id	sid	tid	token	lemma	pos
cet-15074	1	1	doi	doi	NOUN
cet-15074	1	2	:	:	PUNCT
cet-15074	1	3	10.3303	10.3303	NUM
cet-15074	1	4	/	/	SYM
cet-15074	1	5	cet24114169	cet24114169	NOUN
cet-15074	1	6	paper	paper	NOUN
cet-15074	1	7	received	receive	VERB
cet-15074	1	8	:	:	PUNCT
cet-15074	1	9	20	20	NUM
cet-15074	1	10	may	may	PROPN
cet-15074	1	11	2024	2024	NUM
cet-15074	1	12	;	;	PUNCT
cet-15074	1	13	revised	revise	VERB
cet-15074	1	14	:	:	PUNCT
cet-15074	1	15	23	23	NUM
cet-15074	1	16	july	july	NOUN
cet-15074	1	17	2024	2024	NUM
cet-15074	1	18	;	;	PUNCT
cet-15074	1	19	accepted	accept	VERB
cet-15074	1	20	:	:	PUNCT
cet-15074	1	21	21	21	NUM
cet-15074	1	22	november	november	NOUN
cet-15074	1	23	2024	2024	NUM
cet-15074	1	24	please	please	INTJ
cet-15074	1	25	cite	cite	VERB
cet-15074	1	26	this	this	DET
cet-15074	1	27	article	article	NOUN
cet-15074	1	28	as	as	ADP
cet-15074	1	29	:	:	PUNCT
cet-15074	1	30	bíró	bíró	PROPN
cet-15074	1	31	t.j	t.j	PROPN
cet-15074	1	32	.	.	PROPN
cet-15074	1	33	,	,	PUNCT
cet-15074	1	34	németh	németh	PROPN
cet-15074	1	35	p.	p.	PROPN
cet-15074	1	36	,	,	PUNCT
cet-15074	1	37	2024	2024	NUM
cet-15074	1	38	,	,	PUNCT
cet-15074	1	39	metaheuristics	metaheuristic	NOUN
cet-15074	1	40	in	in	ADP
cet-15074	1	41	logistics	logistic	NOUN
cet-15074	1	42	:	:	PUNCT
cet-15074	1	43	increasing	increase	VERB
cet-15074	1	44	the	the	DET
cet-15074	1	45	efficiency	efficiency	NOUN
cet-15074	1	46	of	of	ADP
cet-15074	1	47	algorithms	algorithm	NOUN
cet-15074	1	48	by	by	ADP
cet-15074	1	49	defining	define	VERB
cet-15074	1	50	appropriate	appropriate	ADJ
cet-15074	1	51	parameter	parameter	NOUN
cet-15074	1	52	settings	setting	NOUN
cet-15074	1	53	,	,	PUNCT
cet-15074	1	54	chemical	chemical	NOUN
cet-15074	1	55	engineering	engineering	NOUN
cet-15074	1	56	transactions	transaction	NOUN
cet-15074	1	57	,	,	PUNCT
cet-15074	1	58	114	114	NUM
cet-15074	1	59	,	,	PUNCT
cet-15074	1	60	1009	1009	NUM
cet-15074	1	61	-	-	SYM
cet-15074	1	62	1014	1014	NUM
cet-15074	1	63	doi:10.3303	doi:10.3303	NOUN
cet-15074	1	64	/	/	SYM
cet-15074	1	65	cet24114169	cet24114169	NOUN
cet-15074	1	66	chemical	chemical	PROPN
cet-15074	1	67	engineering	engineering	NOUN
cet-15074	1	68	transactions	transaction	NOUN
cet-15074	1	69	vol	vol	NOUN
cet-15074	1	70	.	.	PROPN
cet-15074	1	71	114	114	NUM
cet-15074	1	72	,	,	PUNCT
cet-15074	1	73	2024	2024	NUM
cet-15074	1	74	a	a	DET
cet-15074	1	75	publication	publication	NOUN
cet-15074	1	76	of	of	ADP
cet-15074	1	77	the	the	DET
cet-15074	1	78	italian	italian	ADJ
cet-15074	1	79	association	association	NOUN
cet-15074	1	80	of	of	ADP
cet-15074	1	81	chemical	chemical	PROPN
cet-15074	1	82	engineering	engineering	NOUN
cet-15074	1	83	online	online	ADV
cet-15074	1	84	at	at	ADP
cet-15074	1	85	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15074	1	86	guest	guest	NOUN
cet-15074	1	87	editors	editor	NOUN
cet-15074	1	88	:	:	PUNCT
cet-15074	1	89	petar	petar	PROPN
cet-15074	1	90	s.	s.	PROPN
cet-15074	1	91	varbanov	varbanov	PROPN
cet-15074	1	92	,	,	PUNCT
cet-15074	1	93	min	min	PROPN
cet-15074	1	94	zeng	zeng	PROPN
cet-15074	1	95	,	,	PUNCT
cet-15074	1	96	yee	yee	PROPN
cet-15074	1	97	van	van	PROPN
cet-15074	1	98	fan	fan	PROPN
cet-15074	1	99	,	,	PUNCT
cet-15074	1	100	xuechao	xuechao	PROPN
cet-15074	1	101	wang	wang	PROPN
cet-15074	1	102	copyright	copyright	PROPN
cet-15074	1	103	©	©	PROPN
cet-15074	1	104	2024	2024	NUM
cet-15074	1	105	,	,	PUNCT
cet-15074	1	106	aidic	aidic	ADJ
cet-15074	1	107	servizi	servizi	PROPN
cet-15074	1	108	s.r.l	s.r.l	NOUN
cet-15074	1	109	.	.	PUNCT
cet-15074	2	1	isbn	isbn	PROPN
cet-15074	2	2	979	979	NUM
cet-15074	2	3	-	-	SYM
cet-15074	2	4	12	12	NUM
cet-15074	2	5	-	-	PUNCT
cet-15074	2	6	81206	81206	NUM
cet-15074	2	7	-	-	SYM
cet-15074	2	8	12	12	NUM
cet-15074	2	9	-	-	SYM
cet-15074	2	10	0	0	NUM
cet-15074	2	11	;	;	PUNCT
cet-15074	2	12	issn	issn	PROPN
cet-15074	2	13	2283	2283	NUM
cet-15074	2	14	-	-	SYM
cet-15074	2	15	9216	9216	NUM
cet-15074	2	16	metaheuristics	metaheuristic	NOUN
cet-15074	2	17	in	in	ADP
cet-15074	2	18	logistics	logistic	NOUN
cet-15074	2	19	:	:	PUNCT
cet-15074	2	20	increasing	increase	VERB
cet-15074	2	21	the	the	DET
cet-15074	2	22	efficiency	efficiency	NOUN
cet-15074	2	23	of	of	ADP
cet-15074	2	24	algorithms	algorithm	NOUN
cet-15074	2	25	by	by	ADP
cet-15074	2	26	defining	define	VERB
cet-15074	2	27	appropriate	appropriate	ADJ
cet-15074	2	28	parameter	parameter	NOUN
cet-15074	2	29	settings	setting	NOUN
cet-15074	2	30	tamara	tamara	PROPN
cet-15074	2	31	j.	j.	PROPN
cet-15074	2	32	bíró	bíró	PROPN
cet-15074	2	33	*	*	PROPN
cet-15074	2	34	,	,	PUNCT
cet-15074	2	35	péter	péter	PROPN
cet-15074	2	36	németh	németh	PROPN
cet-15074	2	37	széchenyi	széchenyi	PROPN
cet-15074	2	38	istván	istván	PROPN
cet-15074	2	39	university	university	PROPN
cet-15074	2	40	,	,	PUNCT
cet-15074	2	41	hungary	hungary	PROPN
cet-15074	2	42	,	,	PUNCT
cet-15074	2	43	9026	9026	NUM
cet-15074	2	44	győr	győr	NOUN
cet-15074	2	45	,	,	PUNCT
cet-15074	2	46	egyetem	egyetem	NOUN
cet-15074	2	47	tér	tér	PROPN
cet-15074	2	48	1	1	NUM
cet-15074	2	49	.	.	PUNCT
cet-15074	3	1	biro.tamara@sze.hu	biro.tamara@sze.hu	PROPN
cet-15074	3	2	metaheuristic	metaheuristic	ADJ
cet-15074	3	3	algorithms	algorithm	NOUN
cet-15074	3	4	are	be	AUX
cet-15074	3	5	well	well	ADV
cet-15074	3	6	-	-	PUNCT
cet-15074	3	7	researched	research	VERB
cet-15074	3	8	and	and	CCONJ
cet-15074	3	9	popular	popular	ADJ
cet-15074	3	10	techniques	technique	NOUN
cet-15074	3	11	in	in	ADP
cet-15074	3	12	the	the	DET
cet-15074	3	13	field	field	NOUN
cet-15074	3	14	of	of	ADP
cet-15074	3	15	optimization	optimization	NOUN
cet-15074	3	16	,	,	PUNCT
cet-15074	3	17	which	which	PRON
cet-15074	3	18	can	can	AUX
cet-15074	3	19	solve	solve	VERB
cet-15074	3	20	complex	complex	ADJ
cet-15074	3	21	tasks	task	NOUN
cet-15074	3	22	with	with	ADP
cet-15074	3	23	a	a	DET
cet-15074	3	24	large	large	ADJ
cet-15074	3	25	number	number	NOUN
cet-15074	3	26	of	of	ADP
cet-15074	3	27	instances	instance	NOUN
cet-15074	3	28	with	with	ADP
cet-15074	3	29	acceptable	acceptable	ADJ
cet-15074	3	30	quality	quality	NOUN
cet-15074	3	31	.	.	PUNCT
cet-15074	4	1	they	they	PRON
cet-15074	4	2	are	be	AUX
cet-15074	4	3	extremely	extremely	ADV
cet-15074	4	4	problemand	problemand	PROPN
cet-15074	4	5	parameter	parameter	NOUN
cet-15074	4	6	-	-	PUNCT
cet-15074	4	7	sensitive	sensitive	ADJ
cet-15074	4	8	methods	method	NOUN
cet-15074	4	9	,	,	PUNCT
cet-15074	4	10	so	so	SCONJ
cet-15074	4	11	the	the	DET
cet-15074	4	12	exact	exact	ADJ
cet-15074	4	13	definition	definition	NOUN
cet-15074	4	14	of	of	ADP
cet-15074	4	15	the	the	DET
cet-15074	4	16	necessary	necessary	ADJ
cet-15074	4	17	data	datum	NOUN
cet-15074	4	18	and	and	CCONJ
cet-15074	4	19	the	the	DET
cet-15074	4	20	testing	testing	NOUN
cet-15074	4	21	of	of	ADP
cet-15074	4	22	the	the	DET
cet-15074	4	23	appropriate	appropriate	ADJ
cet-15074	4	24	parameters	parameter	NOUN
cet-15074	4	25	fundamentally	fundamentally	ADV
cet-15074	4	26	determine	determine	VERB
cet-15074	4	27	the	the	DET
cet-15074	4	28	efficiency	efficiency	NOUN
cet-15074	4	29	and	and	CCONJ
cet-15074	4	30	performance	performance	NOUN
cet-15074	4	31	of	of	ADP
cet-15074	4	32	an	an	DET
cet-15074	4	33	algorithm	algorithm	NOUN
cet-15074	4	34	.	.	PUNCT
cet-15074	5	1	this	this	PRON
cet-15074	5	2	is	be	AUX
cet-15074	5	3	a	a	DET
cet-15074	5	4	time	time	NOUN
cet-15074	5	5	-	-	PUNCT
cet-15074	5	6	consuming	consume	VERB
cet-15074	5	7	and	and	CCONJ
cet-15074	5	8	expensive	expensive	ADJ
cet-15074	5	9	task	task	NOUN
cet-15074	5	10	.	.	PUNCT
cet-15074	6	1	in	in	ADP
cet-15074	6	2	many	many	ADJ
cet-15074	6	3	cases	case	NOUN
cet-15074	6	4	,	,	PUNCT
cet-15074	6	5	when	when	SCONJ
cet-15074	6	6	applying	apply	VERB
cet-15074	6	7	a	a	DET
cet-15074	6	8	metaheuristic	metaheuristic	ADJ
cet-15074	6	9	,	,	PUNCT
cet-15074	6	10	it	it	PRON
cet-15074	6	11	works	work	VERB
cet-15074	6	12	properly	properly	ADV
cet-15074	6	13	with	with	ADP
cet-15074	6	14	the	the	DET
cet-15074	6	15	variables	variable	NOUN
cet-15074	6	16	of	of	ADP
cet-15074	6	17	a	a	DET
cet-15074	6	18	given	give	VERB
cet-15074	6	19	task	task	NOUN
cet-15074	6	20	and	and	CCONJ
cet-15074	6	21	there	there	PRON
cet-15074	6	22	is	be	VERB
cet-15074	6	23	no	no	DET
cet-15074	6	24	specific	specific	ADJ
cet-15074	6	25	interval	interval	NOUN
cet-15074	6	26	where	where	SCONJ
cet-15074	6	27	a	a	DET
cet-15074	6	28	given	give	VERB
cet-15074	6	29	algorithm	algorithm	NOUN
cet-15074	6	30	can	can	AUX
cet-15074	6	31	still	still	ADV
cet-15074	6	32	be	be	AUX
cet-15074	6	33	effective	effective	ADJ
cet-15074	6	34	.	.	PUNCT
cet-15074	7	1	to	to	PART
cet-15074	7	2	increase	increase	VERB
cet-15074	7	3	efficiency	efficiency	NOUN
cet-15074	7	4	and	and	CCONJ
cet-15074	7	5	reduce	reduce	VERB
cet-15074	7	6	costs	cost	NOUN
cet-15074	7	7	,	,	PUNCT
cet-15074	7	8	the	the	DET
cet-15074	7	9	authors	author	NOUN
cet-15074	7	10	defined	define	VERB
cet-15074	7	11	a	a	DET
cet-15074	7	12	general	general	ADJ
cet-15074	7	13	parameter	parameter	NOUN
cet-15074	7	14	definition	definition	NOUN
cet-15074	7	15	by	by	ADP
cet-15074	7	16	applying	apply	VERB
cet-15074	7	17	the	the	DET
cet-15074	7	18	ant	ant	ADJ
cet-15074	7	19	colony	colony	NOUN
cet-15074	7	20	optimization	optimization	NOUN
cet-15074	7	21	algorithm	algorithm	NOUN
cet-15074	7	22	applicable	applicable	ADJ
cet-15074	7	23	to	to	ADP
cet-15074	7	24	the	the	DET
cet-15074	7	25	simple	simple	ADJ
cet-15074	7	26	traveling	travel	VERB
cet-15074	7	27	salesman	salesman	NOUN
cet-15074	7	28	problem	problem	NOUN
cet-15074	7	29	with	with	ADP
cet-15074	7	30	the	the	DET
cet-15074	7	31	number	number	NOUN
cet-15074	7	32	of	of	ADP
cet-15074	7	33	cities	city	NOUN
cet-15074	7	34	n=50	n=50	ADJ
cet-15074	7	35	,	,	PUNCT
cet-15074	7	36	where	where	SCONJ
cet-15074	7	37	for	for	ADP
cet-15074	7	38	values	value	NOUN
cet-15074	7	39	of	of	ADP
cet-15074	7	40	30	30	NUM
cet-15074	7	41	≤	≤	NOUN
cet-15074	7	42	n	n	PRON
cet-15074	7	43	≤	≤	NOUN
cet-15074	7	44	50	50	NUM
cet-15074	7	45	,	,	PUNCT
cet-15074	7	46	the	the	DET
cet-15074	7	47	defined	define	VERB
cet-15074	7	48	parameter	parameter	NOUN
cet-15074	7	49	setting	set	VERB
cet-15074	7	50	structure	structure	NOUN
cet-15074	7	51	can	can	AUX
cet-15074	7	52	be	be	AUX
cet-15074	7	53	properly	properly	ADV
cet-15074	7	54	applied	apply	VERB
cet-15074	7	55	based	base	VERB
cet-15074	7	56	on	on	ADP
cet-15074	7	57	the	the	DET
cet-15074	7	58	results	result	NOUN
cet-15074	7	59	.	.	PUNCT
cet-15074	8	1	the	the	DET
cet-15074	8	2	proposed	propose	VERB
cet-15074	8	3	parameter	parameter	NOUN
cet-15074	8	4	setting	set	VERB
cet-15074	8	5	structure	structure	NOUN
cet-15074	8	6	can	can	AUX
cet-15074	8	7	work	work	VERB
cet-15074	8	8	effectively	effectively	ADV
cet-15074	8	9	not	not	PART
cet-15074	8	10	only	only	ADV
cet-15074	8	11	for	for	ADP
cet-15074	8	12	the	the	DET
cet-15074	8	13	task	task	NOUN
cet-15074	8	14	presented	present	VERB
cet-15074	8	15	in	in	ADP
cet-15074	8	16	the	the	DET
cet-15074	8	17	paper	paper	NOUN
cet-15074	8	18	,	,	PUNCT
cet-15074	8	19	but	but	CCONJ
cet-15074	8	20	also	also	ADV
cet-15074	8	21	for	for	ADP
cet-15074	8	22	any	any	DET
cet-15074	8	23	similar	similar	ADJ
cet-15074	8	24	task	task	NOUN
cet-15074	8	25	within	within	ADP
cet-15074	8	26	the	the	DET
cet-15074	8	27	defined	define	VERB
cet-15074	8	28	interval	interval	NOUN
cet-15074	8	29	.	.	PUNCT
cet-15074	9	1	in	in	ADP
cet-15074	9	2	the	the	DET
cet-15074	9	3	case	case	NOUN
cet-15074	9	4	of	of	ADP
cet-15074	9	5	tasks	task	NOUN
cet-15074	9	6	of	of	ADP
cet-15074	9	7	a	a	DET
cet-15074	9	8	similar	similar	ADJ
cet-15074	9	9	size	size	NOUN
cet-15074	9	10	,	,	PUNCT
cet-15074	9	11	it	it	PRON
cet-15074	9	12	is	be	AUX
cet-15074	9	13	not	not	PART
cet-15074	9	14	necessary	necessary	ADJ
cet-15074	9	15	to	to	PART
cet-15074	9	16	experiment	experiment	VERB
cet-15074	9	17	with	with	ADP
cet-15074	9	18	the	the	DET
cet-15074	9	19	parameters	parameter	NOUN
cet-15074	9	20	to	to	PART
cet-15074	9	21	achieve	achieve	VERB
cet-15074	9	22	the	the	DET
cet-15074	9	23	appropriate	appropriate	ADJ
cet-15074	9	24	result	result	NOUN
cet-15074	9	25	,	,	PUNCT
cet-15074	9	26	thereby	thereby	ADV
cet-15074	9	27	reducing	reduce	VERB
cet-15074	9	28	the	the	DET
cet-15074	9	29	optimization	optimization	NOUN
cet-15074	9	30	time	time	NOUN
cet-15074	9	31	and	and	CCONJ
cet-15074	9	32	improving	improve	VERB
cet-15074	9	33	efficiency	efficiency	NOUN
cet-15074	9	34	.	.	PUNCT
cet-15074	10	1	the	the	DET
cet-15074	10	2	presentation	presentation	NOUN
cet-15074	10	3	of	of	ADP
cet-15074	10	4	the	the	DET
cet-15074	10	5	set	set	VERB
cet-15074	10	6	parameter	parameter	NOUN
cet-15074	10	7	setting	set	VERB
cet-15074	10	8	scenarios	scenario	NOUN
cet-15074	10	9	and	and	CCONJ
cet-15074	10	10	the	the	DET
cet-15074	10	11	obtained	obtain	VERB
cet-15074	10	12	results	result	NOUN
cet-15074	10	13	all	all	PRON
cet-15074	10	14	contribute	contribute	VERB
cet-15074	10	15	to	to	ADP
cet-15074	10	16	reducing	reduce	VERB
cet-15074	10	17	the	the	DET
cet-15074	10	18	optimization	optimization	NOUN
cet-15074	10	19	time	time	NOUN
cet-15074	10	20	in	in	ADP
cet-15074	10	21	the	the	DET
cet-15074	10	22	field	field	NOUN
cet-15074	10	23	of	of	ADP
cet-15074	10	24	logistics	logistic	NOUN
cet-15074	10	25	as	as	ADV
cet-15074	10	26	well	well	ADV
cet-15074	10	27	.	.	PUNCT
cet-15074	11	1	all	all	PRON
cet-15074	11	2	of	of	ADP
cet-15074	11	3	this	this	PRON
cet-15074	11	4	can	can	AUX
cet-15074	11	5	also	also	ADV
cet-15074	11	6	help	help	VERB
cet-15074	11	7	facilitate	facilitate	VERB
cet-15074	11	8	the	the	DET
cet-15074	11	9	practical	practical	ADJ
cet-15074	11	10	application	application	NOUN
cet-15074	11	11	of	of	ADP
cet-15074	11	12	metaheuristics	metaheuristic	NOUN
cet-15074	11	13	in	in	ADP
cet-15074	11	14	solving	solve	VERB
cet-15074	11	15	np	np	NOUN
cet-15074	11	16	-	-	PUNCT
cet-15074	11	17	hard	hard	ADJ
cet-15074	11	18	tasks	task	NOUN
cet-15074	11	19	.	.	PUNCT
cet-15074	12	1	1	1	X
cet-15074	12	2	.	.	X
cet-15074	12	3	introduction	introduction	NOUN
cet-15074	12	4	there	there	PRON
cet-15074	12	5	are	be	VERB
cet-15074	12	6	countless	countless	ADJ
cet-15074	12	7	methods	method	NOUN
cet-15074	12	8	to	to	PART
cet-15074	12	9	choose	choose	VERB
cet-15074	12	10	from	from	ADP
cet-15074	12	11	to	to	PART
cet-15074	12	12	optimize	optimize	VERB
cet-15074	12	13	a	a	DET
cet-15074	12	14	task	task	NOUN
cet-15074	12	15	,	,	PUNCT
cet-15074	12	16	depending	depend	VERB
cet-15074	12	17	on	on	ADP
cet-15074	12	18	how	how	SCONJ
cet-15074	12	19	complex	complex	ADJ
cet-15074	12	20	the	the	DET
cet-15074	12	21	given	give	VERB
cet-15074	12	22	problem	problem	NOUN
cet-15074	12	23	is	be	AUX
cet-15074	12	24	.	.	PUNCT
cet-15074	13	1	exact	exact	ADJ
cet-15074	13	2	methods	method	NOUN
cet-15074	13	3	can	can	AUX
cet-15074	13	4	give	give	VERB
cet-15074	13	5	exact	exact	ADJ
cet-15074	13	6	results	result	NOUN
cet-15074	13	7	,	,	PUNCT
cet-15074	13	8	but	but	CCONJ
cet-15074	13	9	they	they	PRON
cet-15074	13	10	can	can	AUX
cet-15074	13	11	not	not	PART
cet-15074	13	12	effectively	effectively	ADV
cet-15074	13	13	handle	handle	VERB
cet-15074	13	14	problems	problem	NOUN
cet-15074	13	15	with	with	ADP
cet-15074	13	16	a	a	DET
cet-15074	13	17	large	large	ADJ
cet-15074	13	18	number	number	NOUN
cet-15074	13	19	of	of	ADP
cet-15074	13	20	instances	instance	NOUN
cet-15074	13	21	.	.	PUNCT
cet-15074	14	1	on	on	ADP
cet-15074	14	2	the	the	DET
cet-15074	14	3	other	other	ADJ
cet-15074	14	4	hand	hand	NOUN
cet-15074	14	5	,	,	PUNCT
cet-15074	14	6	metaheuristic	metaheuristic	ADJ
cet-15074	14	7	solutions	solution	NOUN
cet-15074	14	8	give	give	VERB
cet-15074	14	9	an	an	DET
cet-15074	14	10	approximate	approximate	ADJ
cet-15074	14	11	optimal	optimal	ADJ
cet-15074	14	12	solution	solution	NOUN
cet-15074	14	13	,	,	PUNCT
cet-15074	14	14	but	but	CCONJ
cet-15074	14	15	they	they	PRON
cet-15074	14	16	can	can	AUX
cet-15074	14	17	also	also	ADV
cet-15074	14	18	be	be	AUX
cet-15074	14	19	effectively	effectively	ADV
cet-15074	14	20	used	use	VERB
cet-15074	14	21	in	in	ADP
cet-15074	14	22	complex	complex	ADJ
cet-15074	14	23	np	np	ADJ
cet-15074	14	24	-	-	PUNCT
cet-15074	14	25	hard	hard	ADJ
cet-15074	14	26	problems	problem	NOUN
cet-15074	14	27	.	.	PUNCT
cet-15074	15	1	few	few	ADJ
cet-15074	15	2	scientific	scientific	ADJ
cet-15074	15	3	works	work	NOUN
cet-15074	15	4	deal	deal	VERB
cet-15074	15	5	with	with	ADP
cet-15074	15	6	the	the	DET
cet-15074	15	7	general	general	ADJ
cet-15074	15	8	comparison	comparison	NOUN
cet-15074	15	9	of	of	ADP
cet-15074	15	10	methods	method	NOUN
cet-15074	15	11	that	that	PRON
cet-15074	15	12	provide	provide	VERB
cet-15074	15	13	exact	exact	ADJ
cet-15074	15	14	or	or	CCONJ
cet-15074	15	15	definite	definite	ADJ
cet-15074	15	16	optimal	optimal	ADJ
cet-15074	15	17	solutions	solution	NOUN
cet-15074	15	18	and	and	CCONJ
cet-15074	15	19	metaheuristic	metaheuristic	ADJ
cet-15074	15	20	solutions	solution	NOUN
cet-15074	15	21	,	,	PUNCT
cet-15074	15	22	and	and	CCONJ
cet-15074	15	23	each	each	DET
cet-15074	15	24	example	example	NOUN
cet-15074	15	25	is	be	AUX
cet-15074	15	26	typical	typical	ADJ
cet-15074	15	27	of	of	ADP
cet-15074	15	28	the	the	DET
cet-15074	15	29	solution	solution	NOUN
cet-15074	15	30	to	to	ADP
cet-15074	15	31	a	a	DET
cet-15074	15	32	specific	specific	ADJ
cet-15074	15	33	problem	problem	NOUN
cet-15074	15	34	.	.	PUNCT
cet-15074	16	1	chandra	chandra	PROPN
cet-15074	16	2	et	et	PROPN
cet-15074	16	3	al	al	PROPN
cet-15074	16	4	.	.	PROPN
cet-15074	16	5	(	(	PUNCT
cet-15074	16	6	2021	2021	NUM
cet-15074	16	7	)	)	PUNCT
cet-15074	16	8	,	,	PUNCT
cet-15074	16	9	for	for	ADP
cet-15074	16	10	example	example	NOUN
cet-15074	16	11	,	,	PUNCT
cet-15074	16	12	compare	compare	VERB
cet-15074	16	13	the	the	DET
cet-15074	16	14	branch	branch	NOUN
cet-15074	16	15	and	and	CCONJ
cet-15074	16	16	bound	bound	ADJ
cet-15074	16	17	(	(	PUNCT
cet-15074	16	18	b&b	b&b	PROPN
cet-15074	16	19	)	)	PUNCT
cet-15074	16	20	method	method	NOUN
cet-15074	16	21	with	with	ADP
cet-15074	16	22	the	the	DET
cet-15074	16	23	fruit	fruit	NOUN
