id	sid	tid	token	lemma	pos
bracis-19029	1	1	dynamic	dynamic	ADJ
bracis-19029	1	2	learning	learning	NOUN
bracis-19029	1	3	in	in	ADP
bracis-19029	1	4	hyper	hyper	NOUN
bracis-19029	1	5	-	-	NOUN
bracis-19029	1	6	heuristics	heuristic	NOUN
bracis-19029	1	7	to	to	PART
bracis-19029	1	8	solve	solve	VERB
bracis-19029	1	9	flowshop	flowshop	ADJ
bracis-19029	1	10	problems	problem	NOUN
bracis-19029	2	1	|	|	ADV
bracis-19029	2	2	springer	springer	NOUN
bracis-19029	2	3	nature	nature	PROPN
bracis-19029	2	4	link	link	PROPN
bracis-19029	2	5	(	(	PUNCT
bracis-19029	2	6	formerly	formerly	ADV
bracis-19029	2	7	springerlink	springerlink	NOUN
bracis-19029	2	8	)	)	PUNCT
bracis-19029	2	9	skip	skip	VERB
bracis-19029	2	10	to	to	ADP
bracis-19029	2	11	main	main	ADJ
bracis-19029	2	12	content	content	NOUN
bracis-19029	2	13	advertisement	advertisement	NOUN
bracis-19029	2	14	log	log	NOUN
bracis-19029	2	15	in	in	ADP
bracis-19029	2	16	menu	menu	NOUN
bracis-19029	2	17	find	find	VERB
bracis-19029	2	18	a	a	DET
bracis-19029	2	19	journal	journal	NOUN
bracis-19029	2	20	publish	publish	VERB
bracis-19029	2	21	with	with	ADP
bracis-19029	2	22	us	we	PRON
bracis-19029	2	23	track	track	VERB
bracis-19029	2	24	your	your	PRON
bracis-19029	2	25	research	research	NOUN
bracis-19029	2	26	search	search	NOUN
bracis-19029	2	27	cart	cart	NOUN
bracis-19029	2	28	home	home	NOUN
bracis-19029	2	29	intelligent	intelligent	ADJ
bracis-19029	2	30	systems	system	NOUN
bracis-19029	2	31	conference	conference	NOUN
bracis-19029	2	32	paper	paper	NOUN
bracis-19029	2	33	dynamic	dynamic	ADJ
bracis-19029	2	34	learning	learning	NOUN
bracis-19029	2	35	in	in	ADP
bracis-19029	2	36	hyper	hyper	NOUN
bracis-19029	2	37	-	-	NOUN
bracis-19029	2	38	heuristics	heuristic	NOUN
bracis-19029	2	39	to	to	PART
bracis-19029	2	40	solve	solve	VERB
bracis-19029	2	41	flowshop	flowshop	ADJ
bracis-19029	2	42	problems	problem	NOUN
bracis-19029	2	43	conference	conference	PROPN
bracis-19029	2	44	paper	paper	NOUN
bracis-19029	2	45	first	first	ADV
bracis-19029	2	46	online	online	ADV
bracis-19029	3	1	:	:	PUNCT
bracis-19029	3	2	28	28	NUM
bracis-19029	3	3	november	november	NOUN
bracis-19029	3	4	2021	2021	NUM
bracis-19029	4	1	pp	pp	ADP
bracis-19029	4	2	155–169	155–169	NUM
bracis-19029	4	3	cite	cite	VERB
bracis-19029	4	4	this	this	DET
bracis-19029	4	5	conference	conference	NOUN
bracis-19029	4	6	paper	paper	NOUN
bracis-19029	4	7	access	access	NOUN
bracis-19029	4	8	provided	provide	VERB
bracis-19029	4	9	by	by	ADP
bracis-19029	4	10	university	university	PROPN
bracis-19029	4	11	of	of	ADP
bracis-19029	4	12	notre	notre	PROPN
bracis-19029	4	13	dame	dame	PROPN
bracis-19029	4	14	hesburgh	hesburgh	PROPN
bracis-19029	4	15	library	library	PROPN
bracis-19029	4	16	download	download	PROPN
bracis-19029	4	17	book	book	NOUN
bracis-19029	4	18	pdf	pdf	PROPN
bracis-19029	4	19	download	download	NOUN
bracis-19029	4	20	book	book	NOUN
bracis-19029	4	21	epub	epub	PROPN
bracis-19029	4	22	intelligent	intelligent	ADJ
bracis-19029	4	23	systems	system	NOUN
bracis-19029	4	24	(	(	PUNCT
bracis-19029	4	25	bracis	bracis	NOUN
bracis-19029	4	26	2021	2021	NUM
bracis-19029	4	27	)	)	PUNCT
bracis-19029	4	28	dynamic	dynamic	ADJ
bracis-19029	4	29	learning	learning	NOUN
bracis-19029	4	30	in	in	ADP
bracis-19029	4	31	hyper	hyper	NOUN
bracis-19029	4	32	-	-	NOUN
bracis-19029	4	33	heuristics	heuristic	NOUN
bracis-19029	4	34	to	to	PART
bracis-19029	4	35	solve	solve	VERB
bracis-19029	4	36	flowshop	flowshop	ADJ
bracis-19029	4	37	problems	problem	NOUN
bracis-19029	4	38	download	download	VERB
bracis-19029	4	39	book	book	NOUN
bracis-19029	4	40	pdf	pdf	PROPN
bracis-19029	4	41	download	download	NOUN
bracis-19029	4	42	book	book	PROPN
bracis-19029	4	43	epub	epub	PROPN
bracis-19029	4	44	lucas	lucas	PROPN
bracis-19029	4	45	marcondes	marconde	VERB
bracis-19029	4	46	pavelski	pavelski	PROPN
bracis-19029	4	47	  	  	SPACE
bracis-19029	4	48	orcid	orcid	NOUN
bracis-19029	4	49	:	:	PUNCT
bracis-19029	4	50	orcid.org/0000-0002-5622-392x10	orcid.org/0000-0002-5622-392x10	NOUN
bracis-19029	4	51	,	,	PUNCT
bracis-19029	4	52	marie	marie	PROPN
bracis-19029	4	53	-	-	PUNCT
bracis-19029	4	54	éléonore	éléonore	PROPN
bracis-19029	4	55	kessaci	kessaci	NOUN
bracis-19029	4	56	  	  	SPACE
bracis-19029	4	57	orcid	orcid	NOUN
bracis-19029	4	58	:	:	PUNCT
bracis-19029	4	59	orcid.org/0000-0002-4372-516211	orcid.org/0000-0002-4372-516211	PROPN
bracis-19029	4	60	&	&	CCONJ
bracis-19029	4	61	myriam	myriam	PROPN
bracis-19029	4	62	delgado	delgado	PROPN
bracis-19029	4	63	  	  	SPACE
bracis-19029	4	64	orcid	orcid	NOUN
bracis-19029	4	65	:	:	PUNCT
bracis-19029	4	66	orcid.org/0000-0002-2791-174x10	orcid.org/0000-0002-2791-174x10	NOUN
bracis-19029	4	67	  	  	SPACE
bracis-19029	4	68	part	part	NOUN
bracis-19029	4	69	of	of	ADP
bracis-19029	4	70	the	the	DET
bracis-19029	4	71	book	book	NOUN
bracis-19029	4	72	series	series	NOUN
bracis-19029	4	73	:	:	PUNCT
bracis-19029	4	74	lecture	lecture	NOUN
bracis-19029	4	75	notes	note	NOUN
bracis-19029	4	76	in	in	ADP
bracis-19029	4	77	computer	computer	NOUN
bracis-19029	4	78	science	science	NOUN
bracis-19029	4	79	(	(	PUNCT
bracis-19029	4	80	(	(	PUNCT
bracis-19029	4	81	lnai	lnai	ADJ
bracis-19029	4	82	,	,	PUNCT
bracis-19029	4	83	volume	volume	NOUN
bracis-19029	4	84	13073	13073	NUM
bracis-19029	4	85	)	)	PUNCT
bracis-19029	4	86	)	)	PUNCT
bracis-19029	4	87	included	include	VERB
bracis-19029	4	88	in	in	ADP
bracis-19029	4	89	the	the	DET
bracis-19029	4	90	following	follow	VERB
bracis-19029	4	91	conference	conference	NOUN
bracis-19029	4	92	series	series	NOUN
bracis-19029	4	93	:	:	PUNCT
bracis-19029	4	94	brazilian	brazilian	ADJ
bracis-19029	4	95	conference	conference	NOUN
bracis-19029	4	96	on	on	ADP
bracis-19029	4	97	intelligent	intelligent	ADJ
bracis-19029	4	98	systems	system	NOUN
bracis-19029	4	99	779	779	NUM
bracis-19029	4	100	accesses	access	VERB
bracis-19029	4	101	abstract	abstract	ADJ
bracis-19029	4	102	hyper	hyper	NOUN
bracis-19029	4	103	-	-	NOUN
bracis-19029	4	104	heuristics	heuristic	NOUN
bracis-19029	4	105	(	(	PUNCT
bracis-19029	4	106	hhs	hhs	NOUN
bracis-19029	4	107	)	)	PUNCT
bracis-19029	4	108	are	be	AUX
bracis-19029	4	109	algorithms	algorithm	NOUN
bracis-19029	4	110	suitable	suitable	ADJ
bracis-19029	4	111	for	for	ADP
bracis-19029	4	112	designing	design	VERB
bracis-19029	4	113	heuristics	heuristic	NOUN
bracis-19029	4	114	.	.	PUNCT
bracis-19029	5	1	hhs	hhs	PROPN
bracis-19029	5	2	perform	perform	VERB
bracis-19029	5	3	the	the	DET
bracis-19029	5	4	search	search	NOUN
bracis-19029	5	5	divided	divide	VERB
bracis-19029	5	6	in	in	ADP
bracis-19029	5	7	two	two	NUM
bracis-19029	5	8	levels	level	NOUN
bracis-19029	5	9	:	:	PUNCT
bracis-19029	5	10	they	they	PRON
bracis-19029	5	11	look	look	VERB
bracis-19029	5	12	for	for	ADP
bracis-19029	5	13	heuristic	heuristic	ADJ
bracis-19029	5	14	components	component	NOUN
bracis-19029	5	15	in	in	ADP
bracis-19029	5	16	the	the	DET
bracis-19029	5	17	high	high	ADJ
bracis-19029	5	18	level	level	NOUN
bracis-19029	5	19	and	and	CCONJ
bracis-19029	5	20	the	the	DET
bracis-19029	5	21	heuristic	heuristic	NOUN
bracis-19029	5	22	is	be	AUX
bracis-19029	5	23	used	use	VERB
bracis-19029	5	24	,	,	PUNCT
bracis-19029	5	25	in	in	ADP
bracis-19029	5	26	the	the	DET
bracis-19029	5	27	low	low	ADJ
bracis-19029	5	28	level	level	NOUN
bracis-19029	5	29	,	,	PUNCT
bracis-19029	5	30	to	to	PART
bracis-19029	5	31	solve	solve	VERB
bracis-19029	5	32	a	a	DET
bracis-19029	5	33	set	set	NOUN
bracis-19029	5	34	of	of	ADP
bracis-19029	5	35	instances	instance	NOUN
bracis-19029	5	36	of	of	ADP
bracis-19029	5	37	one	one	NUM
bracis-19029	5	38	or	or	CCONJ
bracis-19029	5	39	more	more	ADJ
bracis-19029	5	40	problems	problem	NOUN
bracis-19029	5	41	.	.	PUNCT
bracis-19029	6	1	different	different	ADJ
bracis-19029	6	2	from	from	ADP
bracis-19029	6	3	offline	offline	ADJ
bracis-19029	6	4	hhs	hhs	PROPN
bracis-19029	6	5	,	,	PUNCT
bracis-19029	6	6	hyper	hyper	NOUN
bracis-19029	6	7	-	-	NOUN
bracis-19029	6	8	heuristics	heuristic	NOUN
bracis-19029	6	9	with	with	ADP
bracis-19029	6	10	dynamic	dynamic	ADJ
bracis-19029	6	11	learning	learning	NOUN
bracis-19029	6	12	select	select	ADJ
bracis-19029	6	13	or	or	CCONJ
bracis-19029	6	14	generate	generate	VERB
bracis-19029	6	15	heuristics	heuristic	NOUN
bracis-19029	6	16	during	during	ADP
bracis-19029	6	17	the	the	DET
bracis-19029	6	18	search	search	NOUN
bracis-19029	6	19	.	.	PUNCT
bracis-19029	7	1	this	this	DET
bracis-19029	7	2	paper	paper	NOUN
bracis-19029	7	3	proposes	propose	VERB
bracis-19029	7	4	a	a	DET
bracis-19029	7	5	hyper	hyper	ADJ
bracis-19029	7	6	-	-	ADJ
bracis-19029	7	7	heuristic	heuristic	ADJ
bracis-19029	7	8	associated	associate	VERB
bracis-19029	7	9	with	with	ADP
bracis-19029	7	10	a	a	DET
bracis-19029	7	11	dynamic	dynamic	ADJ
bracis-19029	7	12	learning	learning	NOUN
bracis-19029	7	13	strategy	strategy	NOUN
bracis-19029	7	14	for	for	ADP
bracis-19029	7	15	selecting	select	VERB
bracis-19029	7	16	iterated	iterated	ADJ
bracis-19029	7	17	greedy	greedy	ADJ
bracis-19029	7	18	(	(	PUNCT
bracis-19029	7	19	ig	ig	NOUN
bracis-19029	7	20	)	)	PUNCT
bracis-19029	7	21	components	component	NOUN
bracis-19029	7	22	.	.	PUNCT
bracis-19029	8	1	the	the	DET
bracis-19029	8	2	proposal	proposal	NOUN
bracis-19029	8	3	is	be	AUX
bracis-19029	8	4	capable	capable	ADJ
bracis-19029	8	5	of	of	ADP
bracis-19029	8	6	selecting	select	VERB
bracis-19029	8	7	appropriate	appropriate	ADJ
bracis-19029	8	8	values	value	NOUN
bracis-19029	8	9	for	for	ADP
bracis-19029	8	10	six	six	NUM
bracis-19029	8	11	ig	ig	PROPN
bracis-19029	8	12	components	component	NOUN
bracis-19029	8	13	:	:	PUNCT
bracis-19029	8	14	local	local	ADJ
bracis-19029	8	15	search	search	NOUN
bracis-19029	8	16	,	,	PUNCT
bracis-19029	8	17	perturbation	perturbation	NOUN
bracis-19029	8	18	,	,	PUNCT
bracis-19029	8	19	destruction	destruction	NOUN
bracis-19029	8	20	size	size	NOUN
bracis-19029	8	21	,	,	PUNCT
bracis-19029	8	22	neighborhood	neighborhood	NOUN
bracis-19029	8	23	size	size	NOUN
bracis-19029	8	24	,	,	PUNCT
bracis-19029	8	25	destruction	destruction	NOUN
bracis-19029	8	26	position	position	NOUN
bracis-19029	8	27	and	and	CCONJ
bracis-19029	8	28	local	local	ADJ
bracis-19029	8	29	search	search	NOUN
bracis-19029	8	30	focus	focus	NOUN
bracis-19029	8	31	.	.	PUNCT
bracis-19029	9	1	the	the	DET
bracis-19029	9	2	proposed	propose	VERB
bracis-19029	9	3	hh	hh	PROPN
bracis-19029	9	4	is	be	AUX
bracis-19029	9	5	tested	test	VERB
bracis-19029	9	6	with	with	ADP
bracis-19029	9	7	six	six	NUM
bracis-19029	9	8	dynamic	dynamic	ADJ
bracis-19029	9	9	adaptation	adaptation	NOUN
bracis-19029	9	10	strategies	strategy	NOUN
bracis-19029	9	11	:	:	PUNCT
bracis-19029	9	12	random	random	ADJ
bracis-19029	9	13	,	,	PUNCT
bracis-19029	9	14	\(\epsilon	\(\epsilon	NOUN
bracis-19029	9	15	\)-greedy	\)-greedy	ADJ
bracis-19029	9	16	,	,	PUNCT
bracis-19029	9	17	probability	probability	NOUN
bracis-19029	9	18	matching	matching	NOUN
bracis-19029	9	19	,	,	PUNCT
bracis-19029	9	20	multi	multi	ADJ
bracis-19029	9	21	-	-	ADJ
bracis-19029	9	22	armed	armed	ADJ
bracis-19029	9	23	bandit	bandit	NOUN
bracis-19029	9	24	,	,	PUNCT
bracis-19029	9	25	linucb	linucb	NOUN
bracis-19029	9	26	,	,	PUNCT
bracis-19029	9	27	and	and	CCONJ
bracis-19029	9	28	thompson	thompson	NOUN
bracis-19029	9	29	sampling	sampling	NOUN
bracis-19029	9	30	(	(	PUNCT
bracis-19029	9	31	ts	ts	NOUN
bracis-19029	9	32	)	)	PUNCT
bracis-19029	9	33	.	.	PUNCT
bracis-19029	10	1	the	the	DET
bracis-19029	10	2	hyper	hyper	NOUN
bracis-19029	10	3	-	-	NOUN
bracis-19029	10	4	parameters	parameter	NOUN
bracis-19029	10	5	of	of	ADP
bracis-19029	10	6	each	each	DET
bracis-19029	10	7	strategy	strategy	NOUN
bracis-19029	10	8	are	be	AUX
bracis-19029	10	9	tuned	tune	VERB
bracis-19029	10	10	by	by	ADP
bracis-19029	10	11	irace	irace	NOUN
bracis-19029	10	12	.	.	PUNCT
bracis-19029	11	1	as	as	ADP
bracis-19029	11	2	a	a	DET
bracis-19029	11	3	testbed	testbed	NOUN
bracis-19029	11	4	,	,	PUNCT
bracis-19029	11	5	we	we	PRON
bracis-19029	11	6	use	use	VERB
bracis-19029	11	7	several	several	ADJ
bracis-19029	11	8	instances	instance	NOUN
bracis-19029	11	9	with	with	ADP
bracis-19029	11	10	four	four	NUM
bracis-19029	11	11	different	different	ADJ
bracis-19029	11	12	sizes	size	NOUN
bracis-19029	11	13	(	(	PUNCT
bracis-19029	11	14	20	20	NUM
bracis-19029	11	15	,	,	PUNCT
bracis-19029	11	16	50	50	NUM
bracis-19029	11	17	,	,	PUNCT
bracis-19029	11	18	100	100	NUM
bracis-19029	11	19	and	and	CCONJ
bracis-19029	11	20	200	200	NUM
bracis-19029	11	21	jobs	job	NOUN
bracis-19029	11	22	)	)	PUNCT
bracis-19029	11	23	of	of	ADP
bracis-19029	11	24	three	three	NUM
bracis-19029	11	25	different	different	ADJ
bracis-19029	11	26	formulations	formulation	NOUN
bracis-19029	11	27	of	of	ADP
bracis-19029	11	28	flowshop	flowshop	ADJ
bracis-19029	11	29	problems	problem	NOUN
bracis-19029	11	30	(	(	PUNCT
bracis-19029	11	31	permutation	permutation	NOUN
bracis-19029	11	32	,	,	PUNCT
bracis-19029	11	33	no	no	PRON
bracis-19029	11	34	-	-	PUNCT
bracis-19029	11	35	wait	wait	NOUN
bracis-19029	11	36	,	,	PUNCT
bracis-19029	11	37	no	no	DET
bracis-19029	11	38	-	-	PUNCT
bracis-19029	11	39	idle	idle	NOUN
bracis-19029	11	40	)	)	PUNCT
bracis-19029	11	41	,	,	PUNCT
bracis-19029	11	42	two	two	NUM
bracis-19029	11	43	distinct	distinct	ADJ
bracis-19029	11	44	objectives	objective	NOUN
bracis-19029	11	45	(	(	PUNCT
bracis-19029	11	46	makespan	makespan	ADV
bracis-19029	11	47	,	,	PUNCT
bracis-19029	11	48	flowtime	flowtime	NOUN
bracis-19029	11	49	)	)	PUNCT
bracis-19029	11	50	,	,	PUNCT
bracis-19029	11	51	and	and	CCONJ
bracis-19029	11	52	four	four	NUM
bracis-19029	11	53	processing	processing	NOUN
bracis-19029	11	54	time	time	NOUN
bracis-19029	11	55	distributions	distribution	NOUN
bracis-19029	11	56	(	(	PUNCT
bracis-19029	11	57	uniform	uniform	ADJ
bracis-19029	11	58	,	,	PUNCT
bracis-19029	11	59	exponential	exponential	NOUN
bracis-19029	11	60	and	and	CCONJ
bracis-19029	11	61	job	job	NOUN
bracis-19029	11	62	or	or	CCONJ
bracis-19029	11	63	machine	machine	NOUN
bracis-19029	11	64	correlated	correlate	VERB
bracis-19029	11	65	)	)	PUNCT
bracis-19029	11	66	.	.	PUNCT
bracis-19029	12	1	the	the	DET
bracis-19029	12	2	results	result	NOUN
bracis-19029	12	3	show	show	VERB
bracis-19029	12	4	that	that	SCONJ
bracis-19029	12	5	different	different	ADJ
bracis-19029	12	6	strategies	strategy	NOUN
bracis-19029	12	7	are	be	AUX
bracis-19029	12	8	most	most	ADV
bracis-19029	12	9	suitable	suitable	ADJ
bracis-19029	12	10	for	for	ADP
bracis-19029	12	11	adapting	adapt	VERB
bracis-19029	12	12	different	different	ADJ
bracis-19029	12	13	ig	ig	PROPN
bracis-19029	12	14	components	component	NOUN
bracis-19029	12	15	,	,	PUNCT
bracis-19029	12	16	ts	ts	ADP
bracis-19029	12	17	performs	perform	VERB
bracis-19029	12	18	quite	quite	ADV
bracis-19029	12	19	well	well	ADV
bracis-19029	12	20	for	for	ADP
bracis-19029	12	21	all	all	DET
bracis-19029	12	22	components	component	NOUN
bracis-19029	12	23	and	and	CCONJ
bracis-19029	12	24	,	,	PUNCT
bracis-19029	12	25	except	except	SCONJ
bracis-19029	12	26	for	for	ADP
bracis-19029	12	27	local	local	ADJ
bracis-19029	12	28	search	search	NOUN
bracis-19029	12	29	,	,	PUNCT
bracis-19029	12	30	using	use	VERB
bracis-19029	12	31	adaptation	adaptation	NOUN
bracis-19029	12	32	is	be	AUX
bracis-19029	12	33	always	always	ADV
bracis-19029	12	34	beneficial	beneficial	ADJ
bracis-19029	12	35	when	when	SCONJ
bracis-19029	12	36	compared	compare	VERB
bracis-19029	12	37	with	with	ADP
bracis-19029	12	38	the	the	DET
bracis-19029	12	39	ig	ig	PROPN
bracis-19029	12	40	running	run	VERB
bracis-19029	12	41	with	with	ADP
bracis-19029	12	42	standard	standard	ADJ
bracis-19029	12	43	parameters	parameter	NOUN
bracis-19029	12	44	.	.	PUNCT
bracis-19029	13	1	access	access	NOUN
bracis-19029	13	2	provided	provide	VERB
bracis-19029	13	3	by	by	ADP
bracis-19029	13	4	university	university	PROPN
bracis-19029	13	5	of	of	ADP
bracis-19029	13	6	notre	notre	PROPN
bracis-19029	13	7	dame	dame	PROPN
bracis-19029	13	8	hesburgh	hesburgh	PROPN
bracis-19029	13	9	library	library	PROPN
bracis-19029	13	10	.	.	PUNCT
bracis-19029	14	1	download	download	PROPN
bracis-19029	14	2	conference	conference	NOUN
bracis-19029	14	3	paper	paper	NOUN
bracis-19029	14	4	pdf	pdf	NOUN
bracis-19029	14	5	similar	similar	ADJ
bracis-19029	14	6	content	content	NOUN
bracis-19029	14	7	being	be	AUX
bracis-19029	14	8	viewed	view	VERB
bracis-19029	14	9	by	by	ADP
bracis-19029	14	10	others	other	NOUN
bracis-19029	14	11	online	online	ADV
bracis-19029	14	12	learning	learn	VERB
bracis-19029	14	13	hyper	hyper	NOUN
bracis-19029	14	14	-	-	NOUN
bracis-19029	14	15	heuristics	heuristic	NOUN
bracis-19029	14	16	in	in	ADP
bracis-19029	14	17	 	 	SPACE
bracis-19029	14	18	multi	multi	ADJ
bracis-19029	14	19	-	-	ADJ
bracis-19029	14	20	objective	objective	ADJ
bracis-19029	14	21	evolutionary	evolutionary	ADJ
bracis-19029	14	22	algorithms	algorithm	NOUN
bracis-19029	14	23	chapter	chapter	NOUN
bracis-19029	14	24	©	©	PROPN
bracis-19029	14	25	2023	2023	NUM
bracis-19029	14	26	dancing	dancing	NOUN
bracis-19029	14	27	to	to	ADP
bracis-19029	14	28	 	 	SPACE
bracis-19029	14	29	the	the	DET
bracis-19029	14	30	 	 	SPACE
bracis-19029	14	31	state	state	NOUN
bracis-19029	14	32	of	of	ADP
bracis-19029	14	33	 	 	SPACE
bracis-19029	14	34	the	the	DET
bracis-19029	14	35	 	 	SPACE
bracis-19029	14	36	art	art	NOUN
bracis-19029	14	37	?	?	PUNCT
bracis-19029	15	1	chapter	chapter	NOUN
bracis-19029	15	2	©	©	NOUN
bracis-19029	15	3	2024	2024	NUM
bracis-19029	15	4	rigorous	rigorous	ADJ
bracis-19029	15	5	performance	performance	NOUN
bracis-19029	15	6	analysis	analysis	NOUN
bracis-19029	15	7	of	of	ADP
bracis-19029	15	8	hyper	hyper	NOUN
bracis-19029	15	9	-	-	ADJ
bracis-19029	15	10	heuristics	heuristic	NOUN
bracis-19029	15	11	chapter	chapter	NOUN
bracis-19029	15	12	©	©	PROPN
bracis-19029	15	13	2021	2021	NUM
bracis-19029	15	14	explore	explore	VERB
bracis-19029	15	15	related	relate	VERB
bracis-19029	15	16	subjects	subject	NOUN
bracis-19029	15	17	discover	discover	VERB
bracis-19029	15	18	the	the	DET
bracis-19029	15	19	latest	late	ADJ
bracis-19029	15	20	articles	article	NOUN
bracis-19029	15	21	,	,	PUNCT
bracis-19029	15	22	books	book	NOUN
bracis-19029	15	23	and	and	CCONJ
bracis-19029	15	24	news	news	NOUN
bracis-19029	15	25	in	in	ADP
bracis-19029	15	26	related	related	ADJ
bracis-19029	15	27	subjects	subject	NOUN
bracis-19029	15	28	,	,	PUNCT
bracis-19029	15	29	suggested	suggest	VERB
bracis-19029	15	30	using	use	VERB
bracis-19029	15	31	machine	machine	NOUN
bracis-19029	15	32	learning	learning	NOUN
bracis-19029	15	33	.	.	PUNCT
bracis-19029	16	1	algorithms	algorithm	NOUN
bracis-19029	16	2	continuous	continuous	ADJ
bracis-19029	16	3	optimization	optimization	NOUN
bracis-19029	16	4	dynamic	dynamic	ADJ
bracis-19029	16	5	combinatorial	combinatorial	ADJ
bracis-19029	16	6	chemistry	chemistry	NOUN
bracis-19029	16	7	learning	learn	VERB
bracis-19029	16	8	algorithms	algorithm	VERB
bracis-19029	16	9	optimization	optimization	NOUN
bracis-19029	16	10	stochastic	stochastic	NOUN
bracis-19029	16	11	learning	learning	NOUN
bracis-19029	16	12	and	and	CCONJ
bracis-19029	16	13	adaptive	adaptive	ADJ
bracis-19029	16	14	control	control	NOUN
bracis-19029	16	15	1	1	NUM
bracis-19029	16	16	introduction	introduction	NOUN
bracis-19029	16	17	an	an	DET
bracis-19029	16	18	automated	automate	VERB
bracis-19029	16	19	methodology	methodology	NOUN
bracis-19029	16	20	for	for	ADP
bracis-19029	16	21	selecting	select	VERB
bracis-19029	16	22	or	or	CCONJ
bracis-19029	16	23	generating	generate	VERB
bracis-19029	16	24	heuristics	heuristic	NOUN
bracis-19029	16	25	to	to	PART
bracis-19029	16	26	solve	solve	VERB
bracis-19029	16	27	optimization	optimization	NOUN
bracis-19029	16	28	problems	problem	NOUN
bracis-19029	16	29	is	be	AUX
bracis-19029	16	30	the	the	DET
bracis-19029	16	31	focus	focus	NOUN
bracis-19029	16	32	of	of	ADP
bracis-19029	16	33	hyper	hyper	NOUN
bracis-19029	16	34	-	-	NOUN
bracis-19029	16	35	heuristics	heuristic	NOUN
bracis-19029	16	36	(	(	PUNCT
bracis-19029	16	37	hhs	hhs	NOUN
bracis-19029	16	38	)	)	PUNCT
bracis-19029	16	39	 	 	SPACE
bracis-19029	17	1	[	[	X
bracis-19029	17	2	4	4	NUM
bracis-19029	17	3	]	]	PUNCT
bracis-19029	17	4	.	.	PUNCT
bracis-19029	18	1	hhs	hhs	PROPN
bracis-19029	18	2	can	can	AUX
bracis-19029	18	3	be	be	AUX
bracis-19029	18	4	further	far	ADV
bracis-19029	18	5	classified	classify	VERB
bracis-19029	18	6	according	accord	VERB
bracis-19029	18	7	to	to	ADP
bracis-19029	18	8	the	the	DET
bracis-19029	18	9	learning	learning	NOUN
bracis-19029	18	10	phase	phase	NOUN
bracis-19029	18	11	feedback	feedback	NOUN
bracis-19029	18	12	,	,	PUNCT
bracis-19029	18	13	where	where	SCONJ
bracis-19029	18	14	they	they	PRON
bracis-19029	18	15	possibly	possibly	ADV
bracis-19029	18	16	have	have	VERB
bracis-19029	18	17	no	no	DET
bracis-19029	18	18	learning	learning	NOUN
bracis-19029	18	19	,	,	PUNCT
bracis-19029	18	20	offline	offline	ADJ
bracis-19029	18	21	learning	learning	NOUN
bracis-19029	18	22	,	,	PUNCT
bracis-19029	18	23	or	or	CCONJ
bracis-19029	18	24	online	online	ADJ
bracis-19029	18	25	learning	learning	NOUN
bracis-19029	18	26	.	.	PUNCT
bracis-19029	19	1	the	the	DET
bracis-19029	19	2	later	later	ADV
bracis-19029	19	3	is	be	AUX
bracis-19029	19	4	also	also	ADV
bracis-19029	19	5	known	know	VERB
bracis-19029	19	6	,	,	PUNCT
bracis-19029	19	7	and	and	CCONJ
bracis-19029	19	8	referred	refer	VERB
bracis-19029	19	9	in	in	ADP
bracis-19029	19	10	this	this	DET
bracis-19029	19	11	text	text	NOUN
bracis-19029	19	12	,	,	PUNCT
bracis-19029	19	13	as	as	ADP
bracis-19029	19	14	dynamic	dynamic	ADJ
bracis-19029	19	15	learning	learning	NOUN
bracis-19029	19	16	,	,	PUNCT
bracis-19029	19	17	that	that	SCONJ
bracis-19029	19	18	selects	select	VERB
bracis-19029	19	19	or	or	CCONJ
bracis-19029	19	20	generates	generate	VERB
bracis-19029	19	21	heuristics	heuristic	NOUN
bracis-19029	19	22	during	during	ADP
bracis-19029	19	23	the	the	DET
bracis-19029	19	24	search	search	NOUN
bracis-19029	19	25	process	process	NOUN
bracis-19029	19	26	.	.	PUNCT
bracis-19029	20	1	as	as	SCONJ
bracis-19029	20	2	occurs	occur	VERB
bracis-19029	20	3	in	in	ADP
bracis-19029	20	4	a	a	DET
bracis-19029	20	5	simpler	simple	ADJ
bracis-19029	20	6	level	level	NOUN
bracis-19029	20	7	for	for	ADP
bracis-19029	20	8	meta	meta	ADV
bracis-19029	20	9	-	-	PUNCT
bracis-19029	20	10	learning	learn	VERB
bracis-19029	20	11	approaches	approach	NOUN
bracis-19029	20	12	,	,	PUNCT
bracis-19029	20	13	in	in	ADP
bracis-19029	20	14	a	a	DET
bracis-19029	20	15	broader	broad	ADJ
bracis-19029	20	16	view	view	NOUN
bracis-19029	20	17	,	,	PUNCT
bracis-19029	20	18	hyper	hyper	NOUN
bracis-19029	20	19	-	-	PUNCT
bracis-19029	20	20	heuristics	heuristic	NOUN
bracis-19029	20	21	make	make	VERB
bracis-19029	20	22	algorithm	algorithm	NOUN
bracis-19029	20	23	design	design	VERB
bracis-19029	20	24	more	more	ADV
bracis-19029	20	25	adaptable	adaptable	ADJ
bracis-19029	20	26	to	to	ADP
bracis-19029	20	27	different	different	ADJ
bracis-19029	20	28	problems	problem	NOUN
bracis-19029	20	29	 	 	SPACE
bracis-19029	21	1	[	[	X
bracis-19029	21	2	14	14	NUM
bracis-19029	21	3	]	]	PUNCT
bracis-19029	21	4	.	.	PUNCT
bracis-19029	22	1	another	another	DET
bracis-19029	22	2	face	face	NOUN
bracis-19029	22	3	on	on	ADP
bracis-19029	22	4	the	the	DET
bracis-19029	22	5	same	same	ADJ
bracis-19029	22	6	problem	problem	NOUN
bracis-19029	22	7	is	be	AUX
bracis-19029	22	8	given	give	VERB
bracis-19029	22	9	by	by	ADP
bracis-19029	22	10	the	the	DET
bracis-19029	22	11	algorithm	algorithm	NOUN
bracis-19029	22	12	selection	selection	NOUN
bracis-19029	22	13	,	,	PUNCT
bracis-19029	22	14	particularly	particularly	ADV
bracis-19029	22	15	for	for	ADP
bracis-19029	22	16	dynamic	dynamic	ADJ
bracis-19029	22	17	schedules	schedule	NOUN
bracis-19029	22	18	of	of	ADP
bracis-19029	22	19	algorithms	algorithm	NOUN
bracis-19029	22	20	,	,	PUNCT
bracis-19029	22	21	which	which	PRON
bracis-19029	22	22	generalizes	generalize	VERB
bracis-19029	22	23	static	static	ADJ
bracis-19029	22	24	and	and	CCONJ
bracis-19029	22	25	per	per	ADP
bracis-19029	22	26	-	-	PUNCT
bracis-19029	22	27	instance	instance	NOUN
bracis-19029	22	28	algorithm	algorithm	NOUN
bracis-19029	22	29	selection	selection	NOUN
bracis-19029	22	30	approaches	approach	VERB
bracis-19029	22	31	 	 	SPACE
bracis-19029	23	1	[	[	X
bracis-19029	23	2	10	10	NUM
bracis-19029	23	3	]	]	PUNCT
bracis-19029	23	4	.	.	PUNCT
bracis-19029	24	1	hyper	hyper	NOUN
bracis-19029	24	2	-	-	NOUN
bracis-19029	24	3	heuristics	heuristic	NOUN
bracis-19029	24	4	can	can	AUX
bracis-19029	24	5	contribute	contribute	VERB
bracis-19029	24	6	therefore	therefore	ADV
bracis-19029	24	7	to	to	ADP
bracis-19029	24	8	the	the	DET
bracis-19029	24	9	development	development	NOUN
bracis-19029	24	10	of	of	ADP
bracis-19029	24	11	algorithms	algorithm	NOUN
bracis-19029	24	12	for	for	ADP
bracis-19029	24	13	solving	solve	VERB
bracis-19029	24	14	a	a	DET
bracis-19029	24	15	wide	wide	ADJ
bracis-19029	24	16	range	range	NOUN
bracis-19029	24	17	of	of	ADP
bracis-19029	24	18	optimization	optimization	NOUN
bracis-19029	24	19	problems	problem	NOUN
bracis-19029	24	20	.	.	PUNCT
bracis-19029	25	1	flowshop	flowshop	ADJ
bracis-19029	25	2	problems	problem	NOUN
bracis-19029	25	3	(	(	PUNCT
bracis-19029	25	4	fsp	fsp	NOUN
bracis-19029	25	5	)	)	PUNCT
bracis-19029	25	6	involve	involve	VERB
bracis-19029	25	7	deciding	decide	VERB
bracis-19029	25	8	how	how	SCONJ
bracis-19029	25	9	\(j\	\(j\	NOUN
bracis-19029	25	10	)	)	PUNCT
bracis-19029	25	11	jobs	job	NOUN
bracis-19029	25	12	will	will	AUX
bracis-19029	25	13	be	be	AUX
bracis-19029	25	14	processed	process	VERB
bracis-19029	25	15	on	on	ADP
bracis-19029	25	16	\(m\	\(m\	ADJ
bracis-19029	25	17	)	)	PUNCT
bracis-19029	25	18	machines	machine	NOUN
bracis-19029	25	19	in	in	ADP
bracis-19029	25	20	series	series	PROPN
bracis-19029	25	21	 	 	SPACE
bracis-19029	26	1	[	[	X
bracis-19029	26	2	2	2	NUM
bracis-19029	26	3	]	]	PUNCT
bracis-19029	26	4	.	.	PUNCT
bracis-19029	27	1	this	this	DET
bracis-19029	27	2	paper	paper	NOUN
bracis-19029	27	3	investigates	investigate	VERB
bracis-19029	27	4	three	three	NUM
bracis-19029	27	5	fsp	fsp	PROPN
bracis-19029	27	6	formulations	formulation	NOUN
bracis-19029	27	7	:	:	PUNCT
bracis-19029	27	8	permutation	permutation	NOUN
bracis-19029	27	9	(	(	PUNCT
bracis-19029	27	10	with	with	ADP
bracis-19029	27	11	no	no	DET
bracis-19029	27	12	schedule	schedule	NOUN
bracis-19029	27	13	constraints	constraint	NOUN
bracis-19029	27	14	)	)	PUNCT
bracis-19029	27	15	,	,	PUNCT
bracis-19029	27	16	and	and	CCONJ
bracis-19029	27	17	no	no	DET
bracis-19029	27	18	-	-	PUNCT
bracis-19029	27	19	wait	wait	NOUN
bracis-19029	27	20	,	,	PUNCT
bracis-19029	27	21	no	no	DET
bracis-19029	27	22	-	-	PUNCT
bracis-19029	27	23	idle	idle	NOUN
bracis-19029	27	24	which	which	PRON
bracis-19029	27	25	include	include	VERB
bracis-19029	27	26	constraints	constraint	NOUN
bracis-19029	27	27	(	(	PUNCT
bracis-19029	27	28	there	there	PRON
bracis-19029	27	29	are	be	VERB
bracis-19029	27	30	no	no	DET
bracis-19029	27	31	waiting	wait	VERB
bracis-19029	27	32	jobs	job	NOUN
bracis-19029	27	33	,	,	PUNCT
bracis-19029	27	34	and	and	CCONJ
bracis-19029	27	35	no	no	DET
bracis-19029	27	36	idle	idle	ADJ
bracis-19029	27	37	machines	machine	NOUN
bracis-19029	27	38	,	,	PUNCT
bracis-19029	27	39	respectively	respectively	ADV
bracis-19029	27	40	)	)	PUNCT
bracis-19029	27	41	.	.	PUNCT
bracis-19029	28	1	different	different	ADJ
bracis-19029	28	2	proposals	proposal	NOUN
bracis-19029	28	3	of	of	ADP
bracis-19029	28	4	parameter	parameter	NOUN
bracis-19029	28	5	adaptation	adaptation	NOUN
bracis-19029	28	6	and	and	CCONJ
bracis-19029	28	7	hhs	hhs	AUX
bracis-19029	28	8	exist	exist	VERB
bracis-19029	28	9	in	in	ADP
bracis-19029	28	10	the	the	DET
bracis-19029	28	11	context	context	NOUN
bracis-19029	28	12	of	of	ADP
bracis-19029	28	13	fsps	fsp	NOUN
bracis-19029	28	14	and	and	CCONJ
bracis-19029	28	15	scheduling	scheduling	NOUN
bracis-19029	28	16	problems	problem	NOUN
bracis-19029	28	17	in	in	ADP
bracis-19029	28	18	general	general	ADJ
bracis-19029	28	19	 	 	SPACE
bracis-19029	29	1	[	[	X
bracis-19029	29	2	3	3	NUM
bracis-19029	29	3	,	,	PUNCT
bracis-19029	29	4	16	16	NUM
bracis-19029	29	5	,	,	PUNCT
bracis-19029	29	6	25	25	NUM
bracis-19029	29	7	,	,	PUNCT
bracis-19029	29	8	26	26	NUM
bracis-19029	29	9	]	]	PUNCT
bracis-19029	29	10	.	.	PUNCT
bracis-19029	30	1	in	in	ADP
bracis-19029	30	2	this	this	DET
bracis-19029	30	3	context	context	NOUN
bracis-19029	30	4	,	,	PUNCT
bracis-19029	30	5	one	one	NUM
bracis-19029	30	6	of	of	ADP
bracis-19029	30	7	the	the	DET
bracis-19029	30	8	first	first	ADJ
bracis-19029	30	9	works	work	NOUN
bracis-19029	30	10	proposed	propose	VERB
bracis-19029	30	11	in	in	ADP
bracis-19029	30	12	the	the	DET
bracis-19029	30	13	literature	literature	NOUN
bracis-19029	30	14	uses	use	VERB
bracis-19029	30	15	an	an	DET
bracis-19029	30	16	adaptive	adaptive	ADJ
bracis-19029	30	17	genetic	genetic	ADJ
bracis-19029	30	18	algorithm	algorithm	NOUN
bracis-19029	30	19	 	 	SPACE
bracis-19029	31	1	[	[	X
bracis-19029	31	2	26	26	NUM
bracis-19029	31	3	]	]	PUNCT
bracis-19029	31	4	,	,	PUNCT
bracis-19029	31	5	with	with	ADP
bracis-19029	31	6	online	online	ADJ
bracis-19029	31	7	selection	selection	NOUN
bracis-19029	31	8	of	of	ADP
bracis-19029	31	9	four	four	NUM
bracis-19029	31	10	types	type	NOUN
bracis-19029	31	11	of	of	ADP
bracis-19029	31	12	crossover	crossover	NOUN
bracis-19029	31	13	and	and	CCONJ
bracis-19029	31	14	three	three	NUM
bracis-19029	31	15	mutations	mutation	NOUN
bracis-19029	31	16	for	for	ADP
bracis-19029	31	17	the	the	DET
bracis-19029	31	18	permutation	permutation	NOUN
bracis-19029	31	19	fsp	fsp	NOUN
bracis-19029	31	20	with	with	ADP
bracis-19029	31	21	makespan	makespan	ADV
bracis-19029	31	22	objective	objective	NOUN
bracis-19029	31	23	.	.	PUNCT
bracis-19029	32	1	the	the	DET
bracis-19029	32	2	algorithm	algorithm	NOUN
bracis-19029	32	3	produces	produce	VERB
bracis-19029	32	4	new	new	ADJ
bracis-19029	32	5	offspring	offspring	NOUN
bracis-19029	32	6	using	use	VERB
bracis-19029	32	7	different	different	ADJ
bracis-19029	32	8	operators	operator	NOUN
bracis-19029	32	9	proportional	proportional	ADJ
bracis-19029	32	10	to	to	ADP
bracis-19029	32	11	their	their	PRON
bracis-19029	32	12	contributions	contribution	NOUN
bracis-19029	32	13	on	on	ADP
bracis-19029	32	14	previous	previous	ADJ
bracis-19029	32	15	generations	generation	NOUN
bracis-19029	32	16	.	.	PUNCT
bracis-19029	33	1	results	result	NOUN
bracis-19029	33	2	show	show	VERB
bracis-19029	33	3	that	that	SCONJ
bracis-19029	33	4	the	the	DET
bracis-19029	33	5	adaptive	adaptive	ADJ
bracis-19029	33	6	genetic	genetic	ADJ
bracis-19029	33	7	algorithm	algorithm	NOUN
bracis-19029	33	8	presents	present	VERB
bracis-19029	33	9	a	a	DET
bracis-19029	33	10	good	good	ADJ
bracis-19029	33	11	performance	performance	NOUN
bracis-19029	33	12	when	when	SCONJ
bracis-19029	33	13	compared	compare	VERB
bracis-19029	33	14	with	with	ADP
bracis-19029	33	15	an	an	DET
bracis-19029	33	16	algorithm	algorithm	NOUN
bracis-19029	33	17	with	with	ADP
bracis-19029	33	18	static	static	ADJ
bracis-19029	33	19	parameters	parameter	NOUN
bracis-19029	33	20	and	and	CCONJ
bracis-19029	33	21	uniform	uniform	ADJ
bracis-19029	33	22	selection	selection	NOUN
bracis-19029	33	23	of	of	ADP
bracis-19029	33	24	operators	operator	NOUN
bracis-19029	33	25	.	.	PUNCT
bracis-19029	34	1	a	a	DET
bracis-19029	34	2	hh	hh	NOUN
bracis-19029	34	3	based	base	VERB
bracis-19029	34	4	on	on	ADP
bracis-19029	34	5	variable	variable	ADJ
bracis-19029	34	6	neighborhood	neighborhood	NOUN
bracis-19029	34	7	search	search	NOUN
bracis-19029	34	8	(	(	PUNCT
bracis-19029	34	9	vns	vns	NOUN
bracis-19029	34	10	)	)	PUNCT
bracis-19029	34	11	is	be	AUX
bracis-19029	34	12	proposed	propose	VERB
bracis-19029	34	13	in	in	ADP
bracis-19029	34	14	[	[	X
bracis-19029	34	15	16	16	NUM
bracis-19029	34	16	]	]	PUNCT
bracis-19029	34	17	.	.	PUNCT
bracis-19029	35	1	the	the	DET
bracis-19029	35	2	vns	vns	PROPN
bracis-19029	35	3	strategy	strategy	NOUN
bracis-19029	35	4	adapts	adapt	VERB
bracis-19029	35	5	the	the	DET
bracis-19029	35	6	shaking	shake	VERB
bracis-19029	35	7	mechanism	mechanism	NOUN
bracis-19029	35	8	and	and	CCONJ
bracis-19029	35	9	local	local	ADJ
bracis-19029	35	10	search	search	NOUN
bracis-19029	35	11	,	,	PUNCT
bracis-19029	35	12	providing	provide	VERB
bracis-19029	35	13	different	different	ADJ
bracis-19029	35	14	low	low	ADJ
bracis-19029	35	15	-	-	PUNCT
bracis-19029	35	16	level	level	NOUN
bracis-19029	35	17	heuristics	heuristic	NOUN
bracis-19029	35	18	.	.	PUNCT
bracis-19029	36	1	the	the	DET
bracis-19029	36	2	shaking	shake	VERB
bracis-19029	36	3	is	be	AUX
bracis-19029	36	4	adapted	adapt	VERB
bracis-19029	36	5	by	by	ADP
bracis-19029	36	6	maintaining	maintain	VERB
bracis-19029	36	7	a	a	DET
bracis-19029	36	8	tabu	tabu	NOUN
bracis-19029	36	9	-	-	PUNCT
bracis-19029	36	10	list	list	NOUN
bracis-19029	36	11	of	of	ADP
bracis-19029	36	12	non	non	ADJ
bracis-19029	36	13	-	-	ADJ
bracis-19029	36	14	improving	improve	VERB
bracis-19029	36	15	heuristics	heuristic	NOUN
bracis-19029	36	16	,	,	PUNCT
bracis-19029	36	17	while	while	SCONJ
bracis-19029	36	18	different	different	ADJ
bracis-19029	36	19	local	local	ADJ
bracis-19029	36	20	searches	search	NOUN
bracis-19029	36	21	are	be	AUX
bracis-19029	36	22	chosen	choose	VERB
bracis-19029	36	23	greedily	greedily	ADV
bracis-19029	36	24	on	on	ADP
bracis-19029	36	25	a	a	DET
bracis-19029	36	26	rank	rank	NOUN
bracis-19029	36	27	metric	metric	NOUN
bracis-19029	36	28	based	base	VERB
bracis-19029	36	29	on	on	ADP
bracis-19029	36	30	improving	improve	VERB
bracis-19029	36	31	moves	move	NOUN
bracis-19029	36	32	.	.	PUNCT
bracis-19029	37	1	the	the	DET
bracis-19029	37	2	proposal	proposal	NOUN
bracis-19029	37	3	performs	perform	VERB
bracis-19029	37	4	well	well	ADV
bracis-19029	37	5	on	on	ADP
bracis-19029	37	6	four	four	NUM
bracis-19029	37	7	different	different	ADJ
bracis-19029	37	8	combinatorial	combinatorial	ADJ
bracis-19029	37	9	optimization	optimization	NOUN
bracis-19029	37	10	problems	problem	NOUN
bracis-19029	37	11	,	,	PUNCT
bracis-19029	37	12	including	include	VERB
