id	sid	tid	token	lemma	pos
bracis-33628	1	1	enhancing	enhance	VERB
bracis-33628	1	2	multiobjective	multiobjective	ADJ
bracis-33628	1	3	genetic	genetic	ADJ
bracis-33628	1	4	algorithms	algorithm	NOUN
bracis-33628	1	5	for	for	ADP
bracis-33628	1	6	 	 	SPACE
bracis-33628	1	7	pharmaceutical	pharmaceutical	NOUN
bracis-33628	1	8	batch	batch	NOUN
bracis-33628	1	9	scheduling	scheduling	NOUN
bracis-33628	1	10	:	:	PUNCT
bracis-33628	1	11	a	a	DET
bracis-33628	1	12	study	study	NOUN
bracis-33628	1	13	on	on	ADP
bracis-33628	1	14	 	 	SPACE
bracis-33628	1	15	partitioned	partition	VERB
bracis-33628	1	16	selection	selection	NOUN
bracis-33628	1	17	with	with	ADP
bracis-33628	1	18	 	 	SPACE
bracis-33628	1	19	constraints	constraint	NOUN
bracis-33628	1	20	and	and	CCONJ
bracis-33628	1	21	 	 	SPACE
bracis-33628	1	22	mutation	mutation	NOUN
bracis-33628	1	23	with	with	ADP
bracis-33628	1	24	 	 	SPACE
bracis-33628	1	25	greedy	greedy	ADJ
bracis-33628	1	26	local	local	ADJ
bracis-33628	1	27	search	search	NOUN
bracis-33628	1	28	strategy	strategy	NOUN
bracis-33628	1	29	|	|	NOUN
bracis-33628	1	30	springer	springer	NOUN
bracis-33628	1	31	nature	nature	PROPN
bracis-33628	1	32	link	link	PROPN
bracis-33628	1	33	(	(	PUNCT
bracis-33628	1	34	formerly	formerly	ADV
bracis-33628	1	35	springerlink	springerlink	NOUN
bracis-33628	1	36	)	)	PUNCT
bracis-33628	1	37	skip	skip	VERB
bracis-33628	1	38	to	to	ADP
bracis-33628	1	39	main	main	ADJ
bracis-33628	1	40	content	content	NOUN
bracis-33628	1	41	advertisement	advertisement	NOUN
bracis-33628	1	42	log	log	NOUN
bracis-33628	1	43	in	in	ADP
bracis-33628	1	44	menu	menu	NOUN
bracis-33628	1	45	find	find	VERB
bracis-33628	1	46	a	a	DET
bracis-33628	1	47	journal	journal	NOUN
bracis-33628	1	48	publish	publish	VERB
bracis-33628	1	49	with	with	ADP
bracis-33628	1	50	us	we	PRON
bracis-33628	1	51	track	track	VERB
bracis-33628	1	52	your	your	PRON
bracis-33628	1	53	research	research	NOUN
bracis-33628	1	54	search	search	NOUN
bracis-33628	1	55	cart	cart	NOUN
bracis-33628	1	56	home	home	NOUN
bracis-33628	1	57	intelligent	intelligent	ADJ
bracis-33628	1	58	systems	system	NOUN
bracis-33628	1	59	conference	conference	NOUN
bracis-33628	1	60	paper	paper	NOUN
bracis-33628	1	61	enhancing	enhance	VERB
bracis-33628	1	62	multiobjective	multiobjective	ADJ
bracis-33628	1	63	genetic	genetic	ADJ
bracis-33628	1	64	algorithms	algorithm	NOUN
bracis-33628	1	65	for	for	ADP
bracis-33628	1	66	 	 	SPACE
bracis-33628	1	67	pharmaceutical	pharmaceutical	NOUN
bracis-33628	1	68	batch	batch	NOUN
bracis-33628	1	69	scheduling	scheduling	NOUN
bracis-33628	1	70	:	:	PUNCT
bracis-33628	1	71	a	a	DET
bracis-33628	1	72	study	study	NOUN
bracis-33628	1	73	on	on	ADP
bracis-33628	1	74	 	 	SPACE
bracis-33628	1	75	partitioned	partition	VERB
bracis-33628	1	76	selection	selection	NOUN
bracis-33628	1	77	with	with	ADP
bracis-33628	1	78	 	 	SPACE
bracis-33628	1	79	constraints	constraint	NOUN
bracis-33628	1	80	and	and	CCONJ
bracis-33628	1	81	 	 	SPACE
bracis-33628	1	82	mutation	mutation	NOUN
bracis-33628	1	83	with	with	ADP
bracis-33628	1	84	 	 	SPACE
bracis-33628	1	85	greedy	greedy	ADJ
bracis-33628	1	86	local	local	ADJ
bracis-33628	1	87	search	search	NOUN
bracis-33628	1	88	strategy	strategy	NOUN
bracis-33628	1	89	conference	conference	NOUN
bracis-33628	1	90	paper	paper	NOUN
bracis-33628	1	91	first	first	ADV
bracis-33628	1	92	online	online	ADV
bracis-33628	1	93	:	:	PUNCT
bracis-33628	1	94	30	30	NUM
bracis-33628	1	95	january	january	NOUN
bracis-33628	1	96	2025	2025	NUM
bracis-33628	2	1	pp	pp	CCONJ
bracis-33628	2	2	214–229	214–229	NUM
bracis-33628	2	3	cite	cite	VERB
bracis-33628	2	4	this	this	DET
bracis-33628	2	5	conference	conference	NOUN
bracis-33628	2	6	paper	paper	NOUN
bracis-33628	2	7	access	access	NOUN
bracis-33628	2	8	provided	provide	VERB
bracis-33628	2	9	by	by	ADP
bracis-33628	2	10	university	university	PROPN
bracis-33628	2	11	of	of	ADP
bracis-33628	2	12	notre	notre	PROPN
bracis-33628	2	13	dame	dame	PROPN
bracis-33628	2	14	hesburgh	hesburgh	PROPN
bracis-33628	2	15	library	library	PROPN
bracis-33628	2	16	download	download	PROPN
bracis-33628	2	17	book	book	NOUN
bracis-33628	2	18	pdf	pdf	PROPN
bracis-33628	2	19	download	download	NOUN
bracis-33628	2	20	book	book	NOUN
bracis-33628	2	21	epub	epub	PROPN
bracis-33628	2	22	intelligent	intelligent	ADJ
bracis-33628	2	23	systems	system	NOUN
bracis-33628	2	24	(	(	PUNCT
bracis-33628	2	25	bracis	bracis	NOUN
bracis-33628	2	26	2024	2024	NUM
bracis-33628	2	27	)	)	PUNCT
bracis-33628	2	28	enhancing	enhance	VERB
bracis-33628	2	29	multiobjective	multiobjective	ADJ
bracis-33628	2	30	genetic	genetic	ADJ
bracis-33628	2	31	algorithms	algorithm	NOUN
bracis-33628	2	32	for	for	ADP
bracis-33628	2	33	 	 	SPACE
bracis-33628	2	34	pharmaceutical	pharmaceutical	NOUN
bracis-33628	2	35	batch	batch	NOUN
bracis-33628	2	36	scheduling	scheduling	NOUN
bracis-33628	2	37	:	:	PUNCT
bracis-33628	2	38	a	a	DET
bracis-33628	2	39	study	study	NOUN
bracis-33628	2	40	on	on	ADP
bracis-33628	2	41	 	 	SPACE
bracis-33628	2	42	partitioned	partition	VERB
bracis-33628	2	43	selection	selection	NOUN
bracis-33628	2	44	with	with	ADP
bracis-33628	2	45	 	 	SPACE
bracis-33628	2	46	constraints	constraint	NOUN
bracis-33628	2	47	and	and	CCONJ
bracis-33628	2	48	 	 	SPACE
bracis-33628	2	49	mutation	mutation	NOUN
bracis-33628	2	50	with	with	ADP
bracis-33628	2	51	 	 	SPACE
bracis-33628	2	52	greedy	greedy	ADJ
bracis-33628	2	53	local	local	ADJ
bracis-33628	2	54	search	search	NOUN
bracis-33628	2	55	strategy	strategy	NOUN
bracis-33628	2	56	download	download	NOUN
bracis-33628	2	57	book	book	NOUN
bracis-33628	2	58	pdf	pdf	PROPN
bracis-33628	2	59	download	download	NOUN
bracis-33628	2	60	book	book	NOUN
bracis-33628	2	61	epub	epub	PROPN
bracis-33628	2	62	debora	debora	PROPN
bracis-33628	2	63	t.	t.	PROPN
bracis-33628	2	64	kohara	kohara	PROPN
bracis-33628	2	65	  	  	SPACE
bracis-33628	2	66	orcid	orcid	NOUN
bracis-33628	2	67	:	:	PUNCT
bracis-33628	2	68	orcid.org/0000-0002-7654-51769	orcid.org/0000-0002-7654-51769	NOUN
bracis-33628	2	69	,	,	PUNCT
bracis-33628	3	1	gina	gina	PROPN
bracis-33628	3	2	m.	m.	PROPN
bracis-33628	3	3	b.	b.	PROPN
bracis-33628	4	1	de	de	PROPN
bracis-33628	4	2	oliveira	oliveira	PROPN
bracis-33628	4	3	  	  	SPACE
bracis-33628	4	4	orcid	orcid	PROPN
bracis-33628	4	5	:	:	PUNCT
bracis-33628	4	6	orcid.org/0000-0003-0384-18799	orcid.org/0000-0003-0384-18799	PROPN
bracis-33628	4	7	&	&	CCONJ
bracis-33628	4	8	luiz	luiz	PROPN
bracis-33628	4	9	g.	g.	PROPN
bracis-33628	4	10	a.	a.	PROPN
bracis-33628	4	11	martins	martins	PROPN
bracis-33628	4	12	  	  	SPACE
bracis-33628	4	13	orcid	orcid	NOUN
bracis-33628	4	14	:	:	PUNCT
bracis-33628	4	15	orcid.org/0000-0003-0168-12939	orcid.org/0000-0003-0168-12939	NOUN
bracis-33628	4	16	  	  	SPACE
bracis-33628	4	17	part	part	NOUN
bracis-33628	4	18	of	of	ADP
bracis-33628	4	19	the	the	DET
bracis-33628	4	20	book	book	NOUN
bracis-33628	4	21	series	series	NOUN
bracis-33628	4	22	:	:	PUNCT
bracis-33628	4	23	lecture	lecture	NOUN
bracis-33628	4	24	notes	note	NOUN
bracis-33628	4	25	in	in	ADP
bracis-33628	4	26	computer	computer	NOUN
bracis-33628	4	27	science	science	NOUN
bracis-33628	4	28	(	(	PUNCT
bracis-33628	4	29	(	(	PUNCT
bracis-33628	4	30	lnai	lnai	ADJ
bracis-33628	4	31	,	,	PUNCT
bracis-33628	4	32	volume	volume	NOUN
bracis-33628	4	33	15414	15414	NUM
bracis-33628	4	34	)	)	PUNCT
bracis-33628	4	35	)	)	PUNCT
bracis-33628	4	36	included	include	VERB
bracis-33628	4	37	in	in	ADP
bracis-33628	4	38	the	the	DET
bracis-33628	4	39	following	follow	VERB
bracis-33628	4	40	conference	conference	NOUN
bracis-33628	4	41	series	series	NOUN
bracis-33628	4	42	:	:	PUNCT
bracis-33628	4	43	brazilian	brazilian	ADJ
bracis-33628	4	44	conference	conference	NOUN
bracis-33628	4	45	on	on	ADP
bracis-33628	4	46	intelligent	intelligent	ADJ
bracis-33628	4	47	systems	system	NOUN
bracis-33628	4	48	374	374	NUM
bracis-33628	4	49	accesses	access	NOUN
bracis-33628	4	50	abstract	abstract	ADJ
bracis-33628	4	51	product	product	NOUN
bracis-33628	4	52	manufacturing	manufacturing	NOUN
bracis-33628	4	53	scheduling	scheduling	NOUN
bracis-33628	4	54	or	or	CCONJ
bracis-33628	4	55	batch	batch	VERB
bracis-33628	4	56	sequencing	sequence	VERB
bracis-33628	4	57	(	(	PUNCT
bracis-33628	4	58	bs	bs	NOUN
bracis-33628	4	59	)	)	PUNCT
bracis-33628	4	60	in	in	ADP
bracis-33628	4	61	real	real	ADJ
bracis-33628	4	62	-	-	PUNCT
bracis-33628	4	63	world	world	NOUN
bracis-33628	4	64	pharmaceutical	pharmaceutical	NOUN
bracis-33628	4	65	manufacturing	manufacturing	NOUN
bracis-33628	4	66	poses	pose	VERB
bracis-33628	4	67	a	a	DET
bracis-33628	4	68	complex	complex	ADJ
bracis-33628	4	69	multiobjective	multiobjective	ADJ
bracis-33628	4	70	optimization	optimization	NOUN
bracis-33628	4	71	challenge	challenge	NOUN
bracis-33628	4	72	,	,	PUNCT
bracis-33628	4	73	intensified	intensify	VERB
bracis-33628	4	74	by	by	ADP
bracis-33628	4	75	constraints	constraint	NOUN
bracis-33628	4	76	and	and	CCONJ
bracis-33628	4	77	uncertain	uncertain	ADJ
bracis-33628	4	78	demands	demand	NOUN
bracis-33628	4	79	.	.	PUNCT
bracis-33628	5	1	these	these	DET
bracis-33628	5	2	problems	problem	NOUN
bracis-33628	5	3	are	be	AUX
bracis-33628	5	4	typically	typically	ADV
bracis-33628	5	5	non	non	ADJ
bracis-33628	5	6	-	-	ADJ
bracis-33628	5	7	linear	linear	ADJ
bracis-33628	5	8	,	,	PUNCT
bracis-33628	5	9	may	may	AUX
bracis-33628	5	10	leading	lead	VERB
bracis-33628	5	11	to	to	ADP
bracis-33628	5	12	low	low	ADJ
bracis-33628	5	13	convergence	convergence	NOUN
bracis-33628	5	14	of	of	ADP
bracis-33628	5	15	feasible	feasible	ADJ
bracis-33628	5	16	solutions	solution	NOUN
bracis-33628	5	17	,	,	PUNCT
bracis-33628	5	18	and	and	CCONJ
bracis-33628	5	19	the	the	DET
bracis-33628	5	20	computationally	computationally	ADV
bracis-33628	5	21	intensive	intensive	ADJ
bracis-33628	5	22	evaluation	evaluation	NOUN
bracis-33628	5	23	functions	function	NOUN
bracis-33628	5	24	may	may	AUX
bracis-33628	5	25	hinder	hinder	VERB
bracis-33628	5	26	the	the	DET
bracis-33628	5	27	adoption	adoption	NOUN
bracis-33628	5	28	of	of	ADP
bracis-33628	5	29	certain	certain	ADJ
bracis-33628	5	30	techniques	technique	NOUN
bracis-33628	5	31	.	.	PUNCT
bracis-33628	6	1	multiobjective	multiobjective	ADJ
bracis-33628	6	2	evolutionary	evolutionary	ADJ
bracis-33628	6	3	algorithms	algorithm	NOUN
bracis-33628	6	4	(	(	PUNCT
bracis-33628	6	5	moeas	moea	NOUN
bracis-33628	6	6	)	)	PUNCT
bracis-33628	6	7	have	have	AUX
bracis-33628	6	8	been	be	AUX
bracis-33628	6	9	explored	explore	VERB
bracis-33628	6	10	due	due	ADP
bracis-33628	6	11	to	to	ADP
bracis-33628	6	12	their	their	PRON
bracis-33628	6	13	flexible	flexible	ADJ
bracis-33628	6	14	and	and	CCONJ
bracis-33628	6	15	efficient	efficient	ADJ
bracis-33628	6	16	operators	operator	NOUN
bracis-33628	6	17	that	that	PRON
bracis-33628	6	18	can	can	AUX
bracis-33628	6	19	be	be	AUX
bracis-33628	6	20	applied	apply	VERB
bracis-33628	6	21	to	to	ADP
bracis-33628	6	22	various	various	ADJ
bracis-33628	6	23	non	non	ADJ
bracis-33628	6	24	-	-	ADJ
bracis-33628	6	25	linear	linear	ADJ
bracis-33628	6	26	multiobjective	multiobjective	ADJ
bracis-33628	6	27	problems	problem	NOUN
bracis-33628	6	28	.	.	PUNCT
bracis-33628	7	1	this	this	DET
bracis-33628	7	2	study	study	NOUN
bracis-33628	7	3	proposes	propose	VERB
bracis-33628	7	4	enhancements	enhancement	NOUN
bracis-33628	7	5	to	to	ADP
bracis-33628	7	6	moea	moea	PROPN
bracis-33628	7	7	operators	operator	NOUN
bracis-33628	7	8	,	,	PUNCT
bracis-33628	7	9	specifically	specifically	ADV
bracis-33628	7	10	a	a	DET
bracis-33628	7	11	selection	selection	NOUN
bracis-33628	7	12	strategy	strategy	NOUN
bracis-33628	7	13	with	with	ADP
bracis-33628	7	14	constraint	constraint	NOUN
bracis-33628	7	15	-	-	PUNCT
bracis-33628	7	16	based	base	VERB
bracis-33628	7	17	partition	partition	NOUN
bracis-33628	7	18	for	for	ADP
bracis-33628	7	19	reinsertion	reinsertion	NOUN
bracis-33628	7	20	to	to	PART
bracis-33628	7	21	improve	improve	VERB
bracis-33628	7	22	diversity	diversity	NOUN
bracis-33628	7	23	and	and	CCONJ
bracis-33628	7	24	exploration	exploration	NOUN
bracis-33628	7	25	,	,	PUNCT
bracis-33628	7	26	and	and	CCONJ
bracis-33628	7	27	a	a	DET
bracis-33628	7	28	greedy	greedy	ADJ
bracis-33628	7	29	local	local	ADJ
bracis-33628	7	30	search	search	NOUN
bracis-33628	7	31	strategy	strategy	NOUN
bracis-33628	7	32	incorporated	incorporate	VERB
bracis-33628	7	33	into	into	ADP
bracis-33628	7	34	the	the	DET
bracis-33628	7	35	mutation	mutation	NOUN
bracis-33628	7	36	operator	operator	NOUN
bracis-33628	7	37	to	to	PART
bracis-33628	7	38	enhance	enhance	VERB
bracis-33628	7	39	the	the	DET
bracis-33628	7	40	exploitation	exploitation	NOUN
bracis-33628	7	41	of	of	ADP
bracis-33628	7	42	the	the	DET
bracis-33628	7	43	most	most	ADV
bracis-33628	7	44	promising	promising	ADJ
bracis-33628	7	45	regions	region	NOUN
bracis-33628	7	46	.	.	PUNCT
bracis-33628	8	1	these	these	DET
bracis-33628	8	2	enhancements	enhancement	NOUN
bracis-33628	8	3	were	be	AUX
bracis-33628	8	4	integrated	integrate	VERB
bracis-33628	8	5	into	into	ADP
bracis-33628	8	6	two	two	NUM
bracis-33628	8	7	models	model	NOUN
bracis-33628	8	8	,	,	PUNCT
bracis-33628	8	9	ps	ps	NOUN
bracis-33628	8	10	-	-	PUNCT
bracis-33628	8	11	re	re	NOUN
bracis-33628	8	12	and	and	CCONJ
bracis-33628	8	13	bl	bl	NOUN
bracis-33628	8	14	-	-	PUNCT
bracis-33628	8	15	bat	bat	NOUN
bracis-33628	8	16	,	,	PUNCT
bracis-33628	8	17	both	both	PRON
bracis-33628	8	18	of	of	ADP
bracis-33628	8	19	which	which	PRON
bracis-33628	8	20	demonstrated	demonstrate	VERB
bracis-33628	8	21	significant	significant	ADJ
bracis-33628	8	22	improvements	improvement	NOUN
bracis-33628	8	23	in	in	ADP
bracis-33628	8	24	the	the	DET
bracis-33628	8	25	performance	performance	NOUN
bracis-33628	8	26	metrics	metric	NOUN
bracis-33628	8	27	compared	compare	VERB
bracis-33628	8	28	to	to	ADP
bracis-33628	8	29	a	a	DET
bracis-33628	8	30	reference	reference	NOUN
bracis-33628	8	31	model	model	NOUN
bracis-33628	8	32	.	.	PUNCT
bracis-33628	9	1	access	access	NOUN
bracis-33628	9	2	provided	provide	VERB
bracis-33628	9	3	by	by	ADP
bracis-33628	9	4	university	university	PROPN
bracis-33628	9	5	of	of	ADP
bracis-33628	9	6	notre	notre	PROPN
bracis-33628	9	7	dame	dame	PROPN
bracis-33628	9	8	hesburgh	hesburgh	PROPN
bracis-33628	9	9	library	library	PROPN
bracis-33628	9	10	.	.	PUNCT
bracis-33628	10	1	download	download	PROPN
bracis-33628	10	2	conference	conference	NOUN
bracis-33628	10	3	paper	paper	NOUN
bracis-33628	10	4	pdf	pdf	NOUN
bracis-33628	10	5	similar	similar	ADJ
bracis-33628	10	6	content	content	NOUN
bracis-33628	10	7	being	be	AUX
bracis-33628	10	8	viewed	view	VERB
bracis-33628	10	9	by	by	ADP
bracis-33628	10	10	others	other	NOUN
bracis-33628	10	11	application	application	NOUN
bracis-33628	10	12	of	of	ADP
bracis-33628	10	13	multi	multi	ADJ
bracis-33628	10	14	-	-	ADJ
bracis-33628	10	15	objective	objective	ADJ
bracis-33628	10	16	optimization	optimization	NOUN
bracis-33628	10	17	in	in	ADP
bracis-33628	10	18	the	the	DET
bracis-33628	10	19	study	study	NOUN
bracis-33628	10	20	of	of	ADP
bracis-33628	10	21	anti	anti	ADJ
bracis-33628	10	22	-	-	ADJ
bracis-33628	10	23	breast	breast	ADJ
bracis-33628	10	24	cancer	cancer	NOUN
bracis-33628	10	25	candidate	candidate	NOUN
bracis-33628	10	26	drugs	drug	NOUN
bracis-33628	10	27	article	article	NOUN
bracis-33628	10	28	open	open	VERB
bracis-33628	10	29	access	access	NOUN
bracis-33628	10	30	11	11	NUM
bracis-33628	10	31	november	november	PROPN
bracis-33628	10	32	2022	2022	NUM
bracis-33628	10	33	hybrid	hybrid	ADJ
bracis-33628	10	34	multiobjective	multiobjective	ADJ
bracis-33628	10	35	evolutionary	evolutionary	ADJ
bracis-33628	10	36	algorithm	algorithm	NOUN
bracis-33628	10	37	with	with	ADP
bracis-33628	10	38	differential	differential	ADJ
bracis-33628	10	39	evolution	evolution	NOUN
bracis-33628	10	40	for	for	ADP
bracis-33628	10	41	process	process	NOUN
bracis-33628	10	42	planning	planning	NOUN
bracis-33628	10	43	and	and	CCONJ
bracis-33628	10	44	scheduling	scheduling	NOUN
bracis-33628	10	45	problem	problem	NOUN
bracis-33628	10	46	chapter	chapter	NOUN
bracis-33628	10	47	©	©	PROPN
bracis-33628	10	48	2018	2018	NUM
bracis-33628	10	49	solving	solve	VERB
bracis-33628	10	50	the	the	DET
bracis-33628	10	51	multi	multi	ADJ
bracis-33628	10	52	-	-	ADJ
bracis-33628	10	53	objective	objective	ADJ
bracis-33628	10	54	flexible	flexible	ADJ
bracis-33628	10	55	job	job	NOUN
bracis-33628	10	56	-	-	PUNCT
bracis-33628	10	57	shop	shop	NOUN
bracis-33628	10	58	scheduling	scheduling	NOUN
bracis-33628	10	59	problem	problem	NOUN
bracis-33628	10	60	with	with	ADP
bracis-33628	10	61	alternative	alternative	ADJ
bracis-33628	10	62	recipes	recipe	NOUN
bracis-33628	10	63	for	for	ADP
bracis-33628	10	64	a	a	DET
bracis-33628	10	65	chemical	chemical	NOUN
bracis-33628	10	66	production	production	NOUN
bracis-33628	10	67	process	process	NOUN
bracis-33628	10	68	chapter	chapter	NOUN
bracis-33628	10	69	©	©	NOUN
bracis-33628	10	70	2019	2019	NUM
bracis-33628	10	71	1	1	NUM
bracis-33628	10	72	introduction	introduction	NOUN
bracis-33628	10	73	since	since	SCONJ
bracis-33628	10	74	the	the	DET
bracis-33628	10	75	early	early	ADJ
bracis-33628	10	76	1990s	1990	NOUN
bracis-33628	10	77	,	,	PUNCT
bracis-33628	10	78	chemical	chemical	NOUN
bracis-33628	10	79	batch	batch	NOUN
bracis-33628	10	80	scheduling	scheduling	NOUN
bracis-33628	10	81	(	(	PUNCT
bracis-33628	10	82	bs	bs	NOUN
bracis-33628	10	83	)	)	PUNCT
bracis-33628	10	84	has	have	AUX
bracis-33628	10	85	been	be	AUX
bracis-33628	10	86	explored	explore	VERB
bracis-33628	10	87	,	,	PUNCT
bracis-33628	10	88	particularly	particularly	ADV
bracis-33628	10	89	considering	consider	VERB
bracis-33628	10	90	the	the	DET
bracis-33628	10	91	inherent	inherent	ADJ
bracis-33628	10	92	uncertainties	uncertainty	NOUN
bracis-33628	10	93	and	and	CCONJ
bracis-33628	10	94	constraints	constraint	NOUN
bracis-33628	10	95	such	such	ADJ
bracis-33628	10	96	as	as	ADP
bracis-33628	10	97	fluctuating	fluctuate	VERB
bracis-33628	10	98	demands	demand	NOUN
bracis-33628	10	99	and	and	CCONJ
bracis-33628	10	100	limited	limited	ADJ
bracis-33628	10	101	capacity	capacity	NOUN
bracis-33628	10	102	.	.	PUNCT
bracis-33628	11	1	several	several	ADJ
bracis-33628	11	2	studies	study	NOUN
bracis-33628	11	3	have	have	AUX
bracis-33628	11	4	investigated	investigate	VERB
bracis-33628	11	5	the	the	DET
bracis-33628	11	6	application	application	NOUN
bracis-33628	11	7	of	of	ADP
bracis-33628	11	8	constrained	constrain	VERB
bracis-33628	11	9	multiobjective	multiobjective	ADJ
bracis-33628	11	10	optimization	optimization	NOUN
bracis-33628	11	11	(	(	PUNCT
bracis-33628	11	12	cmo	cmo	NOUN
bracis-33628	11	13	)	)	PUNCT
bracis-33628	11	14	techniques	technique	NOUN
bracis-33628	11	15	to	to	ADP
bracis-33628	11	16	scheduling	scheduling	NOUN
bracis-33628	11	17	problems	problem	NOUN
bracis-33628	11	18	 	 	SPACE
bracis-33628	12	1	[	[	X
bracis-33628	12	2	6	6	NUM
bracis-33628	12	3	,	,	PUNCT
bracis-33628	12	4	10	10	NUM
bracis-33628	12	5	,	,	PUNCT
bracis-33628	12	6	11	11	NUM
bracis-33628	12	7	,	,	PUNCT
bracis-33628	12	8	14	14	NUM
bracis-33628	12	9	,	,	PUNCT
bracis-33628	12	10	17	17	NUM
bracis-33628	12	11	]	]	PUNCT
bracis-33628	12	12	.	.	PUNCT
bracis-33628	13	1	multiobjective	multiobjective	ADJ
bracis-33628	13	2	evolutionary	evolutionary	ADJ
bracis-33628	13	3	algorithms	algorithm	NOUN
bracis-33628	13	4	(	(	PUNCT
bracis-33628	13	5	moeas	moea	NOUN
bracis-33628	13	6	)	)	PUNCT
bracis-33628	13	7	are	be	AUX
bracis-33628	13	8	frequently	frequently	ADV
bracis-33628	13	9	employed	employ	VERB
bracis-33628	13	10	due	due	ADP
bracis-33628	13	11	to	to	ADP
bracis-33628	13	12	their	their	PRON
bracis-33628	13	13	flexibility	flexibility	NOUN
bracis-33628	13	14	in	in	ADP
bracis-33628	13	15	parallel	parallel	ADJ
bracis-33628	13	16	processing	processing	NOUN
bracis-33628	13	17	and	and	CCONJ
bracis-33628	13	18	their	their	PRON
bracis-33628	13	19	adaptability	adaptability	NOUN
bracis-33628	13	20	to	to	ADP
bracis-33628	13	21	a	a	DET
bracis-33628	13	22	wide	wide	ADJ
bracis-33628	13	23	range	range	NOUN
bracis-33628	13	24	of	of	ADP
bracis-33628	13	25	problem	problem	NOUN
bracis-33628	13	26	domains	domain	NOUN
bracis-33628	13	27	 	 	SPACE
bracis-33628	13	28	[	[	X
bracis-33628	13	29	20	20	NUM
bracis-33628	13	30	]	]	PUNCT
bracis-33628	13	31	.	.	PUNCT
bracis-33628	14	1	numerous	numerous	ADJ
bracis-33628	14	2	optimization	optimization	NOUN
bracis-33628	14	3	approaches	approach	NOUN
bracis-33628	14	4	in	in	ADP
bracis-33628	14	5	pharmaceutical	pharmaceutical	ADJ
bracis-33628	14	6	manufacturing	manufacturing	NOUN
bracis-33628	14	7	,	,	PUNCT
bracis-33628	14	8	particularly	particularly	ADV
bracis-33628	14	9	in	in	ADP
bracis-33628	14	10	areas	area	NOUN
bracis-33628	14	11	of	of	ADP
bracis-33628	14	12	process	process	NOUN
bracis-33628	14	13	planning	planning	NOUN
bracis-33628	14	14	and	and	CCONJ
bracis-33628	14	15	inventory	inventory	NOUN
bracis-33628	14	16	optimizations	optimization	NOUN
bracis-33628	14	17	to	to	PART
bracis-33628	14	18	minimize	minimize	VERB
bracis-33628	14	19	costs	cost	NOUN
bracis-33628	14	20	and	and	CCONJ
bracis-33628	14	21	reduce	reduce	VERB
bracis-33628	14	22	revenue	revenue	NOUN
bracis-33628	14	23	losses	loss	NOUN
bracis-33628	14	24	,	,	PUNCT
bracis-33628	14	25	remain	remain	VERB
bracis-33628	14	26	unexplored	unexplored	ADJ
bracis-33628	14	27	 	 	SPACE
bracis-33628	14	28	[	[	X
bracis-33628	14	29	3	3	NUM
bracis-33628	14	30	,	,	PUNCT
bracis-33628	14	31	10	10	NUM
bracis-33628	14	32	]	]	PUNCT
bracis-33628	14	33	.	.	PUNCT
bracis-33628	15	1	this	this	PRON
bracis-33628	15	2	is	be	AUX
bracis-33628	15	3	evidenced	evidence	VERB
bracis-33628	15	4	in	in	ADP
bracis-33628	15	5	the	the	DET
bracis-33628	15	6	case	case	NOUN
bracis-33628	15	7	of	of	ADP
bracis-33628	15	8	enbrel	enbrel	PROPN
bracis-33628	15	9	pharmaceutical	pharmaceutical	PROPN
bracis-33628	15	10	,	,	PUNCT
bracis-33628	15	11	which	which	PRON
bracis-33628	15	12	experienced	experience	VERB
bracis-33628	15	13	over	over	ADP
bracis-33628	15	14	200	200	NUM
bracis-33628	15	15	million	million	NUM
bracis-33628	15	16	usd	usd	NOUN
bracis-33628	15	17	in	in	ADP
bracis-33628	15	18	lost	lose	VERB
bracis-33628	15	19	revenue	revenue	NOUN
bracis-33628	15	20	 	 	SPACE
bracis-33628	16	1	[	[	X
bracis-33628	16	2	10	10	NUM
bracis-33628	16	3	]	]	PUNCT
bracis-33628	16	4	.	.	PUNCT
bracis-33628	17	1	the	the	DET
bracis-33628	17	2	challenge	challenge	NOUN
bracis-33628	17	3	of	of	ADP
bracis-33628	17	4	real	real	ADJ
bracis-33628	17	5	-	-	PUNCT
bracis-33628	17	6	world	world	NOUN
bracis-33628	17	7	constrained	constrain	VERB
bracis-33628	17	8	non	non	ADJ
bracis-33628	17	9	-	-	ADJ
bracis-33628	17	10	linear	linear	ADJ
bracis-33628	17	11	environments	environment	NOUN
bracis-33628	17	12	has	have	AUX
bracis-33628	17	13	led	lead	VERB
bracis-33628	17	14	to	to	ADP
bracis-33628	17	15	the	the	DET
bracis-33628	17	16	integration	integration	NOUN
bracis-33628	17	17	of	of	ADP
bracis-33628	17	18	problem	problem	NOUN
bracis-33628	17	19	-	-	PUNCT
bracis-33628	17	20	specific	specific	ADJ
bracis-33628	17	21	heuristics	heuristic	NOUN
bracis-33628	17	22	and	and	CCONJ
bracis-33628	17	23	operators	operator	NOUN
bracis-33628	17	24	,	,	PUNCT
bracis-33628	17	25	including	include	VERB
bracis-33628	17	26	local	local	ADJ
bracis-33628	17	27	searches	search	NOUN
bracis-33628	17	28	,	,	PUNCT
bracis-33628	17	29	to	to	PART
bracis-33628	17	30	enhance	enhance	VERB
bracis-33628	17	31	the	the	DET
bracis-33628	17	32	exploration	exploration	NOUN
bracis-33628	17	33	and	and	CCONJ
bracis-33628	17	34	exploitation	exploitation	NOUN
bracis-33628	17	35	of	of	ADP
bracis-33628	17	36	feasible	feasible	ADJ
bracis-33628	17	37	solutions	solution	NOUN
bracis-33628	17	38	,	,	PUNCT
bracis-33628	17	39	thereby	thereby	ADV
bracis-33628	17	40	improving	improve	VERB
bracis-33628	17	41	solution	solution	NOUN
bracis-33628	17	42	quality	quality	NOUN
bracis-33628	17	43	and	and	CCONJ
bracis-33628	17	44	convergence	convergence	NOUN
bracis-33628	17	45	.	.	PUNCT
bracis-33628	18	1	despite	despite	SCONJ
bracis-33628	18	2	the	the	DET
bracis-33628	18	3	high	high	ADJ
bracis-33628	18	4	computational	computational	ADJ
bracis-33628	18	5	cost	cost	NOUN
bracis-33628	18	6	,	,	PUNCT
bracis-33628	18	7	monte	monte	PROPN
bracis-33628	18	8	carlo	carlo	PROPN
bracis-33628	18	9	simulations	simulation	NOUN
bracis-33628	18	10	(	(	PUNCT
bracis-33628	18	11	mcs	mcs	NOUN
bracis-33628	18	12	)	)	PUNCT
bracis-33628	18	13	have	have	AUX
bracis-33628	18	14	been	be	AUX
bracis-33628	18	15	employed	employ	VERB
bracis-33628	18	16	in	in	ADP
bracis-33628	18	17	the	the	DET
bracis-33628	18	18	search	search	NOUN
bracis-33628	18	19	for	for	ADP
bracis-33628	18	20	models	model	NOUN
bracis-33628	18	21	with	with	ADP
bracis-33628	18	22	superior	superior	ADJ
bracis-33628	18	23	performance	performance	NOUN
bracis-33628	18	24	with	with	ADP
bracis-33628	18	25	respect	respect	NOUN
bracis-33628	18	26	to	to	ADP
bracis-33628	18	27	the	the	DET
bracis-33628	18	28	certain	certain	ADJ
bracis-33628	18	29	expected	expect	VERB
bracis-33628	18	30	probabilistic	probabilistic	ADJ
bracis-33628	18	31	distributions	distribution	NOUN
bracis-33628	18	32	.	.	PUNCT
bracis-33628	19	1	in	in	ADP
bracis-33628	19	2	previous	previous	ADJ
bracis-33628	19	3	work	work	NOUN
bracis-33628	19	4	 	 	SPACE
bracis-33628	19	5	[	[	X
bracis-33628	19	6	13	13	NUM
bracis-33628	19	7	]	]	PUNCT
bracis-33628	19	8	,	,	PUNCT
bracis-33628	19	9	we	we	PRON
bracis-33628	19	10	proposed	propose	VERB
bracis-33628	19	11	a	a	DET
bracis-33628	19	12	constrained	constrain	VERB
bracis-33628	19	13	multiobjective	multiobjective	ADJ
bracis-33628	19	14	evolutionary	evolutionary	ADJ
bracis-33628	19	15	approach	approach	NOUN
bracis-33628	19	16	,	,	PUNCT
bracis-33628	19	17	based	base	VERB
bracis-33628	19	18	on	on	ADP
bracis-33628	19	19	nsga	nsga	NOUN
bracis-33628	19	20	-	-	PUNCT
bracis-33628	19	21	ii	ii	NOUN
bracis-33628	19	22	,	,	PUNCT
bracis-33628	19	23	to	to	PART
bracis-33628	19	24	deal	deal	VERB
bracis-33628	19	25	with	with	ADP
bracis-33628	19	26	the	the	DET
bracis-33628	19	27	constrained	constrain	VERB
bracis-33628	19	28	and	and	CCONJ
bracis-33628	19	29	non	non	ADJ
bracis-33628	19	30	-	-	ADJ
bracis-33628	19	31	linear	linear	ADJ
bracis-33628	19	32	pharmaceutical	pharmaceutical	NOUN
bracis-33628	19	33	batch	batch	NOUN
bracis-33628	19	34	scheduling	scheduling	NOUN
bracis-33628	19	35	problem	problem	NOUN
bracis-33628	19	36	.	.	PUNCT
bracis-33628	20	1	we	we	PRON
bracis-33628	20	2	improved	improve	VERB
bracis-33628	20	3	the	the	DET
bracis-33628	20	4	initialization	initialization	NOUN
bracis-33628	20	5	and	and	CCONJ
bracis-33628	20	6	the	the	DET
bracis-33628	20	7	mutation	mutation	NOUN
bracis-33628	20	8	operators	operator	NOUN
bracis-33628	20	9	.	.	PUNCT
bracis-33628	21	1	the	the	DET
bracis-33628	21	2	heuristic	heuristic	NOUN
bracis-33628	21	3	-	-	PUNCT
bracis-33628	21	4	based	base	VERB
bracis-33628	21	5	initialization	initialization	NOUN
bracis-33628	21	6	optimizes	optimize	VERB
bracis-33628	21	7	increases	increase	VERB
bracis-33628	21	8	the	the	DET
bracis-33628	21	9	diversity	diversity	NOUN
bracis-33628	21	10	of	of	ADP
bracis-33628	21	11	the	the	DET
bracis-33628	21	12	initial	initial	ADJ
bracis-33628	21	13	population	population	NOUN
bracis-33628	21	14	and	and	CCONJ
bracis-33628	21	15	incorporates	incorporate	VERB
bracis-33628	21	16	heuristics	heuristic	NOUN
bracis-33628	21	17	for	for	ADP
bracis-33628	21	18	product	product	NOUN
bracis-33628	21	19	sequences	sequence	NOUN
bracis-33628	21	20	to	to	PART
bracis-33628	21	21	minimize	minimize	VERB
bracis-33628	21	22	setup	setup	NOUN
bracis-33628	21	23	times	time	NOUN
bracis-33628	21	24	.	.	PUNCT
bracis-33628	22	1	the	the	DET
bracis-33628	22	2	enhanced	enhance	VERB
bracis-33628	22	3	mutation	mutation	NOUN
bracis-33628	22	4	operator	operator	NOUN
bracis-33628	22	5	consists	consist	VERB
bracis-33628	22	6	of	of	ADP
bracis-33628	22	7	four	four	NUM
bracis-33628	22	8	successive	successive	ADJ
bracis-33628	22	9	operations	operation	NOUN
bracis-33628	22	10	:	:	PUNCT
bracis-33628	22	11	changing	change	VERB
bracis-33628	22	12	products	product	NOUN
bracis-33628	22	13	,	,	PUNCT
bracis-33628	22	14	single	single	ADJ
bracis-33628	22	15	batch	batch	NOUN
bracis-33628	22	16	mutation	mutation	NOUN
bracis-33628	22	17	(	(	PUNCT
bracis-33628	22	18	with	with	ADP
bracis-33628	22	19	addition	addition	NOUN
bracis-33628	22	20	or	or	CCONJ
bracis-33628	22	21	removal	removal	NOUN
bracis-33628	22	22	)	)	PUNCT
bracis-33628	22	23	,	,	PUNCT
bracis-33628	22	24	mutating	mutate	VERB
bracis-33628	22	25	the	the	DET
bracis-33628	22	26	number	number	NOUN
bracis-33628	22	27	of	of	ADP
bracis-33628	22	28	genes	gene	NOUN
bracis-33628	22	29	(	(	PUNCT
bracis-33628	22	30	with	with	ADP
bracis-33628	22	31	addition	addition	NOUN
bracis-33628	22	32	or	or	CCONJ
bracis-33628	22	33	removal	removal	NOUN
bracis-33628	22	34	)	)	PUNCT
bracis-33628	22	35	,	,	PUNCT
bracis-33628	22	36	and	and	CCONJ
bracis-33628	22	37	swapping	swap	VERB
bracis-33628	22	38	gene	gene	NOUN
bracis-33628	22	39	positions	position	NOUN
bracis-33628	22	40	.	.	PUNCT
bracis-33628	23	1	the	the	DET
bracis-33628	23	2	proposed	propose	VERB
bracis-33628	23	3	operators	operator	NOUN
bracis-33628	23	4	improved	improve	VERB
bracis-33628	23	5	significantly	significantly	ADV
bracis-33628	23	6	the	the	DET
bracis-33628	23	7	evaluated	evaluated	ADJ
bracis-33628	23	8	metrics	metric	NOUN
bracis-33628	23	9	\(igd+\	\(igd+\	NOUN
bracis-33628	23	10	)	)	PUNCT
bracis-33628	23	11	,	,	PUNCT
bracis-33628	23	12	e	e	X
bracis-33628	23	13	,	,	PUNCT
bracis-33628	23	14	ns	ns	INTJ
bracis-33628	23	15	compared	compare	VERB
bracis-33628	23	16	to	to	ADP
bracis-33628	23	17	the	the	DET
bracis-33628	23	18	reference	reference	NOUN
bracis-33628	23	19	model	model	NOUN
bracis-33628	23	20	.	.	PUNCT
bracis-33628	24	1	this	this	DET
bracis-33628	24	2	work	work	NOUN
bracis-33628	24	3	proposes	propose	VERB
bracis-33628	24	4	a	a	DET
bracis-33628	24	5	selection	selection	NOUN
bracis-33628	24	6	operator	operator	NOUN
bracis-33628	24	7	with	with	ADP
bracis-33628	24	8	constraint	constraint	NOUN
bracis-33628	24	9	partition	partition	NOUN
bracis-33628	24	10	to	to	PART
bracis-33628	24	11	enhance	enhance	VERB
bracis-33628	24	12	diversity	diversity	NOUN
bracis-33628	24	13	and	and	CCONJ
bracis-33628	24	14	exploration	exploration	NOUN
bracis-33628	24	15	of	of	ADP
bracis-33628	24	16	the	the	DET
bracis-33628	24	17	search	search	NOUN
bracis-33628	24	18	space	space	NOUN
bracis-33628	24	19	,	,	PUNCT
bracis-33628	24	20	and	and	CCONJ
bracis-33628	24	21	an	an	DET
bracis-33628	24	22	improved	improved	ADJ
bracis-33628	24	23	mutation	mutation	NOUN
bracis-33628	24	24	operator	operator	NOUN
bracis-33628	24	25	with	with	ADP
bracis-33628	24	26	a	a	DET
bracis-33628	24	27	greedy	greedy	ADJ
bracis-33628	24	28	local	local	ADJ
bracis-33628	24	29	search	search	NOUN
bracis-33628	24	30	strategy	strategy	NOUN
bracis-33628	24	31	for	for	SCONJ
bracis-33628	24	32	bs	b	NOUN
bracis-33628	24	33	to	to	PART
bracis-33628	24	34	improve	improve	VERB
bracis-33628	24	35	the	the	DET
bracis-33628	24	36	exploitation	exploitation	NOUN
bracis-33628	24	37	of	of	ADP
bracis-33628	24	38	the	the	DET
bracis-33628	24	39	favorable	favorable	ADJ
bracis-33628	24	40	regions	region	NOUN
bracis-33628	24	41	.	.	PUNCT
bracis-33628	25	1	the	the	DET
bracis-33628	25	2	selection	selection	NOUN
bracis-33628	25	3	divides	divide	VERB
bracis-33628	25	4	the	the	DET
bracis-33628	25	5	population	population	NOUN
bracis-33628	25	6	into	into	ADP
bracis-33628	25	7	two	two	NUM
bracis-33628	25	8	subsets	subset	NOUN
bracis-33628	25	9	to	to	PART
bracis-33628	25	10	be	be	AUX
bracis-33628	25	11	evaluated	evaluate	VERB
bracis-33628	25	12	for	for	ADP
bracis-33628	25	13	reinsertion	reinsertion	NOUN
bracis-33628	25	14	using	use	VERB
bracis-33628	25	15	constrained	constrain	VERB
bracis-33628	25	16	and	and	CCONJ
bracis-33628	25	17	unconstrained	unconstrained	ADJ
bracis-33628	25	18	criteria	criterion	NOUN
bracis-33628	25	19	.	.	PUNCT
bracis-33628	26	1	for	for	ADP
bracis-33628	26	2	costly	costly	ADJ
bracis-33628	26	3	fitness	fitness	NOUN
bracis-33628	26	4	calculations	calculation	NOUN
bracis-33628	26	5	(	(	PUNCT
bracis-33628	26	6	as	as	ADP
bracis-33628	26	7	in	in	ADP
bracis-33628	26	8	the	the	DET
bracis-33628	26	9	case	case	NOUN
bracis-33628	26	10	of	of	ADP
bracis-33628	26	11	mcs	mcs	PROPN
bracis-33628	26	12	)	)	PUNCT
bracis-33628	26	13	,	,	PUNCT
bracis-33628	26	14	maintaining	maintain	VERB
bracis-33628	26	15	the	the	DET
bracis-33628	26	16	best	good	ADJ
bracis-33628	26	17	invalid	invalid	ADJ
bracis-33628	26	18	individuals	individual	NOUN
bracis-33628	26	19	could	could	AUX
bracis-33628	26	20	lead	lead	VERB
bracis-33628	26	21	to	to	ADP
bracis-33628	26	22	better	well	ADJ
bracis-33628	26	23	valid	valid	ADJ
bracis-33628	26	24	individuals	individual	NOUN
bracis-33628	26	25	.	.	PUNCT
bracis-33628	27	1	the	the	DET
bracis-33628	27	2	mutation	mutation	NOUN
bracis-33628	27	3	operator	operator	NOUN
bracis-33628	27	4	incorporates	incorporate	VERB
bracis-33628	27	5	a	a	DET
bracis-33628	27	6	greedy	greedy	ADJ
bracis-33628	27	7	local	local	ADJ
bracis-33628	27	8	search	search	NOUN
bracis-33628	27	9	strategy	strategy	NOUN
bracis-33628	27	10	for	for	ADP
bracis-33628	27	11	adjusting	adjust	VERB
bracis-33628	27	12	batch	batch	NOUN
bracis-33628	27	13	numbers	number	NOUN
bracis-33628	27	14	when	when	SCONJ
bracis-33628	27	15	new	new	ADJ
bracis-33628	27	16	genes	gene	NOUN
bracis-33628	27	17	are	be	AUX
bracis-33628	27	18	added	add	VERB
bracis-33628	27	19	,	,	PUNCT
bracis-33628	27	20	it	it	PRON
bracis-33628	27	21	leveraging	leverage	VERB
bracis-33628	27	22	information	information	NOUN
bracis-33628	27	23	from	from	ADP
bracis-33628	27	24	the	the	DET
bracis-33628	27	25	population	population	NOUN
bracis-33628	27	26	about	about	ADP
bracis-33628	27	27	the	the	DET
bracis-33628	27	28	average	average	ADJ
bracis-33628	27	29	batch	batch	NOUN
bracis-33628	27	30	count	count	NOUN
bracis-33628	27	31	for	for	ADP
bracis-33628	27	32	the	the	DET
bracis-33628	27	33	selected	select	VERB
bracis-33628	27	34	product	product	NOUN
bracis-33628	27	35	.	.	PUNCT
bracis-33628	28	1	it	it	PRON
bracis-33628	28	2	iteratively	iteratively	ADV
bracis-33628	28	3	explores	explore	VERB
bracis-33628	28	4	batch	batch	VERB
bracis-33628	28	5	increments	increment	NOUN
bracis-33628	28	6	or	or	CCONJ
bracis-33628	28	7	decrements	decrement	NOUN
bracis-33628	28	8	based	base	VERB
bracis-33628	28	9	on	on	ADP
bracis-33628	28	10	constraints	constraint	NOUN
bracis-33628	28	11	and	and	CCONJ
bracis-33628	28	12	division	division	NOUN
bracis-33628	28	13	criteria	criterion	NOUN
bracis-33628	28	14	.	.	PUNCT
bracis-33628	29	1	experiments	experiment	NOUN
bracis-33628	29	2	were	be	AUX
bracis-33628	29	3	carried	carry	VERB
bracis-33628	29	4	out	out	ADP
bracis-33628	29	5	in	in	ADP
bracis-33628	29	6	order	order	NOUN
bracis-33628	29	7	to	to	PART