cet-15074	16	24	fly	fly	NOUN
cet-15074	16	25	optimization	optimization	NOUN
cet-15074	16	26	algorithm	algorithm	NOUN
cet-15074	16	27	(	(	PUNCT
cet-15074	16	28	foa	foa	PROPN
cet-15074	16	29	)	)	PUNCT
cet-15074	16	30	and	and	CCONJ
cet-15074	16	31	the	the	DET
cet-15074	16	32	artificial	artificial	ADJ
cet-15074	16	33	atom	atom	NOUN
cet-15074	16	34	algorithm	algorithm	NOUN
cet-15074	16	35	(	(	PUNCT
cet-15074	16	36	a3	a3	NOUN
cet-15074	16	37	)	)	PUNCT
cet-15074	16	38	metaheuristics	metaheuristic	NOUN
cet-15074	16	39	.	.	PUNCT
cet-15074	17	1	in	in	ADP
cet-15074	17	2	terms	term	NOUN
cet-15074	17	3	of	of	ADP
cet-15074	17	4	processing	processing	NOUN
cet-15074	17	5	time	time	NOUN
cet-15074	17	6	,	,	PUNCT
cet-15074	17	7	the	the	DET
cet-15074	17	8	difference	difference	NOUN
cet-15074	17	9	between	between	ADP
cet-15074	17	10	the	the	DET
cet-15074	17	11	two	two	NUM
cet-15074	17	12	methods	method	NOUN
cet-15074	17	13	is	be	AUX
cet-15074	17	14	more	more	ADJ
cet-15074	17	15	than	than	ADP
cet-15074	17	16	12	12	NUM
cet-15074	17	17	days	day	NOUN
cet-15074	17	18	;	;	PUNCT
cet-15074	17	19	however	however	ADV
cet-15074	17	20	,	,	PUNCT
cet-15074	17	21	if	if	SCONJ
cet-15074	17	22	certain	certain	ADJ
cet-15074	17	23	conditions	condition	NOUN
cet-15074	17	24	are	be	AUX
cet-15074	17	25	met	meet	VERB
cet-15074	17	26	,	,	PUNCT
cet-15074	17	27	b&b	b&b	PROPN
cet-15074	17	28	performs	perform	VERB
cet-15074	17	29	better	well	ADV
cet-15074	17	30	.	.	PUNCT
cet-15074	18	1	applying	apply	VERB
cet-15074	18	2	a	a	DET
cet-15074	18	3	metaheuristic	metaheuristic	NOUN
cet-15074	18	4	is	be	AUX
cet-15074	18	5	a	a	DET
cet-15074	18	6	costly	costly	ADJ
cet-15074	18	7	and	and	CCONJ
cet-15074	18	8	time	time	NOUN
cet-15074	18	9	-	-	PUNCT
cet-15074	18	10	consuming	consume	VERB
cet-15074	18	11	task	task	NOUN
cet-15074	18	12	.	.	PUNCT
cet-15074	19	1	the	the	DET
cet-15074	19	2	scientific	scientific	ADJ
cet-15074	19	3	community	community	NOUN
cet-15074	19	4	has	have	AUX
cet-15074	19	5	already	already	ADV
cet-15074	19	6	proven	prove	VERB
cet-15074	19	7	that	that	SCONJ
cet-15074	19	8	they	they	PRON
cet-15074	19	9	can	can	AUX
cet-15074	19	10	be	be	AUX
cet-15074	19	11	applied	apply	VERB
cet-15074	19	12	well	well	ADV
cet-15074	19	13	where	where	SCONJ
cet-15074	19	14	exact	exact	ADJ
cet-15074	19	15	methods	method	NOUN
cet-15074	19	16	are	be	AUX
cet-15074	19	17	no	no	ADV
cet-15074	19	18	longer	long	ADV
cet-15074	19	19	able	able	ADJ
cet-15074	19	20	to	to	PART
cet-15074	19	21	provide	provide	VERB
cet-15074	19	22	results	result	NOUN
cet-15074	19	23	within	within	ADP
cet-15074	19	24	an	an	DET
cet-15074	19	25	acceptable	acceptable	ADJ
cet-15074	19	26	calculation	calculation	NOUN
cet-15074	19	27	time	time	NOUN
cet-15074	19	28	.	.	PUNCT
cet-15074	20	1	many	many	ADJ
cet-15074	20	2	metaheuristic	metaheuristic	ADJ
cet-15074	20	3	algorithms	algorithm	NOUN
cet-15074	20	4	have	have	AUX
cet-15074	20	5	already	already	ADV
cet-15074	20	6	been	be	AUX
cet-15074	20	7	used	use	VERB
cet-15074	20	8	in	in	ADP
cet-15074	20	9	logistics	logistic	NOUN
cet-15074	20	10	,	,	PUNCT
cet-15074	20	11	but	but	CCONJ
cet-15074	20	12	there	there	PRON
cet-15074	20	13	is	be	VERB
cet-15074	20	14	little	little	ADJ
cet-15074	20	15	real	real	ADJ
cet-15074	20	16	use	use	NOUN
cet-15074	20	17	of	of	ADP
cet-15074	20	18	these	these	DET
cet-15074	20	19	techniques	technique	NOUN
cet-15074	20	20	.	.	PUNCT
cet-15074	21	1	it	it	PRON
cet-15074	21	2	is	be	AUX
cet-15074	21	3	not	not	PART
cet-15074	21	4	enough	enough	ADJ
cet-15074	21	5	to	to	PART
cet-15074	21	6	implement	implement	VERB
cet-15074	21	7	a	a	DET
cet-15074	21	8	method	method	NOUN
cet-15074	21	9	and	and	CCONJ
cet-15074	21	10	accept	accept	VERB
cet-15074	21	11	the	the	DET
cet-15074	21	12	first	first	ADJ
cet-15074	21	13	result	result	NOUN
cet-15074	21	14	.	.	PUNCT
cet-15074	22	1	it	it	PRON
cet-15074	22	2	is	be	AUX
cet-15074	22	3	necessary	necessary	ADJ
cet-15074	22	4	to	to	PART
cet-15074	22	5	test	test	VERB
cet-15074	22	6	the	the	DET
cet-15074	22	7	parameters	parameter	NOUN
cet-15074	22	8	and	and	CCONJ
cet-15074	22	9	determine	determine	VERB
cet-15074	22	10	what	what	PRON
cet-15074	22	11	an	an	DET
cet-15074	22	12	acceptable	acceptable	ADJ
cet-15074	22	13	setting	setting	NOUN
cet-15074	22	14	is	be	AUX
cet-15074	22	15	under	under	ADP
cet-15074	22	16	the	the	DET
cet-15074	22	17	given	give	VERB
cet-15074	22	18	conditions	condition	NOUN
cet-15074	22	19	.	.	PUNCT
cet-15074	23	1	in	in	ADP
cet-15074	23	2	the	the	DET
cet-15074	23	3	paper	paper	NOUN
cet-15074	23	4	by	by	ADP
cet-15074	23	5	chirwa	chirwa	NOUN
cet-15074	23	6	et	et	PROPN
cet-15074	23	7	al	al	PROPN
cet-15074	23	8	.	.	PROPN
cet-15074	24	1	(	(	PUNCT
cet-15074	24	2	2024	2024	NUM
cet-15074	24	3	)	)	PUNCT
cet-15074	24	4	,	,	PUNCT
cet-15074	24	5	a	a	DET
cet-15074	24	6	good	good	ADJ
cet-15074	24	7	example	example	NOUN
cet-15074	24	8	of	of	ADP
cet-15074	24	9	this	this	PRON
cet-15074	24	10	can	can	AUX
cet-15074	24	11	be	be	AUX
cet-15074	24	12	seen	see	VERB
cet-15074	24	13	,	,	PUNCT
cet-15074	24	14	where	where	SCONJ
cet-15074	24	15	it	it	PRON
cet-15074	24	16	is	be	AUX
cet-15074	24	17	properly	properly	ADV
cet-15074	24	18	described	describe	VERB
cet-15074	24	19	which	which	PRON
cet-15074	24	20	are	be	AUX
cet-15074	24	21	the	the	DET
cet-15074	24	22	appropriate	appropriate	ADJ
cet-15074	24	23	parameter	parameter	NOUN
cet-15074	24	24	settings	setting	NOUN
cet-15074	24	25	for	for	ADP
cet-15074	24	26	a	a	DET
cet-15074	24	27	given	give	VERB
cet-15074	24	28	task	task	NOUN
cet-15074	24	29	.	.	PUNCT
cet-15074	25	1	this	this	PRON
cet-15074	25	2	is	be	AUX
cet-15074	25	3	a	a	DET
cet-15074	25	4	great	great	ADJ
cet-15074	25	5	help	help	NOUN
cet-15074	25	6	when	when	SCONJ
cet-15074	25	7	optimizing	optimize	VERB
cet-15074	25	8	similar	similar	ADJ
cet-15074	25	9	tasks	task	NOUN
cet-15074	25	10	.	.	PUNCT
cet-15074	26	1	the	the	DET
cet-15074	26	2	primary	primary	ADJ
cet-15074	26	3	goal	goal	NOUN
cet-15074	26	4	of	of	ADP
cet-15074	26	5	this	this	DET
cet-15074	26	6	paper	paper	NOUN
cet-15074	26	7	is	be	AUX
cet-15074	26	8	to	to	PART
cet-15074	26	9	find	find	VERB
cet-15074	26	10	a	a	DET
cet-15074	26	11	generic	generic	ADJ
cet-15074	26	12	parameter	parameter	NOUN
cet-15074	26	13	setting	setting	NOUN
cet-15074	26	14	that	that	PRON
cet-15074	26	15	can	can	AUX
cet-15074	26	16	work	work	VERB
cet-15074	26	17	effectively	effectively	ADV
cet-15074	26	18	under	under	ADP
cet-15074	26	19	specific	specific	ADJ
cet-15074	26	20	conditions	condition	NOUN
cet-15074	26	21	.	.	PUNCT
cet-15074	27	1	this	this	PRON
cet-15074	27	2	could	could	AUX
cet-15074	27	3	increase	increase	VERB
cet-15074	27	4	efficiency	efficiency	NOUN
cet-15074	27	5	and	and	CCONJ
cet-15074	27	6	save	save	VERB
cet-15074	27	7	time	time	NOUN
cet-15074	27	8	when	when	SCONJ
cet-15074	27	9	applying	apply	VERB
cet-15074	27	10	and	and	CCONJ
cet-15074	27	11	adapting	adapt	VERB
cet-15074	27	12	an	an	DET
cet-15074	27	13	algorithm	algorithm	NOUN
cet-15074	27	14	.	.	PUNCT
cet-15074	28	1	the	the	DET
cet-15074	28	2	focus	focus	NOUN
cet-15074	28	3	of	of	ADP
cet-15074	28	4	the	the	DET
cet-15074	28	5	paper	paper	NOUN
cet-15074	28	6	is	be	AUX
cet-15074	28	7	the	the	DET
cet-15074	28	8	importance	importance	NOUN
cet-15074	28	9	of	of	ADP
cet-15074	28	10	fine	fine	ADV
cet-15074	28	11	-	-	PUNCT
cet-15074	28	12	tuning	tune	VERB
cet-15074	28	13	the	the	DET
cet-15074	28	14	parameters	parameter	NOUN
cet-15074	28	15	,	,	PUNCT
cet-15074	28	16	which	which	PRON
cet-15074	28	17	can	can	AUX
cet-15074	28	18	be	be	AUX
cet-15074	28	19	seen	see	VERB
cet-15074	28	20	as	as	SCONJ
cet-15074	28	21	highlighted	highlight	VERB
cet-15074	28	22	in	in	ADP
cet-15074	28	23	figure	figure	NOUN
cet-15074	28	24	1	1	NUM
cet-15074	28	25	.	.	PUNCT
cet-15074	29	1	the	the	DET
cet-15074	29	2	paper	paper	NOUN
cet-15074	29	3	is	be	AUX
cet-15074	29	4	structured	structure	VERB
cet-15074	29	5	as	as	SCONJ
cet-15074	29	6	follows	follow	VERB
cet-15074	29	7	.	.	PUNCT
cet-15074	30	1	section	section	NOUN
cet-15074	30	2	2	2	NUM
cet-15074	30	3	is	be	AUX
cet-15074	30	4	the	the	DET
cet-15074	30	5	literature	literature	PROPN
cet-15074	30	6	review	review	NOUN
cet-15074	30	7	,	,	PUNCT
cet-15074	30	8	section	section	NOUN
cet-15074	30	9	3	3	NUM
cet-15074	30	10	describes	describe	VERB
cet-15074	30	11	the	the	DET
cet-15074	30	12	travelling	travel	VERB
cet-15074	30	13	salesman	salesman	ADJ
cet-15074	30	14	problem	problem	NOUN
cet-15074	30	15	,	,	PUNCT
cet-15074	30	16	and	and	CCONJ
cet-15074	30	17	section	section	NOUN
cet-15074	30	18	4	4	NUM
cet-15074	30	19	presents	present	VERB
cet-15074	30	20	the	the	DET
cet-15074	30	21	efficiency	efficiency	NOUN
cet-15074	30	22	of	of	ADP
cet-15074	30	23	the	the	DET
cet-15074	30	24	parameter	parameter	NOUN
cet-15074	30	25	tuning	tuning	NOUN
cet-15074	30	26	.	.	PUNCT
cet-15074	31	1	in	in	ADP
cet-15074	31	2	section	section	NOUN
cet-15074	31	3	5	5	NUM
cet-15074	31	4	,	,	PUNCT
cet-15074	31	5	the	the	DET
cet-15074	31	6	results	result	NOUN
cet-15074	31	7	are	be	AUX
cet-15074	31	8	summarized	summarize	VERB
cet-15074	31	9	.	.	PUNCT
cet-15074	32	1	1009	1009	NUM
cet-15074	32	2	figure	figure	NOUN
cet-15074	32	3	1	1	NUM
cet-15074	32	4	:	:	PUNCT
cet-15074	32	5	flow	flow	NOUN
cet-15074	32	6	chart	chart	NOUN
cet-15074	32	7	:	:	PUNCT
cet-15074	32	8	application	application	NOUN
cet-15074	32	9	of	of	ADP
cet-15074	32	10	metaheuristic	metaheuristic	ADJ
cet-15074	32	11	optimization	optimization	NOUN
cet-15074	32	12	procedure	procedure	NOUN
cet-15074	32	13	2	2	NUM
cet-15074	32	14	.	.	PUNCT
cet-15074	33	1	literature	literature	PROPN
cet-15074	33	2	review	review	VERB
cet-15074	33	3	thousands	thousand	NOUN
cet-15074	33	4	of	of	ADP
cet-15074	33	5	scientific	scientific	ADJ
cet-15074	33	6	papers	paper	NOUN
cet-15074	33	7	deal	deal	VERB
cet-15074	33	8	with	with	ADP
cet-15074	33	9	metaheuristic	metaheuristic	ADJ
cet-15074	33	10	algorithms	algorithm	NOUN
cet-15074	33	11	,	,	PUNCT
cet-15074	33	12	as	as	ADV
cet-15074	33	13	well	well	ADV
cet-15074	33	14	as	as	ADP
cet-15074	33	15	the	the	DET
cet-15074	33	16	travelling	travel	VERB
cet-15074	33	17	salesman	salesman	NOUN
cet-15074	33	18	problem	problem	NOUN
cet-15074	33	19	(	(	PUNCT
cet-15074	33	20	tsp	tsp	NOUN
cet-15074	33	21	)	)	PUNCT
cet-15074	33	22	and	and	CCONJ
cet-15074	33	23	ant	ant	ADJ
cet-15074	33	24	colony	colony	NOUN
cet-15074	33	25	optimization	optimization	NOUN
cet-15074	33	26	(	(	PUNCT
cet-15074	33	27	aco	aco	PROPN
cet-15074	33	28	)	)	PUNCT
cet-15074	33	29	.	.	PUNCT
cet-15074	34	1	figure	figure	NOUN
cet-15074	34	2	2	2	NUM
cet-15074	34	3	clearly	clearly	ADV
cet-15074	34	4	shows	show	VERB
cet-15074	34	5	the	the	DET
cet-15074	34	6	literature	literature	NOUN
cet-15074	34	7	statistics	statistic	NOUN
cet-15074	34	8	of	of	ADP
cet-15074	34	9	the	the	DET
cet-15074	34	10	last	last	ADJ
cet-15074	34	11	five	five	NUM
cet-15074	34	12	years	year	NOUN
cet-15074	34	13	from	from	ADP
cet-15074	34	14	one	one	NUM
cet-15074	34	15	database	database	NOUN
cet-15074	34	16	(	(	PUNCT
cet-15074	34	17	so	so	ADV
cet-15074	34	18	there	there	PRON
cet-15074	34	19	are	be	VERB
cet-15074	34	20	many	many	ADJ
cet-15074	34	21	more	more	ADJ
cet-15074	34	22	research	research	NOUN
cet-15074	34	23	materials	material	NOUN
cet-15074	34	24	than	than	ADP
cet-15074	34	25	this	this	PRON
cet-15074	34	26	)	)	PUNCT
cet-15074	34	27	with	with	ADP
cet-15074	34	28	the	the	DET
cet-15074	34	29	specified	specified	ADJ
cet-15074	34	30	keywords	keyword	NOUN
cet-15074	34	31	.	.	PUNCT
cet-15074	35	1	the	the	DET
cet-15074	35	2	problem	problem	NOUN
cet-15074	35	3	is	be	AUX
cet-15074	35	4	that	that	SCONJ
cet-15074	35	5	it	it	PRON
cet-15074	35	6	is	be	AUX
cet-15074	35	7	difficult	difficult	ADJ
cet-15074	35	8	to	to	PART
cet-15074	35	9	find	find	VERB
cet-15074	35	10	the	the	DET
cet-15074	35	11	answers	answer	NOUN
cet-15074	35	12	to	to	ADP
cet-15074	35	13	the	the	DET
cet-15074	35	14	questions	question	NOUN
cet-15074	35	15	that	that	PRON
cet-15074	35	16	arise	arise	VERB
cet-15074	35	17	either	either	CCONJ
cet-15074	35	18	on	on	ADP
cet-15074	35	19	the	the	DET
cet-15074	35	20	practical	practical	ADJ
cet-15074	35	21	side	side	NOUN
cet-15074	35	22	,	,	PUNCT
cet-15074	35	23	i.e.	i.e.	X
cet-15074	35	24	in	in	ADP
cet-15074	35	25	industry	industry	NOUN
cet-15074	35	26	or	or	CCONJ
cet-15074	35	27	in	in	ADP
cet-15074	35	28	scientific	scientific	ADJ
cet-15074	35	29	communities	community	NOUN
cet-15074	35	30	,	,	PUNCT
cet-15074	35	31	among	among	ADP
cet-15074	35	32	the	the	DET
cet-15074	35	33	many	many	ADJ
cet-15074	35	34	papers	paper	NOUN
cet-15074	35	35	.	.	PUNCT
cet-15074	36	1	it	it	PRON
cet-15074	36	2	is	be	AUX
cet-15074	36	3	also	also	ADV
cet-15074	36	4	due	due	ADJ
cet-15074	36	5	to	to	ADP
cet-15074	36	6	this	this	PRON
cet-15074	36	7	that	that	SCONJ
cet-15074	36	8	the	the	DET
cet-15074	36	9	practical	practical	ADJ
cet-15074	36	10	use	use	NOUN
cet-15074	36	11	of	of	ADP
cet-15074	36	12	metaheuristics	metaheuristic	NOUN
cet-15074	36	13	is	be	AUX
cet-15074	36	14	small	small	ADJ
cet-15074	36	15	(	(	PUNCT
cet-15074	36	16	swan	swan	NOUN
cet-15074	36	17	et	et	PROPN
cet-15074	36	18	al	al	PROPN
cet-15074	36	19	.	.	PROPN
cet-15074	36	20	,	,	PUNCT
cet-15074	36	21	2022	2022	NUM
cet-15074	36	22	)	)	PUNCT
cet-15074	36	23	,	,	PUNCT
cet-15074	36	24	although	although	SCONJ
cet-15074	36	25	a	a	DET
cet-15074	36	26	lot	lot	NOUN
cet-15074	36	27	of	of	ADP
cet-15074	36	28	scientific	scientific	ADJ
cet-15074	36	29	work	work	NOUN
cet-15074	36	30	has	have	AUX
cet-15074	36	31	been	be	AUX
cet-15074	36	32	published	publish	VERB
cet-15074	36	33	in	in	ADP
cet-15074	36	34	recent	recent	ADJ
cet-15074	36	35	years	year	NOUN
cet-15074	36	36	on	on	ADP
cet-15074	36	37	the	the	DET
cet-15074	36	38	excellent	excellent	ADJ
cet-15074	36	39	problem	problem	NOUN
cet-15074	36	40	-	-	PUNCT
cet-15074	36	41	solving	solve	VERB
cet-15074	36	42	ability	ability	NOUN
cet-15074	36	43	of	of	ADP
cet-15074	36	44	metaheuristic	metaheuristic	ADJ
cet-15074	36	45	algorithms	algorithm	NOUN
cet-15074	36	46	.	.	PUNCT
cet-15074	37	1	however	however	ADV
cet-15074	37	2	,	,	PUNCT
cet-15074	37	3	most	most	ADJ
cet-15074	37	4	of	of	ADP
cet-15074	37	5	these	these	PRON
cet-15074	37	6	remain	remain	VERB
cet-15074	37	7	at	at	ADP
cet-15074	37	8	the	the	DET
cet-15074	37	9	theoretical	theoretical	ADJ
cet-15074	37	10	level	level	NOUN
cet-15074	37	11	and	and	CCONJ
cet-15074	37	12	outside	outside	ADP
cet-15074	37	13	the	the	DET
cet-15074	37	14	scientific	scientific	ADJ
cet-15074	37	15	community	community	NOUN
cet-15074	37	16	,	,	PUNCT
cet-15074	37	17	less	less	ADV
cet-15074	37	18	commonly	commonly	ADV
cet-15074	37	19	used	use	VERB
cet-15074	37	20	techniques	technique	NOUN
cet-15074	37	21	in	in	ADP
cet-15074	37	22	practice	practice	NOUN
cet-15074	37	23	.	.	PUNCT
cet-15074	38	1	figure	figure	VERB
cet-15074	38	2	2	2	NUM
cet-15074	38	3	:	:	PUNCT
cet-15074	38	4	literature	literature	NOUN
cet-15074	38	5	analysis	analysis	NOUN
cet-15074	38	6	the	the	DET
cet-15074	38	7	performance	performance	NOUN
cet-15074	38	8	of	of	ADP
cet-15074	38	9	metaheuristics	metaheuristic	NOUN
cet-15074	38	10	and	and	CCONJ
cet-15074	38	11	the	the	DET
cet-15074	38	12	accuracy	accuracy	NOUN
cet-15074	38	13	of	of	ADP
cet-15074	38	14	the	the	DET
cet-15074	38	15	results	result	NOUN
cet-15074	38	16	are	be	AUX
cet-15074	38	17	greatly	greatly	ADV
cet-15074	38	18	influenced	influence	VERB
cet-15074	38	19	by	by	ADP
cet-15074	38	20	the	the	DET
cet-15074	38	21	appropriate	appropriate	ADJ
cet-15074	38	22	choice	choice	NOUN
cet-15074	38	23	of	of	ADP
cet-15074	38	24	parameters	parameter	NOUN
cet-15074	38	25	(	(	PUNCT
cet-15074	38	26	joshi	joshi	PROPN
cet-15074	38	27	and	and	CCONJ
cet-15074	38	28	bansal	bansal	NOUN
cet-15074	38	29	,	,	PUNCT
cet-15074	38	30	2020	2020	NUM
cet-15074	38	31	)	)	PUNCT
cet-15074	38	32	.	.	PUNCT
cet-15074	39	1	this	this	PRON
cet-15074	39	2	is	be	AUX
cet-15074	39	3	an	an	DET
cet-15074	39	4	extremely	extremely	ADV
cet-15074	39	5	time	time	NOUN
cet-15074	39	6	-	-	PUNCT
cet-15074	39	7	consuming	consume	VERB
cet-15074	39	8	and	and	CCONJ
cet-15074	39	9	expensive	expensive	ADJ
cet-15074	39	10	task	task	NOUN
cet-15074	39	11	,	,	PUNCT
cet-15074	39	12	as	as	SCONJ
cet-15074	39	13	it	it	PRON
cet-15074	39	14	is	be	AUX
cet-15074	39	15	usually	usually	ADV
cet-15074	39	16	done	do	VERB
cet-15074	39	17	experimentally	experimentally	ADV
cet-15074	39	18	(	(	PUNCT
cet-15074	39	19	shadkam	shadkam	ADJ
cet-15074	39	20	,	,	PUNCT
cet-15074	39	21	2022	2022	NUM
cet-15074	39	22	)	)	PUNCT
cet-15074	39	23	.	.	PUNCT
cet-15074	40	1	many	many	ADJ
cet-15074	40	2	research	research	NOUN
cet-15074	40	3	works	work	NOUN
cet-15074	40	4	describe	describe	VERB
cet-15074	40	5	how	how	SCONJ
cet-15074	40	6	important	important	ADJ
cet-15074	40	7	the	the	DET
cet-15074	40	8	parameter	parameter	NOUN
cet-15074	40	9	tuning	tuning	NOUN
cet-15074	40	10	of	of	ADP
cet-15074	40	11	algorithms	algorithm	NOUN
cet-15074	40	12	is	be	AUX
cet-15074	40	13	,	,	PUNCT
cet-15074	40	14	but	but	CCONJ
cet-15074	40	15	most	most	ADJ
cet-15074	40	16	of	of	ADP
cet-15074	40	17	the	the	DET
cet-15074	40	18	time	time	NOUN
cet-15074	40	19	,	,	PUNCT
cet-15074	40	20	the	the	DET
cet-15074	40	21	process	process	NOUN
cet-15074	40	22	is	be	AUX
cet-15074	40	23	not	not	PART
cet-15074	40	24	documented	document	VERB
cet-15074	40	25	,	,	PUNCT
cet-15074	40	26	and	and	CCONJ
cet-15074	40	27	in	in	ADP
cet-15074	40	28	many	many	ADJ
cet-15074	40	29	cases	case	NOUN
cet-15074	40	30	,	,	PUNCT
cet-15074	40	31	the	the	DET
cet-15074	40	32	most	most	ADV
cet-15074	40	33	favourable	favourable	ADJ
cet-15074	40	34	parameter	parameter	NOUN
cet-15074	40	35	settings	setting	NOUN
cet-15074	40	36	for	for	ADP
cet-15074	40	37	a	a	DET
cet-15074	40	38	given	give	VERB
cet-15074	40	39	task	task	NOUN
cet-15074	40	40	are	be	AUX
cet-15074	40	41	not	not	PART
cet-15074	40	42	summarised	summarise	VERB
cet-15074	40	43	.	.	PUNCT
