14	14	NUM
fumecheng-11903	342	2	.	.	PUNCT
fumecheng-11903	343	1	mirjalili	mirjalili	NOUN
fumecheng-11903	343	2	,	,	PUNCT
fumecheng-11903	343	3	s.	s.	PROPN
fumecheng-11903	343	4	,	,	PUNCT
fumecheng-11903	343	5	gandomi	gandomi	PROPN
fumecheng-11903	343	6	,	,	PUNCT
fumecheng-11903	343	7	a.h	a.h	PROPN
fumecheng-11903	343	8	.	.	PROPN
fumecheng-11903	343	9	,	,	PUNCT
fumecheng-11903	343	10	mirjalili	mirjalili	NOUN
fumecheng-11903	343	11	,	,	PUNCT
fumecheng-11903	343	12	s.	s.	PROPN
fumecheng-11903	343	13	,	,	PUNCT
fumecheng-11903	343	14	saremi	saremi	PROPN
fumecheng-11903	343	15	,	,	PUNCT
fumecheng-11903	343	16	s.	s.	PROPN
fumecheng-11903	343	17	,	,	PUNCT
fumecheng-11903	343	18	faris	faris	PROPN
fumecheng-11903	343	19	,	,	PUNCT
fumecheng-11903	343	20	h.	h.	PROPN
fumecheng-11903	343	21	,	,	PUNCT
fumecheng-11903	343	22	mirjalili	mirjalili	NOUN
fumecheng-11903	343	23	,	,	PUNCT
fumecheng-11903	343	24	s.	s.	PROPN
fumecheng-11903	343	25	,	,	PUNCT
fumecheng-11903	343	26	2017	2017	NUM
fumecheng-11903	343	27	,	,	PUNCT
fumecheng-11903	343	28	salp	salp	ADJ
fumecheng-11903	343	29	swarm	swarm	NOUN
fumecheng-11903	343	30	algorithm	algorithm	NOUN
fumecheng-11903	343	31	:	:	PUNCT
fumecheng-11903	343	32	a	a	DET
fumecheng-11903	343	33	bioinspired	bioinspire	VERB
fumecheng-11903	343	34	optimizer	optimizer	NOUN
fumecheng-11903	343	35	for	for	ADP
fumecheng-11903	343	36	engineering	engineering	NOUN
fumecheng-11903	343	37	design	design	NOUN
fumecheng-11903	343	38	problems	problem	NOUN
fumecheng-11903	343	39	,	,	PUNCT
fumecheng-11903	343	40	advances	advance	NOUN
fumecheng-11903	343	41	in	in	ADP
fumecheng-11903	343	42	engineering	engineering	NOUN
fumecheng-11903	343	43	software	software	NOUN
fumecheng-11903	343	44	,	,	PUNCT
fumecheng-11903	343	45	114	114	NUM
fumecheng-11903	343	46	,	,	PUNCT
fumecheng-11903	343	47	pp	pp	ADJ
fumecheng-11903	343	48	.	.	PUNCT
fumecheng-11903	344	1	163	163	NUM
fumecheng-11903	344	2	-	-	SYM
fumecheng-11903	344	3	191	191	NUM
fumecheng-11903	344	4	.	.	NOUN
fumecheng-11903	345	1	15	15	NUM
fumecheng-11903	345	2	.	.	NUM
fumecheng-11903	345	3	medjahed	medjahe	VERB
fumecheng-11903	345	4	,	,	PUNCT
fumecheng-11903	345	5	s.a	s.a	PROPN
fumecheng-11903	345	6	.	.	PROPN
fumecheng-11903	345	7	,	,	PUNCT
fumecheng-11903	345	8	ouali	ouali	ADJ
fumecheng-11903	345	9	,	,	PUNCT
fumecheng-11903	345	10	m.	m.	NOUN
fumecheng-11903	345	11	,	,	PUNCT
fumecheng-11903	345	12	2018	2018	NUM
fumecheng-11903	345	13	,	,	PUNCT
fumecheng-11903	345	14	spectral	spectral	ADJ
fumecheng-11903	345	15	band	band	NOUN
fumecheng-11903	345	16	selection	selection	NOUN
fumecheng-11903	345	17	using	use	VERB
fumecheng-11903	345	18	binary	binary	ADJ
fumecheng-11903	345	19	gray	gray	ADJ
fumecheng-11903	345	20	wolf	wolf	PROPN
fumecheng-11903	345	21	optimizer	optimizer	NOUN
fumecheng-11903	345	22	and	and	CCONJ
fumecheng-11903	345	23	signal	signal	VERB
fumecheng-11903	345	24	to	to	PART
fumecheng-11903	345	25	noise	noise	NOUN
fumecheng-11903	345	26	ration	ration	NOUN
fumecheng-11903	345	27	measure	measure	NOUN
fumecheng-11903	345	28	,	,	PUNCT
fumecheng-11903	345	29	lecture	lecture	NOUN
fumecheng-11903	345	30	notes	note	NOUN
fumecheng-11903	345	31	in	in	ADP
fumecheng-11903	345	32	networks	network	NOUN
fumecheng-11903	345	33	and	and	CCONJ
fumecheng-11903	345	34	systems	system	NOUN
fumecheng-11903	345	35	,	,	PUNCT
fumecheng-11903	345	36	pp	pp	ADV
fumecheng-11903	345	37	.	.	PUNCT
fumecheng-11903	346	1	75	75	NUM
fumecheng-11903	346	2	-	-	SYM
fumecheng-11903	346	3	89	89	NUM
fumecheng-11903	346	4	.	.	PUNCT
fumecheng-11903	347	1	16	16	NUM
fumecheng-11903	347	2	.	.	PUNCT
fumecheng-11903	347	3	dhiman	dhiman	NOUN
fumecheng-11903	347	4	,	,	PUNCT
fumecheng-11903	347	5	g.	g.	PROPN
fumecheng-11903	347	6	,	,	PUNCT
fumecheng-11903	347	7	garg	garg	NOUN
fumecheng-11903	347	8	,	,	PUNCT
fumecheng-11903	347	9	m.	m.	NOUN
fumecheng-11903	347	10	,	,	PUNCT
fumecheng-11903	347	11	nagar	nagar	NOUN
fumecheng-11903	347	12	,	,	PUNCT
fumecheng-11903	347	13	a.k	a.k	PROPN
fumecheng-11903	347	14	.	.	PROPN
fumecheng-11903	347	15	,	,	PUNCT
fumecheng-11903	347	16	kumar	kumar	PROPN
fumecheng-11903	347	17	,	,	PUNCT
fumecheng-11903	347	18	v.	v.	PROPN
fumecheng-11903	347	19	,	,	PUNCT
fumecheng-11903	347	20	dehghani	dehghani	PROPN
fumecheng-11903	347	21	,	,	PUNCT
fumecheng-11903	347	22	m.	m.	NOUN
fumecheng-11903	347	23	,	,	PUNCT
fumecheng-11903	347	24	2020	2020	NUM
fumecheng-11903	347	25	,	,	PUNCT
fumecheng-11903	347	26	a	a	DET
fumecheng-11903	347	27	novel	novel	ADJ
fumecheng-11903	347	28	algorithm	algorithm	NOUN
fumecheng-11903	347	29	for	for	ADP
fumecheng-11903	347	30	global	global	ADJ
fumecheng-11903	347	31	optimization	optimization	NOUN
fumecheng-11903	347	32	:	:	PUNCT
fumecheng-11903	347	33	rat	rat	NOUN
fumecheng-11903	347	34	swarm	swarm	NOUN
fumecheng-11903	347	35	optimizer	optimizer	NOUN
fumecheng-11903	347	36	,	,	PUNCT
fumecheng-11903	347	37	journal	journal	NOUN
fumecheng-11903	347	38	of	of	ADP
fumecheng-11903	347	39	ambient	ambient	ADJ
fumecheng-11903	347	40	intelligence	intelligence	NOUN
fumecheng-11903	347	41	and	and	CCONJ
fumecheng-11903	347	42	humanized	humanize	VERB
fumecheng-11903	347	43	computing	computing	NOUN
fumecheng-11903	347	44	,	,	PUNCT
fumecheng-11903	347	45	12(8	12(8	NUM
fumecheng-11903	347	46	)	)	PUNCT
fumecheng-11903	347	47	,	,	PUNCT
fumecheng-11903	348	1	pp	pp	PROPN
fumecheng-11903	348	2	.	.	PUNCT
fumecheng-11903	348	3	8457	8457	NUM
fumecheng-11903	348	4	-	-	SYM
fumecheng-11903	348	5	8482	8482	NUM
fumecheng-11903	348	6	.	.	PUNCT
fumecheng-11903	349	1	17	17	NUM
fumecheng-11903	349	2	.	.	PUNCT
fumecheng-11903	350	1	dowsland	dowsland	PROPN
fumecheng-11903	350	2	,	,	PUNCT
fumecheng-11903	350	3	k.a	k.a	PROPN
fumecheng-11903	350	4	.	.	PROPN
fumecheng-11903	350	5	,	,	PUNCT
fumecheng-11903	350	6	thompson	thompson	PROPN
fumecheng-11903	350	7	,	,	PUNCT
fumecheng-11903	350	8	j.	j.	PROPN
fumecheng-11903	350	9	,	,	PUNCT
fumecheng-11903	350	10	2012	2012	NUM
fumecheng-11903	350	11	,	,	PUNCT
fumecheng-11903	350	12	simulated	simulated	ADJ
fumecheng-11903	350	13	annealing	annealing	NOUN
fumecheng-11903	350	14	,	,	PUNCT
fumecheng-11903	350	15	handbook	handbook	NOUN
fumecheng-11903	350	16	of	of	ADP
fumecheng-11903	350	17	natural	natural	ADJ
fumecheng-11903	350	18	computing	computing	NOUN
fumecheng-11903	350	19	,	,	PUNCT
fumecheng-11903	350	20	springer	springer	NOUN
fumecheng-11903	350	21	,	,	PUNCT
fumecheng-11903	350	22	berlin	berlin	PROPN
fumecheng-11903	350	23	,	,	PUNCT
fumecheng-11903	350	24	heidelberg	heidelberg	PROPN
fumecheng-11903	350	25	,	,	PUNCT
fumecheng-11903	350	26	pp	pp	ADP
fumecheng-11903	350	27	.	.	PUNCT
fumecheng-11903	351	1	1623	1623	NUM
fumecheng-11903	351	2	-	-	SYM
fumecheng-11903	351	3	1655	1655	NUM
fumecheng-11903	351	4	.	.	PUNCT