bracis-33628	29	8	compare	compare	VERB
bracis-33628	29	9	the	the	DET
bracis-33628	29	10	enhanced	enhance	VERB
bracis-33628	29	11	moea	moea	NOUN
bracis-33628	29	12	in	in	ADP
bracis-33628	29	13	relation	relation	NOUN
bracis-33628	29	14	of	of	ADP
bracis-33628	29	15	the	the	DET
bracis-33628	29	16	previous	previous	ADJ
bracis-33628	29	17	approach	approach	NOUN
bracis-33628	29	18	(	(	PUNCT
bracis-33628	29	19	reference	reference	NOUN
bracis-33628	29	20	model	model	NOUN
bracis-33628	29	21	)	)	PUNCT
bracis-33628	29	22	,	,	PUNCT
bracis-33628	29	23	using	use	VERB
bracis-33628	29	24	different	different	ADJ
bracis-33628	29	25	performance	performance	NOUN
bracis-33628	29	26	metrics	metric	NOUN
bracis-33628	29	27	,	,	PUNCT
bracis-33628	29	28	such	such	ADJ
bracis-33628	29	29	as	as	ADP
bracis-33628	29	30	hypervolume	hypervolume	NOUN
bracis-33628	29	31	(	(	PUNCT
bracis-33628	29	32	hv	hv	NOUN
bracis-33628	29	33	)	)	PUNCT
bracis-33628	29	34	,	,	PUNCT
bracis-33628	29	35	inverted	invert	VERB
bracis-33628	29	36	generational	generational	ADJ
bracis-33628	29	37	distance	distance	NOUN
bracis-33628	29	38	plus	plus	CCONJ
bracis-33628	29	39	(	(	PUNCT
bracis-33628	29	40	igd+	igd+	NOUN
bracis-33628	29	41	)	)	PUNCT
bracis-33628	29	42	,	,	PUNCT
bracis-33628	29	43	error	error	NOUN
bracis-33628	29	44	rate	rate	NOUN
bracis-33628	29	45	(	(	PUNCT
bracis-33628	29	46	e	e	NOUN
bracis-33628	29	47	)	)	PUNCT
bracis-33628	29	48	,	,	PUNCT
bracis-33628	29	49	coverage	coverage	NOUN
bracis-33628	29	50	of	of	ADP
bracis-33628	29	51	two	two	NUM
bracis-33628	29	52	solution	solution	NOUN
bracis-33628	29	53	sets	set	NOUN
bracis-33628	29	54	(	(	PUNCT
bracis-33628	29	55	cs	cs	ADJ
bracis-33628	29	56	)	)	PUNCT
bracis-33628	29	57	,	,	PUNCT
bracis-33628	29	58	and	and	CCONJ
bracis-33628	29	59	the	the	DET
bracis-33628	29	60	number	number	NOUN
bracis-33628	29	61	of	of	ADP
bracis-33628	29	62	valid	valid	ADJ
bracis-33628	29	63	solutions	solution	NOUN
bracis-33628	29	64	(	(	PUNCT
bracis-33628	29	65	ns	ns	NUM
bracis-33628	29	66	)	)	PUNCT
bracis-33628	29	67	.	.	PUNCT
bracis-33628	30	1	we	we	PRON
bracis-33628	30	2	evaluated	evaluate	VERB
bracis-33628	30	3	two	two	NUM
bracis-33628	30	4	models	model	NOUN
bracis-33628	30	5	:	:	PUNCT
bracis-33628	30	6	ps	ps	NOUN
bracis-33628	30	7	-	-	PUNCT
bracis-33628	30	8	re	re	PROPN
bracis-33628	30	9	model	model	NOUN
bracis-33628	30	10	integrated	integrate	VERB
bracis-33628	30	11	the	the	DET
bracis-33628	30	12	partitioned	partition	VERB
bracis-33628	30	13	selection	selection	NOUN
bracis-33628	30	14	with	with	ADP
bracis-33628	30	15	constraints	constraint	NOUN
bracis-33628	30	16	for	for	ADP
bracis-33628	30	17	reinsertion	reinsertion	NOUN
bracis-33628	30	18	,	,	PUNCT
bracis-33628	30	19	while	while	SCONJ
bracis-33628	30	20	the	the	DET
bracis-33628	30	21	bl	bl	NOUN
bracis-33628	30	22	-	-	PUNCT
bracis-33628	30	23	bat	bat	NOUN
bracis-33628	30	24	model	model	NOUN
bracis-33628	30	25	incorporated	incorporate	VERB
bracis-33628	30	26	the	the	DET
bracis-33628	30	27	greedy	greedy	ADJ
bracis-33628	30	28	local	local	ADJ
bracis-33628	30	29	search	search	NOUN
bracis-33628	30	30	for	for	ADP
bracis-33628	30	31	the	the	DET
bracis-33628	30	32	mutation	mutation	NOUN
bracis-33628	30	33	operator	operator	NOUN
bracis-33628	30	34	.	.	PUNCT
bracis-33628	31	1	both	both	DET
bracis-33628	31	2	models	model	NOUN
bracis-33628	31	3	demonstrated	demonstrate	VERB
bracis-33628	31	4	significant	significant	ADJ
bracis-33628	31	5	improvements	improvement	NOUN
bracis-33628	31	6	compared	compare	VERB
bracis-33628	31	7	to	to	ADP
bracis-33628	31	8	the	the	DET
bracis-33628	31	9	reference	reference	NOUN
bracis-33628	31	10	model	model	NOUN
bracis-33628	31	11	(	(	PUNCT
bracis-33628	31	12	ini	ini	PROPN
bracis-33628	31	13	-	-	PROPN
bracis-33628	31	14	heu	heu	PROPN
bracis-33628	31	15	)	)	PUNCT
bracis-33628	31	16	.	.	PUNCT
bracis-33628	32	1	the	the	DET
bracis-33628	32	2	ps	ps	PROPN
bracis-33628	32	3	-	-	PUNCT
bracis-33628	32	4	re	re	NOUN
bracis-33628	32	5	model	model	NOUN
bracis-33628	32	6	improved	improve	VERB
bracis-33628	32	7	e	e	NOUN
bracis-33628	32	8	by	by	ADP
bracis-33628	32	9	10.4	10.4	NUM
bracis-33628	32	10	%	%	NOUN
bracis-33628	32	11	and	and	CCONJ
bracis-33628	32	12	igd+	igd+	VERB
bracis-33628	32	13	by	by	ADP
bracis-33628	32	14	34.2	34.2	NUM
bracis-33628	32	15	%	%	NOUN
bracis-33628	32	16	,	,	PUNCT
bracis-33628	32	17	while	while	SCONJ
bracis-33628	32	18	bl	bl	NOUN
bracis-33628	32	19	-	-	PUNCT
bracis-33628	32	20	bat	bat	NOUN
bracis-33628	32	21	achieved	achieve	VERB
bracis-33628	32	22	even	even	ADV
bracis-33628	32	23	more	more	ADV
bracis-33628	32	24	significant	significant	ADJ
bracis-33628	32	25	results	result	NOUN
bracis-33628	32	26	with	with	ADP
bracis-33628	32	27	a	a	DET
bracis-33628	32	28	reduction	reduction	NOUN
bracis-33628	32	29	in	in	ADP
bracis-33628	32	30	e	e	NOUN
bracis-33628	32	31	by	by	ADP
bracis-33628	32	32	13.8	13.8	NUM
bracis-33628	32	33	%	%	NOUN
bracis-33628	32	34	and	and	CCONJ
bracis-33628	32	35	an	an	DET
bracis-33628	32	36	improvement	improvement	NOUN
bracis-33628	32	37	in	in	ADP
bracis-33628	32	38	igd+	igd+	NOUN
bracis-33628	32	39	by	by	ADP
bracis-33628	32	40	37.8	37.8	NUM
bracis-33628	32	41	%	%	NOUN
bracis-33628	32	42	.	.	PUNCT
bracis-33628	33	1	2	2	NUM
bracis-33628	33	2	problem	problem	NOUN
bracis-33628	33	3	definition	definition	NOUN
bracis-33628	33	4	multiobjective	multiobjective	ADJ
bracis-33628	33	5	optimization	optimization	NOUN
bracis-33628	33	6	problems	problem	NOUN
bracis-33628	33	7	(	(	PUNCT
bracis-33628	33	8	mops	mop	NOUN
bracis-33628	33	9	)	)	PUNCT
bracis-33628	33	10	aim	aim	VERB
bracis-33628	33	11	to	to	PART
bracis-33628	33	12	find	find	VERB
bracis-33628	33	13	optimal	optimal	ADJ
bracis-33628	33	14	solutions	solution	NOUN
bracis-33628	33	15	\(x_i\	\(x_i\	NOUN
bracis-33628	33	16	)	)	PUNCT
bracis-33628	33	17	for	for	ADP
bracis-33628	33	18	a	a	DET
bracis-33628	33	19	vector	vector	NOUN
bracis-33628	33	20	of	of	ADP
bracis-33628	33	21	j	j	PROPN
bracis-33628	33	22	objectives	objective	NOUN
bracis-33628	33	23	\(f_j\	\(f_j\	PROPN
bracis-33628	33	24	)	)	PUNCT
bracis-33628	33	25	.	.	PUNCT
bracis-33628	34	1	the	the	DET
bracis-33628	34	2	complexity	complexity	NOUN
bracis-33628	34	3	arises	arise	VERB
bracis-33628	34	4	when	when	SCONJ
bracis-33628	34	5	comparing	compare	VERB
bracis-33628	34	6	solutions	solution	NOUN
bracis-33628	34	7	,	,	PUNCT
bracis-33628	34	8	as	as	SCONJ
bracis-33628	34	9	one	one	NUM
bracis-33628	34	10	solution	solution	NOUN
bracis-33628	34	11	may	may	AUX
bracis-33628	34	12	outperform	outperform	VERB
bracis-33628	34	13	another	another	PRON
bracis-33628	34	14	across	across	ADP
bracis-33628	34	15	different	different	ADJ
bracis-33628	34	16	objectives	objective	NOUN
bracis-33628	34	17	.	.	PUNCT
bracis-33628	35	1	in	in	ADP
bracis-33628	35	2	this	this	DET
bracis-33628	35	3	regard	regard	NOUN
bracis-33628	35	4	,	,	PUNCT
bracis-33628	35	5	the	the	DET
bracis-33628	35	6	concept	concept	NOUN
bracis-33628	35	7	of	of	ADP
bracis-33628	35	8	pareto	pareto	ADJ
bracis-33628	35	9	dominance	dominance	NOUN
bracis-33628	35	10	and	and	CCONJ
bracis-33628	35	11	the	the	DET
bracis-33628	35	12	pareto	pareto	ADJ
bracis-33628	35	13	optimal	optimal	ADJ
bracis-33628	35	14	set	set	NOUN
bracis-33628	35	15	are	be	AUX
bracis-33628	35	16	typically	typically	ADV
bracis-33628	35	17	used	use	VERB
bracis-33628	35	18	for	for	ADP
bracis-33628	35	19	ranking	rank	VERB
bracis-33628	35	20	[	[	X
bracis-33628	35	21	19	19	NUM
bracis-33628	35	22	]	]	PUNCT
bracis-33628	35	23	.	.	PUNCT
bracis-33628	36	1	a	a	DET
bracis-33628	36	2	solution	solution	NOUN
bracis-33628	36	3	\(x_1\	\(x_1\	PROPN
bracis-33628	36	4	)	)	PUNCT
bracis-33628	36	5	dominates	dominate	VERB
bracis-33628	36	6	\(x_2\	\(x_2\	PROPN
bracis-33628	36	7	)	)	PUNCT
bracis-33628	36	8	,	,	PUNCT
bracis-33628	36	9	or	or	CCONJ
bracis-33628	36	10	\(x_2\	\(x_2\	PROPN
bracis-33628	36	11	)	)	PUNCT
bracis-33628	36	12	is	be	AUX
bracis-33628	36	13	dominated	dominate	VERB
bracis-33628	36	14	by	by	ADP
bracis-33628	36	15	\(x_1\	\(x_1\	PROPN
bracis-33628	36	16	)	)	PUNCT
bracis-33628	36	17	,	,	PUNCT
bracis-33628	36	18	if	if	SCONJ
bracis-33628	36	19	it	it	PRON
bracis-33628	36	20	is	be	AUX
bracis-33628	36	21	no	no	ADV
bracis-33628	36	22	worse	bad	ADJ
bracis-33628	36	23	than	than	ADP
bracis-33628	36	24	\(x_2\	\(x_2\	PROPN
bracis-33628	36	25	)	)	PUNCT
bracis-33628	36	26	for	for	ADP
bracis-33628	36	27	all	all	DET
bracis-33628	36	28	j	j	PROPN
bracis-33628	36	29	objectives	objective	NOUN
bracis-33628	36	30	\(f_j(x_1	\(f_j(x_1	PROPN
bracis-33628	36	31	)	)	PUNCT
bracis-33628	36	32	\ge	\ge	PROPN
bracis-33628	36	33	f_j(x_2)\	f_j(x_2)\	PROPN
bracis-33628	36	34	)	)	PUNCT
bracis-33628	36	35	,	,	PUNCT
bracis-33628	36	36	and	and	CCONJ
bracis-33628	36	37	superior	superior	ADJ
bracis-33628	36	38	in	in	ADP
bracis-33628	36	39	at	at	ADV
bracis-33628	36	40	least	least	ADV
bracis-33628	36	41	one	one	NUM
bracis-33628	36	42	\(j	\(j	NUM
bracis-33628	36	43	\in	\in	PROPN
bracis-33628	36	44	j\	j\	PROPN
bracis-33628	36	45	)	)	PUNCT
bracis-33628	36	46	(	(	PUNCT
bracis-33628	36	47	\(f_j(x_1	\(f_j(x_1	PROPN
bracis-33628	36	48	)	)	PUNCT
bracis-33628	36	49	>	>	X
bracis-33628	36	50	f_j(x_2)\	f_j(x_2)\	PROPN
bracis-33628	36	51	)	)	PUNCT
bracis-33628	36	52	)	)	PUNCT
bracis-33628	36	53	.	.	PUNCT
bracis-33628	37	1	otherwise	otherwise	ADV
bracis-33628	37	2	\(x_1\	\(x_1\	PROPN
bracis-33628	37	3	)	)	PUNCT
bracis-33628	37	4	does	do	AUX
bracis-33628	37	5	not	not	PART
bracis-33628	37	6	dominate	dominate	VERB
bracis-33628	37	7	\(x_2\	\(x_2\	PROPN
bracis-33628	37	8	)	)	PUNCT
bracis-33628	37	9	.	.	PUNCT
bracis-33628	38	1	a	a	DET
bracis-33628	38	2	set	set	NOUN
bracis-33628	38	3	of	of	ADP
bracis-33628	38	4	non	non	ADJ
bracis-33628	38	5	-	-	ADJ
bracis-33628	38	6	dominated	dominated	ADJ
bracis-33628	38	7	solutions	solution	NOUN
bracis-33628	38	8	,	,	PUNCT
bracis-33628	38	9	known	know	VERB
bracis-33628	38	10	as	as	ADP
bracis-33628	38	11	pareto	pareto	ADJ
bracis-33628	38	12	optimal	optimal	ADJ
bracis-33628	38	13	\(p^*\	\(p^*\	NOUN
bracis-33628	38	14	)	)	PUNCT
bracis-33628	38	15	,	,	PUNCT
bracis-33628	38	16	exists	exist	VERB
bracis-33628	38	17	if	if	SCONJ
bracis-33628	38	18	no	no	DET
bracis-33628	38	19	solution	solution	NOUN
bracis-33628	38	20	within	within	ADP
bracis-33628	38	21	the	the	DET
bracis-33628	38	22	search	search	NOUN
bracis-33628	38	23	space	space	NOUN
bracis-33628	38	24	dominates	dominate	VERB
bracis-33628	38	25	any	any	PRON
bracis-33628	38	26	in	in	ADP
bracis-33628	38	27	\(p^*\	\(p^*\	NOUN
bracis-33628	38	28	)	)	PUNCT
bracis-33628	38	29	 	 	SPACE
bracis-33628	39	1	[	[	X
bracis-33628	39	2	4	4	NUM
bracis-33628	39	3	]	]	PUNCT
bracis-33628	39	4	.	.	PUNCT
bracis-33628	40	1	moeas	moeas	PROPN
bracis-33628	40	2	aim	aim	VERB
bracis-33628	40	3	to	to	PART
bracis-33628	40	4	identify	identify	VERB
bracis-33628	40	5	\(p^*\	\(p^*\	NOUN
bracis-33628	40	6	)	)	PUNCT
bracis-33628	40	7	or	or	CCONJ
bracis-33628	40	8	its	its	PRON
bracis-33628	40	9	subset	subset	NOUN
bracis-33628	40	10	,	,	PUNCT
bracis-33628	40	11	ensuring	ensure	VERB
bracis-33628	40	12	close	close	ADJ
bracis-33628	40	13	approximation	approximation	NOUN
bracis-33628	40	14	to	to	ADP
bracis-33628	40	15	the	the	DET
bracis-33628	40	16	true	true	ADJ
bracis-33628	40	17	pareto	pareto	ADJ
bracis-33628	40	18	front	front	NOUN
bracis-33628	40	19	.	.	PUNCT
bracis-33628	41	1	fig	fig	NOUN
bracis-33628	41	2	.	.	PUNCT
bracis-33628	42	1	1	1	X
bracis-33628	42	2	.	.	X
bracis-33628	42	3	decoding	decode	VERB
bracis-33628	42	4	of	of	ADP
bracis-33628	42	5	chromossome	chromossome	NOUN
bracis-33628	42	6	.	.	PUNCT
bracis-33628	43	1	full	full	ADJ
bracis-33628	43	2	size	size	NOUN
bracis-33628	43	3	image	image	NOUN
bracis-33628	43	4	a	a	DET
bracis-33628	43	5	production	production	NOUN
bracis-33628	43	6	plan	plan	NOUN
bracis-33628	43	7	(	(	PUNCT
bracis-33628	43	8	pp	pp	ADJ
bracis-33628	43	9	)	)	PUNCT
bracis-33628	43	10	specifies	specify	VERB
bracis-33628	43	11	a	a	DET
bracis-33628	43	12	sequence	sequence	NOUN
bracis-33628	43	13	and	and	CCONJ
bracis-33628	43	14	quantity	quantity	NOUN
bracis-33628	43	15	of	of	ADP
bracis-33628	43	16	product	product	NOUN
bracis-33628	43	17	batches	batch	NOUN
bracis-33628	43	18	,	,	PUNCT
bracis-33628	43	19	considering	consider	VERB
bracis-33628	43	20	the	the	DET
bracis-33628	43	21	costs	cost	NOUN
bracis-33628	43	22	of	of	ADP
bracis-33628	43	23	product	product	NOUN
bracis-33628	43	24	transitions	transition	NOUN
bracis-33628	43	25	on	on	ADP
bracis-33628	43	26	the	the	DET
bracis-33628	43	27	production	production	NOUN
bracis-33628	43	28	line	line	NOUN
bracis-33628	43	29	.	.	PUNCT
bracis-33628	44	1	utilizing	utilize	VERB
bracis-33628	44	2	real	real	ADJ
bracis-33628	44	3	-	-	PUNCT
bracis-33628	44	4	world	world	NOUN
bracis-33628	44	5	data	datum	NOUN
bracis-33628	44	6	from	from	ADP
bracis-33628	44	7	[	[	X
bracis-33628	44	8	10	10	NUM
bracis-33628	44	9	]	]	PUNCT
bracis-33628	44	10	,	,	PUNCT
bracis-33628	44	11	the	the	DET
bracis-33628	44	12	production	production	NOUN
bracis-33628	44	13	of	of	ADP
bracis-33628	44	14	two	two	NUM
bracis-33628	44	15	batches	batch	NOUN
bracis-33628	44	16	each	each	PRON
bracis-33628	44	17	of	of	ADP
bracis-33628	44	18	products	product	NOUN
bracis-33628	44	19	a	a	PRON
bracis-33628	44	20	and	and	CCONJ
bracis-33628	44	21	b	b	NOUN
bracis-33628	44	22	spans	span	NOUN
bracis-33628	44	23	91	91	NUM
bracis-33628	44	24	days	day	NOUN
bracis-33628	44	25	.	.	PUNCT
bracis-33628	45	1	upstream	upstream	ADJ
bracis-33628	45	2	processing	processing	NOUN
bracis-33628	45	3	(	(	PUNCT
bracis-33628	45	4	usp	usp	NOUN
bracis-33628	45	5	)	)	PUNCT
bracis-33628	45	6	for	for	ADP
bracis-33628	45	7	product	product	NOUN
bracis-33628	45	8	a	a	PRON
bracis-33628	45	9	,	,	PUNCT
bracis-33628	45	10	including	include	VERB
bracis-33628	45	11	inoculation	inoculation	NOUN
bracis-33628	45	12	and	and	CCONJ
bracis-33628	45	13	seed	seed	NOUN
bracis-33628	45	14	phases	phase	NOUN
bracis-33628	45	15	,	,	PUNCT
bracis-33628	45	16	takes	take	VERB
bracis-33628	45	17	59	59	NUM
bracis-33628	45	18	days	day	NOUN
bracis-33628	45	19	,	,	PUNCT
bracis-33628	45	20	followed	follow	VERB
bracis-33628	45	21	by	by	ADP
bracis-33628	45	22	7	7	NUM
bracis-33628	45	23	days	day	NOUN
bracis-33628	45	24	for	for	ADP
bracis-33628	45	25	each	each	DET
bracis-33628	45	26	downstream	downstream	ADJ
bracis-33628	45	27	processing	processing	NOUN
bracis-33628	45	28	(	(	PUNCT
bracis-33628	45	29	dsp	dsp	NOUN
bracis-33628	45	30	)	)	PUNCT
bracis-33628	45	31	batch	batch	NOUN
bracis-33628	45	32	.	.	PUNCT
bracis-33628	46	1	a	a	DET
bracis-33628	46	2	10	10	NUM
bracis-33628	46	3	-	-	PUNCT
bracis-33628	46	4	day	day	NOUN
bracis-33628	46	5	downtime	downtime	NOUN
bracis-33628	46	6	is	be	AUX
bracis-33628	46	7	allocated	allocate	VERB
bracis-33628	46	8	for	for	ADP
bracis-33628	46	9	changeovers	changeover	NOUN
bracis-33628	46	10	,	,	PUNCT
bracis-33628	46	11	with	with	ADP
bracis-33628	46	12	product	product	NOUN
bracis-33628	46	13	b	b	PROPN
bracis-33628	46	14	’s	’s	ADV
bracis-33628	46	15	usp	usp	NOUN
bracis-33628	46	16	potentially	potentially	ADV
bracis-33628	46	17	overlapping	overlap	VERB
bracis-33628	46	18	with	with	ADP
bracis-33628	46	19	a	a	DET
bracis-33628	46	20	’s	’s	ADJ
bracis-33628	46	21	production	production	NOUN
bracis-33628	46	22	(	(	PUNCT
bracis-33628	46	23	fig	fig	NOUN
bracis-33628	46	24	.	.	PUNCT
bracis-33628	46	25	 	 	SPACE
bracis-33628	46	26	1	1	NUM
bracis-33628	46	27	)	)	PUNCT
bracis-33628	46	28	.	.	PUNCT
bracis-33628	47	1	demand	demand	NOUN
bracis-33628	47	2	uncertainty	uncertainty	NOUN
bracis-33628	47	3	impacts	impact	VERB
bracis-33628	47	4	inventory	inventory	NOUN
bracis-33628	47	5	metrics	metric	NOUN
bracis-33628	47	6	,	,	PUNCT
bracis-33628	47	7	therefore	therefore	ADV
bracis-33628	47	8	mcs	mcs	PROPN
bracis-33628	47	9	are	be	AUX
bracis-33628	47	10	used	use	VERB
bracis-33628	47	11	to	to	PART
bracis-33628	47	12	simulate	simulate	VERB
bracis-33628	47	13	demand	demand	NOUN
bracis-33628	47	14	and	and	CCONJ
bracis-33628	47	15	evaluate	evaluate	VERB
bracis-33628	47	16	pp	pp	PRON
bracis-33628	47	17	.	.	PUNCT
bracis-33628	48	1	the	the	DET
bracis-33628	48	2	fig	fig	NOUN
bracis-33628	48	3	.	.	PUNCT
bracis-33628	48	4	 	 	SPACE
bracis-33628	48	5	2	2	NUM
bracis-33628	48	6	illustrates	illustrate	VERB
bracis-33628	48	7	the	the	DET
bracis-33628	48	8	decoding	decoding	NOUN
bracis-33628	48	9	of	of	ADP
bracis-33628	48	10	a	a	DET
bracis-33628	48	11	pp	pp	NOUN
bracis-33628	48	12	,	,	PUNCT
bracis-33628	48	13	yields	yield	VERB
bracis-33628	48	14	the	the	DET
bracis-33628	48	15	produced	produce	VERB
bracis-33628	48	16	quantity	quantity	NOUN
bracis-33628	48	17	\(prod_{(p	\(prod_{(p	PROPN
bracis-33628	48	18	,	,	PUNCT
bracis-33628	48	19	m)}\	m)}\	NOUN
bracis-33628	48	20	)	)	PUNCT
bracis-33628	48	21	for	for	ADP
bracis-33628	48	22	product	product	NOUN
bracis-33628	48	23	p	p	NOUN
bracis-33628	48	24	in	in	ADP
bracis-33628	48	25	month	month	NOUN
bracis-33628	48	26	m.	m.	NOUN
bracis-33628	48	27	demand	demand	NOUN
bracis-33628	48	28	simulations	simulation	NOUN
bracis-33628	48	29	\(sd_{(p	\(sd_{(p	ADJ
bracis-33628	48	30	,	,	PUNCT
bracis-33628	48	31	m)}^{s}\	m)}^{s}\	NOUN
bracis-33628	48	32	)	)	PUNCT
bracis-33628	48	33	,	,	PUNCT
bracis-33628	48	34	generated	generate	VERB
bracis-33628	48	35	using	use	VERB
bracis-33628	48	36	triangular	triangular	NOUN
bracis-33628	48	37	distribution	distribution	NOUN
bracis-33628	48	38	data	datum	NOUN
bracis-33628	48	39	,	,	PUNCT
bracis-33628	48	40	are	be	AUX
bracis-33628	48	41	used	use	VERB
bracis-33628	48	42	for	for	ADP
bracis-33628	48	43	the	the	DET
bracis-33628	48	44	calculation	calculation	NOUN
bracis-33628	48	45	of	of	ADP
bracis-33628	48	46	backlog	backlog	NOUN
bracis-33628	48	47	\(b(prod_{(p	\(b(prod_{(p	PROPN
bracis-33628	48	48	,	,	PUNCT
bracis-33628	48	49	m	m	NOUN
bracis-33628	48	50	)	)	PUNCT
bracis-33628	48	51	}	}	PUNCT
bracis-33628	48	52	,	,	PUNCT
bracis-33628	48	53	sd_{(p	sd_{(p	ADJ
bracis-33628	48	54	,	,	PUNCT
bracis-33628	48	55	m)}^{s})\	m)}^{s})\	PROPN
bracis-33628	48	56	)	)	PUNCT
bracis-33628	48	57	and	and	CCONJ
bracis-33628	48	58	deficit	deficit	NOUN
bracis-33628	48	59	\(def(prod_{(p	\(def(prod_{(p	NOUN
bracis-33628	48	60	,	,	PUNCT
bracis-33628	48	61	m	m	NOUN
bracis-33628	48	62	)	)	PUNCT
bracis-33628	48	63	}	}	PUNCT
bracis-33628	48	64	,	,	PUNCT
bracis-33628	48	65	sd_{(p	sd_{(p	ADJ
bracis-33628	48	66	,	,	PUNCT
bracis-33628	48	67	m)}^{s})\	m)}^{s})\	NOUN
bracis-33628	48	68	)	)	PUNCT
bracis-33628	48	69	metrics	metric	NOUN
bracis-33628	48	70	.	.	PUNCT
bracis-33628	49	1	the	the	DET
bracis-33628	49	2	process	process	NOUN
bracis-33628	49	3	is	be	AUX
bracis-33628	49	4	repeated	repeat	VERB
bracis-33628	49	5	s	s	NOUN
bracis-33628	49	6	times	time	NOUN
bracis-33628	49	7	to	to	PART
bracis-33628	49	8	assess	assess	VERB
bracis-33628	49	9	the	the	DET
bracis-33628	49	10	median	median	NOUN
bracis-33628	49	11	of	of	ADP
bracis-33628	49	12	the	the	DET
bracis-33628	49	13	outcomes	outcome	NOUN
bracis-33628	49	14	.	.	PUNCT
bracis-33628	50	1	monthly	monthly	ADJ
bracis-33628	50	2	availability	availability	NOUN
bracis-33628	50	3	(	(	PUNCT
bracis-33628	50	4	a	a	X
bracis-33628	50	5	)	)	PUNCT
bracis-33628	50	6	is	be	AUX
bracis-33628	50	7	determined	determine	VERB
bracis-33628	50	8	by	by	ADP
bracis-33628	50	9	adding	add	VERB
bracis-33628	50	10	inventory	inventory	NOUN
bracis-33628	50	11	(	(	PUNCT
bracis-33628	50	12	i	i	NOUN
bracis-33628	50	13	)	)	PUNCT
bracis-33628	50	14	to	to	ADP
bracis-33628	50	15	production	production	NOUN
bracis-33628	50	16	(	(	PUNCT
bracis-33628	50	17	p	p	NOUN
bracis-33628	50	18	)	)	PUNCT
bracis-33628	50	19	.	.	PUNCT
bracis-33628	51	1	if	if	SCONJ
bracis-33628	51	2	demand	demand	NOUN
bracis-33628	51	3	(	(	PUNCT
bracis-33628	51	4	d	d	NOUN
bracis-33628	51	5	)	)	PUNCT
bracis-33628	51	6	exceeds	exceed	VERB
bracis-33628	51	7	a	a	PRON
bracis-33628	51	8	,	,	PUNCT
bracis-33628	51	9	the	the	DET
bracis-33628	51	10	surplus	surplus	NOUN
bracis-33628	51	11	is	be	AUX
bracis-33628	51	12	sold	sell	VERB
bracis-33628	51	13	(	(	PUNCT
bracis-33628	51	14	s	s	NOUN
bracis-33628	51	15	)	)	PUNCT
bracis-33628	51	16	,	,	PUNCT
bracis-33628	51	17	avoiding	avoid	VERB
bracis-33628	51	18	backlog	backlog	NOUN
bracis-33628	51	19	(	(	PUNCT
bracis-33628	51	20	b	b	NOUN
bracis-33628	51	21	)	)	PUNCT
bracis-33628	51	22	and	and	CCONJ
bracis-33628	51	23	reducing	reduce	VERB
bracis-33628	51	24	i	i	PRON
bracis-33628	51	25	by	by	ADP
bracis-33628	51	26	d.	d.	PROPN
bracis-33628	51	27	otherwise	otherwise	ADV
bracis-33628	51	28	,	,	PUNCT
bracis-33628	51	29	all	all	PRON
bracis-33628	51	30	of	of	ADP
bracis-33628	51	31	a	a	PRON
bracis-33628	51	32	is	be	AUX
bracis-33628	51	33	sold	sell	VERB
bracis-33628	51	34	,	,	PUNCT
bracis-33628	51	35	and	and	CCONJ
bracis-33628	51	36	unsold	unsold	ADJ
bracis-33628	51	37	units	unit	NOUN
bracis-33628	51	38	contribute	contribute	VERB
bracis-33628	51	39	to	to	ADP
bracis-33628	51	40	b.	b.	PROPN
bracis-33628	51	41	inventory	inventory	NOUN
bracis-33628	51	42	deficit	deficit	NOUN
bracis-33628	51	43	(	(	PUNCT
bracis-33628	51	44	de	de	ADJ
bracis-33628	51	45	)	)	PUNCT
bracis-33628	51	46	is	be	AUX
bracis-33628	51	47	the	the	DET
bracis-33628	51	48	shortfall	shortfall	NOUN
bracis-33628	51	49	from	from	ADP
bracis-33628	51	50	the	the	DET
bracis-33628	51	51	inventory	inventory	NOUN
bracis-33628	51	52	target	target	NOUN
bracis-33628	51	53	.	.	PUNCT
bracis-33628	52	1	in	in	ADP
bracis-33628	52	2	this	this	DET
bracis-33628	52	3	work	work	NOUN
bracis-33628	52	4	,	,	PUNCT
bracis-33628	52	5	we	we	PRON
bracis-33628	52	6	investigate	investigate	VERB
bracis-33628	52	7	a	a	DET
bracis-33628	52	8	cmop	cmop	NOUN
bracis-33628	52	9	applied	apply	VERB
bracis-33628	52	10	to	to	ADP
bracis-33628	52	11	pharmaceutical	pharmaceutical	ADJ
bracis-33628	52	12	bs	b	NOUN
bracis-33628	52	13	with	with	ADP
bracis-33628	52	14	product	product	NOUN
bracis-33628	52	15	demands	demand	NOUN
bracis-33628	52	16	simulated	simulate	VERB
bracis-33628	52	17	via	via	ADP
bracis-33628	52	18	monte	monte	PROPN
bracis-33628	52	19	carlo	carlo	PROPN
bracis-33628	52	20	.	.	PUNCT
bracis-33628	53	1	data	datum	NOUN
bracis-33628	53	2	based	base	VERB
bracis-33628	53	3	on	on	ADP
bracis-33628	53	4	a	a	DET
bracis-33628	53	5	pharmaceutical	pharmaceutical	ADJ
bracis-33628	53	6	manufacturing	manufacturing	NOUN
bracis-33628	53	7	case	case	NOUN
bracis-33628	53	8	extracted	extract	VERB
bracis-33628	53	9	from	from	ADP
bracis-33628	53	10	 	 	SPACE
bracis-33628	53	11	[	[	X
bracis-33628	53	12	10	10	NUM
bracis-33628	53	13	]	]	PUNCT
bracis-33628	53	14	,	,	PUNCT
bracis-33628	53	15	formalized	formalize	VERB
bracis-33628	53	16	as	as	SCONJ
bracis-33628	53	17	follows	follow	VERB
bracis-33628	53	18	:	:	PUNCT
bracis-33628	53	19	$	$	SYM
bracis-33628	53	20	$	$	SYM
bracis-33628	53	21	\begin{aligned	\begin{aligne	VERB
bracis-33628	53	22	}	}	PUNCT
bracis-33628	53	23	&	&	CCONJ
bracis-33628	53	24	\text	\text	PROPN
bracis-33628	53	25	{	{	PUNCT
bracis-33628	53	26	maximize	maximize	NOUN
bracis-33628	53	27	:	:	PUNCT
bracis-33628	53	28	}	}	PUNCT
bracis-33628	53	29	f_1(p	f_1(p	PROPN
bracis-33628	53	30	,	,	PUNCT
bracis-33628	53	31	m	m	NOUN
bracis-33628	53	32	)	)	PUNCT
bracis-33628	53	33	=	=	SYM
bracis-33628	53	34	\sum	\sum	NOUN
bracis-33628	53	35	_	_	PUNCT
bracis-33628	53	36	{	{	PUNCT
bracis-33628	53	37	p	p	X
bracis-33628	53	38	,	,	PUNCT
bracis-33628	53	39	m}^{p	m}^{p	PROPN
bracis-33628	53	40	,	,	PUNCT
bracis-33628	53	41	m	m	NOUN
bracis-33628	53	42	}	}	PUNCT
bracis-33628	53	43	\text	\text	ADV
bracis-33628	53	44	{	{	PUNCT
bracis-33628	53	45	prod}_{(p	prod}_{(p	ADJ
bracis-33628	53	46	,	,	PUNCT
bracis-33628	53	47	m)}\end{aligned}$$	m)}\end{aligned}$$	NOUN
bracis-33628	53	48	(	(	PUNCT
bracis-33628	53	49	1	1	NUM
bracis-33628	53	50	)	)	PUNCT
bracis-33628	53	51	$	$	SYM
bracis-33628	53	52	$	$	SYM
bracis-33628	53	53	\begin{aligned	\begin{aligne	VERB
bracis-33628	53	54	}	}	PUNCT
bracis-33628	53	55	&	&	CCONJ
bracis-33628	53	56	\text	\text	PROPN
bracis-33628	53	57	{	{	PUNCT
bracis-33628	53	58	minimize	minimize	VERB
bracis-33628	53	59	:	:	PUNCT
bracis-33628	53	60	}	}	PUNCT
bracis-33628	53	61	f_2(p	f_2(p	NOUN
bracis-33628	53	62	,	,	PUNCT
bracis-33628	53	63	m	m	PROPN
bracis-33628	53	64	,	,	PUNCT
bracis-33628	53	65	s)=\text	s)=\text	ADJ
bracis-33628	53	66	{	{	PUNCT
bracis-33628	53	67	median}\	median}\	PROPN
bracis-33628	53	68	{	{	PUNCT
bracis-33628	53	69	\sum	\sum	NOUN
bracis-33628	53	70	_	_	PUNCT
bracis-33628	53	71	{	{	PUNCT
bracis-33628	53	72	p	p	X
bracis-33628	53	73	,	,	PUNCT
bracis-33628	53	74	m}^{p	m}^{p	PROPN
bracis-33628	53	75	,	,	PUNCT
bracis-33628	53	76	m	m	NOUN
bracis-33628	53	77	}	}	PUNCT
bracis-33628	53	78	\text	\text	ADV
bracis-33628	53	79	{	{	PUNCT
bracis-33628	53	80	def}(\text	def}(\text	PROPN
bracis-33628	53	81	{	{	PUNCT
bracis-33628	53	82	prod}_{(p	prod}_{(p	PROPN
bracis-33628	53	83	,	,	PUNCT
bracis-33628	53	84	m	m	NOUN
bracis-33628	53	85	)	)	PUNCT
bracis-33628	53	86	}	}	PUNCT
bracis-33628	53	87	,	,	PUNCT
bracis-33628	53	88	sd_{(p	sd_{(p	VERB
bracis-33628	53	89	,	,	PUNCT
bracis-33628	53	90	m)}^{s})\}\end{aligned}$$	m)}^{s})\}\end{aligned}$$	X
bracis-33628	53	91	(	(	PUNCT
bracis-33628	53	92	2	2	NUM
bracis-33628	53	93	)	)	PUNCT
bracis-33628	53	94	$	$	SYM
bracis-33628	53	95	$	$	SYM
bracis-33628	53	96	\begin{aligned	\begin{aligne	VERB
bracis-33628	53	97	}	}	PUNCT
bracis-33628	53	98	&	&	CCONJ
bracis-33628	53	99	\text	\text	PROPN
bracis-33628	53	100	{	{	PUNCT
bracis-33628	53	101	subject	subject	NOUN
bracis-33628	53	102	to	to	ADP
bracis-33628	53	103	:	:	PUNCT
bracis-33628	53	104	}	}	PUNCT
bracis-33628	53	105	e(p	e(p	PROPN
bracis-33628	53	106	,	,	PUNCT
bracis-33628	53	107	m	m	NOUN
bracis-33628	53	108	,	,	PUNCT
bracis-33628	53	109	s)=\text	s)=\text	PROPN
bracis-33628	53	110	{	{	PUNCT
bracis-33628	53	111	median}\{~\sum	median}\{~\sum	PROPN
bracis-33628	53	112	_	_	X
bracis-33628	53	113	{	{	PUNCT
bracis-33628	53	114	p	p	X
bracis-33628	53	115	,	,	PUNCT
bracis-33628	53	116	m}^{p	m}^{p	PROPN
bracis-33628	53	117	,	,	PUNCT
bracis-33628	53	118	m	m	NOUN
bracis-33628	53	119	}	}	PUNCT
bracis-33628	53	120	b(prod_{(p	b(prod_{(p	PROPN
bracis-33628	53	121	,	,	PUNCT
bracis-33628	53	122	m	m	NOUN
bracis-33628	53	123	)	)	PUNCT
bracis-33628	53	124	}	}	PUNCT
bracis-33628	53	125	,	,	PUNCT
bracis-33628	53	126	sd_{(p	sd_{(p	VERB
bracis-33628	53	127	,	,	PUNCT
bracis-33628	53	128	m)}^{s})\}\le	m)}^{s})\}\le	NOUN
bracis-33628	53	129	0	0	NUM
bracis-33628	53	130	\end{aligned}$$	\end{aligned}$$	X
bracis-33628	53	131	(	(	PUNCT
bracis-33628	53	132	3	3	NUM
bracis-33628	53	133	)	)	PUNCT
bracis-33628	53	134	fig	fig	NOUN
bracis-33628	53	135	.	.	PUNCT
bracis-33628	54	1	2	2	X
bracis-33628	54	2	.	.	X
bracis-33628	54	3	every	every	DET
bracis-33628	54	4	month	month	NOUN
bracis-33628	54	5	,	,	PUNCT
bracis-33628	54	6	the	the	DET
bracis-33628	54	7	available	available	ADJ
bracis-33628	54	8	(	(	PUNCT
bracis-33628	54	9	di	di	NOUN
bracis-33628	54	10	)	)	PUNCT
bracis-33628	54	11	is	be	AUX
bracis-33628	54	12	calculated	calculate	VERB
bracis-33628	54	13	from	from	ADP
bracis-33628	54	14	the	the	DET
bracis-33628	54	15	stock	stock	NOUN
bracis-33628	54	16	(	(	PUNCT
bracis-33628	54	17	e	e	NOUN
bracis-33628	54	18	)	)	PUNCT
bracis-33628	54	19	added	add	VERB
bracis-33628	54	20	to	to	ADP
bracis-33628	54	21	the	the	DET
bracis-33628	54	22	produced	produce	VERB
bracis-33628	54	23	(	(	PUNCT
bracis-33628	54	24	p	p	NOUN
bracis-33628	54	25	)	)	PUNCT
bracis-33628	54	26	.	.	PUNCT
bracis-33628	55	1	if	if	SCONJ
bracis-33628	55	2	di	di	NOUN
bracis-33628	55	3	is	be	AUX
bracis-33628	55	4	greater	great	ADJ
bracis-33628	55	5	than	than	ADP
bracis-33628	55	6	the	the	DET
bracis-33628	55	7	demand	demand	NOUN
bracis-33628	55	8	(	(	PUNCT
bracis-33628	55	9	d	d	NOUN
bracis-33628	55	10	)	)	PUNCT
bracis-33628	55	11	,	,	PUNCT
bracis-33628	55	12	di	di	PROPN
bracis-33628	55	13	is	be	AUX
bracis-33628	55	14	served	serve	VERB
bracis-33628	55	15	/	/	SYM
bracis-33628	55	16	sold	sell	VERB
bracis-33628	55	17	(	(	PUNCT
bracis-33628	55	18	v	v	NOUN
bracis-33628	55	19	)	)	PUNCT
bracis-33628	55	20	and	and	CCONJ
bracis-33628	55	21	there	there	PRON
bracis-33628	55	22	are	be	VERB
bracis-33628	55	23	no	no	DET
bracis-33628	55	24	unmet	unmet	NOUN
bracis-33628	55	25	sales	sale	NOUN
bracis-33628	55	26	,	,	PUNCT
bracis-33628	55	27	so	so	SCONJ
bracis-33628	55	28	there	there	PRON
bracis-33628	55	29	is	be	VERB
bracis-33628	55	30	no	no	DET
bracis-33628	55	31	backlog	backlog	NOUN
bracis-33628	55	32	(	(	PUNCT
bracis-33628	55	33	b	b	NOUN
bracis-33628	55	34	)	)	PUNCT
bracis-33628	55	35	,	,	PUNCT
bracis-33628	55	36	and	and	CCONJ
bracis-33628	55	37	v	v	NOUN
bracis-33628	55	38	is	be	AUX
bracis-33628	55	39	reduced	reduce	VERB
bracis-33628	55	40	from	from	ADP
bracis-33628	55	41	the	the	DET
bracis-33628	55	42	total	total	NOUN
bracis-33628	55	43	of	of	ADP
bracis-33628	55	44	e.	e.	PROPN
bracis-33628	55	45	otherwise	otherwise	ADV
bracis-33628	55	46	,	,	PUNCT
bracis-33628	55	47	all	all	DET
bracis-33628	55	48	e	e	NOUN
bracis-33628	55	49	becomes	become	VERB
bracis-33628	55	50	v	v	ADP
bracis-33628	55	51	and	and	CCONJ
bracis-33628	55	52	unmet	unmet	NOUN
bracis-33628	55	53	sales	sale	NOUN
bracis-33628	55	54	are	be	AUX
bracis-33628	55	55	accounted	account	VERB
bracis-33628	55	56	for	for	ADP
bracis-33628	55	57	as	as	SCONJ
bracis-33628	55	58	b.	b.	PROPN
bracis-33628	55	59	stock	stock	PROPN
bracis-33628	55	60	deficit	deficit	NOUN
bracis-33628	55	61	(	(	PUNCT
bracis-33628	55	62	de	de	ADJ
bracis-33628	55	63	)	)	PUNCT
bracis-33628	55	64	is	be	AUX
bracis-33628	55	65	the	the	DET
bracis-33628	55	66	strategic	strategic	ADJ
bracis-33628	55	67	monthly	monthly	ADJ
bracis-33628	55	68	stock	stock	NOUN
bracis-33628	55	69	target	target	PROPN
bracis-33628	55	70	minus	minus	CCONJ
bracis-33628	55	71	e.	e.	PROPN
bracis-33628	55	72	full	full	ADJ
bracis-33628	55	73	size	size	NOUN
bracis-33628	55	74	image	image	NOUN
bracis-33628	55	75	the	the	DET
bracis-33628	55	76	first	first	ADJ
bracis-33628	55	77	objective	objective	ADJ
bracis-33628	55	78	\(f_1(p	\(f_1(p	NOUN
bracis-33628	55	79	,	,	PUNCT
bracis-33628	55	80	m)\	m)\	NOUN
bracis-33628	55	81	)	)	PUNCT
bracis-33628	55	82	(	(	PUNCT
bracis-33628	55	83	eq	eq	NOUN
bracis-33628	55	84	.	.	PUNCT
bracis-33628	55	85	 	 	SPACE
bracis-33628	55	86	1	1	NUM
bracis-33628	55	87	)	)	PUNCT
bracis-33628	55	88	to	to	PART
bracis-33628	55	89	be	be	AUX
bracis-33628	55	90	maximized	maximize	VERB
bracis-33628	55	91	is	be	AUX
bracis-33628	55	92	the	the	DET
bracis-33628	55	93	sum	sum	NOUN
bracis-33628	55	94	of	of	ADP
bracis-33628	55	95	the	the	DET
bracis-33628	55	96	produced	produce	VERB
bracis-33628	55	97	quantity	quantity	NOUN
bracis-33628	55	98	\(prod_{(p	\(prod_{(p	PROPN
bracis-33628	55	99	,	,	PUNCT
bracis-33628	55	100	m)}\	m)}\	NOUN
bracis-33628	55	101	)	)	PUNCT
bracis-33628	55	102	in	in	ADP
bracis-33628	55	103	kilograms	kilogram	NOUN
bracis-33628	55	104	(	(	PUNCT
bracis-33628	55	105	kg	kg	NOUN
bracis-33628	55	106	)	)	PUNCT
bracis-33628	55	107	(	(	PUNCT
bracis-33628	55	108	illustrated	illustrate	VERB
bracis-33628	55	109	by	by	ADP
bracis-33628	55	110	produced	produce	VERB
bracis-33628	55	111	in	in	ADP
bracis-33628	55	112	fig	fig	NOUN
bracis-33628	55	113	.	.	PUNCT
bracis-33628	55	114	 	 	SPACE
bracis-33628	55	115	2	2	NUM
bracis-33628	55	116	)	)	PUNCT
bracis-33628	55	117	for	for	ADP
bracis-33628	55	118	product	product	NOUN
bracis-33628	55	119	p	p	NOUN
bracis-33628	55	120	in	in	ADP
bracis-33628	55	121	month	month	NOUN
bracis-33628	55	122	m	m	PROPN
bracis-33628	55	123	,	,	PUNCT
bracis-33628	55	124	with	with	ADP
bracis-33628	55	125	p	p	NOUN
bracis-33628	55	126	being	be	AUX
bracis-33628	55	127	the	the	DET
bracis-33628	55	128	total	total	NOUN
bracis-33628	55	129	of	of	ADP
bracis-33628	55	130	four	four	NUM
bracis-33628	55	131	products	product	NOUN
bracis-33628	55	132	and	and	CCONJ
bracis-33628	55	133	m	m	VERB
bracis-33628	55	134	the	the	DET
bracis-33628	55	135	total	total	NOUN
bracis-33628	55	136	of	of	ADP
bracis-33628	55	137	36	36	NUM
bracis-33628	55	138	months	month	NOUN
bracis-33628	55	139	of	of	ADP
bracis-33628	55	140	planning	planning	NOUN
bracis-33628	55	141	.	.	PUNCT
bracis-33628	56	1	this	this	DET
bracis-33628	56	2	value	value	NOUN
bracis-33628	56	3	is	be	AUX
bracis-33628	56	4	calculated	calculate	VERB
bracis-33628	56	5	by	by	ADP
bracis-33628	56	6	decoding	decode	VERB
bracis-33628	56	7	the	the	DET
bracis-33628	56	8	pp	pp	NOUN
bracis-33628	56	9	considering	consider	VERB
bracis-33628	56	10	the	the	DET
bracis-33628	56	11	process	process	NOUN
bracis-33628	56	12	data	datum	NOUN
bracis-33628	56	13	and	and	CCONJ
bracis-33628	56	14	changeover	changeover	NOUN
bracis-33628	56	15	costs	cost	NOUN
bracis-33628	56	16	 	 	SPACE
bracis-33628	56	17	[	[	X
bracis-33628	56	18	10	10	NUM
bracis-33628	56	19	]	]	PUNCT
bracis-33628	56	20	.	.	PUNCT
bracis-33628	57	1	the	the	DET
bracis-33628	57	2	second	second	ADJ
bracis-33628	57	3	objective	objective	ADJ
bracis-33628	57	4	\(f_2(p	\(f_2(p	NOUN
bracis-33628	57	5	,	,	PUNCT
bracis-33628	57	6	m	m	NOUN
bracis-33628	57	7	,	,	PUNCT
bracis-33628	57	8	s)\	s)\	NOUN
bracis-33628	57	9	)	)	PUNCT
bracis-33628	57	10	(	(	PUNCT
bracis-33628	57	11	eq	eq	NOUN
bracis-33628	57	12	.	.	PUNCT
bracis-33628	57	13	 	 	SPACE
bracis-33628	57	14	2	2	NUM
bracis-33628	57	15	)	)	PUNCT
bracis-33628	57	16	to	to	PART
bracis-33628	57	17	be	be	AUX
bracis-33628	57	18	minimized	minimize	VERB
bracis-33628	57	19	is	be	AUX
bracis-33628	57	20	the	the	DET
bracis-33628	57	21	median	median	NOUN
bracis-33628	57	22	of	of	ADP
bracis-33628	57	23	the	the	DET
bracis-33628	57	24	accumulated	accumulate	VERB
bracis-33628	57	25	differences	difference	NOUN
bracis-33628	57	26	between	between	ADP
bracis-33628	57	27	the	the	DET
bracis-33628	57	28	monthly	monthly	ADJ
bracis-33628	57	29	deficits	deficit	NOUN
bracis-33628	57	30	(	(	PUNCT
bracis-33628	57	31	illustrated	illustrate	VERB
bracis-33628	57	32	by	by	ADP
bracis-33628	57	33	deficit	deficit	NOUN
bracis-33628	57	34	in	in	ADP
bracis-33628	57	35	fig	fig	NOUN
bracis-33628	57	36	.	.	PUNCT
bracis-33628	57	37	 	 	SPACE
bracis-33628	57	38	2	2	NUM
bracis-33628	57	39	)	)	PUNCT
bracis-33628	57	40	.	.	PUNCT
bracis-33628	58	1	with	with	ADP
bracis-33628	58	2	\(s\le	\(s\le	PROPN
bracis-33628	58	3	s\	s\	NOUN
bracis-33628	58	4	)	)	PUNCT
bracis-33628	58	5	with	with	ADP
bracis-33628	58	6	s	s	AUX
bracis-33628	58	7	being	be	AUX
bracis-33628	58	8	the	the	DET
bracis-33628	58	9	total	total	ADJ
bracis-33628	58	10	number	number	NOUN
bracis-33628	58	11	of	of	ADP
bracis-33628	58	12	mcs	mcs	PROPN
bracis-33628	58	13	.	.	PUNCT
bracis-33628	59	1	the	the	DET
bracis-33628	59	2	constraint	constraint	NOUN
bracis-33628	59	3	(	(	PUNCT
bracis-33628	59	4	eq	eq	NOUN
bracis-33628	59	5	.	.	PUNCT
bracis-33628	59	6	 	 	SPACE
bracis-33628	59	7	3	3	X
bracis-33628	59	8	)	)	PUNCT
bracis-33628	59	9	is	be	AUX
bracis-33628	59	10	the	the	DET
bracis-33628	59	11	median	median	NOUN