cet-15074	40	44	0	0	NUM
cet-15074	41	1	1000	1000	NUM
cet-15074	41	2	2000	2000	NUM
cet-15074	41	3	3000	3000	NUM
cet-15074	41	4	4000	4000	NUM
cet-15074	41	5	5000	5000	NUM
cet-15074	41	6	6000	6000	NUM
cet-15074	41	7	metaheuristics	metaheuristic	NOUN
cet-15074	41	8	traveling	travel	VERB
cet-15074	41	9	salesman	salesman	ADJ
cet-15074	41	10	problem	problem	NOUN
cet-15074	41	11	ant	ant	ADJ
cet-15074	41	12	colony	colony	NOUN
cet-15074	41	13	optimization	optimization	NOUN
cet-15074	41	14	2	2	NUM
cet-15074	41	15	3	3	NUM
cet-15074	41	16	7	7	NUM
cet-15074	41	17	8	8	NUM
cet-15074	41	18	7	7	NUM
cet-15074	41	19	1	1	NUM
cet-15074	41	20	0	0	NUM
cet-15074	41	21	2	2	NUM
cet-15074	41	22	0	0	NUM
cet-15074	41	23	9	9	NUM
cet-15074	41	24	53	53	NUM
cet-15074	41	25	1	1	NUM
cet-15074	41	26	7	7	NUM
cet-15074	41	27	6	6	NUM
cet-15074	41	28	7	7	NUM
cet-15074	41	29	5	5	NUM
cet-15074	41	30	8	8	NUM
cet-15074	41	31	2	2	NUM
cet-15074	41	32	4	4	NUM
cet-15074	41	33	7	7	NUM
cet-15074	41	34	24	24	NUM
cet-15074	41	35	0	0	NUM
cet-15074	41	36	7	7	NUM
cet-15074	41	37	5	5	NUM
cet-15074	41	38	8	8	NUM
cet-15074	41	39	6	6	NUM
cet-15074	41	40	5	5	NUM
cet-15074	41	41	2	2	NUM
cet-15074	41	42	8	8	NUM
cet-15074	41	43	9	9	NUM
cet-15074	41	44	24	24	NUM
cet-15074	41	45	3	3	NUM
cet-15074	41	46	3	3	NUM
cet-15074	41	47	2	2	NUM
cet-15074	41	48	8	8	NUM
cet-15074	41	49	9	9	NUM
cet-15074	41	50	7	7	NUM
cet-15074	41	51	3	3	NUM
cet-15074	41	52	0	0	NUM
cet-15074	41	53	1	1	NUM
cet-15074	41	54	8	8	NUM
cet-15074	41	55	5	5	NUM
cet-15074	41	56	0	0	NUM
cet-15074	41	57	9	9	NUM
cet-15074	41	58	2	2	NUM
cet-15074	41	59	9	9	NUM
cet-15074	41	60	6	6	NUM
cet-15074	41	61	8	8	NUM
cet-15074	41	62	3	3	NUM
cet-15074	41	63	1	1	NUM
cet-15074	41	64	4	4	NUM
cet-15074	41	65	7	7	NUM
cet-15074	41	66	r	r	NOUN
cet-15074	41	67	es	es	X
cet-15074	41	68	u	u	NOUN
cet-15074	41	69	lt	lt	PROPN
cet-15074	41	70	s	s	NOUN
cet-15074	41	71	database	database	NOUN
cet-15074	41	72	:	:	PUNCT
cet-15074	41	73	sciencedirect	sciencedirect	PROPN
cet-15074	41	74	(	(	PUNCT
cet-15074	41	75	06.10.2024	06.10.2024	PROPN
cet-15074	41	76	)	)	PUNCT
cet-15074	41	77	2020	2020	NUM
cet-15074	41	78	2021	2021	NUM
cet-15074	41	79	2022	2022	NUM
cet-15074	41	80	2023	2023	NUM
cet-15074	41	81	2024	2024	NUM
cet-15074	41	82	1010	1010	NUM
cet-15074	41	83	during	during	ADP
cet-15074	41	84	the	the	DET
cet-15074	41	85	publication	publication	NOUN
cet-15074	41	86	of	of	ADP
cet-15074	41	87	a	a	DET
cet-15074	41	88	metaheuristic	metaheuristic	ADJ
cet-15074	41	89	,	,	PUNCT
cet-15074	41	90	countless	countless	ADJ
cet-15074	41	91	data	datum	NOUN
cet-15074	41	92	and	and	CCONJ
cet-15074	41	93	information	information	NOUN
cet-15074	41	94	are	be	AUX
cet-15074	41	95	indicated	indicate	VERB
cet-15074	41	96	,	,	PUNCT
cet-15074	41	97	all	all	PRON
cet-15074	41	98	of	of	ADP
cet-15074	41	99	which	which	PRON
cet-15074	41	100	can	can	AUX
cet-15074	41	101	help	help	VERB
cet-15074	41	102	in	in	ADP
cet-15074	41	103	adaptation	adaptation	NOUN
cet-15074	41	104	,	,	PUNCT
cet-15074	41	105	primarily	primarily	ADV
cet-15074	41	106	for	for	ADP
cet-15074	41	107	computer	computer	NOUN
cet-15074	41	108	scientists	scientist	NOUN
cet-15074	41	109	.	.	PUNCT
cet-15074	42	1	these	these	PRON
cet-15074	42	2	include	include	VERB
cet-15074	42	3	,	,	PUNCT
cet-15074	42	4	for	for	ADP
cet-15074	42	5	example	example	NOUN
cet-15074	42	6	,	,	PUNCT
cet-15074	42	7	the	the	DET
cet-15074	42	8	pseudocode	pseudocode	NOUN
cet-15074	42	9	of	of	ADP
cet-15074	42	10	the	the	DET
cet-15074	42	11	algorithm	algorithm	NOUN
cet-15074	42	12	,	,	PUNCT
cet-15074	42	13	the	the	DET
cet-15074	42	14	detailed	detailed	ADJ
cet-15074	42	15	description	description	NOUN
cet-15074	42	16	of	of	ADP
cet-15074	42	17	the	the	DET
cet-15074	42	18	operating	operate	VERB
cet-15074	42	19	mechanisms	mechanism	NOUN
cet-15074	42	20	,	,	PUNCT
cet-15074	42	21	and	and	CCONJ
cet-15074	42	22	the	the	DET
cet-15074	42	23	presentation	presentation	NOUN
cet-15074	42	24	of	of	ADP
cet-15074	42	25	the	the	DET
cet-15074	42	26	most	most	ADV
cet-15074	42	27	important	important	ADJ
cet-15074	42	28	parameters	parameter	NOUN
cet-15074	42	29	.	.	PUNCT
cet-15074	43	1	with	with	ADP
cet-15074	43	2	the	the	DET
cet-15074	43	3	help	help	NOUN
cet-15074	43	4	of	of	ADP
cet-15074	43	5	expert	expert	ADJ
cet-15074	43	6	knowledge	knowledge	NOUN
cet-15074	43	7	that	that	PRON
cet-15074	43	8	can	can	AUX
cet-15074	43	9	be	be	AUX
cet-15074	43	10	obtained	obtain	VERB
cet-15074	43	11	from	from	ADP
cet-15074	43	12	scientific	scientific	ADJ
cet-15074	43	13	works	work	NOUN
cet-15074	43	14	,	,	PUNCT
cet-15074	43	15	a	a	DET
cet-15074	43	16	metaheuristic	metaheuristic	ADJ
cet-15074	43	17	can	can	AUX
cet-15074	43	18	most	most	ADV
cet-15074	43	19	likely	likely	ADV
cet-15074	43	20	be	be	AUX
cet-15074	43	21	used	use	VERB
cet-15074	43	22	to	to	PART
cet-15074	43	23	solve	solve	VERB
cet-15074	43	24	various	various	ADJ
cet-15074	43	25	problems	problem	NOUN
cet-15074	43	26	.	.	PUNCT
cet-15074	44	1	however	however	ADV
cet-15074	44	2	,	,	PUNCT
cet-15074	44	3	this	this	PRON
cet-15074	44	4	also	also	ADV
cet-15074	44	5	requires	require	VERB
cet-15074	44	6	the	the	DET
cet-15074	44	7	knowledge	knowledge	NOUN
cet-15074	44	8	of	of	ADP
cet-15074	44	9	specialists	specialist	NOUN
cet-15074	44	10	in	in	ADP
cet-15074	44	11	a	a	DET
cet-15074	44	12	specific	specific	ADJ
cet-15074	44	13	field	field	NOUN
cet-15074	44	14	.	.	PUNCT
cet-15074	45	1	in	in	ADP
cet-15074	45	2	the	the	DET
cet-15074	45	3	field	field	NOUN
cet-15074	45	4	of	of	ADP
cet-15074	45	5	logistics	logistic	NOUN
cet-15074	45	6	,	,	PUNCT
cet-15074	45	7	metaheuristics	metaheuristic	NOUN
cet-15074	45	8	are	be	AUX
cet-15074	45	9	also	also	ADV
cet-15074	45	10	often	often	ADV
cet-15074	45	11	used	use	VERB
cet-15074	45	12	,	,	PUNCT
cet-15074	45	13	as	as	SCONJ
cet-15074	45	14	many	many	ADJ
cet-15074	45	15	tasks	task	NOUN
cet-15074	45	16	are	be	AUX
cet-15074	45	17	np	np	NOUN
cet-15074	45	18	-	-	PUNCT
cet-15074	45	19	hard	hard	ADJ
cet-15074	45	20	.	.	PUNCT
cet-15074	46	1	with	with	ADP
cet-15074	46	2	the	the	DET
cet-15074	46	3	novel	novel	ADJ
cet-15074	46	4	classification	classification	NOUN
cet-15074	46	5	of	of	ADP
cet-15074	46	6	metaheuristics	metaheuristic	NOUN
cet-15074	46	7	and	and	CCONJ
cet-15074	46	8	logistic	logistic	ADJ
cet-15074	46	9	tasks	task	NOUN
cet-15074	46	10	(	(	PUNCT
cet-15074	46	11	two	two	NUM
cet-15074	46	12	groups	group	NOUN
cet-15074	46	13	have	have	AUX
cet-15074	46	14	been	be	AUX
cet-15074	46	15	distinguished	distinguish	VERB
cet-15074	46	16	:	:	PUNCT
cet-15074	46	17	discrete	discrete	ADJ
cet-15074	46	18	and	and	CCONJ
cet-15074	46	19	continuous	continuous	ADJ
cet-15074	46	20	.	.	PUNCT
cet-15074	47	1	the	the	DET
cet-15074	47	2	tasks	task	NOUN
cet-15074	47	3	were	be	AUX
cet-15074	47	4	classified	classify	VERB
cet-15074	47	5	according	accord	VERB
cet-15074	47	6	to	to	ADP
cet-15074	47	7	the	the	DET
cet-15074	47	8	variables	variable	NOUN
cet-15074	47	9	,	,	PUNCT
cet-15074	47	10	and	and	CCONJ
cet-15074	47	11	the	the	DET
cet-15074	47	12	metaheuristics	metaheuristic	NOUN
cet-15074	47	13	according	accord	VERB
cet-15074	47	14	to	to	ADP
cet-15074	47	15	the	the	DET
cet-15074	47	16	type	type	NOUN
cet-15074	47	17	of	of	ADP
cet-15074	47	18	problems	problem	NOUN
cet-15074	47	19	that	that	PRON
cet-15074	47	20	have	have	AUX
cet-15074	47	21	been	be	AUX
cet-15074	47	22	solved	solve	VERB
cet-15074	47	23	efficiently	efficiently	ADV
cet-15074	47	24	in	in	ADP
cet-15074	47	25	the	the	DET
cet-15074	47	26	literature	literature	NOUN
cet-15074	47	27	)	)	PUNCT
cet-15074	47	28	;	;	PUNCT
cet-15074	47	29	it	it	PRON
cet-15074	47	30	is	be	AUX
cet-15074	47	31	possible	possible	ADJ
cet-15074	47	32	to	to	PART
cet-15074	47	33	select	select	VERB
cet-15074	47	34	the	the	DET
cet-15074	47	35	algorithm	algorithm	NOUN
cet-15074	47	36	with	with	ADP
cet-15074	47	37	the	the	DET
cet-15074	47	38	highest	high	ADJ
cet-15074	47	39	probability	probability	NOUN
cet-15074	47	40	of	of	ADP
cet-15074	47	41	solving	solve	VERB
cet-15074	47	42	a	a	DET
cet-15074	47	43	given	give	VERB
cet-15074	47	44	problem	problem	NOUN
cet-15074	47	45	efficiently	efficiently	ADV
cet-15074	47	46	and	and	CCONJ
cet-15074	47	47	to	to	PART
cet-15074	47	48	implement	implement	VERB
cet-15074	47	49	an	an	DET
cet-15074	47	50	optimisation	optimisation	NOUN
cet-15074	47	51	method	method	NOUN
cet-15074	47	52	using	use	VERB
cet-15074	47	53	expert	expert	ADJ
cet-15074	47	54	knowledge	knowledge	NOUN
cet-15074	47	55	available	available	ADJ
cet-15074	47	56	from	from	ADP
cet-15074	47	57	pseudocode	pseudocode	NOUN
cet-15074	47	58	and	and	CCONJ
cet-15074	47	59	papers	paper	NOUN
cet-15074	47	60	.	.	PUNCT
cet-15074	48	1	the	the	DET
cet-15074	48	2	combination	combination	NOUN
cet-15074	48	3	of	of	ADP
cet-15074	48	4	these	these	DET
cet-15074	48	5	two	two	NUM
cet-15074	48	6	factors	factor	NOUN
cet-15074	48	7	can	can	AUX
cet-15074	48	8	ensure	ensure	VERB
cet-15074	48	9	greater	great	ADJ
cet-15074	48	10	practical	practical	ADJ
cet-15074	48	11	application	application	NOUN
cet-15074	48	12	of	of	ADP
cet-15074	48	13	metaheuristic	metaheuristic	ADJ
cet-15074	48	14	algorithms	algorithm	NOUN
cet-15074	48	15	.	.	PUNCT
cet-15074	49	1	to	to	PART
cet-15074	49	2	prove	prove	VERB
cet-15074	49	3	the	the	DET
cet-15074	49	4	validity	validity	NOUN
cet-15074	49	5	and	and	CCONJ
cet-15074	49	6	efficiency	efficiency	NOUN
cet-15074	49	7	of	of	ADP
cet-15074	49	8	a	a	DET
cet-15074	49	9	written	write	VERB
cet-15074	49	10	method	method	NOUN
cet-15074	49	11	,	,	PUNCT
cet-15074	49	12	it	it	PRON
cet-15074	49	13	is	be	AUX
cet-15074	49	14	necessary	necessary	ADJ
cet-15074	49	15	to	to	PART
cet-15074	49	16	solve	solve	VERB
cet-15074	49	17	the	the	DET
cet-15074	49	18	problem	problem	NOUN
cet-15074	49	19	using	use	VERB
cet-15074	49	20	an	an	DET
cet-15074	49	21	exact	exact	ADJ
cet-15074	49	22	method	method	NOUN
cet-15074	49	23	since	since	SCONJ
cet-15074	49	24	this	this	PRON
cet-15074	49	25	is	be	AUX
cet-15074	49	26	the	the	DET
cet-15074	49	27	basis	basis	NOUN
cet-15074	49	28	for	for	ADP
cet-15074	49	29	obtaining	obtain	VERB
cet-15074	49	30	an	an	DET
cet-15074	49	31	exact	exact	ADJ
cet-15074	49	32	solution	solution	NOUN
cet-15074	49	33	to	to	ADP
cet-15074	49	34	the	the	DET
cet-15074	49	35	problem	problem	NOUN
cet-15074	49	36	,	,	PUNCT
cet-15074	49	37	against	against	ADP
cet-15074	49	38	which	which	PRON
cet-15074	49	39	the	the	DET
cet-15074	49	40	result	result	NOUN
cet-15074	49	41	of	of	ADP
cet-15074	49	42	the	the	DET
cet-15074	49	43	metaheuristic	metaheuristic	ADJ
cet-15074	49	44	method	method	NOUN
cet-15074	49	45	can	can	AUX
cet-15074	49	46	be	be	AUX
cet-15074	49	47	compared	compare	VERB
cet-15074	49	48	.	.	PUNCT
cet-15074	50	1	then	then	ADV
cet-15074	50	2	,	,	PUNCT
cet-15074	50	3	the	the	DET
cet-15074	50	4	next	next	ADJ
cet-15074	50	5	important	important	ADJ
cet-15074	50	6	step	step	NOUN
cet-15074	50	7	is	be	AUX
cet-15074	50	8	to	to	PART
cet-15074	50	9	adjust	adjust	VERB
cet-15074	50	10	the	the	DET
cet-15074	50	11	parameters	parameter	NOUN
cet-15074	50	12	to	to	PART
cet-15074	50	13	improve	improve	VERB
cet-15074	50	14	the	the	DET
cet-15074	50	15	accuracy	accuracy	NOUN
cet-15074	50	16	of	of	ADP
cet-15074	50	17	the	the	DET
cet-15074	50	18	results	result	NOUN
cet-15074	50	19	of	of	ADP
cet-15074	50	20	the	the	DET
cet-15074	50	21	optimisation	optimisation	NOUN
cet-15074	50	22	procedure	procedure	NOUN
cet-15074	50	23	.	.	PUNCT
cet-15074	51	1	fine	fine	ADJ
cet-15074	51	2	-	-	PUNCT
cet-15074	51	3	tuning	tune	VERB
cet-15074	51	4	a	a	DET
cet-15074	51	5	technique	technique	NOUN
cet-15074	51	6	requires	require	VERB
cet-15074	51	7	the	the	DET
cet-15074	51	8	logistician	logistician	NOUN
cet-15074	51	9	's	's	PART
cet-15074	51	10	professional	professional	ADJ
cet-15074	51	11	knowledge	knowledge	NOUN
cet-15074	51	12	in	in	ADP
cet-15074	51	13	the	the	DET
cet-15074	51	14	application	application	NOUN
cet-15074	51	15	of	of	ADP
cet-15074	51	16	optimisation	optimisation	NOUN
cet-15074	51	17	methods	method	NOUN
cet-15074	51	18	,	,	PUNCT
cet-15074	51	19	and	and	CCONJ
cet-15074	51	20	the	the	DET
cet-15074	51	21	cooperation	cooperation	NOUN
cet-15074	51	22	of	of	ADP
cet-15074	51	23	several	several	ADJ
cet-15074	51	24	experts	expert	NOUN
cet-15074	51	25	in	in	ADP
cet-15074	51	26	solving	solve	VERB
cet-15074	51	27	a	a	DET
cet-15074	51	28	problem	problem	NOUN
cet-15074	51	29	is	be	AUX
cet-15074	51	30	of	of	ADP
cet-15074	51	31	paramount	paramount	ADJ
cet-15074	51	32	importance	importance	NOUN
cet-15074	51	33	.	.	PUNCT
cet-15074	52	1	a	a	DET
cet-15074	52	2	well	well	ADV
cet-15074	52	3	-	-	PUNCT
cet-15074	52	4	researched	research	VERB
cet-15074	52	5	and	and	CCONJ
cet-15074	52	6	popular	popular	ADJ
cet-15074	52	7	problem	problem	NOUN
cet-15074	52	8	is	be	AUX
cet-15074	52	9	the	the	DET
cet-15074	52	10	traveling	travel	VERB
cet-15074	52	11	salesman	salesman	NOUN
cet-15074	52	12	's	's	PART
cet-15074	52	13	problem	problem	NOUN
cet-15074	52	14	,	,	PUNCT
cet-15074	52	15	which	which	PRON
cet-15074	52	16	can	can	AUX
cet-15074	52	17	not	not	PART
cet-15074	52	18	only	only	ADV
cet-15074	52	19	be	be	AUX
cet-15074	52	20	used	use	VERB
cet-15074	52	21	to	to	PART
cet-15074	52	22	determine	determine	VERB
cet-15074	52	23	the	the	DET
cet-15074	52	24	shortest	short	ADJ
cet-15074	52	25	distance	distance	NOUN
cet-15074	52	26	or	or	CCONJ
cet-15074	52	27	the	the	DET
cet-15074	52	28	most	most	ADV
cet-15074	52	29	optimal	optimal	ADJ
cet-15074	52	30	tour	tour	NOUN
cet-15074	52	31	of	of	ADP
cet-15074	52	32	given	give	VERB
cet-15074	52	33	points	point	NOUN
cet-15074	52	34	but	but	CCONJ
cet-15074	52	35	also	also	ADV
cet-15074	52	36	has	have	VERB
cet-15074	52	37	many	many	ADJ
cet-15074	52	38	other	other	ADJ
cet-15074	52	39	practical	practical	ADJ
cet-15074	52	40	applications	application	NOUN
cet-15074	52	41	,	,	PUNCT
cet-15074	52	42	such	such	ADJ
cet-15074	52	43	as	as	ADP
cet-15074	52	44	production	production	NOUN
cet-15074	52	45	scheduling	scheduling	NOUN
cet-15074	52	46	,	,	PUNCT
cet-15074	52	47	material	material	NOUN
cet-15074	52	48	flow	flow	NOUN
cet-15074	52	49	planning	planning	NOUN
cet-15074	52	50	problems	problem	NOUN
cet-15074	52	51	,	,	PUNCT
cet-15074	52	52	waste	waste	NOUN
cet-15074	52	53	collection	collection	NOUN
cet-15074	52	54	management	management	NOUN
cet-15074	52	55	(	(	PUNCT
cet-15074	52	56	pop	pop	NOUN
cet-15074	52	57	et	et	PROPN
cet-15074	52	58	al	al	PROPN
cet-15074	52	59	.	.	PROPN
cet-15074	52	60	,	,	PUNCT
cet-15074	52	61	2024	2024	NUM
cet-15074	52	62	)	)	PUNCT
cet-15074	52	63	,	,	PUNCT
cet-15074	52	64	picking	pick	VERB
cet-15074	52	65	problems	problem	NOUN
cet-15074	52	66	,	,	PUNCT
cet-15074	52	67	psychological	psychological	ADJ
cet-15074	52	68	data	datum	NOUN
cet-15074	52	69	analysis	analysis	NOUN
cet-15074	52	70	,	,	PUNCT
cet-15074	52	71	frequency	frequency	NOUN
cet-15074	52	72	assignment	assignment	NOUN
cet-15074	52	73	problem	problem	NOUN
cet-15074	52	74	in	in	ADP
cet-15074	52	75	a	a	DET
cet-15074	52	76	communication	communication	NOUN
cet-15074	52	77	network	network	NOUN
cet-15074	52	78	,	,	PUNCT
cet-15074	52	79	etc	etc	X
cet-15074	52	80	.	.	X
cet-15074	53	1	(	(	PUNCT
cet-15074	53	2	jati	jati	NOUN
cet-15074	53	3	et	et	PROPN
cet-15074	53	4	al	al	PROPN
cet-15074	53	5	.	.	PROPN
cet-15074	53	6	,	,	PUNCT
cet-15074	53	7	2023	2023	NUM
cet-15074	53	8	)	)	PUNCT
cet-15074	53	9	.	.	PUNCT
cet-15074	54	1	tsp	tsp	NOUN
cet-15074	54	2	is	be	AUX
cet-15074	54	3	a	a	DET
cet-15074	54	4	good	good	ADJ
cet-15074	54	5	choice	choice	NOUN
cet-15074	54	6	because	because	SCONJ
cet-15074	54	7	it	it	PRON
cet-15074	54	8	is	be	AUX
cet-15074	54	9	a	a	DET
cet-15074	54	10	combinatorial	combinatorial	ADJ
cet-15074	54	11	problem	problem	NOUN
cet-15074	54	12	with	with	ADP
cet-15074	54	13	discrete	discrete	ADJ
cet-15074	54	14	variables	variable	NOUN
cet-15074	54	15	belonging	belong	VERB
cet-15074	54	16	to	to	ADP
cet-15074	54	17	the	the	DET
cet-15074	54	18	np	np	ADJ
cet-15074	54	19	-	-	PUNCT
cet-15074	54	20	hard	hard	ADJ
cet-15074	54	21	complexity	complexity	NOUN
cet-15074	54	22	class	class	NOUN
cet-15074	54	23	,	,	PUNCT
cet-15074	54	24	but	but	CCONJ
cet-15074	54	25	in	in	ADP
cet-15074	54	26	the	the	DET
cet-15074	54	27	case	case	NOUN
cet-15074	54	28	of	of	ADP
cet-15074	54	29	a	a	DET
cet-15074	54	30	small	small	ADJ
cet-15074	54	31	problem	problem	NOUN
cet-15074	54	32	instance	instance	NOUN
cet-15074	54	33	,	,	PUNCT
cet-15074	54	34	it	it	PRON
cet-15074	54	35	can	can	AUX
cet-15074	54	36	be	be	AUX
cet-15074	54	37	solved	solve	VERB
cet-15074	54	38	using	use	VERB
cet-15074	54	39	an	an	DET
cet-15074	54	40	exact	exact	ADJ
cet-15074	54	41	method	method	NOUN
cet-15074	54	42	,	,	PUNCT
cet-15074	54	43	for	for	ADP
cet-15074	54	44	example	example	NOUN
cet-15074	54	45	,	,	PUNCT
cet-15074	54	46	linear	linear	ADJ
cet-15074	54	47	programming	programming	NOUN
cet-15074	54	48	,	,	PUNCT
cet-15074	54	49	dynamic	dynamic	ADJ
cet-15074	54	50	programming	programming	NOUN
cet-15074	54	51	,	,	PUNCT
cet-15074	54	52	and	and	CCONJ
cet-15074	54	53	many	many	ADJ
cet-15074	54	54	other	other	ADJ
cet-15074	54	55	algorithms	algorithm	NOUN
cet-15074	54	56	providing	provide	VERB
cet-15074	54	57	exact	exact	ADJ
cet-15074	54	58	solutions	solution	NOUN
cet-15074	54	59	.	.	PUNCT
cet-15074	55	1	however	however	ADV
cet-15074	55	2	,	,	PUNCT
cet-15074	55	3	in	in	ADP
cet-15074	55	4	multifactorial	multifactorial	ADJ
cet-15074	55	5	cases	case	NOUN
cet-15074	55	6	,	,	PUNCT
cet-15074	55	7	metaheuristic	metaheuristic	ADJ
cet-15074	55	8	solutions	solution	NOUN
cet-15074	55	9	can	can	AUX
cet-15074	55	10	provide	provide	VERB
cet-15074	55	11	an	an	DET
cet-15074	55	12	acceptable	acceptable	ADJ
cet-15074	55	13	result	result	NOUN
cet-15074	55	14	.	.	PUNCT
cet-15074	56	1	in	in	ADP
cet-15074	56	2	this	this	DET
cet-15074	56	3	paper	paper	NOUN
cet-15074	56	4	,	,	PUNCT
cet-15074	56	5	the	the	DET
cet-15074	56	6	tsp	tsp	NOUN