fumecheng-11903	352	1	18	18	NUM
fumecheng-11903	352	2	.	.	X
fumecheng-11903	352	3	sabri	sabri	PROPN
fumecheng-11903	352	4	,	,	PUNCT
fumecheng-11903	352	5	n.m	n.m	PROPN
fumecheng-11903	352	6	.	.	PROPN
fumecheng-11903	352	7	,	,	PUNCT
fumecheng-11903	352	8	puteh	puteh	PROPN
fumecheng-11903	352	9	,	,	PUNCT
fumecheng-11903	352	10	m.	m.	NOUN
fumecheng-11903	352	11	,	,	PUNCT
fumecheng-11903	352	12	mahmood	mahmood	PROPN
fumecheng-11903	352	13	,	,	PUNCT
fumecheng-11903	352	14	m.r	m.r	PROPN
fumecheng-11903	352	15	.	.	PROPN
fumecheng-11903	352	16	,	,	PUNCT
fumecheng-11903	352	17	2013	2013	NUM
fumecheng-11903	352	18	,	,	PUNCT
fumecheng-11903	352	19	a	a	DET
fumecheng-11903	352	20	review	review	NOUN
fumecheng-11903	352	21	of	of	ADP
fumecheng-11903	352	22	gravitational	gravitational	ADJ
fumecheng-11903	352	23	search	search	NOUN
fumecheng-11903	352	24	algorithm	algorithm	NOUN
fumecheng-11903	352	25	,	,	PUNCT
fumecheng-11903	352	26	int	int	NOUN
fumecheng-11903	352	27	.	.	PUNCT
fumecheng-11903	353	1	j.	j.	PROPN
fumecheng-11903	353	2	advance	advance	PROPN
fumecheng-11903	353	3	.	.	PUNCT
fumecheng-11903	354	1	soft	soft	ADJ
fumecheng-11903	354	2	comput	comput	NOUN
fumecheng-11903	354	3	.	.	PUNCT
fumecheng-11903	355	1	appl	appl	PROPN
fumecheng-11903	355	2	,	,	PUNCT
fumecheng-11903	355	3	5(3	5(3	NUM
fumecheng-11903	355	4	)	)	PUNCT
fumecheng-11903	355	5	,	,	PUNCT
fumecheng-11903	355	6	pp	pp	ADJ
fumecheng-11903	355	7	.	.	PUNCT
fumecheng-11903	356	1	1	1	NUM
fumecheng-11903	356	2	-	-	SYM
fumecheng-11903	356	3	39	39	NUM
fumecheng-11903	356	4	.	.	PUNCT
fumecheng-11903	357	1	19	19	NUM
fumecheng-11903	357	2	.	.	X
fumecheng-11903	358	1	abualigah	abualigah	PROPN
fumecheng-11903	358	2	,	,	PUNCT
fumecheng-11903	358	3	l.	l.	PROPN
fumecheng-11903	358	4	,	,	PUNCT
fumecheng-11903	358	5	elaziz	elaziz	PROPN
fumecheng-11903	358	6	,	,	PUNCT
fumecheng-11903	358	7	m.	m.	NOUN
fumecheng-11903	358	8	a.	a.	NOUN
fumecheng-11903	358	9	,	,	PUNCT
fumecheng-11903	358	10	sumari	sumari	NOUN
fumecheng-11903	358	11	,	,	PUNCT
fumecheng-11903	358	12	p.	p.	NOUN
fumecheng-11903	358	13	,	,	PUNCT
fumecheng-11903	358	14	khasawneh	khasawneh	PROPN
fumecheng-11903	358	15	,	,	PUNCT
fumecheng-11903	358	16	a.m.	a.m.	ADV
fumecheng-11903	358	17	,	,	PUNCT
fumecheng-11903	358	18	alshinwan	alshinwan	PROPN
fumecheng-11903	358	19	,	,	PUNCT
fumecheng-11903	358	20	m.	m.	NOUN
fumecheng-11903	358	21	,	,	PUNCT
fumecheng-11903	358	22	mirjalili	mirjalili	NOUN
fumecheng-11903	358	23	,	,	PUNCT
fumecheng-11903	358	24	s.	s.	PROPN
fumecheng-11903	358	25	,	,	PUNCT
fumecheng-11903	358	26	gandomi	gandomi	PROPN
fumecheng-11903	358	27	,	,	PUNCT
fumecheng-11903	358	28	a.h	a.h	PROPN
fumecheng-11903	358	29	.	.	PROPN
fumecheng-11903	358	30	,	,	PUNCT
fumecheng-11903	358	31	2022	2022	NUM
fumecheng-11903	358	32	,	,	PUNCT
fumecheng-11903	358	33	black	black	ADJ
fumecheng-11903	358	34	hole	hole	NOUN
fumecheng-11903	358	35	algorithm	algorithm	NOUN
fumecheng-11903	358	36	:	:	PUNCT
fumecheng-11903	358	37	a	a	DET
fumecheng-11903	358	38	comprehensive	comprehensive	ADJ
fumecheng-11903	358	39	survey	survey	NOUN
fumecheng-11903	358	40	,	,	PUNCT
fumecheng-11903	358	41	applied	apply	VERB
fumecheng-11903	358	42	intelligence	intelligence	NOUN
fumecheng-11903	358	43	,	,	PUNCT
fumecheng-11903	358	44	52(10	52(10	NUM
fumecheng-11903	358	45	)	)	PUNCT
fumecheng-11903	358	46	,	,	PUNCT
fumecheng-11903	359	1	pp	pp	PROPN
fumecheng-11903	359	2	.	.	PUNCT
fumecheng-11903	360	1	11892–11915	11892–11915	NUM
fumecheng-11903	360	2	.	.	PUNCT
fumecheng-11903	361	1	20	20	NUM
fumecheng-11903	361	2	.	.	PUNCT
fumecheng-11903	362	1	golabian	golabian	PROPN
fumecheng-11903	362	2	,	,	PUNCT
fumecheng-11903	362	3	h.	h.	PROPN
fumecheng-11903	362	4	,	,	PUNCT
fumecheng-11903	362	5	arkat	arkat	PROPN
fumecheng-11903	362	6	,	,	PUNCT
fumecheng-11903	362	7	j.	j.	PROPN
fumecheng-11903	362	8	,	,	PUNCT
fumecheng-11903	362	9	tavakkoli	tavakkoli	NOUN
fumecheng-11903	362	10	-	-	PUNCT
fumecheng-11903	362	11	moghaddam	moghaddam	NOUN
fumecheng-11903	362	12	,	,	PUNCT
fumecheng-11903	362	13	r.	r.	PROPN
fumecheng-11903	362	14	,	,	PUNCT
fumecheng-11903	362	15	faroughi	faroughi	PROPN
fumecheng-11903	362	16	,	,	PUNCT
fumecheng-11903	362	17	h.	h.	PROPN
fumecheng-11903	362	18	,	,	PUNCT
fumecheng-11903	362	19	2022	2022	NUM
fumecheng-11903	362	20	,	,	PUNCT
fumecheng-11903	362	21	a	a	DET
fumecheng-11903	362	22	multi	multi	ADJ
fumecheng-11903	362	23	-	-	ADJ
fumecheng-11903	362	24	verse	verse	ADJ
fumecheng-11903	362	25	optimizer	optimizer	NOUN
fumecheng-11903	362	26	algorithm	algorithm	NOUN
fumecheng-11903	362	27	for	for	ADP
fumecheng-11903	362	28	ambulance	ambulance	NOUN
fumecheng-11903	362	29	repositioning	reposition	VERB
fumecheng-11903	362	30	in	in	ADP
fumecheng-11903	362	31	emergency	emergency	NOUN
fumecheng-11903	362	32	medical	medical	ADJ
fumecheng-11903	362	33	service	service	NOUN
fumecheng-11903	362	34	systems	system	NOUN
fumecheng-11903	362	35	,	,	PUNCT
fumecheng-11903	362	36	journal	journal	NOUN
fumecheng-11903	362	37	of	of	ADP
fumecheng-11903	362	38	ambient	ambient	ADJ
fumecheng-11903	362	39	intelligence	intelligence	NOUN
fumecheng-11903	362	40	and	and	CCONJ
fumecheng-11903	362	41	humanized	humanize	VERB
fumecheng-11903	362	42	computing	computing	NOUN
fumecheng-11903	362	43	,	,	PUNCT
fumecheng-11903	362	44	13(1	13(1	NUM
fumecheng-11903	362	45	)	)	PUNCT
fumecheng-11903	362	46	,	,	PUNCT
fumecheng-11903	362	47	pp	pp	PROPN
fumecheng-11903	362	48	.	.	PUNCT
fumecheng-11903	363	1	549	549	NUM
fumecheng-11903	363	2	-	-	SYM
fumecheng-11903	363	3	570	570	NUM
fumecheng-11903	363	4	.	.	PUNCT
fumecheng-11903	364	1	21	21	NUM
fumecheng-11903	364	2	.	.	PUNCT
fumecheng-11903	365	1	pereira	pereira	PROPN
fumecheng-11903	365	2	,	,	PUNCT
fumecheng-11903	365	3	j.l.j	j.l.j	PROPN
fumecheng-11903	365	4	.	.	PROPN
fumecheng-11903	365	5	,	,	PUNCT
fumecheng-11903	365	6	francisco	francisco	PROPN
fumecheng-11903	365	7	,	,	PUNCT
fumecheng-11903	365	8	m.b	m.b	PROPN
fumecheng-11903	365	9	.	.	PROPN
fumecheng-11903	365	10	,	,	PUNCT
fumecheng-11903	365	11	diniz	diniz	PROPN
fumecheng-11903	365	12	,	,	PUNCT
fumecheng-11903	365	13	c.a	c.a	PROPN
fumecheng-11903	365	14	.	.	PROPN
fumecheng-11903	365	15	,	,	PUNCT
fumecheng-11903	365	16	oliver	oliver	PROPN
fumecheng-11903	365	17	,	,	PUNCT
fumecheng-11903	365	18	g.a	g.a	PROPN
fumecheng-11903	365	19	.	.	PROPN
fumecheng-11903	365	20	,	,	PUNCT
fumecheng-11903	365	21	cunha	cunha	PROPN
fumecheng-11903	365	22	jr	jr	PROPN
fumecheng-11903	365	23	,	,	PUNCT
fumecheng-11903	365	24	s.s	s.s	PROPN
fumecheng-11903	365	25	.	.	PROPN
fumecheng-11903	365	26	,	,	PUNCT
fumecheng-11903	365	27	gomes	gomes	PROPN
fumecheng-11903	365	28	,	,	PUNCT
fumecheng-11903	365	29	g.f	g.f	PROPN
fumecheng-11903	365	30	,	,	PUNCT
fumecheng-11903	365	31	2021	2021	NUM