bracis-33628	59	12	of	of	ADP
bracis-33628	59	13	the	the	DET
bracis-33628	59	14	s	s	PROPN
bracis-33628	59	15	values	value	NOUN
bracis-33628	59	16	of	of	ADP
bracis-33628	59	17	total	total	ADJ
bracis-33628	59	18	backlog	backlog	NOUN
bracis-33628	59	19	can	can	AUX
bracis-33628	59	20	be	be	AUX
bracis-33628	59	21	named	name	VERB
bracis-33628	59	22	as	as	ADP
bracis-33628	59	23	quantity	quantity	NOUN
bracis-33628	59	24	of	of	ADP
bracis-33628	59	25	unfulfilled	unfulfilled	ADJ
bracis-33628	59	26	orders	order	NOUN
bracis-33628	59	27	(	(	PUNCT
bracis-33628	59	28	illustrated	illustrate	VERB
bracis-33628	59	29	by	by	ADP
bracis-33628	59	30	backlog	backlog	NOUN
bracis-33628	59	31	in	in	ADP
bracis-33628	59	32	fig	fig	NOUN
bracis-33628	59	33	.	.	PUNCT
bracis-33628	59	34	 	 	SPACE
bracis-33628	59	35	2	2	NUM
bracis-33628	59	36	)	)	PUNCT
bracis-33628	59	37	,	,	PUNCT
bracis-33628	59	38	which	which	PRON
bracis-33628	59	39	should	should	AUX
bracis-33628	59	40	not	not	PART
bracis-33628	59	41	exceed	exceed	VERB
bracis-33628	59	42	0	0	NUM
bracis-33628	59	43	 	 	SPACE
bracis-33628	59	44	kg	kg	NOUN
bracis-33628	59	45	.	.	PUNCT
bracis-33628	60	1	the	the	DET
bracis-33628	60	2	b	b	NOUN
bracis-33628	60	3	can	can	AUX
bracis-33628	60	4	accumulate	accumulate	VERB
bracis-33628	60	5	,	,	PUNCT
bracis-33628	60	6	and	and	CCONJ
bracis-33628	60	7	if	if	SCONJ
bracis-33628	60	8	the	the	DET
bracis-33628	60	9	stock	stock	NOUN
bracis-33628	60	10	is	be	AUX
bracis-33628	60	11	sufficient	sufficient	ADJ
bracis-33628	60	12	,	,	PUNCT
bracis-33628	60	13	the	the	DET
bracis-33628	60	14	b	b	NOUN
bracis-33628	60	15	is	be	AUX
bracis-33628	60	16	sold	sell	VERB
bracis-33628	60	17	(	(	PUNCT
bracis-33628	60	18	table	table	NOUN
bracis-33628	60	19	 	 	SPACE
bracis-33628	60	20	1	1	NUM
bracis-33628	60	21	)	)	PUNCT
bracis-33628	60	22	.	.	PUNCT
bracis-33628	61	1	table	table	NOUN
bracis-33628	61	2	1	1	NUM
bracis-33628	61	3	.	.	PUNCT
bracis-33628	61	4	process	process	NOUN
bracis-33628	61	5	data	datum	NOUN
bracis-33628	61	6	.	.	PUNCT
bracis-33628	62	1	source	source	NOUN
bracis-33628	62	2	:	:	PUNCT
bracis-33628	62	3	jankauskas	jankauskas	PROPN
bracis-33628	62	4	et	et	PROPN
bracis-33628	62	5	al	al	PROPN
bracis-33628	62	6	.	.	PUNCT
bracis-33628	62	7	 	 	SPACE
bracis-33628	63	1	[	[	X
bracis-33628	63	2	10].full	10].full	NUM
bracis-33628	63	3	size	size	NOUN
bracis-33628	63	4	table	table	NOUN
bracis-33628	63	5	the	the	DET
bracis-33628	63	6	exploration	exploration	NOUN
bracis-33628	63	7	of	of	ADP
bracis-33628	63	8	the	the	DET
bracis-33628	63	9	problem	problem	NOUN
bracis-33628	63	10	space	space	NOUN
bracis-33628	63	11	is	be	AUX
bracis-33628	63	12	restrictive	restrictive	ADJ
bracis-33628	63	13	because	because	SCONJ
bracis-33628	63	14	of	of	ADP
bracis-33628	63	15	the	the	DET
bracis-33628	63	16	problem	problem	NOUN
bracis-33628	63	17	space	space	NOUN
bracis-33628	63	18	size	size	NOUN
bracis-33628	63	19	and	and	CCONJ
bracis-33628	63	20	the	the	DET
bracis-33628	63	21	fitness	fitness	NOUN
bracis-33628	63	22	evaluation	evaluation	NOUN
bracis-33628	63	23	cost	cost	NOUN
bracis-33628	63	24	.	.	PUNCT
bracis-33628	64	1	the	the	DET
bracis-33628	64	2	individual	individual	NOUN
bracis-33628	64	3	is	be	AUX
bracis-33628	64	4	defined	define	VERB
bracis-33628	64	5	by	by	ADP
bracis-33628	64	6	a	a	DET
bracis-33628	64	7	sequence	sequence	NOUN
bracis-33628	64	8	of	of	ADP
bracis-33628	64	9	product	product	NOUN
bracis-33628	64	10	numbers	number	NOUN
bracis-33628	64	11	(	(	PUNCT
bracis-33628	64	12	up	up	ADP
bracis-33628	64	13	to	to	PART
bracis-33628	64	14	4	4	NUM
bracis-33628	64	15	)	)	PUNCT
bracis-33628	64	16	and	and	CCONJ
bracis-33628	64	17	a	a	DET
bracis-33628	64	18	variable	variable	ADJ
bracis-33628	64	19	number	number	NOUN
bracis-33628	64	20	of	of	ADP
bracis-33628	64	21	batches	batch	NOUN
bracis-33628	64	22	,	,	PUNCT
bracis-33628	64	23	which	which	PRON
bracis-33628	64	24	is	be	AUX
bracis-33628	64	25	contingent	contingent	ADJ
bracis-33628	64	26	on	on	ADP
bracis-33628	64	27	the	the	DET
bracis-33628	64	28	minimum	minimum	ADJ
bracis-33628	64	29	and	and	CCONJ
bracis-33628	64	30	maximum	maximum	ADJ
bracis-33628	64	31	values	value	NOUN
bracis-33628	64	32	per	per	ADP
bracis-33628	64	33	product	product	NOUN
bracis-33628	64	34	.	.	PUNCT
bracis-33628	65	1	specifically	specifically	ADV
bracis-33628	65	2	,	,	PUNCT
bracis-33628	65	3	for	for	ADP
bracis-33628	65	4	product	product	NOUN
bracis-33628	65	5	d	d	NOUN
bracis-33628	65	6	,	,	PUNCT
bracis-33628	65	7	there	there	PRON
bracis-33628	65	8	are	be	VERB
bracis-33628	65	9	,	,	PUNCT
bracis-33628	65	10	on	on	ADP
bracis-33628	65	11	average	average	ADJ
bracis-33628	65	12	,	,	PUNCT
bracis-33628	65	13	43	43	NUM
bracis-33628	65	14	batch	batch	NOUN
bracis-33628	65	15	number	number	NOUN
bracis-33628	65	16	options	option	NOUN
bracis-33628	65	17	per	per	ADP
bracis-33628	65	18	product	product	NOUN
bracis-33628	65	19	.	.	PUNCT
bracis-33628	66	1	given	give	VERB
bracis-33628	66	2	an	an	DET
bracis-33628	66	3	experimental	experimental	ADJ
bracis-33628	66	4	constraint	constraint	NOUN
bracis-33628	66	5	of	of	ADP
bracis-33628	66	6	a	a	DET
bracis-33628	66	7	maximum	maximum	NOUN
bracis-33628	66	8	of	of	ADP
bracis-33628	66	9	17	17	NUM
bracis-33628	66	10	genes	gene	NOUN
bracis-33628	66	11	per	per	ADP
bracis-33628	66	12	chromosome	chromosome	NOUN
bracis-33628	66	13	,	,	PUNCT
bracis-33628	66	14	the	the	DET
bracis-33628	66	15	permutation	permutation	NOUN
bracis-33628	66	16	with	with	ADP
bracis-33628	66	17	repetition	repetition	NOUN
bracis-33628	66	18	of	of	ADP
bracis-33628	66	19	the	the	DET
bracis-33628	66	20	product	product	NOUN
bracis-33628	66	21	yields	yield	VERB
bracis-33628	66	22	approximately	approximately	ADV
bracis-33628	66	23	\(2.29	\(2.29	NOUN
bracis-33628	66	24	\times	\time	NOUN
bracis-33628	66	25	10^{10}\	10^{10}\	NUM
bracis-33628	66	26	)	)	PUNCT
bracis-33628	66	27	variations	variation	NOUN
bracis-33628	66	28	.	.	PUNCT
bracis-33628	67	1	furthermore	furthermore	ADV
bracis-33628	67	2	,	,	PUNCT
bracis-33628	67	3	the	the	DET
bracis-33628	67	4	permutation	permutation	NOUN
bracis-33628	67	5	of	of	ADP
bracis-33628	67	6	the	the	DET
bracis-33628	67	7	number	number	NOUN
bracis-33628	67	8	of	of	ADP
bracis-33628	67	9	batches	batch	NOUN
bracis-33628	67	10	results	result	NOUN
bracis-33628	67	11	in	in	ADP
bracis-33628	67	12	approximately	approximately	ADV
bracis-33628	67	13	\(1.56	\(1.56	VERB
bracis-33628	67	14	\times	\times	ADP
bracis-33628	67	15	10^{26}\	10^{26}\	NUM
bracis-33628	67	16	)	)	PUNCT
bracis-33628	67	17	variations	variation	NOUN
bracis-33628	67	18	.	.	PUNCT
bracis-33628	68	1	consequently	consequently	ADV
bracis-33628	68	2	,	,	PUNCT
bracis-33628	68	3	the	the	DET
bracis-33628	68	4	composition	composition	NOUN
bracis-33628	68	5	of	of	ADP
bracis-33628	68	6	these	these	DET
bracis-33628	68	7	two	two	NUM
bracis-33628	68	8	permutations	permutation	NOUN
bracis-33628	68	9	yields	yield	VERB
bracis-33628	68	10	a	a	DET
bracis-33628	68	11	total	total	NOUN
bracis-33628	68	12	of	of	ADP
bracis-33628	68	13	approximately	approximately	ADV
bracis-33628	68	14	\(3.56	\(3.56	NOUN
bracis-33628	68	15	\times	\times	ADP
bracis-33628	68	16	10^{36}\	10^{36}\	NUM
bracis-33628	68	17	)	)	PUNCT
bracis-33628	68	18	distinct	distinct	ADJ
bracis-33628	68	19	individuals	individual	NOUN
bracis-33628	68	20	.	.	PUNCT
bracis-33628	69	1	3	3	NUM
bracis-33628	69	2	literature	literature	PROPN
bracis-33628	69	3	review	review	NOUN
bracis-33628	69	4	local	local	ADJ
bracis-33628	69	5	search	search	NOUN
bracis-33628	69	6	strategies	strategy	NOUN
bracis-33628	69	7	are	be	AUX
bracis-33628	69	8	commonly	commonly	ADV
bracis-33628	69	9	employed	employ	VERB
bracis-33628	69	10	in	in	ADP
bracis-33628	69	11	optimization	optimization	NOUN
bracis-33628	69	12	problems	problem	NOUN
bracis-33628	69	13	,	,	PUNCT
bracis-33628	69	14	especially	especially	ADV
bracis-33628	69	15	for	for	ADP
bracis-33628	69	16	cases	case	NOUN
bracis-33628	69	17	with	with	ADP
bracis-33628	69	18	rapid	rapid	ADJ
bracis-33628	69	19	evaluations	evaluation	NOUN
bracis-33628	69	20	.	.	PUNCT
bracis-33628	70	1	we	we	PRON
bracis-33628	70	2	review	review	VERB
bracis-33628	70	3	moea	moea	NOUN
bracis-33628	70	4	’s	’s	PART
bracis-33628	70	5	applied	apply	VERB
bracis-33628	70	6	to	to	ADP
bracis-33628	70	7	cmop	cmop	VERB
bracis-33628	70	8	scheduling	scheduling	NOUN
bracis-33628	70	9	local	local	ADJ
bracis-33628	70	10	search	search	NOUN
bracis-33628	70	11	strategies	strategy	NOUN
bracis-33628	70	12	for	for	ADP
bracis-33628	70	13	constrained	constrain	VERB
bracis-33628	70	14	bs	b	NOUN
bracis-33628	70	15	and	and	CCONJ
bracis-33628	70	16	the	the	DET
bracis-33628	70	17	reference	reference	NOUN
bracis-33628	70	18	model	model	NOUN
bracis-33628	70	19	used	use	VERB
bracis-33628	70	20	in	in	ADP
bracis-33628	70	21	our	our	PRON
bracis-33628	70	22	approach	approach	NOUN
bracis-33628	70	23	.	.	PUNCT
bracis-33628	71	1	zhen	zhen	PROPN
bracis-33628	71	2	et	et	PROPN
bracis-33628	71	3	al	al	PROPN
bracis-33628	71	4	.	.	PUNCT
bracis-33628	71	5	 	 	SPACE
bracis-33628	72	1	[	[	X
bracis-33628	72	2	18	18	NUM
bracis-33628	72	3	]	]	PUNCT
bracis-33628	72	4	proposed	propose	VERB
bracis-33628	72	5	two	two	NUM
bracis-33628	72	6	distinct	distinct	ADJ
bracis-33628	72	7	selection	selection	NOUN
bracis-33628	72	8	strategies	strategy	NOUN
bracis-33628	72	9	at	at	ADP
bracis-33628	72	10	different	different	ADJ
bracis-33628	72	11	evolutionary	evolutionary	ADJ
bracis-33628	72	12	stages	stage	NOUN
bracis-33628	72	13	to	to	PART
bracis-33628	72	14	balance	balance	VERB
bracis-33628	72	15	global	global	ADJ
bracis-33628	72	16	and	and	CCONJ
bracis-33628	72	17	local	local	ADJ
bracis-33628	72	18	search	search	NOUN
bracis-33628	72	19	efforts	effort	NOUN
bracis-33628	72	20	.	.	PUNCT
bracis-33628	73	1	wang	wang	PROPN
bracis-33628	73	2	et	et	PROPN
bracis-33628	73	3	al	al	PROPN
bracis-33628	73	4	.	.	PUNCT
bracis-33628	73	5	 	 	SPACE
bracis-33628	74	1	[	[	X
bracis-33628	74	2	16	16	NUM
bracis-33628	74	3	]	]	PUNCT
bracis-33628	74	4	explored	explore	VERB
bracis-33628	74	5	constrained	constrained	ADJ
bracis-33628	74	6	optimization	optimization	NOUN
bracis-33628	74	7	problems	problem	NOUN
bracis-33628	74	8	with	with	ADP
bracis-33628	74	9	computationally	computationally	ADV
bracis-33628	74	10	expensive	expensive	ADJ
bracis-33628	74	11	evaluations	evaluation	NOUN
bracis-33628	74	12	,	,	PUNCT
bracis-33628	74	13	proposing	propose	VERB
bracis-33628	74	14	an	an	DET
bracis-33628	74	15	interior	interior	ADJ
bracis-33628	74	16	-	-	PUNCT
bracis-33628	74	17	point	point	NOUN
bracis-33628	74	18	method	method	NOUN
bracis-33628	74	19	-	-	PUNCT
bracis-33628	74	20	based	base	VERB
bracis-33628	74	21	local	local	ADJ
bracis-33628	74	22	search	search	NOUN
bracis-33628	74	23	.	.	PUNCT
bracis-33628	75	1	at	at	ADP
bracis-33628	75	2	each	each	DET
bracis-33628	75	3	iteration	iteration	NOUN
bracis-33628	75	4	,	,	PUNCT
bracis-33628	75	5	a	a	DET
bracis-33628	75	6	new	new	ADJ
bracis-33628	75	7	point	point	NOUN
bracis-33628	75	8	is	be	AUX
bracis-33628	75	9	generated	generate	VERB
bracis-33628	75	10	using	use	VERB
bracis-33628	75	11	gradient	gradient	ADJ
bracis-33628	75	12	descent	descent	NOUN
bracis-33628	75	13	until	until	SCONJ
bracis-33628	75	14	a	a	DET
bracis-33628	75	15	stopping	stopping	NOUN
bracis-33628	75	16	criterion	criterion	NOUN
bracis-33628	75	17	is	be	AUX
bracis-33628	75	18	met	meet	VERB
bracis-33628	75	19	,	,	PUNCT
bracis-33628	75	20	resulting	result	VERB
bracis-33628	75	21	in	in	ADP
bracis-33628	75	22	the	the	DET
bracis-33628	75	23	most	most	ADV
bracis-33628	75	24	promising	promising	ADJ
bracis-33628	75	25	candidate	candidate	NOUN
bracis-33628	75	26	solution	solution	NOUN
bracis-33628	75	27	.	.	PUNCT
bracis-33628	76	1	local	local	ADJ
bracis-33628	76	2	search	search	NOUN
bracis-33628	76	3	is	be	AUX
bracis-33628	76	4	integrated	integrate	VERB
bracis-33628	76	5	into	into	ADP
bracis-33628	76	6	a	a	DET
bracis-33628	76	7	surrogate	surrogate	ADJ
bracis-33628	76	8	model	model	NOUN
bracis-33628	76	9	to	to	PART
bracis-33628	76	10	reduce	reduce	VERB
bracis-33628	76	11	evaluation	evaluation	NOUN
bracis-33628	76	12	time	time	NOUN
bracis-33628	76	13	,	,	PUNCT
bracis-33628	76	14	demonstrating	demonstrate	VERB
bracis-33628	76	15	significant	significant	ADJ
bracis-33628	76	16	improvements	improvement	NOUN
bracis-33628	76	17	over	over	ADP
bracis-33628	76	18	benchmarks	benchmark	NOUN
bracis-33628	76	19	,	,	PUNCT
bracis-33628	76	20	even	even	ADV
bracis-33628	76	21	in	in	ADP
bracis-33628	76	22	problems	problem	NOUN
bracis-33628	76	23	with	with	ADP
bracis-33628	76	24	nonlinear	nonlinear	ADJ
bracis-33628	76	25	inequality	inequality	NOUN
bracis-33628	76	26	constraints	constraint	NOUN
bracis-33628	76	27	.	.	PUNCT
bracis-33628	77	1	habib	habib	PROPN
bracis-33628	77	2	et	et	PROPN
bracis-33628	77	3	al	al	PROPN
bracis-33628	77	4	.	.	PUNCT
bracis-33628	77	5	 	 	SPACE
bracis-33628	78	1	[	[	X
bracis-33628	78	2	7	7	X
bracis-33628	78	3	]	]	PUNCT
bracis-33628	78	4	developed	develop	VERB
bracis-33628	78	5	an	an	DET
bracis-33628	78	6	evolutionary	evolutionary	ADJ
bracis-33628	78	7	algorithm	algorithm	NOUN
bracis-33628	78	8	for	for	ADP
bracis-33628	78	9	constrained	constrain	VERB
bracis-33628	78	10	problems	problem	NOUN
bracis-33628	78	11	with	with	ADP
bracis-33628	78	12	high	high	ADJ
bracis-33628	78	13	evaluation	evaluation	NOUN
bracis-33628	78	14	costs	cost	NOUN
bracis-33628	78	15	,	,	PUNCT
bracis-33628	78	16	employing	employ	VERB
bracis-33628	78	17	a	a	DET
bracis-33628	78	18	local	local	ADJ
bracis-33628	78	19	search	search	NOUN
bracis-33628	78	20	method	method	NOUN
bracis-33628	78	21	to	to	PART
bracis-33628	78	22	refine	refine	VERB
bracis-33628	78	23	individuals	individual	NOUN
bracis-33628	78	24	that	that	PRON
bracis-33628	78	25	violate	violate	VERB
bracis-33628	78	26	constraints	constraint	NOUN
bracis-33628	78	27	.	.	PUNCT
bracis-33628	79	1	a	a	DET
bracis-33628	79	2	limited	limited	ADJ
bracis-33628	79	3	number	number	NOUN
bracis-33628	79	4	\	\	NOUN
bracis-33628	79	5	(	(	PUNCT
bracis-33628	79	6	n	n	PRON
bracis-33628	79	7	\	\	NOUN
bracis-33628	79	8	)	)	PUNCT
bracis-33628	79	9	of	of	ADP
bracis-33628	79	10	solutions	solution	NOUN
bracis-33628	79	11	with	with	ADP
bracis-33628	79	12	the	the	DET
bracis-33628	79	13	smallest	small	ADJ
bracis-33628	79	14	euclidean	euclidean	ADJ
bracis-33628	79	15	distances	distance	NOUN
bracis-33628	79	16	to	to	ADP
bracis-33628	79	17	the	the	DET
bracis-33628	79	18	reference	reference	NOUN
bracis-33628	79	19	point	point	NOUN
bracis-33628	79	20	are	be	AUX
bracis-33628	79	21	selected	select	VERB
bracis-33628	79	22	,	,	PUNCT
bracis-33628	79	23	with	with	ADP
bracis-33628	79	24	\	\	PROPN
bracis-33628	79	25	(	(	PUNCT
bracis-33628	79	26	n	n	PRON
bracis-33628	79	27	\	\	NOUN
bracis-33628	79	28	)	)	PUNCT
bracis-33628	79	29	dynamically	dynamically	ADV
bracis-33628	79	30	defined	define	VERB
bracis-33628	79	31	based	base	VERB
bracis-33628	79	32	on	on	ADP
bracis-33628	79	33	the	the	DET
bracis-33628	79	34	current	current	ADJ
bracis-33628	79	35	number	number	NOUN
bracis-33628	79	36	of	of	ADP
bracis-33628	79	37	invalid	invalid	ADJ
bracis-33628	79	38	solutions	solution	NOUN
bracis-33628	79	39	.	.	PUNCT
bracis-33628	80	1	cai	cai	PROPN
bracis-33628	80	2	et	et	PROPN
bracis-33628	80	3	al	al	PROPN
bracis-33628	80	4	.	.	PUNCT
bracis-33628	80	5	 	 	SPACE
bracis-33628	81	1	[	[	X
bracis-33628	81	2	2	2	NUM
bracis-33628	81	3	]	]	PUNCT
bracis-33628	81	4	investigated	investigate	VERB
bracis-33628	81	5	local	local	ADJ
bracis-33628	81	6	search	search	NOUN
bracis-33628	81	7	strategies	strategy	NOUN
bracis-33628	81	8	in	in	ADP
bracis-33628	81	9	gas	gas	NOUN
bracis-33628	81	10	with	with	ADP
bracis-33628	81	11	a	a	DET
bracis-33628	81	12	surrogate	surrogate	NOUN
bracis-33628	81	13	-	-	PUNCT
bracis-33628	81	14	based	base	VERB
bracis-33628	81	15	trust	trust	NOUN
bracis-33628	81	16	region	region	NOUN
bracis-33628	81	17	.	.	PUNCT
bracis-33628	82	1	the	the	DET
bracis-33628	82	2	update	update	NOUN
bracis-33628	82	3	mechanism	mechanism	NOUN
bracis-33628	82	4	is	be	AUX
bracis-33628	82	5	based	base	VERB
bracis-33628	82	6	on	on	ADP
bracis-33628	82	7	a	a	DET
bracis-33628	82	8	partitioning	partitioning	ADJ
bracis-33628	82	9	strategy	strategy	NOUN
bracis-33628	82	10	of	of	ADP
bracis-33628	82	11	the	the	DET
bracis-33628	82	12	adjacent	adjacent	ADJ
bracis-33628	82	13	region	region	NOUN
bracis-33628	82	14	to	to	PART
bracis-33628	82	15	maintain	maintain	VERB
bracis-33628	82	16	population	population	NOUN
bracis-33628	82	17	diversity	diversity	NOUN
bracis-33628	82	18	and	and	CCONJ
bracis-33628	82	19	evaluate	evaluate	VERB
bracis-33628	82	20	the	the	DET
bracis-33628	82	21	expected	expect	VERB
bracis-33628	82	22	improvement	improvement	NOUN
bracis-33628	82	23	.	.	PUNCT
bracis-33628	83	1	multiple	multiple	ADJ
bracis-33628	83	2	predictive	predictive	ADJ
bracis-33628	83	3	models	model	NOUN
bracis-33628	83	4	within	within	ADP
bracis-33628	83	5	the	the	DET
bracis-33628	83	6	mechanism	mechanism	NOUN
bracis-33628	83	7	confer	confer	NOUN
bracis-33628	83	8	robustness	robustness	NOUN
bracis-33628	83	9	to	to	ADP
bracis-33628	83	10	the	the	DET
bracis-33628	83	11	optimization	optimization	NOUN
bracis-33628	83	12	,	,	PUNCT
bracis-33628	83	13	proving	prove	VERB
bracis-33628	83	14	efficient	efficient	ADJ
bracis-33628	83	15	in	in	ADP
bracis-33628	83	16	high	high	ADJ
bracis-33628	83	17	-	-	PUNCT
bracis-33628	83	18	dimensional	dimensional	ADJ
bracis-33628	83	19	problems	problem	NOUN
bracis-33628	83	20	.	.	PUNCT
bracis-33628	84	1	han	han	PROPN
bracis-33628	84	2	et	et	PROPN
bracis-33628	84	3	al	al	PROPN
bracis-33628	84	4	.	.	PROPN
bracis-33628	84	5	 	 	SPACE
bracis-33628	85	1	[	[	X
bracis-33628	85	2	8	8	NUM
bracis-33628	85	3	]	]	PUNCT
bracis-33628	85	4	developed	develop	VERB
bracis-33628	85	5	a	a	DET
bracis-33628	85	6	multiobjective	multiobjective	ADJ
bracis-33628	85	7	genetic	genetic	ADJ
bracis-33628	85	8	algorithm	algorithm	NOUN
bracis-33628	85	9	(	(	PUNCT
bracis-33628	85	10	moga	moga	PROPN
bracis-33628	85	11	)	)	PUNCT
bracis-33628	85	12	,	,	PUNCT
bracis-33628	85	13	named	name	VERB
bracis-33628	85	14	demo	demo	NOUN
bracis-33628	85	15	,	,	PUNCT
bracis-33628	85	16	for	for	ADP
bracis-33628	85	17	task	task	NOUN
bracis-33628	85	18	scheduling	scheduling	NOUN
bracis-33628	85	19	problems	problem	NOUN
bracis-33628	85	20	considering	consider	VERB
bracis-33628	85	21	setup	setup	NOUN
bracis-33628	85	22	times	time	NOUN
bracis-33628	85	23	with	with	ADP
bracis-33628	85	24	objectives	objective	NOUN
bracis-33628	85	25	focused	focus	VERB
bracis-33628	85	26	on	on	ADP
bracis-33628	85	27	total	total	ADJ
bracis-33628	85	28	time	time	NOUN
bracis-33628	85	29	and	and	CCONJ
bracis-33628	85	30	energy	energy	NOUN
bracis-33628	85	31	consumption	consumption	NOUN
bracis-33628	85	32	.	.	PUNCT
bracis-33628	86	1	they	they	PRON
bracis-33628	86	2	employed	employ	VERB
bracis-33628	86	3	a	a	DET
bracis-33628	86	4	heuristic	heuristic	NOUN
bracis-33628	86	5	for	for	ADP
bracis-33628	86	6	population	population	NOUN
bracis-33628	86	7	initialization	initialization	NOUN
bracis-33628	86	8	,	,	PUNCT
bracis-33628	86	9	self	self	NOUN
bracis-33628	86	10	-	-	PUNCT
bracis-33628	86	11	adaptive	adaptive	ADJ
bracis-33628	86	12	evolutionary	evolutionary	ADJ
bracis-33628	86	13	operators	operator	NOUN
bracis-33628	86	14	to	to	PART
bracis-33628	86	15	attain	attain	VERB
bracis-33628	86	16	high	high	ADJ
bracis-33628	86	17	-	-	PUNCT
bracis-33628	86	18	quality	quality	NOUN
bracis-33628	86	19	solutions	solution	NOUN
bracis-33628	86	20	,	,	PUNCT
bracis-33628	86	21	and	and	CCONJ
bracis-33628	86	22	a	a	DET
bracis-33628	86	23	local	local	ADJ
bracis-33628	86	24	search	search	NOUN
bracis-33628	86	25	strategy	strategy	NOUN
bracis-33628	86	26	to	to	PART
bracis-33628	86	27	enhance	enhance	VERB
bracis-33628	86	28	the	the	DET
bracis-33628	86	29	algorithm	algorithm	NOUN
bracis-33628	86	30	’s	’s	PART
bracis-33628	86	31	exploratory	exploratory	ADJ
bracis-33628	86	32	capabilities	capability	NOUN
bracis-33628	86	33	.	.	PUNCT
bracis-33628	87	1	the	the	DET
bracis-33628	87	2	local	local	ADJ
bracis-33628	87	3	search	search	NOUN
bracis-33628	87	4	operator	operator	NOUN
bracis-33628	87	5	,	,	PUNCT
bracis-33628	87	6	based	base	VERB
bracis-33628	87	7	on	on	ADP
bracis-33628	87	8	gene	gene	NOUN
bracis-33628	87	9	insertion	insertion	NOUN
bracis-33628	87	10	,	,	PUNCT
bracis-33628	87	11	selects	select	VERB
bracis-33628	87	12	individuals	individual	NOUN
bracis-33628	87	13	for	for	ADP
bracis-33628	87	14	local	local	ADJ
bracis-33628	87	15	search	search	NOUN
bracis-33628	87	16	with	with	ADP
bracis-33628	87	17	a	a	DET
bracis-33628	87	18	certain	certain	ADJ
bracis-33628	87	19	probability	probability	NOUN
bracis-33628	87	20	,	,	PUNCT
bracis-33628	87	21	creating	create	VERB
bracis-33628	87	22	a	a	DET
bracis-33628	87	23	uniformly	uniformly	ADV
bracis-33628	87	24	distributed	distribute	VERB
bracis-33628	87	25	number	number	NOUN
bracis-33628	87	26	of	of	ADP
bracis-33628	87	27	neighbors	neighbor	NOUN
bracis-33628	87	28	.	.	PUNCT
bracis-33628	88	1	the	the	DET
bracis-33628	88	2	best	good	ADJ
bracis-33628	88	3	neighbor	neighbor	NOUN
bracis-33628	88	4	is	be	AUX
bracis-33628	88	5	then	then	ADV
bracis-33628	88	6	chosen	choose	VERB
bracis-33628	88	7	based	base	VERB
bracis-33628	88	8	on	on	ADP
bracis-33628	88	9	its	its	PRON
bracis-33628	88	10	distance	distance	NOUN
bracis-33628	88	11	to	to	ADP
bracis-33628	88	12	a	a	DET
bracis-33628	88	13	reference	reference	NOUN
bracis-33628	88	14	point	point	NOUN
bracis-33628	88	15	.	.	PUNCT
bracis-33628	89	1	simulation	simulation	NOUN
bracis-33628	89	2	results	result	NOUN
bracis-33628	89	3	indicate	indicate	VERB
bracis-33628	89	4	that	that	SCONJ
bracis-33628	89	5	demo	demo	NOUN
bracis-33628	89	6	outperforms	outperform	VERB
bracis-33628	89	7	three	three	NUM
bracis-33628	89	8	state	state	NOUN
bracis-33628	89	9	-	-	PUNCT
bracis-33628	89	10	of	of	ADP
bracis-33628	89	11	-	-	PUNCT
bracis-33628	89	12	the	the	DET
bracis-33628	89	13	-	-	PUNCT
bracis-33628	89	14	art	art	NOUN
bracis-33628	89	15	algorithms	algorithm	NOUN
bracis-33628	89	16	in	in	ADP
bracis-33628	89	17	terms	term	NOUN
bracis-33628	89	18	of	of	ADP
bracis-33628	89	19	hypervolume	hypervolume	NOUN
bracis-33628	89	20	metrics	metric	NOUN
bracis-33628	89	21	,	,	PUNCT
bracis-33628	89	22	coverage	coverage	NOUN
bracis-33628	89	23	rate	rate	NOUN
bracis-33628	89	24	,	,	PUNCT
bracis-33628	89	25	and	and	CCONJ
bracis-33628	89	26	distance	distance	NOUN
bracis-33628	89	27	.	.	PUNCT
bracis-33628	90	1	azadeh	azadeh	PROPN
bracis-33628	90	2	et	et	PROPN
bracis-33628	90	3	al	al	PROPN
bracis-33628	90	4	.	.	PUNCT
bracis-33628	90	5	 	 	SPACE
bracis-33628	91	1	[	[	X
bracis-33628	91	2	1	1	X
bracis-33628	91	3	]	]	X
bracis-33628	91	4	integrated	integrate	VERB
bracis-33628	91	5	into	into	ADP
bracis-33628	91	6	nsga	nsga	NOUN
bracis-33628	91	7	-	-	PUNCT
bracis-33628	91	8	ii	ii	PROPN
bracis-33628	91	9	a	a	DET
bracis-33628	91	10	population	population	NOUN
bracis-33628	91	11	initialization	initialization	NOUN
bracis-33628	91	12	strategy	strategy	NOUN
bracis-33628	91	13	that	that	PRON
bracis-33628	91	14	eliminates	eliminate	VERB
bracis-33628	91	15	non	non	ADJ
bracis-33628	91	16	-	-	ADJ
bracis-33628	91	17	occurring	occurring	ADJ
bracis-33628	91	18	operations	operation	NOUN
bracis-33628	91	19	,	,	PUNCT
bracis-33628	91	20	crossover	crossover	VERB
bracis-33628	91	21	operators	operator	NOUN
bracis-33628	91	22	combined	combine	VERB
bracis-33628	91	23	with	with	ADP
bracis-33628	91	24	simulated	simulate	VERB
bracis-33628	91	25	annealing	annealing	NOUN
bracis-33628	91	26	,	,	PUNCT
bracis-33628	91	27	and	and	CCONJ
bracis-33628	91	28	a	a	DET
bracis-33628	91	29	mutation	mutation	NOUN
bracis-33628	91	30	operator	operator	NOUN
bracis-33628	91	31	with	with	ADP
bracis-33628	91	32	local	local	ADJ
bracis-33628	91	33	search	search	NOUN
bracis-33628	91	34	for	for	ADP
bracis-33628	91	35	neighbor	neighbor	NOUN
bracis-33628	91	36	evaluation	evaluation	NOUN
bracis-33628	91	37	.	.	PUNCT
bracis-33628	92	1	jia	jia	PROPN
bracis-33628	92	2	et	et	PROPN
bracis-33628	92	3	al	al	PROPN
bracis-33628	92	4	.	.	PUNCT
bracis-33628	92	5	 	 	SPACE
bracis-33628	93	1	[	[	X
bracis-33628	93	2	11	11	NUM
bracis-33628	93	3	]	]	PUNCT
bracis-33628	93	4	developed	develop	VERB
bracis-33628	93	5	a	a	DET
bracis-33628	93	6	history	history	NOUN
bracis-33628	93	7	-	-	PUNCT
bracis-33628	93	8	based	base	VERB
bracis-33628	93	9	evolutionary	evolutionary	ADJ
bracis-33628	93	10	algorithm	algorithm	NOUN
bracis-33628	93	11	using	use	VERB
bracis-33628	93	12	decomposition	decomposition	NOUN
bracis-33628	93	13	and	and	CCONJ
bracis-33628	93	14	local	local	ADJ
bracis-33628	93	15	competition	competition	NOUN
bracis-33628	93	16	applied	apply	VERB
bracis-33628	93	17	to	to	ADP
bracis-33628	93	18	scheduling	scheduling	NOUN
bracis-33628	93	19	with	with	ADP
bracis-33628	93	20	three	three	NUM
bracis-33628	93	21	objectives	objective	NOUN
bracis-33628	93	22	:	:	PUNCT
bracis-33628	93	23	total	total	ADJ
bracis-33628	93	24	time	time	NOUN
bracis-33628	93	25	,	,	PUNCT
bracis-33628	93	26	delay	delay	VERB
bracis-33628	93	27	penalties	penalty	NOUN
bracis-33628	93	28	,	,	PUNCT
bracis-33628	93	29	and	and	CCONJ
bracis-33628	93	30	energy	energy	NOUN
bracis-33628	93	31	consumption	consumption	NOUN
bracis-33628	93	32	.	.	PUNCT
bracis-33628	94	1	a	a	DET
bracis-33628	94	2	competitive	competitive	ADJ
bracis-33628	94	3	local	local	ADJ
bracis-33628	94	4	search	search	NOUN
bracis-33628	94	5	is	be	AUX
bracis-33628	94	6	proposed	propose	VERB
bracis-33628	94	7	(	(	PUNCT
bracis-33628	94	8	evaluating	evaluate	VERB
bracis-33628	94	9	gene	gene	NOUN
bracis-33628	94	10	position	position	NOUN
bracis-33628	94	11	swaps	swap	NOUN
bracis-33628	94	12	,	,	PUNCT
bracis-33628	94	13	gene	gene	NOUN
bracis-33628	94	14	insertion	insertion	NOUN
bracis-33628	94	15	based	base	VERB
bracis-33628	94	16	on	on	ADP
bracis-33628	94	17	time	time	NOUN
bracis-33628	94	18	optimization	optimization	NOUN
bracis-33628	94	19	)	)	PUNCT
bracis-33628	94	20	that	that	PRON
bracis-33628	94	21	adjusts	adjust	VERB
bracis-33628	94	22	task	task	NOUN
bracis-33628	94	23	positions	position	NOUN
bracis-33628	94	24	to	to	PART
bracis-33628	94	25	expedite	expedite	VERB
bracis-33628	94	26	convergence	convergence	NOUN
bracis-33628	94	27	.	.	PUNCT
bracis-33628	95	1	the	the	DET
bracis-33628	95	2	method	method	NOUN
bracis-33628	95	3	includes	include	VERB
bracis-33628	95	4	an	an	DET
bracis-33628	95	5	elitism	elitism	NOUN
bracis-33628	95	6	-	-	PUNCT
bracis-33628	95	7	based	base	VERB
bracis-33628	95	8	reinsertion	reinsertion	NOUN
bracis-33628	95	9	strategy	strategy	NOUN
bracis-33628	95	10	,	,	PUNCT
bracis-33628	95	11	retaining	retain	VERB
bracis-33628	95	12	half	half	NOUN
bracis-33628	95	13	of	of	ADP
bracis-33628	95	14	the	the	DET
bracis-33628	95	15	population	population	NOUN
bracis-33628	95	16	and	and	CCONJ
bracis-33628	95	17	generating	generate	VERB
bracis-33628	95	18	the	the	DET
bracis-33628	95	19	remaining	remain	VERB
bracis-33628	95	20	solutions	solution	NOUN
bracis-33628	95	21	based	base	VERB
bracis-33628	95	22	on	on	ADP
bracis-33628	95	23	historical	historical	ADJ
bracis-33628	95	24	information	information	NOUN
bracis-33628	95	25	and	and	CCONJ
bracis-33628	95	26	characteristics	characteristic	NOUN
bracis-33628	95	27	extracted	extract	VERB
bracis-33628	95	28	from	from	ADP
bracis-33628	95	29	the	the	DET
bracis-33628	95	30	best	good	ADJ
bracis-33628	95	31	solutions	solution	NOUN
bracis-33628	95	32	,	,	PUNCT
bracis-33628	95	33	ensuring	ensure	VERB
bracis-33628	95	34	only	only	ADV
bracis-33628	95	35	valid	valid	ADJ
bracis-33628	95	36	individuals	individual	NOUN
bracis-33628	95	37	are	be	AUX
bracis-33628	95	38	produced	produce	VERB
bracis-33628	95	39	.	.	PUNCT
bracis-33628	96	1	this	this	DET
bracis-33628	96	2	work	work	NOUN
bracis-33628	96	3	uses	use	VERB
bracis-33628	96	4	the	the	DET
bracis-33628	96	5	study	study	NOUN
bracis-33628	96	6	case	case	NOUN
bracis-33628	96	7	presented	present	VERB
bracis-33628	96	8	in	in	ADP
bracis-33628	96	9	[	[	X
bracis-33628	96	10	10	10	NUM
bracis-33628	96	11	]	]	PUNCT
bracis-33628	96	12	.	.	PUNCT
bracis-33628	97	1	authors	author	NOUN
bracis-33628	97	2	developed	develop	VERB
bracis-33628	97	3	a	a	DET
bracis-33628	97	4	moea	moea	NOUN
bracis-33628	97	5	based	base	VERB
bracis-33628	97	6	on	on	ADP
bracis-33628	97	7	nsga	nsga	NOUN
bracis-33628	97	8	-	-	PUNCT
bracis-33628	97	9	ii	ii	NOUN
bracis-33628	97	10	algorithm	algorithm	NOUN
bracis-33628	97	11	 	 	SPACE
bracis-33628	98	1	[	[	X
bracis-33628	98	2	5	5	NUM
bracis-33628	98	3	]	]	PUNCT
bracis-33628	98	4	where	where	SCONJ
bracis-33628	98	5	each	each	DET
bracis-33628	98	6	individual	individual	NOUN
bracis-33628	98	7	is	be	AUX
bracis-33628	98	8	a	a	DET
bracis-33628	98	9	variable	variable	ADJ
bracis-33628	98	10	-	-	PUNCT
bracis-33628	98	11	length	length	NOUN
bracis-33628	98	12	vector	vector	NOUN
bracis-33628	98	13	representing	represent	VERB
bracis-33628	98	14	a	a	DET
bracis-33628	98	15	production	production	NOUN
bracis-33628	98	16	plan	plan	NOUN
bracis-33628	98	17	with	with	ADP
bracis-33628	98	18	the	the	DET
bracis-33628	98	19	sequence	sequence	NOUN
bracis-33628	98	20	of	of	ADP
bracis-33628	98	21	products	product	NOUN
bracis-33628	98	22	and	and	CCONJ
bracis-33628	98	23	their	their	PRON
bracis-33628	98	24	corresponding	correspond	VERB
bracis-33628	98	25	batch	batch	NOUN
bracis-33628	98	26	numbers	number	NOUN
bracis-33628	98	27	.	.	PUNCT
bracis-33628	99	1	the	the	DET
bracis-33628	99	2	population	population	NOUN
bracis-33628	99	3	initiates	initiate	VERB
bracis-33628	99	4	with	with	ADP
bracis-33628	99	5	100	100	NUM
bracis-33628	99	6	individuals	individual	NOUN
bracis-33628	99	7	,	,	PUNCT
bracis-33628	99	8	each	each	PRON
bracis-33628	99	9	consisting	consist	VERB
bracis-33628	99	10	of	of	ADP
bracis-33628	99	11	a	a	DET
bracis-33628	99	12	single	single	ADJ
bracis-33628	99	13	gene	gene	NOUN
bracis-33628	99	14	representing	represent	VERB
bracis-33628	99	15	one	one	NUM
bracis-33628	99	16	batch	batch	NOUN
bracis-33628	99	17	of	of	ADP
bracis-33628	99	18	the	the	DET
bracis-33628	99	19	four	four	NUM
bracis-33628	99	20	products	product	NOUN
bracis-33628	99	21	.	.	PUNCT
bracis-33628	100	1	the	the	DET
bracis-33628	100	2	\(f_1\	\(f_1\	PROPN
bracis-33628	100	3	)	)	PUNCT
bracis-33628	100	4	(	(	PUNCT
bracis-33628	100	5	eq	eq	NOUN
bracis-33628	100	6	.	.	PUNCT
bracis-33628	100	7	 	 	SPACE
bracis-33628	100	8	3	3	X
bracis-33628	100	9	)	)	PUNCT
bracis-33628	100	10	is	be	AUX
bracis-33628	100	11	calculated	calculate	VERB
bracis-33628	100	12	through	through	ADP
bracis-33628	100	13	individual	individual	ADJ
bracis-33628	100	14	decoding	decoding	NOUN
bracis-33628	100	15	,	,	PUNCT
bracis-33628	100	16	while	while	SCONJ
bracis-33628	100	17	1000	1000	NUM
bracis-33628	100	18	demand	demand	NOUN
bracis-33628	100	19	simulations	simulation	NOUN
bracis-33628	100	20	(	(	PUNCT
bracis-33628	100	21	\(sd_{(p	\(sd_{(p	ADJ
bracis-33628	100	22	,	,	PUNCT
bracis-33628	100	23	m)}^{s}\	m)}^{s}\	NOUN
bracis-33628	100	24	)	)	PUNCT
bracis-33628	100	25	)	)	PUNCT
bracis-33628	100	26	is	be	AUX
bracis-33628	100	27	used	use	VERB
bracis-33628	100	28	to	to	PART
bracis-33628	100	29	calculate	calculate	VERB
bracis-33628	100	30	the	the	DET
bracis-33628	100	31	\(f_2\	\(f_2\	PROPN
bracis-33628	100	32	)	)	PUNCT
bracis-33628	100	33	and	and	CCONJ
bracis-33628	100	34	the	the	DET
bracis-33628	100	35	e.	e.	PROPN
bracis-33628	100	36	parent	parent	PROPN
bracis-33628	100	37	selection	selection	NOUN
bracis-33628	100	38	for	for	ADP
bracis-33628	100	39	crossover	crossover	NOUN
bracis-33628	100	40	utilizes	utilize	VERB
bracis-33628	100	41	binary	binary	ADJ
bracis-33628	100	42	tournament	tournament	NOUN
bracis-33628	100	43	selection	selection	NOUN
bracis-33628	100	44	.	.	PUNCT
bracis-33628	101	1	the	the	DET
bracis-33628	101	2	population	population	NOUN
bracis-33628	101	3	is	be	AUX
bracis-33628	101	4	categorized	categorize	VERB
bracis-33628	101	5	into	into	ADP
bracis-33628	101	6	non	non	ADJ
bracis-33628	101	7	-	-	ADJ
bracis-33628	101	8	dominated	dominated	ADJ
bracis-33628	101	9	fronts	front	NOUN
bracis-33628	101	10	,	,	PUNCT
bracis-33628	101	11	the	the	DET
bracis-33628	101	12	criteria	criterion	NOUN
bracis-33628	101	13	to	to	PART
bracis-33628	101	14	define	define	VERB
bracis-33628	101	15	the	the	DET
bracis-33628	101	16	winner	winner	NOUN
bracis-33628	101	17	is	be	AUX
bracis-33628	101	18	based	base	VERB
bracis-33628	101	19	on	on	ADP
bracis-33628	101	20	first	first	ADV
bracis-33628	101	21	the	the	DET
bracis-33628	101	22	backlog	backlog	NOUN
bracis-33628	101	23	constraint	constraint	NOUN
bracis-33628	101	24	,	,	PUNCT
bracis-33628	101	25	in	in	SCONJ
bracis-33628	101	26	case	case	NOUN
bracis-33628	101	27	of	of	ADP
bracis-33628	101	28	tie	tie	NOUN
bracis-33628	101	29	uses	use	VERB
bracis-33628	101	30	a	a	DET
bracis-33628	101	31	criteria	criterion	NOUN
bracis-33628	101	32	similar	similar	ADJ
bracis-33628	101	33	to	to	ADP
bracis-33628	101	34	nsga	nsga	NOUN
bracis-33628	101	35	-	-	PUNCT
bracis-33628	101	36	ii	ii	NOUN
bracis-33628	101	37	with	with	ADP
bracis-33628	101	38	the	the	DET
bracis-33628	101	39	ranking	ranking	NOUN
bracis-33628	101	40	of	of	ADP
bracis-33628	101	41	the	the	DET
bracis-33628	101	42	non	non	ADJ
bracis-33628	101	43	-	-	ADJ
bracis-33628	101	44	dominated	dominated	ADJ
bracis-33628	101	45	front	front	NOUN
bracis-33628	101	46	;	;	PUNCT
bracis-33628	101	47	and	and	CCONJ
bracis-33628	101	48	if	if	SCONJ
bracis-33628	101	49	another	another	DET
bracis-33628	101	50	tie	tie	NOUN
bracis-33628	101	51	occurs	occur	VERB
bracis-33628	101	52	the	the	DET
bracis-33628	101	53	crowding	crowd	VERB
bracis-33628	101	54	distance	distance	NOUN
bracis-33628	101	55	is	be	AUX
bracis-33628	101	56	used	use	VERB
bracis-33628	101	57	 	 	SPACE
bracis-33628	101	58	[	[	X
bracis-33628	101	59	5	5	NUM
bracis-33628	101	60	]	]	PUNCT
bracis-33628	101	61	.	.	PUNCT
bracis-33628	102	1	mutation	mutation	NOUN
bracis-33628	102	2	comprises	comprise	VERB
bracis-33628	102	3	four	four	NUM
bracis-33628	102	4	sequential	sequential	ADJ
bracis-33628	102	5	operations	operation	NOUN
bracis-33628	102	6	,	,	PUNCT
bracis-33628	102	7	applicable	applicable	ADJ
bracis-33628	102	8	per	per	ADP
bracis-33628	102	9	gene	gene	NOUN
bracis-33628	102	10	(	(	PUNCT
bracis-33628	102	11	product	product	NOUN
bracis-33628	102	12	mutation	mutation	NOUN
bracis-33628	102	13	,	,	PUNCT
bracis-33628	102	14	positive	positive	ADJ
bracis-33628	102	15	batch	batch	NOUN
bracis-33628	102	16	increment	increment	NOUN
bracis-33628	102	17	,	,	PUNCT
bracis-33628	102	18	negative	negative	ADJ
bracis-33628	102	19	batch	batch	NOUN
bracis-33628	102	20	decrement	decrement	ADJ
bracis-33628	102	21	)	)	PUNCT
bracis-33628	102	22	and/or	and/or	CCONJ
bracis-33628	102	23	per	per	ADP