bracis-19029	37	13	permutation	permutation	NOUN
bracis-19029	37	14	fsps	fsp	NOUN
bracis-19029	37	15	.	.	PUNCT
bracis-19029	38	1	another	another	DET
bracis-19029	38	2	related	related	ADJ
bracis-19029	38	3	work	work	NOUN
bracis-19029	38	4	is	be	AUX
bracis-19029	38	5	presented	present	VERB
bracis-19029	38	6	in	in	ADP
bracis-19029	38	7	[	[	X
bracis-19029	38	8	25	25	NUM
bracis-19029	38	9	]	]	PUNCT
bracis-19029	38	10	,	,	PUNCT
bracis-19029	38	11	using	use	VERB
bracis-19029	38	12	the	the	DET
bracis-19029	38	13	iterated	iterated	ADJ
bracis-19029	38	14	local	local	ADJ
bracis-19029	38	15	search	search	NOUN
bracis-19029	38	16	(	(	PUNCT
bracis-19029	38	17	ils	ils	PROPN
bracis-19029	38	18	)	)	PUNCT
bracis-19029	38	19	with	with	ADP
bracis-19029	38	20	different	different	ADJ
bracis-19029	38	21	neighborhood	neighborhood	NOUN
bracis-19029	38	22	types	type	NOUN
bracis-19029	38	23	.	.	PUNCT
bracis-19029	39	1	a	a	DET
bracis-19029	39	2	greedy	greedy	ADJ
bracis-19029	39	3	strategy	strategy	NOUN
bracis-19029	39	4	selects	select	VERB
bracis-19029	39	5	the	the	DET
bracis-19029	39	6	best	good	ADJ
bracis-19029	39	7	neighborhood	neighborhood	NOUN
bracis-19029	39	8	based	base	VERB
bracis-19029	39	9	on	on	ADP
bracis-19029	39	10	the	the	DET
bracis-19029	39	11	fitness	fitness	NOUN
bracis-19029	39	12	improvement	improvement	NOUN
bracis-19029	39	13	,	,	PUNCT
bracis-19029	39	14	number	number	NOUN
bracis-19029	39	15	of	of	ADP
bracis-19029	39	16	times	time	NOUN
bracis-19029	39	17	each	each	DET
bracis-19029	39	18	operator	operator	NOUN
bracis-19029	39	19	is	be	AUX
bracis-19029	39	20	used	use	VERB
bracis-19029	39	21	and	and	CCONJ
bracis-19029	39	22	the	the	DET
bracis-19029	39	23	time	time	NOUN
bracis-19029	39	24	to	to	PART
bracis-19029	39	25	perform	perform	VERB
bracis-19029	39	26	the	the	DET
bracis-19029	39	27	local	local	ADJ
bracis-19029	39	28	search	search	NOUN
bracis-19029	39	29	.	.	PUNCT
bracis-19029	40	1	results	result	NOUN
bracis-19029	40	2	show	show	VERB
bracis-19029	40	3	advantages	advantage	NOUN
bracis-19029	40	4	on	on	ADP
bracis-19029	40	5	problems	problem	NOUN
bracis-19029	40	6	considering	consider	VERB
bracis-19029	40	7	makespan	makespan	ADV
bracis-19029	40	8	,	,	PUNCT
bracis-19029	40	9	as	as	ADV
bracis-19029	40	10	well	well	ADV
bracis-19029	40	11	as	as	ADP
bracis-19029	40	12	flowtime	flowtime	ADJ
bracis-19029	40	13	objective	objective	NOUN
bracis-19029	40	14	.	.	PUNCT
bracis-19029	41	1	a	a	DET
bracis-19029	41	2	recent	recent	ADJ
bracis-19029	41	3	work	work	NOUN
bracis-19029	41	4	 	 	SPACE
bracis-19029	42	1	[	[	X
bracis-19029	42	2	3	3	X
bracis-19029	42	3	]	]	PUNCT
bracis-19029	42	4	proposes	propose	VERB
bracis-19029	42	5	an	an	DET
bracis-19029	42	6	iterated	iterated	ADJ
bracis-19029	42	7	greedy	greedy	ADJ
bracis-19029	42	8	(	(	PUNCT
bracis-19029	42	9	ig	ig	NOUN
bracis-19029	42	10	)	)	PUNCT
bracis-19029	42	11	algorithm	algorithm	NOUN
bracis-19029	42	12	enhanced	enhance	VERB
bracis-19029	42	13	by	by	ADP
bracis-19029	42	14	hyper	hyper	NOUN
bracis-19029	42	15	-	-	NOUN
bracis-19029	42	16	heuristics	heuristic	NOUN
bracis-19029	42	17	to	to	PART
bracis-19029	42	18	solve	solve	VERB
bracis-19029	42	19	hybrid	hybrid	ADJ
bracis-19029	42	20	flexible	flexible	ADJ
bracis-19029	42	21	fsps	fsp	NOUN
bracis-19029	42	22	with	with	ADP
bracis-19029	42	23	setup	setup	NOUN
bracis-19029	42	24	times	time	NOUN
bracis-19029	42	25	.	.	PUNCT
bracis-19029	43	1	ig	ig	PROPN
bracis-19029	43	2	is	be	AUX
bracis-19029	43	3	a	a	DET
bracis-19029	43	4	metaheuristic	metaheuristic	ADJ
bracis-19029	43	5	with	with	ADP
bracis-19029	43	6	excellent	excellent	ADJ
bracis-19029	43	7	results	result	NOUN
bracis-19029	43	8	for	for	ADP
bracis-19029	43	9	some	some	DET
bracis-19029	43	10	fsp	fsp	NOUN
bracis-19029	43	11	variants	variant	NOUN
bracis-19029	43	12	.	.	PUNCT
bracis-19029	44	1	it	it	PRON
bracis-19029	44	2	is	be	AUX
bracis-19029	44	3	based	base	VERB
bracis-19029	44	4	on	on	ADP
bracis-19029	44	5	initialization	initialization	NOUN
bracis-19029	44	6	-	-	PUNCT
bracis-19029	44	7	destruction	destruction	NOUN
bracis-19029	44	8	-	-	PUNCT
bracis-19029	44	9	construction	construction	NOUN
bracis-19029	44	10	phases	phase	NOUN
bracis-19029	44	11	,	,	PUNCT
bracis-19029	44	12	followed	follow	VERB
bracis-19029	44	13	by	by	ADP
bracis-19029	44	14	a	a	DET
bracis-19029	44	15	local	local	ADJ
bracis-19029	44	16	search	search	NOUN
bracis-19029	44	17	,	,	PUNCT
bracis-19029	44	18	which	which	PRON
bracis-19029	44	19	provides	provide	VERB
bracis-19029	44	20	at	at	ADP
bracis-19029	44	21	the	the	DET
bracis-19029	44	22	end	end	NOUN
bracis-19029	44	23	a	a	DET
bracis-19029	44	24	solution	solution	NOUN
bracis-19029	44	25	that	that	PRON
bracis-19029	44	26	can	can	AUX
bracis-19029	44	27	be	be	AUX
bracis-19029	44	28	accepted	accept	VERB
bracis-19029	44	29	or	or	CCONJ
bracis-19029	44	30	discarded	discard	VERB
bracis-19029	44	31	depending	depend	VERB
bracis-19029	44	32	on	on	ADP
bracis-19029	44	33	an	an	DET
bracis-19029	44	34	acceptance	acceptance	NOUN
bracis-19029	44	35	criterion	criterion	NOUN
bracis-19029	44	36	.	.	PUNCT
bracis-19029	45	1	in	in	ADP
bracis-19029	45	2	[	[	X
bracis-19029	45	3	3	3	NUM
bracis-19029	45	4	]	]	PUNCT
bracis-19029	45	5	,	,	PUNCT
bracis-19029	45	6	the	the	DET
bracis-19029	45	7	neighborhood	neighborhood	NOUN
bracis-19029	45	8	types	type	NOUN
bracis-19029	45	9	used	use	VERB
bracis-19029	45	10	by	by	ADP
bracis-19029	45	11	the	the	DET
bracis-19029	45	12	local	local	ADJ
bracis-19029	45	13	search	search	NOUN
bracis-19029	45	14	(	(	PUNCT
bracis-19029	45	15	swap	swap	NOUN
bracis-19029	45	16	,	,	PUNCT
bracis-19029	45	17	insert	insert	ADJ
bracis-19029	45	18	and	and	CCONJ
bracis-19029	45	19	inverse	inverse	NOUN
bracis-19029	45	20	)	)	PUNCT
bracis-19029	45	21	are	be	AUX
bracis-19029	45	22	considered	consider	VERB
bracis-19029	45	23	the	the	DET
bracis-19029	45	24	low	low	ADJ
bracis-19029	45	25	-	-	PUNCT
bracis-19029	45	26	level	level	NOUN
bracis-19029	45	27	heuristics	heuristic	NOUN
bracis-19029	45	28	to	to	PART
bracis-19029	45	29	be	be	AUX
bracis-19029	45	30	selected	select	VERB
bracis-19029	45	31	during	during	ADP
bracis-19029	45	32	the	the	DET
bracis-19029	45	33	search	search	NOUN
bracis-19029	45	34	.	.	PUNCT
bracis-19029	46	1	the	the	DET
bracis-19029	46	2	enhanced	enhanced	ADJ
bracis-19029	46	3	ig	ig	PROPN
bracis-19029	46	4	is	be	AUX
bracis-19029	46	5	competitive	competitive	ADJ
bracis-19029	46	6	while	while	SCONJ
bracis-19029	46	7	solving	solve	VERB
bracis-19029	46	8	real	real	ADJ
bracis-19029	46	9	-	-	PUNCT
bracis-19029	46	10	world	world	NOUN
bracis-19029	46	11	instances	instance	NOUN
bracis-19029	46	12	.	.	PUNCT
bracis-19029	47	1	inspired	inspire	VERB
bracis-19029	47	2	by	by	ADP
bracis-19029	47	3	the	the	DET
bracis-19029	47	4	fact	fact	NOUN
bracis-19029	47	5	that	that	SCONJ
bracis-19029	47	6	ig	ig	PROPN
bracis-19029	47	7	has	have	AUX
bracis-19029	47	8	been	be	AUX
bracis-19029	47	9	adapted	adapt	VERB
bracis-19029	47	10	,	,	PUNCT
bracis-19029	47	11	presents	present	VERB
bracis-19029	47	12	good	good	ADJ
bracis-19029	47	13	performance	performance	NOUN
bracis-19029	47	14	on	on	ADP
bracis-19029	47	15	several	several	ADJ
bracis-19029	47	16	combinatorial	combinatorial	ADJ
bracis-19029	47	17	optimization	optimization	NOUN
bracis-19029	47	18	problems	problem	NOUN
bracis-19029	47	19	,	,	PUNCT
bracis-19029	47	20	and	and	CCONJ
bracis-19029	47	21	performs	perform	VERB
bracis-19029	47	22	particularly	particularly	ADV
bracis-19029	47	23	well	well	ADV
bracis-19029	47	24	on	on	ADP
bracis-19029	47	25	permutation	permutation	NOUN
bracis-19029	47	26	fsp	fsp	PROPN
bracis-19029	47	27	 	 	SPACE
bracis-19029	48	1	[	[	X
bracis-19029	48	2	18	18	NUM
bracis-19029	48	3	]	]	PUNCT
bracis-19029	48	4	,	,	PUNCT
bracis-19029	48	5	in	in	ADP
bracis-19029	48	6	the	the	DET
bracis-19029	48	7	present	present	ADJ
bracis-19029	48	8	paper	paper	NOUN
bracis-19029	48	9	we	we	PRON
bracis-19029	48	10	propose	propose	VERB
bracis-19029	48	11	and	and	CCONJ
bracis-19029	48	12	analyze	analyze	VERB
bracis-19029	48	13	different	different	ADJ
bracis-19029	48	14	dynamic	dynamic	ADJ
bracis-19029	48	15	strategies	strategy	NOUN
bracis-19029	48	16	used	use	VERB
bracis-19029	48	17	by	by	ADP
bracis-19029	48	18	a	a	DET
bracis-19029	48	19	hyper	hyper	NOUN
bracis-19029	48	20	-	-	NOUN
bracis-19029	48	21	heuristic	heuristic	NOUN
bracis-19029	48	22	for	for	ADP
bracis-19029	48	23	selecting	select	VERB
bracis-19029	48	24	ig	ig	PROPN
bracis-19029	48	25	components	component	NOUN
bracis-19029	48	26	.	.	PUNCT
bracis-19029	49	1	by	by	ADP
bracis-19029	49	2	adapting	adapt	VERB
bracis-19029	49	3	different	different	ADJ
bracis-19029	49	4	components	component	NOUN
bracis-19029	49	5	like	like	ADP
bracis-19029	49	6	destruction	destruction	NOUN
bracis-19029	49	7	size	size	NOUN
bracis-19029	49	8	and	and	CCONJ
bracis-19029	49	9	position	position	NOUN
bracis-19029	49	10	,	,	PUNCT
bracis-19029	49	11	neighborhood	neighborhood	NOUN
bracis-19029	49	12	size	size	NOUN
bracis-19029	49	13	,	,	PUNCT
bracis-19029	49	14	perturbation	perturbation	NOUN
bracis-19029	49	15	,	,	PUNCT
bracis-19029	49	16	local	local	ADJ
bracis-19029	49	17	search	search	NOUN
bracis-19029	49	18	and	and	CCONJ
bracis-19029	49	19	its	its	PRON
bracis-19029	49	20	focus	focus	NOUN
bracis-19029	49	21	,	,	PUNCT
bracis-19029	49	22	the	the	DET
bracis-19029	49	23	proposed	propose	VERB
bracis-19029	49	24	hh	hh	PROPN
bracis-19029	49	25	is	be	AUX
bracis-19029	49	26	tested	test	VERB
bracis-19029	49	27	with	with	ADP
bracis-19029	49	28	distinct	distinct	ADJ
bracis-19029	49	29	dynamic	dynamic	ADJ
bracis-19029	49	30	adaptation	adaptation	NOUN
bracis-19029	49	31	strategies	strategy	NOUN
bracis-19029	49	32	:	:	PUNCT
bracis-19029	49	33	random	random	ADJ
bracis-19029	49	34	,	,	PUNCT
bracis-19029	49	35	\(\epsilon	\(\epsilon	NOUN
bracis-19029	49	36	\)-greedy	\)-greedy	ADJ
bracis-19029	49	37	,	,	PUNCT
bracis-19029	49	38	probability	probability	NOUN
bracis-19029	49	39	matching	matching	NOUN
bracis-19029	49	40	,	,	PUNCT
bracis-19029	49	41	multi	multi	ADJ
bracis-19029	49	42	-	-	ADJ
bracis-19029	49	43	armed	armed	ADJ
bracis-19029	49	44	bandit	bandit	NOUN
bracis-19029	49	45	,	,	PUNCT
bracis-19029	49	46	linucb	linucb	NOUN
bracis-19029	49	47	,	,	PUNCT
bracis-19029	49	48	and	and	CCONJ
bracis-19029	49	49	thompson	thompson	NOUN
bracis-19029	49	50	sampling	sampling	NOUN
bracis-19029	49	51	.	.	PUNCT
bracis-19029	50	1	the	the	DET
bracis-19029	50	2	most	most	ADV
bracis-19029	50	3	suitable	suitable	ADJ
bracis-19029	50	4	hyper	hyper	NOUN
bracis-19029	50	5	-	-	NOUN
bracis-19029	50	6	parameters	parameter	NOUN
bracis-19029	50	7	of	of	ADP
bracis-19029	50	8	each	each	DET
bracis-19029	50	9	strategy	strategy	NOUN
bracis-19029	50	10	are	be	AUX
bracis-19029	50	11	set	set	VERB
bracis-19029	50	12	in	in	ADP
bracis-19029	50	13	the	the	DET
bracis-19029	50	14	tuning	tuning	NOUN
bracis-19029	50	15	phase	phase	NOUN
bracis-19029	50	16	performed	perform	VERB
bracis-19029	50	17	by	by	ADP
bracis-19029	50	18	irace	irace	NOUN
bracis-19029	50	19	.	.	PUNCT
bracis-19029	51	1	the	the	DET
bracis-19029	51	2	proposal	proposal	NOUN
bracis-19029	51	3	’s	’s	PART
bracis-19029	51	4	performance	performance	NOUN
bracis-19029	51	5	is	be	AUX
bracis-19029	51	6	evaluated	evaluate	VERB
bracis-19029	51	7	on	on	ADP
bracis-19029	51	8	three	three	NUM
bracis-19029	51	9	formulations	formulation	NOUN
bracis-19029	51	10	(	(	PUNCT
bracis-19029	51	11	constraints	constraint	NOUN
bracis-19029	51	12	)	)	PUNCT
bracis-19029	51	13	of	of	ADP
bracis-19029	51	14	fsps	fsp	NOUN
bracis-19029	51	15	,	,	PUNCT
bracis-19029	51	16	with	with	ADP
bracis-19029	51	17	four	four	NUM
bracis-19029	51	18	different	different	ADJ
bracis-19029	51	19	sizes	size	NOUN
bracis-19029	51	20	,	,	PUNCT
bracis-19029	51	21	two	two	NUM
bracis-19029	51	22	objectives	objective	NOUN
bracis-19029	51	23	,	,	PUNCT
bracis-19029	51	24	and	and	CCONJ
bracis-19029	51	25	four	four	NUM
bracis-19029	51	26	processing	processing	NOUN
bracis-19029	51	27	time	time	NOUN
bracis-19029	51	28	distributions	distribution	NOUN
bracis-19029	51	29	.	.	PUNCT
bracis-19029	52	1	this	this	DET
bracis-19029	52	2	way	way	NOUN
bracis-19029	52	3	,	,	PUNCT
bracis-19029	52	4	we	we	PRON
bracis-19029	52	5	intent	intent	VERB
bracis-19029	52	6	to	to	PART
bracis-19029	52	7	contribute	contribute	VERB
bracis-19029	52	8	to	to	ADP
bracis-19029	52	9	the	the	DET
bracis-19029	52	10	fsp	fsp	PROPN
bracis-19029	52	11	understanding	understanding	NOUN
bracis-19029	52	12	and	and	CCONJ
bracis-19029	52	13	to	to	PART
bracis-19029	52	14	find	find	VERB
bracis-19029	52	15	general	general	ADJ
bracis-19029	52	16	strategies	strategy	NOUN
bracis-19029	52	17	for	for	ADP
bracis-19029	52	18	solving	solve	VERB
bracis-19029	52	19	different	different	ADJ
bracis-19029	52	20	formulations	formulation	NOUN
bracis-19029	52	21	of	of	ADP
bracis-19029	52	22	the	the	DET
bracis-19029	52	23	problem	problem	NOUN
bracis-19029	52	24	.	.	PUNCT
bracis-19029	53	1	the	the	DET
bracis-19029	53	2	main	main	ADJ
bracis-19029	53	3	contributions	contribution	NOUN
bracis-19029	53	4	of	of	ADP
bracis-19029	53	5	the	the	DET
bracis-19029	53	6	paper	paper	NOUN
bracis-19029	53	7	can	can	AUX
bracis-19029	53	8	be	be	AUX
bracis-19029	53	9	summarized	summarize	VERB
bracis-19029	53	10	as	as	ADP
bracis-19029	53	11	:	:	PUNCT
bracis-19029	53	12	(	(	PUNCT
bracis-19029	53	13	i	i	NOUN
bracis-19029	53	14	)	)	PUNCT
bracis-19029	53	15	adapting	adapt	VERB
bracis-19029	53	16	six	six	NUM
bracis-19029	53	17	different	different	ADJ
bracis-19029	53	18	ig	ig	PROPN
bracis-19029	53	19	components	component	NOUN
bracis-19029	53	20	;	;	PUNCT
bracis-19029	53	21	(	(	PUNCT
bracis-19029	53	22	ii	ii	NOUN
bracis-19029	53	23	)	)	PUNCT
bracis-19029	53	24	testing	test	VERB
bracis-19029	53	25	six	six	NUM
bracis-19029	53	26	different	different	ADJ
bracis-19029	53	27	dynamic	dynamic	ADJ
bracis-19029	53	28	learning	learning	NOUN
bracis-19029	53	29	strategies	strategy	NOUN
bracis-19029	53	30	in	in	ADP
bracis-19029	53	31	the	the	DET
bracis-19029	53	32	proposed	propose	VERB
bracis-19029	53	33	hh	hh	PROPN
bracis-19029	53	34	;	;	PUNCT
bracis-19029	53	35	(	(	PUNCT
bracis-19029	53	36	iii	iii	X
bracis-19029	53	37	)	)	PUNCT
bracis-19029	53	38	tuning	tune	VERB
bracis-19029	53	39	main	main	ADJ
bracis-19029	53	40	hh	hh	ADP
bracis-19029	53	41	hyper	hyper	NOUN
bracis-19029	53	42	-	-	NOUN
bracis-19029	53	43	parameters	parameter	NOUN
bracis-19029	53	44	;	;	PUNCT
bracis-19029	53	45	(	(	PUNCT
bracis-19029	53	46	iv	iv	X
bracis-19029	53	47	)	)	PUNCT
bracis-19029	53	48	 	 	SPACE
bracis-19029	53	49	addressing	address	VERB
bracis-19029	53	50	several	several	ADJ
bracis-19029	53	51	fsp	fsp	NOUN
bracis-19029	53	52	variants	variant	NOUN
bracis-19029	53	53	;	;	PUNCT
bracis-19029	53	54	(	(	PUNCT
bracis-19029	53	55	v	v	X
bracis-19029	53	56	)	)	PUNCT
bracis-19029	53	57	providing	provide	VERB
bracis-19029	53	58	a	a	DET
bracis-19029	53	59	high	high	ADJ
bracis-19029	53	60	performance	performance	NOUN
bracis-19029	53	61	adaptive	adaptive	ADJ
bracis-19029	53	62	ig	ig	PROPN
bracis-19029	53	63	capable	capable	ADJ
bracis-19029	53	64	of	of	ADP
bracis-19029	53	65	outperforming	outperform	VERB
bracis-19029	53	66	the	the	DET
bracis-19029	53	67	standard	standard	NOUN
bracis-19029	53	68	ig	ig	PRON
bracis-19029	53	69	 	 	SPACE
bracis-19029	53	70	[	[	X
bracis-19029	53	71	18	18	NUM
bracis-19029	53	72	]	]	PUNCT
bracis-19029	53	73	in	in	ADP
bracis-19029	53	74	many	many	ADJ
bracis-19029	53	75	fsp	fsp	NOUN
bracis-19029	53	76	variants	variant	NOUN
bracis-19029	53	77	.	.	PUNCT
bracis-19029	54	1	as	as	ADV
bracis-19029	54	2	far	far	ADV
bracis-19029	54	3	as	as	SCONJ
bracis-19029	54	4	we	we	PRON
bracis-19029	54	5	know	know	VERB
bracis-19029	54	6	,	,	PUNCT
bracis-19029	54	7	there	there	PRON
bracis-19029	54	8	is	be	VERB
bracis-19029	54	9	no	no	DET
bracis-19029	54	10	other	other	ADJ
bracis-19029	54	11	previous	previous	ADJ
bracis-19029	54	12	work	work	NOUN
bracis-19029	54	13	considering	consider	VERB
bracis-19029	54	14	different	different	ADJ
bracis-19029	54	15	hhs	hhs	PROPN
bracis-19029	54	16	with	with	ADP
bracis-19029	54	17	dynamic	dynamic	ADJ
bracis-19029	54	18	learning	learning	NOUN
bracis-19029	54	19	to	to	ADP
bracis-19029	54	20	fsp	fsp	PROPN
bracis-19029	54	21	.	.	PUNCT
bracis-19029	55	1	moreover	moreover	ADV
bracis-19029	55	2	,	,	PUNCT
bracis-19029	55	3	no	no	DET
bracis-19029	55	4	other	other	ADJ
bracis-19029	55	5	previous	previous	ADJ
bracis-19029	55	6	work	work	NOUN
bracis-19029	55	7	considers	consider	VERB
bracis-19029	55	8	the	the	DET
bracis-19029	55	9	simultaneously	simultaneously	ADV
bracis-19029	55	10	adaptation	adaptation	NOUN
bracis-19029	55	11	of	of	ADP
bracis-19029	55	12	multiple	multiple	ADJ
bracis-19029	55	13	ig	ig	PROPN
bracis-19029	55	14	components	component	NOUN
bracis-19029	55	15	.	.	PUNCT
bracis-19029	56	1	finally	finally	ADV
bracis-19029	56	2	,	,	PUNCT
bracis-19029	56	3	there	there	PRON
bracis-19029	56	4	is	be	VERB
bracis-19029	56	5	no	no	DET
bracis-19029	56	6	reported	report	VERB
bracis-19029	56	7	results	result	NOUN
bracis-19029	56	8	with	with	ADP
bracis-19029	56	9	hh	hh	PROPN
bracis-19029	56	10	outperforming	outperforming	NOUN
bracis-19029	56	11	standard	standard	NOUN
bracis-19029	56	12	ig	ig	PROPN
bracis-19029	56	13	on	on	ADP
bracis-19029	56	14	different	different	ADJ
bracis-19029	56	15	fsp	fsp	NOUN
bracis-19029	56	16	types	type	NOUN
bracis-19029	56	17	.	.	PUNCT
bracis-19029	57	1	the	the	DET
bracis-19029	57	2	paper	paper	NOUN
bracis-19029	57	3	is	be	AUX
bracis-19029	57	4	organized	organize	VERB
bracis-19029	57	5	as	as	SCONJ
bracis-19029	57	6	follows	follow	VERB
bracis-19029	57	7	.	.	PUNCT
bracis-19029	58	1	section	section	NOUN
bracis-19029	58	2	 	 	SPACE
bracis-19029	58	3	2	2	NUM
bracis-19029	58	4	discusses	discuss	VERB
bracis-19029	58	5	the	the	DET
bracis-19029	58	6	basic	basic	ADJ
bracis-19029	58	7	concepts	concept	NOUN
bracis-19029	58	8	necessary	necessary	ADJ
bracis-19029	58	9	to	to	PART
bracis-19029	58	10	understand	understand	VERB
bracis-19029	58	11	the	the	DET
bracis-19029	58	12	proposal	proposal	NOUN
bracis-19029	58	13	.	.	PUNCT
bracis-19029	59	1	section	section	NOUN
bracis-19029	59	2	 	 	SPACE
bracis-19029	59	3	3	3	NUM
bracis-19029	59	4	details	detail	NOUN
bracis-19029	59	5	the	the	DET
bracis-19029	59	6	adaptive	adaptive	ADJ
bracis-19029	59	7	ig	ig	PROPN
bracis-19029	59	8	that	that	PRON
bracis-19029	59	9	is	be	AUX
bracis-19029	59	10	being	be	AUX
bracis-19029	59	11	proposed	propose	VERB
bracis-19029	59	12	here	here	ADV
bracis-19029	59	13	.	.	PUNCT
bracis-19029	60	1	the	the	DET
bracis-19029	60	2	methodology	methodology	NOUN
bracis-19029	60	3	adopted	adopt	VERB
bracis-19029	60	4	in	in	ADP
bracis-19029	60	5	the	the	DET
bracis-19029	60	6	experiments	experiment	NOUN
bracis-19029	60	7	is	be	AUX
bracis-19029	60	8	described	describe	VERB
bracis-19029	60	9	in	in	ADP
bracis-19029	60	10	sect	sect	NOUN
bracis-19029	60	11	.	.	PUNCT
bracis-19029	60	12	 	 	SPACE
bracis-19029	61	1	4	4	X
bracis-19029	61	2	.	.	PUNCT
bracis-19029	61	3	results	result	NOUN
bracis-19029	61	4	are	be	AUX
bracis-19029	61	5	presented	present	VERB
bracis-19029	61	6	and	and	CCONJ
bracis-19029	61	7	analyzed	analyze	VERB
bracis-19029	61	8	in	in	ADP
bracis-19029	61	9	sect	sect	NOUN
bracis-19029	61	10	.	.	PUNCT
bracis-19029	61	11	 	 	SPACE
bracis-19029	62	1	5	5	NUM
bracis-19029	62	2	.	.	PUNCT
bracis-19029	63	1	finally	finally	ADV
bracis-19029	63	2	,	,	PUNCT
bracis-19029	63	3	sect	sect	NOUN
bracis-19029	63	4	.	.	PUNCT
bracis-19029	63	5	 	 	SPACE
bracis-19029	63	6	6	6	NUM
bracis-19029	63	7	concludes	conclude	VERB
bracis-19029	63	8	the	the	DET
bracis-19029	63	9	paper	paper	NOUN
bracis-19029	63	10	and	and	CCONJ
bracis-19029	63	11	discusses	discuss	VERB
bracis-19029	63	12	future	future	ADJ
bracis-19029	63	13	perspectives	perspective	NOUN
bracis-19029	63	14	.	.	PUNCT
bracis-19029	64	1	2	2	NUM
bracis-19029	64	2	background	background	NOUN
bracis-19029	64	3	this	this	DET
bracis-19029	64	4	section	section	NOUN
bracis-19029	64	5	presents	present	VERB
bracis-19029	64	6	the	the	DET
bracis-19029	64	7	basic	basic	ADJ
bracis-19029	64	8	concepts	concept	NOUN
bracis-19029	64	9	regarding	regard	VERB
bracis-19029	64	10	the	the	DET
bracis-19029	64	11	application	application	NOUN
bracis-19029	64	12	context	context	NOUN
bracis-19029	64	13	(	(	PUNCT
bracis-19029	64	14	sect	sect	NOUN
bracis-19029	64	15	.	.	PUNCT
bracis-19029	64	16	 	 	SPACE
bracis-19029	64	17	2.1	2.1	NUM
bracis-19029	64	18	details	detail	NOUN
bracis-19029	64	19	the	the	DET
bracis-19029	64	20	fsp	fsp	NOUN
bracis-19029	64	21	)	)	PUNCT
bracis-19029	64	22	and	and	CCONJ
bracis-19029	64	23	the	the	DET
bracis-19029	64	24	proposal	proposal	NOUN
bracis-19029	64	25	(	(	PUNCT
bracis-19029	64	26	sect	sect	NOUN
bracis-19029	64	27	.	.	PUNCT
bracis-19029	64	28	 	 	SPACE
bracis-19029	64	29	2.2	2.2	NUM
bracis-19029	64	30	describes	describe	VERB
bracis-19029	64	31	the	the	DET
bracis-19029	64	32	dynamic	dynamic	ADJ
bracis-19029	64	33	adaptive	adaptive	ADJ
bracis-19029	64	34	strategies	strategy	NOUN
bracis-19029	64	35	used	use	VERB
bracis-19029	64	36	by	by	ADP
bracis-19029	64	37	the	the	DET
bracis-19029	64	38	proposed	propose	VERB
bracis-19029	64	39	hyper	hyper	NOUN
bracis-19029	64	40	-	-	NOUN
bracis-19029	64	41	heuristic	heuristic	NOUN
bracis-19029	64	42	)	)	PUNCT
bracis-19029	64	43	.	.	PUNCT
bracis-19029	65	1	2.1	2.1	NUM
bracis-19029	65	2	flowshop	flowshop	NOUN
bracis-19029	65	3	problems	problem	NOUN
bracis-19029	65	4	(	(	PUNCT
bracis-19029	65	5	fsps	fsps	NOUN
bracis-19029	65	6	)	)	PUNCT
bracis-19029	65	7	flowshop	flowshop	NOUN
bracis-19029	65	8	is	be	AUX
bracis-19029	65	9	a	a	DET
bracis-19029	65	10	combinatorial	combinatorial	ADJ
bracis-19029	65	11	optimization	optimization	NOUN
bracis-19029	65	12	problem	problem	NOUN
bracis-19029	65	13	of	of	ADP
bracis-19029	65	14	scheduling	scheduling	NOUN
bracis-19029	65	15	.	.	PUNCT
bracis-19029	66	1	the	the	DET
bracis-19029	66	2	problem	problem	NOUN
bracis-19029	66	3	involves	involve	VERB
bracis-19029	66	4	deciding	decide	VERB
bracis-19029	66	5	how	how	SCONJ
bracis-19029	66	6	\(j\	\(j\	NOUN
bracis-19029	66	7	)	)	PUNCT
bracis-19029	66	8	jobs	job	NOUN
bracis-19029	66	9	will	will	AUX
bracis-19029	66	10	be	be	AUX
bracis-19029	66	11	processed	process	VERB
bracis-19029	66	12	on	on	ADP
bracis-19029	66	13	\(m\	\(m\	ADJ
bracis-19029	66	14	)	)	PUNCT
bracis-19029	66	15	machines	machine	NOUN
bracis-19029	66	16	in	in	ADP
bracis-19029	66	17	series	series	NOUN
bracis-19029	66	18	.	.	PUNCT
bracis-19029	67	1	given	give	VERB
bracis-19029	67	2	the	the	DET
bracis-19029	67	3	processing	processing	NOUN
bracis-19029	67	4	times	time	NOUN
bracis-19029	67	5	on	on	ADP
bracis-19029	67	6	each	each	DET
bracis-19029	67	7	machine	machine	NOUN
bracis-19029	67	8	,	,	PUNCT
bracis-19029	67	9	a	a	DET
bracis-19029	67	10	permutation	permutation	NOUN
bracis-19029	67	11	\(x=	\(x=	NOUN
bracis-19029	67	12	(	(	PUNCT
bracis-19029	67	13	x_0	x_0	PROPN
bracis-19029	67	14	,	,	PUNCT
bracis-19029	67	15	\dots	\dot	NOUN
bracis-19029	67	16	,	,	PUNCT
bracis-19029	67	17	x_j)\	x_j)\	NUM
bracis-19029	67	18	)	)	PUNCT
bracis-19029	67	19	informs	inform	VERB
bracis-19029	67	20	the	the	DET
bracis-19029	67	21	order	order	NOUN
bracis-19029	67	22	jobs	job	NOUN
bracis-19029	67	23	will	will	AUX
bracis-19029	67	24	be	be	AUX
bracis-19029	67	25	executed	execute	VERB
bracis-19029	67	26	on	on	ADP
bracis-19029	67	27	all	all	DET
bracis-19029	67	28	machines	machine	NOUN
bracis-19029	67	29	.	.	PUNCT
bracis-19029	68	1	the	the	DET
bracis-19029	68	2	most	most	ADV
bracis-19029	68	3	common	common	ADJ
bracis-19029	68	4	formulation	formulation	NOUN
bracis-19029	68	5	considers	consider	VERB
bracis-19029	68	6	that	that	SCONJ
bracis-19029	68	7	jobs	job	NOUN
bracis-19029	68	8	and	and	CCONJ
bracis-19029	68	9	machines	machine	NOUN
bracis-19029	68	10	are	be	AUX
bracis-19029	68	11	available	available	ADJ
bracis-19029	68	12	any	any	DET
bracis-19029	68	13	time	time	NOUN
bracis-19029	68	14	,	,	PUNCT
bracis-19029	68	15	with	with	ADP
bracis-19029	68	16	processing	processing	NOUN
bracis-19029	68	17	times	time	NOUN
bracis-19029	68	18	known	know	VERB
bracis-19029	68	19	in	in	ADP
bracis-19029	68	20	advance	advance	NOUN
bracis-19029	68	21	,	,	PUNCT
bracis-19029	68	22	and	and	CCONJ
bracis-19029	68	23	machine	machine	NOUN
bracis-19029	68	24	processes	process	NOUN
bracis-19029	68	25	are	be	AUX
bracis-19029	68	26	sequence	sequence	NOUN
bracis-19029	68	27	-	-	PUNCT
bracis-19029	68	28	independent	independent	ADJ
bracis-19029	68	29	and	and	CCONJ
bracis-19029	68	30	occur	occur	VERB
bracis-19029	68	31	without	without	ADP
bracis-19029	68	32	interruptions	interruption	NOUN
bracis-19029	68	33	[	[	X
bracis-19029	68	34	2	2	NUM
bracis-19029	68	35	]	]	PUNCT
bracis-19029	68	36	.	.	PUNCT
bracis-19029	69	1	in	in	ADP
bracis-19029	69	2	permutation	permutation	NOUN
bracis-19029	69	3	fsps	fsp	NOUN
bracis-19029	69	4	,	,	PUNCT
bracis-19029	69	5	the	the	DET
bracis-19029	69	6	completion	completion	NOUN
bracis-19029	69	7	time	time	NOUN
bracis-19029	69	8	of	of	ADP
bracis-19029	69	9	a	a	DET
bracis-19029	69	10	job	job	NOUN
bracis-19029	69	11	\(x_j\	\(x_j\	PROPN
bracis-19029	69	12	)	)	PUNCT
bracis-19029	69	13	in	in	ADP
bracis-19029	69	14	the	the	DET
bracis-19029	69	15	\(m\)-th	\(m\)-th	PROPN
bracis-19029	69	16	machine	machine	NOUN
bracis-19029	69	17	can	can	AUX
bracis-19029	69	18	be	be	AUX
bracis-19029	69	19	determined	determine	VERB
bracis-19029	69	20	by	by	ADP
bracis-19029	69	21	:	:	PUNCT
bracis-19029	69	22	$	$	SYM
bracis-19029	69	23	$	$	SYM
bracis-19029	69	24	\begin{aligned	\begin{aligne	VERB
bracis-19029	69	25	}	}	PUNCT
bracis-19029	69	26	c_{x_j	c_{x_j	NOUN
bracis-19029	69	27	,	,	PUNCT
bracis-19029	69	28	m	m	NOUN
bracis-19029	69	29	}	}	PUNCT
bracis-19029	69	30	=	=	SYM
bracis-19029	69	31	\max	\max	PROPN
bracis-19029	69	32	(	(	PUNCT
bracis-19029	69	33	c_{x_j	c_{x_j	NOUN
bracis-19029	69	34	,	,	PUNCT
bracis-19029	69	35	m	m	NOUN
bracis-19029	69	36	}	}	PUNCT
bracis-19029	69	37	,	,	PUNCT
bracis-19029	69	38	c_{x_{j-1},m	c_{x_{j-1},m	PROPN
bracis-19029	69	39	}	}	PUNCT
bracis-19029	69	40	)	)	PUNCT
bracis-19029	70	1	+	+	CCONJ
bracis-19029	70	2	p_{x_j	p_{x_j	ADJ
bracis-19029	70	3	,	,	PUNCT
bracis-19029	70	4	m	m	VERB
bracis-19029	70	5	}	}	PUNCT
bracis-19029	70	6	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	70	7	(	(	PUNCT
bracis-19029	70	8	1	1	NUM
bracis-19029	70	9	)	)	PUNCT
bracis-19029	71	1	where	where	SCONJ
bracis-19029	71	2	\(p_{x_j	\(p_{x_j	NOUN
bracis-19029	71	3	,	,	PUNCT
bracis-19029	71	4	m}\	m}\	PROPN
bracis-19029	71	5	)	)	PUNCT
bracis-19029	71	6	is	be	AUX
bracis-19029	71	7	the	the	DET
bracis-19029	71	8	processing	processing	NOUN
bracis-19029	71	9	time	time	NOUN
bracis-19029	71	10	of	of	ADP
bracis-19029	71	11	job	job	NOUN
bracis-19029	71	12	\(x_j\	\(x_j\	PROPN
bracis-19029	71	13	)	)	PUNCT
bracis-19029	71	14	on	on	ADP
bracis-19029	71	15	machine	machine	NOUN
bracis-19029	71	16	\(m\	\(m\	NOUN
bracis-19029	71	17	)	)	PUNCT
bracis-19029	71	18	.	.	PUNCT
bracis-19029	72	1	two	two	NUM
bracis-19029	72	2	common	common	ADJ
bracis-19029	72	3	objectives	objective	NOUN
bracis-19029	72	4	in	in	ADP
bracis-19029	72	5	fsps	fsp	NOUN
bracis-19029	72	6	are	be	AUX
bracis-19029	72	7	makespan	makespan	ADJ
bracis-19029	72	8	and	and	CCONJ
bracis-19029	72	9	flowtime	flowtime	ADJ
bracis-19029	72	10	.	.	PUNCT
bracis-19029	73	1	makespan	makespan	PROPN
bracis-19029	73	2	is	be	AUX
bracis-19029	73	3	the	the	DET
bracis-19029	73	4	time	time	NOUN
bracis-19029	73	5	required	require	VERB
bracis-19029	73	6	to	to	PART
bracis-19029	73	7	complete	complete	VERB
bracis-19029	73	8	all	all	DET
bracis-19029	73	9	jobs	job	NOUN
bracis-19029	73	10	,	,	PUNCT
bracis-19029	73	11	i.e.	i.e.	X
bracis-19029	73	12	,	,	PUNCT
bracis-19029	73	13	\(\max	\(\max	VERB
bracis-19029	73	14	_	_	PRON
bracis-19029	73	15	jc_{x_j	jc_{x_j	NOUN
bracis-19029	73	16	,	,	PUNCT
bracis-19029	73	17	m}\	m}\	PROPN
bracis-19029	73	18	)	)	PUNCT
bracis-19029	73	19	,	,	PUNCT
bracis-19029	73	20	and	and	CCONJ
bracis-19029	73	21	flowtime	flowtime	NOUN
bracis-19029	73	22	is	be	AUX
bracis-19029	73	23	the	the	DET
bracis-19029	73	24	sum	sum	NOUN
bracis-19029	73	25	of	of	ADP
bracis-19029	73	26	all	all	DET
bracis-19029	73	27	completion	completion	NOUN
bracis-19029	73	28	times	time	NOUN
bracis-19029	73	29	,	,	PUNCT
bracis-19029	73	30	\(\sum	\(\sum	VERB
bracis-19029	74	1	_	_	PRON
bracis-19029	74	2	jc_{x_j	jc_{x_j	NOUN
bracis-19029	74	3	,	,	PUNCT
bracis-19029	74	4	m}\	m}\	NUM
bracis-19029	74	5	)	)	PUNCT
bracis-19029	74	6	.	.	PUNCT
bracis-19029	75	1	besides	besides	SCONJ
bracis-19029	75	2	the	the	DET
bracis-19029	75	3	permutation	permutation	NOUN
bracis-19029	75	4	fsps	fsp	VERB
bracis-19029	75	5	formulations	formulation	NOUN
bracis-19029	75	6	,	,	PUNCT
bracis-19029	75	7	other	other	ADJ
bracis-19029	75	8	variants	variant	NOUN
bracis-19029	75	9	like	like	ADP
bracis-19029	75	10	the	the	PRON
bracis-19029	75	11	no	no	DET
bracis-19029	75	12	-	-	PUNCT
bracis-19029	75	13	wait	wait	NOUN
bracis-19029	75	14	and	and	CCONJ
bracis-19029	75	15	no	no	DET
bracis-19029	75	16	-	-	PUNCT
bracis-19029	75	17	idle	idle	ADJ
bracis-19029	75	18	include	include	VERB
bracis-19029	75	19	constraints	constraint	NOUN
bracis-19029	75	20	on	on	ADP
bracis-19029	75	21	the	the	DET
bracis-19029	75	22	schedules	schedule	NOUN
bracis-19029	75	23	.	.	PUNCT
bracis-19029	76	1	the	the	DET
bracis-19029	76	2	no	no	DET
bracis-19029	76	3	-	-	PUNCT
bracis-19029	76	4	wait	wait	NOUN
bracis-19029	76	5	fsp	fsp	PROPN
bracis-19029	76	6	variant	variant	NOUN
bracis-19029	76	7	only	only	ADV
bracis-19029	76	8	considers	consider	VERB
bracis-19029	76	9	schedules	schedule	NOUN
bracis-19029	76	10	where	where	SCONJ
bracis-19029	76	11	there	there	PRON
bracis-19029	76	12	are	be	VERB
bracis-19029	76	13	no	no	DET
bracis-19029	76	14	waiting	waiting	NOUN
bracis-19029	76	15	times	time	NOUN
bracis-19029	76	16	between	between	ADP
bracis-19029	76	17	job	job	NOUN
bracis-19029	76	18	operations	operation	NOUN
bracis-19029	76	19	.	.	PUNCT
bracis-19029	77	1	the	the	DET
bracis-19029	77	2	no	no	DET
bracis-19029	77	3	-	-	PUNCT
bracis-19029	77	4	wait	wait	NOUN
bracis-19029	77	5	completion	completion	NOUN
bracis-19029	77	6	times	time	NOUN
bracis-19029	77	7	are	be	AUX
bracis-19029	77	8	given	give	VERB
bracis-19029	77	9	by	by	ADP
bracis-19029	77	10	:	:	PUNCT
bracis-19029	77	11	$	$	SYM
bracis-19029	77	12	$	$	SYM
bracis-19029	77	13	\begin{aligned	\begin{aligne	VERB
bracis-19029	77	14	}	}	PUNCT
bracis-19029	77	15	c_{x_j	c_{x_j	NOUN
bracis-19029	77	16	,	,	PUNCT
bracis-19029	77	17	m	m	NOUN
bracis-19029	77	18	}	}	PUNCT
bracis-19029	77	19	=	=	SYM
bracis-19029	77	20	d_{x_{j-1},j	d_{x_{j-1},j	NOUN
bracis-19029	77	21	}	}	PUNCT
bracis-19029	77	22	+	+	CCONJ
bracis-19029	77	23	\sum	\sum	NOUN
bracis-19029	77	24	_	_	PUNCT
bracis-19029	77	25	{	{	PUNCT
bracis-19029	77	26	m=	m=	X
bracis-19029	77	27	0}^{m	0}^{m	NOUN
bracis-19029	77	28	}	}	PUNCT
bracis-19029	77	29	p_{x_j	p_{x_j	PROPN
bracis-19029	77	30	,	,	PUNCT
bracis-19029	77	31	m	m	VERB
bracis-19029	77	32	}	}	PUNCT
bracis-19029	77	33	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	77	34	(	(	PUNCT
bracis-19029	77	35	2	2	NUM
bracis-19029	77	36	)	)	PUNCT
bracis-19029	77	37	where	where	SCONJ
bracis-19029	77	38	\(d\	\(d\	NOUN
bracis-19029	77	39	)	)	PUNCT
bracis-19029	77	40	are	be	AUX
bracis-19029	77	41	the	the	DET
bracis-19029	77	42	precomputed	precompute	VERB
bracis-19029	77	43	delay	delay	NOUN
bracis-19029	77	44	times	time	NOUN
bracis-19029	77	45	 	 	SPACE
bracis-19029	78	1	[	[	X
bracis-19029	78	2	20	20	NUM
bracis-19029	78	3	]	]	PUNCT
bracis-19029	78	4	.	.	PUNCT
bracis-19029	79	1	no	no	DET
bracis-19029	79	2	-	-	PUNCT
bracis-19029	79	3	idle	idle	ADJ
bracis-19029	79	4	schedules	schedule	NOUN
bracis-19029	79	5	completion	completion	NOUN
bracis-19029	79	6	times	time	NOUN
bracis-19029	79	7	are	be	AUX
bracis-19029	79	8	computed	compute	VERB
bracis-19029	79	9	using	use	VERB
bracis-19029	79	10	 	 	SPACE
bracis-19029	80	1	[	[	X
bracis-19029	80	2	23	23	NUM
bracis-19029	80	3	]	]	SYM
bracis-19029	80	4	:	:	PUNCT
bracis-19029	80	5	$	$	SYM
bracis-19029	80	6	$	$	SYM
bracis-19029	80	7	\begin{aligned	\begin{aligne	VERB
bracis-19029	80	8	}	}	PUNCT
bracis-19029	80	9	f(x_{1},m	f(x_{1},m	ADJ
bracis-19029	80	10	,	,	PUNCT
bracis-19029	80	11	m+1)&=	m+1)&=	X
bracis-19029	80	12	p_{x_j	p_{x_j	PROPN
bracis-19029	80	13	,	,	PUNCT
bracis-19029	80	14	m+1	m+1	X
bracis-19029	80	15	}	}	PUNCT
bracis-19029	80	16	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	80	17	(	(	PUNCT
bracis-19029	80	18	3	3	NUM
bracis-19029	80	19	)	)	PUNCT
bracis-19029	80	20	$	$	SYM
bracis-19029	80	21	$	$	SYM
bracis-19029	80	22	\begin{aligned	\begin{aligne	VERB
bracis-19029	80	23	}	}	PUNCT
bracis-19029	80	24	f(x_{j},m	f(x_{j},m	NOUN
bracis-19029	80	25	,	,	PUNCT
bracis-19029	80	26	m+1)&=	m+1)&=	X
bracis-19029	80	27	\max	\max	PROPN
bracis-19029	80	28	\left\	\left\	PROPN
bracis-19029	80	29	{	{	PUNCT
bracis-19029	80	30	f(x_{j-1},m	f(x_{j-1},m	NOUN
bracis-19029	80	31	,	,	PUNCT
bracis-19029	80	32	m+1	m+1	NUM
bracis-19029	80	33	)	)	PUNCT
bracis-19029	80	34	p_{x_j	p_{x_j	PROPN
bracis-19029	80	35	,	,	PUNCT
bracis-19029	80	36	m	m	VERB
bracis-19029	80	37	}	}	PUNCT
bracis-19029	80	38	,	,	PUNCT
bracis-19029	80	39	0	0	NUM
bracis-19029	80	40	\right\	\right\	ADJ
bracis-19029	80	41	}	}	PUNCT
bracis-19029	80	42	+	+	CCONJ
bracis-19029	80	43	p_{x_j	p_{x_j	ADJ
bracis-19029	80	44	,	,	PUNCT
bracis-19029	80	45	m+1	m+1	NOUN
bracis-19029	80	46	}	}	PUNCT
bracis-19029	80	47	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	80	48	(	(	PUNCT
bracis-19029	80	49	4	4	NUM
bracis-19029	80	50	)	)	PUNCT
bracis-19029	80	51	$	$	SYM
bracis-19029	80	52	$	$	SYM
bracis-19029	80	53	\begin{aligned	\begin{aligne	VERB
bracis-19029	80	54	}	}	PUNCT
bracis-19029	80	55	c_{x_j	c_{x_j	NOUN
bracis-19029	80	56	,	,	PUNCT
bracis-19029	80	57	m}&=	m}&=	ADJ
bracis-19029	80	58	\sum	\sum	NOUN
bracis-19029	80	59	_	_	PUNCT
bracis-19029	80	60	{	{	PUNCT