fumecheng-11903	365	32	,	,	PUNCT
fumecheng-11903	365	33	lichtenberg	lichtenberg	PROPN
fumecheng-11903	365	34	algorithm	algorithm	PROPN
fumecheng-11903	365	35	:	:	PUNCT
fumecheng-11903	365	36	a	a	DET
fumecheng-11903	365	37	novel	novel	ADJ
fumecheng-11903	365	38	hybrid	hybrid	ADJ
fumecheng-11903	365	39	physics	physics	NOUN
fumecheng-11903	365	40	-	-	PUNCT
fumecheng-11903	365	41	based	base	VERB
fumecheng-11903	365	42	meta	meta	ADJ
fumecheng-11903	365	43	-	-	PUNCT
fumecheng-11903	365	44	heuristic	heuristic	NOUN
fumecheng-11903	365	45	for	for	ADP
fumecheng-11903	365	46	global	global	ADJ
fumecheng-11903	365	47	optimization	optimization	NOUN
fumecheng-11903	365	48	,	,	PUNCT
fumecheng-11903	365	49	expert	expert	NOUN
fumecheng-11903	365	50	systems	system	NOUN
fumecheng-11903	365	51	with	with	ADP
fumecheng-11903	365	52	applications	application	NOUN
fumecheng-11903	365	53	,	,	PUNCT
fumecheng-11903	365	54	170(15	170(15	NUM
fumecheng-11903	365	55	)	)	PUNCT
fumecheng-11903	365	56	,	,	PUNCT
fumecheng-11903	365	57	114522	114522	NUM
fumecheng-11903	365	58	.	.	PUNCT
fumecheng-11903	366	1	22	22	NUM
fumecheng-11903	366	2	.	.	PUNCT
fumecheng-11903	367	1	zhao	zhao	PROPN
fumecheng-11903	367	2	,	,	PUNCT
fumecheng-11903	367	3	f.	f.	PROPN
fumecheng-11903	367	4	,	,	PUNCT
fumecheng-11903	367	5	li	li	PROPN
fumecheng-11903	367	6	,	,	PUNCT
fumecheng-11903	367	7	g.	g.	PROPN
fumecheng-11903	367	8	,	,	PUNCT
fumecheng-11903	367	9	yang	yang	PROPN
fumecheng-11903	367	10	,	,	PUNCT
fumecheng-11903	367	11	c.	c.	PROPN
fumecheng-11903	367	12	,	,	PUNCT
fumecheng-11903	367	13	abraham	abraham	PROPN
fumecheng-11903	367	14	,	,	PUNCT
fumecheng-11903	367	15	a.	a.	PROPN
fumecheng-11903	367	16	,	,	PUNCT
fumecheng-11903	367	17	liu	liu	PROPN
fumecheng-11903	367	18	,	,	PUNCT
fumecheng-11903	367	19	h	h	NOUN
fumecheng-11903	367	20	,	,	PUNCT
fumecheng-11903	367	21	2014	2014	NUM
fumecheng-11903	367	22	,	,	PUNCT
fumecheng-11903	367	23	a	a	DET
fumecheng-11903	367	24	human	human	ADJ
fumecheng-11903	367	25	–	–	PUNCT
fumecheng-11903	367	26	computer	computer	NOUN
fumecheng-11903	367	27	cooperative	cooperative	ADJ
fumecheng-11903	367	28	particle	particle	NOUN
fumecheng-11903	367	29	swarm	swarm	NOUN
fumecheng-11903	367	30	optimization	optimization	NOUN
fumecheng-11903	367	31	based	base	VERB
fumecheng-11903	367	32	immune	immune	ADJ
fumecheng-11903	367	33	algorithm	algorithm	NOUN
fumecheng-11903	367	34	for	for	ADP
fumecheng-11903	367	35	layout	layout	NOUN
fumecheng-11903	367	36	design	design	NOUN
fumecheng-11903	367	37	.	.	PUNCT
fumecheng-11903	368	1	in	in	ADP
fumecheng-11903	368	2	neurocomputing	neurocomputing	NOUN
fumecheng-11903	368	3	,	,	PUNCT
fumecheng-11903	368	4	132	132	NUM
fumecheng-11903	368	5	,	,	PUNCT
fumecheng-11903	368	6	pp	pp	ADJ
fumecheng-11903	368	7	.	.	PUNCT
fumecheng-11903	368	8	68–78	68–78	NOUN
fumecheng-11903	368	9	.	.	PUNCT
fumecheng-11903	368	10	23	23	NUM
fumecheng-11903	368	11	.	.	PUNCT
fumecheng-11903	369	1	samareh	samareh	NOUN
fumecheng-11903	369	2	moosavi	moosavi	PROPN
fumecheng-11903	369	3	,	,	PUNCT
fumecheng-11903	369	4	s.	s.	PROPN
fumecheng-11903	369	5	h.	h.	PROPN
fumecheng-11903	369	6	,	,	PUNCT
fumecheng-11903	369	7	bardsiri	bardsiri	PROPN
fumecheng-11903	369	8	,	,	PUNCT
fumecheng-11903	369	9	v.	v.	PROPN
fumecheng-11903	369	10	k	k	PROPN
fumecheng-11903	369	11	,	,	PUNCT
fumecheng-11903	369	12	2019	2019	NUM
fumecheng-11903	369	13	,	,	PUNCT
fumecheng-11903	369	14	poor	poor	ADJ
fumecheng-11903	369	15	and	and	CCONJ
fumecheng-11903	369	16	rich	rich	ADJ
fumecheng-11903	369	17	optimization	optimization	NOUN
fumecheng-11903	369	18	algorithm	algorithm	NOUN
fumecheng-11903	369	19	:	:	PUNCT
fumecheng-11903	369	20	a	a	DET
fumecheng-11903	369	21	new	new	ADJ
fumecheng-11903	369	22	human	human	NOUN
fumecheng-11903	369	23	-	-	PUNCT
fumecheng-11903	369	24	based	base	VERB
fumecheng-11903	369	25	and	and	CCONJ
fumecheng-11903	369	26	multi	multi	ADJ
fumecheng-11903	369	27	populations	population	NOUN
fumecheng-11903	369	28	algorithm	algorithm	NOUN
fumecheng-11903	369	29	.	.	PUNCT
fumecheng-11903	370	1	engineering	engineering	NOUN
fumecheng-11903	370	2	applications	application	NOUN
fumecheng-11903	370	3	of	of	ADP
fumecheng-11903	370	4	artificial	artificial	ADJ
fumecheng-11903	370	5	intelligence	intelligence	NOUN
fumecheng-11903	370	6	,	,	PUNCT
fumecheng-11903	370	7	86	86	NUM
fumecheng-11903	370	8	,	,	PUNCT
fumecheng-11903	370	9	pp	pp	ADJ
fumecheng-11903	370	10	.	.	PUNCT
fumecheng-11903	371	1	165–181	165–181	NUM
fumecheng-11903	371	2	.	.	NOUN
fumecheng-11903	372	1	24	24	NUM
fumecheng-11903	372	2	.	.	PUNCT
fumecheng-11903	373	1	arnold	arnold	PROPN
fumecheng-11903	373	2	,	,	PUNCT
fumecheng-11903	373	3	d.	d.	PROPN
fumecheng-11903	373	4	v.	v.	PROPN
fumecheng-11903	373	5	,	,	PUNCT
fumecheng-11903	373	6	2002	2002	NUM
fumecheng-11903	373	7	,	,	PUNCT
fumecheng-11903	373	8	noisy	noisy	ADJ
fumecheng-11903	373	9	optimization	optimization	NOUN
fumecheng-11903	373	10	with	with	ADP
fumecheng-11903	373	11	evolution	evolution	NOUN
fumecheng-11903	373	12	strategies	strategy	NOUN
fumecheng-11903	373	13	,	,	PUNCT
fumecheng-11903	373	14	in	in	ADP
fumecheng-11903	373	15	genetic	genetic	ADJ
fumecheng-11903	373	16	algorithms	algorithm	NOUN
fumecheng-11903	373	17	and	and	CCONJ
fumecheng-11903	373	18	evolutionary	evolutionary	ADJ
fumecheng-11903	373	19	computation	computation	NOUN
fumecheng-11903	373	20	,	,	PUNCT
fumecheng-11903	373	21	springer	springer	NOUN
fumecheng-11903	373	22	us	we	PRON
fumecheng-11903	373	23	.	.	PUNCT
fumecheng-11903	374	1	25	25	NUM
fumecheng-11903	374	2	.	.	PUNCT
fumecheng-11903	375	1	koza	koza	PROPN
fumecheng-11903	375	2	,	,	PUNCT
fumecheng-11903	375	3	j.r	j.r	PROPN
fumecheng-11903	375	4	.	.	PROPN
fumecheng-11903	375	5	,	,	PUNCT
fumecheng-11903	375	6	poli	poli	PROPN
fumecheng-11903	375	7	,	,	PUNCT
fumecheng-11903	375	8	r.	r.	PROPN
fumecheng-11903	375	9	,	,	PUNCT
fumecheng-11903	375	10	2005	2005	NUM
fumecheng-11903	375	11	,	,	PUNCT
fumecheng-11903	375	12	genetic	genetic	ADJ
fumecheng-11903	375	13	programming	programming	NOUN
fumecheng-11903	375	14	,	,	PUNCT
fumecheng-11903	375	15	search	search	NOUN
fumecheng-11903	375	16	methodologies	methodology	NOUN
fumecheng-11903	375	17	,	,	PUNCT
fumecheng-11903	375	18	pp	pp	ADV
fumecheng-11903	375	19	.	.	PUNCT
fumecheng-11903	376	1	127	127	NUM
fumecheng-11903	376	2	-	-	SYM
fumecheng-11903	376	3	164	164	NUM
fumecheng-11903	376	4	,	,	PUNCT
fumecheng-11903	376	5	springer	springer	NOUN
fumecheng-11903	376	6	,	,	PUNCT
fumecheng-11903	376	7	boston	boston	PROPN
fumecheng-11903	376	8	,	,	PUNCT
fumecheng-11903	376	9	ma	ma	PROPN
fumecheng-11903	376	10	.	.	PROPN
fumecheng-11903	376	11	26	26	NUM
fumecheng-11903	376	12	.	.	PUNCT
fumecheng-11903	377	1	simon	simon	PROPN