cet-15074	56	7	is	be	AUX
cet-15074	56	8	solved	solve	VERB
cet-15074	56	9	using	use	VERB
cet-15074	56	10	the	the	DET
cet-15074	56	11	ant	ant	ADJ
cet-15074	56	12	colony	colony	NOUN
cet-15074	56	13	optimization	optimization	NOUN
cet-15074	56	14	(	(	PUNCT
cet-15074	56	15	aco	aco	PROPN
cet-15074	56	16	)	)	PUNCT
cet-15074	56	17	algorithm	algorithm	NOUN
cet-15074	56	18	in	in	ADP
cet-15074	56	19	addition	addition	NOUN
cet-15074	56	20	to	to	ADP
cet-15074	56	21	the	the	DET
cet-15074	56	22	exact	exact	ADJ
cet-15074	56	23	method	method	NOUN
cet-15074	56	24	,	,	PUNCT
cet-15074	56	25	and	and	CCONJ
cet-15074	56	26	the	the	DET
cet-15074	56	27	importance	importance	NOUN
cet-15074	56	28	of	of	ADP
cet-15074	56	29	parameter	parameter	NOUN
cet-15074	56	30	tuning	tune	VERB
cet-15074	56	31	for	for	ADP
cet-15074	56	32	better	well	ADJ
cet-15074	56	33	results	result	NOUN
cet-15074	56	34	is	be	AUX
cet-15074	56	35	shown	show	VERB
cet-15074	56	36	.	.	PUNCT
cet-15074	57	1	the	the	DET
cet-15074	57	2	different	different	ADJ
cet-15074	57	3	results	result	NOUN
cet-15074	57	4	obtained	obtain	VERB
cet-15074	57	5	as	as	ADP
cet-15074	57	6	a	a	DET
cet-15074	57	7	function	function	NOUN
cet-15074	57	8	of	of	ADP
cet-15074	57	9	the	the	DET
cet-15074	57	10	parameters	parameter	NOUN
cet-15074	57	11	to	to	PART
cet-15074	57	12	solve	solve	VERB
cet-15074	57	13	a	a	DET
cet-15074	57	14	problem	problem	NOUN
cet-15074	57	15	will	will	AUX
cet-15074	57	16	be	be	AUX
cet-15074	57	17	examined	examine	VERB
cet-15074	57	18	,	,	PUNCT
cet-15074	57	19	and	and	CCONJ
cet-15074	57	20	a	a	DET
cet-15074	57	21	general	general	ADJ
cet-15074	57	22	formula	formula	NOUN
cet-15074	57	23	will	will	AUX
cet-15074	57	24	be	be	AUX
cet-15074	57	25	determined	determine	VERB
cet-15074	57	26	for	for	ADP
cet-15074	57	27	the	the	DET
cet-15074	57	28	problem	problem	NOUN
cet-15074	57	29	given	give	VERB
cet-15074	57	30	the	the	DET
cet-15074	57	31	corresponding	correspond	VERB
cet-15074	57	32	parameters	parameter	NOUN
cet-15074	57	33	within	within	ADP
cet-15074	57	34	a	a	DET
cet-15074	57	35	specified	specified	ADJ
cet-15074	57	36	interval	interval	NOUN
cet-15074	57	37	.	.	PUNCT
cet-15074	58	1	all	all	DET
cet-15074	58	2	this	this	PRON
cet-15074	58	3	can	can	AUX
cet-15074	58	4	increase	increase	VERB
cet-15074	58	5	efficiency	efficiency	NOUN
cet-15074	58	6	in	in	ADP
cet-15074	58	7	terms	term	NOUN
cet-15074	58	8	of	of	ADP
cet-15074	58	9	time	time	NOUN
cet-15074	58	10	and	and	CCONJ
cet-15074	58	11	costs	cost	NOUN
cet-15074	58	12	,	,	PUNCT
cet-15074	58	13	as	as	ADV
cet-15074	58	14	well	well	ADV
cet-15074	58	15	as	as	ADP
cet-15074	58	16	sustainability	sustainability	NOUN
cet-15074	58	17	in	in	ADP
cet-15074	58	18	the	the	DET
cet-15074	58	19	field	field	NOUN
cet-15074	58	20	of	of	ADP
cet-15074	58	21	logistics	logistic	NOUN
cet-15074	58	22	.	.	PUNCT
cet-15074	59	1	3	3	X
cet-15074	59	2	.	.	X
cet-15074	59	3	traveling	travel	VERB
cet-15074	59	4	salesman	salesman	NOUN
cet-15074	59	5	problem	problem	VERB
cet-15074	59	6	the	the	DET
cet-15074	59	7	traveling	travel	VERB
cet-15074	59	8	salesman	salesman	ADJ
cet-15074	59	9	problem	problem	NOUN
cet-15074	59	10	is	be	AUX
cet-15074	59	11	a	a	DET
cet-15074	59	12	much	much	ADV
cet-15074	59	13	-	-	PUNCT
cet-15074	59	14	researched	research	VERB
cet-15074	59	15	and	and	CCONJ
cet-15074	60	1	one	one	NUM
cet-15074	60	2	of	of	ADP
cet-15074	60	3	the	the	DET
cet-15074	60	4	best	well	ADV
cet-15074	60	5	-	-	PUNCT
cet-15074	60	6	known	know	VERB
cet-15074	60	7	combinatorial	combinatorial	NOUN
cet-15074	60	8	,	,	PUNCT
cet-15074	60	9	np	np	NOUN
cet-15074	60	10	-	-	PUNCT
cet-15074	60	11	hard	hard	ADJ
cet-15074	60	12	optimisation	optimisation	NOUN
cet-15074	60	13	problems	problem	NOUN
cet-15074	60	14	due	due	ADJ
cet-15074	60	15	to	to	ADP
cet-15074	60	16	its	its	PRON
cet-15074	60	17	wide	wide	ADJ
cet-15074	60	18	range	range	NOUN
cet-15074	60	19	of	of	ADP
cet-15074	60	20	applications	application	NOUN
cet-15074	60	21	.	.	PUNCT
cet-15074	61	1	tsp	tsp	NOUN
cet-15074	61	2	can	can	AUX
cet-15074	61	3	be	be	AUX
cet-15074	61	4	formulated	formulate	VERB
cet-15074	61	5	simply	simply	ADV
cet-15074	61	6	as	as	SCONJ
cet-15074	61	7	follows	follow	VERB
cet-15074	61	8	:	:	PUNCT
cet-15074	61	9	given	give	VERB
cet-15074	61	10	a	a	DET
cet-15074	61	11	set	set	NOUN
cet-15074	61	12	of	of	ADP
cet-15074	61	13	cities	city	NOUN
cet-15074	61	14	and	and	CCONJ
cet-15074	61	15	the	the	DET
cet-15074	61	16	known	know	VERB
cet-15074	61	17	travel	travel	NOUN
cet-15074	61	18	cost	cost	NOUN
cet-15074	61	19	,	,	PUNCT
cet-15074	61	20	which	which	PRON
cet-15074	61	21	can	can	AUX
cet-15074	61	22	be	be	AUX
cet-15074	61	23	,	,	PUNCT
cet-15074	61	24	for	for	ADP
cet-15074	61	25	example	example	NOUN
cet-15074	61	26	,	,	PUNCT
cet-15074	61	27	distance	distance	NOUN
cet-15074	61	28	,	,	PUNCT
cet-15074	61	29	time	time	NOUN
cet-15074	61	30	,	,	PUNCT
cet-15074	61	31	money	money	NOUN
cet-15074	61	32	,	,	PUNCT
cet-15074	61	33	etc	etc	X
cet-15074	61	34	.	.	X
cet-15074	61	35	,	,	PUNCT
cet-15074	61	36	between	between	ADP
cet-15074	61	37	each	each	DET
cet-15074	61	38	pair	pair	NOUN
cet-15074	61	39	of	of	ADP
cet-15074	61	40	cities	city	NOUN
cet-15074	61	41	.	.	PUNCT
cet-15074	62	1	the	the	DET
cet-15074	62	2	task	task	NOUN
cet-15074	62	3	of	of	ADP
cet-15074	62	4	the	the	DET
cet-15074	62	5	agent	agent	NOUN
cet-15074	62	6	is	be	AUX
cet-15074	62	7	to	to	PART
cet-15074	62	8	visit	visit	VERB
cet-15074	62	9	each	each	DET
cet-15074	62	10	city	city	NOUN
cet-15074	62	11	exactly	exactly	ADV
cet-15074	62	12	once	once	ADV
cet-15074	62	13	and	and	CCONJ
cet-15074	62	14	return	return	VERB
cet-15074	62	15	to	to	ADP
cet-15074	62	16	the	the	DET
cet-15074	62	17	starting	starting	NOUN
cet-15074	62	18	point	point	NOUN
cet-15074	62	19	.	.	PUNCT
cet-15074	63	1	for	for	ADP
cet-15074	63	2	this	this	PRON
cet-15074	63	3	,	,	PUNCT
cet-15074	63	4	it	it	PRON
cet-15074	63	5	is	be	AUX
cet-15074	63	6	necessary	necessary	ADJ
cet-15074	63	7	to	to	PART
cet-15074	63	8	find	find	VERB
cet-15074	63	9	the	the	DET
cet-15074	63	10	best	good	ADJ
cet-15074	63	11	solution	solution	NOUN
cet-15074	63	12	,	,	PUNCT
cet-15074	63	13	which	which	PRON
cet-15074	63	14	is	be	AUX
cet-15074	63	15	to	to	PART
cet-15074	63	16	minimise	minimise	VERB
cet-15074	63	17	travel	travel	NOUN
cet-15074	63	18	costs	cost	NOUN
cet-15074	63	19	.	.	PUNCT
cet-15074	64	1	the	the	DET
cet-15074	64	2	challenge	challenge	NOUN
cet-15074	64	3	of	of	ADP
cet-15074	64	4	this	this	DET
cet-15074	64	5	task	task	NOUN
cet-15074	64	6	is	be	AUX
cet-15074	64	7	to	to	PART
cet-15074	64	8	arrange	arrange	VERB
cet-15074	64	9	the	the	DET
cet-15074	64	10	cities	city	NOUN
cet-15074	64	11	in	in	ADP
cet-15074	64	12	the	the	DET
cet-15074	64	13	best	good	ADJ
cet-15074	64	14	possible	possible	ADJ
cet-15074	64	15	order	order	NOUN
cet-15074	64	16	(	(	PUNCT
cet-15074	64	17	jati	jati	NOUN
cet-15074	64	18	et	et	PROPN
cet-15074	64	19	al	al	PROPN
cet-15074	64	20	.	.	PROPN
cet-15074	64	21	,	,	PUNCT
cet-15074	64	22	2023	2023	NUM
cet-15074	64	23	)	)	PUNCT
cet-15074	64	24	.	.	PUNCT
cet-15074	65	1	there	there	PRON
cet-15074	65	2	are	be	VERB
cet-15074	65	3	countless	countless	ADJ
cet-15074	65	4	methods	method	NOUN
cet-15074	65	5	for	for	ADP
cet-15074	65	6	solving	solve	VERB
cet-15074	65	7	tsp	tsp	NOUN
cet-15074	65	8	(	(	PUNCT
cet-15074	65	9	matai	matai	PROPN
cet-15074	65	10	et	et	PROPN
cet-15074	65	11	al	al	PROPN
cet-15074	65	12	.	.	PROPN
cet-15074	65	13	,	,	PUNCT
cet-15074	65	14	2010	2010	NUM
cet-15074	65	15	)	)	PUNCT
cet-15074	65	16	.	.	PUNCT
cet-15074	66	1	one	one	NUM
cet-15074	66	2	of	of	ADP
cet-15074	66	3	the	the	DET
cet-15074	66	4	simplest	simple	ADJ
cet-15074	66	5	deterministic	deterministic	ADJ
cet-15074	66	6	solutions	solution	NOUN
cet-15074	66	7	is	be	AUX
cet-15074	66	8	a	a	DET
cet-15074	66	9	brute	brute	ADJ
cet-15074	66	10	-	-	PUNCT
cet-15074	66	11	force	force	NOUN
cet-15074	66	12	search	search	NOUN
cet-15074	66	13	,	,	PUNCT
cet-15074	66	14	which	which	PRON
cet-15074	66	15	explores	explore	VERB
cet-15074	66	16	all	all	DET
cet-15074	66	17	possible	possible	ADJ
cet-15074	66	18	permutations	permutation	NOUN
cet-15074	66	19	of	of	ADP
cet-15074	66	20	cities	city	NOUN
cet-15074	66	21	and	and	CCONJ
cet-15074	66	22	calculates	calculate	VERB
cet-15074	66	23	the	the	DET
cet-15074	66	24	total	total	ADJ
cet-15074	66	25	distance	distance	NOUN
cet-15074	66	26	of	of	ADP
cet-15074	66	27	each	each	DET
cet-15074	66	28	permutation	permutation	NOUN
cet-15074	66	29	.	.	PUNCT
cet-15074	67	1	the	the	DET
cet-15074	67	2	goal	goal	NOUN
cet-15074	67	3	is	be	AUX
cet-15074	67	4	to	to	PART
cet-15074	67	5	find	find	VERB
cet-15074	67	6	the	the	DET
cet-15074	67	7	permutation	permutation	NOUN
cet-15074	67	8	that	that	PRON
cet-15074	67	9	results	result	VERB
cet-15074	67	10	in	in	ADP
cet-15074	67	11	the	the	DET
cet-15074	67	12	minimum	minimum	ADJ
cet-15074	67	13	total	total	ADJ
cet-15074	67	14	distance	distance	NOUN
cet-15074	67	15	or	or	CCONJ
cet-15074	67	16	least	least	ADJ
cet-15074	67	17	cost	cost	NOUN
cet-15074	67	18	(	(	PUNCT
cet-15074	67	19	optimal	optimal	ADJ
cet-15074	67	20	tour	tour	NOUN
cet-15074	67	21	)	)	PUNCT
cet-15074	67	22	.	.	PUNCT
cet-15074	68	1	other	other	ADJ
cet-15074	68	2	possible	possible	ADJ
cet-15074	68	3	exact	exact	ADJ
cet-15074	68	4	solution	solution	NOUN
cet-15074	68	5	algorithms	algorithm	NOUN
cet-15074	68	6	that	that	PRON
cet-15074	68	7	can	can	AUX
cet-15074	68	8	solve	solve	VERB
cet-15074	68	9	a	a	DET
cet-15074	68	10	simple	simple	ADJ
cet-15074	68	11	tsp	tsp	NOUN
cet-15074	68	12	are	be	AUX
cet-15074	68	13	the	the	DET
cet-15074	68	14	bellman	bellman	NOUN
cet-15074	68	15	–	–	PUNCT
cet-15074	68	16	held	held	ADJ
cet-15074	68	17	–	–	PUNCT
cet-15074	68	18	karp	karp	NOUN
cet-15074	68	19	algorithm	algorithm	NOUN
cet-15074	68	20	,	,	PUNCT
cet-15074	68	21	branch	branch	NOUN
cet-15074	68	22	-	-	PUNCT
cet-15074	68	23	and	and	CCONJ
cet-15074	68	24	-	-	PUNCT
cet-15074	68	25	bound	bind	VERB
cet-15074	68	26	,	,	PUNCT
cet-15074	68	27	branch	branch	NOUN
cet-15074	68	28	and	and	CCONJ
cet-15074	68	29	cut	cut	NOUN
cet-15074	68	30	,	,	PUNCT
cet-15074	68	31	etc	etc	X
cet-15074	68	32	.	.	X
cet-15074	69	1	these	these	DET
cet-15074	69	2	methods	method	NOUN
cet-15074	69	3	can	can	AUX
cet-15074	69	4	be	be	AUX
cet-15074	69	5	used	use	VERB
cet-15074	69	6	properly	properly	ADV
cet-15074	69	7	for	for	ADP
cet-15074	69	8	small	small	ADJ
cet-15074	69	9	-	-	PUNCT
cet-15074	69	10	scale	scale	NOUN
cet-15074	69	11	problems	problem	NOUN
cet-15074	69	12	since	since	SCONJ
cet-15074	69	13	the	the	DET
cet-15074	69	14	calculation	calculation	NOUN
cet-15074	69	15	time	time	NOUN
cet-15074	69	16	would	would	AUX
cet-15074	69	17	not	not	PART
cet-15074	69	18	be	be	AUX
cet-15074	69	19	acceptable	acceptable	ADJ
cet-15074	69	20	for	for	ADP
cet-15074	69	21	a	a	DET
cet-15074	69	22	large	large	ADJ
cet-15074	69	23	-	-	PUNCT
cet-15074	69	24	scale	scale	NOUN
cet-15074	69	25	problem	problem	NOUN
cet-15074	69	26	instance	instance	NOUN
cet-15074	69	27	.	.	PUNCT
cet-15074	70	1	"	"	PUNCT
cet-15074	70	2	researchers	researcher	NOUN
cet-15074	70	3	have	have	AUX
cet-15074	70	4	already	already	ADV
cet-15074	70	5	demonstrated	demonstrate	VERB
cet-15074	70	6	that	that	SCONJ
cet-15074	70	7	there	there	PRON
cet-15074	70	8	is	be	VERB
cet-15074	70	9	currently	currently	ADV
cet-15074	70	10	no	no	DET
cet-15074	70	11	scheme	scheme	NOUN
cet-15074	70	12	or	or	CCONJ
cet-15074	70	13	algorithm	algorithm	NOUN
cet-15074	70	14	for	for	ADP
cet-15074	70	15	finding	find	VERB
cet-15074	70	16	an	an	DET
cet-15074	70	17	exact	exact	ADJ
cet-15074	70	18	solution	solution	NOUN
cet-15074	70	19	in	in	ADP
cet-15074	70	20	polynomial	polynomial	ADJ
cet-15074	70	21	time	time	NOUN
cet-15074	70	22	.	.	PUNCT
cet-15074	70	23	"	"	PUNCT
cet-15074	71	1	(	(	PUNCT
cet-15074	71	2	jati	jati	NOUN
cet-15074	71	3	et	et	PROPN
cet-15074	71	4	al	al	PROPN
cet-15074	71	5	.	.	PROPN
cet-15074	71	6	,	,	PUNCT
cet-15074	71	7	2023	2023	NUM
cet-15074	71	8	)	)	PUNCT
cet-15074	71	9	.	.	PUNCT
cet-15074	72	1	due	due	ADP
cet-15074	72	2	to	to	ADP
cet-15074	72	3	the	the	DET
cet-15074	72	4	np	np	NOUN
cet-15074	72	5	-	-	PUNCT
cet-15074	72	6	hard	hard	ADJ
cet-15074	72	7	complexity	complexity	NOUN
cet-15074	72	8	of	of	ADP
cet-15074	72	9	the	the	DET
cet-15074	72	10	tsp	tsp	NOUN
cet-15074	72	11	,	,	PUNCT
cet-15074	72	12	heuristic	heuristic	ADJ
cet-15074	72	13	and	and	CCONJ
cet-15074	72	14	metaheuristic	metaheuristic	ADJ
cet-15074	72	15	algorithms	algorithm	NOUN
cet-15074	72	16	are	be	AUX
cet-15074	72	17	able	able	ADJ
cet-15074	72	18	to	to	PART
cet-15074	72	19	find	find	VERB
cet-15074	72	20	a	a	DET
cet-15074	72	21	satisfactory	satisfactory	ADJ
cet-15074	72	22	,	,	PUNCT
cet-15074	72	23	high	high	ADJ
cet-15074	72	24	-	-	PUNCT
cet-15074	72	25	quality	quality	NOUN
cet-15074	72	26	or	or	CCONJ
cet-15074	72	27	near	near	ADV
cet-15074	72	28	-	-	PUNCT
cet-15074	72	29	optimal	optimal	ADJ
cet-15074	72	30	solution	solution	NOUN
cet-15074	72	31	within	within	ADP
cet-15074	72	32	an	an	DET
cet-15074	72	33	acceptable	acceptable	ADJ
cet-15074	72	34	computation	computation	NOUN
cet-15074	72	35	time	time	NOUN
cet-15074	72	36	.	.	PUNCT
cet-15074	73	1	tsp	tsp	NOUN
cet-15074	73	2	has	have	AUX
cet-15074	73	3	already	already	ADV
cet-15074	73	4	been	be	AUX
cet-15074	73	5	solved	solve	VERB
cet-15074	73	6	with	with	ADP
cet-15074	73	7	a	a	DET
cet-15074	73	8	lot	lot	NOUN
cet-15074	73	9	of	of	ADP
cet-15074	73	10	metaheuristics	metaheuristic	NOUN
cet-15074	73	11	,	,	PUNCT
cet-15074	73	12	the	the	DET
cet-15074	73	13	following	follow	VERB
cet-15074	73	14	list	list	NOUN
cet-15074	73	15	without	without	ADP
cet-15074	73	16	claiming	claim	VERB
cet-15074	73	17	to	to	PART
cet-15074	73	18	be	be	AUX
cet-15074	73	19	complete	complete	ADJ
cet-15074	73	20	contains	contain	VERB
cet-15074	73	21	them	they	PRON
cet-15074	73	22	:	:	PUNCT
cet-15074	73	23	african	african	PROPN
cet-15074	73	24	buffalo	buffalo	PROPN
cet-15074	73	25	optimization	optimization	NOUN
cet-15074	73	26	,	,	PUNCT
cet-15074	73	27	ant	ant	ADJ
cet-15074	73	28	colony	colony	NOUN
cet-15074	73	29	optimization	optimization	NOUN
cet-15074	73	30	,	,	PUNCT
cet-15074	73	31	artificial	artificial	ADJ
cet-15074	73	32	bee	bee	NOUN
cet-15074	73	33	colony	colony	NOUN
cet-15074	73	34	algorithm	algorithm	NOUN
cet-15074	73	35	,	,	PUNCT
cet-15074	73	36	artificial	artificial	ADJ
cet-15074	73	37	ecosystem	ecosystem	NOUN
cet-15074	73	38	algorithm	algorithm	NOUN
cet-15074	73	39	,	,	PUNCT
cet-15074	73	40	bean	bean	NOUN
cet-15074	73	41	optimization	optimization	NOUN
cet-15074	73	42	algorithm	algorithm	NOUN
cet-15074	73	43	,	,	PUNCT
cet-15074	73	44	bumble	bumble	ADJ
cet-15074	73	45	bees	bee	NOUN
cet-15074	73	46	mating	mate	VERB
cet-15074	73	47	optimization	optimization	NOUN
cet-15074	73	48	,	,	PUNCT
cet-15074	73	49	chicken	chicken	NOUN
cet-15074	73	50	swarm	swarm	NOUN
cet-15074	73	51	optimization	optimization	NOUN
cet-15074	73	52	,	,	PUNCT
cet-15074	73	53	clonal	clonal	ADJ
cet-15074	73	54	selection	selection	NOUN
cet-15074	73	55	algorithm	algorithm	NOUN
cet-15074	73	56	,	,	PUNCT
cet-15074	73	57	consultant	consultant	NOUN
cet-15074	73	58	-	-	PUNCT
cet-15074	73	59	guided	guide	VERB
cet-15074	73	60	search	search	NOUN
cet-15074	73	61	,	,	PUNCT
cet-15074	73	62	crystal	crystal	NOUN
cet-15074	73	63	energy	energy	NOUN
cet-15074	73	64	optimization	optimization	NOUN
cet-15074	73	65	algorithm	algorithm	NOUN
cet-15074	73	66	,	,	PUNCT
cet-15074	73	67	discrete	discrete	VERB
cet-15074	73	68	bacterial	bacterial	ADJ
cet-15074	73	69	memetic	memetic	ADJ
cet-15074	73	70	evolutionary	evolutionary	ADJ
cet-15074	73	71	algorithm	algorithm	NOUN
cet-15074	73	72	,	,	PUNCT
cet-15074	73	73	egyptian	egyptian	ADJ
cet-15074	73	74	vulture	vulture	NOUN
cet-15074	73	75	optimization	optimization	NOUN
cet-15074	73	76	,	,	PUNCT
cet-15074	73	77	elephant	elephant	NOUN
cet-15074	73	78	search	search	NOUN
cet-15074	73	79	algorithm	algorithm	NOUN
cet-15074	73	80	,	,	PUNCT
cet-15074	73	81	firefly	firefly	NOUN
cet-15074	73	82	algorithm	algorithm	NOUN
cet-15074	73	83	,	,	PUNCT
cet-15074	73	84	fish	fish	NOUN
cet-15074	73	85	swarm	swarm	NOUN
cet-15074	73	86	algorithm	algorithm	NOUN
cet-15074	73	87	,	,	PUNCT
cet-15074	73	88	genetic	genetic	ADJ
cet-15074	73	89	algorithm	algorithm	NOUN
cet-15074	73	90	,	,	PUNCT
cet-15074	73	91	golden	golden	ADJ
cet-15074	73	92	ball	ball	NOUN
cet-15074	73	93	,	,	PUNCT
cet-15074	73	94	harmony	harmony	NOUN
cet-15074	73	95	search	search	NOUN
cet-15074	73	96	algorithm	algorithm	NOUN
cet-15074	73	97	,	,	PUNCT
cet-15074	73	98	honeybees	honeybee	VERB
cet-15074	73	99	mating	mate	VERB
cet-15074	73	100	optimization	optimization	NOUN
cet-15074	73	101	algorithm	algorithm	NOUN
cet-15074	73	102	,	,	PUNCT
cet-15074	73	103	hunting	hunt	VERB
cet-15074	73	104	search	search	NOUN
cet-15074	73	105	algorithm	algorithm	NOUN
cet-15074	73	106	,	,	PUNCT
cet-15074	73	107	hydrological	hydrological	ADJ
cet-15074	73	108	cycle	cycle	NOUN
cet-15074	73	109	algorithm	algorithm	NOUN
cet-15074	73	110	,	,	PUNCT
cet-15074	73	111	intelligent	intelligent	ADJ
cet-15074	73	112	water	water	NOUN
cet-15074	73	113	drops	drop	VERB
cet-15074	73	114	algorithm	algorithm	NOUN
cet-15074	73	115	,	,	PUNCT
cet-15074	73	116	invasive	invasive	ADJ
cet-15074	73	117	weed	weed	NOUN
cet-15074	73	118	optimization	optimization	NOUN
cet-15074	73	119	,	,	PUNCT
cet-15074	73	120	memetic	memetic	ADJ
cet-15074	73	121	algorithm	algorithm	NOUN
cet-15074	73	122	,	,	PUNCT
cet-15074	73	123	penguins	penguin	VERB
cet-15074	73	124	search	search	NOUN
cet-15074	73	125	optimization	optimization	NOUN
cet-15074	73	126	algorithm	algorithm	NOUN
cet-15074	73	127	,	,	PUNCT
cet-15074	73	128	photosynthetic	photosynthetic	ADJ
cet-15074	73	129	learning	learning	NOUN
cet-15074	73	130	algorithm	algorithm	NOUN
cet-15074	73	131	,	,	PUNCT
cet-15074	73	132	river	river	NOUN
cet-15074	73	133	formation	formation	NOUN