bracis-19029	80	61	m=	m=	X
bracis-19029	80	62	1}^{m-1	1}^{m-1	NUM
bracis-19029	80	63	}	}	PUNCT
bracis-19029	80	64	f(x_{j},m	f(x_{j},m	NOUN
bracis-19029	80	65	,	,	PUNCT
bracis-19029	80	66	m+1	m+1	NUM
bracis-19029	80	67	)	)	PUNCT
bracis-19029	81	1	+	+	CCONJ
bracis-19029	81	2	\sum	\sum	NOUN
bracis-19029	81	3	_	_	PUNCT
bracis-19029	81	4	{	{	PUNCT
bracis-19029	81	5	k=1}^{j	k=1}^{j	NOUN
bracis-19029	81	6	}	}	PUNCT
bracis-19029	81	7	p_{x_k,1	p_{x_k,1	NOUN
bracis-19029	81	8	}	}	PUNCT
bracis-19029	81	9	.	.	PUNCT
bracis-19029	82	1	\end{aligned}$$	\end{aligned}$$	PROPN
bracis-19029	82	2	(	(	PUNCT
bracis-19029	82	3	5	5	NUM
bracis-19029	82	4	)	)	PUNCT
bracis-19029	82	5	where	where	SCONJ
bracis-19029	82	6	\(f(x_{j},m	\(f(x_{j},m	PROPN
bracis-19029	82	7	,	,	PUNCT
bracis-19029	82	8	m+1)\	m+1)\	PROPN
bracis-19029	82	9	)	)	PUNCT
bracis-19029	82	10	is	be	AUX
bracis-19029	82	11	the	the	DET
bracis-19029	82	12	minimum	minimum	ADJ
bracis-19029	82	13	difference	difference	NOUN
bracis-19029	82	14	between	between	ADP
bracis-19029	82	15	the	the	DET
bracis-19029	82	16	completion	completion	NOUN
bracis-19029	82	17	of	of	ADP
bracis-19029	82	18	processing	process	VERB
bracis-19029	82	19	up	up	ADP
bracis-19029	82	20	 	 	SPACE
bracis-19029	82	21	to	to	PART
bracis-19029	82	22	job	job	VERB
bracis-19029	82	23	\(x_{j}\	\(x_{j}\	NOUN
bracis-19029	82	24	)	)	PUNCT
bracis-19029	82	25	,	,	PUNCT
bracis-19029	82	26	on	on	ADP
bracis-19029	82	27	machines	machine	NOUN
bracis-19029	82	28	\(k+1\	\(k+1\	PROPN
bracis-19029	82	29	)	)	PUNCT
bracis-19029	82	30	and	and	CCONJ
bracis-19029	82	31	k	k	NOUN
bracis-19029	82	32	,	,	PUNCT
bracis-19029	82	33	restricted	restrict	VERB
bracis-19029	82	34	by	by	ADP
bracis-19029	82	35	the	the	DET
bracis-19029	82	36	no	no	DET
bracis-19029	82	37	-	-	PUNCT
bracis-19029	82	38	idle	idle	ADJ
bracis-19029	82	39	constraint	constraint	NOUN
bracis-19029	82	40	.	.	PUNCT
bracis-19029	83	1	in	in	ADP
bracis-19029	83	2	addition	addition	NOUN
bracis-19029	83	3	to	to	ADP
bracis-19029	83	4	objectives	objective	NOUN
bracis-19029	83	5	and	and	CCONJ
bracis-19029	83	6	constrains	constrain	VERB
bracis-19029	83	7	,	,	PUNCT
bracis-19029	83	8	a	a	DET
bracis-19029	83	9	fsp	fsp	NOUN
bracis-19029	83	10	formulation	formulation	NOUN
bracis-19029	83	11	includes	include	VERB
bracis-19029	83	12	the	the	DET
bracis-19029	83	13	definition	definition	NOUN
bracis-19029	83	14	of	of	ADP
bracis-19029	83	15	processing	processing	NOUN
bracis-19029	83	16	times	time	NOUN
bracis-19029	83	17	,	,	PUNCT
bracis-19029	83	18	which	which	PRON
bracis-19029	83	19	can	can	AUX
bracis-19029	83	20	be	be	AUX
bracis-19029	83	21	correlated	correlate	VERB
bracis-19029	83	22	or	or	CCONJ
bracis-19029	83	23	non	non	ADJ
bracis-19029	83	24	-	-	ADJ
bracis-19029	83	25	correlated	correlate	VERB
bracis-19029	83	26	and	and	CCONJ
bracis-19029	83	27	whose	whose	DET
bracis-19029	83	28	distributions	distribution	NOUN
bracis-19029	83	29	can	can	AUX
bracis-19029	83	30	be	be	AUX
bracis-19029	83	31	uniform	uniform	ADJ
bracis-19029	83	32	or	or	CCONJ
bracis-19029	83	33	exponential	exponential	ADJ
bracis-19029	83	34	.	.	PUNCT
bracis-19029	84	1	large	large	ADJ
bracis-19029	84	2	number	number	NOUN
bracis-19029	84	3	of	of	ADP
bracis-19029	84	4	jobs	job	NOUN
bracis-19029	84	5	and	and	CCONJ
bracis-19029	84	6	uniform	uniform	NOUN
bracis-19029	84	7	processing	processing	NOUN
bracis-19029	84	8	times	time	NOUN
bracis-19029	84	9	usually	usually	ADV
bracis-19029	84	10	make	make	VERB
bracis-19029	84	11	the	the	DET
bracis-19029	84	12	problem	problem	NOUN
bracis-19029	84	13	harder	hard	ADV
bracis-19029	84	14	to	to	PART
bracis-19029	84	15	solve	solve	VERB
bracis-19029	84	16	.	.	PUNCT
bracis-19029	85	1	alternatively	alternatively	ADV
bracis-19029	85	2	,	,	PUNCT
bracis-19029	85	3	simple	simple	ADJ
bracis-19029	85	4	heuristics	heuristic	NOUN
bracis-19029	85	5	perform	perform	VERB
bracis-19029	85	6	well	well	ADV
bracis-19029	85	7	when	when	SCONJ
bracis-19029	85	8	there	there	PRON
bracis-19029	85	9	are	be	VERB
bracis-19029	85	10	correlations	correlation	NOUN
bracis-19029	85	11	between	between	ADP
bracis-19029	85	12	processing	processing	NOUN
bracis-19029	85	13	time	time	NOUN
bracis-19029	85	14	 	 	SPACE
bracis-19029	86	1	[	[	X
bracis-19029	86	2	24	24	NUM
bracis-19029	86	3	]	]	PUNCT
bracis-19029	86	4	.	.	PUNCT
bracis-19029	87	1	also	also	ADV
bracis-19029	87	2	,	,	PUNCT
bracis-19029	87	3	in	in	ADP
bracis-19029	87	4	this	this	DET
bracis-19029	87	5	paper	paper	NOUN
bracis-19029	87	6	,	,	PUNCT
bracis-19029	87	7	we	we	PRON
bracis-19029	87	8	investigate	investigate	VERB
bracis-19029	87	9	processing	processing	NOUN
bracis-19029	87	10	times	time	NOUN
bracis-19029	87	11	with	with	ADP
bracis-19029	87	12	exponential	exponential	ADJ
bracis-19029	87	13	distributions	distribution	NOUN
bracis-19029	87	14	,	,	PUNCT
bracis-19029	87	15	and	and	CCONJ
bracis-19029	87	16	job	job	NOUN
bracis-19029	87	17	or	or	CCONJ
bracis-19029	87	18	machine	machine	NOUN
bracis-19029	87	19	correlated	correlate	VERB
bracis-19029	87	20	processing	processing	NOUN
bracis-19029	87	21	times	time	NOUN
bracis-19029	87	22	.	.	PUNCT
bracis-19029	88	1	2.2	2.2	NUM
bracis-19029	88	2	hyper	hyper	NOUN
bracis-19029	88	3	-	-	PUNCT
bracis-19029	88	4	heuristics	heuristic	NOUN
bracis-19029	88	5	and	and	CCONJ
bracis-19029	88	6	 	 	SPACE
bracis-19029	88	7	their	their	PRON
bracis-19029	88	8	adaptation	adaptation	NOUN
bracis-19029	88	9	strategies	strategy	NOUN
bracis-19029	88	10	according	accord	VERB
bracis-19029	88	11	to	to	ADP
bracis-19029	88	12	[	[	X
bracis-19029	88	13	15	15	NUM
bracis-19029	88	14	]	]	X
bracis-19029	88	15	,	,	PUNCT
bracis-19029	88	16	a	a	DET
bracis-19029	88	17	hyper	hyper	NOUN
bracis-19029	88	18	-	-	NOUN
bracis-19029	88	19	heuristic	heuristic	ADJ
bracis-19029	88	20	(	(	PUNCT
bracis-19029	88	21	hh	hh	PROPN
bracis-19029	88	22	)	)	PUNCT
bracis-19029	88	23	works	work	VERB
bracis-19029	88	24	with	with	ADP
bracis-19029	88	25	a	a	DET
bracis-19029	88	26	two	two	NUM
bracis-19029	88	27	-	-	PUNCT
bracis-19029	88	28	level	level	NOUN
bracis-19029	88	29	structure	structure	NOUN
bracis-19029	88	30	,	,	PUNCT
bracis-19029	88	31	at	at	ADP
bracis-19029	88	32	the	the	DET
bracis-19029	88	33	high	high	ADJ
bracis-19029	88	34	-	-	PUNCT
bracis-19029	88	35	level	level	NOUN
bracis-19029	88	36	it	it	PRON
bracis-19029	88	37	looks	look	VERB
bracis-19029	88	38	for	for	ADP
bracis-19029	88	39	heuristic	heuristic	ADJ
bracis-19029	88	40	configurations	configuration	NOUN
bracis-19029	88	41	\(h	\(h	PROPN
bracis-19029	88	42	\in	\in	PROPN
bracis-19029	88	43	h\	h\	PROPN
bracis-19029	88	44	)	)	PUNCT
bracis-19029	88	45	,	,	PUNCT
bracis-19029	88	46	considering	consider	VERB
bracis-19029	88	47	h	h	ADP
bracis-19029	88	48	the	the	DET
bracis-19029	88	49	heuristic	heuristic	ADJ
bracis-19029	88	50	space	space	NOUN
bracis-19029	88	51	.	.	PUNCT
bracis-19029	89	1	at	at	ADP
bracis-19029	89	2	the	the	DET
bracis-19029	89	3	low	low	ADJ
bracis-19029	89	4	-	-	PUNCT
bracis-19029	89	5	level	level	NOUN
bracis-19029	89	6	,	,	PUNCT
bracis-19029	89	7	each	each	DET
bracis-19029	89	8	solution	solution	NOUN
bracis-19029	89	9	\(x\in	\(x\in	PUNCT
bracis-19029	89	10	x\	x\	NOUN
bracis-19029	89	11	)	)	PUNCT
bracis-19029	89	12	of	of	ADP
bracis-19029	89	13	the	the	DET
bracis-19029	89	14	target	target	NOUN
bracis-19029	89	15	optimization	optimization	NOUN
bracis-19029	89	16	problem	problem	NOUN
bracis-19029	89	17	p	p	NOUN
bracis-19029	89	18	is	be	AUX
bracis-19029	89	19	generated	generate	VERB
bracis-19029	89	20	by	by	ADP
bracis-19029	89	21	the	the	DET
bracis-19029	89	22	heuristic	heuristic	ADJ
bracis-19029	89	23	\(h	\(h	PROPN
bracis-19029	89	24	\in	\in	PROPN
bracis-19029	89	25	h\	h\	PROPN
bracis-19029	89	26	)	)	PUNCT
bracis-19029	89	27	.	.	PUNCT
bracis-19029	90	1	there	there	PRON
bracis-19029	90	2	are	be	VERB
bracis-19029	90	3	two	two	NUM
bracis-19029	90	4	evaluation	evaluation	NOUN
bracis-19029	90	5	functions	function	NOUN
bracis-19029	90	6	:	:	PUNCT
bracis-19029	90	7	in	in	ADP
bracis-19029	90	8	the	the	DET
bracis-19029	90	9	first	first	ADJ
bracis-19029	90	10	level	level	NOUN
bracis-19029	90	11	,	,	PUNCT
bracis-19029	90	12	the	the	DET
bracis-19029	90	13	hh	hh	PROPN
bracis-19029	90	14	’s	’s	PART
bracis-19029	90	15	success	success	NOUN
bracis-19029	90	16	is	be	AUX
bracis-19029	90	17	measured	measure	VERB
bracis-19029	90	18	by	by	ADP
bracis-19029	90	19	function	function	NOUN
bracis-19029	90	20	\(f	\(f	PROPN
bracis-19029	90	21	:	:	PUNCT
bracis-19029	90	22	h	h	PROPN
bracis-19029	90	23	\rightarrow	\rightarrow	PROPN
bracis-19029	90	24	\mathfrak	\mathfrak	PROPN
bracis-19029	90	25	{	{	PUNCT
bracis-19029	90	26	r}\	r}\	NUM
bracis-19029	90	27	)	)	PUNCT
bracis-19029	90	28	and	and	CCONJ
bracis-19029	90	29	in	in	ADP
bracis-19029	90	30	the	the	DET
bracis-19029	90	31	second	second	ADJ
bracis-19029	90	32	level	level	NOUN
bracis-19029	90	33	,	,	PUNCT
bracis-19029	90	34	each	each	DET
bracis-19029	90	35	solution	solution	NOUN
bracis-19029	90	36	\(x\in	\(x\in	PUNCT
bracis-19029	90	37	x	x	SYM
bracis-19029	90	38	\	\	PROPN
bracis-19029	90	39	)	)	PUNCT
bracis-19029	90	40	is	be	AUX
bracis-19029	90	41	evaluated	evaluate	VERB
bracis-19029	90	42	by	by	ADP
bracis-19029	90	43	an	an	DET
bracis-19029	90	44	objective	objective	ADJ
bracis-19029	90	45	function	function	NOUN
bracis-19029	90	46	\(f	\(f	NOUN
bracis-19029	90	47	:	:	PUNCT
bracis-19029	90	48	x\rightarrow	x\rightarrow	PROPN
bracis-19029	90	49	\mathfrak	\mathfrak	PROPN
bracis-19029	90	50	{	{	PUNCT
bracis-19029	90	51	r}\	r}\	NUM
bracis-19029	90	52	)	)	PUNCT
bracis-19029	90	53	.	.	PUNCT
bracis-19029	91	1	from	from	ADP
bracis-19029	91	2	a	a	DET
bracis-19029	91	3	mapping	mapping	NOUN
bracis-19029	91	4	function	function	NOUN
bracis-19029	91	5	\(m	\(m	NOUN
bracis-19029	91	6	:	:	PUNCT
bracis-19029	91	7	f(x	f(x	PROPN
bracis-19029	91	8	)	)	PUNCT
bracis-19029	91	9	\rightarrow	\rightarrow	NOUN
bracis-19029	91	10	f(h)\	f(h)\	NOUN
bracis-19029	91	11	)	)	PUNCT
bracis-19029	91	12	,	,	PUNCT
bracis-19029	91	13	it	it	PRON
bracis-19029	91	14	is	be	AUX
bracis-19029	91	15	possible	possible	ADJ
bracis-19029	91	16	to	to	PART
bracis-19029	91	17	define	define	VERB
bracis-19029	91	18	the	the	DET
bracis-19029	91	19	purpose	purpose	NOUN
bracis-19029	91	20	of	of	ADP
bracis-19029	91	21	a	a	DET
bracis-19029	91	22	selection	selection	NOUN
bracis-19029	91	23	hh	hh	INTJ
bracis-19029	91	24	.	.	PUNCT
bracis-19029	92	1	the	the	DET
bracis-19029	92	2	hh	hh	PROPN
bracis-19029	92	3	must	must	AUX
bracis-19029	92	4	optimize	optimize	VERB
bracis-19029	92	5	f(h	f(h	PROPN
bracis-19029	92	6	)	)	PUNCT
bracis-19029	92	7	by	by	ADP
bracis-19029	92	8	means	mean	NOUN
bracis-19029	92	9	of	of	ADP
bracis-19029	92	10	the	the	DET
bracis-19029	92	11	search	search	NOUN
bracis-19029	92	12	for	for	ADP
bracis-19029	92	13	the	the	DET
bracis-19029	92	14	optimal	optimal	ADJ
bracis-19029	92	15	heuristic	heuristic	ADJ
bracis-19029	92	16	configuration	configuration	NOUN
bracis-19029	92	17	\(h^*\	\(h^*\	NOUN
bracis-19029	92	18	)	)	PUNCT
bracis-19029	92	19	,	,	PUNCT
bracis-19029	92	20	in	in	ADP
bracis-19029	92	21	h	h	NOUN
bracis-19029	92	22	,	,	PUNCT
bracis-19029	92	23	thus	thus	ADV
bracis-19029	92	24	\(h^*\	\(h^*\	VERB
bracis-19029	92	25	)	)	PUNCT
bracis-19029	92	26	generates	generate	VERB
bracis-19029	92	27	the	the	DET
bracis-19029	92	28	optimal	optimal	ADJ
bracis-19029	92	29	solution(s	solution(s	NOUN
bracis-19029	92	30	)	)	PUNCT
bracis-19029	92	31	\(x^*\	\(x^*\	X
bracis-19029	92	32	)	)	PUNCT
bracis-19029	93	1	[	[	X
bracis-19029	93	2	15	15	NUM
bracis-19029	93	3	]	]	PUNCT
bracis-19029	93	4	.	.	PUNCT
bracis-19029	94	1	the	the	DET
bracis-19029	94	2	formal	formal	ADJ
bracis-19029	94	3	hh	hh	PROPN
bracis-19029	94	4	definition	definition	NOUN
bracis-19029	94	5	,	,	PUNCT
bracis-19029	94	6	in	in	ADP
bracis-19029	94	7	a	a	DET
bracis-19029	94	8	minimization	minimization	NOUN
bracis-19029	94	9	optimization	optimization	NOUN
bracis-19029	94	10	problem	problem	NOUN
bracis-19029	94	11	is	be	AUX
bracis-19029	94	12	summarized	summarize	VERB
bracis-19029	94	13	in	in	ADP
bracis-19029	94	14	eq	eq	PROPN
bracis-19029	94	15	.	.	PUNCT
bracis-19029	94	16	 	 	SPACE
bracis-19029	94	17	6	6	NUM
bracis-19029	94	18	.	.	PUNCT
bracis-19029	94	19	$	$	SYM
bracis-19029	94	20	$	$	SYM
bracis-19029	94	21	\begin{aligned	\begin{aligne	VERB
bracis-19029	94	22	}	}	PUNCT
bracis-19029	94	23	\small	\small	PRON
bracis-19029	94	24	f(h^	f(h^	NOUN
bracis-19029	94	25	*	*	PUNCT
bracis-19029	94	26	\mid	\mid	ADP
bracis-19029	94	27	h^	h^	NOUN
bracis-19029	94	28	*	*	PROPN
bracis-19029	94	29	\rightarrow	\rightarrow	PROPN
bracis-19029	94	30	x^	x^	PROPN
bracis-19029	94	31	*	*	PROPN
bracis-19029	94	32	,	,	PUNCT
bracis-19029	94	33	h^	h^	PROPN
bracis-19029	94	34	*	*	SYM
bracis-19029	94	35	\in	\in	PROPN
bracis-19029	94	36	h	h	NOUN
bracis-19029	94	37	)	)	PUNCT
bracis-19029	94	38	\leftarrow	\leftarrow	VERB
bracis-19029	94	39	f(x^	f(x^	ADP
bracis-19029	94	40	*	*	PUNCT
bracis-19029	94	41	,	,	PUNCT
bracis-19029	94	42	x^	x^	PROPN
bracis-19029	94	43	*	*	PUNCT
bracis-19029	94	44	\in	\in	PROPN
bracis-19029	94	45	x	x	NOUN
bracis-19029	94	46	)	)	PUNCT
bracis-19029	94	47	=	=	SYM
bracis-19029	94	48	min\	min\	X
bracis-19029	94	49	{	{	PUNCT
bracis-19029	94	50	f(x	f(x	PROPN
bracis-19029	94	51	)	)	PUNCT
bracis-19029	94	52	,	,	PUNCT
bracis-19029	94	53	x	x	SYM
bracis-19029	94	54	\in	\in	PROPN
bracis-19029	94	55	x\	x\	NOUN
bracis-19029	94	56	}	}	PUNCT
bracis-19029	94	57	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	94	58	(	(	PUNCT
bracis-19029	94	59	6	6	NUM
bracis-19029	94	60	)	)	PUNCT
bracis-19029	94	61	in	in	ADP
bracis-19029	94	62	this	this	DET
bracis-19029	94	63	paper	paper	NOUN
bracis-19029	94	64	,	,	PUNCT
bracis-19029	94	65	h	h	PROPN
bracis-19029	94	66	relies	rely	VERB
bracis-19029	94	67	on	on	ADP
bracis-19029	94	68	different	different	ADJ
bracis-19029	94	69	choices	choice	NOUN
bracis-19029	94	70	for	for	ADP
bracis-19029	94	71	each	each	DET
bracis-19029	94	72	ig	ig	PROPN
bracis-19029	94	73	component	component	NOUN
bracis-19029	94	74	,	,	PUNCT
bracis-19029	94	75	f	f	PROPN
bracis-19029	94	76	is	be	AUX
bracis-19029	94	77	associated	associate	VERB
bracis-19029	94	78	with	with	ADP
bracis-19029	94	79	makespan	makespan	ADJ
bracis-19029	94	80	or	or	CCONJ
bracis-19029	94	81	flowtime	flowtime	NOUN
bracis-19029	94	82	objectives	objective	NOUN
bracis-19029	94	83	,	,	PUNCT
bracis-19029	94	84	and	and	CCONJ
bracis-19029	94	85	f	f	PROPN
bracis-19029	94	86	is	be	AUX
bracis-19029	94	87	measured	measure	VERB
bracis-19029	94	88	by	by	ADP
bracis-19029	94	89	a	a	DET
bracis-19029	94	90	reward	reward	NOUN
bracis-19029	94	91	function	function	NOUN
bracis-19029	94	92	detailed	detail	VERB
bracis-19029	94	93	in	in	ADP
bracis-19029	94	94	sect	sect	NOUN
bracis-19029	94	95	.	.	PUNCT
bracis-19029	94	96	 	 	SPACE
bracis-19029	95	1	3	3	NUM
bracis-19029	95	2	.	.	X
bracis-19029	95	3	hyper	hyper	NOUN
bracis-19029	95	4	-	-	NOUN
bracis-19029	95	5	heuristics	heuristic	NOUN
bracis-19029	95	6	aim	aim	VERB
bracis-19029	95	7	therefore	therefore	ADV
bracis-19029	95	8	at	at	ADP
bracis-19029	95	9	providing	provide	VERB
bracis-19029	95	10	more	more	ADJ
bracis-19029	95	11	generalized	generalized	ADJ
bracis-19029	95	12	solutions	solution	NOUN
bracis-19029	95	13	for	for	ADP
bracis-19029	95	14	optimization	optimization	NOUN
bracis-19029	95	15	problems	problem	NOUN
bracis-19029	95	16	by	by	ADP
bracis-19029	95	17	producing	produce	VERB
bracis-19029	95	18	good	good	ADJ
bracis-19029	95	19	results	result	NOUN
bracis-19029	95	20	when	when	SCONJ
bracis-19029	95	21	dealing	deal	VERB
bracis-19029	95	22	with	with	ADP
bracis-19029	95	23	a	a	DET
bracis-19029	95	24	set	set	NOUN
bracis-19029	95	25	of	of	ADP
bracis-19029	95	26	instances	instance	NOUN
bracis-19029	95	27	or	or	CCONJ
bracis-19029	95	28	a	a	DET
bracis-19029	95	29	set	set	NOUN
bracis-19029	95	30	of	of	ADP
bracis-19029	95	31	problems	problem	NOUN
bracis-19029	95	32	.	.	PUNCT
bracis-19029	96	1	for	for	ADP
bracis-19029	96	2	this	this	PRON
bracis-19029	96	3	,	,	PUNCT
bracis-19029	96	4	hhs	hhs	PROPN
bracis-19029	96	5	work	work	NOUN
bracis-19029	96	6	in	in	ADP
bracis-19029	96	7	the	the	DET
bracis-19029	96	8	heuristic	heuristic	ADJ
bracis-19029	96	9	space	space	NOUN
bracis-19029	96	10	rather	rather	ADV
bracis-19029	96	11	than	than	ADP
bracis-19029	96	12	the	the	DET
bracis-19029	96	13	solution	solution	NOUN
bracis-19029	96	14	space	space	NOUN
bracis-19029	96	15	.	.	PUNCT
bracis-19029	97	1	based	base	VERB
bracis-19029	97	2	on	on	ADP
bracis-19029	97	3	specific	specific	ADJ
bracis-19029	97	4	strategies	strategy	NOUN
bracis-19029	97	5	,	,	PUNCT
bracis-19029	97	6	they	they	PRON
bracis-19029	97	7	adapt	adapt	VERB
bracis-19029	97	8	low	low	ADJ
bracis-19029	97	9	-	-	PUNCT
bracis-19029	97	10	level	level	NOUN
bracis-19029	97	11	heuristics	heuristic	NOUN
bracis-19029	97	12	,	,	PUNCT
bracis-19029	97	13	which	which	PRON
bracis-19029	97	14	are	be	AUX
bracis-19029	97	15	used	use	VERB
bracis-19029	97	16	to	to	PART
bracis-19029	97	17	solve	solve	VERB
bracis-19029	97	18	the	the	DET
bracis-19029	97	19	target	target	NOUN
bracis-19029	97	20	problem(s	problem(s	NOUN
bracis-19029	97	21	)	)	PUNCT
bracis-19029	97	22	.	.	PUNCT
bracis-19029	98	1	we	we	PRON
bracis-19029	98	2	investigate	investigate	VERB
bracis-19029	98	3	six	six	NUM
bracis-19029	98	4	adaptation	adaptation	NOUN
bracis-19029	98	5	strategies	strategy	NOUN
bracis-19029	98	6	commonly	commonly	ADV
bracis-19029	98	7	used	use	VERB
bracis-19029	98	8	in	in	ADP
bracis-19029	98	9	the	the	DET
bracis-19029	98	10	hh	hh	PROPN
bracis-19029	98	11	literature	literature	NOUN
bracis-19029	98	12	:	:	PUNCT
bracis-19029	98	13	random	random	ADJ
bracis-19029	98	14	,	,	PUNCT
bracis-19029	98	15	\(\epsilon	\(\epsilon	NOUN
bracis-19029	98	16	\)-greedy	\)-greedy	ADJ
bracis-19029	98	17	,	,	PUNCT
bracis-19029	98	18	probability	probability	NOUN
bracis-19029	98	19	matching	matching	NOUN
bracis-19029	98	20	,	,	PUNCT
bracis-19029	98	21	multi	multi	ADJ
bracis-19029	98	22	-	-	ADJ
bracis-19029	98	23	armed	armed	ADJ
bracis-19029	98	24	bandit	bandit	NOUN
bracis-19029	98	25	,	,	PUNCT
bracis-19029	98	26	linucb	linucb	NOUN
bracis-19029	98	27	and	and	CCONJ
bracis-19029	98	28	thompson	thompson	NOUN
bracis-19029	98	29	sampling	sampling	NOUN
bracis-19029	98	30	.	.	PUNCT
bracis-19029	99	1	random	random	ADJ
bracis-19029	99	2	parameter	parameter	NOUN
bracis-19029	99	3	selection	selection	NOUN
bracis-19029	99	4	is	be	AUX
bracis-19029	99	5	the	the	DET
bracis-19029	99	6	simplest	simple	ADJ
bracis-19029	99	7	strategy	strategy	NOUN
bracis-19029	99	8	and	and	CCONJ
bracis-19029	99	9	in	in	ADP
bracis-19029	99	10	most	most	ADJ
bracis-19029	99	11	cases	case	NOUN
bracis-19029	99	12	,	,	PUNCT
bracis-19029	99	13	it	it	PRON
bracis-19029	99	14	serves	serve	VERB
bracis-19029	99	15	as	as	ADP
bracis-19029	99	16	a	a	DET
bracis-19029	99	17	baseline	baseline	NOUN
bracis-19029	99	18	for	for	ADP
bracis-19029	99	19	comparison	comparison	NOUN
bracis-19029	99	20	between	between	ADP
bracis-19029	99	21	static	static	ADJ
bracis-19029	99	22	and	and	CCONJ
bracis-19029	99	23	dynamic	dynamic	ADJ
bracis-19029	99	24	parameter	parameter	NOUN
bracis-19029	99	25	selection	selection	NOUN
bracis-19029	99	26	.	.	PUNCT
bracis-19029	100	1	it	it	PRON
bracis-19029	100	2	might	might	AUX
bracis-19029	100	3	be	be	AUX
bracis-19029	100	4	beneficial	beneficial	ADJ
bracis-19029	100	5	depending	depend	VERB
bracis-19029	100	6	on	on	ADP
bracis-19029	100	7	the	the	DET
bracis-19029	100	8	chance	chance	NOUN
bracis-19029	100	9	of	of	ADP
bracis-19029	100	10	selecting	select	VERB
bracis-19029	100	11	the	the	DET
bracis-19029	100	12	best	good	ADJ
bracis-19029	100	13	parameter	parameter	NOUN
bracis-19029	100	14	combination	combination	NOUN
bracis-19029	100	15	 	 	SPACE
bracis-19029	101	1	[	[	X
bracis-19029	101	2	5	5	NUM
bracis-19029	101	3	]	]	PUNCT
bracis-19029	101	4	.	.	PUNCT
bracis-19029	102	1	\(\epsilon	\(\epsilon	NOUN
bracis-19029	102	2	\	\	NOUN
bracis-19029	102	3	)	)	PUNCT
bracis-19029	102	4	-greedy	-greedy	PROPN
bracis-19029	102	5	is	be	AUX
bracis-19029	102	6	a	a	DET
bracis-19029	102	7	simple	simple	ADJ
bracis-19029	102	8	strategy	strategy	NOUN
bracis-19029	102	9	often	often	ADV
bracis-19029	102	10	referenced	reference	VERB
bracis-19029	102	11	on	on	ADP
bracis-19029	102	12	the	the	DET
bracis-19029	102	13	exploration	exploration	NOUN
bracis-19029	102	14	-	-	PUNCT
bracis-19029	102	15	exploitation	exploitation	NOUN
bracis-19029	102	16	dilemma	dilemma	NOUN
bracis-19029	102	17	 	 	SPACE
bracis-19029	103	1	[	[	X
bracis-19029	103	2	22	22	NUM
bracis-19029	103	3	]	]	PUNCT
bracis-19029	103	4	.	.	PUNCT
bracis-19029	104	1	with	with	ADP
bracis-19029	104	2	probability	probability	NOUN
bracis-19029	104	3	\(\epsilon	\(\epsilon	NOUN
bracis-19029	104	4	\	\	NOUN
bracis-19029	104	5	)	)	PUNCT
bracis-19029	104	6	,	,	PUNCT
bracis-19029	104	7	the	the	DET
bracis-19029	104	8	parameter	parameter	NOUN
bracis-19029	104	9	with	with	ADP
bracis-19029	104	10	the	the	DET
bracis-19029	104	11	best	good	ADJ
bracis-19029	104	12	average	average	ADJ
bracis-19029	104	13	reward	reward	NOUN
bracis-19029	104	14	is	be	AUX
bracis-19029	104	15	chosen	choose	VERB
bracis-19029	104	16	,	,	PUNCT
bracis-19029	104	17	otherwise	otherwise	ADV
bracis-19029	104	18	,	,	PUNCT
bracis-19029	104	19	with	with	ADP
bracis-19029	104	20	probability	probability	NOUN
bracis-19029	104	21	\(1	\(1	NUM
bracis-19029	104	22	\epsilon	\epsilon	NOUN
bracis-19029	104	23	\	\	NOUN
bracis-19029	104	24	)	)	PUNCT
bracis-19029	104	25	,	,	PUNCT
bracis-19029	104	26	a	a	DET
bracis-19029	104	27	random	random	ADJ
bracis-19029	104	28	one	one	NOUN
bracis-19029	104	29	is	be	AUX
bracis-19029	104	30	selected	select	VERB
bracis-19029	104	31	.	.	PUNCT
bracis-19029	105	1	probability	probability	NOUN
bracis-19029	105	2	matching	matching	NOUN
bracis-19029	105	3	(	(	PUNCT
bracis-19029	105	4	pm	pm	NOUN
bracis-19029	105	5	)	)	PUNCT
bracis-19029	105	6	 	 	SPACE
bracis-19029	106	1	[	[	X
bracis-19029	106	2	7	7	X
bracis-19029	106	3	]	]	X
bracis-19029	106	4	works	work	VERB
bracis-19029	106	5	as	as	ADP
bracis-19029	106	6	a	a	DET
bracis-19029	106	7	roulette	roulette	NOUN
bracis-19029	106	8	wheel	wheel	NOUN
bracis-19029	106	9	selection	selection	NOUN
bracis-19029	106	10	biased	bias	VERB
bracis-19029	106	11	towards	towards	ADP
bracis-19029	106	12	the	the	DET
bracis-19029	106	13	operators	operator	NOUN
bracis-19029	106	14	with	with	ADP
bracis-19029	106	15	best	good	ADJ
bracis-19029	106	16	quality	quality	NOUN
bracis-19029	106	17	.	.	PUNCT
bracis-19029	107	1	the	the	DET
bracis-19029	107	2	probability	probability	NOUN
bracis-19029	107	3	of	of	ADP
bracis-19029	107	4	selecting	select	VERB
bracis-19029	107	5	the	the	DET
bracis-19029	107	6	k	k	NOUN
bracis-19029	107	7	-	-	PUNCT
bracis-19029	107	8	th	th	VERB
bracis-19029	107	9	operator	operator	NOUN
bracis-19029	107	10	from	from	ADP
bracis-19029	107	11	a	a	DET
bracis-19029	107	12	set	set	NOUN
bracis-19029	107	13	of	of	ADP
bracis-19029	107	14	k	k	PROPN
bracis-19029	107	15	operators	operator	NOUN
bracis-19029	107	16	at	at	ADP
bracis-19029	107	17	iteration	iteration	NOUN
bracis-19029	107	18	t	t	PROPN
bracis-19029	107	19	is	be	AUX
bracis-19029	107	20	given	give	VERB
bracis-19029	107	21	by	by	ADP
bracis-19029	107	22	:	:	PUNCT
bracis-19029	107	23	$	$	SYM
bracis-19029	107	24	$	$	SYM
bracis-19029	107	25	\begin{aligned	\begin{aligne	VERB
bracis-19029	107	26	}	}	PUNCT
bracis-19029	107	27	p_{k	p_{k	PROPN
bracis-19029	107	28	,	,	PUNCT
bracis-19029	107	29	t	t	NOUN
bracis-19029	107	30	}	}	PUNCT
bracis-19029	107	31	=	=	SYM
bracis-19029	107	32	p_{min	p_{min	NOUN
bracis-19029	107	33	}	}	PUNCT
bracis-19029	107	34	+	+	CCONJ
bracis-19029	107	35	(	(	PUNCT
bracis-19029	107	36	1	1	NUM
bracis-19029	107	37	k	k	NOUN
bracis-19029	107	38	\times	\times	ADP
bracis-19029	107	39	p_{min	p_{min	NOUN
bracis-19029	107	40	}	}	PUNCT
bracis-19029	107	41	)	)	PUNCT
bracis-19029	107	42	\frac{q_{k	\frac{q_{k	NOUN
bracis-19029	107	43	,	,	PUNCT
bracis-19029	107	44	t}}{\sum	t}}{\sum	PROPN
bracis-19029	107	45	_	_	PUNCT
bracis-19029	107	46	{	{	PUNCT
bracis-19029	107	47	j=1}^k	j=1}^k	PROPN
bracis-19029	107	48	q_{j	q_{j	PROPN
bracis-19029	107	49	,	,	PUNCT
bracis-19029	107	50	t	t	PROPN
bracis-19029	107	51	}	}	PUNCT
bracis-19029	107	52	}	}	PUNCT
bracis-19029	107	53	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	107	54	(	(	PUNCT
bracis-19029	107	55	7	7	NUM
bracis-19029	107	56	)	)	PUNCT
bracis-19029	107	57	where	where	SCONJ
bracis-19029	107	58	\(q_{k	\(q_{k	NOUN
bracis-19029	107	59	,	,	PUNCT
bracis-19029	107	60	t}\	t}\	PRON
bracis-19029	107	61	)	)	PUNCT
bracis-19029	107	62	is	be	AUX
bracis-19029	107	63	the	the	DET
bracis-19029	107	64	quality	quality	NOUN
bracis-19029	107	65	of	of	ADP
bracis-19029	107	66	k	k	NOUN
bracis-19029	107	67	-	-	PUNCT
bracis-19029	107	68	th	th	VERB
bracis-19029	107	69	operator	operator	NOUN
bracis-19029	107	70	and	and	CCONJ
bracis-19029	107	71	\(0	\(0	NUM
bracis-19029	107	72	<	<	X
bracis-19029	107	73	p_{min	p_{min	NOUN
bracis-19029	107	74	}	}	PUNCT
bracis-19029	107	75	<	<	X
bracis-19029	107	76	1	1	NUM
bracis-19029	107	77	/	/	SYM
bracis-19029	107	78	k\	k\	NOUN
bracis-19029	107	79	)	)	PUNCT
bracis-19029	107	80	is	be	AUX
bracis-19029	107	81	used	use	VERB
bracis-19029	107	82	to	to	PART
bracis-19029	107	83	guarantee	guarantee	VERB
bracis-19029	107	84	that	that	SCONJ
bracis-19029	107	85	every	every	DET
bracis-19029	107	86	operator	operator	NOUN
bracis-19029	107	87	will	will	AUX
bracis-19029	107	88	have	have	VERB
bracis-19029	107	89	a	a	DET
bracis-19029	107	90	minimum	minimum	ADJ
bracis-19029	107	91	chance	chance	NOUN
bracis-19029	107	92	of	of	ADP
bracis-19029	107	93	being	be	AUX
bracis-19029	107	94	chosen	choose	VERB
bracis-19029	107	95	.	.	PUNCT
bracis-19029	108	1	the	the	DET
bracis-19029	108	2	quality	quality	NOUN
bracis-19029	108	3	values	value	NOUN
bracis-19029	108	4	are	be	AUX
bracis-19029	108	5	updated	update	VERB
bracis-19029	108	6	according	accord	VERB
bracis-19029	108	7	to	to	ADP
bracis-19029	108	8	the	the	DET
bracis-19029	108	9	rewards	reward	NOUN
bracis-19029	108	10	:	:	PUNCT
bracis-19029	108	11	$	$	SYM
bracis-19029	108	12	$	$	SYM
bracis-19029	108	13	\begin{aligned	\begin{aligne	VERB
bracis-19029	108	14	}	}	PUNCT
bracis-19029	108	15	q_{k	q_{k	NOUN
bracis-19029	108	16	,	,	PUNCT
bracis-19029	108	17	t	t	NOUN
bracis-19029	108	18	}	}	PUNCT
bracis-19029	108	19	=	=	SYM
bracis-19029	108	20	q_{k	q_{k	NOUN
bracis-19029	108	21	,	,	PUNCT
bracis-19029	108	22	t-1	t-1	PROPN
bracis-19029	108	23	}	}	PUNCT
bracis-19029	108	24	+	+	CCONJ
bracis-19029	108	25	\alpha	\alpha	ADJ
bracis-19029	108	26	\times	\time	NOUN
bracis-19029	108	27	(	(	PUNCT
bracis-19029	108	28	r^{acc}_{k	r^{acc}_{k	NOUN
bracis-19029	108	29	,	,	PUNCT
bracis-19029	108	30	t	t	NOUN
bracis-19029	108	31	}	}	PUNCT
bracis-19029	108	32	q_{k	q_{k	NOUN
bracis-19029	108	33	,	,	PUNCT
bracis-19029	108	34	t-1	t-1	PROPN
bracis-19029	108	35	}	}	PUNCT
bracis-19029	108	36	)	)	PUNCT
bracis-19029	108	37	\end{aligned}$$	\end{aligned}$$	PROPN
bracis-19029	108	38	(	(	PUNCT
bracis-19029	108	39	8)	8)	NUM
bracis-19029	108	40	where	where	SCONJ
bracis-19029	108	41	\(\alpha	\(\alpha	ADV
bracis-19029	108	42	\	\	NOUN
bracis-19029	108	43	)	)	PUNCT
bracis-19029	108	44	is	be	AUX
bracis-19029	108	45	the	the	DET
bracis-19029	108	46	learning	learning	NOUN
bracis-19029	108	47	rate	rate	NOUN
bracis-19029	108	48	parameter	parameter	NOUN
bracis-19029	108	49	and	and	CCONJ
bracis-19029	108	50	\(r^{acc}_{k	\(r^{acc}_{k	NOUN
bracis-19029	108	51	,	,	PUNCT
bracis-19029	108	52	t}\	t}\	PRON
bracis-19029	108	53	)	)	PUNCT
bracis-19029	108	54	is	be	AUX
bracis-19029	108	55	the	the	DET
bracis-19029	108	56	accumulated	accumulate	VERB
bracis-19029	108	57	reward	reward	NOUN
bracis-19029	108	58	of	of	ADP
bracis-19029	108	59	operator	operator	NOUN
bracis-19029	108	60	k	k	PROPN
bracis-19029	108	61	during	during	ADP
bracis-19029	108	62	a	a	DET
bracis-19029	108	63	given	give	VERB
bracis-19029	108	64	update	update	NOUN
bracis-19029	108	65	window	window	NOUN
bracis-19029	108	66	of	of	ADP
bracis-19029	108	67	size	size	NOUN
bracis-19029	108	68	w.	w.	PROPN
bracis-19029	108	69	the	the	DET
bracis-19029	108	70	accumulation	accumulation	NOUN
bracis-19029	108	71	in	in	ADP
bracis-19029	108	72	\(r^{acc}_{k	\(r^{acc}_{k	NUM
bracis-19029	108	73	,	,	PUNCT
bracis-19029	108	74	t}\	t}\	PRON
bracis-19029	108	75	)	)	PUNCT
bracis-19029	108	76	considers	consider	VERB
bracis-19029	108	77	either	either	CCONJ
bracis-19029	108	78	the	the	DET
bracis-19029	108	79	average	average	ADJ
bracis-19029	108	80	or	or	CCONJ
bracis-19029	108	81	extreme	extreme	ADJ
bracis-19029	108	82	and	and	CCONJ
bracis-19029	108	83	,	,	PUNCT
bracis-19029	108	84	optionally	optionally	ADV
bracis-19029	108	85	,	,	PUNCT
bracis-19029	108	86	normalized	normalize	VERB
bracis-19029	108	87	reward	reward	NOUN
bracis-19029	108	88	values	value	NOUN
bracis-19029	108	89	.	.	PUNCT
bracis-19029	109	1	multi	multi	ADJ
bracis-19029	109	2	-	-	ADJ
bracis-19029	109	3	armed	armed	ADJ
bracis-19029	109	4	bandit	bandit	NOUN
bracis-19029	109	5	(	(	PUNCT
bracis-19029	109	6	mab	mab	NOUN
bracis-19029	109	7	)	)	PUNCT
bracis-19029	109	8	 	 	SPACE
bracis-19029	110	1	[	[	X
bracis-19029	110	2	1	1	X
bracis-19029	110	3	]	]	X
bracis-19029	110	4	algorithms	algorithm	NOUN
bracis-19029	110	5	are	be	AUX
bracis-19029	110	6	based	base	VERB
bracis-19029	110	7	on	on	ADP
bracis-19029	110	8	the	the	DET
bracis-19029	110	9	upper	upper	ADJ
bracis-19029	110	10	confidence	confidence	NOUN
bracis-19029	110	11	bound	bind	VERB
bracis-19029	110	12	for	for	ADP
bracis-19029	110	13	exploitation	exploitation	NOUN
bracis-19029	110	14	-	-	PUNCT
bracis-19029	110	15	exploration	exploration	NOUN
bracis-19029	110	16	trade	trade	NOUN
bracis-19029	110	17	-	-	PUNCT
bracis-19029	110	18	off	off	NOUN
bracis-19029	110	19	.	.	PUNCT
bracis-19029	111	1	in	in	ADP
bracis-19029	111	2	particular	particular	ADJ
bracis-19029	111	3	,	,	PUNCT
bracis-19029	111	4	the	the	DET
bracis-19029	111	5	fitness	fitness	NOUN
bracis-19029	111	6	-	-	PUNCT
bracis-19029	111	7	rate	rate	NOUN
bracis-19029	111	8	-	-	PUNCT
bracis-19029	111	9	rank	rank	NOUN
bracis-19029	111	10	-	-	PUNCT
bracis-19029	111	11	based	base	VERB
bracis-19029	111	12	multi	multi	ADJ
bracis-19029	111	13	-	-	ADJ
bracis-19029	111	14	armed	armed	ADJ
bracis-19029	111	15	bandit	bandit	NOUN
bracis-19029	111	16	 	 	SPACE
bracis-19029	112	1	[	[	X
bracis-19029	112	2	11	11	NUM
bracis-19029	112	3	]	]	PUNCT
bracis-19029	112	4	considers	consider	VERB
bracis-19029	112	5	the	the	DET
bracis-19029	112	6	dynamic	dynamic	ADJ
bracis-19029	112	7	search	search	NOUN
bracis-19029	112	8	behavior	behavior	NOUN
bracis-19029	112	9	with	with	ADP
bracis-19029	112	10	a	a	DET
bracis-19029	112	11	sliding	slide	VERB
bracis-19029	112	12	window	window	NOUN
bracis-19029	112	13	of	of	ADP
bracis-19029	112	14	size	size	NOUN
bracis-19029	112	15	w	w	PROPN
bracis-19029	112	16	to	to	PART
bracis-19029	112	17	store	store	VERB
bracis-19029	112	18	the	the	DET
bracis-19029	112	19	rewards	reward	NOUN
bracis-19029	112	20	of	of	ADP
bracis-19029	112	21	each	each	DET
bracis-19029	112	22	operator	operator	NOUN
bracis-19029	112	23	.	.	PUNCT
bracis-19029	113	1	the	the	DET
bracis-19029	113	2	selected	select	VERB
bracis-19029	113	3	operator	operator	NOUN
bracis-19029	113	4	maximizes	maximize	VERB
bracis-19029	113	5	the	the	DET
bracis-19029	113	6	expression	expression	NOUN
bracis-19029	113	7	:	:	PUNCT
bracis-19029	113	8	$	$	SYM
bracis-19029	113	9	$	$	SYM
bracis-19029	113	10	\begin{aligned	\begin{aligne	VERB
bracis-19029	113	11	}	}	PUNCT
bracis-19029	113	12	frr_{k	frr_{k	NUM
bracis-19029	113	13	,	,	PUNCT
bracis-19029	113	14	t	t	NOUN
bracis-19029	113	15	}	}	PUNCT
bracis-19029	113	16	+	+	CCONJ
bracis-19029	113	17	c_s	c_	VERB
bracis-19029	113	18	\left	\left	PROPN
bracis-19029	113	19	(	(	PUNCT
bracis-19029	113	20	\frac{2	\frac{2	ADJ
bracis-19029	113	21	\ln	\ln	PROPN
bracis-19029	113	22	\sum	\sum	NOUN
bracis-19029	114	1	_	_	PUNCT
bracis-19029	114	2	{	{	PUNCT
bracis-19029	114	3	l=1}^k	l=1}^k	PROPN
bracis-19029	114	4	n_l^t}{n_k^t	n_l^t}{n_k^t	NOUN
bracis-19029	114	5	}	}	PUNCT
bracis-19029	114	6	\right	\right	PROPN
bracis-19029	114	7	)	)	PUNCT
bracis-19029	114	8	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	114	9	(	(	PUNCT
bracis-19029	114	10	9	9	NUM
bracis-19029	114	11	)	)	PUNCT
bracis-19029	114	12	where	where	SCONJ
bracis-19029	114	13	\(c_s\	\(c_s\	NOUN
bracis-19029	114	14	)	)	PUNCT
bracis-19029	114	15	is	be	AUX
bracis-19029	114	16	a	a	DET
bracis-19029	114	17	scaling	scaling	ADJ
bracis-19029	114	18	parameter	parameter	NOUN
bracis-19029	114	19	,	,	PUNCT
bracis-19029	114	20	\(n_k^t\	\(n_k^t\	NOUN
bracis-19029	114	21	)	)	PUNCT
bracis-19029	114	22	is	be	AUX
bracis-19029	114	23	the	the	DET
bracis-19029	114	24	number	number	NOUN
bracis-19029	114	25	of	of	ADP
bracis-19029	114	26	times	time	NOUN
bracis-19029	114	27	operator	operator	NOUN
bracis-19029	114	28	k	k	PROPN
bracis-19029	114	29	is	be	AUX
bracis-19029	114	30	applied	apply	VERB
bracis-19029	114	31	during	during	ADP
bracis-19029	114	32	the	the	DET
bracis-19029	114	33	window	window	NOUN
bracis-19029	114	34	of	of	ADP
bracis-19029	114	35	size	size	NOUN
bracis-19029	114	36	w	w	PROPN
bracis-19029	114	37	,	,	PUNCT
bracis-19029	114	38	and	and	CCONJ
bracis-19029	114	39	\(frr_{k	\(frr_{k	ADJ
bracis-19029	114	40	,	,	PUNCT
bracis-19029	114	41	t}\	t}\	PRON
bracis-19029	114	42	)	)	PUNCT
bracis-19029	114	43	is	be	AUX
bracis-19029	114	44	the	the	DET
bracis-19029	114	45	k	k	PROPN
bracis-19029	114	46	-	-	PUNCT
bracis-19029	114	47	th	th	VERB
bracis-19029	114	48	operator	operator	NOUN
bracis-19029	114	49	credit	credit	NOUN
bracis-19029	114	50	value	value	NOUN
bracis-19029	114	51	given	give	VERB
bracis-19029	114	52	 	 	SPACE
bracis-19029	114	53	by	by	ADP
bracis-19029	114	54	:	:	PUNCT
bracis-19029	114	55	$	$	SYM
bracis-19029	114	56	$	$	SYM
bracis-19029	114	57	\begin{aligned	\begin{aligne	VERB