fumecheng-11903	377	2	,	,	PUNCT
fumecheng-11903	377	3	d.	d.	PROPN
fumecheng-11903	377	4	,	,	PUNCT
fumecheng-11903	377	5	2008	2008	NUM
fumecheng-11903	377	6	,	,	PUNCT
fumecheng-11903	377	7	biogeography	biogeography	NOUN
fumecheng-11903	377	8	-	-	PUNCT
fumecheng-11903	377	9	based	base	VERB
fumecheng-11903	377	10	optimization	optimization	NOUN
fumecheng-11903	377	11	,	,	PUNCT
fumecheng-11903	377	12	ieee	ieee	NOUN
fumecheng-11903	377	13	transactions	transaction	NOUN
fumecheng-11903	377	14	on	on	ADP
fumecheng-11903	377	15	evolutionary	evolutionary	ADJ
fumecheng-11903	377	16	computation	computation	NOUN
fumecheng-11903	377	17	,	,	PUNCT
fumecheng-11903	377	18	12(6	12(6	NUM
fumecheng-11903	377	19	)	)	PUNCT
fumecheng-11903	377	20	,	,	PUNCT
fumecheng-11903	377	21	pp	pp	ADP
fumecheng-11903	377	22	.	.	PUNCT
fumecheng-11903	378	1	702	702	NUM
fumecheng-11903	378	2	-	-	SYM
fumecheng-11903	378	3	713	713	NUM
fumecheng-11903	378	4	.	.	PUNCT
fumecheng-11903	379	1	27	27	NUM
fumecheng-11903	379	2	.	.	PUNCT
fumecheng-11903	379	3	opara	opara	NOUN
fumecheng-11903	379	4	,	,	PUNCT
fumecheng-11903	379	5	k.	k.	PROPN
fumecheng-11903	379	6	r.	r.	PROPN
fumecheng-11903	379	7	,	,	PUNCT
fumecheng-11903	379	8	arabas	arabas	PROPN
fumecheng-11903	379	9	,	,	PUNCT
fumecheng-11903	379	10	j.	j.	PROPN
fumecheng-11903	379	11	,	,	PUNCT
fumecheng-11903	379	12	2019	2019	NUM
fumecheng-11903	379	13	,	,	PUNCT
fumecheng-11903	379	14	differential	differential	ADJ
fumecheng-11903	379	15	evolution	evolution	NOUN
fumecheng-11903	379	16	:	:	PUNCT
fumecheng-11903	379	17	a	a	DET
fumecheng-11903	379	18	survey	survey	NOUN
fumecheng-11903	379	19	of	of	ADP
fumecheng-11903	379	20	theoretical	theoretical	ADJ
fumecheng-11903	379	21	analyses	analysis	NOUN
fumecheng-11903	379	22	,	,	PUNCT
fumecheng-11903	379	23	swarm	swarm	NOUN
fumecheng-11903	379	24	and	and	CCONJ
fumecheng-11903	379	25	evolutionary	evolutionary	ADJ
fumecheng-11903	379	26	computation	computation	NOUN
fumecheng-11903	379	27	,	,	PUNCT
fumecheng-11903	379	28	44	44	NUM
fumecheng-11903	379	29	,	,	PUNCT
fumecheng-11903	379	30	pp	pp	ADJ
fumecheng-11903	379	31	.	.	PUNCT
fumecheng-11903	380	1	546	546	NUM
fumecheng-11903	380	2	-	-	SYM
fumecheng-11903	380	3	558	558	NUM
fumecheng-11903	380	4	.	.	PUNCT
fumecheng-11903	381	1	28	28	NUM
fumecheng-11903	381	2	.	.	PUNCT
fumecheng-11903	382	1	katoch	katoch	PROPN
fumecheng-11903	382	2	,	,	PUNCT
fumecheng-11903	382	3	s.	s.	PROPN
fumecheng-11903	382	4	,	,	PUNCT
fumecheng-11903	382	5	chauhan	chauhan	PROPN
fumecheng-11903	382	6	,	,	PUNCT
fumecheng-11903	382	7	s.s	s.s	PROPN
fumecheng-11903	382	8	.	.	PROPN
fumecheng-11903	382	9	,	,	PUNCT
fumecheng-11903	382	10	kumar	kumar	PROPN
fumecheng-11903	382	11	,	,	PUNCT
fumecheng-11903	382	12	v.	v.	PROPN
fumecheng-11903	382	13	,	,	PUNCT
fumecheng-11903	382	14	2021	2021	NUM
fumecheng-11903	382	15	,	,	PUNCT
fumecheng-11903	382	16	a	a	DET
fumecheng-11903	382	17	review	review	NOUN
fumecheng-11903	382	18	on	on	ADP
fumecheng-11903	382	19	genetic	genetic	ADJ
fumecheng-11903	382	20	algorithm	algorithm	NOUN
fumecheng-11903	382	21	:	:	PUNCT
fumecheng-11903	382	22	past	past	ADJ
fumecheng-11903	382	23	,	,	PUNCT
fumecheng-11903	382	24	present	present	ADJ
fumecheng-11903	382	25	,	,	PUNCT
fumecheng-11903	382	26	and	and	CCONJ
fumecheng-11903	382	27	future	future	ADJ
fumecheng-11903	382	28	,	,	PUNCT
fumecheng-11903	382	29	multimedia	multimedia	NOUN
fumecheng-11903	382	30	tools	tool	NOUN
fumecheng-11903	382	31	and	and	CCONJ
fumecheng-11903	382	32	applications	application	NOUN
fumecheng-11903	382	33	,	,	PUNCT
fumecheng-11903	382	34	80(5	80(5	NUM
fumecheng-11903	382	35	)	)	PUNCT
fumecheng-11903	382	36	,	,	PUNCT
fumecheng-11903	382	37	pp	pp	PROPN
fumecheng-11903	382	38	.	.	PUNCT
fumecheng-11903	382	39	8091	8091	NUM
fumecheng-11903	382	40	-	-	SYM
fumecheng-11903	382	41	8126	8126	NUM
fumecheng-11903	382	42	.	.	PUNCT
fumecheng-11903	383	1	29	29	NUM
fumecheng-11903	383	2	.	.	X
fumecheng-11903	383	3	mzili	mzili	PROPN
fumecheng-11903	383	4	,	,	PUNCT
fumecheng-11903	383	5	t.	t.	PROPN
fumecheng-11903	383	6	,	,	PUNCT
fumecheng-11903	383	7	riffi	riffi	PROPN
fumecheng-11903	383	8	,	,	PUNCT
fumecheng-11903	383	9	m.e	m.e	PROPN
fumecheng-11903	383	10	.	.	PROPN
fumecheng-11903	383	11	,	,	PUNCT
fumecheng-11903	383	12	mzili	mzili	PROPN
fumecheng-11903	383	13	,	,	PUNCT
fumecheng-11903	383	14	i.	i.	NOUN
fumecheng-11903	383	15	,	,	PUNCT
fumecheng-11903	383	16	dhiman	dhiman	NOUN
fumecheng-11903	383	17	,	,	PUNCT
fumecheng-11903	383	18	g.	g.	PROPN
fumecheng-11903	383	19	,	,	PUNCT
fumecheng-11903	383	20	2022	2022	NUM
fumecheng-11903	383	21	,	,	PUNCT
fumecheng-11903	383	22	a	a	DET
fumecheng-11903	383	23	novel	novel	ADJ
fumecheng-11903	383	24	discrete	discrete	ADJ
fumecheng-11903	383	25	rat	rat	NOUN
fumecheng-11903	383	26	swarm	swarm	NOUN
fumecheng-11903	383	27	optimization	optimization	NOUN
fumecheng-11903	383	28	(	(	PUNCT
fumecheng-11903	383	29	drso	drso	NOUN
fumecheng-11903	383	30	)	)	PUNCT
fumecheng-11903	383	31	algorithm	algorithm	NOUN
fumecheng-11903	383	32	for	for	ADP
fumecheng-11903	383	33	solving	solve	VERB
fumecheng-11903	383	34	the	the	DET
fumecheng-11903	383	35	traveling	travel	VERB
fumecheng-11903	383	36	salesman	salesman	ADJ
fumecheng-11903	383	37	problem	problem	NOUN
fumecheng-11903	383	38	,	,	PUNCT
fumecheng-11903	383	39	decision	decision	NOUN
fumecheng-11903	383	40	making	making	NOUN
fumecheng-11903	383	41	:	:	PUNCT
fumecheng-11903	383	42	applications	application	NOUN
fumecheng-11903	383	43	in	in	ADP
fumecheng-11903	383	44	management	management	NOUN
fumecheng-11903	383	45	and	and	CCONJ
fumecheng-11903	383	46	engineering	engineering	NOUN
fumecheng-11903	383	47	,	,	PUNCT
fumecheng-11903	383	48	5(2	5(2	NUM
fumecheng-11903	383	49	)	)	PUNCT
fumecheng-11903	383	50	,	,	PUNCT
fumecheng-11903	384	1	pp	pp	ADP
fumecheng-11903	384	2	.	.	PUNCT
fumecheng-11903	385	1	287	287	NUM
fumecheng-11903	385	2	-	-	SYM
fumecheng-11903	385	3	299	299	NUM
fumecheng-11903	385	4	.	.	PUNCT
fumecheng-11903	386	1	30	30	NUM
fumecheng-11903	386	2	.	.	PUNCT
fumecheng-11903	387	1	clerc	clerc	PROPN
fumecheng-11903	387	2	,	,	PUNCT
fumecheng-11903	387	3	m.	m.	NOUN
fumecheng-11903	387	4	,	,	PUNCT
fumecheng-11903	387	5	2004	2004	NUM
fumecheng-11903	387	6	,	,	PUNCT
fumecheng-11903	387	7	discrete	discrete	ADJ
fumecheng-11903	387	8	particle	particle	NOUN
fumecheng-11903	387	9	swarm	swarm	NOUN
fumecheng-11903	387	10	optimization	optimization	NOUN
fumecheng-11903	387	11	,	,	PUNCT
fumecheng-11903	387	12	illustrated	illustrate	VERB
fumecheng-11903	387	13	by	by	ADP
fumecheng-11903	387	14	the	the	DET
fumecheng-11903	387	15	traveling	travel	VERB
fumecheng-11903	387	16	salesman	salesman	ADJ
fumecheng-11903	387	17	problem	problem	NOUN
fumecheng-11903	387	18	,	,	PUNCT