bracis-33628	102	24	chromosome	chromosome	NOUN
bracis-33628	102	25	(	(	PUNCT
bracis-33628	102	26	gene	gene	NOUN
bracis-33628	102	27	position	position	NOUN
bracis-33628	102	28	swap	swap	NOUN
bracis-33628	102	29	)	)	PUNCT
bracis-33628	102	30	.	.	PUNCT
bracis-33628	103	1	a	a	DET
bracis-33628	103	2	new	new	ADJ
bracis-33628	103	3	random	random	ADJ
bracis-33628	103	4	gene	gene	NOUN
bracis-33628	103	5	is	be	AUX
bracis-33628	103	6	always	always	ADV
bracis-33628	103	7	added	add	VERB
bracis-33628	103	8	to	to	ADP
bracis-33628	103	9	the	the	DET
bracis-33628	103	10	chromosome	chromosome	NOUN
bracis-33628	103	11	to	to	ADP
bracis-33628	103	12	all	all	DET
bracis-33628	103	13	generated	generate	VERB
bracis-33628	103	14	offspring	offspring	NOUN
bracis-33628	103	15	,	,	PUNCT
bracis-33628	103	16	resulting	result	VERB
bracis-33628	103	17	in	in	ADP
bracis-33628	103	18	increasing	increase	VERB
bracis-33628	103	19	individual	individual	ADJ
bracis-33628	103	20	sizes	size	NOUN
bracis-33628	103	21	from	from	ADP
bracis-33628	103	22	the	the	DET
bracis-33628	103	23	initial	initial	ADJ
bracis-33628	103	24	population	population	NOUN
bracis-33628	103	25	.	.	PUNCT
bracis-33628	104	1	in	in	ADP
bracis-33628	104	2	the	the	DET
bracis-33628	104	3	reinsertion	reinsertion	NOUN
bracis-33628	104	4	,	,	PUNCT
bracis-33628	104	5	individuals	individual	NOUN
bracis-33628	104	6	are	be	AUX
bracis-33628	104	7	sorted	sort	VERB
bracis-33628	104	8	and	and	CCONJ
bracis-33628	104	9	selected	select	VERB
bracis-33628	104	10	based	base	VERB
bracis-33628	104	11	on	on	ADP
bracis-33628	104	12	constraint	constraint	NOUN
bracis-33628	104	13	value	value	NOUN
bracis-33628	104	14	,	,	PUNCT
bracis-33628	104	15	i.e.	i.e.	X
bracis-33628	104	16	,	,	PUNCT
bracis-33628	104	17	those	those	PRON
bracis-33628	104	18	with	with	ADP
bracis-33628	104	19	the	the	DET
bracis-33628	104	20	smallest	small	ADJ
bracis-33628	104	21	constraint	constraint	NOUN
bracis-33628	104	22	violations	violation	NOUN
bracis-33628	104	23	will	will	AUX
bracis-33628	104	24	be	be	AUX
bracis-33628	104	25	chosen	choose	VERB
bracis-33628	104	26	.	.	PUNCT
bracis-33628	105	1	in	in	ADP
bracis-33628	105	2	case	case	NOUN
bracis-33628	105	3	of	of	ADP
bracis-33628	105	4	a	a	DET
bracis-33628	105	5	tie	tie	NOUN
bracis-33628	105	6	,	,	PUNCT
bracis-33628	105	7	the	the	DET
bracis-33628	105	8	ranking	ranking	NOUN
bracis-33628	105	9	of	of	ADP
bracis-33628	105	10	the	the	DET
bracis-33628	105	11	non	non	ADJ
bracis-33628	105	12	-	-	ADJ
bracis-33628	105	13	dominated	dominated	ADJ
bracis-33628	105	14	front	front	NOUN
bracis-33628	105	15	and	and	CCONJ
bracis-33628	105	16	crowding	crowd	VERB
bracis-33628	105	17	distance	distance	NOUN
bracis-33628	105	18	are	be	AUX
bracis-33628	105	19	applied	apply	VERB
bracis-33628	105	20	 	 	SPACE
bracis-33628	105	21	[	[	X
bracis-33628	105	22	5	5	NUM
bracis-33628	105	23	]	]	PUNCT
bracis-33628	105	24	.	.	PUNCT
bracis-33628	106	1	in	in	ADP
bracis-33628	106	2	the	the	DET
bracis-33628	106	3	end	end	NOUN
bracis-33628	106	4	of	of	ADP
bracis-33628	106	5	each	each	DET
bracis-33628	106	6	1000	1000	NUM
bracis-33628	106	7	generations	generation	NOUN
bracis-33628	106	8	(	(	PUNCT
bracis-33628	106	9	defined	define	VERB
bracis-33628	106	10	as	as	ADP
bracis-33628	106	11	a	a	DET
bracis-33628	106	12	run	run	NOUN
bracis-33628	106	13	)	)	PUNCT
bracis-33628	106	14	feasible	feasible	ADJ
bracis-33628	106	15	non	non	ADJ
bracis-33628	106	16	-	-	ADJ
bracis-33628	106	17	dominated	dominate	VERB
bracis-33628	106	18	solutions	solution	NOUN
bracis-33628	106	19	are	be	AUX
bracis-33628	106	20	stored	store	VERB
bracis-33628	106	21	to	to	ADP
bracis-33628	106	22	an	an	DET
bracis-33628	106	23	external	external	ADJ
bracis-33628	106	24	file	file	NOUN
bracis-33628	106	25	.	.	PUNCT
bracis-33628	107	1	this	this	DET
bracis-33628	107	2	process	process	NOUN
bracis-33628	107	3	is	be	AUX
bracis-33628	107	4	iterated	iterate	VERB
bracis-33628	107	5	50	50	NUM
bracis-33628	107	6	times	time	NOUN
bracis-33628	107	7	(	(	PUNCT
bracis-33628	107	8	runs	run	NOUN
bracis-33628	107	9	)	)	PUNCT
bracis-33628	107	10	,	,	PUNCT
bracis-33628	107	11	resulting	result	VERB
bracis-33628	107	12	in	in	ADP
bracis-33628	107	13	a	a	DET
bracis-33628	107	14	file	file	NOUN
bracis-33628	107	15	containing	contain	VERB
bracis-33628	107	16	feasible	feasible	ADJ
bracis-33628	107	17	non	non	ADJ
bracis-33628	107	18	-	-	ADJ
bracis-33628	107	19	dominated	dominate	VERB
bracis-33628	107	20	solutions	solution	NOUN
bracis-33628	107	21	from	from	ADP
bracis-33628	107	22	all	all	DET
bracis-33628	107	23	50	50	NUM
bracis-33628	107	24	runs	run	NOUN
bracis-33628	107	25	.	.	PUNCT
bracis-33628	108	1	the	the	DET
bracis-33628	108	2	non	non	ADJ
bracis-33628	108	3	-	-	ADJ
bracis-33628	108	4	dominated	dominated	ADJ
bracis-33628	108	5	front	front	NOUN
bracis-33628	108	6	of	of	ADP
bracis-33628	108	7	the	the	DET
bracis-33628	108	8	external	external	ADJ
bracis-33628	108	9	file	file	NOUN
bracis-33628	108	10	is	be	AUX
bracis-33628	108	11	calculated	calculate	VERB
bracis-33628	108	12	again	again	ADV
bracis-33628	108	13	,	,	PUNCT
bracis-33628	108	14	determining	determine	VERB
bracis-33628	108	15	it	it	PRON
bracis-33628	108	16	as	as	ADP
bracis-33628	108	17	the	the	DET
bracis-33628	108	18	final	final	ADJ
bracis-33628	108	19	solution	solution	NOUN
bracis-33628	108	20	of	of	ADP
bracis-33628	108	21	one	one	NUM
bracis-33628	108	22	execution	execution	NOUN
bracis-33628	108	23	.	.	PUNCT
bracis-33628	109	1	in	in	ADP
bracis-33628	109	2	previous	previous	ADJ
bracis-33628	109	3	work	work	NOUN
bracis-33628	109	4	 	 	SPACE
bracis-33628	109	5	[	[	X
bracis-33628	109	6	13	13	NUM
bracis-33628	109	7	]	]	PUNCT
bracis-33628	109	8	,	,	PUNCT
bracis-33628	109	9	a	a	DET
bracis-33628	109	10	moea	moea	NOUN
bracis-33628	109	11	approach	approach	NOUN
bracis-33628	109	12	,	,	PUNCT
bracis-33628	109	13	called	call	VERB
bracis-33628	109	14	ini	ini	PROPN
bracis-33628	109	15	-	-	PROPN
bracis-33628	109	16	heu	heu	PROPN
bracis-33628	109	17	,	,	PUNCT
bracis-33628	109	18	was	be	AUX
bracis-33628	109	19	proposed	propose	VERB
bracis-33628	109	20	as	as	ADP
bracis-33628	109	21	an	an	DET
bracis-33628	109	22	improvement	improvement	NOUN
bracis-33628	109	23	for	for	ADP
bracis-33628	109	24	the	the	DET
bracis-33628	109	25	later	later	ADJ
bracis-33628	109	26	work	work	NOUN
bracis-33628	109	27	[	[	X
bracis-33628	109	28	10	10	NUM
bracis-33628	109	29	]	]	PUNCT
bracis-33628	109	30	.	.	PUNCT
bracis-33628	110	1	this	this	DET
bracis-33628	110	2	approach	approach	NOUN
bracis-33628	110	3	increasing	increase	VERB
bracis-33628	110	4	the	the	DET
bracis-33628	110	5	diversity	diversity	NOUN
bracis-33628	110	6	of	of	ADP
bracis-33628	110	7	the	the	DET
bracis-33628	110	8	population	population	NOUN
bracis-33628	110	9	based	base	VERB
bracis-33628	110	10	on	on	ADP
bracis-33628	110	11	initialization	initialization	NOUN
bracis-33628	110	12	strategies	strategy	NOUN
bracis-33628	110	13	,	,	PUNCT
bracis-33628	110	14	incorporating	incorporate	VERB
bracis-33628	110	15	an	an	DET
bracis-33628	110	16	optimized	optimize	VERB
bracis-33628	110	17	heuristic	heuristic	NOUN
bracis-33628	110	18	-	-	PUNCT
bracis-33628	110	19	based	base	VERB
bracis-33628	110	20	mutation	mutation	NOUN
bracis-33628	110	21	operator	operator	NOUN
bracis-33628	110	22	,	,	PUNCT
bracis-33628	110	23	and	and	CCONJ
bracis-33628	110	24	exploring	explore	VERB
bracis-33628	110	25	various	various	ADJ
bracis-33628	110	26	crossover	crossover	NOUN
bracis-33628	110	27	types	type	NOUN
bracis-33628	110	28	to	to	PART
bracis-33628	110	29	enhance	enhance	VERB
bracis-33628	110	30	solution	solution	NOUN
bracis-33628	110	31	quality	quality	NOUN
bracis-33628	110	32	.	.	PUNCT
bracis-33628	111	1	despite	despite	SCONJ
bracis-33628	111	2	the	the	DET
bracis-33628	111	3	improvements	improvement	NOUN
bracis-33628	111	4	in	in	ADP
bracis-33628	111	5	the	the	DET
bracis-33628	111	6	metrics	metric	NOUN
bracis-33628	111	7	evaluated	evaluate	VERB
bracis-33628	111	8	some	some	DET
bracis-33628	111	9	areas	area	NOUN
bracis-33628	111	10	for	for	ADP
bracis-33628	111	11	improvement	improvement	NOUN
bracis-33628	111	12	were	be	AUX
bracis-33628	111	13	identified	identify	VERB
bracis-33628	111	14	:	:	PUNCT
bracis-33628	111	15	(	(	PUNCT
bracis-33628	111	16	i	i	NOUN
bracis-33628	111	17	)	)	PUNCT
bracis-33628	111	18	high	high	ADJ
bracis-33628	111	19	error	error	NOUN
bracis-33628	111	20	rate	rate	NOUN
bracis-33628	111	21	,	,	PUNCT
bracis-33628	111	22	even	even	ADV
bracis-33628	111	23	using	use	VERB
bracis-33628	111	24	a	a	DET
bracis-33628	111	25	high	high	ADJ
bracis-33628	111	26	number	number	NOUN
bracis-33628	111	27	of	of	ADP
bracis-33628	111	28	generations	generation	NOUN
bracis-33628	111	29	;	;	PUNCT
bracis-33628	111	30	(	(	PUNCT
bracis-33628	111	31	ii	ii	NOUN
bracis-33628	111	32	)	)	PUNCT
bracis-33628	111	33	low	low	ADJ
bracis-33628	111	34	diversity	diversity	NOUN
bracis-33628	111	35	in	in	ADP
bracis-33628	111	36	the	the	DET
bracis-33628	111	37	final	final	ADJ
bracis-33628	111	38	population	population	NOUN
bracis-33628	111	39	,	,	PUNCT
bracis-33628	111	40	where	where	SCONJ
bracis-33628	111	41	individuals	individual	NOUN
bracis-33628	111	42	are	be	AUX
bracis-33628	111	43	very	very	ADV
bracis-33628	111	44	close	close	ADJ
bracis-33628	111	45	to	to	ADP
bracis-33628	111	46	each	each	DET
bracis-33628	111	47	other	other	ADJ
bracis-33628	111	48	;	;	PUNCT
bracis-33628	111	49	and	and	CCONJ
bracis-33628	111	50	(	(	PUNCT
bracis-33628	111	51	iii	iii	X
bracis-33628	111	52	)	)	PUNCT
bracis-33628	111	53	large	large	ADJ
bracis-33628	111	54	complex	complex	ADJ
bracis-33628	111	55	problem	problem	NOUN
bracis-33628	111	56	space	space	NOUN
bracis-33628	111	57	adding	add	VERB
bracis-33628	111	58	complexity	complexity	NOUN
bracis-33628	111	59	to	to	ADP
bracis-33628	111	60	the	the	DET
bracis-33628	111	61	search	search	NOUN
bracis-33628	111	62	of	of	ADP
bracis-33628	111	63	feasible	feasible	ADJ
bracis-33628	111	64	solutions	solution	NOUN
bracis-33628	111	65	.	.	PUNCT
bracis-33628	112	1	4	4	NUM
bracis-33628	112	2	proposed	propose	VERB
bracis-33628	112	3	model	model	NOUN
bracis-33628	112	4	in	in	ADP
bracis-33628	112	5	this	this	DET
bracis-33628	112	6	section	section	NOUN
bracis-33628	112	7	,	,	PUNCT
bracis-33628	112	8	the	the	DET
bracis-33628	112	9	proposed	propose	VERB
bracis-33628	112	10	strategies	strategy	NOUN
bracis-33628	112	11	for	for	ADP
bracis-33628	112	12	enhancing	enhance	VERB
bracis-33628	112	13	the	the	DET
bracis-33628	112	14	genetic	genetic	ADJ
bracis-33628	112	15	operators	operator	NOUN
bracis-33628	112	16	are	be	AUX
bracis-33628	112	17	detailed	detail	VERB
bracis-33628	112	18	.	.	PUNCT
bracis-33628	113	1	two	two	NUM
bracis-33628	113	2	models	model	NOUN
bracis-33628	113	3	are	be	AUX
bracis-33628	113	4	investigated	investigate	VERB
bracis-33628	113	5	:	:	PUNCT
bracis-33628	113	6	the	the	DET
bracis-33628	113	7	first	first	ADJ
bracis-33628	113	8	,	,	PUNCT
bracis-33628	113	9	named	name	VERB
bracis-33628	113	10	ps	ps	NOUN
bracis-33628	113	11	-	-	PUNCT
bracis-33628	113	12	re	re	NOUN
bracis-33628	113	13	,	,	PUNCT
bracis-33628	113	14	improves	improve	VERB
bracis-33628	113	15	upon	upon	SCONJ
bracis-33628	113	16	the	the	DET
bracis-33628	113	17	reference	reference	NOUN
bracis-33628	113	18	model	model	PROPN
bracis-33628	113	19	ini	ini	PROPN
bracis-33628	113	20	-	-	PROPN
bracis-33628	113	21	heu	heu	PROPN
bracis-33628	113	22	(	(	PUNCT
bracis-33628	113	23	[	[	X
bracis-33628	113	24	13	13	NUM
bracis-33628	113	25	]	]	PUNCT
bracis-33628	113	26	)	)	PUNCT
bracis-33628	113	27	by	by	ADP
bracis-33628	113	28	incorporating	incorporate	VERB
bracis-33628	113	29	the	the	DET
bracis-33628	113	30	partitioned	partition	VERB
bracis-33628	113	31	selection	selection	NOUN
bracis-33628	113	32	with	with	ADP
bracis-33628	113	33	constraints	constraint	NOUN
bracis-33628	113	34	for	for	ADP
bracis-33628	113	35	reinsertion	reinsertion	NOUN
bracis-33628	113	36	,	,	PUNCT
bracis-33628	113	37	and	and	CCONJ
bracis-33628	113	38	also	also	ADV
bracis-33628	113	39	reduces	reduce	VERB
bracis-33628	113	40	the	the	DET
bracis-33628	113	41	number	number	NOUN
bracis-33628	113	42	of	of	ADP
bracis-33628	113	43	generations	generation	NOUN
bracis-33628	113	44	by	by	ADP
bracis-33628	113	45	increasing	increase	VERB
bracis-33628	113	46	the	the	DET
bracis-33628	113	47	crossover	crossover	NOUN
bracis-33628	113	48	rate	rate	NOUN
bracis-33628	113	49	.	.	PUNCT
bracis-33628	114	1	the	the	DET
bracis-33628	114	2	second	second	ADJ
bracis-33628	114	3	variation	variation	NOUN
bracis-33628	114	4	,	,	PUNCT
bracis-33628	114	5	named	name	VERB
bracis-33628	114	6	bl	bl	NOUN
bracis-33628	114	7	-	-	PUNCT
bracis-33628	114	8	bat	bat	NOUN
bracis-33628	114	9	,	,	PUNCT
bracis-33628	114	10	extends	extend	VERB
bracis-33628	114	11	the	the	DET
bracis-33628	114	12	ps	ps	PROPN
bracis-33628	114	13	-	-	PUNCT
bracis-33628	114	14	re	re	NOUN
bracis-33628	114	15	model	model	NOUN
bracis-33628	114	16	by	by	ADP
bracis-33628	114	17	integrating	integrate	VERB
bracis-33628	114	18	a	a	DET
bracis-33628	114	19	mutation	mutation	NOUN
bracis-33628	114	20	operator	operator	NOUN
bracis-33628	114	21	coupled	couple	VERB
bracis-33628	114	22	with	with	ADP
bracis-33628	114	23	a	a	DET
bracis-33628	114	24	greedy	greedy	ADJ
bracis-33628	114	25	local	local	ADJ
bracis-33628	114	26	search	search	NOUN
bracis-33628	114	27	strategy	strategy	NOUN
bracis-33628	114	28	to	to	PART
bracis-33628	114	29	determine	determine	VERB
bracis-33628	114	30	the	the	DET
bracis-33628	114	31	number	number	NOUN
bracis-33628	114	32	of	of	ADP
bracis-33628	114	33	batches	batch	NOUN
bracis-33628	114	34	for	for	ADP
bracis-33628	114	35	new	new	ADJ
bracis-33628	114	36	genes	gene	NOUN
bracis-33628	114	37	.	.	PUNCT
bracis-33628	115	1	4.1	4.1	NUM
bracis-33628	115	2	selection	selection	NOUN
bracis-33628	115	3	partitioned	partition	VERB
bracis-33628	115	4	by	by	ADP
bracis-33628	115	5	 	 	SPACE
bracis-33628	115	6	constraints	constraint	NOUN
bracis-33628	115	7	for	for	ADP
bracis-33628	115	8	 	 	SPACE
bracis-33628	115	9	reinsertion	reinsertion	NOUN
bracis-33628	115	10	we	we	PRON
bracis-33628	115	11	propose	propose	VERB
bracis-33628	115	12	a	a	DET
bracis-33628	115	13	selection	selection	NOUN
bracis-33628	115	14	partitioned	partition	VERB
bracis-33628	115	15	by	by	ADP
bracis-33628	115	16	constraints	constraint	NOUN
bracis-33628	115	17	for	for	ADP
bracis-33628	115	18	reinsertion	reinsertion	NOUN
bracis-33628	115	19	based	base	VERB
bracis-33628	115	20	on	on	ADP
bracis-33628	115	21	distinct	distinct	ADJ
bracis-33628	115	22	evaluation	evaluation	NOUN
bracis-33628	115	23	criteria	criterion	NOUN
bracis-33628	115	24	(	(	PUNCT
bracis-33628	115	25	constrained	constrained	ADJ
bracis-33628	115	26	and	and	CCONJ
bracis-33628	115	27	non	non	ADJ
bracis-33628	115	28	-	-	ADJ
bracis-33628	115	29	constrained	constrain	VERB
bracis-33628	115	30	)	)	PUNCT
bracis-33628	115	31	,	,	PUNCT
bracis-33628	115	32	aiming	aim	VERB
bracis-33628	115	33	to	to	PART
bracis-33628	115	34	enhance	enhance	VERB
bracis-33628	115	35	the	the	DET
bracis-33628	115	36	population	population	NOUN
bracis-33628	115	37	diversity	diversity	NOUN
bracis-33628	115	38	.	.	PUNCT
bracis-33628	116	1	the	the	DET
bracis-33628	116	2	proposed	propose	VERB
bracis-33628	116	3	partitioned	partition	VERB
bracis-33628	116	4	reinsertion	reinsertion	NOUN
bracis-33628	116	5	strategy	strategy	NOUN
bracis-33628	116	6	divides	divide	VERB
bracis-33628	116	7	the	the	DET
bracis-33628	116	8	population	population	NOUN
bracis-33628	116	9	set	set	VERB
bracis-33628	116	10	\	\	PROPN
bracis-33628	116	11	(	(	PUNCT
bracis-33628	116	12	p	p	PROPN
bracis-33628	116	13	\	\	PROPN
bracis-33628	116	14	)	)	PUNCT
bracis-33628	116	15	of	of	ADP
bracis-33628	116	16	size	size	NOUN
bracis-33628	116	17	\	\	PROPN
bracis-33628	116	18	(	(	PUNCT
bracis-33628	116	19	n	n	PRON
bracis-33628	116	20	\	\	NOUN
bracis-33628	116	21	)	)	PUNCT
bracis-33628	116	22	into	into	ADP
bracis-33628	116	23	two	two	NUM
bracis-33628	116	24	subsets	subset	NOUN
bracis-33628	116	25	\	\	NOUN
bracis-33628	116	26	(	(	PUNCT
bracis-33628	116	27	p_{1	p_{1	PROPN
bracis-33628	116	28	}	}	PUNCT
bracis-33628	116	29	\	\	NOUN
bracis-33628	116	30	)	)	PUNCT
bracis-33628	116	31	and	and	CCONJ
bracis-33628	116	32	\	\	PROPN
bracis-33628	116	33	(	(	PUNCT
bracis-33628	116	34	p_{2	p_{2	NOUN
bracis-33628	116	35	}	}	PUNCT
bracis-33628	116	36	\	\	NOUN
bracis-33628	116	37	)	)	PUNCT
bracis-33628	116	38	,	,	PUNCT
bracis-33628	116	39	selected	select	VERB
bracis-33628	116	40	based	base	VERB
bracis-33628	116	41	on	on	ADP
bracis-33628	116	42	the	the	DET
bracis-33628	116	43	original	original	ADJ
bracis-33628	116	44	(	(	PUNCT
bracis-33628	116	45	restricted	restrict	VERB
bracis-33628	116	46	)	)	PUNCT
bracis-33628	116	47	and	and	CCONJ
bracis-33628	116	48	nsga	nsga	NOUN
bracis-33628	116	49	-	-	PUNCT
bracis-33628	116	50	ii	ii	PROPN
bracis-33628	116	51	(	(	PUNCT
bracis-33628	116	52	unrestricted	unrestricted	ADJ
bracis-33628	116	53	)	)	PUNCT
bracis-33628	116	54	criteria	criterion	NOUN
bracis-33628	116	55	,	,	PUNCT
bracis-33628	116	56	respectively	respectively	ADV
bracis-33628	116	57	.	.	PUNCT
bracis-33628	117	1	the	the	DET
bracis-33628	117	2	first	first	ADJ
bracis-33628	117	3	subset	subset	NOUN
bracis-33628	117	4	\	\	PROPN
bracis-33628	117	5	(	(	PUNCT
bracis-33628	117	6	p_{1	p_{1	PROPN
bracis-33628	117	7	}	}	PUNCT
bracis-33628	117	8	\	\	PROPN
bracis-33628	117	9	)	)	PUNCT
bracis-33628	117	10	,	,	PUNCT
bracis-33628	117	11	of	of	ADP
bracis-33628	117	12	size	size	NOUN
bracis-33628	117	13	\	\	PROPN
bracis-33628	117	14	(	(	PUNCT
bracis-33628	117	15	n	n	PRON
bracis-33628	117	16	\cdot	\cdot	NOUN
bracis-33628	117	17	pre	pre	X
bracis-33628	117	18	\	\	NOUN
bracis-33628	117	19	)	)	PUNCT
bracis-33628	117	20	,	,	PUNCT
bracis-33628	117	21	is	be	AUX
bracis-33628	117	22	selected	select	VERB
bracis-33628	117	23	by	by	ADP
bracis-33628	117	24	initially	initially	ADV
bracis-33628	117	25	prioritizing	prioritize	VERB
bracis-33628	117	26	the	the	DET
bracis-33628	117	27	constraint	constraint	NOUN
bracis-33628	117	28	;	;	PUNCT
bracis-33628	117	29	in	in	ADP
bracis-33628	117	30	case	case	NOUN
bracis-33628	117	31	of	of	ADP
bracis-33628	117	32	a	a	DET
bracis-33628	117	33	tie	tie	NOUN
bracis-33628	117	34	,	,	PUNCT
bracis-33628	117	35	the	the	DET
bracis-33628	117	36	nsga	nsga	NOUN
bracis-33628	117	37	-	-	PUNCT
bracis-33628	117	38	ii	ii	NOUN
bracis-33628	117	39	criterion	criterion	NOUN
bracis-33628	117	40	is	be	AUX
bracis-33628	117	41	applied	apply	VERB
bracis-33628	117	42	evaluating	evaluate	VERB
bracis-33628	117	43	first	first	ADV
bracis-33628	117	44	the	the	DET
bracis-33628	117	45	pareto	pareto	ADJ
bracis-33628	117	46	front	front	NOUN
bracis-33628	117	47	and	and	CCONJ
bracis-33628	117	48	in	in	ADP
bracis-33628	117	49	case	case	NOUN
bracis-33628	117	50	of	of	ADP
bracis-33628	117	51	tie	tie	VERB
bracis-33628	117	52	the	the	DET
bracis-33628	117	53	crowding	crowd	VERB
bracis-33628	117	54	distance	distance	NOUN
bracis-33628	117	55	.	.	PUNCT
bracis-33628	118	1	the	the	DET
bracis-33628	118	2	second	second	ADJ
bracis-33628	118	3	subset	subset	NOUN
bracis-33628	118	4	\	\	PROPN
bracis-33628	118	5	(	(	PUNCT
bracis-33628	118	6	p_{2	p_{2	NOUN
bracis-33628	118	7	}	}	PUNCT
bracis-33628	118	8	\	\	NOUN
bracis-33628	118	9	)	)	PUNCT
bracis-33628	118	10	,	,	PUNCT
bracis-33628	118	11	of	of	ADP
bracis-33628	118	12	size	size	NOUN
bracis-33628	118	13	\	\	PROPN
bracis-33628	118	14	(	(	PUNCT
bracis-33628	118	15	n	n	PRON
bracis-33628	118	16	\cdot	\cdot	NOUN
bracis-33628	118	17	(	(	PUNCT
bracis-33628	118	18	1	1	NUM
bracis-33628	118	19	-	-	PUNCT
bracis-33628	118	20	pre	pre	NOUN
bracis-33628	118	21	)	)	PUNCT
bracis-33628	118	22	\	\	NOUN
bracis-33628	118	23	)	)	PUNCT
bracis-33628	118	24	,	,	PUNCT
bracis-33628	118	25	is	be	AUX
bracis-33628	118	26	chosen	choose	VERB
bracis-33628	118	27	exclusively	exclusively	ADV
bracis-33628	118	28	by	by	ADP
bracis-33628	118	29	the	the	DET
bracis-33628	118	30	nsga	nsga	NOUN
bracis-33628	118	31	-	-	PUNCT
bracis-33628	118	32	ii	ii	NOUN
bracis-33628	118	33	criterion	criterion	NOUN
bracis-33628	118	34	.	.	PUNCT
bracis-33628	119	1	during	during	ADP
bracis-33628	119	2	the	the	DET
bracis-33628	119	3	reinsertion	reinsertion	NOUN
bracis-33628	119	4	process	process	NOUN
bracis-33628	119	5	,	,	PUNCT
bracis-33628	119	6	the	the	DET
bracis-33628	119	7	pareto	pareto	ADJ
bracis-33628	119	8	front	front	NOUN
bracis-33628	119	9	of	of	ADP
bracis-33628	119	10	all	all	DET
bracis-33628	119	11	solutions	solution	NOUN
bracis-33628	119	12	are	be	AUX
bracis-33628	119	13	calculated	calculate	VERB
bracis-33628	119	14	,	,	PUNCT
bracis-33628	119	15	regardless	regardless	ADV
bracis-33628	119	16	of	of	ADP
bracis-33628	119	17	the	the	DET
bracis-33628	119	18	constraints	constraint	NOUN
bracis-33628	119	19	.	.	PUNCT
bracis-33628	120	1	the	the	DET
bracis-33628	120	2	set	set	NOUN
bracis-33628	120	3	\	\	PROPN
bracis-33628	120	4	(	(	PUNCT
bracis-33628	120	5	p_{1	p_{1	PROPN
bracis-33628	120	6	}	}	PUNCT
bracis-33628	120	7	\	\	NOUN
bracis-33628	120	8	)	)	PUNCT
bracis-33628	120	9	is	be	AUX
bracis-33628	120	10	filled	fill	VERB
bracis-33628	120	11	by	by	ADP
bracis-33628	120	12	selecting	select	VERB
bracis-33628	120	13	\	\	PROPN
bracis-33628	120	14	(	(	PUNCT
bracis-33628	120	15	n	n	PRON
bracis-33628	120	16	\cdot	\cdot	NOUN
bracis-33628	120	17	pre	pre	X
bracis-33628	120	18	\	\	NOUN
bracis-33628	120	19	)	)	PUNCT
bracis-33628	120	20	solutions	solution	NOUN
bracis-33628	120	21	according	accord	VERB
bracis-33628	120	22	to	to	ADP
bracis-33628	120	23	the	the	DET
bracis-33628	120	24	ordering	ordering	NOUN
bracis-33628	120	25	of	of	ADP
bracis-33628	120	26	the	the	DET
bracis-33628	120	27	original	original	ADJ
bracis-33628	120	28	criterion	criterion	NOUN
bracis-33628	120	29	.	.	PUNCT
bracis-33628	121	1	with	with	ADP
bracis-33628	121	2	the	the	DET
bracis-33628	121	3	remaining	remain	VERB
bracis-33628	121	4	solutions	solution	NOUN
bracis-33628	121	5	,	,	PUNCT
bracis-33628	121	6	they	they	PRON
bracis-33628	121	7	are	be	AUX
bracis-33628	121	8	ordered	order	VERB
bracis-33628	121	9	using	use	VERB
bracis-33628	121	10	the	the	DET
bracis-33628	121	11	nsga	nsga	NOUN
bracis-33628	121	12	-	-	PUNCT
bracis-33628	121	13	ii	ii	NOUN
bracis-33628	121	14	criterion	criterion	NOUN
bracis-33628	121	15	.	.	PUNCT
bracis-33628	122	1	that	that	PRON
bracis-33628	122	2	is	be	AUX
bracis-33628	122	3	,	,	PUNCT
bracis-33628	122	4	for	for	ADP
bracis-33628	122	5	a	a	DET
bracis-33628	122	6	population	population	NOUN
bracis-33628	122	7	with	with	ADP
bracis-33628	122	8	\	\	PROPN
bracis-33628	122	9	(	(	PUNCT
bracis-33628	122	10	n=100	n=100	NUM
bracis-33628	122	11	\	\	PROPN
bracis-33628	122	12	)	)	PUNCT
bracis-33628	122	13	,	,	PUNCT
bracis-33628	122	14	the	the	DET
bracis-33628	122	15	dominance	dominance	NOUN
bracis-33628	122	16	front	front	NOUN
bracis-33628	122	17	are	be	AUX
bracis-33628	122	18	calculated	calculate	VERB
bracis-33628	122	19	disregarding	disregard	VERB
bracis-33628	122	20	the	the	DET
bracis-33628	122	21	constraints	constraint	NOUN
bracis-33628	122	22	.	.	PUNCT
bracis-33628	123	1	considering	consider	VERB
bracis-33628	123	2	\	\	PROPN
bracis-33628	123	3	(	(	PUNCT
bracis-33628	123	4	pre	pre	X
bracis-33628	123	5	\	\	NOUN
bracis-33628	123	6	)	)	PUNCT
bracis-33628	123	7	of	of	ADP
bracis-33628	123	8	60	60	NUM
bracis-33628	123	9	%	%	NOUN
bracis-33628	123	10	,	,	PUNCT
bracis-33628	123	11	each	each	DET
bracis-33628	123	12	generation	generation	NOUN
bracis-33628	123	13	selects	select	VERB
bracis-33628	123	14	60	60	NUM
bracis-33628	123	15	individuals	individual	NOUN
bracis-33628	123	16	following	follow	VERB
bracis-33628	123	17	the	the	DET
bracis-33628	123	18	ordering	ordering	NOUN
bracis-33628	123	19	criterion	criterion	NOUN
bracis-33628	123	20	that	that	PRON
bracis-33628	123	21	prioritizes	prioritize	VERB
bracis-33628	123	22	the	the	DET
bracis-33628	123	23	smallest	small	ADJ
bracis-33628	123	24	constraint	constraint	NOUN
bracis-33628	123	25	results	result	NOUN
bracis-33628	123	26	and	and	CCONJ
bracis-33628	123	27	,	,	PUNCT
bracis-33628	123	28	in	in	ADP
bracis-33628	123	29	case	case	NOUN
bracis-33628	123	30	of	of	ADP
bracis-33628	123	31	a	a	DET
bracis-33628	123	32	tie	tie	NOUN
bracis-33628	123	33	,	,	PUNCT
bracis-33628	123	34	the	the	DET
bracis-33628	123	35	nsga	nsga	NOUN
bracis-33628	123	36	-	-	PUNCT
bracis-33628	123	37	ii	ii	PROPN
bracis-33628	123	38	criteria	criterion	NOUN
bracis-33628	123	39	.	.	PUNCT
bracis-33628	124	1	the	the	DET
bracis-33628	124	2	remaining	remain	VERB
bracis-33628	124	3	40	40	NUM
bracis-33628	124	4	individuals	individual	NOUN
bracis-33628	124	5	are	be	AUX
bracis-33628	124	6	chosen	choose	VERB
bracis-33628	124	7	from	from	ADP
bracis-33628	124	8	the	the	DET
bracis-33628	124	9	entirety	entirety	NOUN
bracis-33628	124	10	of	of	ADP
bracis-33628	124	11	the	the	DET
bracis-33628	124	12	current	current	ADJ
bracis-33628	124	13	population	population	NOUN
bracis-33628	124	14	,	,	PUNCT
bracis-33628	124	15	based	base	VERB
bracis-33628	124	16	on	on	ADP
bracis-33628	124	17	the	the	DET
bracis-33628	124	18	nsga	nsga	NOUN
bracis-33628	124	19	-	-	PUNCT
bracis-33628	124	20	ii	ii	NOUN
bracis-33628	124	21	criteria	criterion	NOUN
bracis-33628	124	22	.	.	PUNCT
bracis-33628	125	1	4.2	4.2	NUM
bracis-33628	125	2	mutation	mutation	NOUN
bracis-33628	125	3	with	with	ADP
bracis-33628	125	4	 	 	SPACE
bracis-33628	125	5	greedy	greedy	ADJ
bracis-33628	125	6	local	local	ADJ
bracis-33628	125	7	search	search	NOUN
bracis-33628	125	8	an	an	DET
bracis-33628	125	9	enhancement	enhancement	NOUN
bracis-33628	125	10	for	for	ADP
bracis-33628	125	11	the	the	DET
bracis-33628	125	12	heuristic	heuristic	ADJ
bracis-33628	125	13	mutation	mutation	NOUN
bracis-33628	125	14	operator	operator	NOUN
bracis-33628	125	15	used	use	VERB
bracis-33628	125	16	in	in	ADP
bracis-33628	125	17	 	 	SPACE
bracis-33628	125	18	[	[	PUNCT
bracis-33628	125	19	13	13	NUM
bracis-33628	125	20	]	]	PUNCT
bracis-33628	125	21	is	be	AUX
bracis-33628	125	22	proposed	propose	VERB
bracis-33628	125	23	.	.	PUNCT
bracis-33628	126	1	for	for	ADP
bracis-33628	126	2	non	non	ADJ
bracis-33628	126	3	-	-	ADJ
bracis-33628	126	4	linear	linear	ADJ
bracis-33628	126	5	constrained	constrain	VERB
bracis-33628	126	6	problems	problem	NOUN
bracis-33628	126	7	,	,	PUNCT
bracis-33628	126	8	the	the	DET
bracis-33628	126	9	exploitation	exploitation	NOUN
bracis-33628	126	10	of	of	ADP
bracis-33628	126	11	neighbours	neighbour	NOUN
bracis-33628	126	12	could	could	AUX
bracis-33628	126	13	improve	improve	VERB
bracis-33628	126	14	the	the	DET
bracis-33628	126	15	quality	quality	NOUN
bracis-33628	126	16	and	and	CCONJ
bracis-33628	126	17	speed	speed	NOUN
bracis-33628	126	18	of	of	ADP
bracis-33628	126	19	convergence	convergence	NOUN
bracis-33628	126	20	.	.	PUNCT
bracis-33628	127	1	thus	thus	ADV
bracis-33628	127	2	,	,	PUNCT
bracis-33628	127	3	we	we	PRON
bracis-33628	127	4	incorporate	incorporate	VERB
bracis-33628	127	5	a	a	DET
bracis-33628	127	6	greedy	greedy	ADJ
bracis-33628	127	7	local	local	ADJ
bracis-33628	127	8	search	search	NOUN
bracis-33628	127	9	strategy	strategy	NOUN
bracis-33628	127	10	for	for	ADP
bracis-33628	127	11	the	the	DET
bracis-33628	127	12	number	number	NOUN
bracis-33628	127	13	of	of	ADP
bracis-33628	127	14	batches	batch	NOUN
bracis-33628	127	15	if	if	SCONJ
bracis-33628	127	16	new	new	ADJ
bracis-33628	127	17	genes	gene	NOUN
bracis-33628	127	18	are	be	AUX
bracis-33628	127	19	added	add	VERB
bracis-33628	127	20	.	.	PUNCT
bracis-33628	128	1	the	the	DET
bracis-33628	128	2	operator	operator	NOUN
bracis-33628	128	3	is	be	AUX
bracis-33628	128	4	illustrated	illustrate	VERB
bracis-33628	128	5	in	in	ADP
bracis-33628	128	6	fig	fig	NOUN
bracis-33628	128	7	.	.	PUNCT
bracis-33628	128	8	 	 	SPACE
bracis-33628	129	1	3	3	NUM
bracis-33628	129	2	and	and	CCONJ
bracis-33628	129	3	its	its	PRON
bracis-33628	129	4	pseudocode	pseudocode	NOUN
bracis-33628	129	5	is	be	AUX
bracis-33628	129	6	visualized	visualize	VERB
bracis-33628	129	7	in	in	ADP
bracis-33628	129	8	algorithm	algorithm	NOUN
bracis-33628	129	9	 	 	SPACE
bracis-33628	129	10	1	1	NUM
bracis-33628	129	11	.	.	PUNCT
bracis-33628	129	12	fig	fig	NOUN
bracis-33628	129	13	.	.	PUNCT
bracis-33628	130	1	3	3	X
bracis-33628	130	2	.	.	X
bracis-33628	130	3	mutation	mutation	NOUN
bracis-33628	130	4	operator	operator	NOUN
bracis-33628	130	5	with	with	ADP
bracis-33628	130	6	4	4	NUM
bracis-33628	130	7	operations	operation	NOUN
bracis-33628	130	8	:	:	PUNCT
bracis-33628	130	9	product	product	NOUN
bracis-33628	130	10	mutation	mutation	NOUN
bracis-33628	130	11	with	with	ADP
bracis-33628	130	12	probability	probability	NOUN
bracis-33628	130	13	pmutp	pmutp	NOUN
bracis-33628	130	14	,	,	PUNCT
bracis-33628	130	15	batch	batch	VERB
bracis-33628	130	16	mutation	mutation	NOUN
bracis-33628	130	17	with	with	ADP
bracis-33628	130	18	paddb	paddb	NOUN
bracis-33628	130	19	,	,	PUNCT
bracis-33628	130	20	number	number	NOUN
bracis-33628	130	21	of	of	ADP
bracis-33628	130	22	genes	gene	NOUN
bracis-33628	130	23	with	with	ADP
bracis-33628	130	24	paddg	paddg	NOUN
bracis-33628	130	25	and	and	CCONJ
bracis-33628	130	26	position	position	NOUN
bracis-33628	130	27	swap	swap	NOUN
bracis-33628	130	28	with	with	ADP
bracis-33628	130	29	pswapg	pswapg	PROPN
bracis-33628	130	30	.	.	PUNCT
bracis-33628	131	1	the	the	DET
bracis-33628	131	2	local	local	ADJ
bracis-33628	131	3	batch	batch	NOUN
bracis-33628	131	4	search	search	NOUN
bracis-33628	131	5	occurs	occur	VERB
bracis-33628	131	6	if	if	SCONJ
bracis-33628	131	7	a	a	DET
bracis-33628	131	8	new	new	ADJ
bracis-33628	131	9	gene	gene	NOUN
bracis-33628	131	10	is	be	AUX
bracis-33628	131	11	added	add	VERB
bracis-33628	131	12	.	.	PUNCT
bracis-33628	132	1	full	full	ADJ
bracis-33628	132	2	size	size	NOUN
bracis-33628	132	3	image	image	NOUN
bracis-33628	132	4	in	in	ADP
bracis-33628	132	5	case	case	NOUN
bracis-33628	132	6	a	a	DET
bracis-33628	132	7	new	new	ADJ
bracis-33628	132	8	gene	gene	NOUN
bracis-33628	132	9	is	be	AUX
bracis-33628	132	10	added	add	VERB
bracis-33628	132	11	,	,	PUNCT
bracis-33628	132	12	the	the	DET
bracis-33628	132	13	product	product	NOUN
bracis-33628	132	14	is	be	AUX
bracis-33628	132	15	randomly	randomly	ADV
bracis-33628	132	16	selected	select	VERB
bracis-33628	132	17	,	,	PUNCT
bracis-33628	132	18	while	while	SCONJ
bracis-33628	132	19	for	for	ADP
bracis-33628	132	20	the	the	DET
bracis-33628	132	21	number	number	NOUN
bracis-33628	132	22	of	of	ADP
bracis-33628	132	23	batches	batch	NOUN
bracis-33628	132	24	,	,	PUNCT
bracis-33628	132	25	a	a	DET
bracis-33628	132	26	greedy	greedy	ADJ
bracis-33628	132	27	local	local	ADJ
bracis-33628	132	28	search	search	NOUN
bracis-33628	132	29	approach	approach	NOUN
bracis-33628	132	30	is	be	AUX
bracis-33628	132	31	adopted	adopt	VERB
bracis-33628	132	32	.	.	PUNCT
bracis-33628	133	1	the	the	DET
bracis-33628	133	2	average	average	ADJ
bracis-33628	133	3	number	number	NOUN
bracis-33628	133	4	of	of	ADP
bracis-33628	133	5	batches	batch	NOUN
bracis-33628	133	6	of	of	ADP
bracis-33628	133	7	the	the	DET
bracis-33628	133	8	current	current	ADJ
bracis-33628	133	9	population	population	NOUN
bracis-33628	133	10	for	for	ADP
bracis-33628	133	11	the	the	DET
bracis-33628	133	12	selected	select	VERB
bracis-33628	133	13	product	product	NOUN
bracis-33628	133	14	is	be	AUX
bracis-33628	133	15	evaluated	evaluate	VERB
bracis-33628	133	16	,	,	PUNCT
bracis-33628	133	17	and	and	CCONJ
bracis-33628	133	18	a	a	DET
bracis-33628	133	19	percentage	percentage	NOUN
bracis-33628	133	20	of	of	ADP
bracis-33628	133	21	the	the	DET
bracis-33628	133	22	average	average	ADJ
bracis-33628	133	23	batch	batch	NOUN
bracis-33628	133	24	(	(	PUNCT
bracis-33628	133	25	pbm%	pbm%	PROPN
bracis-33628	133	26	)	)	PUNCT
bracis-33628	133	27	is	be	AUX
bracis-33628	133	28	calculated	calculate	VERB
bracis-33628	133	29	in	in	ADP
bracis-33628	133	30	relation	relation	NOUN
bracis-33628	133	31	to	to	ADP
bracis-33628	133	32	this	this	DET
bracis-33628	133	33	average	average	ADJ
bracis-33628	133	34	number	number	NOUN
bracis-33628	133	35	for	for	ADP
bracis-33628	133	36	the	the	DET
bracis-33628	133	37	evaluation	evaluation	NOUN
bracis-33628	133	38	of	of	ADP
bracis-33628	133	39	the	the	DET
bracis-33628	133	40	individual	individual	NOUN
bracis-33628	133	41	in	in	ADP
bracis-33628	133	42	the	the	DET
bracis-33628	133	43	case	case	NOUN
bracis-33628	133	44	of	of	ADP
bracis-33628	133	45	an	an	DET
bracis-33628	133	46	increase	increase	NOUN
bracis-33628	133	47	and	and	CCONJ
bracis-33628	133	48	decrease	decrease	NOUN
bracis-33628	133	49	in	in	ADP
bracis-33628	133	50	the	the	DET
bracis-33628	133	51	number	number	NOUN
bracis-33628	133	52	of	of	ADP
bracis-33628	133	53	batches	batch	NOUN
bracis-33628	133	54	.	.	PUNCT
bracis-33628	134	1	the	the	DET
bracis-33628	134	2	individual	individual	NOUN
bracis-33628	134	3	with	with	ADP
bracis-33628	134	4	the	the	DET
bracis-33628	134	5	original	original	ADJ
bracis-33628	134	6	number	number	NOUN
bracis-33628	134	7	of	of	ADP
bracis-33628	134	8	batches	batch	NOUN
bracis-33628	134	9	is	be	AUX
bracis-33628	134	10	then	then	ADV
bracis-33628	134	11	compared	compare	VERB
bracis-33628	134	12	with	with	ADP
bracis-33628	134	13	the	the	DET
bracis-33628	134	14	proposed	propose	VERB
bracis-33628	134	15	variation	variation	NOUN
bracis-33628	134	16	of	of	ADP
bracis-33628	134	17	increment	increment	NOUN
bracis-33628	134	18	and	and	CCONJ
bracis-33628	134	19	decrement	decrement	ADJ
bracis-33628	134	20	of	of	ADP
bracis-33628	134	21	batches	batch	NOUN
bracis-33628	134	22	considering	consider	VERB
bracis-33628	134	23	the	the	DET
bracis-33628	134	24	restriction	restriction	NOUN
bracis-33628	134	25	and	and	CCONJ
bracis-33628	134	26	division	division	NOUN
bracis-33628	134	27	criterion	criterion	NOUN
bracis-33628	134	28	.	.	PUNCT
bracis-33628	135	1	first	first	ADV
bracis-33628	135	2	,	,	PUNCT
bracis-33628	135	3	the	the	DET
bracis-33628	135	4	smallest	small	ADJ
bracis-33628	135	5	restriction	restriction	NOUN
bracis-33628	135	6	is	be	AUX
bracis-33628	135	7	evaluated	evaluate	VERB
bracis-33628	135	8	;	;	PUNCT
bracis-33628	135	9	in	in	ADP
bracis-33628	135	10	case	case	NOUN
bracis-33628	135	11	of	of	ADP
bracis-33628	135	12	a	a	DET
bracis-33628	135	13	tie	tie	NOUN
bracis-33628	135	14	,	,	PUNCT
bracis-33628	135	15	the	the	DET
bracis-33628	135	16	result	result	NOUN
bracis-33628	135	17	of	of	ADP
bracis-33628	135	18	the	the	DET
bracis-33628	135	19	division	division	NOUN
bracis-33628	135	20	of	of	ADP
bracis-33628	135	21	the	the	DET
bracis-33628	135	22	objectives	objective	NOUN
bracis-33628	135	23	\(\frac{f_{2}(x)*(-1)}{f_{1}(x)}\	\(\frac{f_{2}(x)*(-1)}{f_{1}(x)}\	NOUN
bracis-33628	135	24	)	)	PUNCT
bracis-33628	135	25	is	be	AUX
bracis-33628	135	26	evaluated	evaluate	VERB
bracis-33628	135	27	with	with	ADP
bracis-33628	135	28	the	the	DET
bracis-33628	135	29	aim	aim	NOUN
bracis-33628	135	30	of	of	ADP