cet-15074	73	134	dynamics	dynamic	NOUN
cet-15074	73	135	,	,	PUNCT
cet-15074	73	136	shuffled	shuffle	VERB
cet-15074	73	137	frog	frog	ADJ
cet-15074	73	138	leaping	leaping	NOUN
cet-15074	73	139	algorithm	algorithm	NOUN
cet-15074	73	140	,	,	PUNCT
cet-15074	73	141	simulated	simulate	VERB
cet-15074	73	142	1011	1011	NUM
cet-15074	73	143	annealing	annealing	NOUN
cet-15074	73	144	,	,	PUNCT
cet-15074	73	145	swallow	swallow	NOUN
cet-15074	73	146	swarm	swarm	NOUN
cet-15074	73	147	optimization	optimization	NOUN
cet-15074	73	148	algorithm	algorithm	NOUN
cet-15074	73	149	,	,	PUNCT
cet-15074	73	150	tabu	tabu	NOUN
cet-15074	73	151	search	search	NOUN
cet-15074	73	152	algorithm	algorithm	NOUN
cet-15074	73	153	,	,	PUNCT
cet-15074	73	154	the	the	DET
cet-15074	73	155	scientific	scientific	ADJ
cet-15074	73	156	algorithms	algorithm	NOUN
cet-15074	73	157	,	,	PUNCT
cet-15074	73	158	variable	variable	ADJ
cet-15074	73	159	neighborhood	neighborhood	NOUN
cet-15074	73	160	descent	descent	NOUN
cet-15074	73	161	algorithm	algorithm	NOUN
cet-15074	73	162	,	,	PUNCT
cet-15074	73	163	water	water	NOUN
cet-15074	73	164	wave	wave	NOUN
cet-15074	73	165	optimization	optimization	NOUN
cet-15074	73	166	,	,	PUNCT
cet-15074	73	167	water	water	NOUN
cet-15074	73	168	-	-	PUNCT
cet-15074	73	169	flow	flow	NOUN
cet-15074	73	170	algorithm	algorithm	NOUN
cet-15074	73	171	(	(	PUNCT
cet-15074	73	172	ezugwu	ezugwu	PROPN
cet-15074	73	173	et	et	PROPN
cet-15074	73	174	al	al	PROPN
cet-15074	73	175	.	.	PROPN
cet-15074	73	176	,	,	PUNCT
cet-15074	73	177	2021	2021	NUM
cet-15074	73	178	and	and	CCONJ
cet-15074	73	179	kóczy	kóczy	PROPN
cet-15074	73	180	et	et	PROPN
cet-15074	73	181	al	al	PROPN
cet-15074	73	182	.	.	PROPN
cet-15074	73	183	,	,	PUNCT
cet-15074	73	184	2018	2018	NUM
cet-15074	73	185	)	)	PUNCT
cet-15074	73	186	.	.	PUNCT
cet-15074	74	1	4	4	X
cet-15074	74	2	.	.	X
cet-15074	74	3	the	the	DET
cet-15074	74	4	importance	importance	NOUN
cet-15074	74	5	of	of	ADP
cet-15074	74	6	parameter	parameter	NOUN
cet-15074	74	7	settings	setting	NOUN
cet-15074	74	8	seeing	see	VERB
cet-15074	74	9	the	the	DET
cet-15074	74	10	metaheuristics	metaheuristic	NOUN
cet-15074	74	11	applied	apply	VERB
cet-15074	74	12	to	to	ADP
cet-15074	74	13	tsp	tsp	NOUN
cet-15074	74	14	,	,	PUNCT
cet-15074	74	15	the	the	DET
cet-15074	74	16	question	question	NOUN
cet-15074	74	17	may	may	AUX
cet-15074	74	18	arise	arise	VERB
cet-15074	74	19	:	:	PUNCT
cet-15074	74	20	which	which	PRON
cet-15074	74	21	is	be	AUX
cet-15074	74	22	the	the	DET
cet-15074	74	23	best	good	ADJ
cet-15074	74	24	and	and	CCONJ
cet-15074	74	25	most	most	ADV
cet-15074	74	26	efficient	efficient	ADJ
cet-15074	74	27	method	method	NOUN
cet-15074	74	28	?	?	PUNCT
cet-15074	75	1	if	if	SCONJ
cet-15074	75	2	an	an	DET
cet-15074	75	3	algorithm	algorithm	NOUN
cet-15074	75	4	has	have	AUX
cet-15074	75	5	already	already	ADV
cet-15074	75	6	successfully	successfully	ADV
cet-15074	75	7	solved	solve	VERB
cet-15074	75	8	a	a	DET
cet-15074	75	9	tsp	tsp	NOUN
cet-15074	75	10	,	,	PUNCT
cet-15074	75	11	then	then	ADV
cet-15074	75	12	what	what	PRON
cet-15074	75	13	was	be	AUX
cet-15074	75	14	the	the	DET
cet-15074	75	15	purpose	purpose	NOUN
cet-15074	75	16	of	of	ADP
cet-15074	75	17	using	use	VERB
cet-15074	75	18	other	other	ADJ
cet-15074	75	19	algorithms	algorithm	NOUN
cet-15074	75	20	?	?	PUNCT
cet-15074	76	1	there	there	PRON
cet-15074	76	2	is	be	VERB
cet-15074	76	3	no	no	DET
cet-15074	76	4	study	study	NOUN
cet-15074	76	5	that	that	PRON
cet-15074	76	6	compares	compare	VERB
cet-15074	76	7	these	these	DET
cet-15074	76	8	results	result	NOUN
cet-15074	76	9	,	,	PUNCT
cet-15074	76	10	highlighting	highlight	VERB
cet-15074	76	11	the	the	DET
cet-15074	76	12	problem	problem	NOUN
cet-15074	76	13	formulation	formulation	NOUN
cet-15074	76	14	and	and	CCONJ
cet-15074	76	15	the	the	DET
cet-15074	76	16	required	required	ADJ
cet-15074	76	17	parameters	parameter	NOUN
cet-15074	76	18	.	.	PUNCT
cet-15074	77	1	expert	expert	ADJ
cet-15074	77	2	knowledge	knowledge	NOUN
cet-15074	77	3	should	should	AUX
cet-15074	77	4	be	be	AUX
cet-15074	77	5	gathered	gather	VERB
cet-15074	77	6	from	from	ADP
cet-15074	77	7	individual	individual	ADJ
cet-15074	77	8	articles	article	NOUN
cet-15074	77	9	,	,	PUNCT
cet-15074	77	10	which	which	PRON
cet-15074	77	11	can	can	AUX
cet-15074	77	12	explain	explain	VERB
cet-15074	77	13	why	why	SCONJ
cet-15074	77	14	which	which	DET
cet-15074	77	15	method	method	NOUN
cet-15074	77	16	works	work	VERB
cet-15074	77	17	well	well	ADV
cet-15074	77	18	.	.	PUNCT
cet-15074	78	1	however	however	ADV
cet-15074	78	2	,	,	PUNCT
cet-15074	78	3	a	a	DET
cet-15074	78	4	complete	complete	ADJ
cet-15074	78	5	comparison	comparison	NOUN
cet-15074	78	6	is	be	AUX
cet-15074	78	7	almost	almost	ADV
cet-15074	78	8	impossible	impossible	ADJ
cet-15074	78	9	since	since	SCONJ
cet-15074	78	10	the	the	DET
cet-15074	78	11	papers	paper	NOUN
cet-15074	78	12	may	may	AUX
cet-15074	78	13	lack	lack	VERB
cet-15074	78	14	the	the	DET
cet-15074	78	15	data	datum	NOUN
cet-15074	78	16	necessary	necessary	ADJ
cet-15074	78	17	for	for	ADP
cet-15074	78	18	a	a	DET
cet-15074	78	19	complete	complete	ADJ
cet-15074	78	20	analysis	analysis	NOUN
cet-15074	78	21	.	.	PUNCT
cet-15074	79	1	how	how	SCONJ
cet-15074	79	2	many	many	ADJ
cet-15074	79	3	of	of	ADP
cet-15074	79	4	the	the	DET
cet-15074	79	5	listed	list	VERB
cet-15074	79	6	algorithms	algorithm	NOUN
cet-15074	79	7	were	be	AUX
cet-15074	79	8	/	/	PUNCT
cet-15074	79	9	are	be	AUX
cet-15074	79	10	used	use	VERB
cet-15074	79	11	in	in	ADP
cet-15074	79	12	practice	practice	NOUN
cet-15074	79	13	to	to	PART
cet-15074	79	14	actually	actually	ADV
cet-15074	79	15	solve	solve	VERB
cet-15074	79	16	a	a	DET
cet-15074	79	17	task	task	NOUN
cet-15074	79	18	?	?	PUNCT
cet-15074	80	1	it	it	PRON
cet-15074	80	2	would	would	AUX
cet-15074	80	3	be	be	AUX
cet-15074	80	4	necessary	necessary	ADJ
cet-15074	80	5	to	to	PART
cet-15074	80	6	promote	promote	VERB
cet-15074	80	7	the	the	DET
cet-15074	80	8	more	more	ADV
cet-15074	80	9	frequent	frequent	ADJ
cet-15074	80	10	use	use	NOUN
cet-15074	80	11	of	of	ADP
cet-15074	80	12	metaheuristic	metaheuristic	ADJ
cet-15074	80	13	algorithms	algorithm	NOUN
cet-15074	80	14	in	in	ADP
cet-15074	80	15	industrial	industrial	ADJ
cet-15074	80	16	practice	practice	NOUN
cet-15074	80	17	since	since	SCONJ
cet-15074	80	18	only	only	ADV
cet-15074	80	19	a	a	DET
cet-15074	80	20	small	small	ADJ
cet-15074	80	21	percentage	percentage	NOUN
cet-15074	80	22	of	of	ADP
cet-15074	80	23	the	the	DET
cet-15074	80	24	vast	vast	ADJ
cet-15074	80	25	amount	amount	NOUN
cet-15074	80	26	of	of	ADP
cet-15074	80	27	theoretical	theoretical	ADJ
cet-15074	80	28	knowledge	knowledge	NOUN
cet-15074	80	29	and	and	CCONJ
cet-15074	80	30	scientific	scientific	ADJ
cet-15074	80	31	material	material	NOUN
cet-15074	80	32	appears	appear	VERB
cet-15074	80	33	in	in	ADP
cet-15074	80	34	real	real	ADJ
cet-15074	80	35	use	use	NOUN
cet-15074	80	36	.	.	PUNCT
cet-15074	81	1	below	below	ADV
cet-15074	81	2	,	,	PUNCT
cet-15074	81	3	the	the	DET
cet-15074	81	4	authors	author	NOUN
cet-15074	81	5	examine	examine	VERB
cet-15074	81	6	the	the	DET
cet-15074	81	7	extent	extent	NOUN
cet-15074	81	8	to	to	PART
cet-15074	81	9	which	which	PRON
cet-15074	81	10	scientific	scientific	ADJ
cet-15074	81	11	papers	paper	NOUN
cet-15074	81	12	and	and	CCONJ
cet-15074	81	13	pseudocode	pseudocode	NOUN
cet-15074	81	14	of	of	ADP
cet-15074	81	15	an	an	DET
cet-15074	81	16	algorithm	algorithm	NOUN
cet-15074	81	17	can	can	AUX
cet-15074	81	18	help	help	VERB
cet-15074	81	19	on	on	ADP
cet-15074	81	20	the	the	DET
cet-15074	81	21	practical	practical	ADJ
cet-15074	81	22	side	side	NOUN
cet-15074	81	23	.	.	PUNCT
cet-15074	82	1	a	a	DET
cet-15074	82	2	symmetric	symmetric	ADJ
cet-15074	82	3	tsp	tsp	NOUN
cet-15074	82	4	(	(	PUNCT
cet-15074	82	5	the	the	DET
cet-15074	82	6	distance	distance	NOUN
cet-15074	82	7	between	between	ADP
cet-15074	82	8	two	two	NUM
cet-15074	82	9	cities	city	NOUN
cet-15074	82	10	is	be	AUX
cet-15074	82	11	the	the	DET
cet-15074	82	12	same	same	ADJ
cet-15074	82	13	in	in	ADP
cet-15074	82	14	both	both	DET
cet-15074	82	15	directions	direction	NOUN
cet-15074	82	16	)	)	PUNCT
cet-15074	82	17	was	be	AUX
cet-15074	82	18	chosen	choose	VERB
cet-15074	82	19	as	as	ADP
cet-15074	82	20	a	a	DET
cet-15074	82	21	test	test	NOUN
cet-15074	82	22	task	task	NOUN
cet-15074	82	23	,	,	PUNCT
cet-15074	82	24	and	and	CCONJ
cet-15074	82	25	ant	ant	ADJ
cet-15074	82	26	colony	colony	NOUN
cet-15074	82	27	optimization	optimization	NOUN
cet-15074	82	28	(	(	PUNCT
cet-15074	82	29	aco	aco	PROPN
cet-15074	82	30	)	)	PUNCT
cet-15074	82	31	was	be	AUX
cet-15074	82	32	chosen	choose	VERB
cet-15074	82	33	as	as	ADP
cet-15074	82	34	a	a	DET
cet-15074	82	35	metaheuristic	metaheuristic	NOUN
cet-15074	82	36	.	.	PUNCT
cet-15074	83	1	first	first	ADV
cet-15074	83	2	,	,	PUNCT
cet-15074	83	3	it	it	PRON
cet-15074	83	4	was	be	AUX
cet-15074	83	5	examined	examine	VERB
cet-15074	83	6	whether	whether	SCONJ
cet-15074	83	7	a	a	DET
cet-15074	83	8	program	program	NOUN
cet-15074	83	9	could	could	AUX
cet-15074	83	10	be	be	AUX
cet-15074	83	11	created	create	VERB
cet-15074	83	12	by	by	ADP
cet-15074	83	13	taking	take	VERB
cet-15074	83	14	into	into	ADP
cet-15074	83	15	account	account	NOUN
cet-15074	83	16	the	the	DET
cet-15074	83	17	aco	aco	PROPN
cet-15074	83	18	pseudocode	pseudocode	PROPN
cet-15074	83	19	and	and	CCONJ
cet-15074	83	20	its	its	PRON
cet-15074	83	21	most	most	ADV
cet-15074	83	22	important	important	ADJ
cet-15074	83	23	metaheuristic	metaheuristic	ADJ
cet-15074	83	24	properties	property	NOUN
cet-15074	83	25	,	,	PUNCT
cet-15074	83	26	and	and	CCONJ
cet-15074	83	27	then	then	ADV
cet-15074	83	28	it	it	PRON
cet-15074	83	29	was	be	AUX
cet-15074	83	30	tested	test	VERB
cet-15074	83	31	on	on	ADP
cet-15074	83	32	a	a	DET
cet-15074	83	33	specific	specific	ADJ
cet-15074	83	34	tsp	tsp	NOUN
cet-15074	83	35	task	task	NOUN
cet-15074	83	36	with	with	ADP
cet-15074	83	37	the	the	DET
cet-15074	83	38	objective	objective	ADJ
cet-15074	83	39	function	function	NOUN
cet-15074	83	40	eq(1	eq(1	NOUN
cet-15074	83	41	)	)	PUNCT
cet-15074	83	42	.	.	PUNCT
cet-15074	84	1	to	to	PART
cet-15074	84	2	determine	determine	VERB
cet-15074	84	3	whether	whether	SCONJ
cet-15074	84	4	the	the	DET
cet-15074	84	5	algorithm	algorithm	NOUN
cet-15074	84	6	works	work	VERB
cet-15074	84	7	properly	properly	ADV
cet-15074	84	8	,	,	PUNCT
cet-15074	84	9	the	the	DET
cet-15074	84	10	tasks	task	NOUN
cet-15074	84	11	were	be	AUX
cet-15074	84	12	solved	solve	VERB
cet-15074	84	13	using	use	VERB
cet-15074	84	14	the	the	DET
cet-15074	84	15	exact	exact	ADJ
cet-15074	84	16	method	method	NOUN
cet-15074	84	17	that	that	PRON
cet-15074	84	18	provides	provide	VERB
cet-15074	84	19	accurate	accurate	ADJ
cet-15074	84	20	results	result	NOUN
cet-15074	84	21	and	and	CCONJ
cet-15074	84	22	the	the	DET
cet-15074	84	23	aco	aco	PROPN
cet-15074	84	24	algorithm	algorithm	PROPN
cet-15074	84	25	.	.	PUNCT
cet-15074	85	1	the	the	DET
cet-15074	85	2	logic	logic	NOUN
cet-15074	85	3	of	of	ADP
cet-15074	85	4	the	the	DET
cet-15074	85	5	exact	exact	ADJ
cet-15074	85	6	method	method	NOUN
cet-15074	85	7	is	be	AUX
cet-15074	85	8	to	to	PART
cet-15074	85	9	find	find	VERB
cet-15074	85	10	and	and	CCONJ
cet-15074	85	11	explore	explore	VERB
cet-15074	85	12	all	all	DET
cet-15074	85	13	possible	possible	ADJ
cet-15074	85	14	permutations	permutation	NOUN
cet-15074	85	15	of	of	ADP
cet-15074	85	16	cities	city	NOUN
cet-15074	85	17	and	and	CCONJ
cet-15074	85	18	calculate	calculate	VERB
cet-15074	85	19	the	the	DET
cet-15074	85	20	total	total	ADJ
cet-15074	85	21	distance	distance	NOUN
cet-15074	85	22	of	of	ADP
cet-15074	85	23	each	each	DET
cet-15074	85	24	permutation	permutation	NOUN
cet-15074	85	25	.	.	PUNCT
cet-15074	86	1	goal	goal	NOUN
cet-15074	86	2	:	:	PUNCT
cet-15074	86	3	find	find	VERB
cet-15074	86	4	the	the	DET
cet-15074	86	5	permutation	permutation	NOUN
cet-15074	86	6	that	that	PRON
cet-15074	86	7	results	result	VERB
cet-15074	86	8	in	in	ADP
cet-15074	86	9	the	the	DET
cet-15074	86	10	minimum	minimum	ADJ
cet-15074	86	11	total	total	ADJ
cet-15074	86	12	distance	distance	NOUN
cet-15074	86	13	.	.	PUNCT
cet-15074	87	1	for	for	ADP
cet-15074	87	2	comprehensive	comprehensive	ADJ
cet-15074	87	3	proof	proof	NOUN
cet-15074	87	4	,	,	PUNCT
cet-15074	87	5	the	the	DET
cet-15074	87	6	study	study	NOUN
cet-15074	87	7	covers	cover	VERB
cet-15074	87	8	small	small	ADJ
cet-15074	87	9	,	,	PUNCT
cet-15074	87	10	medium	medium	ADJ
cet-15074	87	11	,	,	PUNCT
cet-15074	87	12	and	and	CCONJ
cet-15074	87	13	large	large	ADJ
cet-15074	87	14	numbers	number	NOUN
cet-15074	87	15	of	of	ADP
cet-15074	87	16	problems	problem	NOUN
cet-15074	87	17	.	.	PUNCT
cet-15074	88	1	according	accord	VERB
cet-15074	88	2	to	to	ADP
cet-15074	88	3	the	the	DET
cet-15074	88	4	authors	author	NOUN
cet-15074	88	5	'	'	PART
cet-15074	88	6	hypothesis	hypothesis	NOUN
cet-15074	88	7	,	,	PUNCT
cet-15074	88	8	if	if	SCONJ
cet-15074	88	9	the	the	DET
cet-15074	88	10	metaheuristic	metaheuristic	ADJ
cet-15074	88	11	approach	approach	NOUN
cet-15074	88	12	works	work	VERB
cet-15074	88	13	properly	properly	ADV
cet-15074	88	14	,	,	PUNCT
cet-15074	88	15	then	then	ADV
cet-15074	88	16	only	only	ADV
cet-15074	88	17	it	it	PRON
cet-15074	88	18	will	will	AUX
cet-15074	88	19	be	be	AUX
cet-15074	88	20	able	able	ADJ
cet-15074	88	21	to	to	PART
cet-15074	88	22	provide	provide	VERB
cet-15074	88	23	results	result	NOUN
cet-15074	88	24	in	in	ADP
cet-15074	88	25	the	the	DET
cet-15074	88	26	case	case	NOUN
cet-15074	88	27	of	of	ADP
cet-15074	88	28	a	a	DET
cet-15074	88	29	large	large	ADJ
cet-15074	88	30	problem	problem	NOUN
cet-15074	88	31	instance	instance	NOUN
cet-15074	88	32	.	.	PUNCT
cet-15074	89	1	in	in	ADP
cet-15074	89	2	all	all	DET
cet-15074	89	3	cases	case	NOUN
cet-15074	89	4	,	,	PUNCT
cet-15074	89	5	the	the	DET
cet-15074	89	6	possible	possible	ADJ
cet-15074	89	7	solutions	solution	NOUN
cet-15074	89	8	were	be	AUX
cet-15074	89	9	examined	examine	VERB
cet-15074	89	10	using	use	VERB
cet-15074	89	11	an	an	DET
cet-15074	89	12	exact	exact	ADJ
cet-15074	89	13	solution	solution	NOUN
cet-15074	89	14	method	method	NOUN
cet-15074	89	15	and	and	CCONJ
cet-15074	89	16	the	the	DET
cet-15074	89	17	aco	aco	PROPN
cet-15074	89	18	metaheuristic	metaheuristic	PROPN
cet-15074	89	19	approach	approach	NOUN
cet-15074	89	20	(	(	PUNCT
cet-15074	89	21	called	call	VERB
cet-15074	89	22	aco	aco	PROPN
cet-15074	89	23	in	in	ADP
cet-15074	89	24	the	the	DET
cet-15074	89	25	tables	table	NOUN
cet-15074	89	26	)	)	PUNCT
cet-15074	89	27	.	.	PUNCT
cet-15074	90	1	the	the	DET
cet-15074	90	2	program	program	NOUN
cet-15074	90	3	codes	code	NOUN
cet-15074	90	4	were	be	AUX
cet-15074	90	5	run	run	VERB
cet-15074	90	6	in	in	ADP
cet-15074	90	7	python	python	PROPN
cet-15074	90	8	.	.	PUNCT
cet-15074	91	1	table	table	NOUN
cet-15074	91	2	1	1	NUM
cet-15074	91	3	shows	show	VERB
cet-15074	91	4	which	which	PRON
cet-15074	91	5	of	of	ADP
cet-15074	91	6	the	the	DET
cet-15074	91	7	two	two	NUM
cet-15074	91	8	solution	solution	NOUN
cet-15074	91	9	methods	method	NOUN
cet-15074	91	10	is	be	AUX
cet-15074	91	11	able	able	ADJ
cet-15074	91	12	to	to	PART
cet-15074	91	13	solve	solve	VERB
cet-15074	91	14	the	the	DET
cet-15074	91	15	problem	problem	NOUN
cet-15074	91	16	properly	properly	ADV
cet-15074	91	17	based	base	VERB
cet-15074	91	18	on	on	ADP
cet-15074	91	19	increasing	increase	VERB
cet-15074	91	20	the	the	DET
cet-15074	91	21	number	number	NOUN
cet-15074	91	22	of	of	ADP
cet-15074	91	23	cities	city	NOUN
cet-15074	91	24	(	(	PUNCT
cet-15074	91	25	n	n	CCONJ
cet-15074	91	26	)	)	PUNCT
cet-15074	91	27	,	,	PUNCT
cet-15074	91	28	and	and	CCONJ
cet-15074	91	29	then	then	ADV
cet-15074	91	30	table	table	NOUN
cet-15074	91	31	2	2	NUM
cet-15074	91	32	shows	show	VERB
cet-15074	91	33	the	the	DET
cet-15074	91	34	specific	specific	ADJ
cet-15074	91	35	results	result	NOUN
cet-15074	91	36	.	.	PUNCT
cet-15074	92	1	based	base	VERB
cet-15074	92	2	on	on	ADP
cet-15074	92	3	these	these	PRON
cet-15074	92	4	,	,	PUNCT
cet-15074	92	5	it	it	PRON
cet-15074	92	6	can	can	AUX
cet-15074	92	7	be	be	AUX
cet-15074	92	8	said	say	VERB
cet-15074	92	9	that	that	SCONJ
cet-15074	92	10	the	the	DET
cet-15074	92	11	exact	exact	ADJ
cet-15074	92	12	method	method	NOUN
cet-15074	92	13	could	could	AUX
cet-15074	92	14	no	no	ADV
cet-15074	92	15	longer	long	ADV
cet-15074	92	16	provide	provide	VERB
cet-15074	92	17	results	result	NOUN
cet-15074	92	18	within	within	ADP
cet-15074	92	19	a	a	DET
cet-15074	92	20	foreseeable	foreseeable	ADJ
cet-15074	92	21	time	time	NOUN
cet-15074	92	22	at	at	ADP
cet-15074	92	23	n=50	n=50	ADJ
cet-15074	92	24	but	but	CCONJ
cet-15074	92	25	performed	perform	VERB
cet-15074	92	26	better	well	ADV
cet-15074	92	27	than	than	ADP
cet-15074	92	28	the	the	DET
cet-15074	92	29	metaheuristic	metaheuristic	ADJ
cet-15074	92	30	approach	approach	NOUN
cet-15074	92	31	based	base	VERB
cet-15074	92	32	on	on	ADP
cet-15074	92	33	a	a	DET
cet-15074	92	34	run	run	ADJ
cet-15074	92	35	experiment	experiment	NOUN
cet-15074	92	36	at	at	ADP
cet-15074	92	37	n=10	n=10	PRON
cet-15074	92	38	.	.	PUNCT
cet-15074	93	1	however	however	ADV
cet-15074	93	2	,	,	PUNCT
cet-15074	93	3	this	this	PRON
cet-15074	93	4	does	do	AUX
cet-15074	93	5	not	not	PART
cet-15074	93	6	mean	mean	VERB
cet-15074	93	7	that	that	SCONJ
cet-15074	93	8	a	a	DET
cet-15074	93	9	better	well	ADJ
cet-15074	93	10	result	result	NOUN
cet-15074	93	11	can	can	AUX
cet-15074	93	12	not	not	PART
cet-15074	93	13	be	be	AUX
cet-15074	93	14	achieved	achieve	VERB
cet-15074	93	15	with	with	ADP
cet-15074	93	16	aco	aco	PROPN
cet-15074	93	17	by	by	ADP
cet-15074	93	18	changing	change	VERB
cet-15074	93	19	the	the	DET
cet-15074	93	20	parameters	parameter	NOUN
cet-15074	93	21	.	.	PUNCT
cet-15074	94	1	(	(	PUNCT
cet-15074	94	2	1	1	X
cet-15074	94	3	)	)	PUNCT
cet-15074	94	4	table	table	NOUN
cet-15074	94	5	1	1	NUM
cet-15074	94	6	:	:	PUNCT