fumecheng-11903	387	19	in	in	ADP
fumecheng-11903	387	20	onwubolu	onwubolu	NOUN
fumecheng-11903	387	21	,	,	PUNCT
fumecheng-11903	387	22	g.c	g.c	PROPN
fumecheng-11903	387	23	.	.	PROPN
fumecheng-11903	387	24	,	,	PUNCT
fumecheng-11903	387	25	babu	babu	PROPN
fumecheng-11903	387	26	,	,	PUNCT
fumecheng-11903	387	27	b.v	b.v	PROPN
fumecheng-11903	387	28	.	.	PROPN
fumecheng-11903	387	29	,	,	PUNCT
fumecheng-11903	387	30	new	new	ADJ
fumecheng-11903	387	31	optimization	optimization	NOUN
fumecheng-11903	387	32	techniques	technique	NOUN
fumecheng-11903	387	33	in	in	ADP
fumecheng-11903	387	34	engineering	engineering	NOUN
fumecheng-11903	387	35	,	,	PUNCT
fumecheng-11903	387	36	pp	pp	ADJ
fumecheng-11903	387	37	.	.	PUNCT
fumecheng-11903	388	1	219	219	NUM
fumecheng-11903	388	2	-	-	SYM
fumecheng-11903	388	3	239	239	NUM
fumecheng-11903	388	4	.	.	PUNCT
fumecheng-11903	389	1	31	31	NUM
fumecheng-11903	389	2	.	.	PUNCT
fumecheng-11903	389	3	di	di	PROPN
fumecheng-11903	389	4	blanco	blanco	PROPN
fumecheng-11903	389	5	,	,	PUNCT
fumecheng-11903	389	6	y.	y.	PROPN
fumecheng-11903	389	7	e.	e.	PROPN
fumecheng-11903	389	8	,	,	PUNCT
fumecheng-11903	389	9	desbiez	desbiez	NOUN
fumecheng-11903	389	10	,	,	PUNCT
fumecheng-11903	389	11	a.	a.	PROPN
fumecheng-11903	389	12	l.	l.	PROPN
fumecheng-11903	389	13	j.	j.	PROPN
fumecheng-11903	389	14	,	,	PUNCT
fumecheng-11903	389	15	jiménez	jiménez	PROPN
fumecheng-11903	389	16	-	-	PUNCT
fumecheng-11903	389	17	pérez	pérez	NOUN
fumecheng-11903	389	18	,	,	PUNCT
fumecheng-11903	389	19	i.	i.	NOUN
fumecheng-11903	389	20	,	,	PUNCT
fumecheng-11903	389	21	kluyber	kluyber	PROPN
fumecheng-11903	389	22	,	,	PUNCT
fumecheng-11903	389	23	d.	d.	PROPN
fumecheng-11903	389	24	,	,	PUNCT
fumecheng-11903	389	25	massocato	massocato	PROPN
fumecheng-11903	389	26	,	,	PUNCT
fumecheng-11903	389	27	g.	g.	PROPN
fumecheng-11903	389	28	f.	f.	PROPN
fumecheng-11903	389	29	,	,	PUNCT
fumecheng-11903	389	30	di	di	NOUN
fumecheng-11903	389	31	bitetti	bitetti	NOUN
fumecheng-11903	389	32	,	,	PUNCT
fumecheng-11903	389	33	m.	m.	NOUN
fumecheng-11903	389	34	s.	s.	PROPN
fumecheng-11903	389	35	,	,	PUNCT
fumecheng-11903	389	36	2017	2017	NUM
fumecheng-11903	389	37	,	,	PUNCT
fumecheng-11903	389	38	habitat	habitat	NOUN
fumecheng-11903	389	39	selection	selection	NOUN
fumecheng-11903	389	40	and	and	CCONJ
fumecheng-11903	389	41	home	home	NOUN
fumecheng-11903	389	42	-	-	PUNCT
fumecheng-11903	389	43	range	range	NOUN
fumecheng-11903	389	44	use	use	NOUN
fumecheng-11903	389	45	by	by	ADP
fumecheng-11903	389	46	resident	resident	NOUN
fumecheng-11903	389	47	and	and	CCONJ
fumecheng-11903	389	48	reintroduced	reintroduce	VERB
fumecheng-11903	389	49	giant	giant	ADJ
fumecheng-11903	389	50	anteaters	anteater	NOUN
fumecheng-11903	389	51	in	in	ADP
fumecheng-11903	389	52	2	2	NUM
fumecheng-11903	389	53	south	south	ADJ
fumecheng-11903	389	54	american	american	ADJ
fumecheng-11903	389	55	wetlands	wetlands	PROPN
fumecheng-11903	389	56	,	,	PUNCT
fumecheng-11903	389	57	journal	journal	NOUN
fumecheng-11903	389	58	of	of	ADP
fumecheng-11903	389	59	mammalogy	mammalogy	NOUN
fumecheng-11903	389	60	,	,	PUNCT
fumecheng-11903	389	61	98(4	98(4	NUM
fumecheng-11903	389	62	)	)	PUNCT
fumecheng-11903	389	63	,	,	PUNCT
fumecheng-11903	389	64	pp	pp	PROPN
fumecheng-11903	389	65	.	.	PUNCT
fumecheng-11903	389	66	1118–1128	1118–1128	NUM
fumecheng-11903	389	67	.	.	PUNCT
fumecheng-11903	390	1	32	32	NUM
fumecheng-11903	390	2	.	.	PUNCT
fumecheng-11903	391	1	cheng	cheng	PROPN
fumecheng-11903	391	2	,	,	PUNCT
fumecheng-11903	391	3	m.y	m.y	PROPN
fumecheng-11903	391	4	.	.	PROPN
fumecheng-11903	391	5	,	,	PUNCT
fumecheng-11903	391	6	prayogo	prayogo	PROPN
fumecheng-11903	391	7	,	,	PUNCT
fumecheng-11903	391	8	d.	d.	PROPN
fumecheng-11903	391	9	,	,	PUNCT
fumecheng-11903	391	10	2014	2014	NUM
fumecheng-11903	391	11	,	,	PUNCT
fumecheng-11903	391	12	symbiotic	symbiotic	ADJ
fumecheng-11903	391	13	organisms	organism	NOUN
fumecheng-11903	391	14	search	search	VERB
fumecheng-11903	391	15	:	:	PUNCT
fumecheng-11903	391	16	a	a	DET
fumecheng-11903	391	17	new	new	ADJ
fumecheng-11903	391	18	metaheuristic	metaheuristic	ADJ
fumecheng-11903	391	19	optimization	optimization	NOUN
fumecheng-11903	391	20	algorithm	algorithm	NOUN
fumecheng-11903	391	21	,	,	PUNCT
fumecheng-11903	391	22	computers	computer	NOUN
fumecheng-11903	391	23	&	&	CCONJ
fumecheng-11903	391	24	structures	structure	NOUN
fumecheng-11903	391	25	,	,	PUNCT
fumecheng-11903	391	26	139	139	NUM
fumecheng-11903	391	27	,	,	PUNCT
fumecheng-11903	391	28	pp	pp	ADJ
fumecheng-11903	391	29	.	.	PUNCT
fumecheng-11903	392	1	98	98	NUM
fumecheng-11903	392	2	-	-	SYM
fumecheng-11903	392	3	112	112	NUM
fumecheng-11903	392	4	.	.	PUNCT
fumecheng-11903	393	1	33	33	NUM
fumecheng-11903	393	2	.	.	PUNCT
fumecheng-11903	393	3	jain	jain	PROPN
fumecheng-11903	393	4	,	,	PUNCT
fumecheng-11903	393	5	m.	m.	NOUN
fumecheng-11903	393	6	,	,	PUNCT
fumecheng-11903	393	7	singh	singh	PROPN
fumecheng-11903	393	8	,	,	PUNCT
fumecheng-11903	393	9	v.	v.	PROPN
fumecheng-11903	393	10	,	,	PUNCT
fumecheng-11903	393	11	rani	rani	PROPN
fumecheng-11903	393	12	,	,	PUNCT
fumecheng-11903	393	13	a.	a.	NOUN
fumecheng-11903	393	14	,	,	PUNCT
fumecheng-11903	393	15	2019	2019	NUM
fumecheng-11903	393	16	,	,	PUNCT
fumecheng-11903	393	17	a	a	DET
fumecheng-11903	393	18	novel	novel	ADJ
fumecheng-11903	393	19	nature	nature	NOUN
fumecheng-11903	393	20	-	-	PUNCT
fumecheng-11903	393	21	inspired	inspire	VERB
fumecheng-11903	393	22	algorithm	algorithm	NOUN
fumecheng-11903	393	23	for	for	ADP
fumecheng-11903	393	24	optimization	optimization	NOUN
fumecheng-11903	393	25	:	:	PUNCT
fumecheng-11903	393	26	squirrel	squirrel	NOUN
fumecheng-11903	393	27	search	search	NOUN
fumecheng-11903	393	28	algorithm	algorithm	NOUN
fumecheng-11903	393	29	,	,	PUNCT
fumecheng-11903	393	30	swarm	swarm	NOUN
fumecheng-11903	393	31	and	and	CCONJ
fumecheng-11903	393	32	evolutionary	evolutionary	ADJ
fumecheng-11903	393	33	computation	computation	NOUN
fumecheng-11903	393	34	,	,	PUNCT
fumecheng-11903	393	35	44	44	NUM
fumecheng-11903	393	36	,	,	PUNCT
fumecheng-11903	393	37	pp	pp	ADJ
fumecheng-11903	393	38	.	.	PUNCT
fumecheng-11903	394	1	148	148	NUM
fumecheng-11903	394	2	-	-	SYM
fumecheng-11903	394	3	175	175	NUM
fumecheng-11903	394	4	.	.	PUNCT
fumecheng-11903	395	1	34	34	NUM
fumecheng-11903	395	2	.	.	PUNCT
fumecheng-11903	396	1	james	james	PROPN
fumecheng-11903	396	2	,	,	PUNCT
fumecheng-11903	396	3	p.c	p.c	PROPN
fumecheng-11903	396	4	.	.	PROPN
fumecheng-11903	396	5	,	,	PUNCT
fumecheng-11903	396	6	verbeek	verbeek	PROPN
fumecheng-11903	396	7	,	,	PUNCT
fumecheng-11903	396	8	n.a	n.a	PROPN
fumecheng-11903	396	9	.	.	PROPN
fumecheng-11903	396	10	,	,	PUNCT
fumecheng-11903	396	11	1983	1983	NUM
fumecheng-11903	396	12	,	,	PUNCT
fumecheng-11903	396	13	the	the	DET