bracis-19029	114	58	}	}	PUNCT
bracis-19029	114	59	frr_{k	frr_{k	NUM
bracis-19029	114	60	,	,	PUNCT
bracis-19029	114	61	t	t	NOUN
bracis-19029	114	62	}	}	PUNCT
bracis-19029	114	63	=	=	SYM
bracis-19029	114	64	\frac{d^{rank_k	\frac{d^{rank_k	PROPN
bracis-19029	114	65	}	}	PUNCT
bracis-19029	114	66	\times	\time	VERB
bracis-19029	114	67	r_k}{\sum	r_k}{\sum	NOUN
bracis-19029	114	68	_	_	PRON
bracis-19029	114	69	{	{	PUNCT
bracis-19029	114	70	l=1}^k	l=1}^k	ADJ
bracis-19029	114	71	d^{rank_l	d^{rank_l	NOUN
bracis-19029	114	72	}	}	PUNCT
bracis-19029	114	73	\times	\times	ADP
bracis-19029	114	74	r_l	r_l	VERB
bracis-19029	114	75	}	}	PUNCT
bracis-19029	114	76	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	114	77	(	(	PUNCT
bracis-19029	114	78	10	10	NUM
bracis-19029	114	79	)	)	PUNCT
bracis-19029	114	80	in	in	ADP
bracis-19029	114	81	which	which	PRON
bracis-19029	114	82	\(d\	\(d\	AUX
bracis-19029	114	83	)	)	PUNCT
bracis-19029	114	84	is	be	AUX
bracis-19029	114	85	the	the	DET
bracis-19029	114	86	best	good	ADJ
bracis-19029	114	87	operator	operator	NOUN
bracis-19029	114	88	influence	influence	NOUN
bracis-19029	114	89	decay	decay	NOUN
bracis-19029	114	90	parameter	parameter	NOUN
bracis-19029	114	91	,	,	PUNCT
bracis-19029	114	92	\(r^{acc}_k\	\(r^{acc}_k\	PROPN
bracis-19029	114	93	)	)	PUNCT
bracis-19029	114	94	is	be	AUX
bracis-19029	114	95	the	the	DET
bracis-19029	114	96	k	k	PROPN
bracis-19029	114	97	-	-	PUNCT
bracis-19029	114	98	th	th	VERB
bracis-19029	114	99	operator	operator	NOUN
bracis-19029	114	100	accumulated	accumulate	VERB
bracis-19029	114	101	reward	reward	NOUN
bracis-19029	114	102	,	,	PUNCT
bracis-19029	114	103	and	and	CCONJ
bracis-19029	114	104	\(rank_k\	\(rank_k\	NOUN
bracis-19029	114	105	)	)	PUNCT
bracis-19029	114	106	is	be	AUX
bracis-19029	114	107	the	the	DET
bracis-19029	114	108	k	k	PROPN
bracis-19029	114	109	-	-	PUNCT
bracis-19029	114	110	th	th	VERB
bracis-19029	114	111	operator	operator	NOUN
bracis-19029	114	112	reward	reward	NOUN
bracis-19029	114	113	sum	sum	NOUN
bracis-19029	114	114	rank	rank	NOUN
bracis-19029	114	115	.	.	PUNCT
bracis-19029	115	1	linear	linear	ADJ
bracis-19029	115	2	upper	upper	ADJ
bracis-19029	115	3	confidence	confidence	NOUN
bracis-19029	115	4	bound	bind	VERB
bracis-19029	115	5	(	(	PUNCT
bracis-19029	115	6	linucb	linucb	NOUN
bracis-19029	115	7	)	)	PUNCT
bracis-19029	115	8	 	 	SPACE
bracis-19029	116	1	[	[	X
bracis-19029	116	2	12	12	NUM
bracis-19029	116	3	]	]	PUNCT
bracis-19029	116	4	works	work	VERB
bracis-19029	116	5	by	by	ADP
bracis-19029	116	6	assuming	assume	VERB
bracis-19029	116	7	that	that	SCONJ
bracis-19029	116	8	the	the	DET
bracis-19029	116	9	reward	reward	NOUN
bracis-19029	116	10	for	for	ADP
bracis-19029	116	11	a	a	DET
bracis-19029	116	12	given	give	VERB
bracis-19029	116	13	operator	operator	NOUN
bracis-19029	116	14	is	be	AUX
bracis-19029	116	15	linearly	linearly	ADV
bracis-19029	116	16	proportional	proportional	ADJ
bracis-19029	116	17	to	to	ADP
bracis-19029	116	18	the	the	DET
bracis-19029	116	19	values	value	NOUN
bracis-19029	116	20	of	of	ADP
bracis-19029	116	21	contextual	contextual	ADJ
bracis-19029	116	22	features	feature	NOUN
bracis-19029	116	23	,	,	PUNCT
bracis-19029	116	24	i.e.	i.e.	X
bracis-19029	116	25	,	,	PUNCT
bracis-19029	116	26	\(e[r_{k	\(e[r_{k	ADJ
bracis-19029	116	27	,	,	PUNCT
bracis-19029	116	28	t}|\boldsymbol{\phi	t}|\boldsymbol{\phi	ADJ
bracis-19029	116	29	}	}	PUNCT
bracis-19029	116	30	_	_	PUNCT
bracis-19029	116	31	{	{	PUNCT
bracis-19029	116	32	k	k	X
bracis-19029	116	33	,	,	PUNCT
bracis-19029	116	34	t	t	PROPN
bracis-19029	116	35	}	}	PUNCT
bracis-19029	116	36	]	]	PUNCT
bracis-19029	116	37	=	=	SYM
bracis-19029	116	38	\boldsymbol{\phi	\boldsymbol{\phi	ADJ
bracis-19029	116	39	}	}	PUNCT
bracis-19029	116	40	_	_	PUNCT
bracis-19029	116	41	{	{	PUNCT
bracis-19029	116	42	k	k	NOUN
bracis-19029	116	43	,	,	PUNCT
bracis-19029	116	44	t}^t	t}^t	NOUN
bracis-19029	116	45	\mathbf	\mathbf	PROPN
bracis-19029	116	46	{	{	PUNCT
bracis-19029	116	47	\theta	\theta	PROPN
bracis-19029	116	48	^*}_{k}\	^*}_{k}\	NUM
bracis-19029	116	49	)	)	PUNCT
bracis-19029	116	50	,	,	PUNCT
bracis-19029	116	51	where	where	SCONJ
bracis-19029	116	52	\(\boldsymbol{\phi	\(\boldsymbol{\phi	ADJ
bracis-19029	116	53	}	}	PUNCT
bracis-19029	116	54	_	_	PUNCT
bracis-19029	116	55	{	{	PUNCT
bracis-19029	116	56	k	k	NOUN
bracis-19029	116	57	,	,	PUNCT
bracis-19029	116	58	t}\	t}\	NUM
bracis-19029	116	59	)	)	PUNCT
bracis-19029	116	60	is	be	AUX
bracis-19029	116	61	the	the	DET
bracis-19029	116	62	feature	feature	NOUN
bracis-19029	116	63	vector	vector	NOUN
bracis-19029	116	64	and	and	CCONJ
bracis-19029	116	65	\(\mathbf	\(\mathbf	NOUN
bracis-19029	116	66	{	{	PUNCT
bracis-19029	116	67	\theta	\theta	PROPN
bracis-19029	116	68	^*}_{k}\	^*}_{k}\	NUM
bracis-19029	116	69	)	)	PUNCT
bracis-19029	116	70	the	the	DET
bracis-19029	116	71	unknown	unknown	ADJ
bracis-19029	116	72	coefficients	coefficient	NOUN
bracis-19029	116	73	.	.	PUNCT
bracis-19029	117	1	we	we	PRON
bracis-19029	117	2	consider	consider	VERB
bracis-19029	117	3	four	four	NUM
bracis-19029	117	4	fitness	fitness	NOUN
bracis-19029	117	5	landscape	landscape	NOUN
bracis-19029	117	6	metrics	metric	NOUN
bracis-19029	117	7	as	as	ADP
bracis-19029	117	8	the	the	DET
bracis-19029	117	9	context	context	NOUN
bracis-19029	117	10	for	for	ADP
bracis-19029	117	11	a	a	DET
bracis-19029	117	12	local	local	ADJ
bracis-19029	117	13	search	search	NOUN
bracis-19029	117	14	procedure	procedure	NOUN
bracis-19029	117	15	,	,	PUNCT
bracis-19029	117	16	calculated	calculate	VERB
bracis-19029	117	17	online	online	ADV
bracis-19029	117	18	during	during	ADP
bracis-19029	117	19	the	the	DET
bracis-19029	117	20	local	local	ADJ
bracis-19029	117	21	search	search	NOUN
bracis-19029	117	22	step	step	NOUN
bracis-19029	117	23	 	 	SPACE
bracis-19029	118	1	[	[	X
bracis-19029	118	2	17	17	NUM
bracis-19029	118	3	]	]	X
bracis-19029	118	4	:	:	PUNCT
bracis-19029	118	5	adaptive	adaptive	ADJ
bracis-19029	118	6	walk	walk	NOUN
bracis-19029	118	7	length	length	NOUN
bracis-19029	118	8	:	:	PUNCT
bracis-19029	118	9	the	the	DET
bracis-19029	118	10	total	total	ADJ
bracis-19029	118	11	number	number	NOUN
bracis-19029	118	12	of	of	ADP
bracis-19029	118	13	steps	step	NOUN
bracis-19029	118	14	of	of	ADP
bracis-19029	118	15	the	the	DET
bracis-19029	118	16	local	local	ADJ
bracis-19029	118	17	search	search	NOUN
bracis-19029	118	18	;	;	PUNCT
bracis-19029	118	19	autocorrelation	autocorrelation	NOUN
bracis-19029	118	20	:	:	PUNCT
bracis-19029	118	21	correlation	correlation	NOUN
bracis-19029	118	22	between	between	ADP
bracis-19029	118	23	the	the	DET
bracis-19029	118	24	fitness	fitness	NOUN
bracis-19029	118	25	values	value	NOUN
bracis-19029	118	26	observed	observe	VERB
bracis-19029	118	27	with	with	ADP
bracis-19029	118	28	the	the	DET
bracis-19029	118	29	fitness	fitness	NOUN
bracis-19029	118	30	values	value	NOUN
bracis-19029	118	31	of	of	ADP
bracis-19029	118	32	the	the	DET
bracis-19029	118	33	previous	previous	ADJ
bracis-19029	118	34	solutions	solution	NOUN
bracis-19029	118	35	;	;	PUNCT
bracis-19029	118	36	fitness	fitness	NOUN
bracis-19029	118	37	-	-	PUNCT
bracis-19029	118	38	distance	distance	NOUN
bracis-19029	118	39	correlation	correlation	NOUN
bracis-19029	118	40	:	:	PUNCT
bracis-19029	118	41	correlation	correlation	NOUN
bracis-19029	118	42	between	between	ADP
bracis-19029	118	43	fitness	fitness	NOUN
bracis-19029	118	44	and	and	CCONJ
bracis-19029	118	45	insertion	insertion	NOUN
bracis-19029	118	46	distance	distance	NOUN
bracis-19029	118	47	considering	consider	VERB
bracis-19029	118	48	the	the	DET
bracis-19029	118	49	initial	initial	ADJ
bracis-19029	118	50	and	and	CCONJ
bracis-19029	118	51	final	final	ADJ
bracis-19029	118	52	solutions	solution	NOUN
bracis-19029	118	53	;	;	PUNCT
bracis-19029	118	54	neutrality	neutrality	NOUN
bracis-19029	118	55	:	:	PUNCT
bracis-19029	118	56	proportion	proportion	NOUN
bracis-19029	118	57	of	of	ADP
bracis-19029	118	58	neighbors	neighbor	NOUN
bracis-19029	118	59	with	with	ADP
bracis-19029	118	60	equal	equal	ADJ
bracis-19029	118	61	fitness	fitness	NOUN
bracis-19029	118	62	values	value	NOUN
bracis-19029	118	63	.	.	PUNCT
bracis-19029	119	1	using	use	VERB
bracis-19029	119	2	a	a	DET
bracis-19029	119	3	ridge	ridge	NOUN
bracis-19029	119	4	regression	regression	NOUN
bracis-19029	119	5	formulation	formulation	NOUN
bracis-19029	119	6	,	,	PUNCT
bracis-19029	119	7	the	the	DET
bracis-19029	119	8	coefficients	coefficient	NOUN
bracis-19029	119	9	can	can	AUX
bracis-19029	119	10	be	be	AUX
bracis-19029	119	11	found	find	VERB
bracis-19029	119	12	efficiently	efficiently	ADV
bracis-19029	119	13	with	with	ADP
bracis-19029	119	14	the	the	DET
bracis-19029	119	15	following	follow	VERB
bracis-19029	119	16	steps	step	NOUN
bracis-19029	119	17	:	:	PUNCT
bracis-19029	119	18	$	$	SYM
bracis-19029	119	19	$	$	SYM
bracis-19029	119	20	\begin{aligned	\begin{aligne	VERB
bracis-19029	119	21	}	}	PUNCT
bracis-19029	119	22	\begin{aligned	\begin{aligne	VERB
bracis-19029	119	23	}	}	PUNCT
bracis-19029	119	24	\mathbf	\mathbf	PROPN
bracis-19029	119	25	{	{	PUNCT
bracis-19029	119	26	\theta	\theta	PROPN
bracis-19029	119	27	^*}_{k	^*}_{k	PROPN
bracis-19029	119	28	,	,	PUNCT
bracis-19029	119	29	t}&=	t}&=	PROPN
bracis-19029	119	30	a_{k	a_{k	PROPN
bracis-19029	119	31	,	,	PUNCT
bracis-19029	119	32	t}^{-1	t}^{-1	PROPN
bracis-19029	119	33	}	}	PUNCT
bracis-19029	119	34	b_{k	b_{k	PROPN
bracis-19029	119	35	,	,	PUNCT
bracis-19029	119	36	t	t	PROPN
bracis-19029	119	37	}	}	PUNCT
bracis-19029	119	38	\\	\\	NOUN
bracis-19029	119	39	p_{k	p_{k	PROPN
bracis-19029	119	40	,	,	PUNCT
bracis-19029	119	41	t}&=	t}&=	PROPN
bracis-19029	119	42	\mathbf	\mathbf	PROPN
bracis-19029	119	43	{	{	PUNCT
bracis-19029	119	44	\theta	\theta	PROPN
bracis-19029	119	45	^*}_{k	^*}_{k	PROPN
bracis-19029	119	46	,	,	PUNCT
bracis-19029	119	47	t	t	PROPN
bracis-19029	119	48	}	}	PUNCT
bracis-19029	119	49	\boldsymbol{\phi	\boldsymbol{\phi	PROPN
bracis-19029	119	50	}	}	PUNCT
bracis-19029	119	51	_	_	PUNCT
bracis-19029	119	52	{	{	PUNCT
bracis-19029	119	53	k	k	X
bracis-19029	119	54	,	,	PUNCT
bracis-19029	119	55	t	t	PROPN
bracis-19029	119	56	}	}	PUNCT
bracis-19029	119	57	+	+	CCONJ
bracis-19029	119	58	\alpha	\alpha	ADP
bracis-19029	119	59	\sqrt{\boldsymbol{\phi	\sqrt{\boldsymbol{\phi	NUM
bracis-19029	119	60	}	}	PUNCT
bracis-19029	119	61	_	_	PUNCT
bracis-19029	119	62	{	{	PUNCT
bracis-19029	119	63	k	k	X
bracis-19029	119	64	,	,	PUNCT
bracis-19029	119	65	t	t	PROPN
bracis-19029	119	66	}	}	PUNCT
bracis-19029	119	67	a_{k	a_{k	PROPN
bracis-19029	119	68	,	,	PUNCT
bracis-19029	119	69	t}^{-1	t}^{-1	PROPN
bracis-19029	119	70	}	}	PUNCT
bracis-19029	119	71	\boldsymbol{\phi	\boldsymbol{\phi	ADJ
bracis-19029	119	72	}	}	PUNCT
bracis-19029	119	73	_	_	PUNCT
bracis-19029	119	74	{	{	PUNCT
bracis-19029	119	75	k	k	X
bracis-19029	119	76	,	,	PUNCT
bracis-19029	119	77	t	t	PROPN
bracis-19029	119	78	}	}	PUNCT
bracis-19029	119	79	}	}	PUNCT
bracis-19029	119	80	\end{aligned	\end{aligne	VERB
bracis-19029	119	81	}	}	PUNCT
bracis-19029	119	82	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	119	83	(	(	PUNCT
bracis-19029	119	84	11	11	NUM
bracis-19029	119	85	)	)	PUNCT
bracis-19029	119	86	where	where	SCONJ
bracis-19029	119	87	\(\alpha	\(\alpha	ADV
bracis-19029	119	88	\	\	PROPN
bracis-19029	119	89	)	)	PUNCT
bracis-19029	119	90	is	be	AUX
bracis-19029	119	91	a	a	DET
bracis-19029	119	92	learning	learning	NOUN
bracis-19029	119	93	rate	rate	NOUN
bracis-19029	119	94	parameter	parameter	NOUN
bracis-19029	119	95	.	.	PUNCT
bracis-19029	120	1	the	the	DET
bracis-19029	120	2	operator	operator	NOUN
bracis-19029	120	3	with	with	ADP
bracis-19029	120	4	maximum	maximum	ADJ
bracis-19029	120	5	\(p_{k	\(p_{k	NOUN
bracis-19029	120	6	,	,	PUNCT
bracis-19029	120	7	t}\	t}\	PRON
bracis-19029	120	8	)	)	PUNCT
bracis-19029	120	9	is	be	AUX
bracis-19029	120	10	chosen	choose	VERB
bracis-19029	120	11	,	,	PUNCT
bracis-19029	120	12	yielding	yield	VERB
bracis-19029	120	13	the	the	DET
bracis-19029	120	14	reward	reward	NOUN
bracis-19029	120	15	value	value	NOUN
bracis-19029	120	16	\(r_{k	\(r_{k	NOUN
bracis-19029	120	17	,	,	PUNCT
bracis-19029	120	18	t}\	t}\	NUM
bracis-19029	120	19	)	)	PUNCT
bracis-19029	120	20	,	,	PUNCT
bracis-19029	120	21	and	and	CCONJ
bracis-19029	120	22	the	the	DET
bracis-19029	120	23	model	model	NOUN
bracis-19029	120	24	update	update	NOUN
bracis-19029	120	25	follows	follow	VERB
bracis-19029	120	26	:	:	PUNCT
bracis-19029	120	27	$	$	SYM
bracis-19029	120	28	$	$	SYM
bracis-19029	120	29	\begin{aligned	\begin{aligne	VERB
bracis-19029	120	30	}	}	PUNCT
bracis-19029	120	31	\begin{aligned	\begin{aligne	VERB
bracis-19029	120	32	}	}	PUNCT
bracis-19029	120	33	a_{k	a_{k	PROPN
bracis-19029	120	34	,	,	PUNCT
bracis-19029	120	35	t}&=	t}&=	PROPN
bracis-19029	120	36	a_{k	a_{k	PROPN
bracis-19029	120	37	,	,	PUNCT
bracis-19029	120	38	t-1	t-1	PROPN
bracis-19029	120	39	}	}	PUNCT
bracis-19029	121	1	+	+	CCONJ
bracis-19029	121	2	\boldsymbol{\phi	\boldsymbol{\phi	ADJ
bracis-19029	121	3	}	}	PUNCT
bracis-19029	121	4	_	_	PUNCT
bracis-19029	121	5	{	{	PUNCT
bracis-19029	121	6	k	k	X
bracis-19029	121	7	,	,	PUNCT
bracis-19029	121	8	t	t	PROPN
bracis-19029	121	9	}	}	PUNCT
bracis-19029	121	10	\boldsymbol{\phi	\boldsymbol{\phi	PROPN
bracis-19029	121	11	}	}	PUNCT
bracis-19029	121	12	_	_	PUNCT
bracis-19029	121	13	{	{	PUNCT
bracis-19029	121	14	k	k	ADJ
bracis-19029	121	15	,	,	PUNCT
bracis-19029	121	16	t}^t	t}^t	PROPN
bracis-19029	121	17	\\	\\	NOUN
bracis-19029	121	18	b_{k	b_{k	PROPN
bracis-19029	121	19	,	,	PUNCT
bracis-19029	121	20	t}&=	t}&=	PROPN
bracis-19029	121	21	b_{k	b_{k	PROPN
bracis-19029	121	22	,	,	PUNCT
bracis-19029	121	23	t-1	t-1	PROPN
bracis-19029	121	24	}	}	PUNCT
bracis-19029	121	25	+	+	CCONJ
bracis-19029	121	26	r_{k	r_{k	PROPN
bracis-19029	121	27	,	,	PUNCT
bracis-19029	121	28	t	t	PROPN
bracis-19029	121	29	}	}	PUNCT
bracis-19029	121	30	\boldsymbol{\phi	\boldsymbol{\phi	PROPN
bracis-19029	121	31	}	}	PUNCT
bracis-19029	121	32	_	_	PUNCT
bracis-19029	121	33	{	{	PUNCT
bracis-19029	121	34	k	k	X
bracis-19029	121	35	,	,	PUNCT
bracis-19029	121	36	t	t	PROPN
bracis-19029	121	37	}	}	PUNCT
bracis-19029	121	38	.	.	PUNCT
bracis-19029	122	1	\end{aligned	\end{aligne	VERB
bracis-19029	122	2	}	}	PUNCT
bracis-19029	122	3	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	122	4	(	(	PUNCT
bracis-19029	122	5	12	12	NUM
bracis-19029	122	6	)	)	PUNCT
bracis-19029	122	7	thompson	thompson	NOUN
bracis-19029	122	8	sampling	sampling	NOUN
bracis-19029	122	9	(	(	PUNCT
bracis-19029	122	10	ts	ts	NOUN
bracis-19029	122	11	)	)	PUNCT
bracis-19029	122	12	 	 	SPACE
bracis-19029	123	1	[	[	X
bracis-19029	123	2	19	19	NUM
bracis-19029	123	3	]	]	X
bracis-19029	123	4	strategy	strategy	NOUN
bracis-19029	123	5	starts	start	VERB
bracis-19029	123	6	with	with	ADP
bracis-19029	123	7	a	a	DET
bracis-19029	123	8	prior	prior	ADJ
bracis-19029	123	9	distribution	distribution	NOUN
bracis-19029	123	10	,	,	PUNCT
bracis-19029	123	11	chooses	choose	VERB
bracis-19029	123	12	the	the	DET
bracis-19029	123	13	best	good	ADJ
bracis-19029	123	14	operator	operator	NOUN
bracis-19029	123	15	by	by	ADP
bracis-19029	123	16	sampling	sample	VERB
bracis-19029	123	17	,	,	PUNCT
bracis-19029	123	18	observes	observe	VERB
bracis-19029	123	19	the	the	DET
bracis-19029	123	20	output	output	NOUN
bracis-19029	123	21	and	and	CCONJ
bracis-19029	123	22	updates	update	VERB
bracis-19029	123	23	the	the	DET
bracis-19029	123	24	distribution	distribution	NOUN
bracis-19029	123	25	.	.	PUNCT
bracis-19029	124	1	the	the	DET
bracis-19029	124	2	beta	beta	ADJ
bracis-19029	124	3	distribution	distribution	NOUN
bracis-19029	124	4	\(beta(s_{k	\(beta(s_{k	PROPN
bracis-19029	124	5	,	,	PUNCT
bracis-19029	124	6	t	t	PROPN
bracis-19029	124	7	}	}	PUNCT
bracis-19029	124	8	,	,	PUNCT
bracis-19029	124	9	f_{k	f_{k	NOUN
bracis-19029	124	10	,	,	PUNCT
bracis-19029	124	11	t})\	t})\	NOUN
bracis-19029	124	12	)	)	PUNCT
bracis-19029	124	13	models	model	VERB
bracis-19029	124	14	bernoulli	bernoulli	NOUN
bracis-19029	124	15	trials	trial	NOUN
bracis-19029	124	16	where	where	SCONJ
bracis-19029	124	17	operator	operator	NOUN
bracis-19029	124	18	k	k	PROPN
bracis-19029	124	19	has	have	VERB
bracis-19029	124	20	\(s_{k	\(s_{k	PROPN
bracis-19029	124	21	,	,	PUNCT
bracis-19029	124	22	t}\	t}\	NUM
bracis-19029	124	23	)	)	PUNCT
bracis-19029	124	24	successes	success	NOUN
bracis-19029	124	25	(	(	PUNCT
bracis-19029	124	26	rewards	reward	VERB
bracis-19029	124	27	\(r_{k	\(r_{k	NOUN
bracis-19029	124	28	}	}	PUNCT
bracis-19029	124	29	>	>	X
bracis-19029	124	30	0\	0\	PROPN
bracis-19029	124	31	)	)	PUNCT
bracis-19029	124	32	)	)	PUNCT
bracis-19029	124	33	and	and	CCONJ
bracis-19029	124	34	\(f_{k	\(f_{k	NOUN
bracis-19029	124	35	,	,	PUNCT
bracis-19029	124	36	t}\	t}\	NUM
bracis-19029	124	37	)	)	PUNCT
bracis-19029	124	38	fails	fail	VERB
bracis-19029	124	39	(	(	PUNCT
bracis-19029	124	40	rewards	reward	NOUN
bracis-19029	124	41	\(r_{k	\(r_{k	NOUN
bracis-19029	124	42	}	}	PUNCT
bracis-19029	124	43	\le	\le	PROPN
bracis-19029	124	44	0\	0\	PROPN
bracis-19029	124	45	)	)	PUNCT
bracis-19029	124	46	)	)	PUNCT
bracis-19029	124	47	.	.	PUNCT
bracis-19029	125	1	therefore	therefore	ADV
bracis-19029	125	2	we	we	PRON
bracis-19029	125	3	choose	choose	VERB
bracis-19029	125	4	the	the	DET
bracis-19029	125	5	operator	operator	NOUN
bracis-19029	125	6	with	with	ADP
bracis-19029	125	7	:	:	PUNCT
bracis-19029	125	8	$	$	SYM
bracis-19029	125	9	$	$	SYM
bracis-19029	125	10	\begin{aligned	\begin{aligne	VERB
bracis-19029	125	11	}	}	PUNCT
bracis-19029	125	12	op	op	NOUN
bracis-19029	125	13	=	=	PUNCT
bracis-19029	125	14	\mathop	\mathop	PROPN
bracis-19029	125	15	{	{	PUNCT
bracis-19029	125	16	\text	\text	PROPN
bracis-19029	125	17	{	{	PUNCT
bracis-19029	125	18	arg	arg	NOUN
bracis-19029	125	19	max}}\limits	max}}\limit	NOUN
bracis-19029	125	20	_	_	PUNCT
bracis-19029	126	1	{	{	PUNCT
bracis-19029	126	2	k	k	ADJ
bracis-19029	126	3	}	}	PUNCT
bracis-19029	126	4	sample[beta(s_{k	sample[beta(s_{k	PROPN
bracis-19029	126	5	,	,	PUNCT
bracis-19029	126	6	t	t	PROPN
bracis-19029	126	7	}	}	PUNCT
bracis-19029	126	8	,	,	PUNCT
bracis-19029	126	9	f_{k	f_{k	NOUN
bracis-19029	126	10	,	,	PUNCT
bracis-19029	126	11	t	t	NOUN
bracis-19029	126	12	}	}	PUNCT
bracis-19029	126	13	)	)	PUNCT
bracis-19029	126	14	]	]	PUNCT
bracis-19029	127	1	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	127	2	(	(	PUNCT
bracis-19029	127	3	13	13	NUM
bracis-19029	127	4	)	)	PUNCT
bracis-19029	127	5	and	and	CCONJ
bracis-19029	127	6	update	update	VERB
bracis-19029	127	7	the	the	DET
bracis-19029	127	8	distribution	distribution	NOUN
bracis-19029	127	9	after	after	ADP
bracis-19029	127	10	the	the	DET
bracis-19029	127	11	reward	reward	NOUN
bracis-19029	127	12	:	:	PUNCT
bracis-19029	127	13	$	$	SYM
bracis-19029	127	14	$	$	SYM
bracis-19029	127	15	\begin{aligned	\begin{aligne	VERB
bracis-19029	127	16	}	}	PUNCT
bracis-19029	127	17	\begin{aligned	\begin{aligne	VERB
bracis-19029	127	18	}	}	PUNCT
bracis-19029	127	19	s_{k	s_{k	NOUN
bracis-19029	127	20	,	,	PUNCT
bracis-19029	127	21	t}&=	t}&=	PROPN
bracis-19029	127	22	s_{k	s_{k	PROPN
bracis-19029	127	23	,	,	PUNCT
bracis-19029	127	24	t-1	t-1	PROPN
bracis-19029	127	25	}	}	PUNCT
bracis-19029	127	26	+	+	CCONJ
bracis-19029	127	27	1_{r_{k	1_{r_{k	NUM
bracis-19029	127	28	,	,	PUNCT
bracis-19029	127	29	t	t	PROPN
bracis-19029	127	30	}	}	PUNCT
bracis-19029	127	31	>	>	X
bracis-19029	127	32	0	0	NUM
bracis-19029	127	33	}	}	PUNCT
bracis-19029	127	34	\\	\\	NOUN
bracis-19029	127	35	f_{k	f_{k	PROPN
bracis-19029	127	36	,	,	PUNCT
bracis-19029	127	37	t}&=	t}&=	PROPN
bracis-19029	127	38	f_{k	f_{k	NOUN
bracis-19029	127	39	,	,	PUNCT
bracis-19029	127	40	t-1	t-1	PROPN
bracis-19029	127	41	}	}	PUNCT
bracis-19029	127	42	+	+	CCONJ
bracis-19029	127	43	1_{r_{k	1_{r_{k	NUM
bracis-19029	127	44	,	,	PUNCT
bracis-19029	127	45	t	t	PROPN
bracis-19029	127	46	}	}	PUNCT
bracis-19029	127	47	\le	\le	PROPN
bracis-19029	127	48	0	0	NUM
bracis-19029	127	49	}	}	PUNCT
bracis-19029	127	50	.	.	PUNCT
bracis-19029	128	1	\end{aligned	\end{aligne	VERB
bracis-19029	128	2	}	}	PUNCT
bracis-19029	128	3	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	128	4	(	(	PUNCT
bracis-19029	128	5	14	14	NUM
bracis-19029	128	6	)	)	PUNCT
bracis-19029	128	7	alternatively	alternatively	ADV
bracis-19029	128	8	,	,	PUNCT
bracis-19029	128	9	the	the	DET
bracis-19029	128	10	dynamic	dynamic	NOUN
bracis-19029	128	11	ts	ts	ADP
bracis-19029	128	12	 	 	SPACE
bracis-19029	129	1	[	[	X
bracis-19029	129	2	8	8	NUM
bracis-19029	129	3	]	]	PUNCT
bracis-19029	129	4	introduces	introduce	VERB
bracis-19029	129	5	a	a	DET
bracis-19029	129	6	window	window	NOUN
bracis-19029	129	7	size	size	NOUN
bracis-19029	129	8	parameter	parameter	PROPN
bracis-19029	129	9	w	w	PROPN
bracis-19029	129	10	and	and	CCONJ
bracis-19029	129	11	a	a	DET
bracis-19029	129	12	modified	modify	VERB
bracis-19029	129	13	update	update	NOUN
bracis-19029	129	14	rule	rule	NOUN
bracis-19029	129	15	(	(	PUNCT
bracis-19029	129	16	after	after	ADP
bracis-19029	129	17	iteration	iteration	PROPN
bracis-19029	129	18	w	w	PROPN
bracis-19029	129	19	)	)	PUNCT
bracis-19029	129	20	as	as	SCONJ
bracis-19029	129	21	follows	follow	VERB
bracis-19029	129	22	:	:	PUNCT
bracis-19029	129	23	$	$	SYM
bracis-19029	129	24	$	$	SYM
bracis-19029	129	25	\begin{aligned	\begin{aligne	VERB
bracis-19029	129	26	}	}	PUNCT
bracis-19029	129	27	\begin{aligned	\begin{aligne	VERB
bracis-19029	129	28	}	}	PUNCT
bracis-19029	129	29	s_{k	s_{k	NOUN
bracis-19029	129	30	,	,	PUNCT
bracis-19029	129	31	t}&=	t}&=	PROPN
bracis-19029	129	32	(	(	PUNCT
bracis-19029	129	33	s_{k	s_{k	PROPN
bracis-19029	129	34	,	,	PUNCT
bracis-19029	129	35	t-1	t-1	PROPN
bracis-19029	129	36	}	}	PUNCT
bracis-19029	129	37	+	+	CCONJ
bracis-19029	129	38	1_{r_{k	1_{r_{k	NUM
bracis-19029	129	39	,	,	PUNCT
bracis-19029	129	40	t	t	PROPN
bracis-19029	129	41	}	}	PUNCT
bracis-19029	129	42	>	>	X
bracis-19029	129	43	0	0	NUM
bracis-19029	129	44	}	}	PUNCT
bracis-19029	129	45	)	)	PUNCT
bracis-19029	130	1	\tfrac{w}{w+1	\tfrac{w}{w+1	PROPN
bracis-19029	130	2	}	}	PUNCT
bracis-19029	130	3	\\	\\	NOUN
bracis-19029	130	4	f_{k	f_{k	NOUN
bracis-19029	130	5	,	,	PUNCT
bracis-19029	130	6	t}&=	t}&=	PROPN
bracis-19029	130	7	(	(	PUNCT
bracis-19029	130	8	f_{k	f_{k	NOUN
bracis-19029	130	9	,	,	PUNCT
bracis-19029	130	10	t-1	t-1	PROPN
bracis-19029	130	11	}	}	PUNCT
bracis-19029	130	12	+	+	CCONJ
bracis-19029	130	13	1_{r_{k	1_{r_{k	NUM
bracis-19029	130	14	,	,	PUNCT
bracis-19029	130	15	t	t	PROPN
bracis-19029	130	16	}	}	PUNCT
bracis-19029	130	17	\le	\le	PROPN
bracis-19029	130	18	0	0	NUM
bracis-19029	130	19	}	}	PUNCT
bracis-19029	130	20	)	)	PUNCT
bracis-19029	130	21	\tfrac{w}{w+1	\tfrac{w}{w+1	PROPN
bracis-19029	130	22	}	}	PUNCT
bracis-19029	130	23	.	.	PUNCT
bracis-19029	131	1	\end{aligned	\end{aligne	VERB
bracis-19029	131	2	}	}	PUNCT
bracis-19029	131	3	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	131	4	(	(	PUNCT
bracis-19029	131	5	15	15	NUM
bracis-19029	131	6	)	)	PUNCT
bracis-19029	131	7	table	table	NOUN
bracis-19029	131	8	1	1	NUM
bracis-19029	131	9	.	.	PUNCT
bracis-19029	131	10	hyper	hyper	NOUN
bracis-19029	131	11	-	-	NOUN
bracis-19029	131	12	parameters	parameter	NOUN
bracis-19029	131	13	of	of	ADP
bracis-19029	131	14	the	the	DET
bracis-19029	131	15	addressed	address	VERB
bracis-19029	131	16	adaptation	adaptation	NOUN
bracis-19029	131	17	strategies.full	strategies.full	NUM
bracis-19029	131	18	size	size	NOUN
bracis-19029	131	19	table	table	NOUN
bracis-19029	131	20	table	table	NOUN
bracis-19029	131	21	 	 	SPACE
bracis-19029	131	22	1	1	NUM
bracis-19029	131	23	shows	show	VERB
bracis-19029	131	24	a	a	DET
bracis-19029	131	25	summary	summary	NOUN
bracis-19029	131	26	of	of	ADP
bracis-19029	131	27	all	all	DET
bracis-19029	131	28	hyper	hyper	NOUN
bracis-19029	131	29	-	-	NOUN
bracis-19029	131	30	parameters	parameter	NOUN
bracis-19029	131	31	used	use	VERB
bracis-19029	131	32	by	by	ADP
bracis-19029	131	33	the	the	DET
bracis-19029	131	34	adaptation	adaptation	NOUN
bracis-19029	131	35	strategies	strategy	NOUN
bracis-19029	131	36	,	,	PUNCT
bracis-19029	131	37	as	as	ADV
bracis-19029	131	38	well	well	ADV
bracis-19029	131	39	as	as	ADP
bracis-19029	131	40	two	two	NUM
bracis-19029	131	41	hyper	hyper	ADJ
bracis-19029	131	42	-	-	ADJ
bracis-19029	131	43	parameters	parameter	NOUN
bracis-19029	131	44	common	common	ADJ
bracis-19029	131	45	to	to	ADP
bracis-19029	131	46	all	all	DET
bracis-19029	131	47	strategies	strategy	NOUN
bracis-19029	131	48	:	:	PUNCT
bracis-19029	131	49	reward	reward	NOUN
bracis-19029	131	50	type	type	NOUN
bracis-19029	131	51	and	and	CCONJ
bracis-19029	131	52	warm	warm	NOUN
bracis-19029	131	53	-	-	PUNCT
bracis-19029	131	54	up	up	ADP
bracis-19029	131	55	period	period	NOUN
bracis-19029	131	56	.	.	PUNCT
bracis-19029	132	1	the	the	DET
bracis-19029	132	2	warm	warm	ADJ
bracis-19029	132	3	-	-	PUNCT
bracis-19029	132	4	up	up	ADP
bracis-19029	132	5	period	period	NOUN
bracis-19029	132	6	is	be	AUX
bracis-19029	132	7	considered	consider	VERB
bracis-19029	132	8	at	at	ADP
bracis-19029	132	9	the	the	DET
bracis-19029	132	10	beginning	beginning	NOUN
bracis-19029	132	11	of	of	ADP
bracis-19029	132	12	the	the	DET
bracis-19029	132	13	iterations	iteration	NOUN
bracis-19029	132	14	where	where	SCONJ
bracis-19029	132	15	strategies	strategy	NOUN
bracis-19029	132	16	are	be	AUX
bracis-19029	132	17	chosen	choose	VERB
bracis-19029	132	18	randomly	randomly	ADV
bracis-19029	132	19	.	.	PUNCT
bracis-19029	133	1	reward	reward	NOUN
bracis-19029	133	2	type	type	NOUN
bracis-19029	133	3	is	be	AUX
bracis-19029	133	4	detailed	detail	VERB
bracis-19029	133	5	in	in	ADP
bracis-19029	133	6	the	the	DET
bracis-19029	133	7	next	next	ADJ
bracis-19029	133	8	section	section	NOUN
bracis-19029	133	9	.	.	PUNCT
bracis-19029	134	1	3	3	NUM
bracis-19029	134	2	adaptive	adaptive	ADJ
bracis-19029	134	3	ig	ig	PROPN
bracis-19029	134	4	proposal	proposal	NOUN
bracis-19029	134	5	considered	consider	VERB
bracis-19029	134	6	the	the	DET
bracis-19029	134	7	state	state	NOUN
bracis-19029	134	8	of	of	ADP
bracis-19029	134	9	the	the	DET
bracis-19029	134	10	art	art	NOUN
bracis-19029	134	11	for	for	ADP
bracis-19029	134	12	some	some	DET
bracis-19029	134	13	fsp	fsp	NOUN
bracis-19029	134	14	variants	variant	NOUN
bracis-19029	134	15	,	,	PUNCT
bracis-19029	134	16	the	the	DET
bracis-19029	134	17	iterated	iterated	ADJ
bracis-19029	134	18	greedy	greedy	ADJ
bracis-19029	134	19	(	(	PUNCT
bracis-19029	134	20	ig	ig	NOUN
bracis-19029	134	21	)	)	PUNCT
bracis-19029	134	22	algorithm	algorithm	NOUN
bracis-19029	134	23	 	 	SPACE
bracis-19029	135	1	[	[	X
bracis-19029	135	2	18	18	NUM
bracis-19029	135	3	]	]	PUNCT
bracis-19029	135	4	is	be	AUX
bracis-19029	135	5	a	a	DET
bracis-19029	135	6	successful	successful	ADJ
bracis-19029	135	7	iterative	iterative	NOUN
bracis-19029	135	8	metaheuristic	metaheuristic	NOUN
bracis-19029	135	9	that	that	PRON
bracis-19029	135	10	encompasses	encompass	VERB
bracis-19029	135	11	five	five	NUM
bracis-19029	135	12	main	main	ADJ
bracis-19029	135	13	steps	step	NOUN
bracis-19029	135	14	:	:	PUNCT
bracis-19029	135	15	(	(	PUNCT
bracis-19029	135	16	1	1	X
bracis-19029	135	17	)	)	PUNCT
bracis-19029	135	18	the	the	DET
bracis-19029	135	19	incumbent	incumbent	ADJ
bracis-19029	135	20	solution	solution	NOUN
bracis-19029	135	21	\(x\	\(x\	VERB
bracis-19029	135	22	)	)	PUNCT
bracis-19029	135	23	is	be	AUX
bracis-19029	135	24	initialized	initialize	VERB
bracis-19029	135	25	,	,	PUNCT
bracis-19029	135	26	(	(	PUNCT
bracis-19029	135	27	2	2	X
bracis-19029	135	28	)	)	PUNCT
bracis-19029	135	29	a	a	DET
bracis-19029	135	30	destruction	destruction	NOUN
bracis-19029	135	31	phase	phase	NOUN
bracis-19029	135	32	randomly	randomly	ADV
bracis-19029	135	33	removes	remove	VERB
bracis-19029	135	34	d	d	NOUN
bracis-19029	135	35	jobs	job	NOUN
bracis-19029	135	36	,	,	PUNCT
bracis-19029	135	37	(	(	PUNCT
bracis-19029	135	38	3	3	X
bracis-19029	135	39	)	)	PUNCT
bracis-19029	135	40	a	a	DET
bracis-19029	135	41	construction	construction	NOUN
bracis-19029	135	42	procedure	procedure	NOUN
bracis-19029	135	43	inserts	insert	VERB
bracis-19029	135	44	each	each	DET
bracis-19029	135	45	job	job	NOUN
bracis-19029	135	46	at	at	ADP
bracis-19029	135	47	the	the	DET
bracis-19029	135	48	best	good	ADJ
bracis-19029	135	49	position	position	NOUN
bracis-19029	135	50	,	,	PUNCT
bracis-19029	135	51	(	(	PUNCT
bracis-19029	135	52	4	4	X
bracis-19029	135	53	)	)	PUNCT
bracis-19029	135	54	a	a	DET
bracis-19029	135	55	local	local	ADJ
bracis-19029	135	56	search	search	NOUN
bracis-19029	135	57	generates	generate	VERB
bracis-19029	135	58	a	a	DET
bracis-19029	135	59	new	new	ADJ
bracis-19029	135	60	solution	solution	NOUN
bracis-19029	135	61	by	by	ADP
bracis-19029	135	62	exploiting	exploit	VERB
bracis-19029	135	63	the	the	DET
bracis-19029	135	64	solution	solution	NOUN
bracis-19029	135	65	resulted	result	VERB
bracis-19029	135	66	from	from	ADP
bracis-19029	135	67	construction	construction	NOUN
bracis-19029	135	68	and	and	CCONJ
bracis-19029	135	69	(	(	PUNCT
bracis-19029	135	70	5	5	X
bracis-19029	135	71	)	)	PUNCT
bracis-19029	135	72	the	the	DET
bracis-19029	135	73	new	new	ADJ
bracis-19029	135	74	solution	solution	NOUN
bracis-19029	135	75	replaces	replace	VERB
bracis-19029	135	76	the	the	DET
bracis-19029	135	77	incumbent	incumbent	NOUN
bracis-19029	135	78	\(x\	\(x\	NOUN
bracis-19029	135	79	)	)	PUNCT
bracis-19029	135	80	according	accord	VERB
bracis-19029	135	81	to	to	ADP
bracis-19029	135	82	an	an	DET
bracis-19029	135	83	acceptance	acceptance	NOUN
bracis-19029	135	84	criterion	criterion	NOUN
bracis-19029	135	85	.	.	PUNCT
bracis-19029	136	1	the	the	DET
bracis-19029	136	2	last	last	ADJ
bracis-19029	136	3	step	step	NOUN
bracis-19029	136	4	accepts	accept	VERB
bracis-19029	136	5	the	the	DET
bracis-19029	136	6	new	new	ADJ
bracis-19029	136	7	solution	solution	NOUN
bracis-19029	136	8	\(x''\	\(x''\	PROPN
bracis-19029	136	9	)	)	PUNCT
bracis-19029	136	10	based	base	VERB
bracis-19029	136	11	on	on	ADP
bracis-19029	136	12	the	the	DET
bracis-19029	136	13	following	following	ADJ
bracis-19029	136	14	probability	probability	NOUN
bracis-19029	136	15	:	:	PUNCT
bracis-19029	136	16	$	$	SYM
bracis-19029	136	17	$	$	SYM
bracis-19029	136	18	\begin{aligned	\begin{aligne	VERB
bracis-19029	136	19	}	}	PUNCT
bracis-19029	136	20	p_{accep}(x	p_{accep}(x	NOUN
bracis-19029	136	21	''	''	PUNCT
bracis-19029	136	22	)	)	PUNCT
bracis-19029	137	1	=	=	SYM
bracis-19029	137	2	\left\	\left\	PROPN
bracis-19029	137	3	{	{	PUNCT
bracis-19029	137	4	\begin{array}{ll	\begin{array}{ll	PROPN
bracis-19029	137	5	}	}	PUNCT
bracis-19029	137	6	1.0	1.0	NUM
bracis-19029	137	7	&	&	CCONJ
bracis-19029	137	8	{	{	PUNCT
bracis-19029	137	9	}	}	PUNCT
bracis-19029	137	10	\text	\text	NOUN
bracis-19029	137	11	{	{	PUNCT
bracis-19029	137	12	if	if	SCONJ
bracis-19029	137	13	}	}	PUNCT
bracis-19029	137	14	f(x	f(x	PROPN
bracis-19029	137	15	''	''	PUNCT
bracis-19029	137	16	)	)	PUNCT
bracis-19029	138	1	<	<	X
bracis-19029	138	2	f(x	f(x	PROPN
bracis-19029	138	3	)	)	PUNCT
bracis-19029	138	4	\\	\\	NOUN
bracis-19029	138	5	\exp	\exp	PROPN
bracis-19029	138	6	\left	\left	PROPN
bracis-19029	138	7	(	(	PUNCT
bracis-19029	138	8	\tfrac{-(f(x	\tfrac{-(f(x	NOUN
bracis-19029	138	9	''	''	PUNCT
bracis-19029	138	10	)	)	PUNCT
bracis-19029	138	11	f(x	f(x	PROPN
bracis-19029	138	12	)	)	PUNCT
bracis-19029	138	13	)	)	PUNCT
bracis-19029	139	1	}	}	PUNCT
bracis-19029	139	2	{	{	PUNCT
bracis-19029	139	3	temp	temp	NOUN
bracis-19029	139	4	}	}	PUNCT
bracis-19029	139	5	\right	\right	PROPN
bracis-19029	139	6	)	)	PUNCT
bracis-19029	139	7	&	&	CCONJ
bracis-19029	139	8	{	{	PUNCT
bracis-19029	139	9	}	}	PUNCT
bracis-19029	139	10	\text	\text	ADV
bracis-19029	139	11	{	{	PUNCT
bracis-19029	139	12	otherwise	otherwise	ADV
bracis-19029	139	13	}	}	PUNCT
bracis-19029	139	14	\\	\\	NOUN
bracis-19029	139	15	\end{array}\right	\end{array}\right	PROPN
bracis-19029	139	16	.	.	PUNCT
bracis-19029	139	17	\end{aligned}$$	\end{aligned}$$	PROPN
bracis-19029	139	18	(	(	PUNCT
bracis-19029	139	19	16	16	NUM
bracis-19029	139	20	)	)	PUNCT
bracis-19029	140	1	where	where	SCONJ
bracis-19029	140	2	f	f	X
bracis-19029	140	3	(	(	PUNCT
bracis-19029	140	4	.	.	PUNCT
bracis-19029	140	5	)	)	PUNCT
bracis-19029	140	6	is	be	AUX
bracis-19029	140	7	the	the	DET
bracis-19029	140	8	cost	cost	NOUN
bracis-19029	140	9	function	function	NOUN
bracis-19029	140	10	and	and	CCONJ
bracis-19029	140	11	temp	temp	NOUN
bracis-19029	140	12	is	be	AUX
bracis-19029	140	13	the	the	DET
bracis-19029	140	14	temperature	temperature	NOUN
bracis-19029	140	15	defined	define	VERB
bracis-19029	140	16	by	by	ADP
bracis-19029	140	17	:	:	PUNCT
bracis-19029	140	18	$	$	SYM
bracis-19029	140	19	$	$	SYM
bracis-19029	140	20	\begin{aligned	\begin{aligne	VERB
bracis-19029	140	21	}	}	PUNCT
bracis-19029	140	22	temp	temp	NOUN
bracis-19029	140	23	=	=	PUNCT
bracis-19029	140	24	t	t	NOUN
bracis-19029	140	25	\times	\time	NOUN
bracis-19029	140	26	\frac{\sum	\frac{\sum	VERB
bracis-19029	140	27	_	_	PRON
bracis-19029	140	28	{	{	PUNCT
bracis-19029	140	29	j=1}^{j}\sum	j=1}^{j}\sum	NOUN
bracis-19029	140	30	_	_	PRON
bracis-19029	140	31	{	{	PUNCT
bracis-19029	140	32	m=1}^{m	m=1}^{m	NOUN
bracis-19029	140	33	}	}	PUNCT
bracis-19029	140	34	p_{j	p_{j	PROPN
bracis-19029	140	35	,	,	PUNCT
bracis-19029	140	36	m}}{j	m}}{j	NOUN
bracis-19029	140	37	*	*	X
bracis-19029	140	38	m	m	PROPN
bracis-19029	140	39	*	*	PROPN
bracis-19029	140	40	10	10	NUM
bracis-19029	140	41	}	}	PUNCT
bracis-19029	140	42	.	.	PUNCT
bracis-19029	141	1	\end{aligned}$$	\end{aligned}$$	PROPN
bracis-19029	141	2	(	(	PUNCT
bracis-19029	141	3	17	17	NUM
bracis-19029	141	4	)	)	PUNCT
bracis-19029	141	5	ig	ig	PROPN
bracis-19029	141	6	has	have	VERB
bracis-19029	141	7	two	two	NUM
bracis-19029	141	8	main	main	ADJ
bracis-19029	141	9	parameters	parameter	NOUN
bracis-19029	141	10	:	:	PUNCT
bracis-19029	141	11	the	the	DET
bracis-19029	141	12	destruction	destruction	NOUN
bracis-19029	141	13	size	size	NOUN
bracis-19029	141	14	d	d	NOUN
bracis-19029	141	15	and	and	CCONJ
bracis-19029	141	16	the	the	DET
bracis-19029	141	17	temperature	temperature	NOUN