cet-15074	94	7	running	run	VERB
cet-15074	94	8	performance	performance	NOUN
cet-15074	94	9	method	method	NOUN
cet-15074	94	10	n=5	n=5	PRON
cet-15074	94	11	n=10	n=10	NOUN
cet-15074	94	12	n=50	n=50	ADJ
cet-15074	94	13	exact	exact	ADJ
cet-15074	94	14	✓	✓	ADJ
cet-15074	94	15	✓	✓	ADJ
cet-15074	94	16	aco	aco	NOUN
cet-15074	94	17	✓	✓	ADJ
cet-15074	94	18	✓	✓	ADJ
cet-15074	94	19	✓	✓	ADJ
cet-15074	94	20	table	table	NOUN
cet-15074	94	21	2	2	NUM
cet-15074	94	22	:	:	PUNCT
cet-15074	94	23	running	run	VERB
cet-15074	94	24	values	value	NOUN
cet-15074	94	25	method	method	VERB
cet-15074	94	26	n=5	n=5	PRON
cet-15074	94	27	n=10	n=10	NOUN
cet-15074	94	28	n=50	n=50	ADJ
cet-15074	94	29	exact	exact	NOUN
cet-15074	94	30	160	160	NUM
cet-15074	94	31	1,050	1,050	NUM
cet-15074	94	32	aco	aco	NOUN
cet-15074	94	33	160	160	NUM
cet-15074	94	34	1,105	1,105	NUM
cet-15074	94	35	3,315	3,315	NUM
cet-15074	94	36	one	one	NUM
cet-15074	94	37	of	of	ADP
cet-15074	94	38	the	the	DET
cet-15074	94	39	characteristics	characteristic	NOUN
cet-15074	94	40	of	of	ADP
cet-15074	94	41	metaheuristic	metaheuristic	ADJ
cet-15074	94	42	algorithms	algorithm	NOUN
cet-15074	94	43	is	be	AUX
cet-15074	94	44	that	that	SCONJ
cet-15074	94	45	it	it	PRON
cet-15074	94	46	is	be	AUX
cet-15074	94	47	necessary	necessary	ADJ
cet-15074	94	48	to	to	PART
cet-15074	94	49	experiment	experiment	VERB
cet-15074	94	50	with	with	ADP
cet-15074	94	51	the	the	DET
cet-15074	94	52	parameter	parameter	NOUN
cet-15074	94	53	settings	setting	NOUN
cet-15074	94	54	to	to	PART
cet-15074	94	55	improve	improve	VERB
cet-15074	94	56	the	the	DET
cet-15074	94	57	results	result	NOUN
cet-15074	94	58	.	.	PUNCT
cet-15074	95	1	the	the	DET
cet-15074	95	2	defining	define	VERB
cet-15074	95	3	and	and	CCONJ
cet-15074	95	4	most	most	ADV
cet-15074	95	5	important	important	ADJ
cet-15074	95	6	parameters	parameter	NOUN
cet-15074	95	7	and	and	CCONJ
cet-15074	95	8	operating	operating	NOUN
cet-15074	95	9	mechanisms	mechanism	NOUN
cet-15074	95	10	of	of	ADP
cet-15074	95	11	aco	aco	PROPN
cet-15074	95	12	are	be	AUX
cet-15074	95	13	as	as	SCONJ
cet-15074	95	14	follows	follow	VERB
cet-15074	95	15	:	:	PUNCT
cet-15074	95	16	the	the	DET
cet-15074	95	17	alpha	alpha	NOUN
cet-15074	95	18	and	and	CCONJ
cet-15074	95	19	beta	beta	NOUN
cet-15074	95	20	constants	constant	NOUN
cet-15074	95	21	allow	allow	VERB
cet-15074	95	22	the	the	DET
cet-15074	95	23	user	user	NOUN
cet-15074	95	24	to	to	PART
cet-15074	95	25	control	control	VERB
cet-15074	95	26	the	the	DET
cet-15074	95	27	relative	relative	ADJ
cet-15074	95	28	importance	importance	NOUN
cet-15074	95	29	of	of	ADP
cet-15074	95	30	a	a	DET
cet-15074	95	31	trail	trail	NOUN
cet-15074	95	32	versus	versus	ADP
cet-15074	95	33	its	its	PRON
cet-15074	95	34	visibility	visibility	NOUN
cet-15074	95	35	(	(	PUNCT
cet-15074	95	36	bavey	bavey	NOUN
cet-15074	95	37	and	and	CCONJ
cet-15074	95	38	kollin	kollin	NOUN
cet-15074	95	39	,	,	PUNCT
cet-15074	95	40	2017	2017	NUM
cet-15074	95	41	)	)	PUNCT
cet-15074	95	42	.	.	PUNCT
cet-15074	96	1	pheromone	pheromone	NOUN
cet-15074	96	2	trails	trail	NOUN
cet-15074	96	3	are	be	AUX
cet-15074	96	4	modified	modify	VERB
cet-15074	96	5	during	during	ADP
cet-15074	96	6	the	the	DET
cet-15074	96	7	run	run	NOUN
cet-15074	96	8	of	of	ADP
cet-15074	96	9	an	an	DET
cet-15074	96	10	aco	aco	PROPN
cet-15074	96	11	algorithm	algorithm	NOUN
cet-15074	96	12	to	to	PART
cet-15074	96	13	bias	bias	VERB
cet-15074	96	14	the	the	DET
cet-15074	96	15	construction	construction	NOUN
cet-15074	96	16	of	of	ADP
cet-15074	96	17	new	new	ADJ
cet-15074	96	18	solutions	solution	NOUN
cet-15074	96	19	.	.	PUNCT
cet-15074	97	1	pheromone	pheromone	NOUN
cet-15074	97	2	updating	updating	NOUN
cet-15074	97	3	usually	usually	ADV
cet-15074	97	4	consists	consist	VERB
cet-15074	97	5	of	of	ADP
cet-15074	97	6	two	two	NUM
cet-15074	97	7	complementary	complementary	ADJ
cet-15074	97	8	steps	step	NOUN
cet-15074	97	9	:	:	PUNCT
cet-15074	97	10	pheromone	pheromone	NOUN
cet-15074	97	11	evaporation	evaporation	NOUN
cet-15074	97	12	and	and	CCONJ
cet-15074	97	13	pheromone	pheromone	NOUN
cet-15074	97	14	deposition	deposition	NOUN
cet-15074	97	15	.	.	PUNCT
cet-15074	98	1	the	the	DET
cet-15074	98	2	general	general	ADJ
cet-15074	98	3	idea	idea	NOUN
cet-15074	98	4	behind	behind	ADP
cet-15074	98	5	the	the	DET
cet-15074	98	6	two	two	NUM
cet-15074	98	7	steps	step	NOUN
cet-15074	98	8	is	be	AUX
cet-15074	98	9	to	to	PART
cet-15074	98	10	bias	bias	VERB
cet-15074	98	11	the	the	DET
cet-15074	98	12	pheromone	pheromone	NOUN
cet-15074	98	13	trails	trail	NOUN
cet-15074	98	14	to	to	PART
cet-15074	98	15	favour	favour	VERB
cet-15074	98	16	the	the	DET
cet-15074	98	17	formation	formation	NOUN
cet-15074	98	18	of	of	ADP
cet-15074	98	19	high	high	ADJ
cet-15074	98	20	-	-	PUNCT
cet-15074	98	21	quality	quality	NOUN
cet-15074	98	22	solutions	solution	NOUN
cet-15074	98	23	(	(	PUNCT
cet-15074	98	24	lópez	lópez	NOUN
cet-15074	98	25	-	-	PUNCT
cet-15074	98	26	ibáñez	ibáñez	NOUN
cet-15074	98	27	et	et	NOUN
cet-15074	98	28	al	al	PROPN
cet-15074	98	29	.	.	PROPN
cet-15074	98	30	,	,	PUNCT
cet-15074	98	31	2018	2018	NUM
cet-15074	98	32	)	)	PUNCT
cet-15074	98	33	.	.	PUNCT
cet-15074	99	1	in	in	ADP
cet-15074	99	2	general	general	ADJ
cet-15074	99	3	,	,	PUNCT
cet-15074	99	4	the	the	PRON
cet-15074	99	5	larger	large	ADJ
cet-15074	99	6	the	the	DET
cet-15074	99	7	size	size	NOUN
cet-15074	99	8	of	of	ADP
cet-15074	99	9	the	the	DET
cet-15074	99	10	ant	ant	ADJ
cet-15074	99	11	colony	colony	NOUN
cet-15074	99	12	,	,	PUNCT
cet-15074	99	13	the	the	PRON
cet-15074	99	14	stronger	strong	ADJ
cet-15074	99	15	the	the	DET
cet-15074	99	16	search	search	NOUN
cet-15074	99	17	ability	ability	NOUN
cet-15074	99	18	of	of	ADP
cet-15074	99	19	the	the	DET
cet-15074	99	20	algorithm	algorithm	NOUN
cet-15074	99	21	.	.	PUNCT
cet-15074	100	1	range	range	NOUN
cet-15074	100	2	of	of	ADP
cet-15074	100	3	pheromone	pheromone	NOUN
cet-15074	100	4	volatility	volatility	NOUN
cet-15074	100	5	factor	factor	NOUN
cet-15074	100	6	(	(	PUNCT
cet-15074	100	7	0	0	NUM
cet-15074	100	8	,	,	PUNCT
cet-15074	100	9	1	1	NUM
cet-15074	100	10	)	)	PUNCT
cet-15074	100	11	.	.	PUNCT
cet-15074	101	1	if	if	SCONJ
cet-15074	101	2	it	it	PRON
cet-15074	101	3	is	be	AUX
cet-15074	101	4	too	too	ADV
cet-15074	101	5	small	small	ADJ
cet-15074	101	6	,	,	PUNCT
cet-15074	101	7	the	the	DET
cet-15074	101	8	pheromone	pheromone	NOUN
cet-15074	101	9	on	on	ADP
cet-15074	101	10	the	the	DET
cet-15074	101	11	path	path	NOUN
cet-15074	101	12	will	will	AUX
cet-15074	101	13	not	not	PART
cet-15074	101	14	evaporate	evaporate	VERB
cet-15074	101	15	in	in	ADP
cet-15074	101	16	time	time	NOUN
cet-15074	101	17	,	,	PUNCT
cet-15074	101	18	resulting	result	VERB
cet-15074	101	19	in	in	ADP
cet-15074	101	20	an	an	DET
cet-15074	101	21	excessive	excessive	ADJ
cet-15074	101	22	amount	amount	NOUN
cet-15074	101	23	of	of	ADP
cet-15074	101	24	pheromone	pheromone	NOUN
cet-15074	101	25	on	on	ADP
cet-15074	101	26	the	the	DET
cet-15074	101	27	path	path	NOUN
cet-15074	101	28	,	,	PUNCT
cet-15074	101	29	which	which	PRON
cet-15074	101	30	affects	affect	VERB
cet-15074	101	31	the	the	DET
cet-15074	101	32	convergence	convergence	NOUN
cet-15074	101	33	efficiency	efficiency	NOUN
cet-15074	101	34	of	of	ADP
cet-15074	101	35	the	the	DET
cet-15074	101	36	algorithm	algorithm	NOUN
cet-15074	101	37	.	.	PUNCT
cet-15074	102	1	if	if	SCONJ
cet-15074	102	2	it	it	PRON
cet-15074	102	3	is	be	AUX
cet-15074	102	4	too	too	ADV
cet-15074	102	5	large	large	ADJ
cet-15074	102	6	,	,	PUNCT
cet-15074	102	7	the	the	DET
cet-15074	102	8	pheromone	pheromone	NOUN
cet-15074	102	9	on	on	ADP
cet-15074	102	10	the	the	DET
cet-15074	102	11	road	road	NOUN
cet-15074	102	12	can	can	AUX
cet-15074	102	13	not	not	PART
cet-15074	102	14	be	be	AUX
cet-15074	102	15	maintained	maintain	VERB
cet-15074	102	16	,	,	PUNCT
cet-15074	102	17	and	and	CCONJ
cet-15074	102	18	the	the	DET
cet-15074	102	19	ant	ant	ADJ
cet-15074	102	20	colony	colony	NOUN
cet-15074	102	21	loses	lose	VERB
cet-15074	102	22	the	the	DET
cet-15074	102	23	experience	experience	NOUN
cet-15074	102	24	information	information	NOUN
cet-15074	102	25	of	of	ADP
cet-15074	102	26	𝑑𝑖𝑗𝑥𝑖𝑗	𝑑𝑖𝑗𝑥𝑖𝑗	ADJ
cet-15074	102	27	→	→	SYM
cet-15074	102	28	50	50	NUM
cet-15074	102	29	𝑗=1	𝑗=1	PROPN
cet-15074	102	30	50	50	NUM
cet-15074	102	31	𝑖=1	𝑖=1	PROPN
cet-15074	102	32	𝑚𝑖𝑛	𝑚𝑖𝑛	NOUN
cet-15074	102	33	1012	1012	NUM
cet-15074	102	34	previous	previous	ADJ
cet-15074	102	35	iterations	iteration	NOUN
cet-15074	102	36	(	(	PUNCT
cet-15074	102	37	yang	yang	PROPN
cet-15074	102	38	et	et	PROPN
cet-15074	102	39	al	al	PROPN
cet-15074	102	40	.	.	PROPN
cet-15074	102	41	,	,	PUNCT
cet-15074	102	42	2020	2020	NUM
cet-15074	102	43	)	)	PUNCT
cet-15074	102	44	.	.	PUNCT
cet-15074	103	1	the	the	DET
cet-15074	103	2	authors	author	NOUN
cet-15074	103	3	defined	define	VERB
cet-15074	103	4	the	the	DET
cet-15074	103	5	running	running	NOUN
cet-15074	103	6	time	time	NOUN
cet-15074	103	7	(	(	PUNCT
cet-15074	103	8	t	t	NOUN
cet-15074	103	9	)	)	PUNCT
cet-15074	103	10	as	as	ADP
cet-15074	103	11	t	t	PROPN
cet-15074	103	12	<	<	X
cet-15074	103	13	1	1	NUM
cet-15074	103	14	min	min	NOUN
cet-15074	103	15	(	(	PUNCT
cet-15074	103	16	this	this	PRON
cet-15074	103	17	is	be	AUX
cet-15074	103	18	the	the	DET
cet-15074	103	19	determining	determine	VERB
cet-15074	103	20	factor	factor	NOUN
cet-15074	103	21	for	for	ADP
cet-15074	103	22	the	the	DET
cet-15074	103	23	number	number	NOUN
cet-15074	103	24	of	of	ADP
cet-15074	103	25	iterations	iteration	NOUN
cet-15074	103	26	)	)	PUNCT
cet-15074	103	27	.	.	PUNCT
cet-15074	104	1	different	different	ADJ
cet-15074	104	2	scenarios	scenario	NOUN
cet-15074	104	3	have	have	AUX
cet-15074	104	4	been	be	AUX
cet-15074	104	5	set	set	VERB
cet-15074	104	6	up	up	ADP
cet-15074	104	7	in	in	ADP
cet-15074	104	8	order	order	NOUN
cet-15074	104	9	to	to	PART
cet-15074	104	10	get	get	VERB
cet-15074	104	11	an	an	DET
cet-15074	104	12	approximate	approximate	ADJ
cet-15074	104	13	picture	picture	NOUN
cet-15074	104	14	of	of	ADP
cet-15074	104	15	the	the	DET
cet-15074	104	16	type	type	NOUN
cet-15074	104	17	of	of	ADP
cet-15074	104	18	problem	problem	NOUN
cet-15074	104	19	and	and	CCONJ
cet-15074	104	20	the	the	DET
cet-15074	104	21	cohesion	cohesion	NOUN
cet-15074	104	22	of	of	ADP
cet-15074	104	23	the	the	DET
cet-15074	104	24	parameters	parameter	NOUN
cet-15074	104	25	providing	provide	VERB
cet-15074	104	26	a	a	DET
cet-15074	104	27	possible	possible	ADJ
cet-15074	104	28	good	good	ADJ
cet-15074	104	29	solution	solution	NOUN
cet-15074	104	30	.	.	PUNCT
cet-15074	105	1	in	in	ADP
cet-15074	105	2	each	each	PRON
cet-15074	105	3	of	of	ADP
cet-15074	105	4	the	the	DET
cet-15074	105	5	individual	individual	ADJ
cet-15074	105	6	cases	case	NOUN
cet-15074	105	7	,	,	PUNCT
cet-15074	105	8	n=50	n=50	ADJ
cet-15074	105	9	cases	case	NOUN
cet-15074	105	10	were	be	AUX
cet-15074	105	11	taken	take	VERB
cet-15074	105	12	as	as	ADP
cet-15074	105	13	a	a	DET
cet-15074	105	14	basis	basis	NOUN
cet-15074	105	15	for	for	ADP
cet-15074	105	16	the	the	DET
cet-15074	105	17	aco	aco	PROPN
cet-15074	105	18	approach	approach	NOUN
cet-15074	105	19	.	.	PUNCT
cet-15074	106	1	the	the	DET
cet-15074	106	2	primary	primary	ADJ
cet-15074	106	3	goal	goal	NOUN
cet-15074	106	4	is	be	AUX
cet-15074	106	5	to	to	PART
cet-15074	106	6	find	find	VERB
cet-15074	106	7	the	the	DET
cet-15074	106	8	minimum	minimum	ADJ
cet-15074	106	9	distance	distance	NOUN
cet-15074	106	10	between	between	ADP
cet-15074	106	11	cities	city	NOUN
cet-15074	106	12	so	so	SCONJ
cet-15074	106	13	that	that	SCONJ
cet-15074	106	14	each	each	DET
cet-15074	106	15	city	city	NOUN
cet-15074	106	16	is	be	AUX
cet-15074	106	17	visited	visit	VERB
cet-15074	106	18	exactly	exactly	ADV
cet-15074	106	19	once	once	ADV
cet-15074	106	20	by	by	ADP
cet-15074	106	21	the	the	DET
cet-15074	106	22	agent	agent	NOUN
cet-15074	106	23	.	.	PUNCT
cet-15074	107	1	the	the	DET
cet-15074	107	2	program	program	NOUN
cet-15074	107	3	was	be	AUX
cet-15074	107	4	run	run	VERB
cet-15074	107	5	20	20	NUM
cet-15074	107	6	times	time	NOUN
cet-15074	107	7	in	in	ADP
cet-15074	107	8	each	each	DET
cet-15074	107	9	scenario	scenario	NOUN
cet-15074	107	10	,	,	PUNCT
cet-15074	107	11	providing	provide	VERB
cet-15074	107	12	valuable	valuable	ADJ
cet-15074	107	13	information	information	NOUN
cet-15074	107	14	.	.	PUNCT
cet-15074	108	1	table	table	NOUN
cet-15074	108	2	3	3	NUM
cet-15074	108	3	shows	show	VERB
cet-15074	108	4	the	the	DET
cet-15074	108	5	parameter	parameter	NOUN
cet-15074	108	6	settings	setting	NOUN
cet-15074	108	7	of	of	ADP
cet-15074	108	8	each	each	DET
cet-15074	108	9	scenario	scenario	NOUN
cet-15074	108	10	(	(	PUNCT
cet-15074	108	11	s1	s1	PROPN
cet-15074	108	12	-	-	PUNCT
cet-15074	108	13	s12	s12	NOUN
cet-15074	108	14	)	)	PUNCT
cet-15074	108	15	.	.	PUNCT
cet-15074	109	1	up	up	ADP
cet-15074	109	2	to	to	ADP
cet-15074	109	3	s5	s5	PROPN
cet-15074	109	4	-	-	PUNCT
cet-15074	109	5	s10	s10	NOUN
cet-15074	109	6	,	,	PUNCT
cet-15074	109	7	based	base	VERB
cet-15074	109	8	on	on	ADP
cet-15074	109	9	the	the	DET
cet-15074	109	10	results	result	NOUN
cet-15074	109	11	of	of	ADP
cet-15074	109	12	the	the	DET
cet-15074	109	13	first	first	ADJ
cet-15074	109	14	5	5	NUM
cet-15074	109	15	runs	run	NOUN
cet-15074	109	16	,	,	PUNCT
cet-15074	109	17	it	it	PRON
cet-15074	109	18	could	could	AUX
cet-15074	109	19	be	be	AUX
cet-15074	109	20	seen	see	VERB
cet-15074	109	21	that	that	SCONJ
cet-15074	109	22	the	the	DET
cet-15074	109	23	algorithm	algorithm	NOUN
cet-15074	109	24	performs	perform	VERB
cet-15074	109	25	worse	bad	ADJ
cet-15074	109	26	than	than	ADP
cet-15074	109	27	in	in	ADP
cet-15074	109	28	the	the	DET
cet-15074	109	29	first	first	ADJ
cet-15074	109	30	four	four	NUM
cet-15074	109	31	scenarios	scenario	NOUN
cet-15074	109	32	,	,	PUNCT
cet-15074	109	33	so	so	SCONJ
cet-15074	109	34	they	they	PRON
cet-15074	109	35	were	be	AUX
cet-15074	109	36	not	not	PART
cet-15074	109	37	run	run	VERB
cet-15074	109	38	20	20	NUM
cet-15074	109	39	times	time	NOUN
cet-15074	109	40	.	.	PUNCT
cet-15074	110	1	table	table	NOUN
cet-15074	110	2	4	4	NUM
cet-15074	110	3	shows	show	VERB
cet-15074	110	4	the	the	DET
cet-15074	110	5	running	running	NOUN
cet-15074	110	6	results	result	NOUN
cet-15074	110	7	in	in	ADP
cet-15074	110	8	the	the	DET
cet-15074	110	9	scenarios	scenario	NOUN
cet-15074	110	10	that	that	PRON
cet-15074	110	11	showed	show	VERB
cet-15074	110	12	promising	promising	ADJ
cet-15074	110	13	results	result	NOUN
cet-15074	110	14	,	,	PUNCT
cet-15074	110	15	highlighting	highlight	VERB
cet-15074	110	16	the	the	DET
cet-15074	110	17	best	good	ADJ
cet-15074	110	18	and	and	CCONJ
cet-15074	110	19	worst	bad	ADJ
cet-15074	110	20	results	result	NOUN
cet-15074	110	21	.	.	PUNCT
cet-15074	111	1	table	table	NOUN
cet-15074	111	2	3	3	NUM
cet-15074	111	3	:	:	PUNCT
cet-15074	111	4	parameter	parameter	NOUN
cet-15074	111	5	settings	setting	NOUN
cet-15074	111	6	for	for	ADP
cet-15074	111	7	scenarios	scenario	NOUN
cet-15074	111	8	scenario	scenario	NOUN
cet-15074	111	9	num_ants	num_ant	NOUN
cet-15074	111	10	num_interations	num_interation	NOUN
cet-15074	111	11	alpha	alpha	X
cet-15074	111	12	beta	beta	NOUN
cet-15074	111	13	decay_factor	decay_factor	NOUN
cet-15074	111	14	s1	s1	NOUN
cet-15074	111	15	10	10	NUM
cet-15074	111	16	100	100	NUM
cet-15074	111	17	1.0	1.0	NUM
cet-15074	111	18	2.0	2.0	NUM
cet-15074	111	19	0.1	0.1	NUM
cet-15074	111	20	s2	s2	NOUN
cet-15074	111	21	50	50	NUM
cet-15074	111	22	100	100	NUM
cet-15074	111	23	1.0	1.0	NUM
cet-15074	111	24	2.0	2.0	NUM
cet-15074	111	25	0.1	0.1	NUM
cet-15074	111	26	s3	s3	PROPN
cet-15074	111	27	50	50	NUM
cet-15074	111	28	200	200	NUM
cet-15074	111	29	1.0	1.0	NUM
cet-15074	111	30	2.0	2.0	NUM
cet-15074	111	31	0.1	0.1	NUM
cet-15074	111	32	s4	s4	PROPN
cet-15074	111	33	100	100	NUM
cet-15074	111	34	200	200	NUM
cet-15074	111	35	1.0	1.0	NUM
cet-15074	111	36	2.0	2.0	NUM
cet-15074	111	37	0.1	0.1	NUM
cet-15074	111	38	s5	s5	PROPN
cet-15074	111	39	50	50	NUM
cet-15074	111	40	200	200	NUM
cet-15074	111	41	0.5	0.5	NUM
cet-15074	111	42	5.0	5.0	NUM
cet-15074	111	43	0.01	0.01	NUM
cet-15074	111	44	s6	s6	PROPN
cet-15074	111	45	100	100	NUM
cet-15074	111	46	200	200	NUM
cet-15074	111	47	0.5	0.5	NUM
cet-15074	111	48	5.0	5.0	NUM
cet-15074	111	49	0.01	0.01	NUM
cet-15074	111	50	s7	s7	VERB
cet-15074	111	51	50	50	NUM
cet-15074	111	52	200	200	NUM
cet-15074	111	53	0.1	0.1	NUM
cet-15074	111	54	5.0	5.0	NUM
cet-15074	111	55	0.01	0.01	NUM
cet-15074	111	56	s8	s8	NOUN
cet-15074	111	57	100	100	NUM
cet-15074	111	58	200	200	NUM
cet-15074	111	59	0.1	0.1	NUM
cet-15074	111	60	5.0	5.0	NUM
cet-15074	111	61	0.01	0.01	NUM
cet-15074	111	62	s9	s9	NOUN
cet-15074	111	63	50	50	NUM
cet-15074	111	64	200	200	NUM
cet-15074	111	65	1.0	1.0	NUM
cet-15074	111	66	2.0	2.0	NUM
cet-15074	111	67	0.01	0.01	NUM
cet-15074	111	68	s10	s10	NOUN
cet-15074	111	69	100	100	NUM
cet-15074	111	70	200	200	NUM
cet-15074	111	71	1.0	1.0	NUM
cet-15074	111	72	2.0	2.0	NUM
cet-15074	111	73	0.01	0.01	NUM
cet-15074	111	74	s11	s11	NOUN
cet-15074	111	75	50	50	NUM
cet-15074	111	76	200	200	NUM
cet-15074	111	77	1.0	1.0	NUM
cet-15074	111	78	2.0	2.0	NUM
cet-15074	111	79	0.5	0.5	NUM
cet-15074	111	80	s12	s12	NOUN
cet-15074	111	81	100	100	NUM
cet-15074	111	82	200	200	NUM
cet-15074	111	83	1.0	1.0	NUM
cet-15074	111	84	2.0	2.0	NUM
cet-15074	111	85	0.5	0.5	NUM
cet-15074	111	86	table	table	NOUN
cet-15074	111	87	4	4	NUM
cet-15074	111	88	:	:	PUNCT
cet-15074	111	89	best	good	ADJ
cet-15074	111	90	and	and	CCONJ
cet-15074	111	91	worst	bad	ADJ
cet-15074	111	92	run	run	VERB
cet-15074	111	93	results	result	NOUN
cet-15074	111	94	for	for	ADP
cet-15074	111	95	different	different	ADJ
cet-15074	111	96	scenarios	scenario	NOUN
cet-15074	111	97	and	and	CCONJ
cet-15074	111	98	average	average	NOUN
cet-15074	111	99	of	of	ADP
cet-15074	111	100	20	20	NUM
cet-15074	111	101	runs	run	NOUN
cet-15074	111	102	results	result	VERB
cet-15074	111	103	s1	s1	PROPN
cet-15074	111	104	s2	s2	PROPN
cet-15074	111	105	s3	s3	PROPN