fumecheng-11903	396	14	food	food	NOUN
fumecheng-11903	396	15	storage	storage	NOUN
fumecheng-11903	396	16	behaviour	behaviour	NOUN
fumecheng-11903	396	17	of	of	ADP
fumecheng-11903	396	18	the	the	DET
fumecheng-11903	396	19	northwestern	northwestern	ADJ
fumecheng-11903	396	20	crow	crow	NOUN
fumecheng-11903	396	21	,	,	PUNCT
fumecheng-11903	396	22	behaviour	behaviour	NOUN
fumecheng-11903	396	23	,	,	PUNCT
fumecheng-11903	396	24	85(3	85(3	PROPN
fumecheng-11903	396	25	-	-	SYM
fumecheng-11903	396	26	4	4	NUM
fumecheng-11903	396	27	)	)	PUNCT
fumecheng-11903	396	28	,	,	PUNCT
fumecheng-11903	396	29	pp	pp	ADP
fumecheng-11903	396	30	.	.	PUNCT
fumecheng-11903	397	1	276	276	NUM
fumecheng-11903	397	2	-	-	SYM
fumecheng-11903	397	3	291	291	NUM
fumecheng-11903	397	4	.	.	PUNCT
fumecheng-11903	398	1	35	35	NUM
fumecheng-11903	398	2	.	.	PUNCT
fumecheng-11903	398	3	geem	geem	PROPN
fumecheng-11903	398	4	,	,	PUNCT
fumecheng-11903	398	5	z.w	z.w	PROPN
fumecheng-11903	398	6	.	.	PROPN
fumecheng-11903	398	7	,	,	PUNCT
fumecheng-11903	398	8	2009	2009	NUM
fumecheng-11903	398	9	,	,	PUNCT
fumecheng-11903	398	10	music	music	NOUN
fumecheng-11903	398	11	-	-	PUNCT
fumecheng-11903	398	12	inspired	inspire	VERB
fumecheng-11903	398	13	harmony	harmony	NOUN
fumecheng-11903	398	14	search	search	NOUN
fumecheng-11903	398	15	algorithm	algorithm	NOUN
fumecheng-11903	398	16	,	,	PUNCT
fumecheng-11903	398	17	studies	study	NOUN
fumecheng-11903	398	18	in	in	ADP
fumecheng-11903	398	19	computational	computational	ADJ
fumecheng-11903	398	20	intelligence	intelligence	NOUN
fumecheng-11903	398	21	,	,	PUNCT
fumecheng-11903	398	22	springer	springer	NOUN
fumecheng-11903	398	23	berlin	berlin	PROPN
fumecheng-11903	398	24	heidelberg	heidelberg	PROPN
fumecheng-11903	398	25	.	.	PUNCT
fumecheng-11903	399	1	36	36	NUM
fumecheng-11903	399	2	.	.	X
fumecheng-11903	400	1	mzili	mzili	PROPN
fumecheng-11903	400	2	,	,	PUNCT
fumecheng-11903	400	3	i.	i.	PROPN
fumecheng-11903	400	4	,	,	PUNCT
fumecheng-11903	400	5	riffi	riffi	PROPN
fumecheng-11903	400	6	,	,	PUNCT
fumecheng-11903	400	7	m.	m.	PROPN
fumecheng-11903	400	8	e.	e.	PROPN
fumecheng-11903	400	9	,	,	PUNCT
fumecheng-11903	400	10	benzekri	benzekri	PROPN
fumecheng-11903	400	11	,	,	PUNCT
fumecheng-11903	400	12	f.	f.	PROPN
fumecheng-11903	400	13	,	,	PUNCT
fumecheng-11903	400	14	2017	2017	NUM
fumecheng-11903	400	15	,	,	PUNCT
fumecheng-11903	400	16	penguins	penguin	VERB
fumecheng-11903	400	17	search	search	NOUN
fumecheng-11903	400	18	optimization	optimization	NOUN
fumecheng-11903	400	19	algorithm	algorithm	NOUN
fumecheng-11903	400	20	to	to	PART
fumecheng-11903	400	21	solve	solve	VERB
fumecheng-11903	400	22	quadratic	quadratic	ADJ
fumecheng-11903	400	23	assignment	assignment	NOUN
fumecheng-11903	400	24	problem	problem	NOUN
fumecheng-11903	400	25	,	,	PUNCT
fumecheng-11903	400	26	proc	proc	NOUN
fumecheng-11903	400	27	.	.	PUNCT
fumecheng-11903	401	1	2nd	2nd	ADJ
fumecheng-11903	401	2	international	international	ADJ
fumecheng-11903	401	3	conference	conference	NOUN
fumecheng-11903	401	4	on	on	ADP
fumecheng-11903	401	5	big	big	ADJ
fumecheng-11903	401	6	data	datum	NOUN
fumecheng-11903	401	7	,	,	PUNCT
fumecheng-11903	401	8	cloud	cloud	NOUN
fumecheng-11903	401	9	and	and	CCONJ
fumecheng-11903	401	10	applications	application	NOUN
fumecheng-11903	401	11	,	,	PUNCT
fumecheng-11903	401	12	pp	pp	ADJ
fumecheng-11903	401	13	.	.	PUNCT
fumecheng-11903	402	1	1	1	NUM
fumecheng-11903	402	2	-	-	SYM
fumecheng-11903	402	3	6	6	NUM
fumecheng-11903	402	4	.	.	NOUN
fumecheng-11903	403	1	37	37	NUM
fumecheng-11903	403	2	.	.	PUNCT
fumecheng-11903	404	1	bouzidi	bouzidi	PROPN
fumecheng-11903	404	2	,	,	PUNCT
fumecheng-11903	404	3	a.	a.	PROPN
fumecheng-11903	404	4	,	,	PUNCT
fumecheng-11903	404	5	riffi	riffi	PROPN
fumecheng-11903	404	6	,	,	PUNCT
fumecheng-11903	404	7	m.e	m.e	PROPN
fumecheng-11903	404	8	.	.	PROPN
fumecheng-11903	404	9	,	,	PUNCT
fumecheng-11903	404	10	2014	2014	NUM
fumecheng-11903	404	11	,	,	PUNCT
fumecheng-11903	404	12	discrete	discrete	ADJ
fumecheng-11903	404	13	cat	cat	NOUN
fumecheng-11903	404	14	swarm	swarm	NOUN
fumecheng-11903	404	15	optimization	optimization	NOUN
fumecheng-11903	404	16	algorithm	algorithm	NOUN
fumecheng-11903	404	17	applied	apply	VERB
fumecheng-11903	404	18	to	to	ADP
fumecheng-11903	404	19	combinatorial	combinatorial	ADJ
fumecheng-11903	404	20	optimization	optimization	NOUN
fumecheng-11903	404	21	problems	problem	NOUN
fumecheng-11903	404	22	,	,	PUNCT
fumecheng-11903	404	23	proc	proc	NOUN
fumecheng-11903	404	24	.	.	PROPN
fumecheng-11903	405	1	2014	2014	NUM
fumecheng-11903	405	2	5th	5th	ADJ
fumecheng-11903	405	3	workshop	workshop	NOUN
fumecheng-11903	405	4	on	on	ADP
fumecheng-11903	405	5	codes	code	NOUN
fumecheng-11903	405	6	,	,	PUNCT
fumecheng-11903	405	7	cryptography	cryptography	NOUN
fumecheng-11903	405	8	and	and	CCONJ
fumecheng-11903	405	9	communication	communication	NOUN
fumecheng-11903	405	10	systems	system	NOUN
fumecheng-11903	405	11	wcccs	wcccs	PROPN
fumecheng-11903	405	12	,	,	PUNCT
fumecheng-11903	405	13	el	el	PROPN
fumecheng-11903	405	14	jadida	jadida	PROPN
fumecheng-11903	405	15	,	,	PUNCT
fumecheng-11903	405	16	morocco	morocco	PROPN
fumecheng-11903	405	17	,	,	PUNCT
fumecheng-11903	405	18	pp	pp	ADJ
fumecheng-11903	405	19	.	.	PUNCT
fumecheng-11903	406	1	30	30	NUM
fumecheng-11903	406	2	-	-	SYM
fumecheng-11903	406	3	34	34	NUM
fumecheng-11903	406	4	.	.	PUNCT
fumecheng-11903	407	1	38	38	NUM
fumecheng-11903	407	2	.	.	PUNCT
fumecheng-11903	408	1	bouzidi	bouzidi	PROPN
fumecheng-11903	408	2	,	,	PUNCT
fumecheng-11903	408	3	s.	s.	PROPN
fumecheng-11903	408	4	,	,	PUNCT
fumecheng-11903	408	5	bouzidi	bouzidi	NOUN
fumecheng-11903	408	6	,	,	PUNCT
fumecheng-11903	408	7	m.	m.	NOUN
fumecheng-11903	408	8	,	,	PUNCT
fumecheng-11903	408	9	riffi	riffi	PROPN
fumecheng-11903	408	10	,	,	PUNCT
fumecheng-11903	408	11	m.e	m.e	PROPN
fumecheng-11903	408	12	.	.	PROPN
fumecheng-11903	408	13	,	,	PUNCT
fumecheng-11903	408	14	2019	2019	NUM
fumecheng-11903	408	15	,	,	PUNCT
fumecheng-11903	408	16	solving	solve	VERB
fumecheng-11903	408	17	the	the	DET
fumecheng-11903	408	18	quadratic	quadratic	ADJ
fumecheng-11903	408	19	assignment	assignment	NOUN
fumecheng-11903	408	20	problem	problem	NOUN
fumecheng-11903	408	21	using	use	VERB
fumecheng-11903	408	22	the	the	DET
fumecheng-11903	408	23	swallow	swallow	NOUN
fumecheng-11903	408	24	swarm	swarm	NOUN
fumecheng-11903	408	25	optimization	optimization	NOUN
fumecheng-11903	408	26	problem	problem	NOUN
fumecheng-11903	408	27	,	,	PUNCT
fumecheng-11903	408	28	international	international	ADJ
fumecheng-11903	408	29	journal	journal	NOUN
fumecheng-11903	408	30	of	of	ADP
fumecheng-11903	408	31	engineering	engineering	NOUN
fumecheng-11903	408	32	and	and	CCONJ
fumecheng-11903	408	33	advanced	advanced	ADJ