bracis-19029	141	18	factor	factor	NOUN
bracis-19029	141	19	t	t	PROPN
bracis-19029	141	20	,	,	PUNCT
bracis-19029	141	21	whose	whose	DET
bracis-19029	141	22	values	value	NOUN
bracis-19029	141	23	ig	ig	PROPN
bracis-19029	141	24	authors	author	NOUN
bracis-19029	141	25	 	 	SPACE
bracis-19029	142	1	[	[	X
bracis-19029	142	2	18	18	NUM
bracis-19029	142	3	]	]	PUNCT
bracis-19029	142	4	recommend	recommend	VERB
bracis-19029	142	5	to	to	PART
bracis-19029	142	6	be	be	AUX
bracis-19029	142	7	set	set	VERB
bracis-19029	142	8	as	as	ADP
bracis-19029	142	9	\(d	\(d	NOUN
bracis-19029	142	10	=	=	SYM
bracis-19029	142	11	4\	4\	PROPN
bracis-19029	142	12	)	)	PUNCT
bracis-19029	142	13	and	and	CCONJ
bracis-19029	142	14	\(t	\(t	NOUN
bracis-19029	142	15	=	=	SYM
bracis-19029	142	16	0.5\	0.5\	NUM
bracis-19029	142	17	)	)	PUNCT
bracis-19029	142	18	.	.	PUNCT
bracis-19029	143	1	other	other	ADJ
bracis-19029	143	2	recommended	recommend	VERB
bracis-19029	143	3	configurations	configuration	NOUN
bracis-19029	143	4	are	be	AUX
bracis-19029	143	5	nawaz	nawaz	ADJ
bracis-19029	143	6	–	–	PUNCT
bracis-19029	143	7	enscore	enscore	NOUN
bracis-19029	143	8	–	–	PUNCT
bracis-19029	143	9	ham	ham	NOUN
bracis-19029	143	10	(	(	PUNCT
bracis-19029	143	11	neh	neh	INTJ
bracis-19029	143	12	)	)	PUNCT
bracis-19029	143	13	construction	construction	NOUN
bracis-19029	143	14	heuristic	heuristic	NOUN
bracis-19029	143	15	as	as	ADP
bracis-19029	143	16	the	the	DET
bracis-19029	143	17	initialization	initialization	NOUN
bracis-19029	143	18	and	and	CCONJ
bracis-19029	143	19	iterative	iterative	NOUN
bracis-19029	143	20	improvement	improvement	NOUN
bracis-19029	143	21	as	as	ADP
bracis-19029	143	22	local	local	ADJ
bracis-19029	143	23	search	search	NOUN
bracis-19029	143	24	.	.	PUNCT
bracis-19029	144	1	the	the	DET
bracis-19029	144	2	local	local	ADJ
bracis-19029	144	3	search	search	NOUN
bracis-19029	144	4	iteratively	iteratively	ADV
bracis-19029	144	5	inserts	insert	VERB
bracis-19029	144	6	a	a	DET
bracis-19029	144	7	job	job	NOUN
bracis-19029	144	8	,	,	PUNCT
bracis-19029	144	9	chosen	choose	VERB
bracis-19029	144	10	randomly	randomly	ADV
bracis-19029	144	11	without	without	ADP
bracis-19029	144	12	replacement	replacement	NOUN
bracis-19029	144	13	,	,	PUNCT
bracis-19029	144	14	on	on	ADP
bracis-19029	144	15	the	the	DET
bracis-19029	144	16	best	good	ADJ
bracis-19029	144	17	position	position	NOUN
bracis-19029	144	18	until	until	SCONJ
bracis-19029	144	19	there	there	PRON
bracis-19029	144	20	are	be	VERB
bracis-19029	144	21	no	no	DET
bracis-19029	144	22	improvements	improvement	NOUN
bracis-19029	144	23	 	 	SPACE
bracis-19029	145	1	[	[	X
bracis-19029	145	2	21	21	NUM
bracis-19029	145	3	]	]	PUNCT
bracis-19029	145	4	.	.	PUNCT
bracis-19029	146	1	this	this	DET
bracis-19029	146	2	version	version	NOUN
bracis-19029	146	3	is	be	AUX
bracis-19029	146	4	referred	refer	VERB
bracis-19029	146	5	from	from	ADP
bracis-19029	146	6	now	now	ADV
bracis-19029	146	7	on	on	ADV
bracis-19029	146	8	as	as	ADP
bracis-19029	146	9	standard	standard	ADJ
bracis-19029	146	10	ig	ig	PROPN
bracis-19029	146	11	.	.	PUNCT
bracis-19029	147	1	the	the	DET
bracis-19029	147	2	hyper	hyper	ADJ
bracis-19029	147	3	-	-	ADJ
bracis-19029	147	4	heuristic	heuristic	NOUN
bracis-19029	147	5	proposed	propose	VERB
bracis-19029	147	6	in	in	ADP
bracis-19029	147	7	the	the	DET
bracis-19029	147	8	present	present	ADJ
bracis-19029	147	9	paper	paper	NOUN
bracis-19029	147	10	considers	consider	VERB
bracis-19029	147	11	an	an	DET
bracis-19029	147	12	adaptive	adaptive	ADJ
bracis-19029	147	13	strategy	strategy	NOUN
bracis-19029	147	14	(	(	PUNCT
bracis-19029	147	15	one	one	NUM
bracis-19029	147	16	fixed	fix	VERB
bracis-19029	147	17	among	among	ADP
bracis-19029	147	18	the	the	DET
bracis-19029	147	19	six	six	NUM
bracis-19029	147	20	possible	possible	ADJ
bracis-19029	147	21	strategies	strategy	NOUN
bracis-19029	147	22	described	describe	VERB
bracis-19029	147	23	in	in	ADP
bracis-19029	147	24	sect	sect	NOUN
bracis-19029	147	25	.	.	PUNCT
bracis-19029	147	26	 	 	SPACE
bracis-19029	148	1	2.2	2.2	NUM
bracis-19029	148	2	)	)	PUNCT
bracis-19029	149	1	to	to	PART
bracis-19029	149	2	update	update	VERB
bracis-19029	149	3	some	some	DET
bracis-19029	149	4	components	component	NOUN
bracis-19029	149	5	of	of	ADP
bracis-19029	149	6	an	an	DET
bracis-19029	149	7	ig	ig	PROPN
bracis-19029	149	8	algorithm	algorithm	NOUN
bracis-19029	149	9	.	.	PUNCT
bracis-19029	150	1	an	an	DET
bracis-19029	150	2	adaptive	adaptive	ADJ
bracis-19029	150	3	strategy	strategy	NOUN
bracis-19029	150	4	requires	require	VERB
bracis-19029	150	5	a	a	DET
bracis-19029	150	6	set	set	ADJ
bracis-19029	150	7	h	h	NOUN
bracis-19029	150	8	of	of	ADP
bracis-19029	150	9	possible	possible	ADJ
bracis-19029	150	10	choices	choice	NOUN
bracis-19029	150	11	and	and	CCONJ
bracis-19029	150	12	a	a	DET
bracis-19029	150	13	reward	reward	NOUN
bracis-19029	150	14	function	function	NOUN
bracis-19029	150	15	indicating	indicate	VERB
bracis-19029	150	16	how	how	SCONJ
bracis-19029	150	17	well	well	ADV
bracis-19029	150	18	a	a	DET
bracis-19029	150	19	particular	particular	ADJ
bracis-19029	150	20	choice	choice	NOUN
bracis-19029	150	21	performs	perform	NOUN
bracis-19029	150	22	.	.	PUNCT
bracis-19029	151	1	an	an	DET
bracis-19029	151	2	important	important	ADJ
bracis-19029	151	3	issue	issue	NOUN
bracis-19029	151	4	for	for	ADP
bracis-19029	151	5	defining	define	VERB
bracis-19029	151	6	an	an	DET
bracis-19029	151	7	adaptive	adaptive	ADJ
bracis-19029	151	8	strategy	strategy	NOUN
bracis-19029	151	9	is	be	AUX
bracis-19029	151	10	the	the	DET
bracis-19029	151	11	reward	reward	NOUN
bracis-19029	151	12	function	function	NOUN
bracis-19029	151	13	.	.	PUNCT
bracis-19029	152	1	it	it	PRON
bracis-19029	152	2	returns	return	VERB
bracis-19029	152	3	a	a	DET
bracis-19029	152	4	real	real	ADJ
bracis-19029	152	5	number	number	NOUN
bracis-19029	152	6	representing	represent	VERB
bracis-19029	152	7	the	the	DET
bracis-19029	152	8	quality	quality	NOUN
bracis-19029	152	9	of	of	ADP
bracis-19029	152	10	a	a	DET
bracis-19029	152	11	given	give	VERB
bracis-19029	152	12	choice	choice	NOUN
bracis-19029	152	13	.	.	PUNCT
bracis-19029	153	1	good	good	ADJ
bracis-19029	153	2	choices	choice	NOUN
bracis-19029	153	3	have	have	VERB
bracis-19029	153	4	positive	positive	ADJ
bracis-19029	153	5	rewards	reward	NOUN
bracis-19029	153	6	and	and	CCONJ
bracis-19029	153	7	bad	bad	ADJ
bracis-19029	153	8	choices	choice	NOUN
bracis-19029	153	9	receive	receive	VERB
bracis-19029	153	10	negative	negative	ADJ
bracis-19029	153	11	ones	one	NOUN
bracis-19029	153	12	.	.	PUNCT
bracis-19029	154	1	in	in	ADP
bracis-19029	154	2	the	the	DET
bracis-19029	154	3	case	case	NOUN
bracis-19029	154	4	of	of	ADP
bracis-19029	154	5	using	use	VERB
bracis-19029	154	6	ig	ig	PRON
bracis-19029	154	7	to	to	PART
bracis-19029	154	8	solve	solve	VERB
bracis-19029	154	9	fsps	fsp	NOUN
bracis-19029	154	10	,	,	PUNCT
bracis-19029	154	11	reward	reward	NOUN
bracis-19029	154	12	of	of	ADP
bracis-19029	154	13	kth	kth	PROPN
bracis-19029	154	14	parameter	parameter	NOUN
bracis-19029	154	15	at	at	ADP
bracis-19029	154	16	iteration	iteration	NOUN
bracis-19029	154	17	t	t	PROPN
bracis-19029	154	18	can	can	AUX
bracis-19029	154	19	be	be	AUX
bracis-19029	154	20	calculated	calculate	VERB
bracis-19029	154	21	based	base	VERB
bracis-19029	154	22	on	on	ADP
bracis-19029	154	23	the	the	DET
bracis-19029	154	24	relative	relative	ADJ
bracis-19029	154	25	decrease	decrease	NOUN
bracis-19029	154	26	in	in	ADP
bracis-19029	154	27	cost	cost	NOUN
bracis-19029	154	28	function	function	NOUN
bracis-19029	154	29	value	value	NOUN
bracis-19029	154	30	(	(	PUNCT
bracis-19029	154	31	e.g.	e.g.	ADV
bracis-19029	154	32	makespan	makespan	ADV
bracis-19029	154	33	or	or	CCONJ
bracis-19029	154	34	any	any	DET
bracis-19029	154	35	other	other	ADJ
bracis-19029	154	36	objective	objective	ADJ
bracis-19029	154	37	function	function	NOUN
bracis-19029	154	38	being	be	AUX
bracis-19029	154	39	considered	consider	VERB
bracis-19029	154	40	):	):	PUNCT
bracis-19029	154	41	$	$	SYM
bracis-19029	154	42	$	$	SYM
bracis-19029	154	43	\begin{aligned	\begin{aligne	VERB
bracis-19029	154	44	}	}	PUNCT
bracis-19029	154	45	r_{k	r_{k	PROPN
bracis-19029	154	46	,	,	PUNCT
bracis-19029	154	47	t	t	PROPN
bracis-19029	154	48	}	}	PUNCT
bracis-19029	154	49	=	=	SYM
bracis-19029	154	50	(	(	PUNCT
bracis-19029	154	51	f(x_{before	f(x_{before	NOUN
bracis-19029	154	52	}	}	PUNCT
bracis-19029	154	53	)	)	PUNCT
bracis-19029	154	54	f(x_{after}))/f(x_{before	f(x_{after}))/f(x_{before	ADV
bracis-19029	154	55	}	}	PUNCT
bracis-19029	154	56	)	)	PUNCT
bracis-19029	154	57	.	.	PUNCT
bracis-19029	155	1	\end{aligned}$$	\end{aligned}$$	PROPN
bracis-19029	155	2	(	(	PUNCT
bracis-19029	155	3	18	18	NUM
bracis-19029	155	4	)	)	PUNCT
bracis-19029	155	5	here	here	ADV
bracis-19029	155	6	\(x_{before}\	\(x_{before}\	PROPN
bracis-19029	155	7	)	)	PUNCT
bracis-19029	155	8	and	and	CCONJ
bracis-19029	155	9	\(x_{after}\	\(x_{after}\	PROPN
bracis-19029	155	10	)	)	PUNCT
bracis-19029	155	11	represent	represent	VERB
bracis-19029	155	12	solutions	solution	NOUN
bracis-19029	155	13	before	before	ADP
bracis-19029	155	14	and	and	CCONJ
bracis-19029	155	15	after	after	ADP
bracis-19029	155	16	the	the	DET
bracis-19029	155	17	reward	reward	NOUN
bracis-19029	155	18	evaluation	evaluation	NOUN
bracis-19029	155	19	period	period	NOUN
bracis-19029	155	20	(	(	PUNCT
bracis-19029	155	21	whose	whose	DET
bracis-19029	155	22	reference	reference	NOUN
bracis-19029	155	23	can	can	AUX
bracis-19029	155	24	be	be	AUX
bracis-19029	155	25	either	either	CCONJ
bracis-19029	155	26	local	local	ADJ
bracis-19029	155	27	search	search	NOUN
bracis-19029	155	28	or	or	CCONJ
bracis-19029	155	29	iteration	iteration	NOUN
bracis-19029	155	30	)	)	PUNCT
bracis-19029	155	31	.	.	PUNCT
bracis-19029	156	1	we	we	PRON
bracis-19029	156	2	have	have	VERB
bracis-19029	156	3	four	four	NUM
bracis-19029	156	4	possible	possible	ADJ
bracis-19029	156	5	periods	period	NOUN
bracis-19029	156	6	during	during	ADP
bracis-19029	156	7	which	which	PRON
bracis-19029	156	8	a	a	DET
bracis-19029	156	9	solution	solution	NOUN
bracis-19029	156	10	has	have	VERB
bracis-19029	156	11	its	its	PRON
bracis-19029	156	12	performance	performance	NOUN
bracis-19029	156	13	evaluated	evaluate	VERB
bracis-19029	156	14	:	:	PUNCT
bracis-19029	156	15	before	before	ADP
bracis-19029	156	16	the	the	DET
bracis-19029	156	17	iteration	iteration	NOUN
bracis-19029	156	18	(	(	PUNCT
bracis-19029	156	19	bi	bi	NOUN
bracis-19029	156	20	)	)	PUNCT
bracis-19029	156	21	or	or	CCONJ
bracis-19029	156	22	the	the	DET
bracis-19029	156	23	local	local	ADJ
bracis-19029	156	24	search	search	NOUN
bracis-19029	156	25	(	(	PUNCT
bracis-19029	156	26	bl	bl	NOUN
bracis-19029	156	27	)	)	PUNCT
bracis-19029	156	28	and	and	CCONJ
bracis-19029	156	29	after	after	ADP
bracis-19029	156	30	the	the	DET
bracis-19029	156	31	iteration	iteration	NOUN
bracis-19029	156	32	(	(	PUNCT
bracis-19029	156	33	ai	ai	NOUN
bracis-19029	156	34	)	)	PUNCT
bracis-19029	156	35	or	or	CCONJ
bracis-19029	156	36	local	local	ADJ
bracis-19029	156	37	search	search	NOUN
bracis-19029	156	38	(	(	PUNCT
bracis-19029	156	39	al	al	PROPN
bracis-19029	156	40	)	)	PUNCT
bracis-19029	156	41	,	,	PUNCT
bracis-19029	156	42	giving	give	VERB
bracis-19029	156	43	rise	rise	NOUN
bracis-19029	156	44	to	to	ADP
bracis-19029	156	45	four	four	NUM
bracis-19029	156	46	types	type	NOUN
bracis-19029	156	47	of	of	ADP
bracis-19029	156	48	reward	reward	NOUN
bracis-19029	156	49	:	:	PUNCT
bracis-19029	156	50	blal	blal	NOUN
bracis-19029	156	51	:	:	PUNCT
bracis-19029	156	52	\((f(x_{\text	\((f(x_{\text	NOUN
bracis-19029	156	53	{	{	PUNCT
bracis-19029	156	54	before	before	ADP
bracis-19029	156	55	local	local	ADJ
bracis-19029	156	56	search	search	NOUN
bracis-19029	156	57	}	}	PUNCT
bracis-19029	156	58	}	}	PUNCT
bracis-19029	156	59	)	)	PUNCT
bracis-19029	157	1	f(x_{\text	f(x_{\text	PROPN
bracis-19029	157	2	{	{	PUNCT
bracis-19029	157	3	after	after	ADP
bracis-19029	157	4	local	local	ADJ
bracis-19029	157	5	search}}))/f(x_\text	search}}))/f(x_\text	NOUN
bracis-19029	157	6	{	{	PUNCT
bracis-19029	157	7	before	before	ADP
bracis-19029	157	8	local	local	ADJ
bracis-19029	157	9	search})\	search})\	NOUN
bracis-19029	157	10	)	)	PUNCT
bracis-19029	157	11	;	;	PUNCT
bracis-19029	157	12	bial	bial	NOUN
bracis-19029	157	13	:	:	PUNCT
bracis-19029	157	14	\((f(x_{\text	\((f(x_{\text	VERB
bracis-19029	157	15	{	{	PUNCT
bracis-19029	157	16	before	before	ADP
bracis-19029	157	17	iteration	iteration	NOUN
bracis-19029	157	18	}	}	PUNCT
bracis-19029	157	19	}	}	PUNCT
bracis-19029	157	20	)	)	PUNCT
bracis-19029	158	1	f(x_{\text	f(x_{\text	NOUN
bracis-19029	158	2	{	{	PUNCT
bracis-19029	158	3	after	after	ADP
bracis-19029	158	4	local	local	ADJ
bracis-19029	158	5	search}}))/f(x_\text	search}}))/f(x_\text	NOUN
bracis-19029	158	6	{	{	PUNCT
bracis-19029	158	7	before	before	ADP
bracis-19029	158	8	iteration})\	iteration})\	NOUN
bracis-19029	158	9	)	)	PUNCT
bracis-19029	158	10	;	;	PUNCT
bracis-19029	158	11	blai	blai	PROPN
bracis-19029	158	12	:	:	PUNCT
bracis-19029	158	13	\((f(x_{\text	\((f(x_{\text	NOUN
bracis-19029	158	14	{	{	PUNCT
bracis-19029	158	15	before	before	ADP
bracis-19029	158	16	local	local	ADJ
bracis-19029	158	17	search	search	NOUN
bracis-19029	158	18	}	}	PUNCT
bracis-19029	158	19	}	}	PUNCT
bracis-19029	158	20	)	)	PUNCT
bracis-19029	158	21	f(x_{\text	f(x_{\text	PROPN
bracis-19029	158	22	{	{	PUNCT
bracis-19029	158	23	after	after	ADP
bracis-19029	158	24	iteration}}))/f(x_\text	iteration}}))/f(x_\text	PROPN
bracis-19029	158	25	{	{	PUNCT
bracis-19029	158	26	before	before	ADP
bracis-19029	158	27	local	local	ADJ
bracis-19029	158	28	search})\	search})\	NOUN
bracis-19029	158	29	)	)	PUNCT
bracis-19029	158	30	;	;	PUNCT
bracis-19029	158	31	biai	biai	NOUN
bracis-19029	158	32	:	:	PUNCT
bracis-19029	158	33	\((f(x_{\text	\((f(x_{\text	PROPN
bracis-19029	158	34	{	{	PUNCT
bracis-19029	158	35	before	before	ADP
bracis-19029	158	36	iteration	iteration	NOUN
bracis-19029	158	37	}	}	PUNCT
bracis-19029	158	38	}	}	PUNCT
bracis-19029	158	39	)	)	PUNCT
bracis-19029	159	1	f(x_{\text	f(x_{\text	PROPN
bracis-19029	159	2	{	{	PUNCT
bracis-19029	159	3	after	after	ADP
bracis-19029	159	4	iteration}}))/f(x_\text	iteration}}))/f(x_\text	PROPN
bracis-19029	159	5	{	{	PUNCT
bracis-19029	159	6	before	before	ADP
bracis-19029	159	7	iteration})\	iteration})\	NOUN
bracis-19029	159	8	)	)	PUNCT
bracis-19029	159	9	.	.	PUNCT
bracis-19029	160	1	as	as	ADP
bracis-19029	160	2	fig	fig	NOUN
bracis-19029	160	3	.	.	PUNCT
bracis-19029	160	4	 	 	SPACE
bracis-19029	160	5	1	1	NUM
bracis-19029	160	6	shows	show	NOUN
bracis-19029	160	7	,	,	PUNCT
bracis-19029	160	8	each	each	DET
bracis-19029	160	9	reward	reward	NOUN
bracis-19029	160	10	type	type	NOUN
bracis-19029	160	11	considers	consider	VERB
bracis-19029	160	12	a	a	DET
bracis-19029	160	13	different	different	ADJ
bracis-19029	160	14	period	period	NOUN
bracis-19029	160	15	to	to	PART
bracis-19029	160	16	get	get	VERB
bracis-19029	160	17	the	the	DET
bracis-19029	160	18	feedback	feedback	NOUN
bracis-19029	160	19	for	for	ADP
bracis-19029	160	20	each	each	DET
bracis-19029	160	21	solution	solution	NOUN
bracis-19029	160	22	considering	consider	VERB
bracis-19029	160	23	its	its	PRON
bracis-19029	160	24	quality	quality	NOUN
bracis-19029	160	25	increase	increase	NOUN
bracis-19029	160	26	/	/	SYM
bracis-19029	160	27	decrease	decrease	NOUN
bracis-19029	160	28	.	.	PUNCT
bracis-19029	161	1	fig	fig	NOUN
bracis-19029	161	2	.	.	PUNCT
bracis-19029	162	1	1	1	X
bracis-19029	162	2	.	.	X
bracis-19029	162	3	ig	ig	PROPN
bracis-19029	162	4	algorithm	algorithm	NOUN
bracis-19029	162	5	and	and	CCONJ
bracis-19029	162	6	reward	reward	NOUN
bracis-19029	162	7	types	type	NOUN
bracis-19029	162	8	:	:	PUNCT
bracis-19029	162	9	blal	blal	NOUN
bracis-19029	162	10	,	,	PUNCT
bracis-19029	162	11	bial	bial	NOUN
bracis-19029	162	12	,	,	PUNCT
bracis-19029	162	13	blai	blai	NOUN
bracis-19029	162	14	and	and	CCONJ
bracis-19029	162	15	biai	biai	NOUN
bracis-19029	162	16	.	.	PUNCT
bracis-19029	163	1	full	full	ADJ
bracis-19029	163	2	size	size	NOUN
bracis-19029	163	3	image	image	NOUN
bracis-19029	163	4	using	use	VERB
bracis-19029	163	5	the	the	DET
bracis-19029	163	6	standard	standard	NOUN
bracis-19029	163	7	ig	ig	PRON
bracis-19029	163	8	 	 	SPACE
bracis-19029	163	9	[	[	X
bracis-19029	163	10	18	18	NUM
bracis-19029	163	11	]	]	PUNCT
bracis-19029	163	12	as	as	ADP
bracis-19029	163	13	basis	basis	NOUN
bracis-19029	163	14	,	,	PUNCT
bracis-19029	163	15	with	with	ADP
bracis-19029	163	16	a	a	DET
bracis-19029	163	17	budget	budget	NOUN
bracis-19029	163	18	computation	computation	NOUN
bracis-19029	163	19	time	time	NOUN
bracis-19029	163	20	as	as	ADP
bracis-19029	163	21	the	the	DET
bracis-19029	163	22	stopping	stopping	NOUN
bracis-19029	163	23	criteria	criterion	NOUN
bracis-19029	163	24	,	,	PUNCT
bracis-19029	163	25	we	we	PRON
bracis-19029	163	26	identify	identify	VERB
bracis-19029	163	27	some	some	DET
bracis-19029	163	28	components	component	NOUN
bracis-19029	163	29	that	that	PRON
bracis-19029	163	30	can	can	AUX
bracis-19029	163	31	be	be	AUX
bracis-19029	163	32	adapted	adapt	VERB
bracis-19029	163	33	dynamically	dynamically	ADV
bracis-19029	163	34	:	:	PUNCT
bracis-19029	163	35	type	type	NOUN
bracis-19029	163	36	of	of	ADP
bracis-19029	163	37	the	the	DET
bracis-19029	163	38	local	local	ADJ
bracis-19029	163	39	search	search	NOUN
bracis-19029	163	40	,	,	PUNCT
bracis-19029	163	41	type	type	NOUN
bracis-19029	163	42	of	of	ADP
bracis-19029	163	43	perturbation	perturbation	NOUN
bracis-19029	163	44	,	,	PUNCT
bracis-19029	163	45	destruction	destruction	NOUN
bracis-19029	163	46	size	size	NOUN
bracis-19029	163	47	,	,	PUNCT
bracis-19029	163	48	neighborhood	neighborhood	NOUN
bracis-19029	163	49	size	size	NOUN
bracis-19029	163	50	,	,	PUNCT
bracis-19029	163	51	destruction	destruction	NOUN
bracis-19029	163	52	position	position	NOUN
bracis-19029	163	53	,	,	PUNCT
bracis-19029	163	54	local	local	ADJ
bracis-19029	163	55	search	search	NOUN
bracis-19029	163	56	focus	focus	NOUN
bracis-19029	163	57	.	.	PUNCT
bracis-19029	164	1	a	a	DET
bracis-19029	164	2	summary	summary	NOUN
bracis-19029	164	3	of	of	ADP
bracis-19029	164	4	these	these	DET
bracis-19029	164	5	adaptive	adaptive	ADJ
bracis-19029	164	6	components	component	NOUN
bracis-19029	164	7	and	and	CCONJ
bracis-19029	164	8	their	their	PRON
bracis-19029	164	9	values	value	NOUN
bracis-19029	164	10	are	be	AUX
bracis-19029	164	11	presented	present	VERB
bracis-19029	164	12	in	in	ADP
bracis-19029	164	13	table	table	NOUN
bracis-19029	164	14	 	 	SPACE
bracis-19029	164	15	2	2	NUM
bracis-19029	164	16	.	.	PUNCT
bracis-19029	165	1	in	in	ADP
bracis-19029	165	2	our	our	PRON
bracis-19029	165	3	case	case	NOUN
bracis-19029	165	4	,	,	PUNCT
bracis-19029	165	5	different	different	ADJ
bracis-19029	165	6	choices	choice	NOUN
bracis-19029	165	7	are	be	AUX
bracis-19029	165	8	possible	possible	ADJ
bracis-19029	165	9	for	for	ADP
bracis-19029	165	10	each	each	DET
bracis-19029	165	11	ig	ig	PROPN
bracis-19029	165	12	component	component	NOUN
bracis-19029	165	13	,	,	PUNCT
bracis-19029	165	14	for	for	ADP
bracis-19029	165	15	example	example	NOUN
bracis-19029	165	16	,	,	PUNCT
bracis-19029	165	17	the	the	DET
bracis-19029	165	18	number	number	NOUN
bracis-19029	165	19	of	of	ADP
bracis-19029	165	20	deconstructions	deconstruction	NOUN
bracis-19029	165	21	.	.	PUNCT
bracis-19029	166	1	we	we	PRON
bracis-19029	166	2	refer	refer	VERB
bracis-19029	166	3	to	to	ADP
bracis-19029	166	4	the	the	DET
bracis-19029	166	5	parameter	parameter	NOUN
bracis-19029	166	6	values	value	NOUN
bracis-19029	166	7	as	as	ADP
bracis-19029	166	8	discrete	discrete	ADJ
bracis-19029	166	9	choices	choice	NOUN
bracis-19029	166	10	(	(	PUNCT
bracis-19029	166	11	also	also	ADV
bracis-19029	166	12	referred	refer	VERB
bracis-19029	166	13	to	to	ADP
bracis-19029	166	14	arms	arm	NOUN
bracis-19029	166	15	in	in	ADP
bracis-19029	166	16	multi	multi	ADJ
bracis-19029	166	17	-	-	ADJ
bracis-19029	166	18	armed	armed	ADJ
bracis-19029	166	19	bandit	bandit	NOUN
bracis-19029	166	20	literature	literature	NOUN
bracis-19029	166	21	)	)	PUNCT
bracis-19029	166	22	indexed	index	VERB
bracis-19029	166	23	by	by	ADP
bracis-19029	166	24	\(\{1	\(\{1	PROPN
bracis-19029	166	25	,	,	PUNCT
bracis-19029	166	26	\dots	\dot	NOUN
bracis-19029	166	27	,	,	PUNCT
bracis-19029	166	28	k\}\	k\}\	NOUN
bracis-19029	166	29	)	)	PUNCT
bracis-19029	166	30	,	,	PUNCT
bracis-19029	166	31	where	where	SCONJ
bracis-19029	166	32	\(k	\(k	NOUN
bracis-19029	166	33	=	=	SYM
bracis-19029	166	34	|h|\	|h|\	PROPN
bracis-19029	166	35	)	)	PUNCT
bracis-19029	166	36	is	be	AUX
bracis-19029	166	37	the	the	DET
bracis-19029	166	38	total	total	ADJ
bracis-19029	166	39	number	number	NOUN
bracis-19029	166	40	of	of	ADP
bracis-19029	166	41	choices	choice	NOUN
bracis-19029	166	42	.	.	PUNCT
bracis-19029	167	1	therefore	therefore	ADV
bracis-19029	167	2	,	,	PUNCT
bracis-19029	167	3	according	accord	VERB
bracis-19029	167	4	to	to	ADP
bracis-19029	167	5	eq	eq	PROPN
bracis-19029	167	6	.	.	PROPN
bracis-19029	167	7	 	 	SPACE
bracis-19029	167	8	6	6	NUM
bracis-19029	167	9	,	,	PUNCT
bracis-19029	167	10	we	we	PRON
bracis-19029	167	11	have	have	VERB
bracis-19029	167	12	each	each	DET
bracis-19029	167	13	choice	choice	NOUN
bracis-19029	167	14	representing	represent	VERB
bracis-19029	167	15	a	a	DET
bracis-19029	167	16	heuristic	heuristic	ADJ
bracis-19029	167	17	\(h	\(h	NOUN
bracis-19029	167	18	\in	\in	PROPN
bracis-19029	167	19	h\	h\	PROPN
bracis-19029	167	20	)	)	PUNCT
bracis-19029	167	21	,	,	PUNCT
bracis-19029	167	22	where	where	SCONJ
bracis-19029	167	23	the	the	DET
bracis-19029	167	24	dynamic	dynamic	ADJ
bracis-19029	167	25	adaptation	adaptation	NOUN
bracis-19029	167	26	strategy	strategy	NOUN
bracis-19029	167	27	of	of	ADP
bracis-19029	167	28	the	the	DET
bracis-19029	167	29	hh	hh	PROPN
bracis-19029	167	30	chooses	choose	VERB
bracis-19029	167	31	h	h	NOUN
bracis-19029	167	32	as	as	ADP
bracis-19029	167	33	the	the	DET
bracis-19029	167	34	k	k	PROPN
bracis-19029	167	35	-	-	PUNCT
bracis-19029	167	36	th	th	VERB
bracis-19029	167	37	choice	choice	NOUN
bracis-19029	167	38	,	,	PUNCT
bracis-19029	167	39	\(k=1	\(k=1	ADV
bracis-19029	167	40	,	,	PUNCT
bracis-19029	167	41	\dots	\dot	NOUN
bracis-19029	167	42	,	,	PUNCT
bracis-19029	167	43	|h|\	|h|\	PROPN
bracis-19029	167	44	)	)	PUNCT
bracis-19029	167	45	.	.	PUNCT
bracis-19029	168	1	the	the	DET
bracis-19029	168	2	pool	pool	NOUN
bracis-19029	168	3	regarding	regard	VERB
bracis-19029	168	4	the	the	DET
bracis-19029	168	5	first	first	ADJ
bracis-19029	168	6	choice	choice	NOUN
bracis-19029	168	7	sets	set	NOUN
bracis-19029	168	8	encompasses	encompass	VERB
bracis-19029	168	9	the	the	DET
bracis-19029	168	10	most	most	ADV
bracis-19029	168	11	usual	usual	ADJ
bracis-19029	168	12	options	option	NOUN
bracis-19029	168	13	for	for	ADP
bracis-19029	168	14	local	local	ADJ
bracis-19029	168	15	search	search	NOUN
bracis-19029	168	16	and	and	CCONJ
bracis-19029	168	17	perturbation	perturbation	NOUN
bracis-19029	168	18	in	in	ADP
bracis-19029	168	19	the	the	DET
bracis-19029	168	20	context	context	NOUN
bracis-19029	168	21	of	of	ADP
bracis-19029	168	22	combinatorial	combinatorial	ADJ
bracis-19029	168	23	optimization	optimization	NOUN
bracis-19029	168	24	.	.	PUNCT
bracis-19029	169	1	the	the	DET
bracis-19029	169	2	options	option	NOUN
bracis-19029	169	3	for	for	ADP
bracis-19029	169	4	destruction	destruction	NOUN
bracis-19029	169	5	size	size	NOUN
bracis-19029	169	6	are	be	AUX
bracis-19029	169	7	the	the	DET
bracis-19029	169	8	ones	one	NOUN
bracis-19029	169	9	often	often	ADV
bracis-19029	169	10	chosen	choose	VERB
bracis-19029	169	11	in	in	ADP
bracis-19029	169	12	ig	ig	PROPN
bracis-19029	169	13	implementations	implementation	NOUN
bracis-19029	169	14	for	for	ADP
bracis-19029	169	15	fsp	fsp	PROPN
bracis-19029	169	16	.	.	PUNCT
bracis-19029	170	1	finally	finally	ADV
bracis-19029	170	2	,	,	PUNCT
bracis-19029	170	3	the	the	DET
bracis-19029	170	4	pools	pool	NOUN
bracis-19029	170	5	for	for	ADP
bracis-19029	170	6	the	the	DET
bracis-19029	170	7	last	last	ADJ
bracis-19029	170	8	three	three	NUM
bracis-19029	170	9	choice	choice	NOUN
bracis-19029	170	10	sets	set	NOUN
bracis-19029	170	11	are	be	AUX
bracis-19029	170	12	defined	define	VERB
bracis-19029	170	13	aiming	aim	VERB
bracis-19029	170	14	to	to	PART
bracis-19029	170	15	produce	produce	VERB
bracis-19029	170	16	different	different	ADJ
bracis-19029	170	17	granularities	granularity	NOUN
bracis-19029	170	18	,	,	PUNCT
bracis-19029	170	19	starting	start	VERB
bracis-19029	170	20	from	from	ADP
bracis-19029	170	21	a	a	DET
bracis-19029	170	22	coarse	coarse	NOUN
bracis-19029	170	23	,	,	PUNCT
bracis-19029	170	24	ending	end	VERB
bracis-19029	170	25	to	to	ADP
bracis-19029	170	26	a	a	DET
bracis-19029	170	27	fine	fine	ADJ
bracis-19029	170	28	search	search	NOUN
bracis-19029	170	29	.	.	PUNCT
bracis-19029	171	1	table	table	NOUN
bracis-19029	171	2	2	2	NUM
bracis-19029	171	3	.	.	X
bracis-19029	172	1	ig	ig	PROPN
bracis-19029	172	2	adaptive	adaptive	ADJ
bracis-19029	172	3	parameters.full	parameters.full	ADJ
bracis-19029	172	4	size	size	NOUN
bracis-19029	172	5	table	table	NOUN
bracis-19029	172	6	the	the	DET
bracis-19029	172	7	hh	hh	NOUN
bracis-19029	172	8	based	base	VERB
bracis-19029	172	9	on	on	ADP
bracis-19029	172	10	dynamic	dynamic	ADJ
bracis-19029	172	11	learning	learning	NOUN
bracis-19029	172	12	proposed	propose	VERB
bracis-19029	172	13	in	in	ADP
bracis-19029	172	14	this	this	DET
bracis-19029	172	15	paper	paper	NOUN
bracis-19029	172	16	is	be	AUX
bracis-19029	172	17	capable	capable	ADJ
bracis-19029	172	18	of	of	ADP
bracis-19029	172	19	adapting	adapt	VERB
bracis-19029	172	20	different	different	ADJ
bracis-19029	172	21	components	component	NOUN
bracis-19029	172	22	(	(	PUNCT
bracis-19029	172	23	e.g.	e.g.	ADV
bracis-19029	172	24	local	local	ADJ
bracis-19029	172	25	search	search	NOUN
bracis-19029	172	26	and	and	CCONJ
bracis-19029	172	27	perturbation	perturbation	NOUN
bracis-19029	172	28	)	)	PUNCT
bracis-19029	172	29	for	for	ADP
bracis-19029	172	30	each	each	DET
bracis-19029	172	31	iteration	iteration	NOUN
bracis-19029	172	32	of	of	ADP
bracis-19029	172	33	the	the	DET
bracis-19029	172	34	adaptive	adaptive	ADJ
bracis-19029	172	35	ig	ig	PROPN
bracis-19029	172	36	.	.	PUNCT
bracis-19029	173	1	in	in	ADP
bracis-19029	173	2	local	local	ADJ
bracis-19029	173	3	search	search	NOUN
bracis-19029	173	4	for	for	ADP
bracis-19029	173	5	example	example	NOUN
bracis-19029	173	6	,	,	PUNCT
bracis-19029	173	7	it	it	PRON
bracis-19029	173	8	can	can	AUX
bracis-19029	173	9	choose	choose	VERB
bracis-19029	173	10	between	between	ADP
bracis-19029	173	11	the	the	DET
bracis-19029	173	12	original	original	ADJ
bracis-19029	173	13	ig	ig	PROPN
bracis-19029	173	14	’s	’s	PART
bracis-19029	173	15	iterative	iterative	NOUN
bracis-19029	173	16	improvement	improvement	NOUN
bracis-19029	173	17	,	,	PUNCT
bracis-19029	173	18	first	first	ADJ
bracis-19029	173	19	improvement	improvement	NOUN
bracis-19029	173	20	,	,	PUNCT
bracis-19029	173	21	first	first	ADV
bracis-19029	173	22	-	-	PUNCT
bracis-19029	173	23	best	good	ADJ
bracis-19029	173	24	improvement	improvement	NOUN
bracis-19029	173	25	,	,	PUNCT
bracis-19029	173	26	random	random	ADJ
bracis-19029	173	27	best	good	ADJ
bracis-19029	173	28	improvement	improvement	NOUN
bracis-19029	173	29	.	.	PUNCT
bracis-19029	174	1	the	the	DET
bracis-19029	174	2	last	last	ADJ
bracis-19029	174	3	three	three	NUM
bracis-19029	174	4	local	local	ADJ
bracis-19029	174	5	search	search	NOUN
bracis-19029	174	6	options	option	NOUN
bracis-19029	174	7	consider	consider	VERB
bracis-19029	174	8	all	all	DET
bracis-19029	174	9	possible	possible	ADJ
bracis-19029	174	10	insertions	insertion	NOUN
bracis-19029	174	11	.	.	PUNCT
bracis-19029	175	1	the	the	DET
bracis-19029	175	2	perturbation	perturbation	NOUN
bracis-19029	175	3	adaptation	adaptation	NOUN
bracis-19029	175	4	considers	consider	VERB
bracis-19029	175	5	three	three	NUM
bracis-19029	175	6	possibilities	possibility	NOUN
bracis-19029	175	7	:	:	PUNCT
bracis-19029	175	8	(	(	PUNCT
bracis-19029	175	9	1	1	X
bracis-19029	175	10	)	)	PUNCT
bracis-19029	175	11	the	the	DET
bracis-19029	175	12	ig	ig	PROPN
bracis-19029	175	13	destruction	destruction	NOUN
bracis-19029	175	14	-	-	PUNCT
bracis-19029	175	15	construction	construction	NOUN
bracis-19029	175	16	steps	step	NOUN
bracis-19029	175	17	;	;	PUNCT
bracis-19029	175	18	(	(	PUNCT
bracis-19029	175	19	2	2	X
bracis-19029	175	20	)	)	PUNCT
bracis-19029	175	21	two	two	NUM
bracis-19029	175	22	random	random	ADJ
bracis-19029	175	23	swaps	swap	NOUN
bracis-19029	175	24	and	and	CCONJ
bracis-19029	175	25	a	a	DET
bracis-19029	175	26	transposition	transposition	NOUN
bracis-19029	175	27	,	,	PUNCT
bracis-19029	175	28	as	as	SCONJ
bracis-19029	175	29	used	use	VERB
bracis-19029	175	30	in	in	ADP
bracis-19029	175	31	 	 	SPACE
bracis-19029	175	32	[	[	X
bracis-19029	175	33	21	21	NUM
bracis-19029	175	34	]	]	PUNCT
bracis-19029	175	35	for	for	ADP
bracis-19029	175	36	ils	ils	PROPN
bracis-19029	175	37	on	on	ADP
bracis-19029	175	38	fsp	fsp	PROPN
bracis-19029	175	39	 	 	SPACE
bracis-19029	175	40	,	,	PUNCT
bracis-19029	175	41	and	and	CCONJ
bracis-19029	175	42	(	(	PUNCT
bracis-19029	175	43	3	3	X
bracis-19029	175	44	)	)	PUNCT
bracis-19029	175	45	destruction	destruction	NOUN
bracis-19029	175	46	-	-	PUNCT
bracis-19029	175	47	construction	construction	NOUN
bracis-19029	175	48	with	with	ADP
bracis-19029	175	49	iterative	iterative	ADJ
bracis-19029	175	50	improvement	improvement	NOUN
bracis-19029	175	51	local	local	ADJ
bracis-19029	175	52	search	search	NOUN
bracis-19029	175	53	between	between	ADP
bracis-19029	175	54	destructions	destruction	NOUN
bracis-19029	175	55	,	,	PUNCT
bracis-19029	175	56	recently	recently	ADV
bracis-19029	175	57	proposed	propose	VERB
bracis-19029	175	58	in	in	ADP
bracis-19029	175	59	 	 	SPACE
bracis-19029	175	60	[	[	X
bracis-19029	175	61	6	6	NUM
bracis-19029	175	62	]	]	PUNCT
bracis-19029	175	63	.	.	PUNCT
bracis-19029	176	1	the	the	DET
bracis-19029	176	2	neighborhood	neighborhood	NOUN
bracis-19029	176	3	size	size	NOUN
bracis-19029	176	4	adaptation	adaptation	NOUN
bracis-19029	176	5	considers	consider	VERB
bracis-19029	176	6	the	the	DET
bracis-19029	176	7	percentage	percentage	NOUN
bracis-19029	176	8	of	of	ADP
bracis-19029	176	9	the	the	DET
bracis-19029	176	10	neighborhood	neighborhood	NOUN
bracis-19029	176	11	explored	explore	VERB
bracis-19029	176	12	during	during	ADP
bracis-19029	176	13	the	the	DET
bracis-19029	176	14	local	local	ADJ
bracis-19029	176	15	search	search	NOUN
bracis-19029	176	16	step	step	NOUN
bracis-19029	176	17	.	.	PUNCT
bracis-19029	177	1	for	for	ADP
bracis-19029	177	2	example	example	NOUN
bracis-19029	177	3	,	,	PUNCT
bracis-19029	177	4	exploring	explore	VERB
bracis-19029	177	5	only	only	ADV
bracis-19029	177	6	half	half	NOUN
bracis-19029	177	7	of	of	ADP
bracis-19029	177	8	the	the	DET
bracis-19029	177	9	neighborhood	neighborhood	NOUN
bracis-19029	177	10	at	at	ADP
bracis-19029	177	11	the	the	DET
bracis-19029	177	12	beginning	beginning	NOUN
bracis-19029	177	13	of	of	ADP
bracis-19029	177	14	the	the	DET
bracis-19029	177	15	search	search	NOUN
bracis-19029	177	16	could	could	AUX
bracis-19029	177	17	save	save	VERB
bracis-19029	177	18	time	time	NOUN
bracis-19029	177	19	for	for	ADP
bracis-19029	177	20	exploitation	exploitation	NOUN
bracis-19029	177	21	at	at	ADP
bracis-19029	177	22	the	the	DET
bracis-19029	177	23	end	end	NOUN
bracis-19029	177	24	of	of	ADP
bracis-19029	177	25	the	the	DET
bracis-19029	177	26	search	search	NOUN
bracis-19029	177	27	.	.	PUNCT
bracis-19029	178	1	similarly	similarly	ADV
bracis-19029	178	2	,	,	PUNCT
bracis-19029	178	3	choosing	choose	VERB
bracis-19029	178	4	the	the	DET
bracis-19029	178	5	destruction	destruction	NOUN
bracis-19029	178	6	size	size	NOUN
bracis-19029	178	7	parameter	parameter	NOUN
bracis-19029	178	8	dynamically	dynamically	ADV
bracis-19029	178	9	might	might	AUX
bracis-19029	178	10	improve	improve	VERB
bracis-19029	178	11	the	the	DET
bracis-19029	178	12	search	search	NOUN
bracis-19029	178	13	during	during	ADP
bracis-19029	178	14	exploration	exploration	NOUN
bracis-19029	178	15	-	-	PUNCT
bracis-19029	178	16	exploitation	exploitation	NOUN
bracis-19029	178	17	phases	phase	NOUN
bracis-19029	178	18	.	.	PUNCT
bracis-19029	179	1	as	as	SCONJ
bracis-19029	179	2	mentioned	mention	VERB
bracis-19029	179	3	,	,	PUNCT
bracis-19029	179	4	there	there	PRON
bracis-19029	179	5	are	be	VERB
bracis-19029	179	6	two	two	NUM
bracis-19029	179	7	mechanisms	mechanism	NOUN
bracis-19029	179	8	in	in	ADP
bracis-19029	179	9	ig	ig	PROPN
bracis-19029	179	10	that	that	PRON
bracis-19029	179	11	randomly	randomly	ADV
bracis-19029	179	12	choose	choose	VERB
bracis-19029	179	13	jobs	job	NOUN
bracis-19029	179	14	to	to	PART
bracis-19029	179	15	be	be	AUX
bracis-19029	179	16	re	re	VERB
bracis-19029	179	17	-	-	VERB
bracis-19029	179	18	inserted	inserted	ADJ
bracis-19029	179	19	:	:	PUNCT
bracis-19029	179	20	destruction	destruction	NOUN
bracis-19029	179	21	and	and	CCONJ
bracis-19029	179	22	best	good	ADJ
bracis-19029	179	23	-	-	PUNCT
bracis-19029	179	24	insertion	insertion	NOUN
bracis-19029	179	25	local	local	ADJ
bracis-19029	179	26	search	search	NOUN
bracis-19029	179	27	.	.	PUNCT
bracis-19029	180	1	an	an	DET
bracis-19029	180	2	adaptive	adaptive	ADJ
bracis-19029	180	3	mechanism	mechanism	NOUN
bracis-19029	180	4	can	can	AUX
bracis-19029	180	5	be	be	AUX
bracis-19029	180	6	applied	apply	VERB
bracis-19029	180	7	in	in	ADP
bracis-19029	180	8	the	the	DET
bracis-19029	180	9	last	last	ADJ
bracis-19029	180	10	two	two	NUM
bracis-19029	180	11	ig	ig	PROPN
bracis-19029	180	12	components	component	NOUN
bracis-19029	180	13	shown	show	VERB
bracis-19029	180	14	in	in	ADP
bracis-19029	180	15	table	table	NOUN
bracis-19029	180	16	 	 	SPACE
bracis-19029	180	17	2	2	NUM
bracis-19029	180	18	to	to	PART
bracis-19029	180	19	focus	focus	VERB
bracis-19029	180	20	these	these	DET
bracis-19029	180	21	operators	operator	NOUN