bracis-33628	135	31	minimization	minimization	NOUN
bracis-33628	135	32	.	.	PUNCT
bracis-33628	136	1	if	if	SCONJ
bracis-33628	136	2	the	the	DET
bracis-33628	136	3	variations	variation	NOUN
bracis-33628	136	4	in	in	ADP
bracis-33628	136	5	the	the	DET
bracis-33628	136	6	number	number	NOUN
bracis-33628	136	7	of	of	ADP
bracis-33628	136	8	batches	batch	NOUN
bracis-33628	136	9	do	do	AUX
bracis-33628	136	10	not	not	PART
bracis-33628	136	11	result	result	VERB
bracis-33628	136	12	in	in	ADP
bracis-33628	136	13	an	an	DET
bracis-33628	136	14	improvement	improvement	NOUN
bracis-33628	136	15	in	in	ADP
bracis-33628	136	16	relation	relation	NOUN
bracis-33628	136	17	to	to	ADP
bracis-33628	136	18	the	the	DET
bracis-33628	136	19	average	average	ADJ
bracis-33628	136	20	number	number	NOUN
bracis-33628	136	21	,	,	PUNCT
bracis-33628	136	22	the	the	DET
bracis-33628	136	23	search	search	NOUN
bracis-33628	136	24	is	be	AUX
bracis-33628	136	25	terminated	terminate	VERB
bracis-33628	136	26	,	,	PUNCT
bracis-33628	136	27	maintaining	maintain	VERB
bracis-33628	136	28	the	the	DET
bracis-33628	136	29	previous	previous	ADJ
bracis-33628	136	30	number	number	NOUN
bracis-33628	136	31	of	of	ADP
bracis-33628	136	32	batches	batch	NOUN
bracis-33628	136	33	.	.	PUNCT
bracis-33628	137	1	this	this	DET
bracis-33628	137	2	procedure	procedure	NOUN
bracis-33628	137	3	is	be	AUX
bracis-33628	137	4	repeated	repeat	VERB
bracis-33628	137	5	with	with	ADP
bracis-33628	137	6	the	the	DET
bracis-33628	137	7	same	same	ADJ
bracis-33628	137	8	increment	increment	NOUN
bracis-33628	137	9	or	or	CCONJ
bracis-33628	137	10	decrement	decrement	ADJ
bracis-33628	137	11	operation	operation	NOUN
bracis-33628	137	12	selected	select	VERB
bracis-33628	137	13	in	in	ADP
bracis-33628	137	14	the	the	DET
bracis-33628	137	15	first	first	ADJ
bracis-33628	137	16	iteration	iteration	NOUN
bracis-33628	137	17	until	until	SCONJ
bracis-33628	137	18	the	the	DET
bracis-33628	137	19	maximum	maximum	ADJ
bracis-33628	137	20	number	number	NOUN
bracis-33628	137	21	of	of	ADP
bracis-33628	137	22	iterations	iteration	NOUN
bracis-33628	137	23	(	(	PUNCT
bracis-33628	137	24	mi	mi	NOUN
bracis-33628	137	25	)	)	PUNCT
bracis-33628	137	26	is	be	AUX
bracis-33628	137	27	reached	reach	VERB
bracis-33628	137	28	or	or	CCONJ
bracis-33628	137	29	the	the	DET
bracis-33628	137	30	established	establish	VERB
bracis-33628	137	31	limits	limit	NOUN
bracis-33628	137	32	for	for	ADP
bracis-33628	137	33	the	the	DET
bracis-33628	137	34	number	number	NOUN
bracis-33628	137	35	of	of	ADP
bracis-33628	137	36	batches	batch	NOUN
bracis-33628	137	37	are	be	AUX
bracis-33628	137	38	met	meet	VERB
bracis-33628	137	39	.	.	PUNCT
bracis-33628	138	1	5	5	NUM
bracis-33628	138	2	experiments	experiment	NOUN
bracis-33628	138	3	and	and	CCONJ
bracis-33628	138	4	 	 	SPACE
bracis-33628	138	5	results	result	NOUN
bracis-33628	138	6	in	in	ADP
bracis-33628	138	7	this	this	DET
bracis-33628	138	8	section	section	NOUN
bracis-33628	138	9	we	we	PRON
bracis-33628	138	10	explain	explain	VERB
bracis-33628	138	11	the	the	DET
bracis-33628	138	12	experimental	experimental	ADJ
bracis-33628	138	13	setup	setup	NOUN
bracis-33628	138	14	and	and	CCONJ
bracis-33628	138	15	the	the	DET
bracis-33628	138	16	discussion	discussion	NOUN
bracis-33628	138	17	of	of	ADP
bracis-33628	138	18	the	the	DET
bracis-33628	138	19	results	result	NOUN
bracis-33628	138	20	,	,	PUNCT
bracis-33628	138	21	through	through	ADP
bracis-33628	138	22	the	the	DET
bracis-33628	138	23	comparative	comparative	ADJ
bracis-33628	138	24	analysis	analysis	NOUN
bracis-33628	138	25	and	and	CCONJ
bracis-33628	138	26	the	the	DET
bracis-33628	138	27	hypothesis	hypothesis	NOUN
bracis-33628	138	28	test	test	NOUN
bracis-33628	138	29	analysis	analysis	NOUN
bracis-33628	138	30	.	.	PUNCT
bracis-33628	139	1	5.1	5.1	NUM
bracis-33628	139	2	experimental	experimental	ADJ
bracis-33628	139	3	setup	setup	NOUN
bracis-33628	139	4	let	let	VERB
bracis-33628	139	5	p	p	PRON
bracis-33628	139	6	be	be	AUX
bracis-33628	139	7	defined	define	VERB
bracis-33628	139	8	as	as	ADP
bracis-33628	139	9	the	the	DET
bracis-33628	139	10	non	non	ADJ
bracis-33628	139	11	-	-	ADJ
bracis-33628	139	12	dominated	dominated	ADJ
bracis-33628	139	13	front	front	NOUN
bracis-33628	139	14	obtained	obtain	VERB
bracis-33628	139	15	from	from	ADP
bracis-33628	139	16	the	the	DET
bracis-33628	139	17	final	final	ADJ
bracis-33628	139	18	population	population	NOUN
bracis-33628	139	19	of	of	ADP
bracis-33628	139	20	an	an	DET
bracis-33628	139	21	algorithm	algorithm	NOUN
bracis-33628	139	22	execution	execution	NOUN
bracis-33628	139	23	.	.	PUNCT
bracis-33628	140	1	given	give	VERB
bracis-33628	140	2	the	the	DET
bracis-33628	140	3	stochastic	stochastic	ADJ
bracis-33628	140	4	nature	nature	NOUN
bracis-33628	140	5	of	of	ADP
bracis-33628	140	6	mogas	mogas	PROPN
bracis-33628	140	7	,	,	PUNCT
bracis-33628	140	8	we	we	PRON
bracis-33628	140	9	conducted	conduct	VERB
bracis-33628	140	10	30	30	NUM
bracis-33628	140	11	executions	execution	NOUN
bracis-33628	140	12	for	for	ADP
bracis-33628	140	13	each	each	DET
bracis-33628	140	14	evaluated	evaluate	VERB
bracis-33628	140	15	model	model	NOUN
bracis-33628	140	16	.	.	PUNCT
bracis-33628	141	1	the	the	DET
bracis-33628	141	2	algorithm	algorithm	NOUN
bracis-33628	141	3	was	be	AUX
bracis-33628	141	4	implemented	implement	VERB
bracis-33628	141	5	in	in	ADP
bracis-33628	141	6	java	java	NOUN
bracis-33628	141	7	and	and	CCONJ
bracis-33628	141	8	executed	execute	VERB
bracis-33628	141	9	on	on	ADP
bracis-33628	141	10	machines	machine	NOUN
bracis-33628	141	11	with	with	ADP
bracis-33628	141	12	the	the	DET
bracis-33628	141	13	following	follow	VERB
bracis-33628	141	14	configuration	configuration	NOUN
bracis-33628	141	15	:	:	PUNCT
bracis-33628	141	16	cpu	cpu	PROPN
bracis-33628	141	17	intel	intel	PROPN
bracis-33628	141	18	core	core	NOUN
bracis-33628	141	19	i7	i7	NOUN
bracis-33628	141	20	;	;	PUNCT
bracis-33628	141	21	8	8	NUM
bracis-33628	141	22	gb	gb	NOUN
bracis-33628	141	23	ram	ram	NOUN
bracis-33628	141	24	;	;	PUNCT
bracis-33628	141	25	os	os	NOUN
bracis-33628	141	26	windows	windows	PROPN
bracis-33628	141	27	10	10	NUM
bracis-33628	141	28	.	.	PUNCT
bracis-33628	142	1	metrics	metric	NOUN
bracis-33628	142	2	.	.	PUNCT
bracis-33628	143	1	in	in	ADP
bracis-33628	143	2	this	this	DET
bracis-33628	143	3	section	section	NOUN
bracis-33628	143	4	,	,	PUNCT
bracis-33628	143	5	we	we	PRON
bracis-33628	143	6	define	define	VERB
bracis-33628	143	7	the	the	DET
bracis-33628	143	8	evaluated	evaluated	ADJ
bracis-33628	143	9	metrics	metric	NOUN
bracis-33628	143	10	:	:	PUNCT
bracis-33628	143	11	hv	hv	PROPN
bracis-33628	143	12	,	,	PUNCT
bracis-33628	143	13	nsv	nsv	PROPN
bracis-33628	143	14	,	,	PUNCT
bracis-33628	143	15	e	e	NOUN
bracis-33628	143	16	,	,	PUNCT
bracis-33628	143	17	igd+	igd+	ADJ
bracis-33628	143	18	,	,	PUNCT
bracis-33628	143	19	and	and	CCONJ
bracis-33628	143	20	cs	cs	PROPN
bracis-33628	143	21	.	.	PROPN
bracis-33628	143	22	since	since	SCONJ
bracis-33628	143	23	the	the	DET
bracis-33628	143	24	set	set	NOUN
bracis-33628	143	25	\(p*\	\(p*\	NOUN
bracis-33628	143	26	)	)	PUNCT
bracis-33628	143	27	is	be	AUX
bracis-33628	143	28	not	not	PART
bracis-33628	143	29	known	know	VERB
bracis-33628	143	30	,	,	PUNCT
bracis-33628	143	31	it	it	PRON
bracis-33628	143	32	was	be	AUX
bracis-33628	143	33	experimentally	experimentally	ADV
bracis-33628	143	34	approximated	approximate	VERB
bracis-33628	143	35	from	from	ADP
bracis-33628	143	36	1424	1424	NUM
bracis-33628	143	37	executions	execution	NOUN
bracis-33628	143	38	of	of	ADP
bracis-33628	143	39	the	the	DET
bracis-33628	143	40	moga	moga	NOUN
bracis-33628	143	41	.	.	PUNCT
bracis-33628	144	1	the	the	DET
bracis-33628	144	2	approximated	approximated	ADJ
bracis-33628	144	3	\(p*\	\(p*\	NOUN
bracis-33628	144	4	)	)	PUNCT
bracis-33628	144	5	set	set	NOUN
bracis-33628	144	6	comprises	comprise	VERB
bracis-33628	144	7	32	32	NUM
bracis-33628	144	8	individuals	individual	NOUN
bracis-33628	144	9	,	,	PUNCT
bracis-33628	144	10	indicating	indicate	VERB
bracis-33628	144	11	the	the	DET
bracis-33628	144	12	problem	problem	NOUN
bracis-33628	144	13	’s	’s	PART
bracis-33628	144	14	complexity	complexity	NOUN
bracis-33628	144	15	and	and	CCONJ
bracis-33628	144	16	the	the	DET
bracis-33628	144	17	challenge	challenge	NOUN
bracis-33628	144	18	in	in	ADP
bracis-33628	144	19	finding	find	VERB
bracis-33628	144	20	solutions	solution	NOUN
bracis-33628	144	21	that	that	PRON
bracis-33628	144	22	satisfy	satisfy	VERB
bracis-33628	144	23	the	the	DET
bracis-33628	144	24	backlog	backlog	NOUN
bracis-33628	144	25	constraint	constraint	NOUN
bracis-33628	144	26	.	.	PUNCT
bracis-33628	145	1	to	to	PART
bracis-33628	145	2	ensure	ensure	VERB
bracis-33628	145	3	comparability	comparability	NOUN
bracis-33628	145	4	in	in	ADP
bracis-33628	145	5	the	the	DET
bracis-33628	145	6	results	result	NOUN
bracis-33628	145	7	analysis	analysis	NOUN
bracis-33628	145	8	,	,	PUNCT
bracis-33628	145	9	we	we	PRON
bracis-33628	145	10	used	use	VERB
bracis-33628	145	11	the	the	DET
bracis-33628	145	12	same	same	ADJ
bracis-33628	145	13	experiment	experiment	NOUN
bracis-33628	145	14	environment	environment	NOUN
bracis-33628	145	15	for	for	SCONJ
bracis-33628	145	16	the	the	DET
bracis-33628	145	17	demand	demand	NOUN
bracis-33628	145	18	set	set	VERB
bracis-33628	145	19	.	.	PUNCT
bracis-33628	146	1	to	to	PART
bracis-33628	146	2	evaluate	evaluate	VERB
bracis-33628	146	3	the	the	DET
bracis-33628	146	4	significance	significance	NOUN
bracis-33628	146	5	of	of	ADP
bracis-33628	146	6	the	the	DET
bracis-33628	146	7	superiority	superiority	NOUN
bracis-33628	146	8	between	between	ADP
bracis-33628	146	9	the	the	DET
bracis-33628	146	10	approaches	approach	NOUN
bracis-33628	146	11	for	for	ADP
bracis-33628	146	12	each	each	DET
bracis-33628	146	13	metric	metric	NOUN
bracis-33628	146	14	,	,	PUNCT
bracis-33628	146	15	a	a	DET
bracis-33628	146	16	hypothesis	hypothesis	NOUN
bracis-33628	146	17	test	test	NOUN
bracis-33628	146	18	with	with	ADP
bracis-33628	146	19	5	5	NUM
bracis-33628	146	20	%	%	NOUN
bracis-33628	146	21	confidence	confidence	NOUN
bracis-33628	146	22	was	be	AUX
bracis-33628	146	23	used	use	VERB
bracis-33628	146	24	.	.	PUNCT
bracis-33628	147	1	for	for	ADP
bracis-33628	147	2	distributions	distribution	NOUN
bracis-33628	147	3	that	that	PRON
bracis-33628	147	4	approximate	approximate	VERB
bracis-33628	147	5	a	a	DET
bracis-33628	147	6	normal	normal	ADJ
bracis-33628	147	7	distribution	distribution	NOUN
bracis-33628	147	8	,	,	PUNCT
bracis-33628	147	9	the	the	DET
bracis-33628	147	10	t	t	NOUN
bracis-33628	147	11	-	-	PUNCT
bracis-33628	147	12	test	test	NOUN
bracis-33628	147	13	 	 	SPACE
bracis-33628	148	1	[	[	X
bracis-33628	148	2	12	12	NUM
bracis-33628	148	3	]	]	PUNCT
bracis-33628	148	4	was	be	AUX
bracis-33628	148	5	used	use	VERB
bracis-33628	148	6	,	,	PUNCT
bracis-33628	148	7	otherwise	otherwise	ADV
bracis-33628	148	8	,	,	PUNCT
bracis-33628	148	9	the	the	DET
bracis-33628	148	10	mann	mann	PROPN
bracis-33628	148	11	-	-	PUNCT
bracis-33628	148	12	whitney	whitney	PROPN
bracis-33628	148	13	u	u	PROPN
bracis-33628	148	14	test	test	NOUN
bracis-33628	148	15	 	 	SPACE
bracis-33628	149	1	[	[	X
bracis-33628	149	2	15	15	NUM
bracis-33628	149	3	]	]	PUNCT
bracis-33628	149	4	was	be	AUX
bracis-33628	149	5	used	use	VERB
bracis-33628	149	6	.	.	PUNCT
bracis-33628	150	1	the	the	DET
bracis-33628	150	2	hypervolume	hypervolume	NOUN
bracis-33628	150	3	metric	metric	ADJ
bracis-33628	150	4	(	(	PUNCT
bracis-33628	150	5	hv	hv	NOUN
bracis-33628	150	6	)	)	PUNCT
bracis-33628	150	7	quantifies	quantify	VERB
bracis-33628	150	8	the	the	DET
bracis-33628	150	9	distribution	distribution	NOUN
bracis-33628	150	10	of	of	ADP
bracis-33628	150	11	the	the	DET
bracis-33628	150	12	non	non	ADJ
bracis-33628	150	13	-	-	ADJ
bracis-33628	150	14	dominated	dominate	VERB
bracis-33628	150	15	solution	solution	NOUN
bracis-33628	150	16	set	set	VERB
bracis-33628	150	17	relative	relative	ADJ
bracis-33628	150	18	to	to	ADP
bracis-33628	150	19	the	the	DET
bracis-33628	150	20	total	total	ADJ
bracis-33628	150	21	search	search	NOUN
bracis-33628	150	22	space	space	NOUN
bracis-33628	150	23	.	.	PUNCT
bracis-33628	151	1	it	it	PRON
bracis-33628	151	2	represents	represent	VERB
bracis-33628	151	3	the	the	DET
bracis-33628	151	4	coverage	coverage	NOUN
bracis-33628	151	5	of	of	ADP
bracis-33628	151	6	a	a	DET
bracis-33628	151	7	specific	specific	ADJ
bracis-33628	151	8	solution	solution	NOUN
bracis-33628	151	9	space	space	NOUN
bracis-33628	151	10	by	by	ADP
bracis-33628	151	11	a	a	DET
bracis-33628	151	12	particular	particular	ADJ
bracis-33628	151	13	solution	solution	NOUN
bracis-33628	151	14	set	set	VERB
bracis-33628	151	15	.	.	PUNCT
bracis-33628	152	1	for	for	ADP
bracis-33628	152	2	a	a	DET
bracis-33628	152	3	problem	problem	NOUN
bracis-33628	152	4	with	with	ADP
bracis-33628	152	5	two	two	NUM
bracis-33628	152	6	objectives	objective	NOUN
bracis-33628	152	7	,	,	PUNCT
bracis-33628	152	8	the	the	DET
bracis-33628	152	9	hv	hv	NOUN
bracis-33628	152	10	represents	represent	VERB
bracis-33628	152	11	the	the	DET
bracis-33628	152	12	area	area	NOUN
bracis-33628	152	13	dominated	dominate	VERB
bracis-33628	152	14	by	by	ADP
bracis-33628	152	15	the	the	DET
bracis-33628	152	16	set	set	NOUN
bracis-33628	152	17	p	p	PROPN
bracis-33628	152	18	relative	relative	ADJ
bracis-33628	152	19	to	to	ADP
bracis-33628	152	20	the	the	DET
bracis-33628	152	21	total	total	ADJ
bracis-33628	152	22	area	area	NOUN
bracis-33628	152	23	of	of	ADP
bracis-33628	152	24	the	the	DET
bracis-33628	152	25	search	search	NOUN
bracis-33628	152	26	space	space	NOUN
bracis-33628	152	27	.	.	PUNCT
bracis-33628	153	1	the	the	DET
bracis-33628	153	2	formula	formula	NOUN
bracis-33628	153	3	is	be	AUX
bracis-33628	153	4	as	as	SCONJ
bracis-33628	153	5	follows	follow	VERB
bracis-33628	153	6	:	:	PUNCT
bracis-33628	153	7	$	$	SYM
bracis-33628	153	8	$	$	SYM
bracis-33628	153	9	\begin{aligned	\begin{aligne	VERB
bracis-33628	153	10	}	}	PUNCT
bracis-33628	153	11	hv	hv	NOUN
bracis-33628	153	12	=	=	SYM
bracis-33628	153	13	\sum	\sum	NOUN
bracis-33628	153	14	_	_	PUNCT
bracis-33628	153	15	{	{	PUNCT
bracis-33628	153	16	i=1}^{p	i=1}^{p	NOUN
bracis-33628	153	17	}	}	PUNCT
bracis-33628	153	18	\sum	\sum	PROPN
bracis-33628	153	19	_	_	PROPN
bracis-33628	153	20	{	{	PUNCT
bracis-33628	153	21	j=1}^{m	j=1}^{m	PROPN
bracis-33628	153	22	}	}	PUNCT
bracis-33628	153	23	\left|	\left|	VERB
bracis-33628	153	24	f_j(s_i	f_j(s_i	PROPN
bracis-33628	153	25	)	)	PUNCT
bracis-33628	153	26	f_j(w	f_j(w	PROPN
bracis-33628	153	27	)	)	PUNCT
bracis-33628	153	28	\right|	\right|	X
bracis-33628	153	29	\end{aligned}$$	\end{aligned}$$	X
bracis-33628	153	30	(	(	PUNCT
bracis-33628	153	31	4	4	NUM
bracis-33628	153	32	)	)	PUNCT
bracis-33628	153	33	where	where	SCONJ
bracis-33628	153	34	w	w	NOUN
bracis-33628	153	35	is	be	AUX
bracis-33628	153	36	the	the	DET
bracis-33628	153	37	worst	bad	ADJ
bracis-33628	153	38	solution	solution	NOUN
bracis-33628	153	39	found	find	VERB
bracis-33628	153	40	in	in	ADP
bracis-33628	153	41	p	p	NOUN
bracis-33628	153	42	,	,	PUNCT
bracis-33628	153	43	and	and	CCONJ
bracis-33628	153	44	\(f_j(s_i)\	\(f_j(s_i)\	NOUN
bracis-33628	153	45	)	)	PUNCT
bracis-33628	153	46	refers	refer	VERB
bracis-33628	153	47	to	to	ADP
bracis-33628	153	48	the	the	DET
bracis-33628	153	49	value	value	NOUN
bracis-33628	153	50	of	of	ADP
bracis-33628	153	51	objective	objective	ADJ
bracis-33628	153	52	j	j	PROPN
bracis-33628	153	53	of	of	ADP
bracis-33628	153	54	the	the	DET
bracis-33628	153	55	non	non	ADJ
bracis-33628	153	56	-	-	ADJ
bracis-33628	153	57	dominated	dominate	VERB
bracis-33628	153	58	solution	solution	NOUN
bracis-33628	153	59	\(s_{i}\	\(s_{i}\	PROPN
bracis-33628	153	60	)	)	PUNCT
bracis-33628	153	61	.	.	PUNCT
bracis-33628	154	1	the	the	DET
bracis-33628	154	2	number	number	NOUN
bracis-33628	154	3	of	of	ADP
bracis-33628	154	4	solutions	solution	NOUN
bracis-33628	154	5	(	(	PUNCT
bracis-33628	154	6	ns	ns	NUM
bracis-33628	154	7	)	)	PUNCT
bracis-33628	154	8	is	be	AUX
bracis-33628	154	9	a	a	DET
bracis-33628	154	10	problem	problem	NOUN
bracis-33628	154	11	-	-	PUNCT
bracis-33628	154	12	related	relate	VERB
bracis-33628	154	13	metric	metric	NOUN
bracis-33628	154	14	defined	define	VERB
bracis-33628	154	15	as	as	ADP
bracis-33628	154	16	the	the	DET
bracis-33628	154	17	number	number	NOUN
bracis-33628	154	18	of	of	ADP
bracis-33628	154	19	valid	valid	ADJ
bracis-33628	154	20	non	non	ADJ
bracis-33628	154	21	-	-	ADJ
bracis-33628	154	22	dominated	dominate	VERB
bracis-33628	154	23	solutions	solution	NOUN
bracis-33628	154	24	\(s_i\	\(s_i\	NOUN
bracis-33628	154	25	)	)	PUNCT
bracis-33628	154	26	found	find	VERB
bracis-33628	154	27	in	in	ADP
bracis-33628	154	28	p	p	NOUN
bracis-33628	154	29	that	that	PRON
bracis-33628	154	30	meet	meet	VERB
bracis-33628	154	31	the	the	DET
bracis-33628	154	32	problem	problem	NOUN
bracis-33628	154	33	constraint	constraint	NOUN
bracis-33628	154	34	(	(	PUNCT
bracis-33628	154	35	backlog	backlog	NOUN
bracis-33628	154	36	=	=	SYM
bracis-33628	154	37	0	0	NUM
bracis-33628	154	38	)	)	PUNCT
bracis-33628	154	39	.	.	PUNCT
bracis-33628	155	1	it	it	PRON
bracis-33628	155	2	provides	provide	VERB
bracis-33628	155	3	a	a	DET
bracis-33628	155	4	measure	measure	NOUN
bracis-33628	155	5	of	of	ADP
bracis-33628	155	6	the	the	DET
bracis-33628	155	7	diversity	diversity	NOUN
bracis-33628	155	8	of	of	ADP
bracis-33628	155	9	the	the	DET
bracis-33628	155	10	set	set	NOUN
bracis-33628	155	11	found	find	VERB
bracis-33628	155	12	.	.	PUNCT
bracis-33628	156	1	however	however	ADV
bracis-33628	156	2	,	,	PUNCT
bracis-33628	156	3	a	a	DET
bracis-33628	156	4	high	high	ADJ
bracis-33628	156	5	ns	ns	NOUN
bracis-33628	156	6	does	do	AUX
bracis-33628	156	7	not	not	PART
bracis-33628	156	8	necessarily	necessarily	ADV
bracis-33628	156	9	imply	imply	VERB
bracis-33628	156	10	better	well	ADJ
bracis-33628	156	11	solution	solution	NOUN
bracis-33628	156	12	quality	quality	NOUN
bracis-33628	156	13	,	,	PUNCT
bracis-33628	156	14	as	as	SCONJ
bracis-33628	156	15	a	a	DET
bracis-33628	156	16	good	good	ADJ
bracis-33628	156	17	solution	solution	NOUN
bracis-33628	156	18	may	may	AUX
bracis-33628	156	19	reduce	reduce	VERB
bracis-33628	156	20	the	the	DET
bracis-33628	156	21	ns	ns	NOUN
bracis-33628	156	22	by	by	ADP
bracis-33628	156	23	dominating	dominate	VERB
bracis-33628	156	24	multiple	multiple	ADJ
bracis-33628	156	25	inferior	inferior	ADJ
bracis-33628	156	26	solutions	solution	NOUN
bracis-33628	156	27	.	.	PUNCT
bracis-33628	157	1	the	the	DET
bracis-33628	157	2	error	error	NOUN
bracis-33628	157	3	rate	rate	NOUN
bracis-33628	157	4	(	(	PUNCT
bracis-33628	157	5	e	e	NOUN
bracis-33628	157	6	)	)	PUNCT
bracis-33628	157	7	represents	represent	VERB
bracis-33628	157	8	the	the	DET
bracis-33628	157	9	percentage	percentage	NOUN
bracis-33628	157	10	of	of	ADP
bracis-33628	157	11	solutions	solution	NOUN
bracis-33628	157	12	in	in	ADP
bracis-33628	157	13	p	p	PROPN
bracis-33628	157	14	that	that	PRON
bracis-33628	157	15	belong	belong	VERB
bracis-33628	157	16	to	to	ADP
bracis-33628	157	17	a	a	DET
bracis-33628	157	18	non	non	ADJ
bracis-33628	157	19	-	-	ADJ
bracis-33628	157	20	dominated	dominated	ADJ
bracis-33628	157	21	or	or	CCONJ
bracis-33628	157	22	pareto	pareto	VERB
bracis-33628	157	23	optimal	optimal	ADJ
bracis-33628	157	24	set	set	NOUN
bracis-33628	157	25	\(p*\	\(p*\	NUM
bracis-33628	157	26	)	)	PUNCT
bracis-33628	157	27	,	,	PUNCT
bracis-33628	157	28	and	and	CCONJ
bracis-33628	157	29	is	be	AUX
bracis-33628	157	30	formulated	formulate	VERB
bracis-33628	157	31	as	as	ADP
bracis-33628	157	32	:	:	PUNCT
bracis-33628	157	33	$	$	SYM
bracis-33628	157	34	$	$	SYM
bracis-33628	157	35	\begin{aligned	\begin{aligne	VERB
bracis-33628	157	36	}	}	PUNCT
bracis-33628	157	37	e	e	X
bracis-33628	157	38	=	=	NOUN
bracis-33628	157	39	\frac{\sum	\frac{\sum	VERB
bracis-33628	157	40	\limits	\limit	VERB
bracis-33628	157	41	_	_	PUNCT
bracis-33628	157	42	{	{	PUNCT
bracis-33628	157	43	i=1}^{|p|	i=1}^{|p|	PROPN
bracis-33628	157	44	}	}	SYM
bracis-33628	157	45	e_{i}}{|p|	e_{i}}{|p|	PROPN
bracis-33628	157	46	}	}	PUNCT
bracis-33628	157	47	\end{aligned}$$	\end{aligned}$$	X
bracis-33628	157	48	(	(	PUNCT
bracis-33628	157	49	5	5	NUM
bracis-33628	157	50	)	)	PUNCT
bracis-33628	157	51	where	where	SCONJ
bracis-33628	157	52	\(e_{i	\(e_{i	ADV
bracis-33628	157	53	}	}	PUNCT
bracis-33628	157	54	=	=	SYM
bracis-33628	157	55	1\	1\	NUM
bracis-33628	157	56	)	)	PUNCT
bracis-33628	157	57	if	if	SCONJ
bracis-33628	157	58	the	the	DET
bracis-33628	157	59	solution	solution	NOUN
bracis-33628	157	60	\(i	\(i	X
bracis-33628	157	61	\in	\in	PROPN
bracis-33628	157	62	p\	p\	NOUN
bracis-33628	157	63	)	)	PUNCT
bracis-33628	157	64	is	be	AUX
bracis-33628	157	65	dominated	dominate	VERB
bracis-33628	157	66	by	by	ADP
bracis-33628	157	67	any	any	DET
bracis-33628	157	68	solution	solution	NOUN
bracis-33628	157	69	in	in	ADP
bracis-33628	157	70	\(p*\	\(p*\	NUM
bracis-33628	157	71	)	)	PUNCT
bracis-33628	157	72	,	,	PUNCT
bracis-33628	157	73	otherwise	otherwise	ADV
bracis-33628	157	74	\(e_{i	\(e_{i	VERB
bracis-33628	157	75	}	}	PUNCT
bracis-33628	157	76	=	=	SYM
bracis-33628	157	77	0\	0\	PROPN
bracis-33628	157	78	)	)	PUNCT
bracis-33628	157	79	.	.	PUNCT
bracis-33628	158	1	it	it	PRON
bracis-33628	158	2	is	be	AUX
bracis-33628	158	3	defined	define	VERB
bracis-33628	158	4	as	as	ADP
bracis-33628	158	5	the	the	DET
bracis-33628	158	6	percentage	percentage	NOUN
bracis-33628	158	7	of	of	ADP
bracis-33628	158	8	elements	element	NOUN
bracis-33628	158	9	of	of	ADP
bracis-33628	158	10	the	the	DET
bracis-33628	158	11	pareto	pareto	NOUN
bracis-33628	158	12	set	set	NOUN
bracis-33628	158	13	\(p*\	\(p*\	NOUN
bracis-33628	158	14	)	)	PUNCT
bracis-33628	158	15	that	that	PRON
bracis-33628	158	16	are	be	AUX
bracis-33628	158	17	not	not	PART
bracis-33628	158	18	contained	contain	VERB
bracis-33628	158	19	in	in	ADP
bracis-33628	158	20	p.	p.	NOUN
bracis-33628	158	21	given	give	VERB
bracis-33628	158	22	two	two	NUM
bracis-33628	158	23	sets	set	NOUN
bracis-33628	158	24	of	of	ADP
bracis-33628	158	25	non	non	ADJ
bracis-33628	158	26	-	-	ADJ
bracis-33628	158	27	dominated	dominate	VERB
bracis-33628	158	28	solutions	solution	NOUN
bracis-33628	158	29	a	a	PRON
bracis-33628	158	30	and	and	CCONJ
bracis-33628	158	31	b	b	NOUN
bracis-33628	158	32	,	,	PUNCT
bracis-33628	158	33	the	the	DET
bracis-33628	158	34	set	set	ADJ
bracis-33628	158	35	coverage	coverage	NOUN
bracis-33628	158	36	metric	metric	ADJ
bracis-33628	158	37	,	,	PUNCT
bracis-33628	158	38	or	or	CCONJ
bracis-33628	158	39	coverage	coverage	NOUN
bracis-33628	158	40	of	of	ADP
bracis-33628	158	41	two	two	NUM
bracis-33628	158	42	sets	set	NOUN
bracis-33628	158	43	(	(	PUNCT
bracis-33628	158	44	cs	cs	PROPN
bracis-33628	158	45	)	)	PUNCT
bracis-33628	158	46	,	,	PUNCT
bracis-33628	158	47	represents	represent	VERB
bracis-33628	158	48	the	the	DET
bracis-33628	158	49	percentage	percentage	NOUN
bracis-33628	158	50	of	of	ADP
bracis-33628	158	51	elements	element	NOUN
bracis-33628	158	52	in	in	ADP
bracis-33628	158	53	b	b	NOUN
bracis-33628	158	54	that	that	PRON
bracis-33628	158	55	are	be	AUX
bracis-33628	158	56	dominated	dominate	VERB
bracis-33628	158	57	by	by	ADP
bracis-33628	158	58	a.	a.	PROPN
bracis-33628	158	59	therefore	therefore	ADV
bracis-33628	158	60	,	,	PUNCT
bracis-33628	158	61	cs(a	cs(a	NOUN
bracis-33628	158	62	,	,	PUNCT
bracis-33628	158	63	b)=1	b)=1	ADJ
bracis-33628	158	64	indicates	indicate	VERB
bracis-33628	158	65	that	that	SCONJ
bracis-33628	158	66	all	all	DET
bracis-33628	158	67	solutions	solution	NOUN
bracis-33628	158	68	in	in	ADP
bracis-33628	158	69	b	b	PROPN
bracis-33628	158	70	are	be	AUX
bracis-33628	158	71	dominated	dominate	VERB
bracis-33628	158	72	by	by	ADP
bracis-33628	158	73	a	a	PRON
bracis-33628	158	74	,	,	PUNCT
bracis-33628	158	75	while	while	SCONJ
bracis-33628	158	76	cs(a	cs(a	NOUN
bracis-33628	158	77	,	,	PUNCT
bracis-33628	158	78	b)=0	b)=0	PROPN
bracis-33628	158	79	indicates	indicate	VERB
bracis-33628	158	80	that	that	SCONJ
bracis-33628	158	81	none	none	NOUN
bracis-33628	158	82	of	of	ADP
bracis-33628	158	83	the	the	DET
bracis-33628	158	84	elements	element	NOUN
bracis-33628	158	85	in	in	ADP
bracis-33628	158	86	b	b	PROPN
bracis-33628	158	87	is	be	AUX
bracis-33628	158	88	dominated	dominate	VERB
bracis-33628	158	89	by	by	ADP
bracis-33628	158	90	a	a	DET
bracis-33628	158	91	 	 	SPACE
bracis-33628	158	92	[	[	NOUN
bracis-33628	158	93	20	20	NUM
bracis-33628	158	94	]	]	PUNCT
bracis-33628	158	95	.	.	PUNCT
bracis-33628	159	1	this	this	DET
bracis-33628	159	2	metric	metric	NOUN
bracis-33628	159	3	is	be	AUX
bracis-33628	159	4	calculated	calculate	VERB
bracis-33628	159	5	as	as	SCONJ
bracis-33628	159	6	follows	follow	VERB
bracis-33628	159	7	:	:	PUNCT
bracis-33628	159	8	$	$	SYM
bracis-33628	159	9	$	$	SYM
bracis-33628	159	10	\begin{aligned	\begin{aligne	VERB
bracis-33628	159	11	}	}	PUNCT
bracis-33628	159	12	cs(a	cs(a	NOUN
bracis-33628	159	13	,	,	PUNCT
bracis-33628	159	14	b	b	NOUN
bracis-33628	159	15	)	)	PUNCT
bracis-33628	159	16	=	=	SYM
bracis-33628	160	1	\frac{|\{p\in	\frac{|\{p\in	NOUN
bracis-33628	160	2	p	p	NOUN
bracis-33628	160	3	|	|	ADV
bracis-33628	160	4	\exists	\exist	NOUN
bracis-33628	160	5	p	p	NOUN
bracis-33628	160	6	'	'	PUNCT
bracis-33628	160	7	\in	\in	ADJ
bracis-33628	160	8	p':p'\ge	p':p'\ge	NOUN
bracis-33628	160	9	p\}|}{|p|	p\}|}{|p|	PROPN
bracis-33628	160	10	}	}	PUNCT
bracis-33628	160	11	\end{aligned}$$	\end{aligned}$$	X
bracis-33628	160	12	(	(	PUNCT
bracis-33628	160	13	6	6	NUM
bracis-33628	160	14	)	)	PUNCT
bracis-33628	160	15	in	in	ADP
bracis-33628	160	16	addition	addition	NOUN
bracis-33628	160	17	,	,	PUNCT
bracis-33628	160	18	both	both	DET
bracis-33628	160	19	directions	direction	NOUN
bracis-33628	160	20	must	must	AUX
bracis-33628	160	21	be	be	AUX
bracis-33628	160	22	analyzed	analyze	VERB
bracis-33628	160	23	,	,	PUNCT
bracis-33628	160	24	as	as	SCONJ
bracis-33628	160	25	cs(a	cs(a	NOUN
bracis-33628	160	26	,	,	PUNCT
bracis-33628	160	27	b	b	NOUN
bracis-33628	160	28	)	)	PUNCT
bracis-33628	160	29	is	be	AUX
bracis-33628	160	30	not	not	PART
bracis-33628	160	31	necessarily	necessarily	ADV
bracis-33628	160	32	equal	equal	ADJ
bracis-33628	160	33	to	to	ADP
bracis-33628	160	34	1	1	NUM
bracis-33628	160	35	cs(a	cs(a	NOUN
bracis-33628	160	36	,	,	PUNCT
bracis-33628	160	37	b	b	NOUN
bracis-33628	160	38	)	)	PUNCT
bracis-33628	160	39	.	.	PUNCT
bracis-33628	161	1	the	the	DET
bracis-33628	161	2	inverted	inverted	ADJ
bracis-33628	161	3	generational	generational	ADJ
bracis-33628	161	4	distance	distance	NOUN
bracis-33628	161	5	plus	plus	CCONJ
bracis-33628	161	6	(	(	PUNCT
bracis-33628	161	7	igd+	igd+	NOUN
bracis-33628	161	8	)	)	PUNCT
bracis-33628	161	9	metric	metric	NOUN
bracis-33628	161	10	is	be	AUX
bracis-33628	161	11	an	an	DET
bracis-33628	161	12	improvement	improvement	NOUN
bracis-33628	161	13	of	of	ADP
bracis-33628	161	14	the	the	DET
bracis-33628	161	15	inverted	inverted	ADJ
bracis-33628	161	16	generational	generational	ADJ
bracis-33628	161	17	distance	distance	NOUN
bracis-33628	161	18	(	(	PUNCT
bracis-33628	161	19	igd	igd	PROPN
bracis-33628	161	20	)	)	PUNCT
bracis-33628	161	21	and	and	CCONJ
bracis-33628	161	22	generational	generational	ADJ
bracis-33628	161	23	distance	distance	NOUN
bracis-33628	161	24	(	(	PUNCT
bracis-33628	161	25	gd	gd	NOUN
bracis-33628	161	26	)	)	PUNCT
bracis-33628	161	27	metrics	metric	NOUN
bracis-33628	161	28	,	,	PUNCT
bracis-33628	161	29	which	which	PRON
bracis-33628	161	30	quantify	quantify	VERB
bracis-33628	161	31	and	and	CCONJ
bracis-33628	161	32	qualify	qualify	VERB
bracis-33628	161	33	the	the	DET
bracis-33628	161	34	non	non	ADJ
bracis-33628	161	35	-	-	ADJ
bracis-33628	161	36	dominated	dominated	ADJ
bracis-33628	161	37	set	set	NOUN
bracis-33628	161	38	achieved	achieve	VERB
bracis-33628	161	39	by	by	ADP
bracis-33628	161	40	the	the	DET
bracis-33628	161	41	moga	moga	PROPN
bracis-33628	161	42	(	(	PUNCT
bracis-33628	161	43	p	p	NOUN
bracis-33628	161	44	)	)	PUNCT
bracis-33628	161	45	in	in	ADP
bracis-33628	161	46	relation	relation	NOUN
bracis-33628	161	47	to	to	ADP
bracis-33628	161	48	a	a	DET
bracis-33628	161	49	reference	reference	NOUN
bracis-33628	161	50	set	set	VERB
bracis-33628	161	51	.	.	PUNCT
bracis-33628	162	1	typically	typically	ADV
bracis-33628	162	2	,	,	PUNCT
bracis-33628	162	3	p	p	NOUN
bracis-33628	162	4	is	be	AUX
bracis-33628	162	5	compared	compare	VERB
bracis-33628	162	6	to	to	ADP
bracis-33628	162	7	the	the	DET
bracis-33628	162	8	pareto	pareto	ADJ
bracis-33628	162	9	optimal	optimal	ADJ
bracis-33628	162	10	set	set	NOUN
bracis-33628	162	11	(	(	PUNCT
bracis-33628	162	12	\(p*\	\(p*\	NOUN
bracis-33628	162	13	)	)	PUNCT
bracis-33628	162	14	)	)	PUNCT
bracis-33628	162	15	.	.	PUNCT
bracis-33628	163	1	igd+	igd+	VERB
bracis-33628	163	2	considers	consider	VERB
bracis-33628	163	3	the	the	DET
bracis-33628	163	4	dominance	dominance	NOUN
bracis-33628	163	5	relations	relation	NOUN
bracis-33628	163	6	between	between	ADP
bracis-33628	163	7	the	the	DET
bracis-33628	163	8	solution	solution	NOUN
bracis-33628	163	9	and	and	CCONJ
bracis-33628	163	10	the	the	DET
bracis-33628	163	11	reference	reference	NOUN
bracis-33628	163	12	point	point	NOUN
bracis-33628	163	13	.	.	PUNCT
bracis-33628	164	1	if	if	SCONJ
bracis-33628	164	2	a	a	DET
bracis-33628	164	3	solution	solution	NOUN
bracis-33628	164	4	is	be	AUX
bracis-33628	164	5	dominated	dominate	VERB
bracis-33628	164	6	by	by	ADP
bracis-33628	164	7	a	a	DET
bracis-33628	164	8	reference	reference	NOUN
bracis-33628	164	9	point	point	NOUN
bracis-33628	164	10	,	,	PUNCT
bracis-33628	164	11	the	the	DET
bracis-33628	164	12	euclidean	euclidean	ADJ
bracis-33628	164	13	distance	distance	NOUN
bracis-33628	164	14	is	be	AUX
bracis-33628	164	15	used	use	VERB
bracis-33628	164	16	for	for	ADP
bracis-33628	164	17	the	the	DET
bracis-33628	164	18	distance	distance	NOUN
bracis-33628	164	19	calculation	calculation	NOUN
bracis-33628	164	20	.	.	PUNCT
bracis-33628	165	1	in	in	ADP
bracis-33628	165	2	the	the	DET
bracis-33628	165	3	case	case	NOUN
bracis-33628	165	4	where	where	SCONJ
bracis-33628	165	5	they	they	PRON
bracis-33628	165	6	are	be	AUX
bracis-33628	165	7	not	not	PART
bracis-33628	165	8	dominated	dominate	VERB
bracis-33628	165	9	by	by	ADP
bracis-33628	165	10	each	each	DET
bracis-33628	165	11	other	other	ADJ
bracis-33628	165	12	,	,	PUNCT
bracis-33628	165	13	the	the	DET
bracis-33628	165	14	minimum	minimum	ADJ
bracis-33628	165	15	distance	distance	NOUN
bracis-33628	165	16	from	from	ADP
bracis-33628	165	17	the	the	DET
bracis-33628	165	18	reference	reference	NOUN
bracis-33628	165	19	point	point	NOUN
bracis-33628	165	20	to	to	ADP
bracis-33628	165	21	the	the	DET
bracis-33628	165	22	region	region	NOUN
bracis-33628	165	23	dominated	dominate	VERB
bracis-33628	165	24	by	by	ADP
bracis-33628	165	25	the	the	DET
bracis-33628	165	26	solution	solution	NOUN
bracis-33628	165	27	is	be	AUX
bracis-33628	165	28	used	use	VERB
bracis-33628	165	29	.	.	PUNCT
bracis-33628	166	1	as	as	ADP
bracis-33628	166	2	a	a	DET
bracis-33628	166	3	result	result	NOUN
bracis-33628	166	4	,	,	PUNCT
bracis-33628	166	5	the	the	DET
bracis-33628	166	6	distance	distance	NOUN
bracis-33628	166	7	represents	represent	VERB
bracis-33628	166	8	the	the	DET
bracis-33628	166	9	amount	amount	NOUN
bracis-33628	166	10	of	of	ADP
bracis-33628	166	11	inferiority	inferiority	NOUN
bracis-33628	166	12	of	of	ADP
bracis-33628	166	13	the	the	DET
bracis-33628	166	14	solution	solution	NOUN
bracis-33628	166	15	in	in	ADP
bracis-33628	166	16	relation	relation	NOUN
bracis-33628	166	17	to	to	ADP
bracis-33628	166	18	the	the	DET
bracis-33628	166	19	reference	reference	NOUN
bracis-33628	166	20	point	point	NOUN
bracis-33628	166	21	 	 	SPACE
bracis-33628	167	1	[	[	X
bracis-33628	167	2	9	9	NUM
bracis-33628	167	3	]	]	PUNCT
bracis-33628	167	4	.	.	PUNCT
bracis-33628	168	1	this	this	DET
bracis-33628	168	2	metric	metric	NOUN
bracis-33628	168	3	is	be	AUX
bracis-33628	168	4	calculated	calculate	VERB
bracis-33628	168	5	as	as	SCONJ
bracis-33628	168	6	follows	follow	VERB
bracis-33628	168	7	:	:	PUNCT
bracis-33628	168	8	$	$	SYM
bracis-33628	168	9	$	$	SYM
bracis-33628	168	10	\begin{aligned	\begin{aligne	VERB
bracis-33628	168	11	}	}	PUNCT
bracis-33628	168	12	igd+(a	igd+(a	ADJ
bracis-33628	168	13	,	,	PUNCT
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bracis-33628	169	3	{	{	PUNCT
bracis-33628	169	4	s\in	s\in	VERB
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bracis-33628	170	2	{	{	PUNCT
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bracis-33628	170	4	b	b	PROPN
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bracis-33628	170	6	d(r	d(r	PROPN
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bracis-33628	170	27	\{s_i	\{s_i	ADP
bracis-33628	170	28	-	-	PUNCT
bracis-33628	170	29	r_i	r_i	NOUN
bracis-33628	170	30	,	,	PUNCT
bracis-33628	170	31	0\})^2	0\})^2	PROPN
bracis-33628	170	32	}	}	PUNCT
bracis-33628	170	33	\end{aligned}$$	\end{aligned}$$	X
bracis-33628	170	34	(	(	PUNCT
bracis-33628	170	35	7	7	NUM
bracis-33628	170	36	)	)	SYM
bracis-33628	170	37	5.2	5.2	NUM
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bracis-33628	170	39	analysis	analysis	NOUN
bracis-33628	170	40	this	this	DET
bracis-33628	170	41	section	section	NOUN
bracis-33628	170	42	presents	present	VERB
bracis-33628	170	43	a	a	DET
bracis-33628	170	44	comparative	comparative	ADJ
bracis-33628	170	45	analysis	analysis	NOUN
bracis-33628	170	46	of	of	ADP
bracis-33628	170	47	the	the	DET
bracis-33628	170	48	results	result	NOUN
bracis-33628	170	49	obtained	obtain	VERB
bracis-33628	170	50	from	from	ADP
bracis-33628	170	51	the	the	DET
bracis-33628	170	52	reference	reference	NOUN
bracis-33628	170	53	model	model	NOUN
bracis-33628	170	54	,	,	PUNCT
bracis-33628	170	55	ini	ini	PROPN
bracis-33628	170	56	-	-	PROPN
bracis-33628	170	57	heu	heu	PROPN
bracis-33628	170	58	,	,	PUNCT
bracis-33628	170	59	and	and	CCONJ
bracis-33628	170	60	the	the	DET
bracis-33628	170	61	proposed	propose	VERB
bracis-33628	170	62	models	model	NOUN
bracis-33628	170	63	,	,	PUNCT
bracis-33628	170	64	ps	ps	NOUN
bracis-33628	170	65	-	-	PUNCT
bracis-33628	170	66	re	re	NOUN
bracis-33628	170	67	and	and	CCONJ
bracis-33628	170	68	bl	bl	NOUN
bracis-33628	170	69	-	-	PUNCT
bracis-33628	170	70	bat	bat	NOUN
bracis-33628	170	71	.	.	PUNCT
bracis-33628	171	1	the	the	DET
bracis-33628	171	2	ps	ps	PROPN
bracis-33628	171	3	-	-	PUNCT
bracis-33628	171	4	re	re	NOUN
bracis-33628	171	5	model	model	NOUN
bracis-33628	171	6	refines	refine	VERB
bracis-33628	171	7	the	the	DET
bracis-33628	171	8	ini	ini	PROPN
bracis-33628	171	9	-	-	PROPN
bracis-33628	171	10	heu	heu	PROPN
bracis-33628	171	11	model	model	NOUN
bracis-33628	171	12	by	by	ADP
bracis-33628	171	13	integrating	integrate	VERB
bracis-33628	171	14	the	the	DET
bracis-33628	171	15	partitioned	partition	VERB
bracis-33628	171	16	selection	selection	NOUN
bracis-33628	171	17	with	with	ADP