fumecheng-11903	408	34	technology	technology	NOUN
fumecheng-11903	408	35	,	,	PUNCT
fumecheng-11903	408	36	8(6	8(6	NUM
fumecheng-11903	408	37	)	)	PUNCT
fumecheng-11903	408	38	,	,	PUNCT
fumecheng-11903	408	39	pp	pp	ADP
fumecheng-11903	408	40	.	.	PUNCT
fumecheng-11903	409	1	3116	3116	NUM
fumecheng-11903	409	2	-	-	SYM
fumecheng-11903	409	3	3120	3120	NUM
fumecheng-11903	409	4	.	.	PUNCT
fumecheng-11903	410	1	39	39	NUM
fumecheng-11903	410	2	.	.	PUNCT
fumecheng-11903	411	1	gao	gao	PROPN
fumecheng-11903	411	2	,	,	PUNCT
fumecheng-11903	411	3	x.z	x.z	PROPN
fumecheng-11903	411	4	.	.	PROPN
fumecheng-11903	411	5	,	,	PUNCT
fumecheng-11903	411	6	govindasamy	govindasamy	NOUN
fumecheng-11903	411	7	,	,	PUNCT
fumecheng-11903	411	8	v.	v.	PROPN
fumecheng-11903	411	9	,	,	PUNCT
fumecheng-11903	411	10	xu	xu	PROPN
fumecheng-11903	411	11	,	,	PUNCT
fumecheng-11903	411	12	h.	h.	PROPN
fumecheng-11903	411	13	,	,	PUNCT
fumecheng-11903	411	14	wang	wang	PROPN
fumecheng-11903	411	15	,	,	PUNCT
fumecheng-11903	411	16	x.	x.	PROPN
fumecheng-11903	411	17	,	,	PUNCT
fumecheng-11903	411	18	zenger	zenger	NOUN
fumecheng-11903	411	19	,	,	PUNCT
fumecheng-11903	411	20	k.	k.	PROPN
fumecheng-11903	411	21	,	,	PUNCT
fumecheng-11903	411	22	2015	2015	NUM
fumecheng-11903	411	23	,	,	PUNCT
fumecheng-11903	411	24	harmony	harmony	NOUN
fumecheng-11903	411	25	search	search	NOUN
fumecheng-11903	411	26	method	method	NOUN
fumecheng-11903	411	27	:	:	PUNCT
fumecheng-11903	411	28	theory	theory	NOUN
fumecheng-11903	411	29	and	and	CCONJ
fumecheng-11903	411	30	applications	application	NOUN
fumecheng-11903	411	31	,	,	PUNCT
fumecheng-11903	411	32	computational	computational	ADJ
fumecheng-11903	411	33	intelligence	intelligence	NOUN
fumecheng-11903	411	34	and	and	CCONJ
fumecheng-11903	411	35	neuroscience	neuroscience	NOUN
fumecheng-11903	411	36	,	,	PUNCT
fumecheng-11903	411	37	2015	2015	NUM
fumecheng-11903	411	38	,	,	PUNCT
fumecheng-11903	411	39	258491	258491	NUM
fumecheng-11903	411	40	.	.	PUNCT
fumecheng-11903	412	1	40	40	NUM
fumecheng-11903	412	2	.	.	PUNCT
fumecheng-11903	413	1	krishnamoorthy	krishnamoorthy	PROPN
fumecheng-11903	413	2	,	,	PUNCT
fumecheng-11903	413	3	m.s	m.s	PROPN
fumecheng-11903	413	4	.	.	PROPN
fumecheng-11903	413	5	,	,	PUNCT
fumecheng-11903	413	6	1975	1975	NUM
fumecheng-11903	413	7	,	,	PUNCT
fumecheng-11903	413	8	an	an	DET
fumecheng-11903	413	9	np	np	INTJ
fumecheng-11903	413	10	-	-	PUNCT
fumecheng-11903	413	11	hard	hard	ADJ
fumecheng-11903	413	12	problem	problem	NOUN
fumecheng-11903	413	13	in	in	ADP
fumecheng-11903	413	14	bipartite	bipartite	NOUN
fumecheng-11903	413	15	graphs	graph	NOUN
fumecheng-11903	413	16	.	.	PUNCT
fumecheng-11903	414	1	,	,	PUNCT
fumecheng-11903	414	2	acm	acm	PROPN
fumecheng-11903	414	3	sigact	sigact	PROPN
fumecheng-11903	414	4	news	news	PROPN
fumecheng-11903	414	5	,	,	PUNCT
fumecheng-11903	414	6	7(1	7(1	NUM
fumecheng-11903	414	7	)	)	PUNCT
fumecheng-11903	414	8	,	,	PUNCT
fumecheng-11903	415	1	pp	pp	PROPN
fumecheng-11903	415	2	.	.	PUNCT
fumecheng-11903	416	1	26	26	NUM
fumecheng-11903	416	2	-	-	SYM
fumecheng-11903	416	3	26	26	NUM
fumecheng-11903	416	4	.	.	PUNCT
fumecheng-11903	417	1	552	552	NUM
fumecheng-11903	417	2	t.	t.	PROPN
fumecheng-11903	417	3	mzili	mzili	NOUN
fumecheng-11903	417	4	,	,	PUNCT
fumecheng-11903	417	5	i.	i.	PROPN
fumecheng-11903	417	6	mzili	mzili	PROPN
fumecheng-11903	417	7	,	,	PUNCT
fumecheng-11903	417	8	m.e	m.e	PROPN
fumecheng-11903	417	9	.	.	PROPN
fumecheng-11903	417	10	riffi	riffi	PROPN
fumecheng-11903	417	11	,	,	PUNCT
fumecheng-11903	417	12	d.	d.	PROPN
fumecheng-11903	417	13	pamucar	pamucar	PROPN
fumecheng-11903	417	14	,	,	PUNCT
fumecheng-11903	417	15	v.	v.	PROPN
fumecheng-11903	417	16	simic	simic	PROPN
fumecheng-11903	417	17	,	,	PUNCT
fumecheng-11903	417	18	m.	m.	NOUN
fumecheng-11903	417	19	kurdi	kurdi	PROPN
fumecheng-11903	417	20	41	41	NUM
fumecheng-11903	417	21	.	.	PUNCT
fumecheng-11903	418	1	loiola	loiola	PROPN
fumecheng-11903	418	2	,	,	PUNCT
fumecheng-11903	418	3	e.	e.	PROPN
fumecheng-11903	418	4	m.	m.	PROPN
fumecheng-11903	418	5	,	,	PUNCT
fumecheng-11903	418	6	de	de	PROPN
fumecheng-11903	418	7	abreu	abreu	PROPN
fumecheng-11903	418	8	,	,	PUNCT
fumecheng-11903	418	9	n.	n.	PROPN
fumecheng-11903	418	10	m.	m.	NOUN
fumecheng-11903	418	11	m.	m.	NOUN
fumecheng-11903	418	12	,	,	PUNCT
fumecheng-11903	418	13	boaventura	boaventura	NOUN
fumecheng-11903	418	14	-	-	PUNCT
fumecheng-11903	418	15	netto	netto	PROPN
fumecheng-11903	418	16	,	,	PUNCT
fumecheng-11903	418	17	p.o	p.o	PROPN
fumecheng-11903	418	18	.	.	PROPN
fumecheng-11903	418	19	,	,	PUNCT
fumecheng-11903	418	20	hahn	hahn	PROPN
fumecheng-11903	418	21	,	,	PUNCT
fumecheng-11903	418	22	p.	p.	PROPN
fumecheng-11903	418	23	,	,	PUNCT
fumecheng-11903	418	24	querido	querido	NOUN
fumecheng-11903	418	25	,	,	PUNCT
fumecheng-11903	418	26	t.	t.	PROPN
fumecheng-11903	418	27	,	,	PUNCT
fumecheng-11903	418	28	2007	2007	NUM
fumecheng-11903	418	29	,	,	PUNCT
fumecheng-11903	418	30	a	a	DET
fumecheng-11903	418	31	survey	survey	NOUN
fumecheng-11903	418	32	for	for	ADP
fumecheng-11903	418	33	the	the	DET
fumecheng-11903	418	34	quadratic	quadratic	ADJ
fumecheng-11903	418	35	assignment	assignment	NOUN
fumecheng-11903	418	36	problem	problem	NOUN
fumecheng-11903	418	37	,	,	PUNCT
fumecheng-11903	418	38	european	european	ADJ
fumecheng-11903	418	39	journal	journal	PROPN
fumecheng-11903	418	40	of	of	ADP
fumecheng-11903	418	41	operational	operational	ADJ
fumecheng-11903	418	42	research	research	NOUN
fumecheng-11903	418	43	,	,	PUNCT
fumecheng-11903	418	44	176(2	176(2	NUM
fumecheng-11903	418	45	)	)	PUNCT
fumecheng-11903	418	46	,	,	PUNCT
fumecheng-11903	418	47	pp	pp	ADP
fumecheng-11903	418	48	.	.	PUNCT
fumecheng-11903	419	1	657–690	657–690	NUM
fumecheng-11903	419	2	.	.	PUNCT
fumecheng-11903	420	1	42	42	NUM
fumecheng-11903	420	2	.	.	PUNCT
fumecheng-11903	421	1	tseng	tseng	PROPN
fumecheng-11903	421	2	,	,	PUNCT
fumecheng-11903	421	3	l.y	l.y	PROPN
fumecheng-11903	421	4	,	,	PUNCT
fumecheng-11903	421	5	liang	liang	PROPN
fumecheng-11903	421	6	,	,	PUNCT
fumecheng-11903	421	7	s.c	s.c	PROPN
fumecheng-11903	421	8	.	.	PROPN
fumecheng-11903	421	9	,	,	PUNCT
fumecheng-11903	421	10	2006	2006	NUM
fumecheng-11903	421	11	,	,	PUNCT
fumecheng-11903	421	12	a	a	DET
fumecheng-11903	421	13	hybrid	hybrid	ADJ
fumecheng-11903	421	14	metaheuristic	metaheuristic	NOUN
fumecheng-11903	421	15	for	for	ADP
fumecheng-11903	421	16	the	the	DET
fumecheng-11903	421	17	quadratic	quadratic	ADJ
fumecheng-11903	421	18	assignment	assignment	NOUN
fumecheng-11903	421	19	problem	problem	NOUN
fumecheng-11903	421	20	,	,	PUNCT
fumecheng-11903	421	21	computational	computational	ADJ
fumecheng-11903	421	22	optimization	optimization	NOUN
fumecheng-11903	421	23	and	and	CCONJ
fumecheng-11903	421	24	applications	application	NOUN