cet-15074	111	106	s4	s4	PROPN
cet-15074	111	107	s11	s11	PROPN
cet-15074	111	108	s12	s12	PROPN
cet-15074	111	109	best	well	ADV
cet-15074	111	110	result	result	VERB
cet-15074	111	111	3,342	3,342	NUM
cet-15074	111	112	3,298	3,298	NUM
cet-15074	111	113	3,259	3,259	NUM
cet-15074	111	114	3207	3207	NUM
cet-15074	111	115	3249	3249	NUM
cet-15074	111	116	3,132	3,132	NUM
cet-15074	111	117	worst	bad	ADJ
cet-15074	111	118	result	result	VERB
cet-15074	111	119	3,710	3,710	NUM
cet-15074	111	120	3,560	3,560	NUM
cet-15074	111	121	3,428	3,428	NUM
cet-15074	111	122	3396	3396	NUM
cet-15074	111	123	3469	3469	NUM
cet-15074	111	124	3,369	3,369	NUM
cet-15074	111	125	average	average	ADJ
cet-15074	111	126	3,538.55	3,538.55	NUM
cet-15074	111	127	3,398.15	3,398.15	NUM
cet-15074	111	128	3,344.75	3,344.75	NUM
cet-15074	111	129	3,316.2	3,316.2	NUM
cet-15074	111	130	3,335.5	3,335.5	NUM
cet-15074	111	131	3,282.15	3,282.15	NUM
cet-15074	111	132	as	as	SCONJ
cet-15074	111	133	can	can	AUX
cet-15074	111	134	be	be	AUX
cet-15074	111	135	seen	see	VERB
cet-15074	111	136	in	in	ADP
cet-15074	111	137	figure	figure	NOUN
cet-15074	111	138	3	3	NUM
cet-15074	111	139	,	,	PUNCT
cet-15074	111	140	scenario	scenario	NOUN
cet-15074	111	141	12	12	NUM
cet-15074	111	142	performed	perform	VERB
cet-15074	111	143	the	the	DET
cet-15074	111	144	best	good	ADJ
cet-15074	111	145	overall	overall	ADJ
cet-15074	111	146	,	,	PUNCT
cet-15074	111	147	based	base	VERB
cet-15074	111	148	on	on	ADP
cet-15074	111	149	which	which	PRON
cet-15074	111	150	more	more	ADV
cet-15074	111	151	favourable	favourable	ADJ
cet-15074	111	152	results	result	NOUN
cet-15074	111	153	can	can	AUX
cet-15074	111	154	be	be	AUX
cet-15074	111	155	obtained	obtain	VERB
cet-15074	111	156	for	for	ADP
cet-15074	111	157	solving	solve	VERB
cet-15074	111	158	a	a	DET
cet-15074	111	159	problem	problem	NOUN
cet-15074	111	160	of	of	ADP
cet-15074	111	161	similar	similar	ADJ
cet-15074	111	162	size	size	NOUN
cet-15074	111	163	according	accord	VERB
cet-15074	111	164	to	to	ADP
cet-15074	111	165	the	the	DET
cet-15074	111	166	following	follow	VERB
cet-15074	111	167	values	value	NOUN
cet-15074	111	168	(	(	PUNCT
cet-15074	111	169	n	n	PRON
cet-15074	111	170	represents	represent	VERB
cet-15074	111	171	the	the	DET
cet-15074	111	172	number	number	NOUN
cet-15074	111	173	of	of	ADP
cet-15074	111	174	cities	city	NOUN
cet-15074	111	175	):	):	PUNCT
cet-15074	111	176	sn	sn	PROPN
cet-15074	111	177	parameter	parameter	PROPN
cet-15074	111	178	settings	setting	NOUN
cet-15074	111	179	:	:	PUNCT
cet-15074	111	180	num_ants	num_ant	NOUN
cet-15074	111	181	=	=	SYM
cet-15074	111	182	2n	2n	NUM
cet-15074	111	183	,	,	PUNCT
cet-15074	111	184	num_iterations	num_iteration	NOUN
cet-15074	111	185	=	=	SYM
cet-15074	111	186	4n	4n	NOUN
cet-15074	111	187	,	,	PUNCT
cet-15074	111	188	alpha	alpha	NOUN
cet-15074	111	189	=	=	NOUN
cet-15074	111	190	1.0	1.0	NUM
cet-15074	111	191	,	,	PUNCT
cet-15074	111	192	beta	beta	NOUN
cet-15074	111	193	=	=	SYM
cet-15074	111	194	2.0	2.0	NUM
cet-15074	111	195	,	,	PUNCT
cet-15074	111	196	decay_factor	decay_factor	NOUN
cet-15074	111	197	=	=	NUM
cet-15074	111	198	0.5	0.5	NUM
cet-15074	111	199	.	.	PUNCT
cet-15074	112	1	after	after	ADP
cet-15074	112	2	specifying	specify	VERB
cet-15074	112	3	the	the	DET
cet-15074	112	4	parameters	parameter	NOUN
cet-15074	112	5	that	that	PRON
cet-15074	112	6	can	can	AUX
cet-15074	112	7	be	be	AUX
cet-15074	112	8	prescribed	prescribe	VERB
cet-15074	112	9	in	in	ADP
cet-15074	112	10	general	general	ADJ
cet-15074	112	11	,	,	PUNCT
cet-15074	112	12	it	it	PRON
cet-15074	112	13	is	be	AUX
cet-15074	112	14	also	also	ADV
cet-15074	112	15	advisable	advisable	ADJ
cet-15074	112	16	to	to	PART
cet-15074	112	17	determine	determine	VERB
cet-15074	112	18	at	at	ADP
cet-15074	112	19	what	what	DET
cet-15074	112	20	interval	interval	NOUN
cet-15074	112	21	they	they	PRON
cet-15074	112	22	work	work	VERB
cet-15074	112	23	effectively	effectively	ADV
cet-15074	112	24	.	.	PUNCT
cet-15074	113	1	the	the	DET
cet-15074	113	2	worst	bad	ADJ
cet-15074	113	3	(	(	PUNCT
cet-15074	113	4	s1	s1	NOUN
cet-15074	113	5	)	)	PUNCT
cet-15074	113	6	,	,	PUNCT
cet-15074	113	7	the	the	DET
cet-15074	113	8	best	good	ADJ
cet-15074	113	9	(	(	PUNCT
cet-15074	113	10	s12	s12	PROPN
cet-15074	113	11	)	)	PUNCT
cet-15074	113	12	scenario	scenario	NOUN
cet-15074	113	13	,	,	PUNCT
cet-15074	113	14	and	and	CCONJ
cet-15074	113	15	the	the	DET
cet-15074	113	16	parameters	parameter	NOUN
cet-15074	113	17	(	(	PUNCT
cet-15074	113	18	sn	sn	PROPN
cet-15074	113	19	)	)	PUNCT
cet-15074	113	20	that	that	PRON
cet-15074	113	21	can	can	AUX
cet-15074	113	22	be	be	AUX
cet-15074	113	23	specified	specify	VERB
cet-15074	113	24	from	from	ADP
cet-15074	113	25	the	the	DET
cet-15074	113	26	general	general	ADJ
cet-15074	113	27	description	description	NOUN
cet-15074	113	28	were	be	AUX
cet-15074	113	29	compared	compare	VERB
cet-15074	113	30	on	on	ADP
cet-15074	113	31	symmetric	symmetric	ADJ
cet-15074	113	32	matrices	matrix	NOUN
cet-15074	113	33	with	with	ADP
cet-15074	113	34	n=10	n=10	PRON
cet-15074	113	35	,	,	PUNCT
cet-15074	113	36	20	20	NUM
cet-15074	113	37	,	,	PUNCT
cet-15074	113	38	30	30	NUM
cet-15074	113	39	,	,	PUNCT
cet-15074	113	40	40	40	NUM
cet-15074	113	41	,	,	PUNCT
cet-15074	113	42	and	and	CCONJ
cet-15074	113	43	50	50	NUM
cet-15074	113	44	values	value	NOUN
cet-15074	113	45	.	.	PUNCT
cet-15074	114	1	the	the	DET
cet-15074	114	2	results	result	NOUN
cet-15074	114	3	are	be	AUX
cet-15074	114	4	shown	show	VERB
cet-15074	114	5	in	in	ADP
cet-15074	114	6	table	table	NOUN
cet-15074	114	7	5	5	NUM
cet-15074	114	8	.	.	PUNCT
cet-15074	115	1	figure	figure	VERB
cet-15074	115	2	3	3	NUM
cet-15074	115	3	:	:	PUNCT
cet-15074	115	4	graphical	graphical	ADJ
cet-15074	115	5	representation	representation	NOUN
cet-15074	115	6	of	of	ADP
cet-15074	115	7	the	the	DET
cet-15074	115	8	results	result	NOUN
cet-15074	115	9	of	of	ADP
cet-15074	115	10	different	different	ADJ
cet-15074	115	11	scenarios	scenario	NOUN
cet-15074	115	12	3100	3100	NUM
cet-15074	115	13	3200	3200	NUM
cet-15074	115	14	3300	3300	NUM
cet-15074	115	15	3400	3400	NUM
cet-15074	115	16	3500	3500	NUM
cet-15074	115	17	3600	3600	NUM
cet-15074	115	18	3700	3700	NUM
cet-15074	115	19	3800	3800	NUM
cet-15074	115	20	0	0	NUM
cet-15074	115	21	5	5	NUM
cet-15074	115	22	10	10	NUM
cet-15074	115	23	15	15	NUM
cet-15074	115	24	20	20	NUM
cet-15074	115	25	25	25	NUM
cet-15074	115	26	b	b	NOUN
cet-15074	115	27	es	es	ADP
cet-15074	115	28	t	t	PROPN
cet-15074	116	1	d	d	NOUN
cet-15074	116	2	is	be	AUX
cet-15074	116	3	ta	ta	AUX
cet-15074	116	4	n	n	ADV
cet-15074	116	5	ce	ce	PROPN
cet-15074	116	6	running	running	PROPN
cet-15074	116	7	times	times	PROPN
cet-15074	116	8	s1	s1	PROPN
cet-15074	116	9	s2	s2	PROPN
cet-15074	116	10	s3	s3	PROPN
cet-15074	116	11	s4	s4	PROPN
cet-15074	116	12	s11	s11	PROPN
cet-15074	116	13	s12	s12	PROPN
cet-15074	116	14	1013	1013	NUM
cet-15074	116	15	table	table	NOUN
cet-15074	116	16	5	5	NUM
cet-15074	116	17	:	:	PUNCT
cet-15074	116	18	comparison	comparison	NOUN
cet-15074	116	19	of	of	ADP
cet-15074	116	20	running	run	VERB
cet-15074	116	21	values	value	NOUN
cet-15074	116	22	for	for	ADP
cet-15074	116	23	scenarios	scenario	NOUN
cet-15074	116	24	s1	s1	NOUN
cet-15074	116	25	,	,	PUNCT
cet-15074	116	26	s12	s12	NOUN
cet-15074	116	27	and	and	CCONJ
cet-15074	116	28	sn	sn	PROPN
cet-15074	116	29	scenario	scenario	PROPN
cet-15074	116	30	m10x10	m10x10	PROPN
cet-15074	116	31	m20x20	m20x20	PROPN
cet-15074	116	32	m30x30	m30x30	PROPN
cet-15074	116	33	m40x40	m40x40	PROPN
cet-15074	116	34	m50x50	m50x50	VERB
cet-15074	116	35	s1h	s1h	NUM
cet-15074	116	36	1,100	1,100	NUM
cet-15074	116	37	2,241	2,241	NUM
cet-15074	116	38	2,553	2,553	NUM
cet-15074	116	39	3,190	3,190	NUM
cet-15074	116	40	3,710	3,710	NUM
cet-15074	116	41	s1s	s1s	PROPN
cet-15074	116	42	1,075	1,075	NUM
cet-15074	116	43	2,241	2,241	NUM
cet-15074	116	44	2,490	2,490	NUM
cet-15074	116	45	3,024	3,024	NUM
cet-15074	116	46	3,342	3,342	NUM
cet-15074	116	47	s1a	s1a	NUM
cet-15074	116	48	1,091	1,091	NUM
cet-15074	116	49	2,241	2,241	NUM
cet-15074	116	50	2,517	2,517	NUM
cet-15074	116	51	3,134	3,134	NUM
cet-15074	116	52	3,534	3,534	NUM
cet-15074	116	53	s12h	s12h	PUNCT
cet-15074	116	54	1,085	1,085	NUM
cet-15074	116	55	2,241	2,241	NUM
cet-15074	116	56	2,488	2,488	NUM
cet-15074	116	57	3,026	3,026	NUM
cet-15074	116	58	3,369	3,369	NUM
cet-15074	116	59	s12s	s12	NOUN
cet-15074	116	60	1,070	1,070	NUM
cet-15074	116	61	2,241	2,241	NUM
cet-15074	116	62	2,475	2,475	NUM
cet-15074	116	63	2,989	2,989	NUM
cet-15074	116	64	3,132	3,132	NUM
cet-15074	116	65	s12a	s12a	NOUN
cet-15074	116	66	1,075	1,075	NUM
cet-15074	116	67	2,241	2,241	NUM
cet-15074	116	68	2,482	2,482	NUM
cet-15074	116	69	3,008	3,008	NUM
cet-15074	116	70	3,281	3,281	NUM
cet-15074	116	71	snh	snh	NOUN
cet-15074	116	72	1,140	1,140	NUM
cet-15074	116	73	2,241	2,241	NUM
cet-15074	116	74	2,490	2,490	NUM
cet-15074	116	75	3,017	3,017	NUM
cet-15074	116	76	3,369	3,369	NUM
cet-15074	116	77	sns	sns	PROPN
cet-15074	116	78	1,110	1,110	NUM
cet-15074	116	79	2,241	2,241	NUM
cet-15074	116	80	2,475	2,475	NUM
cet-15074	116	81	2,991	2,991	NUM
cet-15074	116	82	3,132	3,132	NUM
cet-15074	116	83	sna	sna	PROPN
cet-15074	116	84	1,120	1,120	NUM
cet-15074	116	85	2,241	2,241	NUM
cet-15074	116	86	2,485	2,485	NUM
cet-15074	116	87	3,002	3,002	NUM
cet-15074	116	88	3,281	3,281	NUM
cet-15074	116	89	(	(	PUNCT
cet-15074	116	90	subscripts	subscript	NOUN
cet-15074	116	91	:	:	PUNCT
cet-15074	116	92	h	h	NOUN
cet-15074	116	93	the	the	DET
cet-15074	116	94	highest	high	ADJ
cet-15074	116	95	of	of	ADP
cet-15074	116	96	the	the	DET
cet-15074	116	97	running	run	VERB
cet-15074	116	98	values	value	NOUN
cet-15074	116	99	,	,	PUNCT
cet-15074	116	100	s	s	VERB
cet-15074	116	101	the	the	DET
cet-15074	116	102	lowest	low	ADJ
cet-15074	116	103	of	of	ADP
cet-15074	116	104	the	the	DET
cet-15074	116	105	running	run	VERB
cet-15074	116	106	values	value	NOUN
cet-15074	116	107	,	,	PUNCT
cet-15074	116	108	a	a	DET
cet-15074	116	109	the	the	DET
cet-15074	116	110	average	average	NOUN
cet-15074	116	111	of	of	ADP
cet-15074	116	112	all	all	DET
cet-15074	116	113	the	the	DET
cet-15074	116	114	running	run	VERB
cet-15074	116	115	values	value	NOUN
cet-15074	116	116	)	)	PUNCT
cet-15074	116	117	the	the	DET
cet-15074	116	118	results	result	NOUN
cet-15074	116	119	show	show	VERB
cet-15074	116	120	that	that	SCONJ
cet-15074	116	121	the	the	DET
cet-15074	116	122	general	general	ADJ
cet-15074	116	123	parameter	parameter	NOUN
cet-15074	116	124	description	description	NOUN
cet-15074	116	125	structure	structure	NOUN
cet-15074	116	126	defined	define	VERB
cet-15074	116	127	for	for	ADP
cet-15074	116	128	the	the	DET
cet-15074	116	129	task	task	NOUN
cet-15074	116	130	with	with	ADP
cet-15074	116	131	n=50	n=50	ADJ
cet-15074	116	132	cities	city	NOUN
cet-15074	116	133	still	still	ADV
cet-15074	116	134	works	work	VERB
cet-15074	116	135	properly	properly	ADV
cet-15074	116	136	and	and	CCONJ
cet-15074	116	137	provides	provide	VERB
cet-15074	116	138	an	an	DET
cet-15074	116	139	efficient	efficient	ADJ
cet-15074	116	140	,	,	PUNCT
cet-15074	116	141	optimal	optimal	ADJ
cet-15074	116	142	result	result	NOUN
cet-15074	116	143	in	in	ADP
cet-15074	116	144	the	the	DET
cet-15074	116	145	event	event	NOUN
cet-15074	116	146	of	of	ADP
cet-15074	116	147	a	a	DET
cet-15074	116	148	40	40	NUM
cet-15074	116	149	%	%	NOUN
cet-15074	116	150	downward	downward	ADJ
cet-15074	116	151	deviation	deviation	NOUN
cet-15074	116	152	.	.	PUNCT
cet-15074	117	1	5	5	X
cet-15074	117	2	.	.	X
cet-15074	117	3	conclusions	conclusion	NOUN
cet-15074	117	4	applying	apply	VERB
cet-15074	117	5	a	a	DET
cet-15074	117	6	metaheuristic	metaheuristic	ADJ
cet-15074	117	7	algorithm	algorithm	NOUN
cet-15074	117	8	in	in	ADP
cet-15074	117	9	practice	practice	NOUN
cet-15074	117	10	is	be	AUX
cet-15074	117	11	an	an	DET
cet-15074	117	12	extremely	extremely	ADV
cet-15074	117	13	time	time	NOUN
cet-15074	117	14	-	-	PUNCT
cet-15074	117	15	consuming	consume	VERB
cet-15074	117	16	,	,	PUNCT
cet-15074	117	17	expensive	expensive	ADJ
cet-15074	117	18	and	and	CCONJ
cet-15074	117	19	complicated	complicated	ADJ
cet-15074	117	20	task	task	NOUN
cet-15074	117	21	.	.	PUNCT
cet-15074	118	1	although	although	SCONJ
cet-15074	118	2	there	there	PRON
cet-15074	118	3	are	be	VERB
cet-15074	118	4	thousands	thousand	NOUN
cet-15074	118	5	of	of	ADP
cet-15074	118	6	scientific	scientific	ADJ
cet-15074	118	7	works	work	NOUN
cet-15074	118	8	on	on	ADP
cet-15074	118	9	the	the	DET
cet-15074	118	10	subject	subject	NOUN
cet-15074	118	11	,	,	PUNCT
cet-15074	118	12	the	the	DET
cet-15074	118	13	real	real	ADJ
cet-15074	118	14	,	,	PUNCT
cet-15074	118	15	practical	practical	ADJ
cet-15074	118	16	application	application	NOUN
cet-15074	118	17	of	of	ADP
cet-15074	118	18	metaheuristics	metaheuristic	NOUN
cet-15074	118	19	is	be	AUX
cet-15074	118	20	small	small	ADJ
cet-15074	118	21	.	.	PUNCT
cet-15074	119	1	the	the	DET
cet-15074	119	2	authors	author	NOUN
cet-15074	119	3	wanted	want	VERB
cet-15074	119	4	to	to	PART
cet-15074	119	5	contribute	contribute	VERB
cet-15074	119	6	to	to	ADP
cet-15074	119	7	solving	solve	VERB
cet-15074	119	8	this	this	DET
cet-15074	119	9	deficiency	deficiency	NOUN
cet-15074	119	10	with	with	ADP
cet-15074	119	11	this	this	DET
cet-15074	119	12	article	article	NOUN
cet-15074	119	13	.	.	PUNCT
cet-15074	120	1	the	the	DET
cet-15074	120	2	operation	operation	NOUN
cet-15074	120	3	and	and	CCONJ
cet-15074	120	4	accuracy	accuracy	NOUN
cet-15074	120	5	of	of	ADP
cet-15074	120	6	a	a	DET
cet-15074	120	7	metaheuristic	metaheuristic	NOUN
cet-15074	120	8	is	be	AUX
cet-15074	120	9	greatly	greatly	ADV
cet-15074	120	10	influenced	influence	VERB
cet-15074	120	11	by	by	ADP
cet-15074	120	12	the	the	DET
cet-15074	120	13	correct	correct	ADJ
cet-15074	120	14	setting	setting	NOUN
cet-15074	120	15	of	of	ADP
cet-15074	120	16	the	the	DET
cet-15074	120	17	parameters	parameter	NOUN
cet-15074	120	18	.	.	PUNCT
cet-15074	121	1	this	this	PRON
cet-15074	121	2	is	be	AUX
cet-15074	121	3	done	do	VERB
cet-15074	121	4	experimentally	experimentally	ADV
cet-15074	121	5	.	.	PUNCT
cet-15074	122	1	the	the	DET
cet-15074	122	2	authors	author	NOUN
cet-15074	122	3	defined	define	VERB
cet-15074	122	4	a	a	DET
cet-15074	122	5	general	general	ADJ
cet-15074	122	6	parameter	parameter	NOUN
cet-15074	122	7	structure	structure	NOUN
cet-15074	122	8	for	for	ADP
cet-15074	122	9	solving	solve	VERB
cet-15074	122	10	a	a	DET
cet-15074	122	11	symmetric	symmetric	ADJ
cet-15074	122	12	matrix	matrix	NOUN
cet-15074	122	13	-	-	PUNCT
cet-15074	122	14	based	base	VERB
cet-15074	122	15	tsp	tsp	NOUN
cet-15074	122	16	problem	problem	NOUN
cet-15074	122	17	with	with	ADP
cet-15074	122	18	aco	aco	PROPN
cet-15074	122	19	.	.	PUNCT
cet-15074	123	1	in	in	ADP
cet-15074	123	2	the	the	DET
cet-15074	123	3	cases	case	NOUN
cet-15074	123	4	with	with	ADP
cet-15074	123	5	the	the	DET
cet-15074	123	6	following	follow	VERB
cet-15074	123	7	number	number	NOUN
cet-15074	123	8	of	of	ADP
cet-15074	123	9	cities	city	NOUN
cet-15074	123	10	(	(	PUNCT
cet-15074	123	11	n	n	CCONJ
cet-15074	123	12	)	)	PUNCT
cet-15074	123	13	,	,	PUNCT
cet-15074	123	14	the	the	DET
cet-15074	123	15	algorithm	algorithm	NOUN
cet-15074	123	16	works	work	VERB
cet-15074	123	17	efficiently	efficiently	ADV
cet-15074	123	18	with	with	ADP
cet-15074	123	19	the	the	DET
cet-15074	123	20	following	follow	VERB
cet-15074	123	21	parameter	parameter	NOUN
cet-15074	123	22	settings	setting	NOUN
cet-15074	123	23	:	:	PUNCT
cet-15074	123	24	if	if	SCONJ
cet-15074	123	25	30	30	NUM
cet-15074	123	26	≤	≤	NUM
cet-15074	123	27	n	n	PRON
cet-15074	123	28	≤	≤	NOUN
cet-15074	123	29	50	50	NUM
cet-15074	123	30	,	,	PUNCT
cet-15074	123	31	then	then	ADV
cet-15074	123	32	num_ants	num_ant	NOUN
cet-15074	123	33	=	=	SYM
cet-15074	123	34	2n	2n	NUM
cet-15074	123	35	,	,	PUNCT
cet-15074	123	36	num_iterations	num_iteration	NOUN
cet-15074	123	37	=	=	SYM
cet-15074	123	38	4n	4n	NOUN
cet-15074	123	39	,	,	PUNCT
cet-15074	123	40	alpha	alpha	NOUN
cet-15074	123	41	=	=	NOUN
cet-15074	123	42	1.0	1.0	NUM
cet-15074	123	43	,	,	PUNCT
cet-15074	123	44	beta	beta	NOUN
cet-15074	123	45	=	=	SYM
cet-15074	123	46	2.0	2.0	NUM
cet-15074	123	47	,	,	PUNCT
cet-15074	123	48	decay_factor	decay_factor	NOUN
cet-15074	123	49	=	=	NUM
cet-15074	123	50	0.5	0.5	NUM
cet-15074	123	51	.	.	PUNCT
cet-15074	124	1	the	the	DET
cet-15074	124	2	experimental	experimental	ADJ
cet-15074	124	3	results	result	NOUN
cet-15074	124	4	showed	show	VERB
cet-15074	124	5	that	that	SCONJ
cet-15074	124	6	the	the	DET
cet-15074	124	7	parameter	parameter	NOUN
cet-15074	124	8	settings	setting	NOUN
cet-15074	124	9	determined	determine	VERB
cet-15074	124	10	based	base	VERB
cet-15074	124	11	on	on	ADP
cet-15074	124	12	the	the	DET
cet-15074	124	13	task	task	NOUN
cet-15074	124	14	presented	present	VERB
cet-15074	124	15	in	in	ADP
cet-15074	124	16	the	the	DET
cet-15074	124	17	paper	paper	NOUN
cet-15074	124	18	give	give	VERB
cet-15074	124	19	the	the	DET
cet-15074	124	20	best	good	ADJ
cet-15074	124	21	results	result	NOUN
cet-15074	124	22	,	,	PUNCT
cet-15074	124	23	which	which	PRON
cet-15074	124	24	contributes	contribute	VERB
cet-15074	124	25	to	to	ADP
cet-15074	124	26	the	the	DET
cet-15074	124	27	efficient	efficient	ADJ
cet-15074	124	28	solution	solution	NOUN
cet-15074	124	29	of	of	ADP
cet-15074	124	30	similar	similar	ADJ
cet-15074	124	31	types	type	NOUN
cet-15074	124	32	of	of	ADP
cet-15074	124	33	problems	problem	NOUN
cet-15074	124	34	by	by	ADP
cet-15074	124	35	reducing	reduce	VERB
cet-15074	124	36	the	the	DET
cet-15074	124	37	total	total	ADJ
cet-15074	124	38	optimisation	optimisation	NOUN
cet-15074	124	39	time	time	NOUN
cet-15074	124	40	.	.	PUNCT
cet-15074	125	1	a	a	DET
cet-15074	125	2	further	further	ADJ
cet-15074	125	3	research	research	NOUN
cet-15074	125	4	goal	goal	NOUN
cet-15074	125	5	is	be	AUX
cet-15074	125	6	the	the	DET
cet-15074	125	7	examination	examination	NOUN