bracis-19029	180	22	on	on	ADP
bracis-19029	180	23	parts	part	NOUN
bracis-19029	180	24	of	of	ADP
bracis-19029	180	25	the	the	DET
bracis-19029	180	26	solution	solution	NOUN
bracis-19029	180	27	that	that	PRON
bracis-19029	180	28	have	have	VERB
bracis-19029	180	29	a	a	DET
bracis-19029	180	30	better	well	ADJ
bracis-19029	180	31	chance	chance	NOUN
bracis-19029	180	32	of	of	ADP
bracis-19029	180	33	improvement	improvement	NOUN
bracis-19029	180	34	.	.	PUNCT
bracis-19029	181	1	for	for	ADP
bracis-19029	181	2	that	that	PRON
bracis-19029	181	3	,	,	PUNCT
bracis-19029	181	4	we	we	PRON
bracis-19029	181	5	propose	propose	VERB
bracis-19029	181	6	partitioning	partition	VERB
bracis-19029	181	7	the	the	DET
bracis-19029	181	8	solution	solution	NOUN
bracis-19029	181	9	into	into	ADP
bracis-19029	181	10	chunks	chunk	NOUN
bracis-19029	181	11	and	and	CCONJ
bracis-19029	181	12	adaptively	adaptively	ADV
bracis-19029	181	13	selecting	select	VERB
bracis-19029	181	14	from	from	ADP
bracis-19029	181	15	each	each	DET
bracis-19029	181	16	chunk	chunk	NOUN
bracis-19029	181	17	the	the	DET
bracis-19029	181	18	job	job	NOUN
bracis-19029	181	19	that	that	PRON
bracis-19029	181	20	will	will	AUX
bracis-19029	181	21	be	be	AUX
bracis-19029	181	22	sampled	sample	VERB
bracis-19029	181	23	.	.	PUNCT
bracis-19029	182	1	as	as	SCONJ
bracis-19029	182	2	shown	show	VERB
bracis-19029	182	3	in	in	ADP
bracis-19029	182	4	table	table	NOUN
bracis-19029	182	5	 	 	SPACE
bracis-19029	182	6	2	2	NUM
bracis-19029	182	7	,	,	PUNCT
bracis-19029	182	8	for	for	ADP
bracis-19029	182	9	some	some	DET
bracis-19029	182	10	parameters	parameter	NOUN
bracis-19029	182	11	there	there	PRON
bracis-19029	182	12	are	be	VERB
bracis-19029	182	13	multiple	multiple	ADJ
bracis-19029	182	14	possible	possible	ADJ
bracis-19029	182	15	choice	choice	NOUN
bracis-19029	182	16	pools	pool	NOUN
bracis-19029	182	17	\(\{h_1,h_2,	\(\{h_1,h_2,	NOUN
bracis-19029	182	18	...	...	PUNCT
bracis-19029	182	19	\}\	\}\	NOUN
bracis-19029	182	20	)	)	PUNCT
bracis-19029	182	21	.	.	PUNCT
bracis-19029	183	1	for	for	ADP
bracis-19029	183	2	example	example	NOUN
bracis-19029	183	3	,	,	PUNCT
bracis-19029	183	4	the	the	DET
bracis-19029	183	5	destruction	destruction	NOUN
bracis-19029	183	6	size	size	NOUN
bracis-19029	183	7	can	can	AUX
bracis-19029	183	8	be	be	AUX
bracis-19029	183	9	chosen	choose	VERB
bracis-19029	183	10	from	from	ADP
bracis-19029	183	11	the	the	DET
bracis-19029	183	12	set	set	NOUN
bracis-19029	183	13	\(h_1=\{2,4\}\	\(h_1=\{2,4\}\	NOUN
bracis-19029	183	14	)	)	PUNCT
bracis-19029	183	15	,	,	PUNCT
bracis-19029	183	16	\(h_2=\{4,6\}\	\(h_2=\{4,6\}\	NOUN
bracis-19029	183	17	)	)	PUNCT
bracis-19029	183	18	,	,	PUNCT
bracis-19029	183	19	\(h_3=\{2,4,6\}\	\(h_3=\{2,4,6\}\	NOUN
bracis-19029	183	20	)	)	PUNCT
bracis-19029	183	21	or	or	CCONJ
bracis-19029	183	22	\(h_4=\{4,8\}\	\(h_4=\{4,8\}\	NOUN
bracis-19029	183	23	)	)	PUNCT
bracis-19029	183	24	.	.	PUNCT
bracis-19029	184	1	also	also	ADV
bracis-19029	184	2	on	on	ADP
bracis-19029	184	3	destruction	destruction	NOUN
bracis-19029	184	4	position	position	NOUN
bracis-19029	184	5	and	and	CCONJ
bracis-19029	184	6	local	local	ADJ
bracis-19029	184	7	search	search	NOUN
bracis-19029	184	8	focus	focus	NOUN
bracis-19029	184	9	,	,	PUNCT
bracis-19029	184	10	the	the	DET
bracis-19029	184	11	solution	solution	NOUN
bracis-19029	184	12	can	can	AUX
bracis-19029	184	13	be	be	AUX
bracis-19029	184	14	partitioned	partition	VERB
bracis-19029	184	15	into	into	ADP
bracis-19029	184	16	3	3	NUM
bracis-19029	184	17	,	,	PUNCT
bracis-19029	184	18	10	10	NUM
bracis-19029	184	19	or	or	CCONJ
bracis-19029	184	20	\(j\	\(j\	NOUN
bracis-19029	184	21	)	)	PUNCT
bracis-19029	184	22	chunks	chunk	NOUN
bracis-19029	184	23	(	(	PUNCT
bracis-19029	184	24	the	the	DET
bracis-19029	184	25	last	last	ADJ
bracis-19029	184	26	considering	consider	VERB
bracis-19029	184	27	one	one	NUM
bracis-19029	184	28	arm	arm	NOUN
bracis-19029	184	29	for	for	ADP
bracis-19029	184	30	each	each	DET
bracis-19029	184	31	job	job	NOUN
bracis-19029	184	32	)	)	PUNCT
bracis-19029	184	33	.	.	PUNCT
bracis-19029	185	1	some	some	DET
bracis-19029	185	2	hh	hh	PROPN
bracis-19029	185	3	hyper	hyper	NOUN
bracis-19029	185	4	-	-	NOUN
bracis-19029	185	5	parameters	parameter	NOUN
bracis-19029	185	6	like	like	ADP
bracis-19029	185	7	the	the	DET
bracis-19029	185	8	pool	pool	NOUN
bracis-19029	185	9	\(h_i\	\(h_i\	NOUN
bracis-19029	185	10	)	)	PUNCT
bracis-19029	185	11	for	for	ADP
bracis-19029	185	12	a	a	DET
bracis-19029	185	13	component	component	NOUN
bracis-19029	185	14	,	,	PUNCT
bracis-19029	185	15	reward	reward	NOUN
bracis-19029	185	16	type	type	NOUN
bracis-19029	185	17	and	and	CCONJ
bracis-19029	185	18	update	update	NOUN
bracis-19029	185	19	window	window	NOUN
bracis-19029	185	20	are	be	AUX
bracis-19029	185	21	determined	determine	VERB
bracis-19029	185	22	in	in	ADP
bracis-19029	185	23	a	a	DET
bracis-19029	185	24	parameter	parameter	NOUN
bracis-19029	185	25	tuning	tuning	NOUN
bracis-19029	185	26	phase	phase	NOUN
bracis-19029	185	27	described	describe	VERB
bracis-19029	185	28	in	in	ADP
bracis-19029	185	29	sect	sect	NOUN
bracis-19029	185	30	.	.	PUNCT
bracis-19029	185	31	 	 	SPACE
bracis-19029	186	1	4	4	NUM
bracis-19029	186	2	.	.	NOUN
bracis-19029	186	3	4	4	NUM
bracis-19029	186	4	tuning	tuning	NOUN
bracis-19029	186	5	and	and	CCONJ
bracis-19029	186	6	 	 	SPACE
bracis-19029	186	7	testing	test	VERB
bracis-19029	186	8	phases	phase	NOUN
bracis-19029	186	9	based	base	VERB
bracis-19029	186	10	on	on	ADP
bracis-19029	186	11	the	the	DET
bracis-19029	186	12	hyper	hyper	NOUN
bracis-19029	186	13	-	-	NOUN
bracis-19029	186	14	heuristic	heuristic	ADJ
bracis-19029	186	15	with	with	ADP
bracis-19029	186	16	dynamic	dynamic	ADJ
bracis-19029	186	17	learning	learning	NOUN
bracis-19029	186	18	and	and	CCONJ
bracis-19029	186	19	its	its	PRON
bracis-19029	186	20	six	six	NUM
bracis-19029	186	21	possible	possible	ADJ
bracis-19029	186	22	adaptive	adaptive	ADJ
bracis-19029	186	23	strategies	strategy	NOUN
bracis-19029	186	24	described	describe	VERB
bracis-19029	186	25	in	in	ADP
bracis-19029	186	26	sect	sect	NOUN
bracis-19029	186	27	.	.	PUNCT
bracis-19029	186	28	 	 	SPACE
bracis-19029	186	29	2.2	2.2	NUM
bracis-19029	186	30	,	,	PUNCT
bracis-19029	186	31	sect	sect	NOUN
bracis-19029	186	32	.	.	PUNCT
bracis-19029	186	33	 	 	SPACE
bracis-19029	186	34	3	3	NUM
bracis-19029	186	35	has	have	AUX
bracis-19029	186	36	detailed	detail	VERB
bracis-19029	186	37	the	the	DET
bracis-19029	186	38	proposed	propose	VERB
bracis-19029	186	39	adaptive	adaptive	ADJ
bracis-19029	186	40	ig	ig	PROPN
bracis-19029	186	41	.	.	PUNCT
bracis-19029	187	1	this	this	DET
bracis-19029	187	2	section	section	NOUN
bracis-19029	187	3	presents	present	VERB
bracis-19029	187	4	the	the	DET
bracis-19029	187	5	hyper	hyper	ADJ
bracis-19029	187	6	-	-	ADJ
bracis-19029	187	7	parameter	parameter	NOUN
bracis-19029	187	8	configuration	configuration	NOUN
bracis-19029	187	9	performed	perform	VERB
bracis-19029	187	10	by	by	ADP
bracis-19029	187	11	irace	irace	NOUN
bracis-19029	187	12	(	(	PUNCT
bracis-19029	187	13	tuning	tuning	NOUN
bracis-19029	187	14	)	)	PUNCT
bracis-19029	187	15	using	use	VERB
bracis-19029	187	16	part	part	NOUN
bracis-19029	187	17	of	of	ADP
bracis-19029	187	18	available	available	ADJ
bracis-19029	187	19	data	datum	NOUN
bracis-19029	187	20	and	and	CCONJ
bracis-19029	187	21	the	the	DET
bracis-19029	187	22	test	test	NOUN
bracis-19029	187	23	performed	perform	VERB
bracis-19029	187	24	on	on	ADP
bracis-19029	187	25	the	the	DET
bracis-19029	187	26	tuned	tuned	ADJ
bracis-19029	187	27	hh	hh	NOUN
bracis-19029	187	28	using	use	VERB
bracis-19029	187	29	the	the	DET
bracis-19029	187	30	remaining	remain	VERB
bracis-19029	187	31	one	one	NUM
bracis-19029	187	32	.	.	PUNCT
bracis-19029	188	1	the	the	DET
bracis-19029	188	2	configurations	configuration	NOUN
bracis-19029	188	3	are	be	AUX
bracis-19029	188	4	evaluated	evaluate	VERB
bracis-19029	188	5	with	with	ADP
bracis-19029	188	6	a	a	DET
bracis-19029	188	7	budget	budget	NOUN
bracis-19029	188	8	of	of	ADP
bracis-19029	188	9	\(j\times	\(j\time	NOUN
bracis-19029	188	10	(	(	PUNCT
bracis-19029	188	11	m/	m/	NOUN
bracis-19029	188	12	2	2	NUM
bracis-19029	188	13	)	)	PUNCT
bracis-19029	188	14	\times	\time	VERB
bracis-19029	188	15	30\	30\	NUM
bracis-19029	188	16	)	)	PUNCT
bracis-19029	188	17	 	 	SPACE
bracis-19029	188	18	ms	ms	NOUN
bracis-19029	188	19	on	on	ADP
bracis-19029	188	20	tuning	tuning	NOUN
bracis-19029	188	21	and	and	CCONJ
bracis-19029	188	22	test	test	NOUN
bracis-19029	188	23	phases	phase	NOUN
bracis-19029	188	24	.	.	PUNCT
bracis-19029	189	1	algorithms	algorithm	NOUN
bracis-19029	189	2	are	be	AUX
bracis-19029	189	3	implemented	implement	VERB
bracis-19029	189	4	in	in	ADP
bracis-19029	189	5	c++	c++	NOUN
bracis-19029	189	6	using	use	VERB
bracis-19029	189	7	the	the	DET
bracis-19029	189	8	paradiseo	paradiseo	NOUN
bracis-19029	189	9	library	library	NOUN
bracis-19029	189	10	 	 	SPACE
bracis-19029	190	1	[	[	X
bracis-19029	190	2	9	9	NUM
bracis-19029	190	3	]	]	PUNCT
bracis-19029	190	4	.	.	PUNCT
bracis-19029	191	1	the	the	DET
bracis-19029	191	2	experiments	experiment	NOUN
bracis-19029	191	3	have	have	AUX
bracis-19029	191	4	been	be	AUX
bracis-19029	191	5	executed	execute	VERB
bracis-19029	191	6	on	on	ADP
bracis-19029	191	7	a	a	DET
bracis-19029	191	8	server	server	NOUN
bracis-19029	191	9	with	with	ADP
bracis-19029	191	10	8	8	NUM
bracis-19029	191	11	-	-	PUNCT
bracis-19029	191	12	core	core	NOUN
bracis-19029	191	13	amd	amd	PROPN
bracis-19029	191	14	epyc	epyc	NOUN
bracis-19029	191	15	7542	7542	NUM
bracis-19029	191	16	processors	processor	NOUN
bracis-19029	191	17	and	and	CCONJ
bracis-19029	191	18	16	16	NUM
bracis-19029	191	19	gb	gb	NOUN
bracis-19029	191	20	of	of	ADP
bracis-19029	191	21	ram	ram	NOUN
bracis-19029	191	22	.	.	PUNCT
bracis-19029	192	1	for	for	ADP
bracis-19029	192	2	the	the	DET
bracis-19029	192	3	results	result	NOUN
bracis-19029	192	4	analysis	analysis	NOUN
bracis-19029	192	5	,	,	PUNCT
bracis-19029	192	6	we	we	PRON
bracis-19029	192	7	used	use	VERB
bracis-19029	192	8	the	the	DET
bracis-19029	192	9	r	r	NOUN
bracis-19029	192	10	language	language	NOUN
bracis-19029	192	11	and	and	CCONJ
bracis-19029	192	12	relevant	relevant	ADJ
bracis-19029	192	13	packagesfootnote	packagesfootnote	NOUN
bracis-19029	192	14	1	1	X
bracis-19029	192	15	.	.	X
bracis-19029	192	16	tuning	tune	VERB
bracis-19029	192	17	phase	phase	NOUN
bracis-19029	192	18	before	before	ADP
bracis-19029	192	19	running	run	VERB
bracis-19029	192	20	the	the	DET
bracis-19029	192	21	experiments	experiment	NOUN
bracis-19029	192	22	,	,	PUNCT
bracis-19029	192	23	we	we	PRON
bracis-19029	192	24	perform	perform	VERB
bracis-19029	192	25	a	a	DET
bracis-19029	192	26	tuning	tuning	NOUN
bracis-19029	192	27	phase	phase	NOUN
bracis-19029	192	28	aiming	aim	VERB
bracis-19029	192	29	to	to	PART
bracis-19029	192	30	determine	determine	VERB
bracis-19029	192	31	which	which	DET
bracis-19029	192	32	strategy	strategy	NOUN
bracis-19029	192	33	configuration	configuration	NOUN
bracis-19029	192	34	(	(	PUNCT
bracis-19029	192	35	shown	show	VERB
bracis-19029	192	36	in	in	ADP
bracis-19029	192	37	table	table	NOUN
bracis-19029	192	38	 	 	SPACE
bracis-19029	192	39	1	1	NUM
bracis-19029	192	40	)	)	PUNCT
bracis-19029	192	41	works	work	VERB
bracis-19029	192	42	best	well	ADV
bracis-19029	192	43	for	for	ADP
bracis-19029	192	44	each	each	DET
bracis-19029	192	45	ig	ig	PROPN
bracis-19029	192	46	component	component	NOUN
bracis-19029	192	47	(	(	PUNCT
bracis-19029	192	48	shown	show	VERB
bracis-19029	192	49	in	in	ADP
bracis-19029	192	50	table	table	NOUN
bracis-19029	192	51	 	 	SPACE
bracis-19029	192	52	2	2	NUM
bracis-19029	192	53	)	)	PUNCT
bracis-19029	192	54	.	.	PUNCT
bracis-19029	193	1	the	the	DET
bracis-19029	193	2	random	random	ADJ
bracis-19029	193	3	strategy	strategy	NOUN
bracis-19029	193	4	is	be	AUX
bracis-19029	193	5	not	not	PART
bracis-19029	193	6	considered	consider	VERB
bracis-19029	193	7	for	for	ADP
bracis-19029	193	8	destruction	destruction	NOUN
bracis-19029	193	9	position	position	NOUN
bracis-19029	193	10	and	and	CCONJ
bracis-19029	193	11	local	local	ADJ
bracis-19029	193	12	search	search	NOUN
bracis-19029	193	13	focus	focus	NOUN
bracis-19029	193	14	,	,	PUNCT
bracis-19029	193	15	because	because	SCONJ
bracis-19029	193	16	a	a	DET
bracis-19029	193	17	random	random	ADJ
bracis-19029	193	18	choice	choice	NOUN
bracis-19029	193	19	in	in	ADP
bracis-19029	193	20	these	these	DET
bracis-19029	193	21	cases	case	NOUN
bracis-19029	193	22	is	be	AUX
bracis-19029	193	23	equivalent	equivalent	ADJ
bracis-19029	193	24	to	to	ADP
bracis-19029	193	25	the	the	DET
bracis-19029	193	26	standard	standard	NOUN
bracis-19029	193	27	ig	ig	PROPN
bracis-19029	193	28	behaviour	behaviour	NOUN
bracis-19029	193	29	.	.	PUNCT
bracis-19029	194	1	the	the	DET
bracis-19029	194	2	irace	irace	NOUN
bracis-19029	194	3	algorithm	algorithm	NOUN
bracis-19029	194	4	 	 	SPACE
bracis-19029	195	1	[	[	X
bracis-19029	195	2	13	13	NUM
bracis-19029	195	3	]	]	PUNCT
bracis-19029	195	4	with	with	ADP
bracis-19029	195	5	default	default	NOUN
bracis-19029	195	6	parameters	parameter	NOUN
bracis-19029	195	7	and	and	CCONJ
bracis-19029	195	8	5000	5000	NUM
bracis-19029	195	9	configurations	configuration	NOUN
bracis-19029	195	10	evaluations	evaluation	NOUN
bracis-19029	195	11	is	be	AUX
bracis-19029	195	12	used	use	VERB
bracis-19029	195	13	to	to	PART
bracis-19029	195	14	tune	tune	VERB
bracis-19029	195	15	each	each	DET
bracis-19029	195	16	combination	combination	NOUN
bracis-19029	195	17	of	of	ADP
bracis-19029	195	18	the	the	DET
bracis-19029	195	19	six	six	NUM
bracis-19029	195	20	adaptive	adaptive	ADJ
bracis-19029	195	21	components	component	NOUN
bracis-19029	195	22	and	and	CCONJ
bracis-19029	195	23	the	the	DET
bracis-19029	195	24	six	six	NUM
bracis-19029	195	25	dynamic	dynamic	ADJ
bracis-19029	195	26	strategies	strategy	NOUN
bracis-19029	195	27	.	.	PUNCT
bracis-19029	196	1	there	there	PRON
bracis-19029	196	2	are	be	VERB
bracis-19029	196	3	multiple	multiple	ADJ
bracis-19029	196	4	choice	choice	NOUN
bracis-19029	196	5	pools	pool	NOUN
bracis-19029	196	6	\(\{h_1,h_2,	\(\{h_1,h_2,	NOUN
bracis-19029	196	7	...	...	PUNCT
bracis-19029	196	8	\}\	\}\	NOUN
bracis-19029	196	9	)	)	PUNCT
bracis-19029	196	10	for	for	ADP
bracis-19029	196	11	destruction	destruction	NOUN
bracis-19029	196	12	size	size	NOUN
bracis-19029	196	13	,	,	PUNCT
bracis-19029	196	14	neighborhood	neighborhood	NOUN
bracis-19029	196	15	size	size	NOUN
bracis-19029	196	16	,	,	PUNCT
bracis-19029	196	17	destruction	destruction	NOUN
bracis-19029	196	18	position	position	NOUN
bracis-19029	196	19	and	and	CCONJ
bracis-19029	196	20	local	local	ADJ
bracis-19029	196	21	search	search	NOUN
bracis-19029	196	22	focus	focus	NOUN
bracis-19029	196	23	components	component	NOUN
bracis-19029	196	24	.	.	PUNCT
bracis-19029	197	1	for	for	ADP
bracis-19029	197	2	example	example	NOUN
bracis-19029	197	3	,	,	PUNCT
bracis-19029	197	4	the	the	DET
bracis-19029	197	5	destruction	destruction	NOUN
bracis-19029	197	6	size	size	NOUN
bracis-19029	197	7	can	can	AUX
bracis-19029	197	8	be	be	AUX
bracis-19029	197	9	chosen	choose	VERB
bracis-19029	197	10	from	from	ADP
bracis-19029	197	11	\(h_1=\{2,4\}\	\(h_1=\{2,4\}\	NOUN
bracis-19029	197	12	)	)	PUNCT
bracis-19029	197	13	or	or	CCONJ
bracis-19029	197	14	\(h_2=\{4,8\}\	\(h_2=\{4,8\}\	PROPN
bracis-19029	197	15	)	)	PUNCT
bracis-19029	197	16	.	.	PUNCT
bracis-19029	198	1	in	in	ADP
bracis-19029	198	2	these	these	DET
bracis-19029	198	3	cases	case	NOUN
bracis-19029	198	4	,	,	PUNCT
bracis-19029	198	5	the	the	DET
bracis-19029	198	6	pool	pool	NOUN
bracis-19029	198	7	choice	choice	NOUN
bracis-19029	198	8	is	be	AUX
bracis-19029	198	9	considered	consider	VERB
bracis-19029	198	10	as	as	ADP
bracis-19029	198	11	an	an	DET
bracis-19029	198	12	additional	additional	ADJ
bracis-19029	198	13	categorical	categorical	ADJ
bracis-19029	198	14	parameter	parameter	NOUN
bracis-19029	198	15	for	for	ADP
bracis-19029	198	16	irace	irace	NOUN
bracis-19029	198	17	during	during	ADP
bracis-19029	198	18	the	the	DET
bracis-19029	198	19	tuning	tuning	NOUN
bracis-19029	198	20	phase	phase	NOUN
bracis-19029	198	21	.	.	PUNCT
bracis-19029	199	1	the	the	DET
bracis-19029	199	2	instance	instance	NOUN
bracis-19029	199	3	set	set	VERB
bracis-19029	199	4	for	for	ADP
bracis-19029	199	5	the	the	DET
bracis-19029	199	6	tuning	tuning	NOUN
bracis-19029	199	7	phase	phase	NOUN
bracis-19029	199	8	is	be	AUX
bracis-19029	199	9	composed	compose	VERB
bracis-19029	199	10	of	of	ADP
bracis-19029	199	11	48	48	NUM
bracis-19029	199	12	(	(	PUNCT
bracis-19029	199	13	3	3	NUM
bracis-19029	199	14	\(\times	\(\time	NOUN
bracis-19029	199	15	\	\	NOUN
bracis-19029	199	16	)	)	PUNCT
bracis-19029	199	17	2	2	NUM
bracis-19029	199	18	\(\times	\(\time	NOUN
bracis-19029	199	19	\	\	NOUN
bracis-19029	199	20	)	)	PUNCT
bracis-19029	199	21	3	3	NUM
bracis-19029	199	22	\(\times	\(\time	NOUN
bracis-19029	199	23	\	\	NOUN
bracis-19029	199	24	)	)	PUNCT
bracis-19029	199	25	4	4	X
bracis-19029	199	26	)	)	PUNCT
bracis-19029	199	27	instances	instance	NOUN
bracis-19029	199	28	resulted	result	VERB
bracis-19029	199	29	from	from	ADP
bracis-19029	199	30	the	the	DET
bracis-19029	199	31	combinations	combination	NOUN
bracis-19029	199	32	of	of	ADP
bracis-19029	199	33	:	:	PUNCT
bracis-19029	199	34	3	3	NUM
bracis-19029	199	35	sizes	size	NOUN
bracis-19029	199	36	(	(	PUNCT
bracis-19029	199	37	20	20	NUM
bracis-19029	199	38	or	or	CCONJ
bracis-19029	199	39	50	50	NUM
bracis-19029	199	40	jobs	job	NOUN
bracis-19029	199	41	and	and	CCONJ
bracis-19029	199	42	10	10	NUM
bracis-19029	199	43	machines	machine	NOUN
bracis-19029	199	44	)	)	PUNCT
bracis-19029	199	45	,	,	PUNCT
bracis-19029	199	46	2	2	NUM
bracis-19029	199	47	objectives	objective	NOUN
bracis-19029	199	48	(	(	PUNCT
bracis-19029	199	49	makespan	makespan	ADV
bracis-19029	199	50	or	or	CCONJ
bracis-19029	199	51	flowtime	flowtime	NOUN
bracis-19029	199	52	)	)	PUNCT
bracis-19029	199	53	,	,	PUNCT
bracis-19029	199	54	3	3	NUM
bracis-19029	199	55	types	type	NOUN
bracis-19029	199	56	(	(	PUNCT
bracis-19029	199	57	permutation	permutation	NOUN
bracis-19029	199	58	,	,	PUNCT
bracis-19029	199	59	no	no	DET
bracis-19029	199	60	-	-	PUNCT
bracis-19029	199	61	wait	wait	NOUN
bracis-19029	199	62	or	or	CCONJ
bracis-19029	199	63	no	no	PRON
bracis-19029	199	64	-	-	PUNCT
bracis-19029	199	65	idle	idle	ADJ
bracis-19029	199	66	fsps	fsp	NOUN
bracis-19029	199	67	)	)	PUNCT
bracis-19029	199	68	,	,	PUNCT
bracis-19029	199	69	and	and	CCONJ
bracis-19029	199	70	4	4	NUM
bracis-19029	199	71	processing	processing	NOUN
bracis-19029	199	72	times	time	NOUN
bracis-19029	199	73	distributions	distribution	NOUN
bracis-19029	199	74	:	:	PUNCT
bracis-19029	199	75	(	(	PUNCT
bracis-19029	199	76	exponential	exponential	ADJ
bracis-19029	199	77	,	,	PUNCT
bracis-19029	199	78	uniform	uniform	NOUN
bracis-19029	199	79	,	,	PUNCT
bracis-19029	199	80	job	job	NOUN
bracis-19029	199	81	-	-	PUNCT
bracis-19029	199	82	correlated	correlate	VERB
bracis-19029	199	83	or	or	CCONJ
bracis-19029	199	84	machine	machine	NOUN
bracis-19029	199	85	-	-	PUNCT
bracis-19029	199	86	correlated	correlate	VERB
bracis-19029	199	87	processing	processing	NOUN
bracis-19029	199	88	times	time	NOUN
bracis-19029	199	89	)	)	PUNCT
bracis-19029	199	90	.	.	PUNCT
bracis-19029	200	1	testing	testing	NOUN
bracis-19029	200	2	phase	phase	NOUN
bracis-19029	200	3	after	after	ADP
bracis-19029	200	4	tuning	tuning	NOUN
bracis-19029	200	5	,	,	PUNCT
bracis-19029	200	6	the	the	DET
bracis-19029	200	7	best	good	ADJ
bracis-19029	200	8	configurations	configuration	NOUN
bracis-19029	200	9	are	be	AUX
bracis-19029	200	10	tested	test	VERB
bracis-19029	200	11	with	with	ADP
bracis-19029	200	12	10	10	NUM
bracis-19029	200	13	restarts	restart	NOUN
bracis-19029	200	14	on	on	ADP
bracis-19029	200	15	a	a	DET
bracis-19029	200	16	set	set	NOUN
bracis-19029	200	17	of	of	ADP
bracis-19029	200	18	unseen	unseen	ADJ
bracis-19029	200	19	instances	instance	NOUN
bracis-19029	200	20	with	with	ADP
bracis-19029	200	21	the	the	DET
bracis-19029	200	22	same	same	ADJ
bracis-19029	200	23	features	feature	NOUN
bracis-19029	200	24	,	,	PUNCT
bracis-19029	200	25	but	but	CCONJ
bracis-19029	200	26	sampled	sample	VERB
bracis-19029	200	27	with	with	ADP
bracis-19029	200	28	different	different	ADJ
bracis-19029	200	29	random	random	ADJ
bracis-19029	200	30	seeds	seed	NOUN
bracis-19029	200	31	.	.	PUNCT
bracis-19029	201	1	aiming	aim	VERB
bracis-19029	201	2	to	to	PART
bracis-19029	201	3	better	well	ADV
bracis-19029	201	4	evaluate	evaluate	VERB
bracis-19029	201	5	algorithms	algorithm	NOUN
bracis-19029	201	6	’	'	PUNCT
bracis-19029	201	7	generalization	generalization	NOUN
bracis-19029	201	8	capabilities	capability	NOUN
bracis-19029	201	9	,	,	PUNCT
bracis-19029	201	10	we	we	PRON
bracis-19029	201	11	also	also	ADV
bracis-19029	201	12	include	include	VERB
bracis-19029	201	13	larger	large	ADJ
bracis-19029	201	14	instances	instance	NOUN
bracis-19029	201	15	of	of	ADP
bracis-19029	201	16	\(j=	\(j=	PROPN
bracis-19029	201	17	100\	100\	NUM
bracis-19029	201	18	)	)	PUNCT
bracis-19029	201	19	and	and	CCONJ
bracis-19029	201	20	\(j=	\(j=	NOUN
bracis-19029	201	21	200\	200\	NUM
bracis-19029	201	22	)	)	PUNCT
bracis-19029	201	23	jobs	job	NOUN
bracis-19029	201	24	and	and	CCONJ
bracis-19029	201	25	\(m=	\(m=	NOUN
bracis-19029	201	26	20\	20\	NUM
bracis-19029	201	27	)	)	PUNCT
bracis-19029	201	28	in	in	ADP
bracis-19029	201	29	the	the	DET
bracis-19029	201	30	testing	testing	NOUN
bracis-19029	201	31	phase	phase	NOUN
bracis-19029	201	32	.	.	PUNCT
bracis-19029	202	1	the	the	DET
bracis-19029	202	2	evaluation	evaluation	NOUN
bracis-19029	202	3	for	for	ADP
bracis-19029	202	4	each	each	DET
bracis-19029	202	5	algorithm	algorithm	NOUN
bracis-19029	202	6	is	be	AUX
bracis-19029	202	7	done	do	VERB
bracis-19029	202	8	using	use	VERB
bracis-19029	202	9	the	the	DET
bracis-19029	202	10	average	average	ADJ
bracis-19029	202	11	relative	relative	ADJ
bracis-19029	202	12	percentage	percentage	NOUN
bracis-19029	202	13	deviation	deviation	NOUN
bracis-19029	202	14	(	(	PUNCT
bracis-19029	202	15	arpd	arpd	NOUN
bracis-19029	202	16	)	)	PUNCT
bracis-19029	202	17	given	give	VERB
bracis-19029	202	18	by	by	ADP
bracis-19029	202	19	:	:	PUNCT
bracis-19029	202	20	$	$	SYM
bracis-19029	202	21	$	$	SYM
bracis-19029	202	22	\begin{aligned	\begin{aligne	VERB
bracis-19029	202	23	}	}	PUNCT
bracis-19029	202	24	arpd_{alg	arpd_{alg	ADJ
bracis-19029	202	25	}	}	PUNCT
bracis-19029	202	26	=	=	SYM
bracis-19029	202	27	\frac{1}{r	\frac{1}{r	NOUN
bracis-19029	202	28	}	}	PUNCT
bracis-19029	202	29	\sum	\sum	NOUN
bracis-19029	202	30	_	_	PUNCT
bracis-19029	202	31	{	{	PUNCT
bracis-19029	202	32	r=1}^{r	r=1}^{r	NOUN
bracis-19029	202	33	}	}	PUNCT
bracis-19029	202	34	100	100	NUM
bracis-19029	202	35	\times	\time	NOUN
bracis-19029	202	36	\frac{f(x^{alg}_r	\frac{f(x^{alg}_r	NOUN
bracis-19029	202	37	)	)	PUNCT
bracis-19029	202	38	f(x^{best})}{f(x^{best	f(x^{best})}{f(x^{best	NOUN
bracis-19029	202	39	}	}	PUNCT
bracis-19029	202	40	)	)	PUNCT
bracis-19029	202	41	}	}	PUNCT
bracis-19029	202	42	\end{aligned}$$	\end{aligned}$$	X
bracis-19029	202	43	(	(	PUNCT
bracis-19029	202	44	19	19	NUM
bracis-19029	202	45	)	)	PUNCT
bracis-19029	202	46	where	where	SCONJ
bracis-19029	202	47	r	r	NOUN
bracis-19029	202	48	is	be	AUX
bracis-19029	202	49	the	the	DET
bracis-19029	202	50	number	number	NOUN
bracis-19029	202	51	of	of	ADP
bracis-19029	202	52	runs	run	NOUN
bracis-19029	202	53	and	and	CCONJ
bracis-19029	202	54	\(x^{alg}_r\	\(x^{alg}_r\	NOUN
bracis-19029	202	55	)	)	PUNCT
bracis-19029	202	56	is	be	AUX
bracis-19029	202	57	the	the	DET
bracis-19029	202	58	best	good	ADJ
bracis-19029	202	59	solution	solution	NOUN
bracis-19029	202	60	found	find	VERB
bracis-19029	202	61	by	by	ADP
bracis-19029	202	62	algorithm	algorithm	PROPN
bracis-19029	202	63	alg	alg	PROPN
bracis-19029	202	64	.	.	PUNCT
bracis-19029	203	1	the	the	DET
bracis-19029	203	2	reference	reference	NOUN
bracis-19029	203	3	solution	solution	NOUN
bracis-19029	203	4	\(x^{best}\	\(x^{best}\	ADV
bracis-19029	203	5	)	)	PUNCT
bracis-19029	203	6	is	be	AUX
bracis-19029	203	7	given	give	VERB
bracis-19029	203	8	by	by	ADP
bracis-19029	203	9	the	the	DET
bracis-19029	203	10	best	good	ADJ
bracis-19029	203	11	solution	solution	NOUN
bracis-19029	203	12	found	find	VERB
bracis-19029	203	13	by	by	ADP
bracis-19029	203	14	a	a	DET
bracis-19029	203	15	standard	standard	NOUN
bracis-19029	203	16	ig	ig	PROPN
bracis-19029	203	17	(	(	PUNCT
bracis-19029	203	18	the	the	DET
bracis-19029	203	19	same	same	ADJ
bracis-19029	203	20	used	use	VERB
bracis-19029	203	21	by	by	ADP
bracis-19029	203	22	the	the	DET
bracis-19029	203	23	authors	author	NOUN
bracis-19029	203	24	in	in	ADP
bracis-19029	203	25	 	 	SPACE
bracis-19029	203	26	[	[	X
bracis-19029	203	27	18	18	NUM
bracis-19029	203	28	]	]	PUNCT
bracis-19029	203	29	)	)	PUNCT
bracis-19029	203	30	with	with	ADP
bracis-19029	203	31	a	a	DET
bracis-19029	203	32	higher	high	ADJ
bracis-19029	203	33	budget	budget	NOUN
bracis-19029	203	34	of	of	ADP
bracis-19029	203	35	\(j\times	\(j\time	NOUN
bracis-19029	203	36	(	(	PUNCT
bracis-19029	203	37	m/	m/	NOUN
bracis-19029	203	38	2	2	NUM
bracis-19029	203	39	)	)	PUNCT
bracis-19029	203	40	\times	\time	VERB
bracis-19029	203	41	120\	120\	NUM
bracis-19029	203	42	)	)	PUNCT
bracis-19029	203	43	 	 	SPACE
bracis-19029	203	44	ms	ms	NOUN
bracis-19029	203	45	and	and	CCONJ
bracis-19029	203	46	30	30	NUM
bracis-19029	203	47	restarts	restart	NOUN
bracis-19029	203	48	.	.	PUNCT
bracis-19029	204	1	finally	finally	ADV
bracis-19029	204	2	,	,	PUNCT
bracis-19029	204	3	the	the	DET
bracis-19029	204	4	configurations	configuration	NOUN
bracis-19029	204	5	are	be	AUX
bracis-19029	204	6	also	also	ADV
bracis-19029	204	7	compared	compare	VERB
bracis-19029	204	8	with	with	ADP
bracis-19029	204	9	the	the	DET
bracis-19029	204	10	standard	standard	ADJ
bracis-19029	204	11	ig	ig	PROPN
bracis-19029	204	12	configuration	configuration	NOUN
bracis-19029	204	13	to	to	PART
bracis-19029	204	14	evaluate	evaluate	VERB
bracis-19029	204	15	the	the	DET
bracis-19029	204	16	effectiveness	effectiveness	NOUN
bracis-19029	204	17	of	of	ADP
bracis-19029	204	18	the	the	DET
bracis-19029	204	19	adaptive	adaptive	ADJ
bracis-19029	204	20	components	component	NOUN
bracis-19029	204	21	in	in	ADP
bracis-19029	204	22	the	the	DET
bracis-19029	204	23	presented	present	VERB
bracis-19029	204	24	scenario	scenario	NOUN
bracis-19029	204	25	.	.	PUNCT
bracis-19029	205	1	in	in	ADP
bracis-19029	205	2	all	all	DET
bracis-19029	205	3	comparisons	comparison	NOUN
bracis-19029	205	4	,	,	PUNCT
bracis-19029	205	5	we	we	PRON
bracis-19029	205	6	highlight	highlight	VERB
bracis-19029	205	7	the	the	DET
bracis-19029	205	8	lowest	low	ADJ
bracis-19029	205	9	arpds	arpds	NOUN
bracis-19029	205	10	and	and	CCONJ
bracis-19029	205	11	perform	perform	VERB
bracis-19029	205	12	a	a	DET
bracis-19029	205	13	friedman	friedman	NOUN
bracis-19029	205	14	rank	rank	PROPN
bracis-19029	205	15	sum	sum	PROPN
bracis-19029	205	16	test	test	NOUN
bracis-19029	205	17	with	with	ADP
bracis-19029	205	18	nemenyi	nemenyi	PROPN
bracis-19029	205	19	post	post	X
bracis-19029	205	20	hoc	hoc	X
bracis-19029	205	21	to	to	PART
bracis-19029	205	22	verify	verify	VERB
bracis-19029	205	23	if	if	SCONJ
bracis-19029	205	24	the	the	DET
bracis-19029	205	25	differences	difference	NOUN
bracis-19029	205	26	are	be	AUX
bracis-19029	205	27	statistically	statistically	ADV
bracis-19029	205	28	significant	significant	ADJ
bracis-19029	205	29	with	with	ADP
bracis-19029	205	30	p	p	NOUN
bracis-19029	205	31	-	-	PUNCT
bracis-19029	205	32	value	value	NOUN
bracis-19029	205	33	threshold	threshold	NOUN
bracis-19029	205	34	of	of	ADP
bracis-19029	205	35	0.05	0.05	NUM
bracis-19029	205	36	:	:	PUNCT
bracis-19029	205	37	results	result	NOUN
bracis-19029	205	38	with	with	ADP
bracis-19029	205	39	no	no	DET
bracis-19029	205	40	statistically	statistically	ADV
bracis-19029	205	41	significant	significant	ADJ
bracis-19029	205	42	differences	difference	NOUN
bracis-19029	205	43	from	from	ADP
bracis-19029	205	44	the	the	DET
bracis-19029	205	45	best	good	ADJ
bracis-19029	205	46	one	one	NUM
bracis-19029	205	47	are	be	AUX
bracis-19029	205	48	highlighted	highlight	VERB
bracis-19029	205	49	with	with	ADP
bracis-19029	205	50	gray	gray	ADJ
bracis-19029	205	51	background	background	NOUN
bracis-19029	205	52	.	.	PUNCT
bracis-19029	206	1	5	5	NUM
bracis-19029	206	2	results	result	NOUN
bracis-19029	206	3	table	table	NOUN
bracis-19029	206	4	 	 	SPACE
bracis-19029	206	5	3	3	NUM
bracis-19029	206	6	shows	show	VERB
bracis-19029	206	7	some	some	DET
bracis-19029	206	8	hyper	hyper	ADJ
bracis-19029	206	9	-	-	ADJ
bracis-19029	206	10	parameter	parameter	ADJ
bracis-19029	206	11	values	value	NOUN
bracis-19029	206	12	(	(	PUNCT
bracis-19029	206	13	reward	reward	NOUN
bracis-19029	206	14	type	type	NOUN
bracis-19029	206	15	,	,	PUNCT
bracis-19029	206	16	choice	choice	NOUN
bracis-19029	206	17	sets	set	NOUN
bracis-19029	206	18	and	and	CCONJ
bracis-19029	206	19	update	update	NOUN
bracis-19029	206	20	window	window	NOUN
bracis-19029	206	21	)	)	PUNCT
bracis-19029	206	22	tuned	tune	VERB
bracis-19029	206	23	by	by	ADP
bracis-19029	206	24	irace	irace	NOUN
bracis-19029	206	25	for	for	ADP
bracis-19029	206	26	each	each	DET
bracis-19029	206	27	ig	ig	PROPN
bracis-19029	206	28	component	component	NOUN
bracis-19029	206	29	addressed	address	VERB
bracis-19029	206	30	in	in	ADP
bracis-19029	206	31	the	the	DET
bracis-19029	206	32	paper	paper	NOUN
bracis-19029	206	33	.	.	PUNCT
bracis-19029	207	1	table	table	NOUN
bracis-19029	207	2	3	3	NUM
bracis-19029	207	3	.	.	NUM
bracis-19029	207	4	tuned	tune	VERB
bracis-19029	207	5	hyper-parameters.full	hyper-parameters.full	PRON
bracis-19029	207	6	size	size	NOUN
bracis-19029	207	7	table	table	NOUN
bracis-19029	207	8	different	different	ADJ
bracis-19029	207	9	reward	reward	NOUN
bracis-19029	207	10	types	type	NOUN
bracis-19029	207	11	have	have	AUX
bracis-19029	207	12	been	be	AUX
bracis-19029	207	13	tuned	tune	VERB
bracis-19029	207	14	for	for	ADP
bracis-19029	207	15	the	the	DET
bracis-19029	207	16	different	different	ADJ
bracis-19029	207	17	adaptive	adaptive	ADJ
bracis-19029	207	18	components	component	NOUN
bracis-19029	207	19	and	and	CCONJ
bracis-19029	207	20	hhs	hhs	PROPN
bracis-19029	207	21	,	,	PUNCT
bracis-19029	207	22	with	with	ADP
bracis-19029	207	23	no	no	DET
bracis-19029	207	24	dominance	dominance	NOUN
bracis-19029	207	25	between	between	ADP
bracis-19029	207	26	the	the	DET
bracis-19029	207	27	different	different	ADJ
bracis-19029	207	28	options	option	NOUN
bracis-19029	207	29	.	.	PUNCT
bracis-19029	208	1	the	the	DET
bracis-19029	208	2	choice	choice	NOUN
bracis-19029	208	3	sets	set	NOUN
bracis-19029	208	4	for	for	ADP
bracis-19029	208	5	the	the	DET
bracis-19029	208	6	destruction	destruction	NOUN
bracis-19029	208	7	size	size	NOUN
bracis-19029	208	8	parameter	parameter	NOUN
bracis-19029	208	9	enable	enable	VERB
bracis-19029	208	10	more	more	ADJ
bracis-19029	208	11	exploration	exploration	NOUN
bracis-19029	208	12	with	with	ADP
bracis-19029	208	13	values	value	NOUN
bracis-19029	208	14	higher	high	ADJ
bracis-19029	208	15	than	than	ADP
bracis-19029	208	16	the	the	DET
bracis-19029	208	17	default	default	NOUN
bracis-19029	208	18	\(d	\(d	NOUN
bracis-19029	208	19	=	=	SYM
bracis-19029	208	20	4\	4\	PROPN
bracis-19029	208	21	)	)	PUNCT
bracis-19029	208	22	,	,	PUNCT
bracis-19029	208	23	which	which	PRON
bracis-19029	208	24	is	be	AUX
bracis-19029	208	25	present	present	ADJ
bracis-19029	208	26	in	in	ADP
bracis-19029	208	27	all	all	DET
bracis-19029	208	28	options	option	NOUN
bracis-19029	208	29	.	.	PUNCT
bracis-19029	209	1	the	the	DET
bracis-19029	209	2	choice	choice	NOUN
bracis-19029	209	3	sets	set	NOUN
bracis-19029	209	4	for	for	ADP
bracis-19029	209	5	neighborhood	neighborhood	NOUN
bracis-19029	209	6	size	size	NOUN
bracis-19029	209	7	are	be	AUX
bracis-19029	209	8	small	small	ADJ
bracis-19029	209	9	(	(	PUNCT
bracis-19029	209	10	2	2	NUM
bracis-19029	209	11	or	or	CCONJ
bracis-19029	209	12	3	3	NUM
bracis-19029	209	13	)	)	PUNCT
bracis-19029	209	14	,	,	PUNCT
bracis-19029	209	15	with	with	ADP
bracis-19029	209	16	preference	preference	NOUN
bracis-19029	209	17	for	for	ADP
bracis-19029	209	18	a	a	DET
bracis-19029	209	19	coarse	coarse	ADJ
bracis-19029	209	20	search	search	NOUN
bracis-19029	209	21	,	,	PUNCT
bracis-19029	209	22	while	while	SCONJ
bracis-19029	209	23	the	the	DET
bracis-19029	209	24	local	local	ADJ
bracis-19029	209	25	search	search	NOUN
bracis-19029	209	26	focus	focus	NOUN
bracis-19029	209	27	uses	use	VERB
bracis-19029	209	28	partitions	partition	NOUN
bracis-19029	209	29	with	with	ADP
bracis-19029	209	30	10	10	NUM
bracis-19029	209	31	or	or	CCONJ
bracis-19029	209	32	more	more	ADJ
bracis-19029	209	33	choices	choice	NOUN
bracis-19029	209	34	in	in	ADP
bracis-19029	209	35	three	three	NUM
bracis-19029	209	36	among	among	ADP
bracis-19029	209	37	five	five	NUM
bracis-19029	209	38	cases	case	NOUN
bracis-19029	209	39	.	.	PUNCT
bracis-19029	210	1	finally	finally	ADV
bracis-19029	210	2	,	,	PUNCT
bracis-19029	210	3	the	the	DET
bracis-19029	210	4	update	update	NOUN
bracis-19029	210	5	window	window	NOUN
bracis-19029	210	6	is	be	AUX
bracis-19029	210	7	short	short	ADJ
bracis-19029	210	8	for	for	ADP
bracis-19029	210	9	mab	mab	NOUN
bracis-19029	210	10	and	and	CCONJ
bracis-19029	210	11	ts	ts	X
bracis-19029	210	12	on	on	ADP
bracis-19029	210	13	perturbation	perturbation	NOUN
bracis-19029	210	14	component	component	NOUN
bracis-19029	210	15	,	,	PUNCT
bracis-19029	210	16	indicating	indicate	VERB
bracis-19029	210	17	that	that	SCONJ
bracis-19029	210	18	its	its	PRON
bracis-19029	210	19	value	value	NOUN
bracis-19029	210	20	(	(	PUNCT
bracis-19029	210	21	4	4	NUM
bracis-19029	210	22	or	or	CCONJ
bracis-19029	210	23	8	8	NUM
bracis-19029	210	24	destructions	destruction	NOUN
bracis-19029	210	25	)	)	PUNCT
bracis-19029	210	26	is	be	AUX
bracis-19029	210	27	often	often	ADV
bracis-19029	210	28	switched	switch	VERB
bracis-19029	210	29	during	during	ADP