fumecheng-11903	421	25	,	,	PUNCT
fumecheng-11903	421	26	34(1	34(1	NUM
fumecheng-11903	421	27	)	)	PUNCT
fumecheng-11903	421	28	,	,	PUNCT
fumecheng-11903	421	29	pp	pp	PROPN
fumecheng-11903	421	30	.	.	PUNCT
fumecheng-11903	421	31	85	85	NUM
fumecheng-11903	421	32	-	-	SYM
fumecheng-11903	421	33	113	113	NUM
fumecheng-11903	421	34	.	.	PUNCT
fumecheng-11903	421	35	43	43	NUM
fumecheng-11903	421	36	.	.	PUNCT
fumecheng-11903	422	1	mohassesian	mohassesian	PROPN
fumecheng-11903	422	2	,	,	PUNCT
fumecheng-11903	422	3	e.	e.	PROPN
fumecheng-11903	422	4	,	,	PUNCT
fumecheng-11903	422	5	karasfi	karasfi	PROPN
fumecheng-11903	422	6	,	,	PUNCT
fumecheng-11903	422	7	b.	b.	PROPN
fumecheng-11903	422	8	,	,	PUNCT
fumecheng-11903	422	9	2017	2017	NUM
fumecheng-11903	422	10	,	,	PUNCT
fumecheng-11903	422	11	a	a	DET
fumecheng-11903	422	12	new	new	ADJ
fumecheng-11903	422	13	method	method	NOUN
fumecheng-11903	422	14	for	for	ADP
fumecheng-11903	422	15	improving	improve	VERB
fumecheng-11903	422	16	the	the	DET
fumecheng-11903	422	17	performance	performance	NOUN
fumecheng-11903	422	18	of	of	ADP
fumecheng-11903	422	19	fast	fast	ADJ
fumecheng-11903	422	20	local	local	ADJ
fumecheng-11903	422	21	search	search	NOUN
fumecheng-11903	422	22	in	in	ADP
fumecheng-11903	422	23	solving	solve	VERB
fumecheng-11903	422	24	qap	qap	NOUN
fumecheng-11903	422	25	for	for	ADP
fumecheng-11903	422	26	optimal	optimal	ADJ
fumecheng-11903	422	27	exploration	exploration	NOUN
fumecheng-11903	422	28	of	of	ADP
fumecheng-11903	422	29	state	state	NOUN
fumecheng-11903	422	30	space	space	NOUN
fumecheng-11903	422	31	,	,	PUNCT
fumecheng-11903	422	32	proc	proc	NOUN
fumecheng-11903	422	33	.	.	PROPN
fumecheng-11903	423	1	2017	2017	NUM
fumecheng-11903	423	2	artificial	artificial	ADJ
fumecheng-11903	423	3	intelligence	intelligence	NOUN
fumecheng-11903	423	4	and	and	CCONJ
fumecheng-11903	423	5	robotics	robotic	NOUN
fumecheng-11903	423	6	iranopen	iranopen	NOUN
fumecheng-11903	423	7	,	,	PUNCT
fumecheng-11903	423	8	qazvin	qazvin	ADV
fumecheng-11903	423	9	,	,	PUNCT
fumecheng-11903	423	10	iran	iran	PROPN
fumecheng-11903	423	11	,	,	PUNCT
fumecheng-11903	423	12	pp	pp	ADJ
fumecheng-11903	423	13	.	.	PUNCT
fumecheng-11903	424	1	64	64	NUM
fumecheng-11903	424	2	-	-	SYM
fumecheng-11903	424	3	72	72	NUM
fumecheng-11903	424	4	.	.	PUNCT
fumecheng-11903	425	1	44	44	NUM
fumecheng-11903	425	2	.	.	PUNCT
fumecheng-11903	426	1	semlali	semlali	PROPN
fumecheng-11903	426	2	,	,	PUNCT
fumecheng-11903	426	3	s.c.b	s.c.b	NOUN
fumecheng-11903	426	4	.	.	PUNCT
fumecheng-11903	426	5	,	,	PUNCT
fumecheng-11903	426	6	riffi	riffi	PROPN
fumecheng-11903	426	7	,	,	PUNCT
fumecheng-11903	426	8	m.e	m.e	PROPN
fumecheng-11903	426	9	.	.	PROPN
fumecheng-11903	426	10	,	,	PUNCT
fumecheng-11903	426	11	chebihi	chebihi	PROPN
fumecheng-11903	426	12	,	,	PUNCT
fumecheng-11903	426	13	f.	f.	PROPN
fumecheng-11903	426	14	,	,	PUNCT
fumecheng-11903	426	15	2019	2019	NUM
fumecheng-11903	426	16	,	,	PUNCT
fumecheng-11903	426	17	parallel	parallel	ADJ
fumecheng-11903	426	18	hybrid	hybrid	ADJ
fumecheng-11903	426	19	chicken	chicken	NOUN
fumecheng-11903	426	20	swarm	swarm	NOUN
fumecheng-11903	426	21	optimization	optimization	NOUN
fumecheng-11903	426	22	for	for	ADP
fumecheng-11903	426	23	solving	solve	VERB
fumecheng-11903	426	24	the	the	DET
fumecheng-11903	426	25	quadratic	quadratic	ADJ
fumecheng-11903	426	26	assignment	assignment	NOUN
fumecheng-11903	426	27	problem	problem	NOUN
fumecheng-11903	426	28	,	,	PUNCT
fumecheng-11903	426	29	international	international	ADJ
fumecheng-11903	426	30	journal	journal	NOUN
fumecheng-11903	426	31	of	of	ADP
fumecheng-11903	426	32	electrical	electrical	ADJ
fumecheng-11903	426	33	and	and	CCONJ
fumecheng-11903	426	34	computer	computer	NOUN
fumecheng-11903	426	35	engineering	engineering	NOUN
fumecheng-11903	426	36	,	,	PUNCT
fumecheng-11903	426	37	9(3	9(3	NUM
fumecheng-11903	426	38	)	)	PUNCT
fumecheng-11903	426	39	,	,	PUNCT
fumecheng-11903	426	40	2064	2064	NUM
fumecheng-11903	426	41	.	.	PUNCT
fumecheng-11903	427	1	45	45	NUM
fumecheng-11903	427	2	.	.	X
fumecheng-11903	428	1	riffi	riffi	PROPN
fumecheng-11903	428	2	,	,	PUNCT
fumecheng-11903	428	3	m.e	m.e	PROPN
fumecheng-11903	428	4	.	.	PROPN
fumecheng-11903	428	5	,	,	PUNCT
fumecheng-11903	428	6	sayoti	sayoti	PROPN
fumecheng-11903	428	7	,	,	PUNCT
fumecheng-11903	428	8	f.	f.	PROPN
fumecheng-11903	428	9	,	,	PUNCT
fumecheng-11903	428	10	2019	2019	NUM
fumecheng-11903	428	11	,	,	PUNCT
fumecheng-11903	428	12	hybrid	hybrid	ADJ
fumecheng-11903	428	13	algorithm	algorithm	NOUN
fumecheng-11903	428	14	for	for	ADP
fumecheng-11903	428	15	solving	solve	VERB
fumecheng-11903	428	16	the	the	DET
fumecheng-11903	428	17	quadratic	quadratic	ADJ
fumecheng-11903	428	18	assignment	assignment	NOUN
fumecheng-11903	428	19	problem	problem	NOUN
fumecheng-11903	428	20	,	,	PUNCT
fumecheng-11903	428	21	international	international	ADJ
fumecheng-11903	428	22	journal	journal	NOUN
fumecheng-11903	428	23	of	of	ADP
fumecheng-11903	428	24	interactive	interactive	ADJ
fumecheng-11903	428	25	multimedia	multimedia	NOUN
fumecheng-11903	428	26	&	&	CCONJ
fumecheng-11903	428	27	artificial	artificial	ADJ
fumecheng-11903	428	28	intelligence	intelligence	NOUN
fumecheng-11903	428	29	,	,	PUNCT
fumecheng-11903	428	30	5(4	5(4	NUM
fumecheng-11903	428	31	)	)	PUNCT
fumecheng-11903	428	32	,	,	PUNCT
fumecheng-11903	428	33	68	68	NUM
fumecheng-11903	428	34	.	.	NOUN
fumecheng-11903	428	35	46	46	NUM
fumecheng-11903	428	36	.	.	PUNCT
fumecheng-11903	429	1	taheri	taheri	NOUN
fumecheng-11903	429	2	,	,	PUNCT
fumecheng-11903	429	3	s.	s.	PROPN
fumecheng-11903	429	4	m.	m.	PROPN
fumecheng-11903	429	5	,	,	PUNCT
fumecheng-11903	429	6	hesamian	hesamian	PROPN
fumecheng-11903	429	7	,	,	PUNCT
fumecheng-11903	429	8	g.	g.	PROPN
fumecheng-11903	429	9	,	,	PUNCT
fumecheng-11903	429	10	2012	2012	NUM
fumecheng-11903	429	11	,	,	PUNCT
fumecheng-11903	429	12	a	a	DET
fumecheng-11903	429	13	generalization	generalization	NOUN
fumecheng-11903	429	14	of	of	ADP
fumecheng-11903	429	15	the	the	DET
fumecheng-11903	429	16	wilcoxon	wilcoxon	ADJ
fumecheng-11903	429	17	signed	sign	VERB
fumecheng-11903	429	18	-	-	PUNCT
fumecheng-11903	429	19	rank	rank	NOUN
fumecheng-11903	429	20	test	test	NOUN
fumecheng-11903	429	21	and	and	CCONJ
fumecheng-11903	429	22	its	its	PRON
fumecheng-11903	429	23	applications	application	NOUN
fumecheng-11903	429	24	,	,	PUNCT
fumecheng-11903	429	25	statistical	statistical	ADJ
fumecheng-11903	429	26	papers	paper	NOUN
fumecheng-11903	429	27	,	,	PUNCT
fumecheng-11903	429	28	54(2	54(2	NUM
fumecheng-11903	429	29	)	)	PUNCT
fumecheng-11903	429	30	,	,	PUNCT
fumecheng-11903	429	31	pp	pp	ADP
fumecheng-11903	429	32	.	.	PUNCT
fumecheng-11903	430	1	457–470	457–470	NUM
fumecheng-11903	430	2	.	.	PUNCT