bracis-33628	171	18	constraints	constraint	NOUN
bracis-33628	171	19	for	for	ADP
bracis-33628	171	20	reinsertion	reinsertion	NOUN
bracis-33628	171	21	(	(	PUNCT
bracis-33628	171	22	subsect	subsect	NOUN
bracis-33628	171	23	.	.	PUNCT
bracis-33628	171	24	4.1	4.1	NUM
bracis-33628	171	25	)	)	PUNCT
bracis-33628	171	26	.	.	PUNCT
bracis-33628	172	1	the	the	DET
bracis-33628	172	2	ps	ps	PROPN
bracis-33628	172	3	-	-	PUNCT
bracis-33628	172	4	re	re	PROPN
bracis-33628	172	5	model	model	NOUN
bracis-33628	172	6	uses	use	VERB
bracis-33628	172	7	a	a	DET
bracis-33628	172	8	partition	partition	NOUN
bracis-33628	172	9	percentage	percentage	NOUN
bracis-33628	172	10	pre	pre	NOUN
bracis-33628	172	11	of	of	ADP
bracis-33628	172	12	60	60	NUM
bracis-33628	172	13	%	%	NOUN
bracis-33628	172	14	for	for	ADP
bracis-33628	172	15	the	the	DET
bracis-33628	172	16	selection	selection	NOUN
bracis-33628	172	17	for	for	ADP
bracis-33628	172	18	reinsertion	reinsertion	NOUN
bracis-33628	172	19	and	and	CCONJ
bracis-33628	172	20	increases	increase	VERB
bracis-33628	172	21	the	the	DET
bracis-33628	172	22	crossover	crossover	NOUN
bracis-33628	172	23	rate	rate	NOUN
bracis-33628	172	24	from	from	ADP
bracis-33628	172	25	30	30	NUM
bracis-33628	172	26	%	%	NOUN
bracis-33628	172	27	to	to	PART
bracis-33628	172	28	90	90	NUM
bracis-33628	172	29	%	%	NOUN
bracis-33628	172	30	.	.	PUNCT
bracis-33628	173	1	for	for	ADP
bracis-33628	173	2	the	the	DET
bracis-33628	173	3	mutation	mutation	NOUN
bracis-33628	173	4	operator	operator	NOUN
bracis-33628	173	5	,	,	PUNCT
bracis-33628	173	6	it	it	PRON
bracis-33628	173	7	uses	use	VERB
bracis-33628	173	8	pmutp	pmutp	NOUN
bracis-33628	173	9	of	of	ADP
bracis-33628	173	10	1	1	NUM
bracis-33628	173	11	%	%	NOUN
bracis-33628	173	12	,	,	PUNCT
bracis-33628	173	13	pmutg	pmutg	NOUN
bracis-33628	173	14	of	of	ADP
bracis-33628	173	15	40	40	NUM
bracis-33628	173	16	%	%	NOUN
bracis-33628	173	17	,	,	PUNCT
bracis-33628	173	18	paddg	paddg	ADV
bracis-33628	173	19	of	of	ADP
bracis-33628	173	20	50	50	NUM
bracis-33628	173	21	%	%	NOUN
bracis-33628	173	22	,	,	PUNCT
bracis-33628	173	23	pmutb	pmutb	NOUN
bracis-33628	173	24	of	of	ADP
bracis-33628	173	25	25	25	NUM
bracis-33628	173	26	%	%	NOUN
bracis-33628	173	27	,	,	PUNCT
bracis-33628	173	28	paddb	paddb	NOUN
bracis-33628	173	29	of	of	ADP
bracis-33628	173	30	25	25	NUM
bracis-33628	173	31	%	%	NOUN
bracis-33628	173	32	,	,	PUNCT
bracis-33628	173	33	and	and	CCONJ
bracis-33628	173	34	pswapg	pswapg	VERB
bracis-33628	173	35	of	of	ADP
bracis-33628	173	36	50	50	NUM
bracis-33628	173	37	%	%	NOUN
bracis-33628	173	38	.	.	PUNCT
bracis-33628	174	1	the	the	DET
bracis-33628	174	2	bl	bl	NOUN
bracis-33628	174	3	-	-	PUNCT
bracis-33628	174	4	bat	bat	NOUN
bracis-33628	174	5	model	model	NOUN
bracis-33628	174	6	extends	extend	VERB
bracis-33628	174	7	the	the	DET
bracis-33628	174	8	ps	ps	PROPN
bracis-33628	174	9	-	-	PUNCT
bracis-33628	174	10	re	re	NOUN
bracis-33628	174	11	model	model	NOUN
bracis-33628	174	12	by	by	ADP
bracis-33628	174	13	modifying	modify	VERB
bracis-33628	174	14	the	the	DET
bracis-33628	174	15	mutation	mutation	NOUN
bracis-33628	174	16	operator	operator	NOUN
bracis-33628	174	17	with	with	ADP
bracis-33628	174	18	a	a	DET
bracis-33628	174	19	greedy	greedy	ADJ
bracis-33628	174	20	local	local	ADJ
bracis-33628	174	21	search	search	NOUN
bracis-33628	174	22	strategy	strategy	NOUN
bracis-33628	174	23	for	for	ADP
bracis-33628	174	24	the	the	DET
bracis-33628	174	25	number	number	NOUN
bracis-33628	174	26	of	of	ADP
bracis-33628	174	27	batches	batch	NOUN
bracis-33628	174	28	.	.	PUNCT
bracis-33628	175	1	it	it	PRON
bracis-33628	175	2	employs	employ	VERB
bracis-33628	175	3	a	a	DET
bracis-33628	175	4	mi	mi	NOUN
bracis-33628	175	5	of	of	ADP
bracis-33628	175	6	2	2	NUM
bracis-33628	175	7	and	and	CCONJ
bracis-33628	175	8	pdm	pdm	NOUN
bracis-33628	175	9	of	of	ADP
bracis-33628	175	10	85	85	NUM
bracis-33628	175	11	.	.	PUNCT
bracis-33628	176	1	table	table	NOUN
bracis-33628	176	2	 	 	SPACE
bracis-33628	176	3	2	2	NUM
bracis-33628	176	4	displays	display	VERB
bracis-33628	176	5	the	the	DET
bracis-33628	176	6	average	average	ADJ
bracis-33628	176	7	(	(	PUNCT
bracis-33628	176	8	avg	avg	NOUN
bracis-33628	176	9	)	)	PUNCT
bracis-33628	176	10	and	and	CCONJ
bracis-33628	176	11	median	median	PROPN
bracis-33628	176	12	(	(	PUNCT
bracis-33628	176	13	med	med	PROPN
bracis-33628	176	14	)	)	PUNCT
bracis-33628	176	15	of	of	ADP
bracis-33628	176	16	the	the	DET
bracis-33628	176	17	results	result	NOUN
bracis-33628	176	18	.	.	PUNCT
bracis-33628	177	1	notably	notably	ADV
bracis-33628	177	2	,	,	PUNCT
bracis-33628	177	3	as	as	SCONJ
bracis-33628	177	4	the	the	DET
bracis-33628	177	5	ps	ps	PROPN
bracis-33628	177	6	-	-	PUNCT
bracis-33628	177	7	re	re	NOUN
bracis-33628	177	8	model	model	NOUN
bracis-33628	177	9	enhances	enhance	VERB
bracis-33628	177	10	the	the	DET
bracis-33628	177	11	quality	quality	NOUN
bracis-33628	177	12	of	of	ADP
bracis-33628	177	13	the	the	DET
bracis-33628	177	14	results	result	NOUN
bracis-33628	177	15	even	even	ADV
bracis-33628	177	16	at	at	ADP
bracis-33628	177	17	a	a	DET
bracis-33628	177	18	lower	low	ADJ
bracis-33628	177	19	number	number	NOUN
bracis-33628	177	20	of	of	ADP
bracis-33628	177	21	generations	generation	NOUN
bracis-33628	177	22	,	,	PUNCT
bracis-33628	177	23	the	the	DET
bracis-33628	177	24	total	total	ADJ
bracis-33628	177	25	number	number	NOUN
bracis-33628	177	26	of	of	ADP
bracis-33628	177	27	generations	generation	NOUN
bracis-33628	177	28	was	be	AUX
bracis-33628	177	29	reduced	reduce	VERB
bracis-33628	177	30	from	from	ADP
bracis-33628	177	31	1000	1000	NUM
bracis-33628	177	32	to	to	ADP
bracis-33628	177	33	600	600	NUM
bracis-33628	177	34	.	.	PUNCT
bracis-33628	178	1	consequently	consequently	ADV
bracis-33628	178	2	,	,	PUNCT
bracis-33628	178	3	the	the	DET
bracis-33628	178	4	final	final	ADJ
bracis-33628	178	5	generations	generation	NOUN
bracis-33628	178	6	for	for	ADP
bracis-33628	178	7	each	each	DET
bracis-33628	178	8	model	model	NOUN
bracis-33628	178	9	will	will	AUX
bracis-33628	178	10	be	be	AUX
bracis-33628	178	11	compared	compare	VERB
bracis-33628	178	12	.	.	PUNCT
bracis-33628	179	1	upon	upon	SCONJ
bracis-33628	179	2	evaluating	evaluate	VERB
bracis-33628	179	3	the	the	DET
bracis-33628	179	4	metric	metric	ADJ
bracis-33628	179	5	e	e	NOUN
bracis-33628	179	6	,	,	PUNCT
bracis-33628	179	7	the	the	DET
bracis-33628	179	8	proposed	propose	VERB
bracis-33628	179	9	models	model	NOUN
bracis-33628	179	10	ps	ps	VERB
bracis-33628	179	11	-	-	PUNCT
bracis-33628	179	12	re	re	NOUN
bracis-33628	179	13	and	and	CCONJ
bracis-33628	179	14	bl	bl	NOUN
bracis-33628	179	15	-	-	PUNCT
bracis-33628	179	16	bat	bat	NOUN
bracis-33628	179	17	(	(	PUNCT
bracis-33628	179	18	at	at	ADP
bracis-33628	179	19	generation	generation	NOUN
bracis-33628	179	20	600	600	NUM
bracis-33628	179	21	)	)	PUNCT
bracis-33628	179	22	reduce	reduce	VERB
bracis-33628	179	23	by	by	ADP
bracis-33628	179	24	10.4	10.4	NUM
bracis-33628	179	25	%	%	NOUN
bracis-33628	179	26	and	and	CCONJ
bracis-33628	179	27	13.8	13.8	NUM
bracis-33628	179	28	%	%	NOUN
bracis-33628	179	29	,	,	PUNCT
bracis-33628	179	30	respectively	respectively	ADV
bracis-33628	179	31	,	,	PUNCT
bracis-33628	179	32	compared	compare	VERB
bracis-33628	179	33	to	to	ADP
bracis-33628	179	34	ini	ini	PROPN
bracis-33628	179	35	-	-	PROPN
bracis-33628	179	36	heu	heu	PROPN
bracis-33628	179	37	(	(	PUNCT
bracis-33628	179	38	at	at	ADP
bracis-33628	179	39	generation	generation	NOUN
bracis-33628	179	40	1000	1000	NUM
bracis-33628	179	41	)	)	PUNCT
bracis-33628	179	42	.	.	PUNCT
bracis-33628	180	1	this	this	DET
bracis-33628	180	2	reduction	reduction	NOUN
bracis-33628	180	3	suggests	suggest	VERB
bracis-33628	180	4	that	that	SCONJ
bracis-33628	180	5	the	the	DET
bracis-33628	180	6	improved	improved	ADJ
bracis-33628	180	7	selection	selection	NOUN
bracis-33628	180	8	of	of	ADP
bracis-33628	180	9	diversity	diversity	NOUN
bracis-33628	180	10	enables	enable	VERB
bracis-33628	180	11	a	a	DET
bracis-33628	180	12	more	more	ADV
bracis-33628	180	13	effective	effective	ADJ
bracis-33628	180	14	exploration	exploration	NOUN
bracis-33628	180	15	of	of	ADP
bracis-33628	180	16	the	the	DET
bracis-33628	180	17	search	search	NOUN
bracis-33628	180	18	space	space	NOUN
bracis-33628	180	19	and	and	CCONJ
bracis-33628	180	20	the	the	DET
bracis-33628	180	21	discovery	discovery	NOUN
bracis-33628	180	22	of	of	ADP
bracis-33628	180	23	more	more	ADJ
bracis-33628	180	24	solutions	solution	NOUN
bracis-33628	180	25	from	from	ADP
bracis-33628	180	26	p	p	PROPN
bracis-33628	180	27	*	*	NOUN
bracis-33628	180	28	.	.	PUNCT
bracis-33628	181	1	furthermore	furthermore	ADV
bracis-33628	181	2	,	,	PUNCT
bracis-33628	181	3	the	the	DET
bracis-33628	181	4	3.4	3.4	NUM
bracis-33628	181	5	%	%	NOUN
bracis-33628	181	6	improvement	improvement	NOUN
bracis-33628	181	7	when	when	SCONJ
bracis-33628	181	8	comparing	compare	VERB
bracis-33628	181	9	ps	ps	NOUN
bracis-33628	181	10	-	-	PUNCT
bracis-33628	181	11	re	re	NOUN
bracis-33628	181	12	and	and	CCONJ
bracis-33628	181	13	bl	bl	NOUN
bracis-33628	181	14	-	-	PUNCT
bracis-33628	181	15	bat	bat	NOUN
bracis-33628	181	16	suggests	suggest	VERB
bracis-33628	181	17	that	that	SCONJ
bracis-33628	181	18	the	the	DET
bracis-33628	181	19	local	local	ADJ
bracis-33628	181	20	search	search	NOUN
bracis-33628	181	21	facilitates	facilitate	VERB
bracis-33628	181	22	the	the	DET
bracis-33628	181	23	exploitation	exploitation	NOUN
bracis-33628	181	24	of	of	ADP
bracis-33628	181	25	the	the	DET
bracis-33628	181	26	nearest	near	ADJ
bracis-33628	181	27	individuals	individual	NOUN
bracis-33628	181	28	.	.	PUNCT
bracis-33628	182	1	the	the	DET
bracis-33628	182	2	improvement	improvement	NOUN
bracis-33628	182	3	of	of	ADP
bracis-33628	182	4	the	the	DET
bracis-33628	182	5	proposed	propose	VERB
bracis-33628	182	6	models	model	NOUN
bracis-33628	182	7	over	over	ADP
bracis-33628	182	8	generations	generation	NOUN
bracis-33628	182	9	,	,	PUNCT
bracis-33628	182	10	especially	especially	ADV
bracis-33628	182	11	for	for	ADP
bracis-33628	182	12	the	the	DET
bracis-33628	182	13	initial	initial	ADJ
bracis-33628	182	14	generations	generation	NOUN
bracis-33628	182	15	for	for	ADP
bracis-33628	182	16	e	e	PROPN
bracis-33628	182	17	and	and	CCONJ
bracis-33628	182	18	igd+	igd+	PROPN
bracis-33628	182	19	,	,	PUNCT
bracis-33628	182	20	can	can	AUX
bracis-33628	182	21	be	be	AUX
bracis-33628	182	22	visualized	visualize	VERB
bracis-33628	182	23	through	through	ADP
bracis-33628	182	24	the	the	DET
bracis-33628	182	25	boxplot	boxplot	NOUN
bracis-33628	182	26	of	of	ADP
bracis-33628	182	27	the	the	DET
bracis-33628	182	28	executions	execution	NOUN
bracis-33628	182	29	in	in	ADP
bracis-33628	182	30	fig	fig	NOUN
bracis-33628	182	31	.	.	PUNCT
bracis-33628	182	32	 	 	SPACE
bracis-33628	183	1	4a	4a	NUM
bracis-33628	183	2	.	.	PUNCT
bracis-33628	184	1	fig	fig	NOUN
bracis-33628	184	2	.	.	PUNCT
bracis-33628	185	1	4	4	X
bracis-33628	185	2	.	.	X
bracis-33628	185	3	boxplots	boxplot	NOUN
bracis-33628	185	4	of	of	ADP
bracis-33628	185	5	performance	performance	NOUN
bracis-33628	185	6	metrics	metric	NOUN
bracis-33628	185	7	over	over	ADP
bracis-33628	185	8	moga	moga	PROPN
bracis-33628	185	9	generations	generation	NOUN
bracis-33628	185	10	.	.	PUNCT
bracis-33628	186	1	full	full	ADJ
bracis-33628	186	2	size	size	NOUN
bracis-33628	186	3	image	image	NOUN
bracis-33628	186	4	for	for	ADP
bracis-33628	186	5	the	the	DET
bracis-33628	186	6	avg	avg	PROPN
bracis-33628	186	7	igd+	igd+	PROPN
bracis-33628	186	8	,	,	PUNCT
bracis-33628	186	9	both	both	DET
bracis-33628	186	10	proposed	propose	VERB
bracis-33628	186	11	models	model	NOUN
bracis-33628	186	12	ps	ps	VERB
bracis-33628	186	13	-	-	PUNCT
bracis-33628	186	14	re	re	NOUN
bracis-33628	186	15	and	and	CCONJ
bracis-33628	186	16	bl	bl	NOUN
bracis-33628	186	17	-	-	PUNCT
bracis-33628	186	18	bat	bat	NOUN
bracis-33628	186	19	improve	improve	VERB
bracis-33628	186	20	by	by	ADP
bracis-33628	186	21	34.2	34.2	NUM
bracis-33628	186	22	%	%	NOUN
bracis-33628	186	23	and	and	CCONJ
bracis-33628	186	24	37.8	37.8	NUM
bracis-33628	186	25	%	%	NOUN
bracis-33628	186	26	,	,	PUNCT
bracis-33628	186	27	respectively	respectively	ADV
bracis-33628	186	28	,	,	PUNCT
bracis-33628	186	29	compared	compare	VERB
bracis-33628	186	30	to	to	ADP
bracis-33628	186	31	ini	ini	PROPN
bracis-33628	186	32	-	-	PROPN
bracis-33628	186	33	heu	heu	PROPN
bracis-33628	186	34	.	.	PUNCT
bracis-33628	187	1	this	this	DET
bracis-33628	187	2	improvement	improvement	NOUN
bracis-33628	187	3	suggests	suggest	VERB
bracis-33628	187	4	that	that	SCONJ
bracis-33628	187	5	the	the	DET
bracis-33628	187	6	models	model	NOUN
bracis-33628	187	7	are	be	AUX
bracis-33628	187	8	capable	capable	ADJ
bracis-33628	187	9	of	of	ADP
bracis-33628	187	10	finding	find	VERB
bracis-33628	187	11	solutions	solution	NOUN
bracis-33628	187	12	closer	close	ADV
bracis-33628	187	13	to	to	ADP
bracis-33628	187	14	p	p	PROPN
bracis-33628	187	15	*	*	PROPN
bracis-33628	187	16	.	.	PUNCT
bracis-33628	188	1	similarly	similarly	ADV
bracis-33628	188	2	to	to	ADP
bracis-33628	188	3	the	the	DET
bracis-33628	188	4	impact	impact	NOUN
bracis-33628	188	5	to	to	ADP
bracis-33628	188	6	the	the	DET
bracis-33628	188	7	hv	hv	PROPN
bracis-33628	188	8	,	,	PUNCT
bracis-33628	188	9	there	there	PRON
bracis-33628	188	10	is	be	VERB
bracis-33628	188	11	a	a	DET
bracis-33628	188	12	3.6	3.6	NUM
bracis-33628	188	13	%	%	NOUN
bracis-33628	188	14	improvement	improvement	NOUN
bracis-33628	188	15	for	for	ADP
bracis-33628	188	16	the	the	DET
bracis-33628	188	17	igd+	igd+	NOUN
bracis-33628	188	18	when	when	SCONJ
bracis-33628	188	19	comparing	compare	VERB
bracis-33628	188	20	ps	ps	NOUN
bracis-33628	188	21	-	-	PUNCT
bracis-33628	188	22	re	re	NOUN
bracis-33628	188	23	and	and	CCONJ
bracis-33628	188	24	bl	bl	NOUN
bracis-33628	188	25	-	-	PUNCT
bracis-33628	188	26	bat	bat	NOUN
bracis-33628	188	27	,	,	PUNCT
bracis-33628	188	28	indicating	indicate	VERB
bracis-33628	188	29	a	a	DET
bracis-33628	188	30	better	well	ADJ
bracis-33628	188	31	exploitation	exploitation	NOUN
bracis-33628	188	32	of	of	ADP
bracis-33628	188	33	the	the	DET
bracis-33628	188	34	solutions	solution	NOUN
bracis-33628	188	35	with	with	ADP
bracis-33628	188	36	the	the	DET
bracis-33628	188	37	incorporation	incorporation	NOUN
bracis-33628	188	38	of	of	ADP
bracis-33628	188	39	the	the	DET
bracis-33628	188	40	local	local	ADJ
bracis-33628	188	41	search	search	NOUN
bracis-33628	188	42	.	.	PUNCT
bracis-33628	189	1	upon	upon	SCONJ
bracis-33628	189	2	analysing	analyse	VERB
bracis-33628	189	3	the	the	DET
bracis-33628	189	4	ns	ns	NOUN
bracis-33628	189	5	,	,	PUNCT
bracis-33628	189	6	the	the	DET
bracis-33628	189	7	results	result	NOUN
bracis-33628	189	8	are	be	AUX
bracis-33628	189	9	similar	similar	ADJ
bracis-33628	189	10	with	with	ADP
bracis-33628	189	11	a	a	DET
bracis-33628	189	12	range	range	NOUN
bracis-33628	189	13	of	of	ADP
bracis-33628	189	14	24	24	NUM
bracis-33628	189	15	to	to	PART
bracis-33628	189	16	27	27	NUM
bracis-33628	189	17	solutions	solution	NOUN
bracis-33628	189	18	.	.	PUNCT
bracis-33628	190	1	the	the	DET
bracis-33628	190	2	ini	ini	PROPN
bracis-33628	190	3	-	-	PUNCT
bracis-33628	190	4	heu	heu	PROPN
bracis-33628	190	5	model	model	NOUN
bracis-33628	190	6	still	still	ADV
bracis-33628	190	7	presents	present	VERB
bracis-33628	190	8	the	the	DET
bracis-33628	190	9	best	good	ADJ
bracis-33628	190	10	average	average	NOUN
bracis-33628	190	11	,	,	PUNCT
bracis-33628	190	12	with	with	ADP
bracis-33628	190	13	a	a	DET
bracis-33628	190	14	reduction	reduction	NOUN
bracis-33628	190	15	of	of	ADP
bracis-33628	190	16	3.1	3.1	NUM
bracis-33628	190	17	%	%	NOUN
bracis-33628	190	18	and	and	CCONJ
bracis-33628	190	19	6.4	6.4	NUM
bracis-33628	190	20	%	%	NOUN
bracis-33628	190	21	for	for	ADP
bracis-33628	190	22	the	the	DET
bracis-33628	190	23	ps	ps	NOUN
bracis-33628	190	24	-	-	PUNCT
bracis-33628	190	25	re	re	NOUN
bracis-33628	190	26	and	and	CCONJ
bracis-33628	190	27	bl	bl	NOUN
bracis-33628	190	28	-	-	PUNCT
bracis-33628	190	29	bat	bat	NOUN
bracis-33628	190	30	,	,	PUNCT
bracis-33628	190	31	respectively	respectively	ADV
bracis-33628	190	32	.	.	PUNCT
bracis-33628	191	1	however	however	ADV
bracis-33628	191	2	,	,	PUNCT
bracis-33628	191	3	this	this	DET
bracis-33628	191	4	metric	metric	NOUN
bracis-33628	191	5	must	must	AUX
bracis-33628	191	6	be	be	AUX
bracis-33628	191	7	evaluated	evaluate	VERB
bracis-33628	191	8	carefully	carefully	ADV
bracis-33628	191	9	since	since	SCONJ
bracis-33628	191	10	a	a	DET
bracis-33628	191	11	large	large	ADJ
bracis-33628	191	12	ns	ns	NOUN
bracis-33628	191	13	does	do	AUX
bracis-33628	191	14	not	not	PART
bracis-33628	191	15	necessarily	necessarily	ADV
bracis-33628	191	16	imply	imply	VERB
bracis-33628	191	17	a	a	DET
bracis-33628	191	18	better	well	ADJ
bracis-33628	191	19	solution	solution	NOUN
bracis-33628	191	20	.	.	PUNCT
bracis-33628	192	1	the	the	DET
bracis-33628	192	2	box	box	NOUN
bracis-33628	192	3	plots	plot	VERB
bracis-33628	192	4	for	for	ADP
bracis-33628	192	5	igd+	igd+	NOUN
bracis-33628	192	6	and	and	CCONJ
bracis-33628	192	7	ns	ns	NOUN
bracis-33628	192	8	are	be	AUX
bracis-33628	192	9	shown	show	VERB
bracis-33628	192	10	in	in	ADP
bracis-33628	192	11	fig	fig	NOUN
bracis-33628	192	12	.	.	PUNCT
bracis-33628	192	13	 	 	SPACE
bracis-33628	193	1	4b	4b	PROPN
bracis-33628	193	2	.	.	PUNCT
bracis-33628	194	1	evaluating	evaluate	VERB
bracis-33628	194	2	the	the	DET
bracis-33628	194	3	average	average	ADJ
bracis-33628	194	4	hv	hv	PROPN
bracis-33628	194	5	,	,	PUNCT
bracis-33628	194	6	the	the	DET
bracis-33628	194	7	results	result	NOUN
bracis-33628	194	8	are	be	AUX
bracis-33628	194	9	similar	similar	ADJ
bracis-33628	194	10	,	,	PUNCT
bracis-33628	194	11	varying	vary	VERB
bracis-33628	194	12	from	from	ADP
bracis-33628	194	13	0.89997	0.89997	NUM
bracis-33628	194	14	to	to	ADP
bracis-33628	194	15	0.9007	0.9007	NUM
bracis-33628	194	16	.	.	PUNCT
bracis-33628	195	1	the	the	DET
bracis-33628	195	2	ps	ps	PROPN
bracis-33628	195	3	-	-	PUNCT
bracis-33628	195	4	re	re	PROPN
bracis-33628	195	5	model	model	NOUN
bracis-33628	195	6	shows	show	VERB
bracis-33628	195	7	a	a	DET
bracis-33628	195	8	slight	slight	ADJ
bracis-33628	195	9	improvement	improvement	NOUN
bracis-33628	195	10	of	of	ADP
bracis-33628	195	11	3.8	3.8	NUM
bracis-33628	195	12	%	%	NOUN
bracis-33628	195	13	in	in	ADP
bracis-33628	195	14	the	the	DET
bracis-33628	195	15	hv	hv	PROPN
bracis-33628	195	16	and	and	CCONJ
bracis-33628	195	17	the	the	DET
bracis-33628	195	18	bl	bl	NOUN
bracis-33628	195	19	-	-	PUNCT
bracis-33628	195	20	bat	bat	VERB
bracis-33628	195	21	a	a	DET
bracis-33628	195	22	small	small	ADJ
bracis-33628	195	23	reduction	reduction	NOUN
bracis-33628	195	24	of	of	ADP
bracis-33628	195	25	6.9	6.9	NUM
bracis-33628	195	26	%	%	NOUN
bracis-33628	195	27	compared	compare	VERB
bracis-33628	195	28	to	to	ADP
bracis-33628	195	29	ini	ini	PROPN
bracis-33628	195	30	-	-	PUNCT
bracis-33628	195	31	heu	heu	PROPN
bracis-33628	195	32	.	.	PUNCT
bracis-33628	195	33	table	table	NOUN
bracis-33628	195	34	2	2	NUM
bracis-33628	195	35	.	.	PUNCT
bracis-33628	195	36	performance	performance	NOUN
bracis-33628	195	37	metrics	metric	NOUN
bracis-33628	195	38	of	of	ADP
bracis-33628	195	39	the	the	DET
bracis-33628	195	40	moga	moga	PROPN
bracis-33628	195	41	approaches.full	approaches.full	PROPN
bracis-33628	195	42	size	size	NOUN
bracis-33628	195	43	table	table	NOUN
bracis-33628	195	44	to	to	PART
bracis-33628	195	45	investigate	investigate	VERB
bracis-33628	195	46	the	the	DET
bracis-33628	195	47	dominance	dominance	NOUN
bracis-33628	195	48	relationship	relationship	NOUN
bracis-33628	195	49	between	between	ADP
bracis-33628	195	50	the	the	DET
bracis-33628	195	51	fronts	front	NOUN
bracis-33628	195	52	of	of	ADP
bracis-33628	195	53	different	different	ADJ
bracis-33628	195	54	approaches	approach	NOUN
bracis-33628	195	55	,	,	PUNCT
bracis-33628	195	56	we	we	PRON
bracis-33628	195	57	analyze	analyze	VERB
bracis-33628	195	58	the	the	DET
bracis-33628	195	59	cs	cs	PROPN
bracis-33628	195	60	metric	metric	ADJ
bracis-33628	195	61	.	.	PUNCT
bracis-33628	196	1	table	table	NOUN
bracis-33628	196	2	 	 	SPACE
bracis-33628	196	3	3	3	NUM
bracis-33628	196	4	presents	present	VERB
bracis-33628	196	5	the	the	DET
bracis-33628	196	6	results	result	NOUN
bracis-33628	196	7	.	.	PUNCT
bracis-33628	197	1	both	both	DET
bracis-33628	197	2	proposed	propose	VERB
bracis-33628	197	3	models	model	NOUN
bracis-33628	197	4	ps	ps	VERB
bracis-33628	197	5	-	-	PUNCT
bracis-33628	197	6	re	re	NOUN
bracis-33628	197	7	and	and	CCONJ
bracis-33628	197	8	bl	bl	NOUN
bracis-33628	197	9	-	-	PUNCT
bracis-33628	197	10	bat	bat	NOUN
bracis-33628	197	11	demonstrate	demonstrate	NOUN
bracis-33628	197	12	superiority	superiority	NOUN
bracis-33628	197	13	for	for	ADP
bracis-33628	197	14	the	the	DET
bracis-33628	197	15	dominance	dominance	NOUN
bracis-33628	197	16	.	.	PUNCT
bracis-33628	198	1	when	when	SCONJ
bracis-33628	198	2	comparing	compare	VERB
bracis-33628	198	3	ps	ps	NOUN
bracis-33628	198	4	-	-	PUNCT
bracis-33628	198	5	re	re	NOUN
bracis-33628	198	6	with	with	ADP
bracis-33628	198	7	ini	ini	PROPN
bracis-33628	198	8	-	-	PROPN
bracis-33628	198	9	heu	heu	PROPN
bracis-33628	198	10	,	,	PUNCT
bracis-33628	198	11	71.2	71.2	NUM
bracis-33628	198	12	%	%	NOUN
bracis-33628	198	13	of	of	ADP
bracis-33628	198	14	the	the	DET
bracis-33628	198	15	solutions	solution	NOUN
bracis-33628	198	16	from	from	ADP
bracis-33628	198	17	ini	ini	PROPN
bracis-33628	198	18	-	-	PROPN
bracis-33628	198	19	heu	heu	PROPN
bracis-33628	198	20	are	be	AUX
bracis-33628	198	21	dominated	dominate	VERB
bracis-33628	198	22	by	by	ADP
bracis-33628	198	23	the	the	DET
bracis-33628	198	24	solutions	solution	NOUN
bracis-33628	198	25	from	from	ADP
bracis-33628	198	26	ps	ps	NOUN
bracis-33628	198	27	-	-	PUNCT
bracis-33628	198	28	re	re	NOUN
bracis-33628	198	29	.	.	PUNCT
bracis-33628	199	1	on	on	ADP
bracis-33628	199	2	the	the	DET
bracis-33628	199	3	other	other	ADJ
bracis-33628	199	4	hand	hand	NOUN
bracis-33628	199	5	,	,	PUNCT
bracis-33628	199	6	only	only	ADV
bracis-33628	199	7	11.9	11.9	NUM
bracis-33628	199	8	%	%	NOUN
bracis-33628	199	9	of	of	ADP
bracis-33628	199	10	the	the	DET
bracis-33628	199	11	solutions	solution	NOUN
bracis-33628	199	12	in	in	ADP
bracis-33628	199	13	ps	ps	PROPN
bracis-33628	199	14	-	-	PUNCT
bracis-33628	199	15	re	re	NOUN
bracis-33628	199	16	are	be	AUX
bracis-33628	199	17	dominated	dominate	VERB
bracis-33628	199	18	by	by	ADP
bracis-33628	199	19	ini	ini	PROPN
bracis-33628	199	20	-	-	PROPN
bracis-33628	199	21	heu	heu	PROPN
bracis-33628	199	22	.	.	PUNCT
bracis-33628	199	23	comparing	compare	VERB
bracis-33628	199	24	bl	bl	NOUN
bracis-33628	199	25	-	-	PUNCT
bracis-33628	199	26	bat	bat	NOUN
bracis-33628	199	27	with	with	ADP
bracis-33628	199	28	ini	ini	PROPN
bracis-33628	199	29	-	-	PUNCT
bracis-33628	199	30	heu	heu	PROPN
bracis-33628	199	31	,	,	PUNCT
bracis-33628	199	32	60.1	60.1	NUM
bracis-33628	199	33	%	%	NOUN
bracis-33628	199	34	of	of	ADP
bracis-33628	199	35	the	the	DET
bracis-33628	199	36	solutions	solution	NOUN
bracis-33628	199	37	from	from	ADP
bracis-33628	199	38	ini	ini	PROPN
bracis-33628	199	39	-	-	PROPN
bracis-33628	199	40	heu	heu	PROPN
bracis-33628	199	41	are	be	AUX
bracis-33628	199	42	dominated	dominate	VERB
bracis-33628	199	43	by	by	ADP
bracis-33628	199	44	the	the	DET
bracis-33628	199	45	solutions	solution	NOUN
bracis-33628	199	46	from	from	ADP
bracis-33628	199	47	bl	bl	NOUN
bracis-33628	199	48	-	-	PUNCT
bracis-33628	199	49	bat	bat	NOUN
bracis-33628	199	50	,	,	PUNCT
bracis-33628	199	51	while	while	SCONJ
bracis-33628	199	52	only	only	ADV
bracis-33628	199	53	17.1	17.1	NUM
bracis-33628	199	54	%	%	NOUN
bracis-33628	199	55	of	of	ADP
bracis-33628	199	56	the	the	DET
bracis-33628	199	57	solutions	solution	NOUN
bracis-33628	199	58	in	in	ADP
bracis-33628	199	59	bl	bl	NOUN
bracis-33628	199	60	-	-	PUNCT
bracis-33628	199	61	bat	bat	NOUN
bracis-33628	199	62	are	be	AUX
bracis-33628	199	63	dominated	dominate	VERB
bracis-33628	199	64	by	by	ADP
bracis-33628	199	65	ini	ini	PROPN
bracis-33628	199	66	-	-	PROPN
bracis-33628	199	67	heu	heu	PROPN
bracis-33628	199	68	.	.	PUNCT
bracis-33628	200	1	this	this	PRON
bracis-33628	200	2	confirms	confirm	VERB
bracis-33628	200	3	that	that	SCONJ
bracis-33628	200	4	bl	bl	NOUN
bracis-33628	200	5	-	-	PUNCT
bracis-33628	200	6	bat	bat	NOUN
bracis-33628	200	7	presents	present	VERB
bracis-33628	200	8	a	a	DET
bracis-33628	200	9	significant	significant	ADJ
bracis-33628	200	10	improvement	improvement	NOUN
bracis-33628	200	11	in	in	ADP
bracis-33628	200	12	terms	term	NOUN
bracis-33628	200	13	of	of	ADP
bracis-33628	200	14	dominance	dominance	NOUN
bracis-33628	200	15	compared	compare	VERB
bracis-33628	200	16	to	to	ADP
bracis-33628	200	17	ini	ini	PROPN
bracis-33628	200	18	-	-	PUNCT
bracis-33628	200	19	heu	heu	PROPN
bracis-33628	200	20	.	.	PUNCT
bracis-33628	200	21	comparing	compare	VERB
bracis-33628	200	22	ps	ps	NOUN
bracis-33628	200	23	-	-	PUNCT
bracis-33628	200	24	re	re	NOUN
bracis-33628	200	25	in	in	ADP
bracis-33628	200	26	relation	relation	NOUN
bracis-33628	200	27	to	to	PART
bracis-33628	200	28	bl	bl	NOUN
bracis-33628	200	29	-	-	PUNCT
bracis-33628	200	30	bat	bat	NOUN
bracis-33628	200	31	,	,	PUNCT
bracis-33628	200	32	25.8	25.8	NUM
bracis-33628	200	33	%	%	NOUN
bracis-33628	200	34	of	of	ADP
bracis-33628	200	35	the	the	DET
bracis-33628	200	36	solutions	solution	NOUN
bracis-33628	200	37	from	from	ADP
bracis-33628	200	38	ps	ps	NOUN
bracis-33628	200	39	-	-	PUNCT
bracis-33628	200	40	re	re	NOUN
bracis-33628	200	41	are	be	AUX
bracis-33628	200	42	dominated	dominate	VERB
bracis-33628	200	43	by	by	ADP
bracis-33628	200	44	bl	bl	NOUN
bracis-33628	200	45	-	-	PUNCT
bracis-33628	200	46	bat	bat	NOUN
bracis-33628	200	47	and	and	CCONJ
bracis-33628	200	48	36.1	36.1	NUM
bracis-33628	200	49	%	%	NOUN
bracis-33628	200	50	of	of	ADP
bracis-33628	200	51	the	the	DET
bracis-33628	200	52	solutions	solution	NOUN
bracis-33628	200	53	from	from	ADP
bracis-33628	200	54	bl	bl	NOUN
bracis-33628	200	55	-	-	PUNCT
bracis-33628	200	56	bat	bat	NOUN
bracis-33628	200	57	are	be	AUX
bracis-33628	200	58	dominated	dominate	VERB
bracis-33628	200	59	by	by	ADP
bracis-33628	200	60	ps	ps	PROPN
bracis-33628	200	61	-	-	PUNCT
bracis-33628	200	62	re	re	NOUN
bracis-33628	200	63	.	.	PUNCT
bracis-33628	201	1	therefore	therefore	ADV
bracis-33628	201	2	,	,	PUNCT
bracis-33628	201	3	ps	ps	NOUN
bracis-33628	201	4	-	-	PUNCT
bracis-33628	201	5	re	re	NOUN
bracis-33628	201	6	presents	present	VERB
bracis-33628	201	7	a	a	DET
bracis-33628	201	8	slight	slight	ADV
bracis-33628	201	9	better	well	ADJ
bracis-33628	201	10	dominance	dominance	NOUN
bracis-33628	201	11	compared	compare	VERB
bracis-33628	201	12	to	to	ADP
bracis-33628	201	13	bl	bl	NOUN
bracis-33628	201	14	-	-	PUNCT
bracis-33628	201	15	bat	bat	NOUN
bracis-33628	201	16	.	.	PUNCT
bracis-33628	202	1	this	this	PRON
bracis-33628	202	2	suggests	suggest	VERB
bracis-33628	202	3	that	that	SCONJ
bracis-33628	202	4	the	the	DET
bracis-33628	202	5	ps	ps	PROPN
bracis-33628	202	6	-	-	PUNCT
bracis-33628	202	7	re	re	PROPN
bracis-33628	202	8	model	model	NOUN
bracis-33628	202	9	presents	present	VERB
bracis-33628	202	10	a	a	DET
bracis-33628	202	11	significant	significant	ADJ
bracis-33628	202	12	improvement	improvement	NOUN
bracis-33628	202	13	in	in	ADP
bracis-33628	202	14	terms	term	NOUN
bracis-33628	202	15	of	of	ADP
bracis-33628	202	16	dominance	dominance	NOUN
bracis-33628	202	17	compared	compare	VERB
bracis-33628	202	18	to	to	ADP
bracis-33628	202	19	the	the	DET
bracis-33628	202	20	ini	ini	PROPN
bracis-33628	202	21	-	-	PROPN
bracis-33628	202	22	heu	heu	PROPN
bracis-33628	202	23	model	model	NOUN
bracis-33628	202	24	.	.	PUNCT
bracis-33628	203	1	moreover	moreover	ADV
bracis-33628	203	2	,	,	PUNCT
bracis-33628	203	3	comparing	compare	VERB
bracis-33628	203	4	ps	ps	NOUN
bracis-33628	203	5	-	-	PUNCT
bracis-33628	203	6	re	re	NOUN
bracis-33628	203	7	to	to	ADP
bracis-33628	203	8	ini	ini	PROPN
bracis-33628	203	9	-	-	PROPN
bracis-33628	203	10	heu	heu	PROPN
bracis-33628	203	11	for	for	ADP
bracis-33628	203	12	dominance	dominance	NOUN
bracis-33628	203	13	ps	ps	NOUN
bracis-33628	203	14	-	-	PUNCT
bracis-33628	203	15	re	re	NOUN
bracis-33628	203	16	provides	provide	VERB
bracis-33628	203	17	a	a	DET
bracis-33628	203	18	slight	slight	ADV
bracis-33628	203	19	better	well	ADJ
bracis-33628	203	20	result	result	NOUN
bracis-33628	203	21	.	.	PUNCT
bracis-33628	204	1	the	the	DET
bracis-33628	204	2	ps	ps	PROPN
bracis-33628	204	3	-	-	PUNCT
bracis-33628	204	4	re	re	NOUN
bracis-33628	204	5	model	model	NOUN
bracis-33628	204	6	is	be	AUX
bracis-33628	204	7	able	able	ADJ
bracis-33628	204	8	to	to	PART
bracis-33628	204	9	find	find	VERB
bracis-33628	204	10	more	more	ADJ
bracis-33628	204	11	dominant	dominant	ADJ
bracis-33628	204	12	solutions	solution	NOUN
bracis-33628	204	13	,	,	PUNCT
bracis-33628	204	14	suggesting	suggest	VERB
bracis-33628	204	15	a	a	DET
bracis-33628	204	16	more	more	ADV
bracis-33628	204	17	effective	effective	ADJ
bracis-33628	204	18	exploration	exploration	NOUN
bracis-33628	204	19	of	of	ADP
bracis-33628	204	20	the	the	DET
bracis-33628	204	21	search	search	NOUN
bracis-33628	204	22	space	space	NOUN
bracis-33628	204	23	.	.	PUNCT
bracis-33628	205	1	table	table	NOUN
bracis-33628	205	2	3	3	NUM
bracis-33628	205	3	.	.	X
bracis-33628	206	1	cs	cs	ADJ
bracis-33628	206	2	metrics	metric	NOUN
bracis-33628	206	3	of	of	ADP
bracis-33628	206	4	the	the	DET
bracis-33628	206	5	strategiesfull	strategiesfull	ADJ
bracis-33628	206	6	size	size	NOUN
bracis-33628	206	7	table	table	NOUN
bracis-33628	206	8	5.3	5.3	NUM
bracis-33628	206	9	hypothesis	hypothesis	NOUN
bracis-33628	206	10	test	test	NOUN
bracis-33628	206	11	analysis	analysis	NOUN
bracis-33628	206	12	this	this	DET
bracis-33628	206	13	section	section	NOUN
bracis-33628	206	14	presents	present	VERB
bracis-33628	206	15	the	the	DET
bracis-33628	206	16	results	result	NOUN
bracis-33628	206	17	of	of	ADP
bracis-33628	206	18	a	a	DET
bracis-33628	206	19	hypothesis	hypothesis	NOUN
bracis-33628	206	20	test	test	NOUN
bracis-33628	206	21	conducted	conduct	VERB
bracis-33628	206	22	at	at	ADP
bracis-33628	206	23	a	a	DET
bracis-33628	206	24	95	95	NUM
bracis-33628	206	25	%	%	NOUN
bracis-33628	206	26	confidence	confidence	NOUN
bracis-33628	206	27	level	level	NOUN
bracis-33628	206	28	to	to	PART
bracis-33628	206	29	assess	assess	VERB
bracis-33628	206	30	the	the	DET
bracis-33628	206	31	statistical	statistical	ADJ
bracis-33628	206	32	significance	significance	NOUN
bracis-33628	206	33	of	of	ADP
bracis-33628	206	34	the	the	DET
bracis-33628	206	35	ps	ps	PROPN
bracis-33628	206	36	-	-	PUNCT
bracis-33628	206	37	re	re	NOUN
bracis-33628	206	38	model	model	NOUN
bracis-33628	206	39	in	in	ADP
bracis-33628	206	40	comparison	comparison	NOUN
bracis-33628	206	41	to	to	ADP
bracis-33628	206	42	other	other	ADJ
bracis-33628	206	43	models	model	NOUN
bracis-33628	206	44	.	.	PUNCT
bracis-33628	207	1	the	the	DET
bracis-33628	207	2	results	result	NOUN
bracis-33628	207	3	,	,	PUNCT
bracis-33628	207	4	displayed	display	VERB
bracis-33628	207	5	in	in	ADP
bracis-33628	207	6	table	table	NOUN
bracis-33628	207	7	 	 	SPACE
bracis-33628	207	8	4	4	NUM
bracis-33628	207	9	,	,	PUNCT
bracis-33628	207	10	show	show	VERB
bracis-33628	207	11	each	each	DET
bracis-33628	207	12	row	row	NOUN
bracis-33628	207	13	representing	represent	VERB
bracis-33628	207	14	the	the	DET
bracis-33628	207	15	average	average	ADJ
bracis-33628	207	16	values	value	NOUN
bracis-33628	207	17	of	of	ADP
bracis-33628	207	18	the	the	DET
bracis-33628	207	19	metrics	metric	NOUN
bracis-33628	207	20	(	(	PUNCT
bracis-33628	207	21	hv	hv	NOUN
bracis-33628	207	22	and	and	CCONJ
bracis-33628	207	23	ns	ns	NOUN
bracis-33628	207	24	for	for	ADP
bracis-33628	207	25	maximization	maximization	NOUN
bracis-33628	207	26	,	,	PUNCT
bracis-33628	207	27	and	and	CCONJ
bracis-33628	207	28	igd+	igd+	NOUN
bracis-33628	207	29	and	and	CCONJ
bracis-33628	207	30	e	e	NOUN
bracis-33628	207	31	for	for	ADP
bracis-33628	207	32	minimization	minimization	NOUN
bracis-33628	207	33	)	)	PUNCT
bracis-33628	207	34	.	.	PUNCT
bracis-33628	208	1	each	each	DET
bracis-33628	208	2	column	column	NOUN
bracis-33628	208	3	represents	represent	VERB
bracis-33628	208	4	the	the	DET
bracis-33628	208	5	comparison	comparison	NOUN
bracis-33628	208	6	of	of	ADP
bracis-33628	208	7	ps	ps	NOUN
bracis-33628	208	8	-	-	PUNCT
bracis-33628	208	9	re	re	NOUN
bracis-33628	208	10	with	with	ADP
bracis-33628	208	11	a	a	DET
bracis-33628	208	12	different	different	ADJ
bracis-33628	208	13	model	model	NOUN
bracis-33628	208	14	.	.	PUNCT
bracis-33628	209	1	the	the	DET
bracis-33628	209	2	green	green	ADJ
bracis-33628	209	3	cells	cell	NOUN
bracis-33628	209	4	indicate	indicate	VERB
bracis-33628	209	5	instances	instance	NOUN
bracis-33628	209	6	where	where	SCONJ
bracis-33628	209	7	ps	ps	NOUN
bracis-33628	209	8	-	-	PUNCT
bracis-33628	209	9	re	re	NOUN
bracis-33628	209	10	significantly	significantly	ADV
bracis-33628	209	11	outperforms	outperform	VERB
bracis-33628	209	12	the	the	DET
bracis-33628	209	13	other	other	ADJ
bracis-33628	209	14	model	model	NOUN
bracis-33628	209	15	for	for	ADP
bracis-33628	209	16	the	the	DET
bracis-33628	209	17	corresponding	correspond	VERB
bracis-33628	209	18	metric	metric	NOUN
bracis-33628	209	19	.	.	PUNCT
bracis-33628	210	1	the	the	DET
bracis-33628	210	2	hypothesis	hypothesis	NOUN
bracis-33628	210	3	test	test	NOUN
bracis-33628	210	4	confirms	confirm	VERB
bracis-33628	210	5	the	the	DET
bracis-33628	210	6	statistical	statistical	ADJ
bracis-33628	210	7	superiority	superiority	NOUN
bracis-33628	210	8	of	of	ADP
bracis-33628	210	9	ps	ps	NOUN
bracis-33628	210	10	-	-	PUNCT
bracis-33628	210	11	re	re	NOUN
bracis-33628	210	12	over	over	ADP
bracis-33628	210	13	the	the	DET
bracis-33628	210	14	ini	ini	PROPN
bracis-33628	210	15	-	-	PROPN
bracis-33628	210	16	heu	heu	PROPN
bracis-33628	210	17	for	for	ADP
bracis-33628	210	18	hv	hv	PROPN
bracis-33628	210	19	,	,	PUNCT
bracis-33628	210	20	igd+	igd+	NOUN
bracis-33628	210	21	,	,	PUNCT
bracis-33628	210	22	and	and	CCONJ
bracis-33628	210	23	e	e	NOUN
bracis-33628	210	24	metrics	metric	NOUN
bracis-33628	210	25	;	;	PUNCT
bracis-33628	210	26	and	and	CCONJ
bracis-33628	210	27	bl	bl	NOUN
bracis-33628	210	28	-	-	PUNCT
bracis-33628	210	29	bat	bat	NOUN
bracis-33628	210	30	for	for	ADP
bracis-33628	210	31	hv	hv	PROPN
bracis-33628	210	32	metric	metric	PROPN
bracis-33628	210	33	.	.	PUNCT
bracis-33628	211	1	when	when	SCONJ
bracis-33628	211	2	comparing	compare	VERB
bracis-33628	211	3	ps	ps	NOUN
bracis-33628	211	4	-	-	PUNCT
bracis-33628	211	5	re	re	NOUN
bracis-33628	211	6	with	with	ADP
bracis-33628	211	7	ini	ini	PROPN
bracis-33628	211	8	-	-	PROPN
bracis-33628	211	9	heu	heu	PROPN
bracis-33628	211	10	,	,	PUNCT
bracis-33628	211	11	there	there	PRON
bracis-33628	211	12	is	be	VERB
bracis-33628	211	13	significant	significant	ADJ
bracis-33628	211	14	evidence	evidence	NOUN
bracis-33628	211	15	of	of	ADP