cet-15074	125	8	of	of	ADP
cet-15074	125	9	tasks	task	NOUN
cet-15074	125	10	with	with	ADP
cet-15074	125	11	n>50	n>50	NUM
cet-15074	125	12	cities	city	NOUN
cet-15074	125	13	and	and	CCONJ
cet-15074	125	14	the	the	DET
cet-15074	125	15	determination	determination	NOUN
cet-15074	125	16	of	of	ADP
cet-15074	125	17	additional	additional	ADJ
cet-15074	125	18	general	general	ADJ
cet-15074	125	19	parameter	parameter	NOUN
cet-15074	125	20	structures	structure	NOUN
cet-15074	125	21	.	.	PUNCT
cet-15074	126	1	references	reference	NOUN
cet-15074	126	2	bavey	bavey	NOUN
cet-15074	126	3	a.	a.	PROPN
cet-15074	126	4	,	,	PUNCT
cet-15074	126	5	kollin	kollin	PROPN
cet-15074	126	6	f.	f.	PROPN
cet-15074	126	7	,	,	PUNCT
cet-15074	126	8	2017	2017	NUM
cet-15074	126	9	,	,	PUNCT
cet-15074	126	10	ant	ant	ADJ
cet-15074	126	11	colony	colony	NOUN
cet-15074	126	12	optimization	optimization	NOUN
cet-15074	126	13	algorithms	algorithm	NOUN
cet-15074	126	14	–	–	PUNCT
cet-15074	126	15	pheromone	pheromone	NOUN
cet-15074	126	16	techniques	technique	NOUN
cet-15074	126	17	for	for	ADP
cet-15074	126	18	tsp	tsp	NOUN
cet-15074	126	19	.	.	PUNCT
cet-15074	127	1	<	<	X
cet-15074	127	2	www.divaportal.org/smash/get/diva2:1105900/fulltext01.pdf	www.divaportal.org/smash/get/diva2:1105900/fulltext01.pdf	PROPN
cet-15074	127	3	>	>	PRON
cet-15074	127	4	,	,	PUNCT
cet-15074	127	5	accessed	access	VERB
cet-15074	127	6	07.10.2024	07.10.2024	NUM
cet-15074	127	7	.	.	PUNCT
cet-15074	128	1	chandra	chandra	PROPN
cet-15074	128	2	a.	a.	PROPN
cet-15074	128	3	,	,	PUNCT
cet-15074	128	4	natalia	natalia	PROPN
cet-15074	128	5	c.	c.	PROPN
cet-15074	128	6	,	,	PUNCT
cet-15074	128	7	naro	naro	NOUN
cet-15074	128	8	a.	a.	NOUN
cet-15074	128	9	,	,	PUNCT
cet-15074	128	10	2021	2021	NUM
cet-15074	128	11	,	,	PUNCT
cet-15074	128	12	comparative	comparative	ADJ
cet-15074	128	13	solutions	solution	NOUN
cet-15074	128	14	of	of	ADP
cet-15074	128	15	exact	exact	ADJ
cet-15074	128	16	and	and	CCONJ
cet-15074	128	17	approximate	approximate	ADJ
cet-15074	128	18	methods	method	NOUN
cet-15074	128	19	for	for	ADP
cet-15074	128	20	traveling	travel	VERB
cet-15074	128	21	salesman	salesman	ADJ
cet-15074	128	22	problem	problem	NOUN
cet-15074	128	23	.	.	PUNCT
cet-15074	129	1	lámpsakos	lámpsakos	ADJ
cet-15074	129	2	,	,	PUNCT
cet-15074	129	3	25	25	NUM
cet-15074	129	4	,	,	PUNCT
cet-15074	129	5	1	1	NUM
cet-15074	129	6	-	-	SYM
cet-15074	129	7	12	12	NUM
cet-15074	129	8	,	,	PUNCT
cet-15074	129	9	doi	doi	NOUN
cet-15074	129	10	:	:	PUNCT
cet-15074	129	11	10.21501/21454086.3804	10.21501/21454086.3804	NUM
cet-15074	129	12	.	.	PUNCT
cet-15074	130	1	chirwa	chirwa	PROPN
cet-15074	130	2	e.m	e.m	PROPN
cet-15074	130	3	.	.	PROPN
cet-15074	130	4	,	,	PUNCT
cet-15074	130	5	molokwane	molokwane	NOUN
cet-15074	130	6	p.e	p.e	PROPN
cet-15074	130	7	.	.	PROPN
cet-15074	130	8	,	,	PUNCT
cet-15074	130	9	brink	brink	PROPN
cet-15074	130	10	h.g	h.g	PROPN
cet-15074	130	11	.	.	PROPN
cet-15074	130	12	,	,	PUNCT
cet-15074	130	13	wang	wang	PROPN
cet-15074	130	14	y.-t	y.-t	PROPN
cet-15074	130	15	.	.	PUNCT
cet-15074	130	16	,	,	PUNCT
cet-15074	130	17	2024	2024	NUM
cet-15074	130	18	,	,	PUNCT
cet-15074	130	19	simulation	simulation	NOUN
cet-15074	130	20	of	of	ADP
cet-15074	130	21	cr(vi	cr(vi	PROPN
cet-15074	130	22	)	)	PUNCT
cet-15074	130	23	removal	removal	NOUN
cet-15074	130	24	in	in	ADP
cet-15074	130	25	a	a	DET
cet-15074	130	26	biofilm	biofilm	NOUN
cet-15074	130	27	reactor	reactor	NOUN
cet-15074	130	28	system	system	NOUN
cet-15074	130	29	and	and	CCONJ
cet-15074	130	30	optimisation	optimisation	NOUN
cet-15074	130	31	using	use	VERB
cet-15074	130	32	an	an	DET
cet-15074	130	33	ecological	ecological	ADJ
cet-15074	130	34	algorithm	algorithm	NOUN
cet-15074	130	35	,	,	PUNCT
cet-15074	130	36	chemical	chemical	NOUN
cet-15074	130	37	engineering	engineering	NOUN
cet-15074	130	38	transactions	transaction	NOUN
cet-15074	130	39	,	,	PUNCT
cet-15074	130	40	110	110	NUM
cet-15074	130	41	,	,	PUNCT
cet-15074	130	42	199	199	NUM
cet-15074	130	43	-	-	SYM
cet-15074	130	44	204	204	NUM
cet-15074	130	45	.	.	PUNCT
cet-15074	131	1	ezugwu	ezugwu	PROPN
cet-15074	131	2	a.e	a.e	PROPN
cet-15074	131	3	.	.	PROPN
cet-15074	131	4	,	,	PUNCT
cet-15074	131	5	shukla	shukla	PROPN
cet-15074	131	6	a.k	a.k	PROPN
cet-15074	131	7	.	.	PROPN
cet-15074	131	8	,	,	PUNCT
cet-15074	131	9	nath	nath	PROPN
cet-15074	131	10	r.	r.	PROPN
cet-15074	131	11	,	,	PUNCT
cet-15074	131	12	2021	2021	NUM
cet-15074	131	13	,	,	PUNCT
cet-15074	131	14	metaheuristics	metaheuristic	NOUN
cet-15074	131	15	:	:	PUNCT
cet-15074	131	16	a	a	DET
cet-15074	131	17	comprehensive	comprehensive	ADJ
cet-15074	131	18	overview	overview	NOUN
cet-15074	131	19	and	and	CCONJ
cet-15074	131	20	classification	classification	NOUN
cet-15074	131	21	along	along	ADP
cet-15074	131	22	with	with	ADP
cet-15074	131	23	bibliometric	bibliometric	ADJ
cet-15074	131	24	analysis	analysis	NOUN
cet-15074	131	25	.	.	PUNCT
cet-15074	132	1	artif	artif	PROPN
cet-15074	132	2	intell	intell	PROPN
cet-15074	132	3	rev	rev	PROPN
cet-15074	132	4	,	,	PUNCT
cet-15074	132	5	54	54	NUM
cet-15074	132	6	,	,	PUNCT
cet-15074	132	7	4237–4316	4237–4316	NUM
cet-15074	132	8	.	.	PUNCT
cet-15074	133	1	jati	jati	PROPN
cet-15074	133	2	g.k	g.k	PROPN
cet-15074	133	3	.	.	PROPN
cet-15074	133	4	,	,	PUNCT
cet-15074	133	5	kuwanto	kuwanto	PROPN
cet-15074	133	6	g.	g.	PROPN
cet-15074	133	7	,	,	PUNCT
cet-15074	133	8	hashmi	hashmi	PROPN
cet-15074	133	9	t.	t.	PROPN
cet-15074	133	10	,	,	PUNCT
cet-15074	133	11	widjaja	widjaja	PROPN
cet-15074	133	12	h.	h.	PROPN
cet-15074	133	13	,	,	PUNCT
cet-15074	133	14	2023	2023	NUM
cet-15074	133	15	,	,	PUNCT
cet-15074	133	16	discrete	discrete	ADJ
cet-15074	133	17	komodo	komodo	NOUN
cet-15074	133	18	algorithm	algorithm	NOUN
cet-15074	133	19	for	for	ADP
cet-15074	133	20	traveling	travel	VERB
cet-15074	133	21	salesman	salesman	ADJ
cet-15074	133	22	problem	problem	NOUN
cet-15074	133	23	.	.	PUNCT
cet-15074	134	1	applied	apply	VERB
cet-15074	134	2	soft	soft	ADJ
cet-15074	134	3	computing	computing	NOUN
cet-15074	134	4	,	,	PUNCT
cet-15074	134	5	139	139	NUM
cet-15074	134	6	,	,	PUNCT
cet-15074	134	7	110219	110219	NUM
cet-15074	134	8	,	,	PUNCT
cet-15074	134	9	issn	issn	PROPN
cet-15074	134	10	1568	1568	NUM
cet-15074	134	11	-	-	SYM
cet-15074	134	12	4946	4946	NUM
cet-15074	134	13	.	.	PUNCT
cet-15074	135	1	joshi	joshi	PROPN
cet-15074	135	2	s.k	s.k	PROPN
cet-15074	135	3	.	.	PROPN
cet-15074	135	4	,	,	PUNCT
cet-15074	135	5	bansal	bansal	PROPN
cet-15074	135	6	j.c	j.c	PROPN
cet-15074	135	7	.	.	PROPN
cet-15074	135	8	,	,	PUNCT
cet-15074	135	9	2020	2020	NUM
cet-15074	135	10	,	,	PUNCT
cet-15074	135	11	parameter	parameter	NOUN
cet-15074	135	12	tuning	tuning	NOUN
cet-15074	135	13	for	for	ADP
cet-15074	135	14	meta	meta	NOUN
cet-15074	135	15	-	-	PUNCT
cet-15074	135	16	heuristics	heuristic	NOUN
cet-15074	135	17	.	.	PUNCT
cet-15074	136	1	knowledge	knowledge	NOUN
cet-15074	136	2	-	-	PUNCT
cet-15074	136	3	based	base	VERB
cet-15074	136	4	systems	system	NOUN
cet-15074	136	5	,	,	PUNCT
cet-15074	136	6	189	189	NUM
cet-15074	136	7	,	,	PUNCT
cet-15074	136	8	105094	105094	NUM
cet-15074	136	9	.	.	PUNCT
cet-15074	137	1	kóczy	kóczy	PROPN
cet-15074	137	2	l.t	l.t	PROPN
cet-15074	137	3	.	.	PROPN
cet-15074	137	4	,	,	PUNCT
cet-15074	137	5	földesi	földesi	PROPN
cet-15074	137	6	p.	p.	PROPN
cet-15074	137	7	,	,	PUNCT
cet-15074	137	8	tüű	tüű	PROPN
cet-15074	137	9	-	-	PUNCT
cet-15074	137	10	szabó	szabó	PROPN
cet-15074	137	11	b.	b.	PROPN
cet-15074	137	12	,	,	PUNCT
cet-15074	137	13	2018	2018	NUM
cet-15074	137	14	,	,	PUNCT
cet-15074	137	15	enhanced	enhance	VERB
cet-15074	137	16	discrete	discrete	ADJ
cet-15074	137	17	bacterial	bacterial	ADJ
cet-15074	137	18	memetic	memetic	ADJ
cet-15074	137	19	evolutionary	evolutionary	ADJ
cet-15074	137	20	algorithm	algorithm	NOUN
cet-15074	137	21	an	an	DET
cet-15074	137	22	efficacious	efficacious	ADJ
cet-15074	137	23	metaheuristic	metaheuristic	NOUN
cet-15074	137	24	for	for	ADP
cet-15074	137	25	the	the	DET
cet-15074	137	26	traveling	travel	VERB
cet-15074	137	27	salesman	salesman	ADJ
cet-15074	137	28	optimization	optimization	NOUN
cet-15074	137	29	.	.	PUNCT
cet-15074	138	1	information	information	NOUN
cet-15074	138	2	sciences	sciences	PROPN
cet-15074	138	3	,	,	PUNCT
cet-15074	138	4	460	460	NUM
cet-15074	138	5	-	-	SYM
cet-15074	138	6	461	461	NUM
cet-15074	138	7	,	,	PUNCT
cet-15074	138	8	389–400	389–400	NUM
cet-15074	138	9	.	.	PUNCT
cet-15074	139	1	lópez	lópez	NOUN
cet-15074	139	2	-	-	PUNCT
cet-15074	139	3	ibáñez	ibáñez	NOUN
cet-15074	139	4	m.	m.	NOUN
cet-15074	139	5	,	,	PUNCT
cet-15074	139	6	stützle	stützle	NOUN
cet-15074	139	7	t.	t.	PROPN
cet-15074	139	8	,	,	PUNCT
cet-15074	139	9	dorigo	dorigo	PROPN
cet-15074	139	10	m.	m.	NOUN
cet-15074	139	11	,	,	PUNCT
cet-15074	139	12	2018	2018	NUM
cet-15074	139	13	,	,	PUNCT
cet-15074	139	14	ant	ant	ADJ
cet-15074	139	15	colony	colony	NOUN
cet-15074	139	16	optimization	optimization	NOUN
cet-15074	139	17	:	:	PUNCT
cet-15074	139	18	a	a	DET
cet-15074	139	19	component	component	NOUN
cet-15074	139	20	-	-	PUNCT
cet-15074	139	21	wise	wise	ADJ
cet-15074	139	22	overview	overview	NOUN
cet-15074	139	23	.	.	PUNCT
cet-15074	140	1	in	in	ADP
cet-15074	140	2	:	:	PUNCT
cet-15074	140	3	martí	martí	PROPN
cet-15074	140	4	,	,	PUNCT
cet-15074	140	5	r.	r.	PROPN
cet-15074	140	6	,	,	PUNCT
cet-15074	140	7	pardalos	pardalo	NOUN
cet-15074	140	8	,	,	PUNCT
cet-15074	140	9	p.	p.	NOUN
cet-15074	140	10	,	,	PUNCT
cet-15074	140	11	resende	resende	NOUN
cet-15074	140	12	,	,	PUNCT
cet-15074	140	13	m.	m.	NOUN
cet-15074	140	14	(	(	PUNCT
cet-15074	140	15	eds	ed	NOUN
cet-15074	140	16	)	)	PUNCT
cet-15074	140	17	,	,	PUNCT
cet-15074	140	18	handbook	handbook	NOUN
cet-15074	140	19	of	of	ADP
cet-15074	140	20	heuristics	heuristic	NOUN
cet-15074	140	21	.	.	PUNCT
cet-15074	141	1	springer	springer	NOUN
cet-15074	141	2	,	,	PUNCT
cet-15074	141	3	cham	cham	PROPN
cet-15074	141	4	,	,	PUNCT
cet-15074	141	5	switzerland	switzerland	PROPN
cet-15074	141	6	.	.	PUNCT
cet-15074	142	1	matai	matai	PROPN
cet-15074	142	2	r.	r.	PROPN
cet-15074	142	3	,	,	PUNCT
cet-15074	142	4	singh	singh	PROPN
cet-15074	142	5	s.	s.	PROPN
cet-15074	142	6	,	,	PUNCT
cet-15074	142	7	lal	lal	PROPN
cet-15074	142	8	m.	m.	NOUN
cet-15074	142	9	,	,	PUNCT
cet-15074	142	10	2010	2010	NUM
cet-15074	142	11	.	.	PUNCT
cet-15074	143	1	traveling	travel	VERB
cet-15074	143	2	salesman	salesman	ADJ
cet-15074	143	3	problem	problem	NOUN
cet-15074	143	4	:	:	PUNCT
cet-15074	143	5	an	an	DET
cet-15074	143	6	overview	overview	NOUN
cet-15074	143	7	of	of	ADP
cet-15074	143	8	applications	application	NOUN
cet-15074	143	9	,	,	PUNCT
cet-15074	143	10	formulations	formulation	NOUN
cet-15074	143	11	,	,	PUNCT
cet-15074	143	12	and	and	CCONJ
cet-15074	143	13	solution	solution	NOUN
cet-15074	143	14	approaches	approach	NOUN
cet-15074	143	15	,	,	PUNCT
cet-15074	143	16	in	in	ADP
cet-15074	143	17	:	:	PUNCT
cet-15074	143	18	davendra	davendra	PROPN
cet-15074	143	19	,	,	PUNCT
cet-15074	143	20	d.	d.	PROPN
cet-15074	143	21	(	(	PUNCT
cet-15074	143	22	ed	ed	NOUN
cet-15074	143	23	.	.	PUNCT
cet-15074	143	24	)	)	PUNCT
cet-15074	143	25	,	,	PUNCT
cet-15074	143	26	traveling	travel	VERB
cet-15074	143	27	salesman	salesman	ADJ
cet-15074	143	28	problem	problem	NOUN
cet-15074	143	29	,	,	PUNCT
cet-15074	143	30	theory	theory	NOUN
cet-15074	143	31	and	and	CCONJ
cet-15074	143	32	applications	application	NOUN
cet-15074	143	33	.	.	PUNCT
cet-15074	144	1	intech	intech	PROPN
cet-15074	144	2	,	,	PUNCT
cet-15074	144	3	doi	doi	PROPN
cet-15074	144	4	:	:	PUNCT
cet-15074	144	5	10.5772/12909	10.5772/12909	NUM
cet-15074	144	6	.	.	PUNCT
cet-15074	144	7	pop	pop	PROPN
cet-15074	144	8	p.c	p.c	PROPN
cet-15074	144	9	.	.	PROPN
cet-15074	144	10	,	,	PUNCT
cet-15074	144	11	cosma	cosma	PROPN
cet-15074	144	12	o.	o.	PROPN
cet-15074	144	13	,	,	PUNCT
cet-15074	144	14	sabo	sabo	PROPN
cet-15074	144	15	c.	c.	PROPN
cet-15074	144	16	,	,	PUNCT
cet-15074	144	17	sitar	sitar	NOUN
cet-15074	144	18	c.p	c.p	PROPN
cet-15074	144	19	.	.	PROPN
cet-15074	144	20	,	,	PUNCT
cet-15074	144	21	2024	2024	NUM
cet-15074	144	22	,	,	PUNCT
cet-15074	144	23	a	a	DET
cet-15074	144	24	comprehensive	comprehensive	ADJ
cet-15074	144	25	survey	survey	NOUN
cet-15074	144	26	on	on	ADP
cet-15074	144	27	the	the	DET
cet-15074	144	28	generalized	generalized	ADJ
cet-15074	144	29	traveling	travel	VERB
cet-15074	144	30	salesman	salesman	ADJ
cet-15074	144	31	problem	problem	NOUN
cet-15074	144	32	.	.	PUNCT
cet-15074	145	1	european	european	ADJ
cet-15074	145	2	journal	journal	PROPN
cet-15074	145	3	of	of	ADP
cet-15074	145	4	operational	operational	ADJ
cet-15074	145	5	research	research	NOUN
cet-15074	145	6	,	,	PUNCT
cet-15074	145	7	314	314	NUM
cet-15074	145	8	,	,	PUNCT
cet-15074	145	9	3	3	NUM
cet-15074	145	10	,	,	PUNCT
cet-15074	145	11	819	819	NUM
cet-15074	145	12	-	-	SYM
cet-15074	145	13	835	835	NUM
cet-15074	145	14	,	,	PUNCT
cet-15074	145	15	issn	issn	PROPN
cet-15074	145	16	0377	0377	NUM
cet-15074	145	17	-	-	SYM
cet-15074	145	18	2217	2217	NUM
cet-15074	145	19	.	.	PUNCT
cet-15074	146	1	shadkam	shadkam	PROPN
cet-15074	146	2	e.	e.	PROPN
cet-15074	146	3	,	,	PUNCT
cet-15074	146	4	2022	2022	NUM
cet-15074	146	5	,	,	PUNCT
cet-15074	146	6	parameter	parameter	NOUN
cet-15074	146	7	setting	setting	NOUN
cet-15074	146	8	of	of	ADP
cet-15074	146	9	meta	meta	ADJ
cet-15074	146	10	-	-	PUNCT
cet-15074	146	11	heuristic	heuristic	ADJ
cet-15074	146	12	algorithms	algorithm	NOUN
cet-15074	146	13	:	:	PUNCT
cet-15074	146	14	a	a	DET
cet-15074	146	15	new	new	ADJ
cet-15074	146	16	hybrid	hybrid	NOUN
cet-15074	146	17	method	method	NOUN
cet-15074	146	18	based	base	VERB
cet-15074	146	19	on	on	ADP
cet-15074	146	20	dea	dea	PROPN
cet-15074	146	21	and	and	CCONJ
cet-15074	146	22	rsm	rsm	PROPN
cet-15074	146	23	.	.	PROPN
cet-15074	146	24	environ	environ	PROPN
cet-15074	146	25	sci	sci	PROPN
cet-15074	146	26	pollut	pollut	PROPN
cet-15074	146	27	res	re	NOUN
cet-15074	146	28	,	,	PUNCT
cet-15074	146	29	29	29	NUM
cet-15074	146	30	,	,	PUNCT
cet-15074	146	31	22404–22426	22404–22426	NUM
cet-15074	146	32	.	.	PUNCT
cet-15074	147	1	swan	swan	PROPN
cet-15074	147	2	j.	j.	PROPN
cet-15074	147	3	,	,	PUNCT
cet-15074	147	4	adriaensen	adriaensen	PROPN
cet-15074	147	5	s.	s.	PROPN
cet-15074	147	6	,	,	PUNCT
cet-15074	147	7	brownlee	brownlee	PROPN
cet-15074	147	8	a.e.i	a.e.i	PROPN
cet-15074	147	9	.	.	PROPN
cet-15074	147	10	,	,	PUNCT
cet-15074	147	11	hammond	hammond	PROPN
cet-15074	147	12	k.	k.	PROPN
cet-15074	147	13	,	,	PUNCT
cet-15074	147	14	johnson	johnson	PROPN
cet-15074	147	15	c.g	c.g	PROPN
cet-15074	147	16	.	.	PROPN
cet-15074	147	17	,	,	PUNCT
cet-15074	147	18	kheiri	kheiri	PROPN
cet-15074	147	19	a.	a.	PROPN
cet-15074	147	20	,	,	PUNCT
cet-15074	147	21	krawiec	krawiec	PROPN
cet-15074	147	22	f.	f.	PROPN
cet-15074	147	23	,	,	PUNCT
cet-15074	147	24	merelo	merelo	PROPN
cet-15074	147	25	j.j	j.j	PROPN
cet-15074	147	26	.	.	PROPN
cet-15074	147	27	,	,	PUNCT
cet-15074	147	28	minku	minku	PROPN
cet-15074	147	29	l.l	l.l	PROPN
cet-15074	147	30	.	.	PROPN
cet-15074	147	31	,	,	PUNCT
cet-15074	147	32	özcan	özcan	PROPN
cet-15074	147	33	e.	e.	PROPN
cet-15074	147	34	,	,	PUNCT
cet-15074	147	35	pappa	pappa	PROPN
cet-15074	147	36	g.l	g.l	PROPN
cet-15074	147	37	.	.	PROPN
cet-15074	147	38	,	,	PUNCT
cet-15074	147	39	garcía	garcía	ADJ
cet-15074	147	40	-	-	PUNCT
cet-15074	147	41	sánchez	sánchez	NOUN
cet-15074	147	42	p.	p.	NOUN
cet-15074	147	43	,	,	PUNCT
cet-15074	147	44	sörensen	sörensen	PROPN
cet-15074	147	45	k.	k.	PROPN
cet-15074	147	46	,	,	PUNCT
cet-15074	147	47	voß	voß	ADP
cet-15074	147	48	s.	s.	PROPN
cet-15074	147	49	,	,	PUNCT
cet-15074	147	50	wagner	wagner	PROPN
cet-15074	147	51	m.	m.	PROPN
cet-15074	147	52	,	,	PUNCT
cet-15074	147	53	white	white	PROPN
cet-15074	147	54	d.r	d.r	PROPN
cet-15074	147	55	.	.	PROPN
cet-15074	147	56	,	,	PUNCT
cet-15074	147	57	2022	2022	NUM
cet-15074	147	58	,	,	PUNCT
cet-15074	147	59	metaheuristics	metaheuristic	NOUN
cet-15074	147	60	“	"	PUNCT
cet-15074	147	61	in	in	ADP
cet-15074	147	62	the	the	DET
cet-15074	147	63	large	large	ADJ
cet-15074	147	64	”	"	PUNCT
cet-15074	147	65	.	.	PUNCT
cet-15074	148	1	european	european	PROPN
cet-15074	148	2	journal	journal	PROPN
cet-15074	148	3	of	of	ADP
cet-15074	148	4	operational	operational	ADJ
cet-15074	148	5	research	research	NOUN
cet-15074	148	6	,	,	PUNCT
cet-15074	148	7	297	297	NUM
cet-15074	148	8	,	,	PUNCT
cet-15074	148	9	2	2	NUM
cet-15074	148	10	,	,	PUNCT
cet-15074	148	11	393	393	NUM
cet-15074	148	12	-	-	SYM
cet-15074	148	13	406	406	NUM
cet-15074	148	14	.	.	PUNCT
cet-15074	149	1	yang	yang	PROPN
cet-15074	149	2	l.	l.	PROPN
cet-15074	149	3	,	,	PUNCT
cet-15074	149	4	wang	wang	PROPN
cet-15074	149	5	y.	y.	PROPN
cet-15074	149	6	,	,	PUNCT
cet-15074	149	7	zhang	zhang	PROPN
cet-15074	149	8	j.	j.	PROPN
cet-15074	149	9	,	,	PUNCT
cet-15074	149	10	2020	2020	NUM
cet-15074	149	11	,	,	PUNCT
cet-15074	149	12	parameter	parameter	NOUN
cet-15074	149	13	analysis	analysis	NOUN
cet-15074	149	14	and	and	CCONJ
cet-15074	149	15	simulation	simulation	NOUN
cet-15074	149	16	experiment	experiment	NOUN
cet-15074	149	17	of	of	ADP
cet-15074	149	18	ant	ant	ADJ
cet-15074	149	19	colony	colony	NOUN
cet-15074	149	20	optimization	optimization	NOUN
cet-15074	149	21	on	on	ADP
cet-15074	149	22	small	small	ADJ
cet-15074	149	23	-	-	PUNCT
cet-15074	149	24	scale	scale	NOUN
cet-15074	149	25	tsp	tsp	NOUN
cet-15074	149	26	problem	problem	NOUN
cet-15074	149	27	.	.	PUNCT
cet-15074	150	1	iop	iop	PROPN
cet-15074	150	2	conf	conf	PROPN
cet-15074	150	3	.	.	PUNCT
cet-15074	151	1	ser	ser	PROPN
cet-15074	151	2	.	.	PUNCT
cet-15074	151	3	:	:	PUNCT
cet-15074	152	1	mater	mater	NOUN
cet-15074	152	2	.	.	PUNCT
cet-15074	153	1	sci	sci	PROPN
cet-15074	153	2	.	.	PUNCT
cet-15074	154	1	eng	eng	PROPN
cet-15074	154	2	.	.	PROPN
cet-15074	154	3	,	,	PUNCT
cet-15074	154	4	768	768	NUM
cet-15074	154	5	,	,	PUNCT
cet-15074	154	6	072095	072095	NUM
cet-15074	154	7	.	.	PUNCT
cet-15074	154	8	1014	1014	NUM