bracis-19029	210	30	the	the	DET
bracis-19029	210	31	search	search	NOUN
bracis-19029	210	32	.	.	PUNCT
bracis-19029	211	1	however	however	ADV
bracis-19029	211	2	,	,	PUNCT
bracis-19029	211	3	in	in	ADP
bracis-19029	211	4	most	most	ADJ
bracis-19029	211	5	cases	case	NOUN
bracis-19029	211	6	the	the	DET
bracis-19029	211	7	strategies	strategy	NOUN
bracis-19029	211	8	prefer	prefer	VERB
bracis-19029	211	9	less	less	ADV
bracis-19029	211	10	frequent	frequent	ADJ
bracis-19029	211	11	changes	change	NOUN
bracis-19029	211	12	,	,	PUNCT
bracis-19029	211	13	since	since	SCONJ
bracis-19029	211	14	large	large	ADJ
bracis-19029	211	15	window	window	NOUN
bracis-19029	211	16	sizes	size	NOUN
bracis-19029	211	17	are	be	AUX
bracis-19029	211	18	the	the	DET
bracis-19029	211	19	tuned	tune	VERB
bracis-19029	211	20	parameters	parameter	NOUN
bracis-19029	211	21	.	.	PUNCT
bracis-19029	212	1	the	the	DET
bracis-19029	212	2	arpd	arpd	ADJ
bracis-19029	212	3	values	value	NOUN
bracis-19029	212	4	for	for	ADP
bracis-19029	212	5	each	each	DET
bracis-19029	212	6	adaptive	adaptive	ADJ
bracis-19029	212	7	component	component	NOUN
bracis-19029	212	8	and	and	CCONJ
bracis-19029	212	9	strategy	strategy	NOUN
bracis-19029	212	10	are	be	AUX
bracis-19029	212	11	shown	show	VERB
bracis-19029	212	12	in	in	ADP
bracis-19029	212	13	table	table	NOUN
bracis-19029	212	14	 	 	SPACE
bracis-19029	212	15	4	4	NUM
bracis-19029	212	16	,	,	PUNCT
bracis-19029	212	17	and	and	CCONJ
bracis-19029	212	18	they	they	PRON
bracis-19029	212	19	are	be	AUX
bracis-19029	212	20	calculated	calculate	VERB
bracis-19029	212	21	using	use	VERB
bracis-19029	212	22	eq	eq	PROPN
bracis-19029	212	23	.	.	PUNCT
bracis-19029	212	24	 	 	SPACE
bracis-19029	212	25	19	19	NUM
bracis-19029	212	26	,	,	PUNCT
bracis-19029	212	27	with	with	ADP
bracis-19029	212	28	\(r=10\	\(r=10\	NUM
bracis-19029	212	29	)	)	PUNCT
bracis-19029	212	30	and	and	CCONJ
bracis-19029	212	31	considering	consider	VERB
bracis-19029	212	32	all	all	DET
bracis-19029	212	33	the	the	DET
bracis-19029	212	34	different	different	ADJ
bracis-19029	212	35	testing	testing	NOUN
bracis-19029	212	36	instances	instance	NOUN
bracis-19029	212	37	.	.	PUNCT
bracis-19029	213	1	the	the	DET
bracis-19029	213	2	values	value	NOUN
bracis-19029	213	3	for	for	ADP
bracis-19029	213	4	standard	standard	ADJ
bracis-19029	213	5	ig	ig	PROPN
bracis-19029	213	6	configuration	configuration	NOUN
bracis-19029	213	7	 	 	SPACE
bracis-19029	213	8	[	[	X
bracis-19029	213	9	18	18	NUM
bracis-19029	213	10	]	]	PUNCT
bracis-19029	213	11	are	be	AUX
bracis-19029	213	12	computed	compute	VERB
bracis-19029	213	13	with	with	ADP
bracis-19029	213	14	the	the	DET
bracis-19029	213	15	same	same	ADJ
bracis-19029	213	16	budget	budget	NOUN
bracis-19029	213	17	(	(	PUNCT
bracis-19029	213	18	\(j\times	\(j\time	NOUN
bracis-19029	213	19	(	(	PUNCT
bracis-19029	213	20	m/	m/	NOUN
bracis-19029	213	21	2	2	NUM
bracis-19029	213	22	)	)	PUNCT
bracis-19029	213	23	\times	\time	VERB
bracis-19029	213	24	30\	30\	NUM
bracis-19029	213	25	)	)	PUNCT
bracis-19029	213	26	)	)	PUNCT
bracis-19029	213	27	as	as	ADP
bracis-19029	213	28	the	the	DET
bracis-19029	213	29	hhs	hhs	PROPN
bracis-19029	213	30	proposals	proposal	NOUN
bracis-19029	213	31	on	on	ADP
bracis-19029	213	32	the	the	DET
bracis-19029	213	33	testing	testing	NOUN
bracis-19029	213	34	instances	instance	NOUN
bracis-19029	213	35	.	.	PUNCT
bracis-19029	214	1	notice	notice	VERB
bracis-19029	214	2	that	that	SCONJ
bracis-19029	214	3	this	this	DET
bracis-19029	214	4	budget	budget	NOUN
bracis-19029	214	5	is	be	AUX
bracis-19029	214	6	lower	low	ADJ
bracis-19029	214	7	than	than	ADP
bracis-19029	214	8	the	the	DET
bracis-19029	214	9	one	one	NOUN
bracis-19029	214	10	used	use	VERB
bracis-19029	214	11	to	to	PART
bracis-19029	214	12	compute	compute	VERB
bracis-19029	214	13	the	the	DET
bracis-19029	214	14	reference	reference	NOUN
bracis-19029	214	15	\(f(x_{best})\	\(f(x_{best})\	NOUN
bracis-19029	214	16	)	)	PUNCT
bracis-19029	214	17	values	value	NOUN
bracis-19029	214	18	for	for	ADP
bracis-19029	214	19	arpd	arpd	NOUN
bracis-19029	214	20	.	.	PUNCT
bracis-19029	215	1	the	the	DET
bracis-19029	215	2	adaptive	adaptive	ADJ
bracis-19029	215	3	components	component	NOUN
bracis-19029	215	4	are	be	AUX
bracis-19029	215	5	able	able	ADJ
bracis-19029	215	6	to	to	PART
bracis-19029	215	7	improve	improve	VERB
bracis-19029	215	8	the	the	DET
bracis-19029	215	9	static	static	ADJ
bracis-19029	215	10	standard	standard	NOUN
bracis-19029	215	11	ig	ig	PROPN
bracis-19029	215	12	configuration	configuration	NOUN
bracis-19029	215	13	for	for	ADP
bracis-19029	215	14	all	all	DET
bracis-19029	215	15	(	(	PUNCT
bracis-19029	215	16	perturbation	perturbation	NOUN
bracis-19029	215	17	,	,	PUNCT
bracis-19029	215	18	destruction	destruction	NOUN
bracis-19029	215	19	size	size	NOUN
bracis-19029	215	20	,	,	PUNCT
bracis-19029	215	21	destruction	destruction	NOUN
bracis-19029	215	22	position	position	NOUN
bracis-19029	215	23	and	and	CCONJ
bracis-19029	215	24	local	local	ADJ
bracis-19029	215	25	search	search	NOUN
bracis-19029	215	26	focus	focus	NOUN
bracis-19029	215	27	)	)	PUNCT
bracis-19029	215	28	but	but	CCONJ
bracis-19029	215	29	one	one	NUM
bracis-19029	215	30	ig	ig	PROPN
bracis-19029	215	31	component	component	NOUN
bracis-19029	215	32	.	.	PUNCT
bracis-19029	216	1	local	local	ADJ
bracis-19029	216	2	search	search	NOUN
bracis-19029	216	3	adaptation	adaptation	NOUN
bracis-19029	216	4	is	be	AUX
bracis-19029	216	5	not	not	PART
bracis-19029	216	6	effective	effective	ADJ
bracis-19029	216	7	independently	independently	ADV
bracis-19029	216	8	of	of	ADP
bracis-19029	216	9	the	the	DET
bracis-19029	216	10	strategy	strategy	NOUN
bracis-19029	216	11	used	use	VERB
bracis-19029	216	12	by	by	ADP
bracis-19029	216	13	the	the	DET
bracis-19029	216	14	hh	hh	PROPN
bracis-19029	216	15	,	,	PUNCT
bracis-19029	216	16	meaning	mean	VERB
bracis-19029	216	17	that	that	SCONJ
bracis-19029	216	18	the	the	DET
bracis-19029	216	19	iterative	iterative	NOUN
bracis-19029	216	20	improvement	improvement	NOUN
bracis-19029	216	21	performed	perform	VERB
bracis-19029	216	22	by	by	ADP
bracis-19029	216	23	the	the	DET
bracis-19029	216	24	standard	standard	NOUN
bracis-19029	216	25	ig	ig	PROPN
bracis-19029	216	26	is	be	AUX
bracis-19029	216	27	quite	quite	ADV
bracis-19029	216	28	effective	effective	ADJ
bracis-19029	216	29	compared	compare	VERB
bracis-19029	216	30	with	with	ADP
bracis-19029	216	31	the	the	DET
bracis-19029	216	32	other	other	ADJ
bracis-19029	216	33	choices	choice	NOUN
bracis-19029	216	34	.	.	PUNCT
bracis-19029	217	1	ts	ts	ADP
bracis-19029	217	2	adaptation	adaptation	NOUN
bracis-19029	218	1	achieves	achieve	VERB
bracis-19029	218	2	the	the	DET
bracis-19029	218	3	lowest	low	ADJ
bracis-19029	218	4	arpd	arpd	NOUN
bracis-19029	218	5	for	for	ADP
bracis-19029	218	6	perturbation	perturbation	NOUN
bracis-19029	218	7	and	and	CCONJ
bracis-19029	218	8	destruction	destruction	NOUN
bracis-19029	218	9	position	position	NOUN
bracis-19029	218	10	components	component	NOUN
bracis-19029	218	11	,	,	PUNCT
bracis-19029	218	12	while	while	SCONJ
bracis-19029	218	13	\(\epsilon	\(\epsilon	NOUN
bracis-19029	218	14	\)-greedy	\)-greedy	NUM
bracis-19029	218	15	performs	perform	VERB
bracis-19029	218	16	well	well	ADV
bracis-19029	218	17	on	on	ADP
bracis-19029	218	18	the	the	DET
bracis-19029	218	19	local	local	ADJ
bracis-19029	218	20	search	search	NOUN
bracis-19029	218	21	focus	focus	NOUN
bracis-19029	218	22	task	task	NOUN
bracis-19029	218	23	.	.	PUNCT
bracis-19029	219	1	as	as	SCONJ
bracis-19029	219	2	(	(	PUNCT
bracis-19029	219	3	biased	biased	ADJ
bracis-19029	219	4	)	)	PUNCT
bracis-19029	219	5	adaptation	adaptation	NOUN
bracis-19029	219	6	might	might	AUX
bracis-19029	219	7	not	not	PART
bracis-19029	219	8	be	be	AUX
bracis-19029	219	9	the	the	DET
bracis-19029	219	10	best	good	ADJ
bracis-19029	219	11	option	option	NOUN
bracis-19029	219	12	in	in	ADP
bracis-19029	219	13	some	some	DET
bracis-19029	219	14	cases	case	NOUN
bracis-19029	219	15	 	 	SPACE
bracis-19029	219	16	[	[	X
bracis-19029	219	17	5	5	NUM
bracis-19029	219	18	]	]	PUNCT
bracis-19029	219	19	,	,	PUNCT
bracis-19029	219	20	the	the	DET
bracis-19029	219	21	simple	simple	ADJ
bracis-19029	219	22	random	random	ADJ
bracis-19029	219	23	strategy	strategy	NOUN
bracis-19029	219	24	performs	perform	VERB
bracis-19029	219	25	well	well	ADV
bracis-19029	219	26	for	for	ADP
bracis-19029	219	27	selecting	select	VERB
bracis-19029	219	28	the	the	DET
bracis-19029	219	29	destruction	destruction	NOUN
bracis-19029	219	30	size	size	NOUN
bracis-19029	219	31	and	and	CCONJ
bracis-19029	219	32	neighborhood	neighborhood	NOUN
bracis-19029	219	33	size	size	NOUN
bracis-19029	219	34	.	.	PUNCT
bracis-19029	220	1	in	in	ADP
bracis-19029	220	2	all	all	DET
bracis-19029	220	3	cases	case	NOUN
bracis-19029	220	4	,	,	PUNCT
bracis-19029	220	5	the	the	DET
bracis-19029	220	6	adaptive	adaptive	ADJ
bracis-19029	220	7	strategies	strategy	NOUN
bracis-19029	220	8	ts	ts	ADP
bracis-19029	220	9	and	and	CCONJ
bracis-19029	220	10	mab	mab	PROPN
bracis-19029	220	11	are	be	AUX
bracis-19029	220	12	among	among	ADP
bracis-19029	220	13	the	the	DET
bracis-19029	220	14	strategies	strategy	NOUN
bracis-19029	220	15	with	with	ADP
bracis-19029	220	16	the	the	DET
bracis-19029	220	17	lowest	low	ADJ
bracis-19029	220	18	or	or	CCONJ
bracis-19029	220	19	statistically	statistically	ADV
bracis-19029	220	20	equivalent	equivalent	ADJ
bracis-19029	220	21	to	to	ADP
bracis-19029	220	22	the	the	DET
bracis-19029	220	23	lowest	low	ADJ
bracis-19029	220	24	arpd	arpd	ADJ
bracis-19029	220	25	values	value	NOUN
bracis-19029	220	26	.	.	PUNCT
bracis-19029	221	1	we	we	PRON
bracis-19029	221	2	see	see	VERB
bracis-19029	221	3	from	from	ADP
bracis-19029	221	4	table	table	NOUN
bracis-19029	221	5	 	 	SPACE
bracis-19029	221	6	4	4	NUM
bracis-19029	221	7	that	that	PRON
bracis-19029	221	8	ts	ts	ADV
bracis-19029	221	9	is	be	AUX
bracis-19029	221	10	robust	robust	ADJ
bracis-19029	221	11	for	for	ADP
bracis-19029	221	12	different	different	ADJ
bracis-19029	221	13	components	component	NOUN
bracis-19029	221	14	but	but	CCONJ
bracis-19029	221	15	provides	provide	VERB
bracis-19029	221	16	the	the	DET
bracis-19029	221	17	lowest	low	ADJ
bracis-19029	221	18	among	among	ADP
bracis-19029	221	19	all	all	DET
bracis-19029	221	20	results	result	NOUN
bracis-19029	221	21	when	when	SCONJ
bracis-19029	221	22	adapting	adapt	VERB
bracis-19029	221	23	ig	ig	PRON
bracis-19029	221	24	perturbation	perturbation	NOUN
bracis-19029	221	25	.	.	PUNCT
bracis-19029	222	1	however	however	ADV
bracis-19029	222	2	,	,	PUNCT
bracis-19029	222	3	it	it	PRON
bracis-19029	222	4	is	be	AUX
bracis-19029	222	5	equivalent	equivalent	ADJ
bracis-19029	222	6	to	to	ADP
bracis-19029	222	7	most	most	ADJ
bracis-19029	222	8	other	other	ADJ
bracis-19029	222	9	hh	hh	ADJ
bracis-19029	222	10	proposals	proposal	NOUN
bracis-19029	222	11	.	.	PUNCT
bracis-19029	223	1	we	we	PRON
bracis-19029	223	2	compare	compare	VERB
bracis-19029	223	3	ts	ts	ADP
bracis-19029	223	4	configuring	configure	VERB
bracis-19029	223	5	only	only	ADV
bracis-19029	223	6	perturbation	perturbation	NOUN
bracis-19029	223	7	with	with	ADP
bracis-19029	223	8	two	two	NUM
bracis-19029	223	9	others	other	NOUN
bracis-19029	223	10	that	that	PRON
bracis-19029	223	11	try	try	VERB
bracis-19029	223	12	to	to	PART
bracis-19029	223	13	adapt	adapt	VERB
bracis-19029	223	14	multiple	multiple	ADJ
bracis-19029	223	15	components	component	NOUN
bracis-19029	223	16	simultaneously	simultaneously	ADV
bracis-19029	223	17	:	:	PUNCT
bracis-19029	223	18	adapt	adapt	VERB
bracis-19029	223	19	all	all	DET
bracis-19029	223	20	components	component	NOUN
bracis-19029	223	21	,	,	PUNCT
bracis-19029	223	22	adapt	adapt	VERB
bracis-19029	223	23	all	all	DET
bracis-19029	223	24	components	component	NOUN
bracis-19029	223	25	except	except	SCONJ
bracis-19029	223	26	local	local	ADJ
bracis-19029	223	27	search	search	NOUN
bracis-19029	223	28	(	(	PUNCT
bracis-19029	223	29	for	for	ADP
bracis-19029	223	30	which	which	PRON
bracis-19029	223	31	no	no	DET
bracis-19029	223	32	adaptation	adaptation	NOUN
bracis-19029	223	33	strategy	strategy	NOUN
bracis-19029	223	34	was	be	AUX
bracis-19029	223	35	capable	capable	ADJ
bracis-19029	223	36	of	of	ADP
bracis-19029	223	37	improving	improve	VERB
bracis-19029	223	38	the	the	DET
bracis-19029	223	39	performance	performance	NOUN
bracis-19029	223	40	)	)	PUNCT
bracis-19029	223	41	.	.	PUNCT
bracis-19029	224	1	the	the	DET
bracis-19029	224	2	adapt	adapt	NOUN
bracis-19029	224	3	all	all	DET
bracis-19029	224	4	approaches	approach	NOUN
bracis-19029	224	5	use	use	VERB
bracis-19029	224	6	strategies	strategy	NOUN
bracis-19029	224	7	with	with	ADP
bracis-19029	224	8	the	the	DET
bracis-19029	224	9	best	good	ADJ
bracis-19029	224	10	arpd	arpd	ADJ
bracis-19029	224	11	values	value	NOUN
bracis-19029	224	12	for	for	ADP
bracis-19029	224	13	each	each	DET
bracis-19029	224	14	component	component	NOUN
bracis-19029	224	15	from	from	ADP
bracis-19029	224	16	table	table	NOUN
bracis-19029	224	17	 	 	SPACE
bracis-19029	224	18	4	4	NUM
bracis-19029	224	19	,	,	PUNCT
bracis-19029	224	20	which	which	PRON
bracis-19029	224	21	means	mean	VERB
bracis-19029	224	22	,	,	PUNCT
bracis-19029	224	23	ts	ts	ADP
bracis-19029	224	24	for	for	ADP
bracis-19029	224	25	perturbation	perturbation	NOUN
bracis-19029	224	26	and	and	CCONJ
bracis-19029	224	27	destruction	destruction	NOUN
bracis-19029	224	28	position	position	NOUN
bracis-19029	224	29	,	,	PUNCT
bracis-19029	224	30	random	random	ADJ
bracis-19029	224	31	for	for	ADP
bracis-19029	224	32	destruction	destruction	NOUN
bracis-19029	224	33	and	and	CCONJ
bracis-19029	224	34	neighborhood	neighborhood	NOUN
bracis-19029	224	35	sizes	size	NOUN
bracis-19029	224	36	and	and	CCONJ
bracis-19029	224	37	\(\epsilon	\(\epsilon	NOUN
bracis-19029	224	38	\)-greedy	\)-greedy	PROPN
bracis-19029	224	39	for	for	ADP
bracis-19029	224	40	local	local	ADJ
bracis-19029	224	41	search	search	NOUN
bracis-19029	224	42	focus	focus	NOUN
bracis-19029	224	43	.	.	PUNCT
bracis-19029	225	1	the	the	DET
bracis-19029	225	2	results	result	NOUN
bracis-19029	225	3	in	in	ADP
bracis-19029	225	4	table	table	NOUN
bracis-19029	225	5	 	 	SPACE
bracis-19029	225	6	5	5	NUM
bracis-19029	225	7	show	show	VERB
bracis-19029	225	8	the	the	DET
bracis-19029	225	9	metrics	metric	NOUN
bracis-19029	225	10	separated	separate	VERB
bracis-19029	225	11	by	by	ADP
bracis-19029	225	12	objective	objective	NOUN
bracis-19029	225	13	,	,	PUNCT
bracis-19029	225	14	fsp	fsp	NOUN
bracis-19029	225	15	type	type	NOUN
bracis-19029	225	16	,	,	PUNCT
bracis-19029	225	17	processing	processing	NOUN
bracis-19029	225	18	times	time	NOUN
bracis-19029	225	19	distribution	distribution	NOUN
bracis-19029	225	20	and	and	CCONJ
bracis-19029	225	21	size	size	NOUN
bracis-19029	225	22	.	.	PUNCT
bracis-19029	226	1	overall	overall	ADV
bracis-19029	226	2	,	,	PUNCT
bracis-19029	226	3	ig	ig	PROPN
bracis-19029	226	4	with	with	ADP
bracis-19029	226	5	adaptive	adaptive	ADJ
bracis-19029	226	6	perturbation	perturbation	NOUN
bracis-19029	226	7	obtains	obtain	VERB
bracis-19029	226	8	the	the	DET
bracis-19029	226	9	lowest	low	ADJ
bracis-19029	226	10	arpds	arpds	NOUN
bracis-19029	226	11	.	.	PUNCT
bracis-19029	227	1	adapting	adapt	VERB
bracis-19029	227	2	all	all	DET
bracis-19029	227	3	components	component	NOUN
bracis-19029	227	4	at	at	ADP
bracis-19029	227	5	the	the	DET
bracis-19029	227	6	same	same	ADJ
bracis-19029	227	7	time	time	NOUN
bracis-19029	227	8	does	do	AUX
bracis-19029	227	9	not	not	PART
bracis-19029	227	10	provide	provide	VERB
bracis-19029	227	11	benefits	benefit	NOUN
bracis-19029	227	12	,	,	PUNCT
bracis-19029	227	13	but	but	CCONJ
bracis-19029	227	14	when	when	SCONJ
bracis-19029	227	15	we	we	PRON
bracis-19029	227	16	eliminate	eliminate	VERB
bracis-19029	227	17	the	the	DET
bracis-19029	227	18	local	local	ADJ
bracis-19029	227	19	search	search	NOUN
bracis-19029	227	20	it	it	PRON
bracis-19029	227	21	performs	perform	VERB
bracis-19029	227	22	like	like	ADP
bracis-19029	227	23	the	the	DET
bracis-19029	227	24	best	good	ADJ
bracis-19029	227	25	approach	approach	NOUN
bracis-19029	227	26	.	.	PUNCT
bracis-19029	228	1	table	table	NOUN
bracis-19029	228	2	4	4	NUM
bracis-19029	228	3	.	.	PUNCT
bracis-19029	228	4	adaptation	adaptation	NOUN
bracis-19029	228	5	strategies	strategy	NOUN
bracis-19029	228	6	arpds	arpds	NOUN
bracis-19029	228	7	(	(	PUNCT
bracis-19029	228	8	and	and	CCONJ
bracis-19029	228	9	standard	standard	ADJ
bracis-19029	228	10	deviation	deviation	NOUN
bracis-19029	228	11	)	)	PUNCT
bracis-19029	228	12	for	for	ADP
bracis-19029	228	13	each	each	DET
bracis-19029	228	14	adaptive	adaptive	ADJ
bracis-19029	228	15	component	component	NOUN
bracis-19029	228	16	and	and	CCONJ
bracis-19029	228	17	strategy	strategy	NOUN
bracis-19029	228	18	.	.	PUNCT
bracis-19029	229	1	lowest	low	ADJ
bracis-19029	229	2	mean	mean	ADJ
bracis-19029	229	3	values	value	NOUN
bracis-19029	229	4	are	be	AUX
bracis-19029	229	5	highlighted	highlight	VERB
bracis-19029	229	6	in	in	ADP
bracis-19029	229	7	bold	bold	ADJ
bracis-19029	229	8	,	,	PUNCT
bracis-19029	229	9	statistically	statistically	ADV
bracis-19029	229	10	equivalent	equivalent	ADJ
bracis-19029	229	11	values	value	NOUN
bracis-19029	229	12	are	be	AUX
bracis-19029	229	13	highlighted	highlight	VERB
bracis-19029	229	14	with	with	ADP
bracis-19029	229	15	gray	gray	ADJ
bracis-19029	229	16	background.full	background.full	PROPN
bracis-19029	229	17	size	size	NOUN
bracis-19029	229	18	table	table	NOUN
bracis-19029	229	19	table	table	NOUN
bracis-19029	229	20	5	5	NUM
bracis-19029	229	21	.	.	PUNCT
bracis-19029	229	22	adaptation	adaptation	NOUN
bracis-19029	229	23	strategies	strategy	NOUN
bracis-19029	229	24	arpds	arpds	NOUN
bracis-19029	229	25	(	(	PUNCT
bracis-19029	229	26	and	and	CCONJ
bracis-19029	229	27	standard	standard	ADJ
bracis-19029	229	28	deviation	deviation	NOUN
bracis-19029	229	29	)	)	PUNCT
bracis-19029	229	30	for	for	ADP
bracis-19029	229	31	all	all	DET
bracis-19029	229	32	adaptive	adaptive	ADJ
bracis-19029	229	33	components	component	NOUN
bracis-19029	229	34	,	,	PUNCT
bracis-19029	229	35	perturbation	perturbation	NOUN
bracis-19029	229	36	and	and	CCONJ
bracis-19029	229	37	destruction	destruction	NOUN
bracis-19029	229	38	size	size	NOUN
bracis-19029	229	39	adaptation	adaptation	NOUN
bracis-19029	229	40	and	and	CCONJ
bracis-19029	229	41	standard	standard	ADJ
bracis-19029	229	42	(	(	PUNCT
bracis-19029	229	43	static	static	ADJ
bracis-19029	229	44	)	)	PUNCT
bracis-19029	229	45	ig	ig	PROPN
bracis-19029	229	46	.	.	PUNCT
bracis-19029	229	47	best	well	ADV
bracis-19029	229	48	mean	mean	VERB
bracis-19029	229	49	and	and	CCONJ
bracis-19029	229	50	statistically	statistically	ADV
bracis-19029	229	51	equivalent	equivalent	ADJ
bracis-19029	229	52	values	value	NOUN
bracis-19029	229	53	are	be	AUX
bracis-19029	229	54	in	in	ADP
bracis-19029	229	55	bold	bold	ADJ
bracis-19029	229	56	and	and	CCONJ
bracis-19029	229	57	gray	gray	ADJ
bracis-19029	229	58	background	background	NOUN
bracis-19029	229	59	,	,	PUNCT
bracis-19029	229	60	respectively.full	respectively.full	ADJ
bracis-19029	229	61	size	size	NOUN
bracis-19029	229	62	table	table	NOUN
bracis-19029	229	63	6	6	NUM
bracis-19029	229	64	conclusions	conclusion	NOUN
bracis-19029	229	65	this	this	DET
bracis-19029	229	66	paper	paper	NOUN
bracis-19029	229	67	proposed	propose	VERB
bracis-19029	229	68	and	and	CCONJ
bracis-19029	229	69	analyzed	analyze	VERB
bracis-19029	229	70	the	the	DET
bracis-19029	229	71	use	use	NOUN
bracis-19029	229	72	of	of	ADP
bracis-19029	229	73	hyper	hyper	NOUN
bracis-19029	229	74	-	-	NOUN
bracis-19029	229	75	heuristic	heuristic	ADJ
bracis-19029	229	76	with	with	ADP
bracis-19029	229	77	dynamic	dynamic	ADJ
bracis-19029	229	78	strategies	strategy	NOUN
bracis-19029	229	79	to	to	PART
bracis-19029	229	80	adapt	adapt	VERB
bracis-19029	229	81	different	different	ADJ
bracis-19029	229	82	components	component	NOUN
bracis-19029	229	83	of	of	ADP
bracis-19029	229	84	the	the	DET
bracis-19029	229	85	iterated	iterated	ADJ
bracis-19029	229	86	greedy	greedy	ADJ
bracis-19029	229	87	algorithm	algorithm	NOUN
bracis-19029	229	88	.	.	PUNCT
bracis-19029	230	1	six	six	NUM
bracis-19029	230	2	different	different	ADJ
bracis-19029	230	3	adapting	adapting	NOUN
bracis-19029	230	4	strategies	strategy	NOUN
bracis-19029	230	5	(	(	PUNCT
bracis-19029	230	6	random	random	ADJ
bracis-19029	230	7	,	,	PUNCT
bracis-19029	230	8	\(\epsilon	\(\epsilon	NOUN
bracis-19029	230	9	\)-greedy	\)-greedy	ADJ
bracis-19029	230	10	,	,	PUNCT
bracis-19029	230	11	probability	probability	NOUN
bracis-19029	230	12	matching	matching	NOUN
bracis-19029	230	13	,	,	PUNCT
bracis-19029	230	14	multi	multi	ADJ
bracis-19029	230	15	-	-	ADJ
bracis-19029	230	16	armed	armed	ADJ
bracis-19029	230	17	bandit	bandit	NOUN
bracis-19029	230	18	,	,	PUNCT
bracis-19029	230	19	linucb	linucb	NOUN
bracis-19029	230	20	,	,	PUNCT
bracis-19029	230	21	and	and	CCONJ
bracis-19029	230	22	thompson	thompson	NOUN
bracis-19029	230	23	sampling	sampling	NOUN
bracis-19029	230	24	)	)	PUNCT
bracis-19029	230	25	were	be	AUX
bracis-19029	230	26	tested	test	VERB
bracis-19029	230	27	to	to	PART
bracis-19029	230	28	adapt	adapt	VERB
bracis-19029	230	29	six	six	NUM
bracis-19029	230	30	ig	ig	PROPN
bracis-19029	230	31	components	component	NOUN
bracis-19029	230	32	(	(	PUNCT
bracis-19029	230	33	local	local	ADJ
bracis-19029	230	34	search	search	NOUN
bracis-19029	230	35	,	,	PUNCT
bracis-19029	230	36	perturbation	perturbation	NOUN
bracis-19029	230	37	,	,	PUNCT
bracis-19029	230	38	destruction	destruction	NOUN
bracis-19029	230	39	size	size	NOUN
bracis-19029	230	40	,	,	PUNCT
bracis-19029	230	41	neighborhood	neighborhood	NOUN
bracis-19029	230	42	size	size	NOUN
bracis-19029	230	43	,	,	PUNCT
bracis-19029	230	44	destruction	destruction	NOUN
bracis-19029	230	45	position	position	NOUN
bracis-19029	230	46	and	and	CCONJ
bracis-19029	230	47	local	local	ADJ
bracis-19029	230	48	search	search	NOUN
bracis-19029	230	49	focus	focus	NOUN
bracis-19029	230	50	)	)	PUNCT
bracis-19029	230	51	.	.	PUNCT
bracis-19029	231	1	after	after	SCONJ
bracis-19029	231	2	a	a	DET
bracis-19029	231	3	tuning	tuning	NOUN
bracis-19029	231	4	phase	phase	NOUN
bracis-19029	231	5	performed	perform	VERB
bracis-19029	231	6	by	by	ADP
bracis-19029	231	7	irace	irace	NOUN
bracis-19029	231	8	to	to	PART
bracis-19029	231	9	set	set	VERB
bracis-19029	231	10	the	the	DET
bracis-19029	231	11	best	good	ADJ
bracis-19029	231	12	strategy	strategy	NOUN
bracis-19029	231	13	hyper	hyper	NOUN
bracis-19029	231	14	-	-	NOUN
bracis-19029	231	15	parameters	parameter	NOUN
bracis-19029	231	16	for	for	SCONJ
bracis-19029	231	17	each	each	DET
bracis-19029	231	18	component	component	NOUN
bracis-19029	231	19	being	be	AUX
bracis-19029	231	20	adapted	adapt	VERB
bracis-19029	231	21	,	,	PUNCT
bracis-19029	231	22	the	the	DET
bracis-19029	231	23	proposal	proposal	NOUN
bracis-19029	231	24	was	be	AUX
bracis-19029	231	25	tested	test	VERB
bracis-19029	231	26	in	in	ADP
bracis-19029	231	27	different	different	ADJ
bracis-19029	231	28	variants	variant	NOUN
bracis-19029	231	29	of	of	ADP
bracis-19029	231	30	the	the	DET
bracis-19029	231	31	flowshop	flowshop	ADJ
bracis-19029	231	32	problems	problem	NOUN
bracis-19029	231	33	.	.	PUNCT
bracis-19029	232	1	results	result	NOUN
bracis-19029	232	2	show	show	VERB
bracis-19029	232	3	that	that	SCONJ
bracis-19029	232	4	,	,	PUNCT
bracis-19029	232	5	in	in	ADP
bracis-19029	232	6	most	most	ADJ
bracis-19029	232	7	cases	case	NOUN
bracis-19029	232	8	,	,	PUNCT
bracis-19029	232	9	the	the	DET
bracis-19029	232	10	adaptation	adaptation	NOUN
bracis-19029	232	11	is	be	AUX
bracis-19029	232	12	able	able	ADJ
bracis-19029	232	13	to	to	PART
bracis-19029	232	14	improve	improve	VERB
bracis-19029	232	15	the	the	DET
bracis-19029	232	16	performance	performance	NOUN
bracis-19029	232	17	over	over	ADP
bracis-19029	232	18	the	the	DET
bracis-19029	232	19	static	static	ADJ
bracis-19029	232	20	standard	standard	NOUN
bracis-19029	232	21	ig	ig	PROPN
bracis-19029	232	22	configuration	configuration	NOUN
bracis-19029	232	23	,	,	PUNCT
bracis-19029	232	24	especially	especially	ADV
bracis-19029	232	25	the	the	DET
bracis-19029	232	26	perturbation	perturbation	NOUN
bracis-19029	232	27	operator	operator	NOUN
bracis-19029	232	28	adapted	adapt	VERB
bracis-19029	232	29	using	use	VERB
bracis-19029	232	30	dynamic	dynamic	ADJ
bracis-19029	232	31	thompson	thompson	NOUN
bracis-19029	232	32	sampling	sampling	NOUN
bracis-19029	232	33	.	.	PUNCT
bracis-19029	233	1	also	also	ADV
bracis-19029	233	2	,	,	PUNCT
bracis-19029	233	3	using	use	VERB
bracis-19029	233	4	multiple	multiple	ADJ
bracis-19029	233	5	adaptive	adaptive	ADJ
bracis-19029	233	6	components	component	NOUN
bracis-19029	233	7	did	do	AUX
bracis-19029	233	8	not	not	PART
bracis-19029	233	9	seem	seem	VERB
bracis-19029	233	10	to	to	PART
bracis-19029	233	11	be	be	AUX
bracis-19029	233	12	beneficial	beneficial	ADJ
bracis-19029	233	13	,	,	PUNCT
bracis-19029	233	14	unless	unless	SCONJ
bracis-19029	233	15	we	we	PRON
bracis-19029	233	16	fix	fix	VERB
bracis-19029	233	17	the	the	DET
bracis-19029	233	18	local	local	ADJ
bracis-19029	233	19	search	search	NOUN
bracis-19029	233	20	as	as	ADP
bracis-19029	233	21	iterated	iterated	ADJ
bracis-19029	233	22	improvement	improvement	NOUN
bracis-19029	233	23	,	,	PUNCT
bracis-19029	233	24	a	a	DET
bracis-19029	233	25	fact	fact	NOUN
bracis-19029	233	26	that	that	PRON
bracis-19029	233	27	deserves	deserve	VERB
bracis-19029	233	28	further	further	ADJ
bracis-19029	233	29	investigation	investigation	NOUN
bracis-19029	233	30	.	.	PUNCT
bracis-19029	234	1	the	the	DET
bracis-19029	234	2	work	work	NOUN
bracis-19029	234	3	can	can	AUX
bracis-19029	234	4	be	be	AUX
bracis-19029	234	5	expanded	expand	VERB
bracis-19029	234	6	by	by	ADP
bracis-19029	234	7	including	include	VERB
bracis-19029	234	8	different	different	ADJ
bracis-19029	234	9	flowshop	flowshop	ADJ
bracis-19029	234	10	problems	problem	NOUN
bracis-19029	234	11	(	(	PUNCT
bracis-19029	234	12	objectives	objective	NOUN
bracis-19029	234	13	and	and	CCONJ
bracis-19029	234	14	constraints	constraint	NOUN
bracis-19029	234	15	)	)	PUNCT
bracis-19029	234	16	,	,	PUNCT
bracis-19029	234	17	adaptation	adaptation	NOUN
bracis-19029	234	18	strategies	strategy	NOUN
bracis-19029	234	19	,	,	PUNCT
bracis-19029	234	20	and	and	CCONJ
bracis-19029	234	21	alternative	alternative	ADJ
bracis-19029	234	22	operators	operator	NOUN
bracis-19029	234	23	.	.	PUNCT
bracis-19029	235	1	in	in	ADP
bracis-19029	235	2	addtion	addtion	NOUN
bracis-19029	235	3	,	,	PUNCT
bracis-19029	235	4	we	we	PRON
bracis-19029	235	5	intend	intend	VERB
bracis-19029	235	6	to	to	PART
bracis-19029	235	7	propose	propose	VERB
bracis-19029	235	8	modifications	modification	NOUN
bracis-19029	235	9	to	to	PART
bracis-19029	235	10	improve	improve	VERB
bracis-19029	235	11	the	the	DET
bracis-19029	235	12	performance	performance	NOUN
bracis-19029	235	13	of	of	ADP
bracis-19029	235	14	the	the	DET
bracis-19029	235	15	adapt	adapt	NOUN
bracis-19029	235	16	all	all	DET
bracis-19029	235	17	approach	approach	NOUN
bracis-19029	235	18	.	.	PUNCT
bracis-19029	236	1	notes	note	NOUN
bracis-19029	236	2	1.tuning	1.tuning	NUM
bracis-19029	236	3	and	and	CCONJ
bracis-19029	236	4	testing	testing	NOUN
bracis-19029	236	5	instances	instance	NOUN
bracis-19029	236	6	,	,	PUNCT
bracis-19029	236	7	as	as	ADV
bracis-19029	236	8	well	well	ADV
bracis-19029	236	9	as	as	ADP
bracis-19029	236	10	the	the	DET
bracis-19029	236	11	code	code	NOUN
bracis-19029	236	12	used	use	VERB
bracis-19029	236	13	in	in	ADP
bracis-19029	236	14	the	the	DET
bracis-19029	236	15	paper	paper	NOUN
bracis-19029	236	16	,	,	PUNCT
bracis-19029	236	17	are	be	AUX
bracis-19029	236	18	available	available	ADJ
bracis-19029	236	19	at	at	ADP
bracis-19029	236	20	https://github.com/lucasmpavelski/adaptive-ig	https://github.com/lucasmpavelski/adaptive-ig	NOUN
bracis-19029	236	21	.	.	PUNCT
bracis-19029	237	1	references	reference	NOUN
bracis-19029	237	2	auer	auer	NOUN
bracis-19029	237	3	,	,	PUNCT
bracis-19029	237	4	p.	p.	NOUN
bracis-19029	237	5	:	:	PUNCT
bracis-19029	237	6	using	use	VERB
bracis-19029	237	7	confidence	confidence	NOUN
bracis-19029	237	8	bounds	bound	NOUN
bracis-19029	237	9	for	for	ADP
bracis-19029	237	10	exploitation	exploitation	NOUN
bracis-19029	237	11	-	-	PUNCT
bracis-19029	237	12	exploration	exploration	NOUN
bracis-19029	237	13	trade	trade	NOUN
bracis-19029	237	14	-	-	PUNCT
bracis-19029	237	15	offs	off	NOUN
bracis-19029	237	16	.	.	PUNCT
bracis-19029	238	1	j.	j.	PROPN
bracis-19029	238	2	mach	mach	PROPN
bracis-19029	238	3	.	.	PUNCT
bracis-19029	239	1	learn	learn	VERB
bracis-19029	239	2	.	.	PUNCT
bracis-19029	240	1	res	re	NOUN
bracis-19029	240	2	.	.	PUNCT
bracis-19029	240	3	3(9	3(9	NUM
bracis-19029	240	4	)	)	PUNCT
bracis-19029	240	5	,	,	PUNCT
bracis-19029	240	6	397–422	397–422	NUM
bracis-19029	240	7	(	(	PUNCT
bracis-19029	240	8	2002	2002	NUM
bracis-19029	240	9	)	)	PUNCT
bracis-19029	240	10	google	google	PROPN
bracis-19029	240	11	scholar	scholar	NOUN
bracis-19029	240	12	  	  	SPACE
bracis-19029	240	13	baker	baker	PROPN
bracis-19029	240	14	,	,	PUNCT
bracis-19029	240	15	k.r	k.r	PROPN
bracis-19029	240	16	.	.	PROPN
bracis-19029	240	17	,	,	PUNCT
bracis-19029	240	18	trietsch	trietsch	PROPN
bracis-19029	240	19	,	,	PUNCT
bracis-19029	240	20	d.	d.	PROPN
bracis-19029	240	21	:	:	PUNCT
bracis-19029	240	22	principles	principle	NOUN
bracis-19029	240	23	of	of	ADP
bracis-19029	240	24	sequencing	sequence	VERB
bracis-19029	240	25	and	and	CCONJ
bracis-19029	240	26	scheduling	scheduling	NOUN
bracis-19029	240	27	.	.	PUNCT
bracis-19029	241	1	wiley	wiley	PROPN
bracis-19029	241	2	publishing	publishing	PROPN
bracis-19029	241	3	,	,	PUNCT
bracis-19029	241	4	new	new	PROPN
bracis-19029	241	5	jersey	jersey	PROPN
bracis-19029	241	6	usa	usa	PROPN
bracis-19029	241	7	(	(	PUNCT
bracis-19029	241	8	2009	2009	NUM
bracis-19029	241	9	)	)	PUNCT
bracis-19029	241	10	google	google	PROPN
bracis-19029	241	11	scholar	scholar	NOUN
bracis-19029	241	12	  	  	SPACE
bracis-19029	241	13	burcin	burcin	PROPN
bracis-19029	241	14	,	,	PUNCT
bracis-19029	241	15	o.f	o.f	PROPN
bracis-19029	241	16	.	.	PROPN
bracis-19029	241	17	,	,	PUNCT
bracis-19029	241	18	sagir	sagir	PROPN
bracis-19029	241	19	,	,	PUNCT
bracis-19029	241	20	m.	m.	NOUN
bracis-19029	241	21	:	:	PUNCT
bracis-19029	241	22	iterated	iterate	VERB
bracis-19029	241	23	greedy	greedy	ADJ
bracis-19029	241	24	algorithms	algorithm	NOUN
bracis-19029	241	25	enhanced	enhance	VERB
bracis-19029	241	26	by	by	ADP
bracis-19029	241	27	hyper	hyper	ADJ
bracis-19029	241	28	-	-	ADJ
bracis-19029	241	29	heuristic	heuristic	ADJ
bracis-19029	241	30	based	base	VERB
bracis-19029	241	31	learning	learning	NOUN
bracis-19029	241	32	for	for	ADP
bracis-19029	241	33	hybrid	hybrid	ADJ
bracis-19029	241	34	flexible	flexible	ADJ
bracis-19029	241	35	flowshop	flowshop	ADJ
bracis-19029	241	36	scheduling	scheduling	NOUN
bracis-19029	241	37	problem	problem	NOUN
bracis-19029	241	38	with	with	ADP
bracis-19029	241	39	sequence	sequence	NOUN
bracis-19029	241	40	dependent	dependent	ADJ
bracis-19029	241	41	setup	setup	NOUN
bracis-19029	241	42	times	time	NOUN
bracis-19029	241	43	:	:	PUNCT
bracis-19029	241	44	a	a	DET
bracis-19029	241	45	case	case	NOUN
bracis-19029	241	46	study	study	NOUN
bracis-19029	241	47	at	at	ADP
bracis-19029	241	48	a	a	DET
bracis-19029	241	49	manufacturing	manufacturing	NOUN
bracis-19029	241	50	plant	plant	NOUN
bracis-19029	241	51	.	.	PUNCT
bracis-19029	242	1	comput	comput	NOUN
bracis-19029	242	2	.	.	PUNCT
bracis-19029	243	1	oper	oper	PROPN
bracis-19029	243	2	.	.	PUNCT
bracis-19029	244	1	res	res	PROPN
bracis-19029	244	2	.	.	PROPN
bracis-19029	245	1	125	125	NUM
bracis-19029	245	2	,	,	PUNCT
bracis-19029	245	3	105044	105044	NUM
bracis-19029	245	4	(	(	PUNCT
bracis-19029	245	5	2021	2021	NUM
bracis-19029	245	6	)	)	PUNCT
bracis-19029	245	7	.	.	PUNCT
bracis-19029	246	1	https://doi.org/10.1016/j.cor.2020.105044	https://doi.org/10.1016/j.cor.2020.105044	PROPN
bracis-19029	246	2	burke	burke	PROPN
bracis-19029	246	3	,	,	PUNCT
bracis-19029	246	4	e.k	e.k	PROPN
bracis-19029	246	5	.	.	PROPN
bracis-19029	246	6	,	,	PUNCT
bracis-19029	246	7	hyde	hyde	PROPN
bracis-19029	246	8	,	,	PUNCT
bracis-19029	246	9	m.r	m.r	PROPN
bracis-19029	246	10	.	.	PROPN
bracis-19029	246	11	,	,	PUNCT
bracis-19029	246	12	kendall	kendall	PROPN
bracis-19029	246	13	,	,	PUNCT
bracis-19029	246	14	g.	g.	PROPN
bracis-19029	246	15	,	,	PUNCT
bracis-19029	246	16	ochoa	ochoa	PROPN
bracis-19029	246	17	,	,	PUNCT
bracis-19029	246	18	g.	g.	PROPN
bracis-19029	246	19	,	,	PUNCT
bracis-19029	246	20	özcan	özcan	PROPN
bracis-19029	246	21	,	,	PUNCT
bracis-19029	246	22	e.	e.	PROPN
bracis-19029	246	23	,	,	PUNCT
bracis-19029	246	24	woodward	woodward	PROPN
bracis-19029	246	25	,	,	PUNCT
bracis-19029	246	26	j.r	j.r	PROPN
bracis-19029	246	27	.	.	PROPN
bracis-19029	246	28	:	:	PUNCT
bracis-19029	246	29	a	a	DET
bracis-19029	246	30	classification	classification	NOUN
bracis-19029	246	31	of	of	ADP
bracis-19029	246	32	hyper	hyper	ADJ
bracis-19029	246	33	-	-	ADJ
bracis-19029	246	34	heuristic	heuristic	ADJ
bracis-19029	246	35	approaches	approach	NOUN
bracis-19029	246	36	:	:	PUNCT
bracis-19029	246	37	revisited	revisit	VERB
bracis-19029	246	38	.	.	PUNCT
bracis-19029	247	1	in	in	ADP
bracis-19029	247	2	:	:	PUNCT
bracis-19029	247	3	gendreau	gendreau	NOUN
bracis-19029	247	4	,	,	PUNCT
bracis-19029	247	5	m.	m.	NOUN
bracis-19029	247	6	,	,	PUNCT
bracis-19029	247	7	potvin	potvin	PROPN
bracis-19029	247	8	,	,	PUNCT
bracis-19029	247	9	j.-y	j.-y	PROPN
bracis-19029	247	10	.	.	PUNCT
bracis-19029	248	1	(	(	PUNCT
bracis-19029	248	2	eds	ed	NOUN
bracis-19029	248	3	.	.	PUNCT
bracis-19029	248	4	)	)	PUNCT
bracis-19029	248	5	handbook	handbook	NOUN
bracis-19029	248	6	of	of	ADP
bracis-19029	248	7	metaheuristics	metaheuristic	NOUN
bracis-19029	248	8	.	.	PUNCT
bracis-19029	249	1	isorms	isorm	NOUN
bracis-19029	249	2	,	,	PUNCT
bracis-19029	249	3	vol	vol	NOUN
bracis-19029	249	4	.	.	PROPN
bracis-19029	249	5	272	272	NUM