bracis-33628	211	16	superiority	superiority	NOUN
bracis-33628	211	17	for	for	ADP
bracis-33628	211	18	all	all	DET
bracis-33628	211	19	metrics	metric	NOUN
bracis-33628	211	20	,	,	PUNCT
bracis-33628	211	21	except	except	SCONJ
bracis-33628	211	22	for	for	ADP
bracis-33628	211	23	the	the	DET
bracis-33628	211	24	ns	ns	NOUN
bracis-33628	211	25	with	with	ADP
bracis-33628	211	26	comparable	comparable	ADJ
bracis-33628	211	27	results	result	NOUN
bracis-33628	211	28	.	.	PUNCT
bracis-33628	212	1	this	this	PRON
bracis-33628	212	2	suggests	suggest	VERB
bracis-33628	212	3	that	that	SCONJ
bracis-33628	212	4	allowing	allow	VERB
bracis-33628	212	5	unconstrained	unconstrained	ADJ
bracis-33628	212	6	solutions	solution	NOUN
bracis-33628	212	7	enhances	enhance	VERB
bracis-33628	212	8	the	the	DET
bracis-33628	212	9	diversity	diversity	NOUN
bracis-33628	212	10	of	of	ADP
bracis-33628	212	11	the	the	DET
bracis-33628	212	12	population	population	NOUN
bracis-33628	212	13	,	,	PUNCT
bracis-33628	212	14	improving	improve	VERB
bracis-33628	212	15	the	the	DET
bracis-33628	212	16	exploration	exploration	NOUN
bracis-33628	212	17	of	of	ADP
bracis-33628	212	18	solutions	solution	NOUN
bracis-33628	212	19	towards	towards	ADP
bracis-33628	212	20	the	the	DET
bracis-33628	212	21	p	p	NOUN
bracis-33628	212	22	*	*	PROPN
bracis-33628	212	23	.	.	PUNCT
bracis-33628	213	1	despite	despite	SCONJ
bracis-33628	213	2	the	the	DET
bracis-33628	213	3	higher	high	ADJ
bracis-33628	213	4	averages	average	NOUN
bracis-33628	213	5	for	for	ADP
bracis-33628	213	6	e	e	NOUN
bracis-33628	213	7	and	and	CCONJ
bracis-33628	213	8	igd+	igd+	VERB
bracis-33628	213	9	for	for	ADP
bracis-33628	213	10	the	the	DET
bracis-33628	213	11	bl	bl	ADJ
bracis-33628	213	12	-	-	PUNCT
bracis-33628	213	13	bat	bat	NOUN
bracis-33628	213	14	model	model	NOUN
bracis-33628	213	15	,	,	PUNCT
bracis-33628	213	16	there	there	PRON
bracis-33628	213	17	is	be	VERB
bracis-33628	213	18	insufficient	insufficient	ADJ
bracis-33628	213	19	statistical	statistical	ADJ
bracis-33628	213	20	evidence	evidence	NOUN
bracis-33628	213	21	to	to	PART
bracis-33628	213	22	assert	assert	VERB
bracis-33628	213	23	its	its	PRON
bracis-33628	213	24	superiority	superiority	NOUN
bracis-33628	213	25	over	over	ADP
bracis-33628	213	26	ps	ps	NOUN
bracis-33628	213	27	-	-	PUNCT
bracis-33628	213	28	re	re	NOUN
bracis-33628	213	29	.	.	PUNCT
bracis-33628	214	1	moreover	moreover	ADV
bracis-33628	214	2	ps	ps	VERB
bracis-33628	214	3	-	-	PUNCT
bracis-33628	214	4	re	re	NOUN
bracis-33628	214	5	demonstrating	demonstrate	VERB
bracis-33628	214	6	evidence	evidence	NOUN
bracis-33628	214	7	of	of	ADP
bracis-33628	214	8	superiority	superiority	NOUN
bracis-33628	214	9	for	for	ADP
bracis-33628	214	10	the	the	DET
bracis-33628	214	11	hv	hv	PROPN
bracis-33628	214	12	metric	metric	PROPN
bracis-33628	214	13	.	.	PUNCT
bracis-33628	215	1	this	this	PRON
bracis-33628	215	2	suggests	suggest	VERB
bracis-33628	215	3	that	that	SCONJ
bracis-33628	215	4	the	the	DET
bracis-33628	215	5	combination	combination	NOUN
bracis-33628	215	6	of	of	ADP
bracis-33628	215	7	local	local	ADJ
bracis-33628	215	8	search	search	NOUN
bracis-33628	215	9	strategies	strategy	NOUN
bracis-33628	215	10	,	,	PUNCT
bracis-33628	215	11	could	could	AUX
bracis-33628	215	12	be	be	AUX
bracis-33628	215	13	further	far	ADV
bracis-33628	215	14	investigated	investigate	VERB
bracis-33628	215	15	in	in	ADP
bracis-33628	215	16	combination	combination	NOUN
bracis-33628	215	17	with	with	ADP
bracis-33628	215	18	surrogate	surrogate	ADJ
bracis-33628	215	19	models	model	NOUN
bracis-33628	215	20	to	to	PART
bracis-33628	215	21	reduce	reduce	VERB
bracis-33628	215	22	the	the	DET
bracis-33628	215	23	cost	cost	NOUN
bracis-33628	215	24	of	of	ADP
bracis-33628	215	25	fitness	fitness	NOUN
bracis-33628	215	26	evaluation	evaluation	NOUN
bracis-33628	215	27	.	.	PUNCT
bracis-33628	216	1	table	table	NOUN
bracis-33628	216	2	4	4	NUM
bracis-33628	216	3	.	.	X
bracis-33628	216	4	hipothesis	hipothesis	NOUN
bracis-33628	216	5	test	test	NOUN
bracis-33628	216	6	for	for	ADP
bracis-33628	216	7	the	the	DET
bracis-33628	216	8	metrics	metric	NOUN
bracis-33628	216	9	comparing	compare	VERB
bracis-33628	216	10	ps	ps	NOUN
bracis-33628	216	11	-	-	PUNCT
bracis-33628	216	12	re	re	NOUN
bracis-33628	216	13	vs	vs	ADP
bracis-33628	216	14	other	other	ADJ
bracis-33628	216	15	approachesfull	approachesfull	ADJ
bracis-33628	216	16	size	size	NOUN
bracis-33628	216	17	table	table	NOUN
bracis-33628	216	18	6	6	NUM
bracis-33628	216	19	conclusion	conclusion	NOUN
bracis-33628	216	20	in	in	ADP
bracis-33628	216	21	this	this	DET
bracis-33628	216	22	study	study	NOUN
bracis-33628	216	23	,	,	PUNCT
bracis-33628	216	24	we	we	PRON
bracis-33628	216	25	investigated	investigate	VERB
bracis-33628	216	26	moga	moga	NOUN
bracis-33628	216	27	models	model	NOUN
bracis-33628	216	28	applied	apply	VERB
bracis-33628	216	29	to	to	ADP
bracis-33628	216	30	the	the	DET
bracis-33628	216	31	batch	batch	NOUN
bracis-33628	216	32	scheduling	scheduling	NOUN
bracis-33628	216	33	of	of	ADP
bracis-33628	216	34	pharmaceutical	pharmaceutical	ADJ
bracis-33628	216	35	products	product	NOUN
bracis-33628	216	36	with	with	ADP
bracis-33628	216	37	stochastic	stochastic	ADJ
bracis-33628	216	38	demands	demand	NOUN
bracis-33628	216	39	.	.	PUNCT
bracis-33628	217	1	we	we	PRON
bracis-33628	217	2	proposed	propose	VERB
bracis-33628	217	3	two	two	NUM
bracis-33628	217	4	improvements	improvement	NOUN
bracis-33628	217	5	in	in	ADP
bracis-33628	217	6	the	the	DET
bracis-33628	217	7	genetic	genetic	ADJ
bracis-33628	217	8	operators	operator	NOUN
bracis-33628	217	9	:	:	PUNCT
bracis-33628	217	10	the	the	DET
bracis-33628	217	11	partitioned	partition	VERB
bracis-33628	217	12	selection	selection	NOUN
bracis-33628	217	13	with	with	ADP
bracis-33628	217	14	constraints	constraint	NOUN
bracis-33628	217	15	for	for	ADP
bracis-33628	217	16	the	the	DET
bracis-33628	217	17	reinsertion	reinsertion	NOUN
bracis-33628	217	18	and	and	CCONJ
bracis-33628	217	19	the	the	DET
bracis-33628	217	20	incorporation	incorporation	NOUN
bracis-33628	217	21	of	of	ADP
bracis-33628	217	22	the	the	DET
bracis-33628	217	23	greedy	greedy	ADJ
bracis-33628	217	24	local	local	ADJ
bracis-33628	217	25	search	search	NOUN
bracis-33628	217	26	strategy	strategy	NOUN
bracis-33628	217	27	to	to	ADP
bracis-33628	217	28	the	the	DET
bracis-33628	217	29	mutation	mutation	NOUN
bracis-33628	217	30	operator	operator	NOUN
bracis-33628	217	31	.	.	PUNCT
bracis-33628	218	1	the	the	DET
bracis-33628	218	2	operators	operator	NOUN
bracis-33628	218	3	were	be	AUX
bracis-33628	218	4	investigated	investigate	VERB
bracis-33628	218	5	in	in	ADP
bracis-33628	218	6	two	two	NUM
bracis-33628	218	7	models	model	NOUN
bracis-33628	218	8	:	:	PUNCT
bracis-33628	218	9	the	the	DET
bracis-33628	218	10	first	first	ADJ
bracis-33628	218	11	ps	ps	NOUN
bracis-33628	218	12	-	-	PUNCT
bracis-33628	218	13	re	re	NOUN
bracis-33628	218	14	,	,	PUNCT
bracis-33628	218	15	which	which	PRON
bracis-33628	218	16	enhances	enhance	VERB
bracis-33628	218	17	the	the	DET
bracis-33628	218	18	reference	reference	NOUN
bracis-33628	218	19	model	model	NOUN
bracis-33628	218	20	ini	ini	PROPN
bracis-33628	218	21	-	-	PROPN
bracis-33628	218	22	heu	heu	PROPN
bracis-33628	218	23	by	by	ADP
bracis-33628	218	24	integrating	integrate	VERB
bracis-33628	218	25	the	the	DET
bracis-33628	218	26	partitioned	partition	VERB
bracis-33628	218	27	selection	selection	NOUN
bracis-33628	218	28	with	with	ADP
bracis-33628	218	29	constraints	constraint	NOUN
bracis-33628	218	30	for	for	ADP
bracis-33628	218	31	reinsertion	reinsertion	NOUN
bracis-33628	218	32	;	;	PUNCT
bracis-33628	218	33	and	and	CCONJ
bracis-33628	218	34	the	the	DET
bracis-33628	218	35	second	second	ADJ
bracis-33628	218	36	bl	bl	NOUN
bracis-33628	218	37	-	-	PUNCT
bracis-33628	218	38	bat	bat	NOUN
bracis-33628	218	39	,	,	PUNCT
bracis-33628	218	40	which	which	PRON
bracis-33628	218	41	incorporates	incorporate	VERB
bracis-33628	218	42	to	to	ADP
bracis-33628	218	43	the	the	DET
bracis-33628	218	44	ps	ps	VERB
bracis-33628	218	45	-	-	PUNCT
bracis-33628	218	46	re	re	NOUN
bracis-33628	218	47	model	model	NOUN
bracis-33628	218	48	the	the	DET
bracis-33628	218	49	greedy	greedy	ADJ
bracis-33628	218	50	local	local	ADJ
bracis-33628	218	51	search	search	NOUN
bracis-33628	218	52	strategy	strategy	NOUN
bracis-33628	218	53	for	for	ADP
bracis-33628	218	54	the	the	DET
bracis-33628	218	55	number	number	NOUN
bracis-33628	218	56	of	of	ADP
bracis-33628	218	57	batches	batch	NOUN
bracis-33628	218	58	to	to	ADP
bracis-33628	218	59	the	the	DET
bracis-33628	218	60	mutation	mutation	NOUN
bracis-33628	218	61	operator	operator	NOUN
bracis-33628	218	62	.	.	PUNCT
bracis-33628	219	1	both	both	DET
bracis-33628	219	2	models	model	NOUN
bracis-33628	219	3	demonstrated	demonstrate	VERB
bracis-33628	219	4	statistically	statistically	ADV
bracis-33628	219	5	significant	significant	ADJ
bracis-33628	219	6	improvements	improvement	NOUN
bracis-33628	219	7	compared	compare	VERB
bracis-33628	219	8	to	to	ADP
bracis-33628	219	9	the	the	DET
bracis-33628	219	10	reference	reference	NOUN
bracis-33628	219	11	model(ini	model(ini	PROPN
bracis-33628	219	12	-	-	PUNCT
bracis-33628	219	13	heu	heu	PROPN
bracis-33628	219	14	)	)	PUNCT
bracis-33628	219	15	in	in	ADP
bracis-33628	219	16	relation	relation	NOUN
bracis-33628	219	17	to	to	ADP
bracis-33628	219	18	the	the	DET
bracis-33628	219	19	metrics	metric	NOUN
bracis-33628	219	20	igd+	igd+	NOUN
bracis-33628	219	21	and	and	CCONJ
bracis-33628	219	22	error	error	NOUN
bracis-33628	219	23	rate	rate	NOUN
bracis-33628	219	24	.	.	PUNCT
bracis-33628	220	1	for	for	ADP
bracis-33628	220	2	the	the	DET
bracis-33628	220	3	ps	ps	PROPN
bracis-33628	220	4	-	-	PUNCT
bracis-33628	220	5	re	re	NOUN
bracis-33628	220	6	model	model	NOUN
bracis-33628	220	7	,	,	PUNCT
bracis-33628	220	8	we	we	PRON
bracis-33628	220	9	observed	observe	VERB
bracis-33628	220	10	an	an	DET
bracis-33628	220	11	improvement	improvement	NOUN
bracis-33628	220	12	in	in	ADP
bracis-33628	220	13	the	the	DET
bracis-33628	220	14	avg	avg	NOUN
bracis-33628	220	15	of	of	ADP
bracis-33628	220	16	10.4	10.4	NUM
bracis-33628	220	17	%	%	NOUN
bracis-33628	220	18	in	in	ADP
bracis-33628	220	19	e	e	NOUN
bracis-33628	220	20	,	,	PUNCT
bracis-33628	220	21	improvement	improvement	NOUN
bracis-33628	220	22	of	of	ADP
bracis-33628	220	23	34.2	34.2	NUM
bracis-33628	220	24	%	%	NOUN
bracis-33628	220	25	for	for	ADP
bracis-33628	220	26	igd+	igd+	PROPN
bracis-33628	220	27	,	,	PUNCT
bracis-33628	220	28	a	a	DET
bracis-33628	220	29	slight	slight	ADJ
bracis-33628	220	30	increase	increase	NOUN
bracis-33628	220	31	of	of	ADP
bracis-33628	220	32	3,8	3,8	NUM
bracis-33628	220	33	%	%	NOUN
bracis-33628	220	34	for	for	ADP
bracis-33628	220	35	the	the	DET
bracis-33628	220	36	hv	hv	PROPN
bracis-33628	220	37	and	and	CCONJ
bracis-33628	220	38	a	a	DET
bracis-33628	220	39	small	small	ADJ
bracis-33628	220	40	reduction	reduction	NOUN
bracis-33628	220	41	to	to	ADP
bracis-33628	220	42	ns	ns	NUM
bracis-33628	220	43	of	of	ADP
bracis-33628	220	44	3,1	3,1	NUM
bracis-33628	220	45	%	%	NOUN
bracis-33628	220	46	compared	compare	VERB
bracis-33628	220	47	to	to	ADP
bracis-33628	220	48	the	the	DET
bracis-33628	220	49	reference	reference	NOUN
bracis-33628	220	50	model	model	NOUN
bracis-33628	220	51	.	.	PUNCT
bracis-33628	221	1	this	this	PRON
bracis-33628	221	2	suggests	suggest	VERB
bracis-33628	221	3	that	that	SCONJ
bracis-33628	221	4	the	the	DET
bracis-33628	221	5	enhanced	enhanced	ADJ
bracis-33628	221	6	selection	selection	NOUN
bracis-33628	221	7	of	of	ADP
bracis-33628	221	8	diversity	diversity	NOUN
bracis-33628	221	9	and	and	CCONJ
bracis-33628	221	10	the	the	DET
bracis-33628	221	11	increased	increase	VERB
bracis-33628	221	12	crossover	crossover	NOUN
bracis-33628	221	13	rate	rate	NOUN
bracis-33628	221	14	positively	positively	ADV
bracis-33628	221	15	influenced	influence	VERB
bracis-33628	221	16	capability	capability	NOUN
bracis-33628	221	17	of	of	ADP
bracis-33628	221	18	finding	find	VERB
bracis-33628	221	19	solutions	solution	NOUN
bracis-33628	221	20	in	in	ADP
bracis-33628	221	21	p	p	PROPN
bracis-33628	221	22	*	*	X
bracis-33628	221	23	and	and	CCONJ
bracis-33628	221	24	closer	close	ADJ
bracis-33628	221	25	.	.	PUNCT
bracis-33628	222	1	the	the	DET
bracis-33628	222	2	bl	bl	NOUN
bracis-33628	222	3	-	-	PUNCT
bracis-33628	222	4	bat	bat	NOUN
bracis-33628	222	5	model	model	NOUN
bracis-33628	222	6	presented	present	VERB
bracis-33628	222	7	even	even	ADV
bracis-33628	222	8	more	more	ADV
bracis-33628	222	9	expressive	expressive	ADJ
bracis-33628	222	10	results	result	NOUN
bracis-33628	222	11	,	,	PUNCT
bracis-33628	222	12	with	with	ADP
bracis-33628	222	13	a	a	DET
bracis-33628	222	14	reduction	reduction	NOUN
bracis-33628	222	15	in	in	ADP
bracis-33628	222	16	the	the	DET
bracis-33628	222	17	average	average	NOUN
bracis-33628	222	18	of	of	ADP
bracis-33628	222	19	13.8	13.8	NUM
bracis-33628	222	20	%	%	NOUN
bracis-33628	222	21	in	in	ADP
bracis-33628	222	22	e	e	NOUN
bracis-33628	222	23	,	,	PUNCT
bracis-33628	222	24	an	an	DET
bracis-33628	222	25	improvement	improvement	NOUN
bracis-33628	222	26	of	of	ADP
bracis-33628	222	27	37.8	37.8	NUM
bracis-33628	222	28	%	%	NOUN
bracis-33628	222	29	in	in	ADP
bracis-33628	222	30	igd+	igd+	PROPN
bracis-33628	222	31	,	,	PUNCT
bracis-33628	222	32	a	a	DET
bracis-33628	222	33	reduction	reduction	NOUN
bracis-33628	222	34	to	to	ADP
bracis-33628	222	35	ns	ns	NUM
bracis-33628	222	36	of	of	ADP
bracis-33628	222	37	6,4	6,4	NUM
bracis-33628	222	38	%	%	NOUN
bracis-33628	222	39	and	and	CCONJ
bracis-33628	222	40	a	a	DET
bracis-33628	222	41	small	small	ADJ
bracis-33628	222	42	reduction	reduction	NOUN
bracis-33628	222	43	of	of	ADP
bracis-33628	222	44	6,9	6,9	NUM
bracis-33628	222	45	%	%	NOUN
bracis-33628	222	46	in	in	ADP
bracis-33628	222	47	hv	hv	NOUN
bracis-33628	222	48	compared	compare	VERB
bracis-33628	222	49	to	to	ADP
bracis-33628	222	50	the	the	DET
bracis-33628	222	51	reference	reference	NOUN
bracis-33628	222	52	model	model	NOUN
bracis-33628	222	53	.	.	PUNCT
bracis-33628	223	1	moreover	moreover	ADV
bracis-33628	223	2	,	,	PUNCT
bracis-33628	223	3	both	both	PRON
bracis-33628	223	4	demonstrated	demonstrate	VERB
bracis-33628	223	5	superiority	superiority	NOUN
bracis-33628	223	6	in	in	ADP
bracis-33628	223	7	the	the	DET
bracis-33628	223	8	cs	cs	PROPN
bracis-33628	223	9	metric	metric	NOUN
bracis-33628	223	10	compared	compare	VERB
bracis-33628	223	11	to	to	ADP
bracis-33628	223	12	the	the	DET
bracis-33628	223	13	ini	ini	PROPN
bracis-33628	223	14	-	-	PROPN
bracis-33628	223	15	heu	heu	PROPN
bracis-33628	223	16	model	model	NOUN
bracis-33628	223	17	,	,	PUNCT
bracis-33628	223	18	with	with	ADP
bracis-33628	223	19	71.2	71.2	NUM
bracis-33628	223	20	%	%	NOUN
bracis-33628	223	21	of	of	ADP
bracis-33628	223	22	the	the	DET
bracis-33628	223	23	solutions	solution	NOUN
bracis-33628	223	24	from	from	ADP
bracis-33628	223	25	ini	ini	PROPN
bracis-33628	223	26	-	-	PROPN
bracis-33628	223	27	heu	heu	PROPN
bracis-33628	223	28	being	be	AUX
bracis-33628	223	29	dominated	dominate	VERB
bracis-33628	223	30	by	by	ADP
bracis-33628	223	31	the	the	DET
bracis-33628	223	32	solutions	solution	NOUN
bracis-33628	223	33	from	from	ADP
bracis-33628	223	34	ps	ps	NOUN
bracis-33628	223	35	-	-	PUNCT
bracis-33628	223	36	re	re	NOUN
bracis-33628	223	37	.	.	PUNCT
bracis-33628	224	1	only	only	ADV
bracis-33628	224	2	11.9	11.9	NUM
bracis-33628	224	3	%	%	NOUN
bracis-33628	224	4	of	of	ADP
bracis-33628	224	5	ps	ps	NOUN
bracis-33628	224	6	-	-	PUNCT
bracis-33628	224	7	re	re	NOUN
bracis-33628	224	8	solutions	solution	NOUN
bracis-33628	224	9	were	be	AUX
bracis-33628	224	10	dominated	dominate	VERB
bracis-33628	224	11	by	by	ADP
bracis-33628	224	12	ini	ini	PROPN
bracis-33628	224	13	-	-	PROPN
bracis-33628	224	14	heu	heu	PROPN
bracis-33628	224	15	solutions	solution	NOUN
bracis-33628	224	16	.	.	PUNCT
bracis-33628	225	1	the	the	DET
bracis-33628	225	2	ps	ps	NOUN
bracis-33628	225	3	-	-	PUNCT
bracis-33628	225	4	re	re	PROPN
bracis-33628	225	5	also	also	ADV
bracis-33628	225	6	outperforms	outperform	VERB
bracis-33628	225	7	the	the	DET
bracis-33628	225	8	bl	bl	NOUN
bracis-33628	225	9	-	-	PUNCT
bracis-33628	225	10	bat	bat	NOUN
bracis-33628	225	11	in	in	ADP
bracis-33628	225	12	dominance	dominance	NOUN
bracis-33628	225	13	,	,	PUNCT
bracis-33628	225	14	with	with	ADP
bracis-33628	225	15	36,1	36,1	NUM
bracis-33628	225	16	%	%	NOUN
bracis-33628	225	17	of	of	ADP
bracis-33628	225	18	the	the	DET
bracis-33628	225	19	solutions	solution	NOUN
bracis-33628	225	20	from	from	ADP
bracis-33628	225	21	bl	bl	NOUN
bracis-33628	225	22	-	-	PUNCT
bracis-33628	225	23	bat	bat	NOUN
bracis-33628	225	24	dominated	dominate	VERB
bracis-33628	225	25	by	by	ADP
bracis-33628	225	26	the	the	DET
bracis-33628	225	27	solutions	solution	NOUN
bracis-33628	225	28	from	from	ADP
bracis-33628	225	29	ps	ps	NOUN
bracis-33628	225	30	-	-	PUNCT
bracis-33628	225	31	re	re	NOUN
bracis-33628	225	32	and	and	CCONJ
bracis-33628	225	33	25,8	25,8	NUM
bracis-33628	225	34	%	%	NOUN
bracis-33628	225	35	from	from	ADP
bracis-33628	225	36	ps	ps	NOUN
bracis-33628	225	37	-	-	PUNCT
bracis-33628	225	38	re	re	NOUN
bracis-33628	225	39	solutions	solution	NOUN
bracis-33628	225	40	dominated	dominate	VERB
bracis-33628	225	41	by	by	ADP
bracis-33628	225	42	bl	bl	ADJ
bracis-33628	225	43	-	-	PUNCT
bracis-33628	225	44	bat	bat	NOUN
bracis-33628	225	45	solutions	solution	NOUN
bracis-33628	225	46	.	.	PUNCT
bracis-33628	226	1	this	this	PRON
bracis-33628	226	2	confirms	confirm	VERB
bracis-33628	226	3	the	the	DET
bracis-33628	226	4	significant	significant	ADJ
bracis-33628	226	5	improvement	improvement	NOUN
bracis-33628	226	6	of	of	ADP
bracis-33628	226	7	the	the	DET
bracis-33628	226	8	ps	ps	PROPN
bracis-33628	226	9	-	-	PUNCT
bracis-33628	226	10	re	re	NOUN
bracis-33628	226	11	model	model	NOUN
bracis-33628	226	12	in	in	ADP
bracis-33628	226	13	terms	term	NOUN
bracis-33628	226	14	of	of	ADP
bracis-33628	226	15	dominance	dominance	NOUN
bracis-33628	226	16	compared	compare	VERB
bracis-33628	226	17	to	to	ADP
bracis-33628	226	18	the	the	DET
bracis-33628	226	19	ini	ini	PROPN
bracis-33628	226	20	-	-	PROPN
bracis-33628	226	21	heu	heu	PROPN
bracis-33628	226	22	model	model	NOUN
bracis-33628	226	23	.	.	PUNCT
bracis-33628	227	1	as	as	ADP
bracis-33628	227	2	future	future	ADJ
bracis-33628	227	3	investigations	investigation	NOUN
bracis-33628	227	4	,	,	PUNCT
bracis-33628	227	5	we	we	PRON
bracis-33628	227	6	are	be	AUX
bracis-33628	227	7	going	going	AUX
bracis-33628	227	8	evaluated	evaluate	VERB
bracis-33628	227	9	the	the	DET
bracis-33628	227	10	algorithm	algorithm	NOUN
bracis-33628	227	11	performance	performance	NOUN
bracis-33628	227	12	when	when	SCONJ
bracis-33628	227	13	processing	processing	NOUN
bracis-33628	227	14	time	time	NOUN
bracis-33628	227	15	is	be	AUX
bracis-33628	227	16	used	use	VERB
bracis-33628	227	17	as	as	ADP
bracis-33628	227	18	a	a	DET
bracis-33628	227	19	stopping	stopping	NOUN
bracis-33628	227	20	criterion	criterion	NOUN
bracis-33628	227	21	.	.	PUNCT
bracis-33628	228	1	surrogate	surrogate	ADJ
bracis-33628	228	2	models	model	NOUN
bracis-33628	228	3	could	could	AUX
bracis-33628	228	4	be	be	AUX
bracis-33628	228	5	used	use	VERB
bracis-33628	228	6	in	in	ADP
bracis-33628	228	7	order	order	NOUN
bracis-33628	228	8	to	to	PART
bracis-33628	228	9	reduce	reduce	VERB
bracis-33628	228	10	the	the	DET
bracis-33628	228	11	computational	computational	ADJ
bracis-33628	228	12	cost	cost	NOUN
bracis-33628	228	13	of	of	ADP
bracis-33628	228	14	the	the	DET
bracis-33628	228	15	fitness	fitness	NOUN
bracis-33628	228	16	and	and	CCONJ
bracis-33628	228	17	constraints	constraint	NOUN
bracis-33628	228	18	evaluation	evaluation	NOUN
bracis-33628	228	19	.	.	PUNCT
bracis-33628	229	1	it	it	PRON
bracis-33628	229	2	also	also	ADV
bracis-33628	229	3	favors	favor	VERB
bracis-33628	229	4	the	the	DET
bracis-33628	229	5	study	study	NOUN
bracis-33628	229	6	of	of	ADP
bracis-33628	229	7	more	more	ADJ
bracis-33628	229	8	refined	refined	ADJ
bracis-33628	229	9	local	local	ADJ
bracis-33628	229	10	search	search	NOUN
bracis-33628	229	11	operators	operator	NOUN
bracis-33628	229	12	in	in	ADP
bracis-33628	229	13	the	the	DET
bracis-33628	229	14	mutation	mutation	NOUN
bracis-33628	229	15	.	.	PUNCT
bracis-33628	230	1	references	reference	NOUN
bracis-33628	230	2	azadeh	azadeh	PROPN
bracis-33628	230	3	,	,	PUNCT
bracis-33628	230	4	a.	a.	NOUN
bracis-33628	230	5	,	,	PUNCT
bracis-33628	230	6	goldansaz	goldansaz	PROPN
bracis-33628	230	7	,	,	PUNCT
bracis-33628	230	8	s.m	s.m	PROPN
bracis-33628	230	9	.	.	PROPN
bracis-33628	230	10	,	,	PUNCT
bracis-33628	230	11	zahedi	zahedi	PROPN
bracis-33628	230	12	-	-	PUNCT
bracis-33628	230	13	anaraki	anaraki	PROPN
bracis-33628	230	14	,	,	PUNCT
bracis-33628	230	15	a.h	a.h	PROPN
bracis-33628	230	16	.	.	PROPN
bracis-33628	230	17	:	:	PUNCT
bracis-33628	231	1	solving	solve	VERB
bracis-33628	231	2	and	and	CCONJ
bracis-33628	231	3	optimizing	optimize	VERB
bracis-33628	231	4	a	a	DET
bracis-33628	231	5	bi	bi	ADJ
bracis-33628	231	6	-	-	ADJ
bracis-33628	231	7	objective	objective	ADJ
bracis-33628	231	8	open	open	ADJ
bracis-33628	231	9	shop	shop	NOUN
bracis-33628	231	10	scheduling	scheduling	NOUN
bracis-33628	231	11	problem	problem	NOUN
bracis-33628	231	12	by	by	ADP
bracis-33628	231	13	a	a	DET
bracis-33628	231	14	modified	modify	VERB
bracis-33628	231	15	genetic	genetic	ADJ
bracis-33628	231	16	algorithm	algorithm	NOUN
bracis-33628	231	17	.	.	PUNCT
bracis-33628	232	1	int	int	NOUN
bracis-33628	232	2	.	.	PUNCT
bracis-33628	233	1	j.	j.	PROPN
bracis-33628	233	2	adv	adv	PROPN
bracis-33628	233	3	.	.	PROPN
bracis-33628	233	4	manufact	manufact	PROPN
bracis-33628	233	5	.	.	PUNCT
bracis-33628	234	1	technol	technol	PROPN
bracis-33628	234	2	.	.	PROPN
bracis-33628	234	3	85	85	NUM
bracis-33628	234	4	,	,	PUNCT
bracis-33628	234	5	1603–1613	1603–1613	NUM
bracis-33628	234	6	(	(	PUNCT
bracis-33628	234	7	2016	2016	NUM
bracis-33628	234	8	)	)	PUNCT
bracis-33628	234	9	google	google	PROPN
bracis-33628	234	10	scholar	scholar	NOUN
bracis-33628	234	11	  	  	SPACE
bracis-33628	234	12	cai	cai	X
bracis-33628	234	13	,	,	PUNCT
bracis-33628	234	14	x.	x.	PROPN
bracis-33628	234	15	,	,	PUNCT
bracis-33628	234	16	gao	gao	PROPN
bracis-33628	234	17	,	,	PUNCT
bracis-33628	234	18	l.	l.	PROPN
bracis-33628	234	19	,	,	PUNCT
bracis-33628	234	20	li	li	PROPN
bracis-33628	234	21	,	,	PUNCT
bracis-33628	234	22	x.	x.	NOUN
bracis-33628	234	23	:	:	PUNCT
bracis-33628	234	24	efficient	efficient	ADJ
bracis-33628	234	25	generalized	generalize	VERB
bracis-33628	234	26	surrogate	surrogate	NOUN
bracis-33628	234	27	-	-	PUNCT
bracis-33628	234	28	assisted	assist	VERB
bracis-33628	234	29	evolutionary	evolutionary	ADJ
bracis-33628	234	30	algorithm	algorithm	NOUN
bracis-33628	234	31	for	for	ADP
bracis-33628	234	32	high	high	ADV
bracis-33628	234	33	-	-	PUNCT
bracis-33628	234	34	dimensional	dimensional	ADJ
bracis-33628	234	35	expensive	expensive	ADJ
bracis-33628	234	36	problems	problem	NOUN
bracis-33628	234	37	.	.	PUNCT
bracis-33628	235	1	ieee	ieee	PROPN
bracis-33628	235	2	trans	trans	PROPN
bracis-33628	235	3	.	.	PUNCT
bracis-33628	236	1	evol	evol	NOUN
bracis-33628	236	2	.	.	PUNCT
bracis-33628	237	1	comput	comput	NOUN
bracis-33628	237	2	.	.	PUNCT
bracis-33628	238	1	24	24	NUM
bracis-33628	238	2	,	,	PUNCT
bracis-33628	238	3	365–379	365–379	NUM
bracis-33628	238	4	(	(	PUNCT
bracis-33628	238	5	2020	2020	NUM
bracis-33628	238	6	)	)	PUNCT
bracis-33628	238	7	article	article	NOUN
bracis-33628	238	8	  	  	SPACE
bracis-33628	238	9	math	math	NOUN
bracis-33628	238	10	  	  	SPACE
bracis-33628	238	11	google	google	PROPN
bracis-33628	238	12	scholar	scholar	NOUN
bracis-33628	238	13	  	  	SPACE
bracis-33628	238	14	chen	chen	PROPN
bracis-33628	238	15	,	,	PUNCT
bracis-33628	238	16	y.	y.	PROPN
bracis-33628	238	17	,	,	PUNCT
bracis-33628	238	18	yang	yang	PROPN
bracis-33628	238	19	,	,	PUNCT
bracis-33628	238	20	o.	o.	PROPN
bracis-33628	238	21	,	,	PUNCT
bracis-33628	238	22	sampat	sampat	PROPN
bracis-33628	238	23	,	,	PUNCT
bracis-33628	238	24	c.	c.	PROPN
bracis-33628	238	25	,	,	PUNCT
bracis-33628	238	26	bhalode	bhalode	NOUN
bracis-33628	238	27	,	,	PUNCT
bracis-33628	238	28	p.	p.	PROPN
bracis-33628	238	29	,	,	PUNCT
bracis-33628	238	30	ramachandran	ramachandran	PROPN
bracis-33628	238	31	,	,	PUNCT
bracis-33628	238	32	r.	r.	PROPN
bracis-33628	238	33	,	,	PUNCT
bracis-33628	238	34	ierapetritou	ierapetritou	PROPN
bracis-33628	238	35	,	,	PUNCT
bracis-33628	238	36	m.	m.	NOUN
bracis-33628	238	37	:	:	PUNCT
bracis-33628	238	38	digital	digital	ADJ
bracis-33628	238	39	twins	twin	NOUN
bracis-33628	238	40	in	in	ADP
bracis-33628	238	41	pharmaceutical	pharmaceutical	NOUN
bracis-33628	238	42	and	and	CCONJ
bracis-33628	238	43	biopharmaceutical	biopharmaceutical	NOUN
bracis-33628	238	44	manufacturing	manufacturing	NOUN
bracis-33628	238	45	:	:	PUNCT
bracis-33628	238	46	a	a	DET
bracis-33628	238	47	literature	literature	NOUN
bracis-33628	238	48	review	review	NOUN
bracis-33628	238	49	.	.	PUNCT
bracis-33628	239	1	processes	process	VERB
bracis-33628	239	2	8(9	8(9	NUM
bracis-33628	239	3	)	)	PUNCT
bracis-33628	239	4	,	,	PUNCT
bracis-33628	239	5	1088	1088	NUM
bracis-33628	239	6	(	(	PUNCT
bracis-33628	239	7	2020	2020	NUM
bracis-33628	239	8	)	)	PUNCT
bracis-33628	239	9	article	article	NOUN
bracis-33628	239	10	  	  	SPACE
bracis-33628	239	11	google	google	PROPN
bracis-33628	239	12	scholar	scholar	NOUN
bracis-33628	239	13	  	  	SPACE
bracis-33628	239	14	deb	deb	PROPN
bracis-33628	239	15	,	,	PUNCT
bracis-33628	239	16	k.	k.	PROPN
bracis-33628	239	17	:	:	PUNCT
bracis-33628	239	18	multi	multi	ADJ
bracis-33628	239	19	-	-	ADJ
bracis-33628	239	20	objective	objective	ADJ
bracis-33628	239	21	genetic	genetic	ADJ
bracis-33628	239	22	algorithms	algorithm	NOUN
bracis-33628	239	23	:	:	PUNCT
bracis-33628	239	24	problem	problem	NOUN
bracis-33628	239	25	difficulties	difficulty	NOUN
bracis-33628	239	26	and	and	CCONJ
bracis-33628	239	27	construction	construction	NOUN
bracis-33628	239	28	of	of	ADP
bracis-33628	239	29	test	test	NOUN
bracis-33628	239	30	problems	problem	NOUN
bracis-33628	239	31	.	.	PUNCT
bracis-33628	240	1	evol	evol	NOUN
bracis-33628	240	2	.	.	PUNCT
bracis-33628	241	1	comput	comput	NOUN
bracis-33628	241	2	.	.	PUNCT
bracis-33628	242	1	7	7	NUM
bracis-33628	242	2	,	,	PUNCT
bracis-33628	242	3	205–230	205–230	NUM
bracis-33628	242	4	(	(	PUNCT
bracis-33628	242	5	1999	1999	NUM
bracis-33628	242	6	)	)	PUNCT
bracis-33628	242	7	article	article	NOUN
bracis-33628	242	8	  	  	SPACE
bracis-33628	242	9	math	math	NOUN
bracis-33628	242	10	  	  	SPACE
bracis-33628	242	11	google	google	PROPN
bracis-33628	242	12	scholar	scholar	NOUN
bracis-33628	242	13	  	  	SPACE
bracis-33628	242	14	deb	deb	PROPN
bracis-33628	242	15	,	,	PUNCT
bracis-33628	242	16	k.	k.	PROPN
bracis-33628	242	17	,	,	PUNCT
bracis-33628	242	18	pratap	pratap	PROPN
bracis-33628	242	19	,	,	PUNCT
bracis-33628	242	20	a.	a.	PROPN
bracis-33628	242	21	,	,	PUNCT
bracis-33628	242	22	agarwal	agarwal	PROPN
bracis-33628	242	23	,	,	PUNCT
bracis-33628	242	24	s.	s.	PROPN
bracis-33628	242	25	,	,	PUNCT
bracis-33628	242	26	meyarivan	meyarivan	NOUN
bracis-33628	242	27	,	,	PUNCT
bracis-33628	242	28	t.	t.	PROPN
bracis-33628	242	29	:	:	PUNCT
bracis-33628	242	30	a	a	DET
bracis-33628	242	31	fast	fast	ADJ
bracis-33628	242	32	and	and	CCONJ
bracis-33628	242	33	elitist	elitist	ADJ
bracis-33628	242	34	multiobjective	multiobjective	ADJ
bracis-33628	242	35	genetic	genetic	ADJ
bracis-33628	242	36	algorithm	algorithm	NOUN
bracis-33628	242	37	:	:	PUNCT
bracis-33628	243	1	nsga	nsga	PROPN
bracis-33628	243	2	-	-	PUNCT
bracis-33628	243	3	ii	ii	PROPN
bracis-33628	243	4	.	.	PUNCT
bracis-33628	243	5	ieee	ieee	PROPN
bracis-33628	243	6	trans	trans	PROPN
bracis-33628	243	7	.	.	PUNCT
bracis-33628	243	8	evol	evol	NOUN
bracis-33628	243	9	.	.	PUNCT
bracis-33628	244	1	comput	comput	NOUN
bracis-33628	244	2	.	.	PUNCT
bracis-33628	245	1	6	6	NUM
bracis-33628	245	2	,	,	PUNCT
bracis-33628	245	3	182–197	182–197	NUM
bracis-33628	245	4	(	(	PUNCT
bracis-33628	245	5	2002	2002	NUM
bracis-33628	245	6	)	)	PUNCT
bracis-33628	245	7	article	article	NOUN
bracis-33628	245	8	  	  	SPACE
bracis-33628	245	9	math	math	NOUN
bracis-33628	245	10	  	  	SPACE
bracis-33628	245	11	google	google	PROPN
bracis-33628	245	12	scholar	scholar	NOUN
bracis-33628	245	13	  	  	SPACE
bracis-33628	245	14	fu	fu	NOUN
bracis-33628	245	15	,	,	PUNCT
bracis-33628	245	16	y.	y.	PROPN
bracis-33628	245	17	,	,	PUNCT
bracis-33628	245	18	zhou	zhou	PROPN
bracis-33628	245	19	,	,	PUNCT
bracis-33628	245	20	m.	m.	NOUN
bracis-33628	245	21	,	,	PUNCT
bracis-33628	245	22	guo	guo	PROPN
bracis-33628	245	23	,	,	PUNCT
bracis-33628	245	24	x.	x.	PROPN
bracis-33628	245	25	,	,	PUNCT
bracis-33628	245	26	qi	qi	PROPN
bracis-33628	245	27	,	,	PUNCT
bracis-33628	245	28	l.	l.	PROPN
bracis-33628	245	29	:	:	PUNCT
bracis-33628	245	30	stochastic	stochastic	ADJ
bracis-33628	245	31	multi	multi	ADJ
bracis-33628	245	32	-	-	ADJ
bracis-33628	245	33	objective	objective	ADJ
bracis-33628	245	34	integrated	integrate	VERB
bracis-33628	245	35	disassembly	disassembly	ADV
bracis-33628	245	36	-	-	PUNCT
bracis-33628	245	37	reprocessing	reprocess	VERB
bracis-33628	245	38	-	-	PUNCT
bracis-33628	245	39	reassembly	reassembly	ADV
bracis-33628	245	40	scheduling	scheduling	NOUN
bracis-33628	245	41	via	via	ADP
bracis-33628	245	42	fruit	fruit	NOUN
bracis-33628	245	43	fly	fly	NOUN
bracis-33628	245	44	optimization	optimization	NOUN
bracis-33628	245	45	algorithm	algorithm	NOUN
bracis-33628	245	46	.	.	PUNCT
bracis-33628	246	1	j.	j.	PROPN
bracis-33628	246	2	cleaner	cleaner	PROPN
bracis-33628	246	3	prod	prod	PROPN
bracis-33628	246	4	.	.	PUNCT
bracis-33628	247	1	278	278	NUM
bracis-33628	247	2	(	(	PUNCT
bracis-33628	247	3	2021	2021	NUM
bracis-33628	247	4	)	)	PUNCT
bracis-33628	247	5	google	google	NOUN
bracis-33628	247	6	scholar	scholar	NOUN
bracis-33628	247	7	  	  	SPACE
bracis-33628	247	8	habib	habib	PROPN
bracis-33628	247	9	,	,	PUNCT
bracis-33628	247	10	a.	a.	NOUN
bracis-33628	247	11	,	,	PUNCT
bracis-33628	247	12	singh	singh	PROPN
bracis-33628	247	13	,	,	PUNCT
bracis-33628	247	14	h.	h.	PROPN
bracis-33628	247	15	,	,	PUNCT
bracis-33628	247	16	chugh	chugh	NOUN
bracis-33628	247	17	,	,	PUNCT
bracis-33628	247	18	t.	t.	PROPN
bracis-33628	247	19	,	,	PUNCT
bracis-33628	247	20	ray	ray	NOUN
bracis-33628	247	21	,	,	PUNCT
bracis-33628	247	22	t.	t.	PROPN
bracis-33628	247	23	,	,	PUNCT
bracis-33628	247	24	miettinen	miettinen	PROPN
bracis-33628	247	25	,	,	PUNCT
bracis-33628	247	26	k.	k.	PROPN
bracis-33628	247	27	:	:	PUNCT
bracis-33628	247	28	a	a	DET
bracis-33628	247	29	multiple	multiple	ADJ
bracis-33628	247	30	surrogate	surrogate	ADJ
bracis-33628	247	31	assisted	assist	VERB
bracis-33628	247	32	decomposition	decomposition	NOUN
bracis-33628	247	33	based	base	VERB
bracis-33628	247	34	evolutionary	evolutionary	ADJ
bracis-33628	247	35	algorithm	algorithm	NOUN
bracis-33628	247	36	for	for	ADP
bracis-33628	247	37	expensive	expensive	ADJ
bracis-33628	247	38	multi	multi	ADJ
bracis-33628	247	39	/	/	SYM
bracis-33628	247	40	many	many	ADJ
bracis-33628	247	41	-	-	PUNCT
bracis-33628	247	42	objective	objective	ADJ
bracis-33628	247	43	optimization	optimization	NOUN
bracis-33628	247	44	.	.	PUNCT
bracis-33628	248	1	ieee	ieee	PROPN
bracis-33628	248	2	trans	trans	PROPN
bracis-33628	248	3	.	.	PUNCT
bracis-33628	249	1	evol	evol	NOUN
bracis-33628	249	2	.	.	PUNCT
bracis-33628	250	1	comput	comput	NOUN
bracis-33628	250	2	.	.	PUNCT
bracis-33628	251	1	23	23	NUM
bracis-33628	251	2	,	,	PUNCT
bracis-33628	251	3	1000–1014	1000–1014	NUM
bracis-33628	251	4	(	(	PUNCT
bracis-33628	251	5	2019	2019	NUM
bracis-33628	251	6	)	)	PUNCT
bracis-33628	251	7	google	google	PROPN
bracis-33628	251	8	scholar	scholar	NOUN
bracis-33628	251	9	  	  	SPACE
bracis-33628	251	10	han	han	PROPN
bracis-33628	251	11	,	,	PUNCT
bracis-33628	251	12	y.	y.	PROPN
bracis-33628	251	13	,	,	PUNCT
bracis-33628	251	14	li	li	PROPN
bracis-33628	251	15	,	,	PUNCT
bracis-33628	251	16	j.	j.	PROPN
bracis-33628	251	17	,	,	PUNCT
bracis-33628	251	18	sang	sing	VERB
bracis-33628	251	19	,	,	PUNCT
bracis-33628	251	20	h.	h.	PROPN
bracis-33628	251	21	,	,	PUNCT
bracis-33628	251	22	liu	liu	PROPN
bracis-33628	251	23	,	,	PUNCT
bracis-33628	251	24	y.	y.	PROPN
bracis-33628	251	25	,	,	PUNCT
bracis-33628	251	26	gao	gao	PROPN
bracis-33628	251	27	,	,	PUNCT
bracis-33628	251	28	k.	k.	PROPN
bracis-33628	251	29	,	,	PUNCT
bracis-33628	251	30	pan	pan	PROPN
bracis-33628	251	31	,	,	PUNCT
bracis-33628	251	32	q.	q.	PROPN
bracis-33628	251	33	:	:	PUNCT
bracis-33628	251	34	discrete	discrete	VERB
bracis-33628	251	35	evolutionary	evolutionary	ADJ
bracis-33628	251	36	multi	multi	ADJ
bracis-33628	251	37	-	-	ADJ
bracis-33628	251	38	objective	objective	ADJ
bracis-33628	251	39	optimization	optimization	NOUN
bracis-33628	251	40	for	for	ADP
bracis-33628	251	41	energy	energy	NOUN
bracis-33628	251	42	-	-	PUNCT
bracis-33628	251	43	efficient	efficient	ADJ
bracis-33628	251	44	blocking	blocking	NOUN
bracis-33628	251	45	flow	flow	NOUN
bracis-33628	251	46	shop	shop	NOUN
bracis-33628	251	47	scheduling	scheduling	NOUN
bracis-33628	251	48	with	with	ADP
bracis-33628	251	49	setup	setup	NOUN
bracis-33628	251	50	time	time	NOUN
bracis-33628	251	51	.	.	PUNCT
bracis-33628	252	1	appl	appl	PROPN
bracis-33628	252	2	.	.	PUNCT
bracis-33628	252	3	soft	soft	ADJ
bracis-33628	252	4	comput	comput	NOUN
bracis-33628	252	5	.	.	PUNCT
bracis-33628	253	1	j.	j.	PROPN
bracis-33628	253	2	93	93	NUM
bracis-33628	253	3	(	(	PUNCT
bracis-33628	253	4	2020	2020	NUM
bracis-33628	253	5	)	)	PUNCT
bracis-33628	253	6	google	google	NOUN
bracis-33628	253	7	scholar	scholar	NOUN
bracis-33628	253	8	  	  	SPACE
bracis-33628	253	9	ishibuchi	ishibuchi	NOUN
bracis-33628	253	10	,	,	PUNCT
bracis-33628	253	11	h.	h.	PROPN
bracis-33628	253	12	,	,	PUNCT
bracis-33628	253	13	masuda	masuda	PROPN
bracis-33628	253	14	,	,	PUNCT
bracis-33628	253	15	h.	h.	PROPN
bracis-33628	253	16	,	,	PUNCT
bracis-33628	253	17	tanigaki	tanigaki	NOUN
bracis-33628	253	18	,	,	PUNCT
bracis-33628	253	19	y.	y.	PROPN
bracis-33628	253	20	,	,	PUNCT
bracis-33628	253	21	nojima	nojima	PROPN
bracis-33628	253	22	,	,	PUNCT
bracis-33628	253	23	y.	y.	NOUN
bracis-33628	253	24	:	:	PUNCT
bracis-33628	253	25	modified	modify	VERB
bracis-33628	253	26	distance	distance	NOUN
bracis-33628	253	27	calculation	calculation	NOUN
bracis-33628	253	28	in	in	ADP
bracis-33628	253	29	generational	generational	ADJ
bracis-33628	253	30	distance	distance	NOUN
bracis-33628	253	31	and	and	CCONJ
bracis-33628	253	32	inverted	invert	VERB
bracis-33628	253	33	generational	generational	ADJ
bracis-33628	253	34	distance	distance	NOUN
bracis-33628	253	35	.	.	PUNCT
bracis-33628	254	1	evol	evol	NOUN
bracis-33628	254	2	.	.	PUNCT
bracis-33628	255	1	multi	multi	ADJ
bracis-33628	255	2	-	-	ADJ
bracis-33628	255	3	criterion	criterion	NOUN
bracis-33628	255	4	optim	optim	ADJ
bracis-33628	255	5	.	.	PUNCT
bracis-33628	256	1	110–125	110–125	NUM
bracis-33628	256	2	(	(	PUNCT
bracis-33628	256	3	2015	2015	NUM
bracis-33628	256	4	)	)	PUNCT
bracis-33628	256	5	google	google	NOUN
bracis-33628	256	6	scholar	scholar	NOUN
bracis-33628	256	7	  	  	SPACE
bracis-33628	256	8	jankauskas	jankauskas	NOUN
bracis-33628	256	9	,	,	PUNCT
bracis-33628	256	10	k.	k.	PROPN
bracis-33628	256	11	,	,	PUNCT
bracis-33628	256	12	farid	farid	PROPN
bracis-33628	256	13	,	,	PUNCT
bracis-33628	256	14	s.s	s.s	PROPN
bracis-33628	256	15	.	.	PROPN
bracis-33628	256	16	:	:	PUNCT
bracis-33628	257	1	multi	multi	ADJ
bracis-33628	257	2	-	-	ADJ
bracis-33628	257	3	objective	objective	ADJ
bracis-33628	257	4	biopharma	biopharma	NOUN
bracis-33628	257	5	capacity	capacity	NOUN
bracis-33628	257	6	planning	plan	VERB
bracis-33628	257	7	under	under	ADP
bracis-33628	257	8	uncertainty	uncertainty	NOUN
bracis-33628	257	9	using	use	VERB
bracis-33628	257	10	a	a	DET
bracis-33628	257	11	flexible	flexible	ADJ
bracis-33628	257	12	genetic	genetic	ADJ
bracis-33628	257	13	algorithm	algorithm	NOUN
bracis-33628	257	14	approach	approach	NOUN
bracis-33628	257	15	.	.	PUNCT
bracis-33628	258	1	comput	comput	NOUN
bracis-33628	258	2	.	.	PUNCT
bracis-33628	259	1	chem	chem	NOUN
bracis-33628	259	2	.	.	PUNCT
bracis-33628	260	1	eng	eng	PROPN
bracis-33628	260	2	.	.	PROPN
bracis-33628	260	3	128	128	NUM
bracis-33628	260	4	,	,	PUNCT
bracis-33628	260	5	35–52	35–52	NUM
bracis-33628	260	6	(	(	PUNCT
bracis-33628	260	7	2019	2019	NUM
bracis-33628	260	8	)	)	PUNCT
bracis-33628	260	9	google	google	PROPN
bracis-33628	260	10	scholar	scholar	NOUN
bracis-33628	260	11	  	  	SPACE
bracis-33628	260	12	jia	jia	PROPN
bracis-33628	260	13	,	,	PUNCT
bracis-33628	260	14	z.h	z.h	PROPN
bracis-33628	260	15	.	.	PROPN
bracis-33628	260	16	,	,	PUNCT
bracis-33628	260	17	gao	gao	PROPN
bracis-33628	260	18	,	,	PUNCT
bracis-33628	260	19	l.y	l.y	PROPN
bracis-33628	260	20	.	.	PROPN
bracis-33628	260	21	,	,	PUNCT
bracis-33628	260	22	zhang	zhang	PROPN
bracis-33628	260	23	,	,	PUNCT
bracis-33628	260	24	x.y	x.y	PROPN
bracis-33628	260	25	.	.	PROPN
bracis-33628	260	26	:	:	PUNCT
bracis-33628	261	1	a	a	DET
bracis-33628	261	2	new	new	ADJ
bracis-33628	261	3	history	history	NOUN
bracis-33628	261	4	-	-	PUNCT
bracis-33628	261	5	guided	guide	VERB
bracis-33628	261	6	multi	multi	ADJ
bracis-33628	261	7	-	-	ADJ
bracis-33628	261	8	objective	objective	ADJ
bracis-33628	261	9	evolutionary	evolutionary	ADJ
bracis-33628	261	10	algorithm	algorithm	NOUN
bracis-33628	261	11	based	base	VERB
bracis-33628	261	12	on	on	ADP
bracis-33628	261	13	decomposition	decomposition	NOUN
bracis-33628	261	14	for	for	ADP
bracis-33628	261	15	batching	batch	VERB
bracis-33628	261	16	scheduling	scheduling	NOUN
bracis-33628	261	17	.	.	PUNCT
bracis-33628	262	1	expert	expert	NOUN
bracis-33628	262	2	syst	syst	PROPN
bracis-33628	262	3	.	.	PUNCT
bracis-33628	263	1	appl	appl	PROPN
bracis-33628	263	2	.	.	PROPN
bracis-33628	264	1	141	141	NUM
bracis-33628	264	2	(	(	PUNCT
bracis-33628	264	3	2020	2020	NUM
bracis-33628	264	4	)	)	PUNCT
bracis-33628	264	5	google	google	PROPN
bracis-33628	264	6	scholar	scholar	NOUN
bracis-33628	264	7	  	  	SPACE
bracis-33628	264	8	johnson	johnson	PROPN
bracis-33628	264	9	,	,	PUNCT
bracis-33628	264	10	p.o	p.o	PROPN
bracis-33628	264	11	.	.	PROPN
bracis-33628	264	12	:	:	PUNCT
bracis-33628	264	13	statistical	statistical	ADJ
bracis-33628	264	14	methods	method	NOUN
bracis-33628	264	15	in	in	ADP
bracis-33628	264	16	research	research	NOUN
bracis-33628	264	17	.	.	PUNCT
bracis-33628	265	1	prentice	prentice	NOUN
bracis-33628	265	2	-	-	PUNCT
bracis-33628	265	3	hall	hall	NOUN
bracis-33628	265	4	(	(	PUNCT
bracis-33628	265	5	1949	1949	NUM
bracis-33628	265	6	)	)	PUNCT
bracis-33628	265	7	google	google	PROPN
bracis-33628	265	8	scholar	scholar	NOUN
bracis-33628	265	9	  	  	SPACE
bracis-33628	265	10	kohara	kohara	PROPN
bracis-33628	265	11	,	,	PUNCT
bracis-33628	265	12	d.t	d.t	PROPN
bracis-33628	265	13	.	.	PROPN
bracis-33628	265	14	,	,	PUNCT
bracis-33628	265	15	de	de	PROPN
bracis-33628	265	16	 	 	SPACE
bracis-33628	265	17	oliveira	oliveira	PROPN
bracis-33628	265	18	,	,	PUNCT
bracis-33628	265	19	g.m.b	g.m.b	PROPN
bracis-33628	265	20	.	.	PROPN
bracis-33628	265	21	,	,	PUNCT
bracis-33628	265	22	martins	martin	NOUN
bracis-33628	265	23	,	,	PUNCT
bracis-33628	265	24	l.g.a	l.g.a	NOUN
bracis-33628	265	25	.	.	PUNCT
bracis-33628	265	26	:	:	PUNCT
bracis-33628	266	1	improving	improve	VERB
bracis-33628	266	2	a	a	DET
bracis-33628	266	3	multiobjective	multiobjective	ADJ
bracis-33628	266	4	evolutionary	evolutionary	ADJ
bracis-33628	266	5	algorithm	algorithm	NOUN
bracis-33628	266	6	applied	apply	VERB
bracis-33628	266	7	to	to	PART
bracis-33628	266	8	batch	batch	VERB
bracis-33628	266	9	scheduling	scheduling	NOUN
bracis-33628	266	10	in	in	ADP
bracis-33628	266	11	pharmaceutical	pharmaceutical	ADJ
bracis-33628	266	12	manufacturing	manufacturing	NOUN
bracis-33628	266	13	.	.	PUNCT
bracis-33628	267	1	in	in	ADP
bracis-33628	267	2	:	:	PUNCT
bracis-33628	267	3	2023	2023	NUM
bracis-33628	267	4	ieee	ieee	NOUN
bracis-33628	267	5	35th	35th	ADJ
bracis-33628	267	6	international	international	ADJ
bracis-33628	267	7	conference	conference	NOUN
bracis-33628	267	8	on	on	ADP
bracis-33628	267	9	tools	tool	NOUN
bracis-33628	267	10	with	with	ADP
bracis-33628	267	11	artificial	artificial	ADJ
bracis-33628	267	12	intelligence	intelligence	NOUN
bracis-33628	267	13	(	(	PUNCT
bracis-33628	267	14	ictai	ictai	PROPN
bracis-33628	267	15	)	)	PUNCT
bracis-33628	267	16	,	,	PUNCT
bracis-33628	267	17	pp	pp	PROPN
bracis-33628	267	18	.	.	PUNCT
bracis-33628	268	1	399–403	399–403	NUM
bracis-33628	268	2	(	(	PUNCT
bracis-33628	268	3	2023	2023	NUM
bracis-33628	268	4	)	)	PUNCT
bracis-33628	268	5	google	google	PROPN
bracis-33628	268	6	scholar	scholar	NOUN
bracis-33628	268	7	  	  	SPACE
bracis-33628	268	8	li	li	PROPN
bracis-33628	268	9	,	,	PUNCT
bracis-33628	268	10	z.	z.	PROPN
bracis-33628	268	11	,	,	PUNCT
bracis-33628	268	12	qian	qian	PROPN
bracis-33628	268	13	,	,	PUNCT
bracis-33628	268	14	b.	b.	PROPN
bracis-33628	268	15	,	,	PUNCT
bracis-33628	268	16	hu	hu	PROPN
bracis-33628	268	17	,	,	PUNCT
bracis-33628	268	18	r.	r.	PROPN
bracis-33628	268	19	,	,	PUNCT
bracis-33628	268	20	chang	chang	PROPN
bracis-33628	268	21	,	,	PUNCT
bracis-33628	268	22	l.	l.	PROPN
bracis-33628	268	23	,	,	PUNCT
bracis-33628	268	24	yang	yang	PROPN
bracis-33628	268	25	,	,	PUNCT
bracis-33628	268	26	j.	j.	PROPN
bracis-33628	268	27	:	:	PUNCT
bracis-33628	268	28	an	an	DET
bracis-33628	268	29	elitist	elitist	ADJ
bracis-33628	268	30	nondominated	nondominated	ADJ
bracis-33628	268	31	sorting	sort	VERB
bracis-33628	268	32	hybrid	hybrid	ADJ
bracis-33628	268	33	algorithm	algorithm	NOUN
bracis-33628	268	34	for	for	ADP
bracis-33628	268	35	multi	multi	ADJ
bracis-33628	268	36	-	-	ADJ
bracis-33628	268	37	objective	objective	ADJ
bracis-33628	268	38	flexible	flexible	ADJ
bracis-33628	268	39	job	job	NOUN
bracis-33628	268	40	-	-	PUNCT
bracis-33628	268	41	shop	shop	NOUN
bracis-33628	268	42	scheduling	scheduling	NOUN
bracis-33628	268	43	problem	problem	NOUN
bracis-33628	268	44	with	with	ADP
bracis-33628	268	45	sequence	sequence	NOUN
bracis-33628	268	46	-	-	PUNCT
bracis-33628	268	47	dependent	dependent	ADJ
bracis-33628	268	48	setups	setup	NOUN
bracis-33628	268	49	.	.	PUNCT
bracis-33628	269	1	knowl	knowl	PROPN
bracis-33628	269	2	.	.	PUNCT
bracis-33628	270	1	based	base	VERB
bracis-33628	270	2	syst	syst	NOUN
bracis-33628	270	3	.	.	PUNCT
bracis-33628	271	1	173	173	NUM
bracis-33628	271	2	,	,	PUNCT
bracis-33628	271	3	83–112	83–112	PROPN
bracis-33628	271	4	(	(	PUNCT
bracis-33628	271	5	2019	2019	NUM
bracis-33628	271	6	)	)	PUNCT
bracis-33628	271	7	google	google	PROPN
bracis-33628	271	8	scholar	scholar	NOUN
bracis-33628	271	9	  	  	SPACE
bracis-33628	271	10	mann	mann	PROPN
bracis-33628	271	11	,	,	PUNCT
bracis-33628	271	12	h.b	h.b	PROPN
bracis-33628	271	13	.	.	PROPN
bracis-33628	271	14	,	,	PUNCT
bracis-33628	271	15	whitney	whitney	PROPN
bracis-33628	271	16	,	,	PUNCT
bracis-33628	271	17	d.r	d.r	PROPN
bracis-33628	271	18	.	.	PROPN
bracis-33628	271	19	:	:	PUNCT
bracis-33628	272	1	on	on	ADP
bracis-33628	272	2	a	a	DET
bracis-33628	272	3	test	test	NOUN
bracis-33628	272	4	of	of	ADP
bracis-33628	272	5	whether	whether	SCONJ
bracis-33628	272	6	one	one	NUM
bracis-33628	272	7	of	of	ADP
bracis-33628	272	8	two	two	NUM
bracis-33628	272	9	random	random	ADJ
bracis-33628	272	10	variables	variable	NOUN
bracis-33628	272	11	is	be	AUX
bracis-33628	272	12	stochastically	stochastically	ADV
bracis-33628	272	13	larger	large	ADJ
bracis-33628	272	14	than	than	ADP
bracis-33628	272	15	the	the	DET
bracis-33628	272	16	other	other	ADJ
bracis-33628	272	17	.	.	PUNCT
bracis-33628	273	1	ann	ann	PROPN
bracis-33628	273	2	.	.	PUNCT
bracis-33628	273	3	math	math	PROPN
bracis-33628	273	4	.	.	PUNCT
bracis-33628	274	1	stat	stat	PROPN
bracis-33628	274	2	.	.	PUNCT
bracis-33628	275	1	50–60	50–60	NUM
bracis-33628	275	2	(	(	PUNCT
bracis-33628	275	3	1947	1947	NUM
bracis-33628	275	4	)	)	PUNCT
bracis-33628	275	5	google	google	PROPN
bracis-33628	275	6	scholar	scholar	NOUN
bracis-33628	275	7	  	  	SPACE
bracis-33628	275	8	wang	wang	PROPN
bracis-33628	275	9	,	,	PUNCT
bracis-33628	275	10	y.	y.	PROPN
bracis-33628	275	11	,	,	PUNCT
bracis-33628	275	12	yin	yin	PROPN
bracis-33628	275	13	,	,	PUNCT
bracis-33628	275	14	d.q	d.q	PROPN
bracis-33628	275	15	.	.	PROPN
bracis-33628	275	16	,	,	PUNCT
bracis-33628	275	17	yang	yang	PROPN
bracis-33628	275	18	,	,	PUNCT
bracis-33628	275	19	s.	s.	PROPN
bracis-33628	275	20	,	,	PUNCT
bracis-33628	275	21	sun	sun	PROPN
bracis-33628	275	22	,	,	PUNCT
bracis-33628	275	23	g.	g.	NOUN
bracis-33628	275	24	:	:	PUNCT
bracis-33628	275	25	global	global	ADJ
bracis-33628	275	26	and	and	CCONJ
bracis-33628	275	27	local	local	ADJ
bracis-33628	275	28	surrogate	surrogate	NOUN
bracis-33628	275	29	-	-	PUNCT
bracis-33628	275	30	assisted	assist	VERB
bracis-33628	275	31	differential	differential	ADJ
bracis-33628	275	32	evolution	evolution	NOUN
bracis-33628	275	33	for	for	ADP
bracis-33628	275	34	expensive	expensive	ADJ
bracis-33628	275	35	constrained	constrain	VERB
bracis-33628	275	36	optimization	optimization	NOUN
bracis-33628	275	37	problems	problem	NOUN
bracis-33628	275	38	with	with	ADP
bracis-33628	275	39	inequality	inequality	NOUN
bracis-33628	275	40	constraints	constraint	NOUN
bracis-33628	275	41	.	.	PUNCT
bracis-33628	276	1	ieee	ieee	PROPN
bracis-33628	276	2	trans	trans	PROPN
bracis-33628	276	3	.	.	PUNCT
bracis-33628	277	1	cybern	cybern	PROPN
bracis-33628	277	2	.	.	PUNCT
bracis-33628	278	1	49(5	49(5	NUM
bracis-33628	278	2	)	)	PUNCT
bracis-33628	278	3	,	,	PUNCT
bracis-33628	278	4	1642–1656	1642–1656	NUM
bracis-33628	278	5	(	(	PUNCT
bracis-33628	278	6	2019	2019	NUM
bracis-33628	278	7	)	)	PUNCT
bracis-33628	278	8	article	article	NOUN
bracis-33628	278	9	  	  	SPACE
bracis-33628	278	10	math	math	NOUN
bracis-33628	278	11	  	  	SPACE
bracis-33628	278	12	google	google	PROPN
bracis-33628	278	13	scholar	scholar	NOUN
bracis-33628	278	14	  	  	SPACE
bracis-33628	278	15	zhang	zhang	PROPN
bracis-33628	278	16	,	,	PUNCT
bracis-33628	278	17	b.	b.	PROPN
bracis-33628	278	18	,	,	PUNCT
bracis-33628	278	19	ke	ke	PROPN
bracis-33628	278	20	 	 	SPACE
bracis-33628	278	21	pan	pan	PROPN
bracis-33628	278	22	,	,	PUNCT
bracis-33628	278	23	q.	q.	PROPN
bracis-33628	278	24	,	,	PUNCT
bracis-33628	278	25	lei	lei	PROPN
bracis-33628	278	26	meng	meng	PROPN
bracis-33628	278	27	,	,	PUNCT
bracis-33628	278	28	l.	l.	PROPN
bracis-33628	278	29	,	,	PUNCT
bracis-33628	278	30	lu	lu	PROPN
bracis-33628	278	31	,	,	PUNCT
bracis-33628	278	32	c.	c.	PROPN
bracis-33628	278	33	,	,	PUNCT
bracis-33628	278	34	hui	hui	PROPN
bracis-33628	278	35	mou	mou	PROPN
bracis-33628	278	36	,	,	PUNCT
bracis-33628	278	37	j.	j.	PROPN
bracis-33628	278	38	,	,	PUNCT
bracis-33628	278	39	qing	qing	PROPN
bracis-33628	278	40	li	li	PROPN
bracis-33628	278	41	,	,	PUNCT
bracis-33628	278	42	j.	j.	PROPN
bracis-33628	278	43	:	:	PUNCT
bracis-33628	278	44	an	an	DET
bracis-33628	278	45	automatic	automatic	ADJ
bracis-33628	278	46	multi	multi	ADJ
bracis-33628	278	47	-	-	ADJ
bracis-33628	278	48	objective	objective	ADJ
bracis-33628	278	49	evolutionary	evolutionary	ADJ
bracis-33628	278	50	algorithm	algorithm	NOUN
bracis-33628	278	51	for	for	ADP
bracis-33628	278	52	the	the	DET
bracis-33628	278	53	hybrid	hybrid	ADJ
bracis-33628	278	54	flowshop	flowshop	NOUN
bracis-33628	278	55	scheduling	scheduling	NOUN
bracis-33628	278	56	problem	problem	NOUN
bracis-33628	278	57	with	with	ADP
bracis-33628	278	58	consistent	consistent	ADJ
bracis-33628	278	59	sublots	sublot	NOUN
bracis-33628	278	60	.	.	PUNCT
bracis-33628	279	1	knowl	knowl	PROPN
bracis-33628	279	2	.	.	PUNCT
bracis-33628	280	1	based	base	VERB
bracis-33628	280	2	syst	syst	PROPN
bracis-33628	280	3	.	.	PUNCT
bracis-33628	281	1	238	238	NUM
bracis-33628	281	2	,	,	PUNCT
bracis-33628	281	3	107819	107819	NUM
bracis-33628	281	4	(	(	PUNCT
bracis-33628	281	5	2022	2022	NUM
bracis-33628	281	6	)	)	PUNCT
bracis-33628	281	7	google	google	PROPN
bracis-33628	281	8	scholar	scholar	NOUN
bracis-33628	281	9	  	  	SPACE
bracis-33628	281	10	zhen	zhen	PROPN
bracis-33628	281	11	,	,	PUNCT
bracis-33628	281	12	h.	h.	PROPN
bracis-33628	281	13	,	,	PUNCT
bracis-33628	281	14	wenyin	wenyin	PROPN
bracis-33628	281	15	,	,	PUNCT
bracis-33628	281	16	g.	g.	PROPN
bracis-33628	281	17	,	,	PUNCT
bracis-33628	281	18	ling	ling	PROPN
bracis-33628	281	19	,	,	PUNCT
bracis-33628	281	20	w.	w.	PROPN
bracis-33628	281	21	:	:	PUNCT
bracis-33628	281	22	data	data	NOUN
bracis-33628	281	23	-	-	PUNCT
bracis-33628	281	24	driven	drive	VERB
bracis-33628	281	25	evolutionary	evolutionary	ADJ
bracis-33628	281	26	sampling	sample	VERB
bracis-33628	281	27	optimization	optimization	NOUN
bracis-33628	281	28	for	for	ADP
bracis-33628	281	29	expensive	expensive	ADJ
bracis-33628	281	30	problems	problem	NOUN
bracis-33628	281	31	32	32	NUM
bracis-33628	281	32	,	,	PUNCT
bracis-33628	281	33	318–330	318–330	NUM
bracis-33628	281	34	(	(	PUNCT
bracis-33628	281	35	2021	2021	NUM
bracis-33628	281	36	)	)	PUNCT
bracis-33628	281	37	google	google	NOUN
bracis-33628	281	38	scholar	scholar	NOUN
bracis-33628	281	39	  	  	SPACE
bracis-33628	281	40	zitzler	zitzler	NOUN
bracis-33628	281	41	,	,	PUNCT
bracis-33628	281	42	e.	e.	PROPN
bracis-33628	281	43	,	,	PUNCT
bracis-33628	281	44	thiele	thiele	PROPN
bracis-33628	281	45	,	,	PUNCT
bracis-33628	281	46	l.	l.	PROPN
bracis-33628	281	47	:	:	PUNCT
bracis-33628	281	48	an	an	DET
bracis-33628	281	49	evolutionary	evolutionary	ADJ
bracis-33628	281	50	algorithm	algorithm	NOUN
bracis-33628	281	51	for	for	ADP
bracis-33628	281	52	multiobjective	multiobjective	ADJ
bracis-33628	281	53	optimization	optimization	NOUN
bracis-33628	281	54	:	:	PUNCT
bracis-33628	281	55	the	the	DET
bracis-33628	281	56	strength	strength	NOUN
bracis-33628	281	57	pareto	pareto	ADJ
bracis-33628	281	58	approach	approach	NOUN
bracis-33628	281	59	.	.	PUNCT
bracis-33628	282	1	tik	tik	NOUN
bracis-33628	282	2	-	-	PUNCT
bracis-33628	282	3	report	report	NOUN
bracis-33628	282	4	43	43	NUM
bracis-33628	282	5	(	(	PUNCT
bracis-33628	282	6	1998	1998	NUM
bracis-33628	282	7	)	)	PUNCT
bracis-33628	282	8	google	google	PROPN
bracis-33628	282	9	scholar	scholar	NOUN
bracis-33628	282	10	  	  	SPACE
bracis-33628	282	11	zitzler	zitzler	NOUN
bracis-33628	282	12	,	,	PUNCT
bracis-33628	282	13	e.	e.	PROPN
bracis-33628	282	14	,	,	PUNCT
bracis-33628	282	15	thiele	thiele	PROPN
bracis-33628	282	16	,	,	PUNCT
bracis-33628	282	17	l.	l.	PROPN
bracis-33628	282	18	:	:	PUNCT
bracis-33628	282	19	multiobjective	multiobjective	ADJ
bracis-33628	282	20	evolutionary	evolutionary	ADJ
bracis-33628	282	21	algorithms	algorithm	NOUN
bracis-33628	282	22	:	:	PUNCT
bracis-33628	282	23	a	a	DET
bracis-33628	282	24	comparative	comparative	ADJ
bracis-33628	282	25	case	case	NOUN
bracis-33628	282	26	study	study	NOUN
bracis-33628	282	27	and	and	CCONJ
bracis-33628	282	28	the	the	DET
bracis-33628	282	29	strength	strength	NOUN
bracis-33628	282	30	pareto	pareto	NOUN
bracis-33628	282	31	approach	approach	NOUN
bracis-33628	282	32	.	.	PUNCT
bracis-33628	283	1	ieee	ieee	PROPN
bracis-33628	283	2	trans	trans	PROPN
bracis-33628	283	3	.	.	PUNCT
bracis-33628	284	1	evol	evol	NOUN
bracis-33628	284	2	.	.	PUNCT
bracis-33628	285	1	comput	comput	NOUN
bracis-33628	285	2	.	.	PUNCT
bracis-33628	286	1	3	3	NUM
bracis-33628	286	2	(	(	PUNCT
bracis-33628	286	3	1999	1999	NUM
bracis-33628	286	4	)	)	PUNCT
bracis-33628	286	5	google	google	PROPN
bracis-33628	286	6	scholar	scholar	NOUN
bracis-33628	286	7	  	  	SPACE
bracis-33628	286	8	download	download	NOUN
bracis-33628	286	9	references	reference	NOUN
bracis-33628	286	10	acknowledgments	acknowledgment	NOUN
bracis-33628	286	11	the	the	DET
bracis-33628	286	12	authors	author	NOUN
bracis-33628	286	13	would	would	AUX
bracis-33628	286	14	like	like	VERB
bracis-33628	286	15	to	to	PART
bracis-33628	286	16	thank	thank	VERB
bracis-33628	286	17	fapemig	fapemig	PROPN
bracis-33628	286	18	,	,	PUNCT
bracis-33628	286	19	capes	cape	NOUN
bracis-33628	286	20	and	and	CCONJ
bracis-33628	286	21	cnpq	cnpq	NOUN
bracis-33628	286	22	for	for	ADP
bracis-33628	286	23	the	the	DET
bracis-33628	286	24	financial	financial	ADJ
bracis-33628	286	25	funding	funding	NOUN
bracis-33628	286	26	.	.	PUNCT
bracis-33628	287	1	author	author	NOUN
bracis-33628	287	2	information	information	NOUN
bracis-33628	287	3	authors	author	NOUN
bracis-33628	287	4	and	and	CCONJ
bracis-33628	287	5	affiliations	affiliation	NOUN
bracis-33628	287	6	faculty	faculty	NOUN
bracis-33628	287	7	of	of	ADP
bracis-33628	287	8	computing	computing	NOUN
bracis-33628	287	9	,	,	PUNCT
bracis-33628	287	10	federal	federal	ADJ
bracis-33628	287	11	university	university	PROPN
bracis-33628	287	12	of	of	ADP
bracis-33628	287	13	uberlandia	uberlandia	PROPN
bracis-33628	287	14	,	,	PUNCT
bracis-33628	287	15	uberlandia	uberlandia	PROPN
bracis-33628	287	16	,	,	PUNCT
bracis-33628	287	17	brazil	brazil	PROPN
bracis-33628	287	18	debora	debora	PROPN
bracis-33628	287	19	t.	t.	PROPN
bracis-33628	287	20	kohara	kohara	PROPN
bracis-33628	287	21	,	,	PUNCT
bracis-33628	287	22	 	 	SPACE
bracis-33628	287	23	gina	gina	PROPN
bracis-33628	287	24	m.	m.	PROPN
bracis-33628	287	25	b.	b.	PROPN
bracis-33628	287	26	de	de	PROPN
bracis-33628	287	27	oliveira	oliveira	PROPN
bracis-33628	287	28	 	 	SPACE
bracis-33628	287	29	&	&	CCONJ
bracis-33628	287	30	 	 	SPACE
bracis-33628	287	31	luiz	luiz	PROPN
bracis-33628	287	32	g.	g.	PROPN
bracis-33628	287	33	a.	a.	PROPN
bracis-33628	287	34	martins	martins	PROPN
bracis-33628	287	35	authors	author	NOUN
bracis-33628	287	36	debora	debora	PROPN
bracis-33628	287	37	t.	t.	PROPN
bracis-33628	287	38	koharaview	koharaview	PROPN
bracis-33628	287	39	author	author	NOUN
bracis-33628	287	40	publications	publication	NOUN
bracis-33628	287	41	search	search	NOUN
bracis-33628	287	42	author	author	NOUN
bracis-33628	287	43	on	on	ADP
bracis-33628	287	44	:	:	PUNCT
bracis-33628	287	45	pubmed	pubmed	PROPN
bracis-33628	287	46	 	 	SPACE
bracis-33628	287	47	google	google	PROPN
bracis-33628	287	48	scholar	scholar	PROPN
bracis-33628	287	49	gina	gina	PROPN
bracis-33628	287	50	m.	m.	PROPN
bracis-33628	287	51	b.	b.	PROPN
bracis-33628	287	52	de	de	PROPN
bracis-33628	287	53	oliveiraview	oliveiraview	PROPN
bracis-33628	287	54	author	author	NOUN
bracis-33628	287	55	publications	publication	NOUN
bracis-33628	287	56	search	search	NOUN
bracis-33628	287	57	author	author	NOUN
bracis-33628	287	58	on	on	ADP
bracis-33628	287	59	:	:	PUNCT
bracis-33628	287	60	pubmed	pubmed	PROPN
bracis-33628	287	61	 	 	SPACE
bracis-33628	287	62	google	google	PROPN
bracis-33628	287	63	scholar	scholar	NOUN
bracis-33628	287	64	luiz	luiz	PROPN
bracis-33628	287	65	g.	g.	PROPN
bracis-33628	287	66	a.	a.	PROPN
bracis-33628	287	67	martinsview	martinsview	PROPN
bracis-33628	287	68	author	author	NOUN
bracis-33628	287	69	publications	publication	NOUN
bracis-33628	287	70	search	search	NOUN
bracis-33628	287	71	author	author	NOUN
bracis-33628	287	72	on	on	ADP
bracis-33628	287	73	:	:	PUNCT
bracis-33628	287	74	pubmed	pubmed	PROPN
bracis-33628	287	75	 	 	SPACE
bracis-33628	287	76	google	google	PROPN
bracis-33628	287	77	scholar	scholar	NOUN
bracis-33628	287	78	corresponding	correspond	VERB
bracis-33628	287	79	author	author	NOUN
bracis-33628	287	80	correspondence	correspondence	NOUN
bracis-33628	287	81	to	to	ADP
bracis-33628	287	82	debora	debora	PROPN
bracis-33628	287	83	t.	t.	PROPN
bracis-33628	287	84	kohara	kohara	PROPN
bracis-33628	287	85	.	.	PUNCT
bracis-33628	288	1	editor	editor	NOUN
bracis-33628	288	2	information	information	NOUN
bracis-33628	288	3	editors	editor	NOUN
bracis-33628	288	4	and	and	CCONJ
bracis-33628	288	5	affiliations	affiliation	NOUN
bracis-33628	288	6	universidade	universidade	VERB
bracis-33628	288	7	federal	federal	PROPN
bracis-33628	288	8	fluminense	fluminense	PROPN
bracis-33628	288	9	,	,	PUNCT
bracis-33628	288	10	niterói	niterói	PROPN
bracis-33628	288	11	,	,	PUNCT
bracis-33628	288	12	brazil	brazil	PROPN
bracis-33628	288	13	aline	aline	PROPN
bracis-33628	288	14	paes	paes	PROPN
bracis-33628	288	15	instituto	instituto	PROPN
bracis-33628	288	16	tecnológico	tecnológico	PROPN
bracis-33628	288	17	de	de	PROPN
bracis-33628	288	18	aeronáutica	aeronáutica	PROPN
bracis-33628	288	19	,	,	PUNCT
bracis-33628	288	20	são	são	PROPN
bracis-33628	288	21	josé	josé	PROPN
bracis-33628	288	22	dos	dos	PROPN
bracis-33628	288	23	campos	campos	PROPN
bracis-33628	288	24	,	,	PUNCT
bracis-33628	288	25	brazil	brazil	PROPN
bracis-33628	288	26	filipe	filipe	PROPN
bracis-33628	288	27	a.	a.	PROPN
bracis-33628	288	28	n.	n.	PROPN
bracis-33628	288	29	verri	verri	PROPN
bracis-33628	288	30	rights	right	NOUN
bracis-33628	288	31	and	and	CCONJ
bracis-33628	288	32	permissions	permission	NOUN
bracis-33628	288	33	reprints	reprint	NOUN
bracis-33628	288	34	and	and	CCONJ
bracis-33628	288	35	permissions	permission	VERB
bracis-33628	288	36	copyright	copyright	NOUN
bracis-33628	288	37	information	information	NOUN
bracis-33628	288	38	©	©	ADP
bracis-33628	288	39	2025	2025	NUM
bracis-33628	288	40	the	the	DET
bracis-33628	288	41	author(s	author(s	NOUN
bracis-33628	288	42	)	)	PUNCT
bracis-33628	288	43	,	,	PUNCT
bracis-33628	288	44	under	under	ADP
bracis-33628	288	45	exclusive	exclusive	ADJ
bracis-33628	288	46	license	license	NOUN
bracis-33628	288	47	to	to	ADP
bracis-33628	288	48	springer	springer	NOUN
bracis-33628	288	49	nature	nature	PROPN
bracis-33628	288	50	switzerland	switzerland	PROPN
bracis-33628	288	51	ag	ag	PROPN
bracis-33628	288	52	about	about	ADP
bracis-33628	288	53	this	this	DET
bracis-33628	288	54	paper	paper	NOUN
bracis-33628	288	55	cite	cite	VERB
bracis-33628	288	56	this	this	DET
bracis-33628	288	57	paper	paper	NOUN
bracis-33628	288	58	kohara	kohara	NOUN
bracis-33628	288	59	,	,	PUNCT
bracis-33628	288	60	d.t	d.t	PROPN
bracis-33628	288	61	.	.	PROPN
bracis-33628	288	62	,	,	PUNCT
bracis-33628	288	63	de	de	PROPN
bracis-33628	288	64	oliveira	oliveira	PROPN
bracis-33628	288	65	,	,	PUNCT
bracis-33628	288	66	g.m.b	g.m.b	PROPN
bracis-33628	288	67	.	.	PROPN
bracis-33628	288	68	,	,	PUNCT
bracis-33628	288	69	martins	martin	NOUN
bracis-33628	288	70	,	,	PUNCT
bracis-33628	288	71	l.g.a	l.g.a	NOUN
bracis-33628	288	72	.	.	PUNCT
bracis-33628	289	1	(	(	PUNCT
bracis-33628	289	2	2025	2025	NUM
bracis-33628	289	3	)	)	PUNCT
bracis-33628	289	4	.	.	PUNCT
bracis-33628	290	1	enhancing	enhance	VERB
bracis-33628	290	2	multiobjective	multiobjective	ADJ
bracis-33628	290	3	genetic	genetic	ADJ
bracis-33628	290	4	algorithms	algorithm	NOUN
bracis-33628	290	5	for	for	ADP
bracis-33628	290	6	 	 	SPACE
bracis-33628	290	7	pharmaceutical	pharmaceutical	NOUN
bracis-33628	290	8	batch	batch	NOUN
bracis-33628	290	9	scheduling	scheduling	NOUN
bracis-33628	290	10	:	:	PUNCT
bracis-33628	290	11	a	a	DET
bracis-33628	290	12	study	study	NOUN
bracis-33628	290	13	on	on	ADP
bracis-33628	290	14	 	 	SPACE
bracis-33628	290	15	partitioned	partition	VERB
bracis-33628	290	16	selection	selection	NOUN
bracis-33628	290	17	with	with	ADP
bracis-33628	290	18	 	 	SPACE
bracis-33628	290	19	constraints	constraint	NOUN
bracis-33628	290	20	and	and	CCONJ
bracis-33628	290	21	 	 	SPACE
bracis-33628	290	22	mutation	mutation	NOUN
bracis-33628	290	23	with	with	ADP
bracis-33628	290	24	 	 	SPACE
bracis-33628	290	25	greedy	greedy	ADJ
bracis-33628	290	26	local	local	ADJ
bracis-33628	290	27	search	search	NOUN
bracis-33628	290	28	strategy	strategy	NOUN
bracis-33628	290	29	.	.	PUNCT
bracis-33628	291	1	in	in	ADP
bracis-33628	291	2	:	:	PUNCT
bracis-33628	291	3	paes	paes	PROPN
bracis-33628	291	4	,	,	PUNCT
bracis-33628	291	5	a.	a.	PROPN
bracis-33628	291	6	,	,	PUNCT
bracis-33628	291	7	verri	verri	NOUN
bracis-33628	291	8	,	,	PUNCT
bracis-33628	291	9	f.a.n	f.a.n	ADJ
bracis-33628	291	10	.	.	PUNCT
bracis-33628	291	11	(	(	PUNCT
bracis-33628	291	12	eds	ed	NOUN
bracis-33628	291	13	)	)	PUNCT
bracis-33628	291	14	intelligent	intelligent	ADJ
bracis-33628	291	15	systems	system	NOUN
bracis-33628	291	16	.	.	PUNCT
bracis-33628	291	17	bracis	bracis	PROPN
bracis-33628	291	18	2024	2024	NUM
bracis-33628	291	19	.	.	PUNCT
bracis-33628	292	1	lecture	lecture	NOUN
bracis-33628	292	2	notes	note	NOUN
bracis-33628	292	3	in	in	ADP
bracis-33628	292	4	computer	computer	NOUN
bracis-33628	292	5	science	science	NOUN
bracis-33628	292	6	(	(	PUNCT
bracis-33628	292	7	)	)	PUNCT
bracis-33628	292	8	,	,	PUNCT
bracis-33628	292	9	vol	vol	NOUN
bracis-33628	292	10	15414	15414	NUM
bracis-33628	292	11	.	.	PUNCT
bracis-33628	293	1	springer	springer	NOUN
bracis-33628	293	2	,	,	PUNCT
bracis-33628	293	3	cham	cham	PROPN
bracis-33628	293	4	.	.	PUNCT
bracis-33628	294	1	https://doi.org/10.1007/978-3-031-79035-5_15	https://doi.org/10.1007/978-3-031-79035-5_15	NOUN
bracis-33628	294	2	download	download	NOUN
bracis-33628	294	3	citation	citation	NOUN
bracis-33628	294	4	.ris	.ris	PUNCT
bracis-33628	295	1	.enw	.enw	PROPN
bracis-33628	295	2	.bib	.bib	PUNCT
bracis-33628	296	1	doi	doi	PROPN
bracis-33628	296	2	:	:	PUNCT
bracis-33628	296	3	https://doi.org/10.1007/978-3-031-79035-5_15	https://doi.org/10.1007/978-3-031-79035-5_15	ADV
bracis-33628	296	4	published	publish	VERB
bracis-33628	296	5	:	:	PUNCT
bracis-33628	296	6	30	30	NUM
bracis-33628	296	7	january	january	PROPN
bracis-33628	296	8	2025	2025	NUM
bracis-33628	296	9	publisher	publisher	NOUN
bracis-33628	296	10	name	name	NOUN
bracis-33628	296	11	:	:	PUNCT
bracis-33628	296	12	springer	springer	NOUN
bracis-33628	296	13	,	,	PUNCT
bracis-33628	296	14	cham	cham	PROPN
bracis-33628	296	15	print	print	PROPN
bracis-33628	296	16	isbn	isbn	PROPN
bracis-33628	296	17	:	:	PUNCT
bracis-33628	296	18	978	978	NUM
bracis-33628	296	19	-	-	SYM
bracis-33628	296	20	3	3	NUM
bracis-33628	296	21	-	-	PUNCT
bracis-33628	296	22	031	031	NUM
bracis-33628	296	23	-	-	PUNCT
bracis-33628	296	24	79034	79034	NUM
bracis-33628	296	25	-	-	SYM
bracis-33628	296	26	8	8	NUM
bracis-33628	296	27	online	online	ADJ
bracis-33628	296	28	isbn	isbn	NOUN
bracis-33628	296	29	:	:	PUNCT
bracis-33628	296	30	978	978	NUM
bracis-33628	296	31	-	-	SYM
bracis-33628	296	32	3	3	NUM
bracis-33628	296	33	-	-	PUNCT
bracis-33628	296	34	031	031	NUM
bracis-33628	296	35	-	-	PUNCT
bracis-33628	296	36	79035	79035	NUM
bracis-33628	296	37	-	-	PUNCT
bracis-33628	296	38	5	5	NUM
bracis-33628	296	39	ebook	ebook	NOUN
bracis-33628	296	40	packages	package	NOUN
bracis-33628	296	41	:	:	PUNCT
bracis-33628	296	42	computer	computer	NOUN
bracis-33628	296	43	sciencecomputer	sciencecomputer	NOUN
bracis-33628	296	44	science	science	NOUN
bracis-33628	296	45	(	(	PUNCT
bracis-33628	296	46	r0	r0	NOUN
bracis-33628	296	47	)	)	PUNCT
bracis-33628	296	48	share	share	VERB
bracis-33628	296	49	this	this	DET
bracis-33628	296	50	paper	paper	NOUN
bracis-33628	296	51	anyone	anyone	PRON
bracis-33628	296	52	you	you	PRON
bracis-33628	296	53	share	share	VERB
bracis-33628	296	54	the	the	DET
bracis-33628	296	55	following	follow	VERB
bracis-33628	296	56	link	link	NOUN
bracis-33628	296	57	with	with	ADP
bracis-33628	296	58	will	will	AUX
bracis-33628	296	59	be	be	AUX
bracis-33628	296	60	able	able	ADJ
bracis-33628	296	61	to	to	PART
bracis-33628	296	62	read	read	VERB
bracis-33628	296	63	this	this	DET
bracis-33628	296	64	content	content	NOUN
bracis-33628	296	65	:	:	PUNCT
bracis-33628	296	66	get	get	VERB
bracis-33628	296	67	shareable	shareable	ADJ
bracis-33628	296	68	linksorry	linksorry	NOUN
bracis-33628	296	69	,	,	PUNCT
bracis-33628	296	70	a	a	DET
bracis-33628	296	71	shareable	shareable	ADJ
bracis-33628	296	72	link	link	NOUN
bracis-33628	296	73	is	be	AUX
bracis-33628	296	74	not	not	PART
bracis-33628	296	75	currently	currently	ADV
bracis-33628	296	76	available	available	ADJ
bracis-33628	296	77	for	for	ADP
bracis-33628	296	78	this	this	DET
bracis-33628	296	79	article	article	NOUN
bracis-33628	296	80	.	.	PUNCT
bracis-33628	297	1	copy	copy	VERB
bracis-33628	297	2	shareable	shareable	ADJ
bracis-33628	297	3	link	link	NOUN
bracis-33628	297	4	to	to	PART
bracis-33628	297	5	clipboard	clipboard	NOUN
bracis-33628	297	6	provided	provide	VERB
bracis-33628	297	7	by	by	ADP
bracis-33628	297	8	the	the	DET
bracis-33628	297	9	springer	springer	NOUN
bracis-33628	297	10	nature	nature	PROPN
bracis-33628	297	11	sharedit	sharedit	PROPN
bracis-33628	297	12	content	content	NOUN
bracis-33628	297	13	-	-	PUNCT
bracis-33628	297	14	sharing	share	VERB
bracis-33628	297	15	initiative	initiative	NOUN
bracis-33628	297	16	keywords	keyword	NOUN
bracis-33628	297	17	multiobjective	multiobjective	ADJ
bracis-33628	297	18	evolutionary	evolutionary	ADJ
bracis-33628	297	19	algorithm	algorithm	NOUN
bracis-33628	297	20	constrained	constrain	VERB
bracis-33628	297	21	non	non	ADJ
bracis-33628	297	22	-	-	ADJ
bracis-33628	297	23	linear	linear	ADJ
bracis-33628	297	24	optimization	optimization	NOUN
bracis-33628	297	25	genetic	genetic	ADJ
bracis-33628	297	26	algorithms	algorithms	NOUN
bracis-33628	297	27	batch	batch	VERB
bracis-33628	297	28	scheduling	scheduling	NOUN
bracis-33628	297	29	publish	publish	NOUN
bracis-33628	297	30	with	with	ADP
bracis-33628	297	31	us	us	PROPN
bracis-33628	297	32	policies	policy	NOUN
bracis-33628	297	33	and	and	CCONJ
bracis-33628	297	34	ethics	ethic	NOUN
bracis-33628	297	35	search	search	NOUN
bracis-33628	297	36	search	search	NOUN
bracis-33628	297	37	by	by	ADP
bracis-33628	297	38	keyword	keyword	NOUN
bracis-33628	297	39	or	or	CCONJ
bracis-33628	297	40	author	author	NOUN
bracis-33628	297	41	search	search	NOUN
bracis-33628	297	42	navigation	navigation	NOUN
bracis-33628	297	43	find	find	VERB
bracis-33628	297	44	a	a	DET
bracis-33628	297	45	journal	journal	NOUN
bracis-33628	297	46	publish	publish	VERB
bracis-33628	297	47	with	with	ADP
bracis-33628	297	48	us	we	PRON
bracis-33628	297	49	track	track	VERB
bracis-33628	297	50	your	your	PRON
bracis-33628	297	51	research	research	NOUN
bracis-33628	297	52	discover	discover	VERB
bracis-33628	297	53	content	content	NOUN
bracis-33628	297	54	journals	journal	NOUN
bracis-33628	297	55	a	a	DET
bracis-33628	297	56	-	-	PUNCT
bracis-33628	297	57	z	z	NOUN
bracis-33628	297	58	books	book	NOUN
bracis-33628	297	59	a	a	DET
bracis-33628	297	60	-	-	PUNCT
bracis-33628	297	61	z	z	NOUN
bracis-33628	297	62	publish	publish	NOUN
bracis-33628	297	63	with	with	ADP
bracis-33628	297	64	us	us	PROPN
bracis-33628	297	65	journal	journal	PROPN
bracis-33628	297	66	finder	finder	PROPN
bracis-33628	297	67	publish	publish	VERB
bracis-33628	297	68	your	your	PRON
bracis-33628	297	69	research	research	NOUN
bracis-33628	297	70	language	language	NOUN
bracis-33628	297	71	editing	edit	VERB
bracis-33628	297	72	open	open	ADJ
bracis-33628	297	73	access	access	NOUN
bracis-33628	297	74	publishing	publishing	NOUN
bracis-33628	297	75	products	product	NOUN
bracis-33628	297	76	and	and	CCONJ
bracis-33628	297	77	services	service	NOUN
bracis-33628	297	78	our	our	PRON
bracis-33628	297	79	products	product	NOUN
bracis-33628	297	80	librarians	librarian	VERB
bracis-33628	297	81	societies	society	NOUN
bracis-33628	297	82	partners	partner	NOUN
bracis-33628	297	83	and	and	CCONJ
bracis-33628	297	84	advertisers	advertiser	NOUN
bracis-33628	297	85	our	our	PRON
bracis-33628	297	86	brands	brand	NOUN
bracis-33628	297	87	springer	springer	NOUN
bracis-33628	297	88	nature	nature	PROPN
bracis-33628	297	89	portfolio	portfolio	PROPN
bracis-33628	297	90	bmc	bmc	PROPN
bracis-33628	297	91	palgrave	palgrave	PROPN
bracis-33628	297	92	macmillan	macmillan	PROPN
bracis-33628	297	93	apress	apress	PROPN
bracis-33628	297	94	discover	discover	VERB
bracis-33628	297	95	your	your	PRON
bracis-33628	297	96	privacy	privacy	NOUN
bracis-33628	297	97	choices	choice	NOUN
bracis-33628	297	98	/	/	SYM
bracis-33628	297	99	manage	manage	NOUN
bracis-33628	297	100	cookies	cookie	NOUN
bracis-33628	297	101	your	your	PRON
bracis-33628	297	102	us	us	PROPN
bracis-33628	298	1	state	state	NOUN
bracis-33628	298	2	privacy	privacy	NOUN
bracis-33628	298	3	rights	right	NOUN
bracis-33628	298	4	accessibility	accessibility	NOUN
bracis-33628	298	5	statement	statement	NOUN
bracis-33628	298	6	terms	term	NOUN
bracis-33628	298	7	and	and	CCONJ
bracis-33628	298	8	conditions	condition	NOUN
bracis-33628	298	9	privacy	privacy	NOUN
bracis-33628	298	10	policy	policy	NOUN
bracis-33628	298	11	help	help	NOUN
bracis-33628	298	12	and	and	CCONJ
bracis-33628	298	13	support	support	VERB
bracis-33628	298	14	legal	legal	ADJ
bracis-33628	298	15	notice	notice	NOUN
bracis-33628	298	16	cancel	cancel	VERB
bracis-33628	298	17	contracts	contract	NOUN
bracis-33628	298	18	here	here	ADV
bracis-33628	298	19	129.74.145.123	129.74.145.123	NUM
bracis-33628	298	20	hesburgh	hesburgh	PROPN
bracis-33628	298	21	library	library	PROPN
bracis-33628	298	22	er	er	INTJ
bracis-33628	298	23	unit	unit	NOUN
bracis-33628	298	24	(	(	PUNCT
bracis-33628	298	25	3005732405	3005732405	NUM
bracis-33628	298	26	)	)	PUNCT
bracis-33628	298	27	northeast	northeast	ADJ
bracis-33628	298	28	research	research	NOUN
bracis-33628	298	29	libraries	library	NOUN
bracis-33628	298	30	(	(	PUNCT
bracis-33628	298	31	nerl	nerl	PROPN
bracis-33628	298	32	)	)	PUNCT
bracis-33628	298	33	(	(	PUNCT
bracis-33628	298	34	8200828607	8200828607	NUM
bracis-33628	298	35	)	)	PUNCT
bracis-33628	298	36	nerl	nerl	VERB
bracis-33628	298	37	ta	ta	X
bracis-33628	298	38	account	account	NOUN
bracis-33628	298	39	(	(	PUNCT
bracis-33628	298	40	3006206169	3006206169	NUM
bracis-33628	298	41	)	)	PUNCT
bracis-33628	298	42	university	university	NOUN
bracis-33628	298	43	of	of	ADP
bracis-33628	298	44	notre	notre	PROPN
bracis-33628	298	45	dame	dame	PROPN
bracis-33628	298	46	hesburgh	hesburgh	PROPN
bracis-33628	298	47	library	library	NOUN
bracis-33628	298	48	(	(	PUNCT
bracis-33628	298	49	3000184373	3000184373	NUM
bracis-33628	298	50	)	)	PUNCT
bracis-33628	299	1	©	©	ADP
bracis-33628	299	2	2025	2025	NUM
bracis-33628	299	3	springer	springer	NOUN
bracis-33628	299	4	nature	nature	NOUN