bracis-19029	249	6	,	,	PUNCT
bracis-19029	249	7	pp	pp	ADJ
bracis-19029	249	8	.	.	PUNCT
bracis-19029	250	1	453–477	453–477	NUM
bracis-19029	250	2	.	.	PUNCT
bracis-19029	250	3	springer	springer	NOUN
bracis-19029	250	4	,	,	PUNCT
bracis-19029	250	5	cham	cham	PROPN
bracis-19029	250	6	(	(	PUNCT
bracis-19029	250	7	2019	2019	NUM
bracis-19029	250	8	)	)	PUNCT
bracis-19029	250	9	.	.	PUNCT
bracis-19029	251	1	https://doi.org/10.1007/978-3-319-91086-4_14	https://doi.org/10.1007/978-3-319-91086-4_14	NOUN
bracis-19029	251	2	chapter	chapter	NOUN
bracis-19029	251	3	  	  	SPACE
bracis-19029	251	4	google	google	PROPN
bracis-19029	251	5	scholar	scholar	NOUN
bracis-19029	251	6	  	  	SPACE
bracis-19029	251	7	chakhlevitch	chakhlevitch	NOUN
bracis-19029	251	8	,	,	PUNCT
bracis-19029	251	9	k.	k.	PROPN
bracis-19029	251	10	,	,	PUNCT
bracis-19029	251	11	cowling	cowling	NOUN
bracis-19029	251	12	,	,	PUNCT
bracis-19029	251	13	p.	p.	NOUN
bracis-19029	251	14	:	:	PUNCT
bracis-19029	252	1	hyperheuristics	hyperheuristic	NOUN
bracis-19029	252	2	:	:	PUNCT
bracis-19029	252	3	recent	recent	ADJ
bracis-19029	252	4	developments	development	NOUN
bracis-19029	252	5	.	.	PUNCT
bracis-19029	253	1	in	in	ADP
bracis-19029	253	2	:	:	PUNCT
bracis-19029	253	3	studies	study	NOUN
bracis-19029	253	4	in	in	ADP
bracis-19029	253	5	computational	computational	ADJ
bracis-19029	253	6	intelligence	intelligence	NOUN
bracis-19029	253	7	,	,	PUNCT
bracis-19029	253	8	vol	vol	NOUN
bracis-19029	253	9	.	.	PROPN
bracis-19029	253	10	136	136	NUM
bracis-19029	253	11	,	,	PUNCT
bracis-19029	253	12	pp	pp	ADJ
bracis-19029	253	13	.	.	PUNCT
bracis-19029	254	1	3–29	3–29	INTJ
bracis-19029	254	2	.	.	PUNCT
bracis-19029	254	3	springer	springer	PROPN
bracis-19029	254	4	,	,	PUNCT
bracis-19029	254	5	berlin	berlin	PROPN
bracis-19029	254	6	,	,	PUNCT
bracis-19029	254	7	heidelberg	heidelberg	PROPN
bracis-19029	254	8	(	(	PUNCT
bracis-19029	254	9	2008	2008	NUM
bracis-19029	254	10	)	)	PUNCT
bracis-19029	254	11	.	.	PUNCT
bracis-19029	255	1	https://doi.org/10.1007/978-3-540-79438-7_1	https://doi.org/10.1007/978-3-540-79438-7_1	X
bracis-19029	255	2	dubois	dubois	PROPN
bracis-19029	255	3	-	-	PUNCT
bracis-19029	255	4	lacoste	lacoste	NOUN
bracis-19029	255	5	,	,	PUNCT
bracis-19029	255	6	j.	j.	PROPN
bracis-19029	255	7	,	,	PUNCT
bracis-19029	255	8	pagnozzi	pagnozzi	PROPN
bracis-19029	255	9	,	,	PUNCT
bracis-19029	255	10	f.	f.	PROPN
bracis-19029	255	11	,	,	PUNCT
bracis-19029	255	12	stützle	stützle	NOUN
bracis-19029	255	13	,	,	PUNCT
bracis-19029	255	14	t.	t.	PROPN
bracis-19029	255	15	:	:	PUNCT
bracis-19029	255	16	an	an	DET
bracis-19029	255	17	iterated	iterated	ADJ
bracis-19029	255	18	greedy	greedy	ADJ
bracis-19029	255	19	algorithm	algorithm	NOUN
bracis-19029	255	20	with	with	ADP
bracis-19029	255	21	optimization	optimization	NOUN
bracis-19029	255	22	of	of	ADP
bracis-19029	255	23	partial	partial	ADJ
bracis-19029	255	24	solutions	solution	NOUN
bracis-19029	255	25	for	for	ADP
bracis-19029	255	26	the	the	DET
bracis-19029	255	27	makespan	makespan	ADJ
bracis-19029	255	28	permutation	permutation	NOUN
bracis-19029	255	29	flowshop	flowshop	NOUN
bracis-19029	255	30	problem	problem	NOUN
bracis-19029	255	31	.	.	PUNCT
bracis-19029	256	1	comput	comput	NOUN
bracis-19029	256	2	.	.	PUNCT
bracis-19029	257	1	oper	oper	PROPN
bracis-19029	257	2	.	.	PUNCT
bracis-19029	258	1	res	res	PROPN
bracis-19029	258	2	.	.	PROPN
bracis-19029	259	1	81	81	NUM
bracis-19029	259	2	,	,	PUNCT
bracis-19029	259	3	160–166	160–166	NUM
bracis-19029	259	4	(	(	PUNCT
bracis-19029	259	5	2017	2017	NUM
bracis-19029	259	6	)	)	PUNCT
bracis-19029	259	7	.	.	PUNCT
bracis-19029	260	1	https://doi.org/10.1016/j.cor.2016.12.021	https://doi.org/10.1016/j.cor.2016.12.021	PROPN
bracis-19029	260	2	article	article	NOUN
bracis-19029	260	3	  	  	SPACE
bracis-19029	260	4	mathscinet	mathscinet	NOUN
bracis-19029	260	5	  	  	SPACE
bracis-19029	260	6	math	math	NOUN
bracis-19029	260	7	  	  	SPACE
bracis-19029	260	8	google	google	PROPN
bracis-19029	260	9	scholar	scholar	NOUN
bracis-19029	260	10	  	  	SPACE
bracis-19029	260	11	goldberg	goldberg	PROPN
bracis-19029	260	12	,	,	PUNCT
bracis-19029	260	13	d.e	d.e	PROPN
bracis-19029	260	14	.	.	PROPN
bracis-19029	260	15	:	:	PUNCT
bracis-19029	260	16	probability	probability	NOUN
bracis-19029	260	17	matching	matching	NOUN
bracis-19029	260	18	,	,	PUNCT
bracis-19029	260	19	the	the	DET
bracis-19029	260	20	magnitude	magnitude	NOUN
bracis-19029	260	21	of	of	ADP
bracis-19029	260	22	reinforcement	reinforcement	NOUN
bracis-19029	260	23	,	,	PUNCT
bracis-19029	260	24	and	and	CCONJ
bracis-19029	260	25	classifier	classifier	NOUN
bracis-19029	260	26	system	system	NOUN
bracis-19029	260	27	bidding	bidding	NOUN
bracis-19029	260	28	.	.	PUNCT
bracis-19029	261	1	mach	mach	PROPN
bracis-19029	261	2	.	.	PUNCT
bracis-19029	262	1	learn	learn	VERB
bracis-19029	262	2	.	.	PUNCT
bracis-19029	263	1	5(4	5(4	NUM
bracis-19029	263	2	)	)	PUNCT
bracis-19029	263	3	,	,	PUNCT
bracis-19029	263	4	407–425	407–425	NUM
bracis-19029	263	5	(	(	PUNCT
bracis-19029	263	6	1990	1990	NUM
bracis-19029	263	7	)	)	PUNCT
bracis-19029	263	8	.	.	PUNCT
bracis-19029	264	1	https://doi.org/10.1023/a:1022681708029	https://doi.org/10.1023/a:1022681708029	PROPN
bracis-19029	264	2	article	article	PROPN
bracis-19029	264	3	  	  	SPACE
bracis-19029	264	4	google	google	PROPN
bracis-19029	264	5	scholar	scholar	NOUN
bracis-19029	264	6	  	  	SPACE
bracis-19029	264	7	gupta	gupta	PROPN
bracis-19029	264	8	,	,	PUNCT
bracis-19029	264	9	n.	n.	NOUN
bracis-19029	264	10	,	,	PUNCT
bracis-19029	264	11	granmo	granmo	PROPN
bracis-19029	264	12	,	,	PUNCT
bracis-19029	264	13	o.c	o.c	PROPN
bracis-19029	264	14	.	.	PROPN
bracis-19029	264	15	,	,	PUNCT
bracis-19029	264	16	agrawala	agrawala	PROPN
bracis-19029	264	17	,	,	PUNCT
bracis-19029	264	18	a.	a.	NOUN
bracis-19029	264	19	:	:	PUNCT
bracis-19029	264	20	thompson	thompson	NOUN
bracis-19029	264	21	sampling	sample	VERB
bracis-19029	264	22	for	for	ADP
bracis-19029	264	23	dynamic	dynamic	ADJ
bracis-19029	264	24	multi	multi	ADJ
bracis-19029	264	25	-	-	ADJ
bracis-19029	264	26	armed	armed	ADJ
bracis-19029	264	27	bandits	bandit	NOUN
bracis-19029	264	28	.	.	PUNCT
bracis-19029	265	1	in	in	ADP
bracis-19029	265	2	:	:	PUNCT
bracis-19029	265	3	2011	2011	NUM
bracis-19029	265	4	10th	10th	ADJ
bracis-19029	265	5	international	international	ADJ
bracis-19029	265	6	conference	conference	NOUN
bracis-19029	265	7	on	on	ADP
bracis-19029	265	8	machine	machine	NOUN
bracis-19029	265	9	learning	learning	NOUN
bracis-19029	265	10	and	and	CCONJ
bracis-19029	265	11	applications	application	NOUN
bracis-19029	265	12	and	and	CCONJ
bracis-19029	265	13	workshops	workshop	NOUN
bracis-19029	265	14	,	,	PUNCT
bracis-19029	265	15	pp	pp	ADJ
bracis-19029	265	16	.	.	PUNCT
bracis-19029	266	1	484–489	484–489	NUM
bracis-19029	266	2	.	.	PUNCT
bracis-19029	266	3	ieee	ieee	PROPN
bracis-19029	266	4	,	,	PUNCT
bracis-19029	266	5	honolulu	honolulu	PROPN
bracis-19029	266	6	,	,	PUNCT
bracis-19029	266	7	hi	hi	PROPN
bracis-19029	266	8	,	,	PUNCT
bracis-19029	266	9	usa	usa	PROPN
bracis-19029	266	10	(	(	PUNCT
bracis-19029	266	11	2011	2011	NUM
bracis-19029	266	12	)	)	PUNCT
bracis-19029	266	13	.	.	PUNCT
bracis-19029	267	1	https://doi.org/10.1109/icmla.2011.144	https://doi.org/10.1109/icmla.2011.144	PROPN
bracis-19029	267	2	humeau	humeau	PROPN
bracis-19029	267	3	,	,	PUNCT
bracis-19029	267	4	j.	j.	PROPN
bracis-19029	267	5	,	,	PUNCT
bracis-19029	267	6	liefooghe	liefooghe	PROPN
bracis-19029	267	7	,	,	PUNCT
bracis-19029	267	8	a.	a.	PROPN
bracis-19029	267	9	,	,	PUNCT
bracis-19029	267	10	talbi	talbi	PROPN
bracis-19029	267	11	,	,	PUNCT
bracis-19029	267	12	e.g.	e.g.	ADV
bracis-19029	267	13	,	,	PUNCT
bracis-19029	267	14	verel	verel	NOUN
bracis-19029	267	15	,	,	PUNCT
bracis-19029	267	16	s.	s.	PROPN
bracis-19029	267	17	:	:	PUNCT
bracis-19029	267	18	paradiseo	paradiseo	PROPN
bracis-19029	267	19	-	-	PUNCT
bracis-19029	267	20	mo	mo	NOUN
bracis-19029	267	21	:	:	PUNCT
bracis-19029	267	22	from	from	ADP
bracis-19029	267	23	fitness	fitness	NOUN
bracis-19029	267	24	landscape	landscape	NOUN
bracis-19029	267	25	analysis	analysis	NOUN
bracis-19029	267	26	to	to	ADP
bracis-19029	267	27	efficient	efficient	ADJ
bracis-19029	267	28	local	local	ADJ
bracis-19029	267	29	search	search	NOUN
bracis-19029	267	30	algorithms	algorithm	NOUN
bracis-19029	267	31	.	.	PUNCT
bracis-19029	268	1	research	research	NOUN
bracis-19029	268	2	report	report	NOUN
bracis-19029	268	3	rr-7871	rr-7871	PROPN
bracis-19029	268	4	,	,	PUNCT
bracis-19029	268	5	inria	inria	NOUN
bracis-19029	268	6	(	(	PUNCT
bracis-19029	268	7	2013	2013	NUM
bracis-19029	268	8	)	)	PUNCT
bracis-19029	268	9	google	google	PROPN
bracis-19029	268	10	scholar	scholar	NOUN
bracis-19029	268	11	  	  	SPACE
bracis-19029	268	12	kerschke	kerschke	NOUN
bracis-19029	268	13	,	,	PUNCT
bracis-19029	268	14	p.	p.	NOUN
bracis-19029	268	15	,	,	PUNCT
bracis-19029	268	16	hoos	hoos	PROPN
bracis-19029	268	17	,	,	PUNCT
bracis-19029	268	18	h.h	h.h	PROPN
bracis-19029	268	19	.	.	PROPN
bracis-19029	268	20	,	,	PUNCT
bracis-19029	268	21	neumann	neumann	PROPN
bracis-19029	268	22	,	,	PUNCT
bracis-19029	268	23	f.	f.	PROPN
bracis-19029	268	24	,	,	PUNCT
bracis-19029	268	25	trautmann	trautmann	PROPN
bracis-19029	268	26	,	,	PUNCT
bracis-19029	268	27	h.	h.	PROPN
bracis-19029	268	28	:	:	PUNCT
bracis-19029	268	29	automated	automate	VERB
bracis-19029	268	30	algorithm	algorithm	NOUN
bracis-19029	268	31	selection	selection	NOUN
bracis-19029	268	32	:	:	PUNCT
bracis-19029	268	33	survey	survey	NOUN
bracis-19029	268	34	and	and	CCONJ
bracis-19029	268	35	perspectives	perspective	NOUN
bracis-19029	268	36	.	.	PUNCT
bracis-19029	269	1	evol	evol	NOUN
bracis-19029	269	2	.	.	PUNCT
bracis-19029	270	1	comput	comput	NOUN
bracis-19029	270	2	.	.	PUNCT
bracis-19029	271	1	27(1	27(1	NUM
bracis-19029	271	2	)	)	PUNCT
bracis-19029	271	3	,	,	PUNCT
bracis-19029	271	4	3–45	3–45	PROPN
bracis-19029	271	5	(	(	PUNCT
bracis-19029	271	6	2019	2019	NUM
bracis-19029	271	7	)	)	PUNCT
bracis-19029	271	8	article	article	NOUN
bracis-19029	271	9	  	  	SPACE
bracis-19029	271	10	google	google	PROPN
bracis-19029	271	11	scholar	scholar	NOUN
bracis-19029	271	12	  	  	SPACE
bracis-19029	271	13	li	li	PROPN
bracis-19029	271	14	,	,	PUNCT
bracis-19029	271	15	k.	k.	PROPN
bracis-19029	271	16	,	,	PUNCT
bracis-19029	271	17	fialho	fialho	PROPN
bracis-19029	271	18	,	,	PUNCT
bracis-19029	271	19	a.	a.	NOUN
bracis-19029	271	20	,	,	PUNCT
bracis-19029	271	21	kwong	kwong	PROPN
bracis-19029	271	22	,	,	PUNCT
bracis-19029	271	23	s.	s.	PROPN
bracis-19029	271	24	,	,	PUNCT
bracis-19029	271	25	zhang	zhang	PROPN
bracis-19029	271	26	,	,	PUNCT
bracis-19029	271	27	q.	q.	PROPN
bracis-19029	271	28	:	:	PUNCT
bracis-19029	271	29	adaptive	adaptive	ADJ
bracis-19029	271	30	operator	operator	NOUN
bracis-19029	271	31	selection	selection	NOUN
bracis-19029	271	32	with	with	ADP
bracis-19029	271	33	bandits	bandit	NOUN
bracis-19029	271	34	for	for	ADP
bracis-19029	271	35	a	a	DET
bracis-19029	271	36	multiobjective	multiobjective	ADJ
bracis-19029	271	37	evolutionary	evolutionary	ADJ
bracis-19029	271	38	algorithm	algorithm	NOUN
bracis-19029	271	39	based	base	VERB
bracis-19029	271	40	on	on	ADP
bracis-19029	271	41	decomposition	decomposition	NOUN
bracis-19029	271	42	.	.	PUNCT
bracis-19029	272	1	ieee	ieee	PROPN
bracis-19029	272	2	trans	trans	PROPN
bracis-19029	272	3	.	.	PUNCT
bracis-19029	273	1	evol	evol	NOUN
bracis-19029	273	2	.	.	PUNCT
bracis-19029	274	1	comput	comput	NOUN
bracis-19029	274	2	.	.	PUNCT
bracis-19029	275	1	18(1	18(1	X
bracis-19029	275	2	)	)	PUNCT
bracis-19029	275	3	,	,	PUNCT
bracis-19029	275	4	114–130	114–130	NUM
bracis-19029	275	5	(	(	PUNCT
bracis-19029	275	6	2014	2014	NUM
bracis-19029	275	7	)	)	PUNCT
bracis-19029	275	8	.	.	PUNCT
bracis-19029	276	1	https://doi.org/10.1109/tevc.2013.2239648	https://doi.org/10.1109/tevc.2013.2239648	PROPN
bracis-19029	276	2	article	article	PROPN
bracis-19029	276	3	  	  	SPACE
bracis-19029	276	4	google	google	PROPN
bracis-19029	276	5	scholar	scholar	NOUN
bracis-19029	276	6	  	  	SPACE
bracis-19029	276	7	li	li	PROPN
bracis-19029	276	8	,	,	PUNCT
bracis-19029	276	9	l.	l.	PROPN
bracis-19029	276	10	,	,	PUNCT
bracis-19029	276	11	chu	chu	PROPN
bracis-19029	276	12	,	,	PUNCT
bracis-19029	276	13	w.	w.	PROPN
bracis-19029	276	14	,	,	PUNCT
bracis-19029	276	15	langford	langford	PROPN
bracis-19029	276	16	,	,	PUNCT
bracis-19029	276	17	j.	j.	PROPN
bracis-19029	276	18	,	,	PUNCT
bracis-19029	276	19	schapire	schapire	PROPN
bracis-19029	276	20	,	,	PUNCT
bracis-19029	276	21	r.e	r.e	PROPN
bracis-19029	276	22	.	.	PROPN
bracis-19029	276	23	:	:	PUNCT
bracis-19029	277	1	a	a	DET
bracis-19029	277	2	contextual	contextual	ADJ
bracis-19029	277	3	-	-	PUNCT
bracis-19029	277	4	bandit	bandit	NOUN
bracis-19029	277	5	approach	approach	NOUN
bracis-19029	277	6	to	to	ADP
bracis-19029	277	7	personalized	personalized	ADJ
bracis-19029	277	8	news	news	NOUN
bracis-19029	277	9	article	article	NOUN
bracis-19029	277	10	recommendation	recommendation	NOUN
bracis-19029	277	11	.	.	PUNCT
bracis-19029	278	1	in	in	ADP
bracis-19029	278	2	:	:	PUNCT
bracis-19029	278	3	proceedings	proceeding	NOUN
bracis-19029	278	4	of	of	ADP
bracis-19029	278	5	the	the	DET
bracis-19029	278	6	19th	19th	ADJ
bracis-19029	278	7	international	international	ADJ
bracis-19029	278	8	conference	conference	NOUN
bracis-19029	278	9	on	on	ADP
bracis-19029	278	10	world	world	NOUN
bracis-19029	278	11	wide	wide	ADJ
bracis-19029	278	12	web	web	NOUN
bracis-19029	278	13	www	www	NOUN
bracis-19029	278	14	’	'	PUNCT
bracis-19029	278	15	10	10	NUM
bracis-19029	278	16	,	,	PUNCT
bracis-19029	278	17	p.	p.	NOUN
bracis-19029	278	18	661	661	NUM
bracis-19029	278	19	.	.	PUNCT
bracis-19029	278	20	acm	acm	PROPN
bracis-19029	278	21	press	press	PROPN
bracis-19029	278	22	,	,	PUNCT
bracis-19029	278	23	raleigh	raleigh	PROPN
bracis-19029	278	24	,	,	PUNCT
bracis-19029	278	25	north	north	PROPN
bracis-19029	278	26	carolina	carolina	PROPN
bracis-19029	278	27	,	,	PUNCT
bracis-19029	278	28	usa	usa	PROPN
bracis-19029	278	29	(	(	PUNCT
bracis-19029	278	30	2010	2010	NUM
bracis-19029	278	31	)	)	PUNCT
bracis-19029	278	32	.	.	PUNCT
bracis-19029	279	1	https://doi.org/10.1145/1772690.1772758	https://doi.org/10.1145/1772690.1772758	PROPN
bracis-19029	279	2	lópez	lópez	PROPN
bracis-19029	279	3	-	-	PUNCT
bracis-19029	279	4	ibáñez	ibáñez	NOUN
bracis-19029	279	5	,	,	PUNCT
bracis-19029	279	6	m.	m.	NOUN
bracis-19029	279	7	,	,	PUNCT
bracis-19029	279	8	dubois	dubois	PROPN
bracis-19029	279	9	-	-	PUNCT
bracis-19029	279	10	lacoste	lacoste	NOUN
bracis-19029	279	11	,	,	PUNCT
bracis-19029	279	12	j.	j.	PROPN
bracis-19029	279	13	,	,	PUNCT
bracis-19029	279	14	cáceres	cácere	NOUN
bracis-19029	279	15	,	,	PUNCT
bracis-19029	279	16	l.p	l.p	PROPN
bracis-19029	279	17	.	.	PROPN
bracis-19029	279	18	,	,	PUNCT
bracis-19029	279	19	stützle	stützle	NOUN
bracis-19029	279	20	,	,	PUNCT
bracis-19029	279	21	t.	t.	NOUN
bracis-19029	279	22	,	,	PUNCT
bracis-19029	279	23	birattari	birattari	NOUN
bracis-19029	279	24	,	,	PUNCT
bracis-19029	279	25	m.	m.	NOUN
bracis-19029	279	26	:	:	PUNCT
bracis-19029	279	27	the	the	DET
bracis-19029	279	28	irace	irace	NOUN
bracis-19029	279	29	package	package	NOUN
bracis-19029	279	30	:	:	PUNCT
bracis-19029	279	31	iterated	iterate	VERB
bracis-19029	279	32	racing	race	VERB
bracis-19029	279	33	for	for	ADP
bracis-19029	279	34	automatic	automatic	ADJ
bracis-19029	279	35	algorithm	algorithm	NOUN
bracis-19029	279	36	configuration	configuration	NOUN
bracis-19029	279	37	.	.	PUNCT
bracis-19029	280	1	oper	oper	PROPN
bracis-19029	280	2	.	.	PUNCT
bracis-19029	281	1	res	res	PROPN
bracis-19029	281	2	.	.	PUNCT
bracis-19029	281	3	perspect	perspect	PROPN
bracis-19029	281	4	.	.	PUNCT
bracis-19029	282	1	3	3	NUM
bracis-19029	282	2	,	,	PUNCT
bracis-19029	282	3	43–58	43–58	NUM
bracis-19029	282	4	(	(	PUNCT
bracis-19029	282	5	2016	2016	NUM
bracis-19029	282	6	)	)	PUNCT
bracis-19029	282	7	.	.	PUNCT
bracis-19029	283	1	https://doi.org/10.1016/j.orp.2016.09.002	https://doi.org/10.1016/j.orp.2016.09.002	NOUN
bracis-19029	283	2	article	article	NOUN
bracis-19029	283	3	  	  	SPACE
bracis-19029	283	4	mathscinet	mathscinet	ADJ
bracis-19029	283	5	  	  	SPACE
bracis-19029	283	6	google	google	PROPN
bracis-19029	283	7	scholar	scholar	NOUN
bracis-19029	283	8	  	  	SPACE
bracis-19029	283	9	pappa	pappa	NOUN
bracis-19029	283	10	,	,	PUNCT
bracis-19029	283	11	g.l	g.l	PROPN
bracis-19029	283	12	.	.	PROPN
bracis-19029	283	13	,	,	PUNCT
bracis-19029	283	14	ochoa	ochoa	PROPN
bracis-19029	283	15	,	,	PUNCT
bracis-19029	283	16	g.	g.	PROPN
bracis-19029	283	17	,	,	PUNCT
bracis-19029	283	18	hyde	hyde	PROPN
bracis-19029	283	19	,	,	PUNCT
bracis-19029	283	20	m.r	m.r	PROPN
bracis-19029	283	21	.	.	PROPN
bracis-19029	283	22	,	,	PUNCT
bracis-19029	283	23	freitas	freitas	PROPN
bracis-19029	283	24	,	,	PUNCT
bracis-19029	283	25	a.a	a.a	PROPN
bracis-19029	283	26	.	.	PROPN
bracis-19029	283	27	,	,	PUNCT
bracis-19029	283	28	woodward	woodward	PROPN
bracis-19029	283	29	,	,	PUNCT
bracis-19029	283	30	j.	j.	PROPN
bracis-19029	283	31	,	,	PUNCT
bracis-19029	283	32	swan	swan	PROPN
bracis-19029	283	33	,	,	PUNCT
bracis-19029	283	34	j.	j.	PROPN
bracis-19029	283	35	:	:	PUNCT
bracis-19029	283	36	contrasting	contrast	VERB
bracis-19029	283	37	meta	meta	ADJ
bracis-19029	283	38	-	-	PUNCT
bracis-19029	283	39	learning	learn	VERB
bracis-19029	283	40	and	and	CCONJ
bracis-19029	283	41	hyper	hyper	ADJ
bracis-19029	283	42	-	-	ADJ
bracis-19029	283	43	heuristic	heuristic	ADJ
bracis-19029	283	44	research	research	NOUN
bracis-19029	283	45	:	:	PUNCT
bracis-19029	283	46	the	the	DET
bracis-19029	283	47	role	role	NOUN
bracis-19029	283	48	of	of	ADP
bracis-19029	283	49	evolutionary	evolutionary	ADJ
bracis-19029	283	50	algorithms	algorithm	NOUN
bracis-19029	283	51	.	.	PUNCT
bracis-19029	284	1	genetic	genetic	ADJ
bracis-19029	284	2	program	program	NOUN
bracis-19029	284	3	.	.	PUNCT
bracis-19029	285	1	evolvable	evolvable	ADJ
bracis-19029	285	2	mach	mach	NOUN
bracis-19029	285	3	.	.	PUNCT
bracis-19029	286	1	15(1	15(1	NUM
bracis-19029	286	2	)	)	PUNCT
bracis-19029	286	3	,	,	PUNCT
bracis-19029	286	4	3–35	3–35	NUM
bracis-19029	286	5	(	(	PUNCT
bracis-19029	286	6	2013	2013	NUM
bracis-19029	286	7	)	)	PUNCT
bracis-19029	286	8	.	.	PUNCT
bracis-19029	287	1	https://doi.org/10.1007/s10710-013-9186-9	https://doi.org/10.1007/s10710-013-9186-9	NUM
bracis-19029	287	2	article	article	NOUN
bracis-19029	287	3	  	  	SPACE
bracis-19029	287	4	google	google	PROPN
bracis-19029	287	5	scholar	scholar	NOUN
bracis-19029	287	6	  	  	SPACE
bracis-19029	287	7	pillay	pillay	PROPN
bracis-19029	287	8	,	,	PUNCT
bracis-19029	287	9	n.	n.	PROPN
bracis-19029	287	10	,	,	PUNCT
bracis-19029	287	11	qu	qu	PROPN
bracis-19029	287	12	,	,	PUNCT
bracis-19029	287	13	r.	r.	PROPN
bracis-19029	287	14	:	:	PUNCT
bracis-19029	287	15	hyper	hyper	NOUN
bracis-19029	287	16	-	-	NOUN
bracis-19029	287	17	heuristics	heuristic	NOUN
bracis-19029	287	18	:	:	PUNCT
bracis-19029	287	19	theory	theory	NOUN
bracis-19029	287	20	and	and	CCONJ
bracis-19029	287	21	applications	application	NOUN
bracis-19029	287	22	.	.	PUNCT
bracis-19029	288	1	springer	springer	NOUN
bracis-19029	288	2	nature	nature	NOUN
bracis-19029	288	3	,	,	PUNCT
bracis-19029	288	4	1	1	NUM
bracis-19029	288	5	edn	edn	NOUN
bracis-19029	288	6	.	.	PUNCT
bracis-19029	289	1	(	(	PUNCT
bracis-19029	289	2	2018	2018	NUM
bracis-19029	289	3	)	)	PUNCT
bracis-19029	289	4	.	.	PUNCT
bracis-19029	290	1	https://doi.org/10.1007/978-3-319-96514-7	https://doi.org/10.1007/978-3-319-96514-7	PROPN
bracis-19029	290	2	hsiao	hsiao	PROPN
bracis-19029	290	3	,	,	PUNCT
bracis-19029	290	4	p.-c	p.-c	PROPN
bracis-19029	290	5	.	.	PUNCT
bracis-19029	290	6	,	,	PUNCT
bracis-19029	290	7	chiang	chiang	PROPN
bracis-19029	290	8	,	,	PUNCT
bracis-19029	290	9	t.-c	t.-c	PROPN
bracis-19029	290	10	.	.	PROPN
bracis-19029	290	11	,	,	PUNCT
bracis-19029	290	12	fu	fu	PROPN
bracis-19029	290	13	,	,	PUNCT
bracis-19029	290	14	l.-c	l.-c	PROPN
bracis-19029	290	15	.	.	PUNCT
bracis-19029	290	16	:	:	PUNCT
bracis-19029	291	1	a	a	DET
bracis-19029	291	2	vns	vns	NOUN
bracis-19029	291	3	-	-	PUNCT
bracis-19029	291	4	based	base	VERB
bracis-19029	291	5	hyper	hyper	NOUN
bracis-19029	291	6	-	-	NOUN
bracis-19029	291	7	heuristic	heuristic	NOUN
bracis-19029	291	8	with	with	ADP
bracis-19029	291	9	adaptive	adaptive	ADJ
bracis-19029	291	10	computational	computational	ADJ
bracis-19029	291	11	budget	budget	NOUN
bracis-19029	291	12	of	of	ADP
bracis-19029	291	13	local	local	ADJ
bracis-19029	291	14	search	search	NOUN
bracis-19029	291	15	.	.	PUNCT
bracis-19029	292	1	in	in	ADP
bracis-19029	292	2	:	:	PUNCT
bracis-19029	292	3	2012	2012	NUM
bracis-19029	292	4	ieee	ieee	PROPN
bracis-19029	292	5	congress	congress	PROPN
bracis-19029	292	6	on	on	ADP
bracis-19029	292	7	evolutionary	evolutionary	ADJ
bracis-19029	292	8	computation	computation	NOUN
bracis-19029	292	9	,	,	PUNCT
bracis-19029	292	10	pp	pp	ADP
bracis-19029	292	11	.	.	PUNCT
bracis-19029	292	12	1–8	1–8	X
bracis-19029	292	13	.	.	PUNCT
bracis-19029	292	14	ieee	ieee	PROPN
bracis-19029	292	15	,	,	PUNCT
bracis-19029	292	16	brisbane	brisbane	NOUN
bracis-19029	292	17	,	,	PUNCT
bracis-19029	292	18	australia	australia	PROPN
bracis-19029	292	19	(	(	PUNCT
bracis-19029	292	20	2012	2012	NUM
bracis-19029	292	21	)	)	PUNCT
bracis-19029	292	22	.	.	PUNCT
bracis-19029	293	1	https://doi.org/10.1109/cec.2012.6252969	https://doi.org/10.1109/cec.2012.6252969	PROPN
bracis-19029	293	2	pitzer	pitzer	PROPN
bracis-19029	293	3	,	,	PUNCT
bracis-19029	293	4	e.	e.	PROPN
bracis-19029	293	5	,	,	PUNCT
bracis-19029	293	6	affenzeller	affenzeller	PROPN
bracis-19029	293	7	,	,	PUNCT
bracis-19029	293	8	m.	m.	NOUN
bracis-19029	293	9	:	:	PUNCT
bracis-19029	293	10	recent	recent	ADJ
bracis-19029	293	11	advances	advance	NOUN
bracis-19029	293	12	in	in	ADP
bracis-19029	293	13	intelligent	intelligent	ADJ
bracis-19029	293	14	engineering	engineering	NOUN
bracis-19029	293	15	systems	system	NOUN
bracis-19029	293	16	.	.	PUNCT
bracis-19029	294	1	studies	study	NOUN
bracis-19029	294	2	in	in	ADP
bracis-19029	294	3	computational	computational	ADJ
bracis-19029	294	4	intelligence	intelligence	NOUN
bracis-19029	294	5	,	,	PUNCT
bracis-19029	294	6	vol	vol	NOUN
bracis-19029	294	7	.	.	PROPN
bracis-19029	294	8	378	378	NUM
bracis-19029	294	9	,	,	PUNCT
bracis-19029	294	10	chap	chap	NOUN
bracis-19029	294	11	.	.	PUNCT
bracis-19029	295	1	a	a	DET
bracis-19029	295	2	comprehensive	comprehensive	ADJ
bracis-19029	295	3	survey	survey	NOUN
bracis-19029	295	4	on	on	ADP
bracis-19029	295	5	fitness	fitness	NOUN
bracis-19029	295	6	landscape	landscape	NOUN
bracis-19029	295	7	analysis	analysis	NOUN
bracis-19029	295	8	,	,	PUNCT
bracis-19029	295	9	pp	pp	ADJ
bracis-19029	295	10	.	.	PUNCT
bracis-19029	296	1	161–186	161–186	NUM
bracis-19029	296	2	.	.	PUNCT
bracis-19029	296	3	springer	springer	NOUN
bracis-19029	296	4	,	,	PUNCT
bracis-19029	296	5	berlin	berlin	PROPN
bracis-19029	296	6	,	,	PUNCT
bracis-19029	296	7	heidelberg	heidelberg	PROPN
bracis-19029	296	8	(	(	PUNCT
bracis-19029	296	9	2012	2012	NUM
bracis-19029	296	10	)	)	PUNCT
bracis-19029	296	11	.	.	PUNCT
bracis-19029	297	1	https://doi.org/10.1007/978-3-642-23229-9	https://doi.org/10.1007/978-3-642-23229-9	PROPN
bracis-19029	297	2	ruiz	ruiz	NOUN
bracis-19029	297	3	,	,	PUNCT
bracis-19029	297	4	r.	r.	PROPN
bracis-19029	297	5	,	,	PUNCT
bracis-19029	297	6	stützle	stützle	NOUN
bracis-19029	297	7	,	,	PUNCT
bracis-19029	297	8	t.	t.	PROPN
bracis-19029	297	9	:	:	PUNCT
bracis-19029	297	10	a	a	DET
bracis-19029	297	11	simple	simple	ADJ
bracis-19029	297	12	and	and	CCONJ
bracis-19029	297	13	effective	effective	ADJ
bracis-19029	297	14	iterated	iterated	ADJ
bracis-19029	297	15	greedy	greedy	ADJ
bracis-19029	297	16	algorithm	algorithm	NOUN
bracis-19029	297	17	for	for	ADP
bracis-19029	297	18	the	the	DET
bracis-19029	297	19	permutation	permutation	NOUN
bracis-19029	297	20	flowshop	flowshop	NOUN
bracis-19029	297	21	scheduling	scheduling	NOUN
bracis-19029	297	22	problem	problem	NOUN
bracis-19029	297	23	.	.	PUNCT
bracis-19029	298	1	eur	eur	PROPN
bracis-19029	298	2	.	.	PUNCT
bracis-19029	299	1	j.	j.	PROPN
bracis-19029	299	2	oper	oper	PROPN
bracis-19029	299	3	.	.	PUNCT
bracis-19029	300	1	res	re	NOUN
bracis-19029	300	2	.	.	PUNCT
bracis-19029	301	1	177(3	177(3	NUM
bracis-19029	301	2	)	)	PUNCT
bracis-19029	301	3	,	,	PUNCT
bracis-19029	301	4	2033–2049	2033–2049	NUM
bracis-19029	301	5	(	(	PUNCT
bracis-19029	301	6	2007	2007	NUM
bracis-19029	301	7	)	)	PUNCT
bracis-19029	301	8	.	.	PUNCT
bracis-19029	302	1	https://doi.org/10.1016/j.ejor.2005.12.009	https://doi.org/10.1016/j.ejor.2005.12.009	PROPN
bracis-19029	302	2	article	article	NOUN
bracis-19029	302	3	  	  	SPACE
bracis-19029	302	4	math	math	NOUN
bracis-19029	302	5	  	  	SPACE
bracis-19029	302	6	google	google	PROPN
bracis-19029	302	7	scholar	scholar	NOUN
bracis-19029	302	8	  	  	SPACE
bracis-19029	302	9	russo	russo	NOUN
bracis-19029	302	10	,	,	PUNCT
bracis-19029	302	11	d.	d.	PROPN
bracis-19029	302	12	,	,	PUNCT
bracis-19029	302	13	van	van	PROPN
bracis-19029	302	14	roy	roy	PROPN
bracis-19029	302	15	,	,	PUNCT
bracis-19029	302	16	b.	b.	PROPN
bracis-19029	302	17	,	,	PUNCT
bracis-19029	302	18	kazerouni	kazerouni	PROPN
bracis-19029	302	19	,	,	PUNCT
bracis-19029	302	20	a.	a.	NOUN
bracis-19029	302	21	,	,	PUNCT
bracis-19029	302	22	osband	osband	PROPN
bracis-19029	302	23	,	,	PUNCT
bracis-19029	302	24	i.	i.	PROPN
bracis-19029	302	25	,	,	PUNCT
bracis-19029	302	26	wen	wen	PROPN
bracis-19029	302	27	,	,	PUNCT
bracis-19029	302	28	z.	z.	PROPN
bracis-19029	302	29	:	:	PUNCT
bracis-19029	302	30	a	a	DET
bracis-19029	302	31	tutorial	tutorial	NOUN
bracis-19029	302	32	on	on	ADP
bracis-19029	302	33	thompson	thompson	NOUN
bracis-19029	302	34	sampling	sampling	NOUN
bracis-19029	302	35	.	.	PUNCT
bracis-19029	303	1	arxiv:1707.02038	arxiv:1707.02038	NOUN
bracis-19029	304	1	[	[	X
bracis-19029	304	2	cs	cs	X
bracis-19029	304	3	]	]	X
bracis-19029	304	4	(	(	PUNCT
bracis-19029	304	5	2020	2020	NUM
bracis-19029	304	6	)	)	PUNCT
bracis-19029	304	7	sapkal	sapkal	NOUN
bracis-19029	304	8	,	,	PUNCT
bracis-19029	304	9	s.u	s.u	PROPN
bracis-19029	304	10	.	.	PROPN
bracis-19029	304	11	,	,	PUNCT
bracis-19029	304	12	laha	laha	PROPN
bracis-19029	304	13	,	,	PUNCT
bracis-19029	304	14	d.	d.	PROPN
bracis-19029	304	15	:	:	PUNCT
bracis-19029	304	16	a	a	DET
bracis-19029	304	17	heuristic	heuristic	NOUN
bracis-19029	304	18	for	for	ADP
bracis-19029	304	19	no	no	DET
bracis-19029	304	20	-	-	PUNCT
bracis-19029	304	21	wait	wait	NOUN
bracis-19029	304	22	flow	flow	NOUN
bracis-19029	304	23	shop	shop	NOUN
bracis-19029	304	24	scheduling	scheduling	NOUN
bracis-19029	304	25	.	.	PUNCT
bracis-19029	305	1	int	int	NOUN
bracis-19029	305	2	.	.	PUNCT
bracis-19029	306	1	j.	j.	PROPN
bracis-19029	306	2	adv	adv	PROPN
bracis-19029	306	3	.	.	PUNCT
bracis-19029	307	1	manuf	manuf	PROPN
bracis-19029	307	2	.	.	PUNCT
bracis-19029	308	1	technol	technol	PROPN
bracis-19029	308	2	.	.	PROPN
bracis-19029	309	1	1	1	NUM
bracis-19029	309	2	,	,	PUNCT
bracis-19029	309	3	1327–1338	1327–1338	NUM
bracis-19029	309	4	(	(	PUNCT
bracis-19029	309	5	2013	2013	NUM
bracis-19029	309	6	)	)	PUNCT
bracis-19029	309	7	.	.	PUNCT
bracis-19029	310	1	https://doi.org/10.1007/s00170-013-4924-y	https://doi.org/10.1007/s00170-013-4924-y	ADJ
bracis-19029	310	2	stützle	stützle	NOUN
bracis-19029	310	3	,	,	PUNCT
bracis-19029	310	4	t.	t.	PROPN
bracis-19029	310	5	:	:	PUNCT
bracis-19029	310	6	applying	apply	VERB
bracis-19029	310	7	iterated	iterated	ADJ
bracis-19029	310	8	local	local	ADJ
bracis-19029	310	9	search	search	NOUN
bracis-19029	310	10	to	to	ADP
bracis-19029	310	11	the	the	DET
bracis-19029	310	12	permutation	permutation	NOUN
bracis-19029	310	13	flow	flow	NOUN
bracis-19029	310	14	shop	shop	NOUN
bracis-19029	310	15	problem	problem	NOUN
bracis-19029	310	16	.	.	PUNCT
bracis-19029	311	1	technical	technical	ADJ
bracis-19029	311	2	report	report	NOUN
bracis-19029	311	3	,	,	PUNCT
bracis-19029	311	4	fg	fg	PROPN
bracis-19029	311	5	intellektik	intellektik	PROPN
bracis-19029	311	6	,	,	PUNCT
bracis-19029	311	7	tu	tu	PROPN
bracis-19029	311	8	darmstadt	darmstadt	PROPN
bracis-19029	311	9	,	,	PUNCT
bracis-19029	311	10	darmstadt	darmstadt	PROPN
bracis-19029	311	11	,	,	PUNCT
bracis-19029	311	12	germany	germany	PROPN
bracis-19029	311	13	(	(	PUNCT
bracis-19029	311	14	1998	1998	NUM
bracis-19029	311	15	)	)	PUNCT
bracis-19029	311	16	google	google	PROPN
bracis-19029	311	17	scholar	scholar	NOUN
bracis-19029	311	18	  	  	SPACE
bracis-19029	311	19	sutton	sutton	PROPN
bracis-19029	311	20	,	,	PUNCT
bracis-19029	311	21	r.s	r.s	PROPN
bracis-19029	311	22	.	.	PROPN
bracis-19029	311	23	,	,	PUNCT
bracis-19029	311	24	barto	barto	PROPN
bracis-19029	311	25	,	,	PUNCT
bracis-19029	311	26	a.g	a.g	PROPN
bracis-19029	311	27	.	.	PROPN
bracis-19029	311	28	:	:	PUNCT
bracis-19029	312	1	reinforcement	reinforcement	NOUN
bracis-19029	312	2	learning	learning	NOUN
bracis-19029	312	3	:	:	PUNCT
bracis-19029	312	4	an	an	DET
bracis-19029	312	5	introduction	introduction	NOUN
bracis-19029	312	6	.	.	PUNCT
bracis-19029	313	1	adaptive	adaptive	ADJ
bracis-19029	313	2	computation	computation	NOUN
bracis-19029	313	3	and	and	CCONJ
bracis-19029	313	4	machine	machine	NOUN
bracis-19029	313	5	learning	learning	NOUN
bracis-19029	313	6	series	series	NOUN
bracis-19029	313	7	.	.	PUNCT
bracis-19029	314	1	2nd	2nd	ADJ
bracis-19029	314	2	edn	edn	PROPN
bracis-19029	314	3	.	.	PUNCT
bracis-19029	315	1	the	the	DET
bracis-19029	315	2	mit	mit	PROPN
bracis-19029	315	3	press	press	PROPN
bracis-19029	315	4	,	,	PUNCT
bracis-19029	315	5	cambridge	cambridge	PROPN
bracis-19029	315	6	,	,	PUNCT
bracis-19029	315	7	massachusetts	massachusetts	PROPN
bracis-19029	315	8	(	(	PUNCT
bracis-19029	315	9	2018	2018	NUM
bracis-19029	315	10	)	)	PUNCT
bracis-19029	315	11	google	google	PROPN
bracis-19029	315	12	scholar	scholar	NOUN
bracis-19029	315	13	  	  	SPACE
bracis-19029	315	14	tasgetiren	tasgetiren	PROPN
bracis-19029	315	15	,	,	PUNCT
bracis-19029	315	16	m.f	m.f	PROPN
bracis-19029	315	17	.	.	PROPN
bracis-19029	315	18	,	,	PUNCT
bracis-19029	315	19	pan	pan	PROPN
bracis-19029	315	20	,	,	PUNCT
bracis-19029	315	21	q.k	q.k	PROPN
bracis-19029	315	22	.	.	PROPN
bracis-19029	315	23	,	,	PUNCT
bracis-19029	315	24	suganthan	suganthan	PROPN
bracis-19029	315	25	,	,	PUNCT
bracis-19029	315	26	p.n	p.n	PROPN
bracis-19029	315	27	.	.	PROPN
bracis-19029	315	28	,	,	PUNCT
bracis-19029	315	29	liang	liang	PROPN
bracis-19029	315	30	,	,	PUNCT
bracis-19029	315	31	y.c	y.c	PROPN
bracis-19029	315	32	.	.	PROPN
bracis-19029	315	33	:	:	PUNCT
bracis-19029	315	34	a	a	DET
bracis-19029	315	35	discrete	discrete	ADJ
bracis-19029	315	36	differential	differential	NOUN
bracis-19029	315	37	evolution	evolution	NOUN
bracis-19029	315	38	algorithm	algorithm	NOUN
bracis-19029	315	39	for	for	ADP
bracis-19029	315	40	the	the	DET
bracis-19029	315	41	no	no	DET
bracis-19029	315	42	-	-	PUNCT
bracis-19029	315	43	wait	wait	NOUN
bracis-19029	315	44	flowshop	flowshop	ADJ
bracis-19029	315	45	scheduling	scheduling	NOUN
bracis-19029	315	46	problem	problem	NOUN
bracis-19029	315	47	with	with	ADP
bracis-19029	315	48	total	total	ADJ
bracis-19029	315	49	flowtime	flowtime	ADJ
bracis-19029	315	50	criterion	criterion	NOUN
bracis-19029	315	51	.	.	PUNCT
bracis-19029	316	1	in	in	ADP
bracis-19029	316	2	:	:	PUNCT
bracis-19029	316	3	2007	2007	NUM
bracis-19029	316	4	ieee	ieee	NOUN
bracis-19029	316	5	symposium	symposium	NOUN
bracis-19029	316	6	on	on	ADP
bracis-19029	316	7	computational	computational	ADJ
bracis-19029	316	8	intelligence	intelligence	NOUN
bracis-19029	316	9	in	in	ADP
bracis-19029	316	10	scheduling	scheduling	NOUN
bracis-19029	316	11	,	,	PUNCT
bracis-19029	316	12	pp	pp	ADP
bracis-19029	316	13	.	.	PUNCT
bracis-19029	317	1	251–258	251–258	NUM
bracis-19029	317	2	.	.	PUNCT
bracis-19029	317	3	ieee	ieee	PROPN
bracis-19029	317	4	,	,	PUNCT
bracis-19029	317	5	honolulu	honolulu	PROPN
bracis-19029	317	6	,	,	PUNCT
bracis-19029	317	7	usa	usa	PROPN
bracis-19029	317	8	(	(	PUNCT
bracis-19029	317	9	2007	2007	NUM
bracis-19029	317	10	)	)	PUNCT
bracis-19029	317	11	google	google	PROPN
bracis-19029	317	12	scholar	scholar	NOUN
bracis-19029	317	13	  	  	SPACE
bracis-19029	317	14	watson	watson	PROPN
bracis-19029	317	15	,	,	PUNCT
bracis-19029	317	16	j.p	j.p	PROPN
bracis-19029	317	17	.	.	PROPN
bracis-19029	317	18	,	,	PUNCT
bracis-19029	317	19	barbulescu	barbulescu	PROPN
bracis-19029	317	20	,	,	PUNCT
bracis-19029	317	21	l.	l.	PROPN
bracis-19029	317	22	,	,	PUNCT
bracis-19029	317	23	howe	howe	PROPN
bracis-19029	317	24	,	,	PUNCT
bracis-19029	317	25	a.e	a.e	PROPN
bracis-19029	317	26	.	.	PROPN
bracis-19029	317	27	,	,	PUNCT
bracis-19029	317	28	whitley	whitley	PROPN
bracis-19029	317	29	,	,	PUNCT
bracis-19029	317	30	l.d	l.d	PROPN
bracis-19029	317	31	.	.	PROPN
bracis-19029	317	32	:	:	PUNCT
bracis-19029	317	33	algorithm	algorithm	NOUN
bracis-19029	317	34	performance	performance	NOUN
bracis-19029	317	35	and	and	CCONJ
bracis-19029	317	36	problem	problem	NOUN
bracis-19029	317	37	structure	structure	NOUN
bracis-19029	317	38	for	for	ADP
bracis-19029	317	39	flow	flow	NOUN
bracis-19029	317	40	-	-	PUNCT
bracis-19029	317	41	shop	shop	NOUN
bracis-19029	317	42	scheduling	scheduling	NOUN
bracis-19029	317	43	.	.	PUNCT
bracis-19029	318	1	in	in	ADP
bracis-19029	318	2	:	:	PUNCT
bracis-19029	318	3	aaai	aaai	PROPN
bracis-19029	318	4	/	/	SYM
bracis-19029	318	5	iaai	iaai	PROPN
bracis-19029	318	6	,	,	PUNCT
bracis-19029	318	7	pp	pp	ADJ
bracis-19029	318	8	.	.	PUNCT
bracis-19029	319	1	688–695	688–695	NUM
bracis-19029	319	2	.	.	PUNCT
bracis-19029	320	1	american	american	PROPN
bracis-19029	320	2	association	association	PROPN
bracis-19029	320	3	for	for	ADP
bracis-19029	320	4	artificial	artificial	ADJ
bracis-19029	320	5	intelligence	intelligence	NOUN
bracis-19029	320	6	,	,	PUNCT
bracis-19029	320	7	menlo	menlo	NOUN
bracis-19029	320	8	park	park	NOUN
bracis-19029	320	9	,	,	PUNCT
bracis-19029	320	10	ca	ca	PROPN
bracis-19029	320	11	,	,	PUNCT
bracis-19029	320	12	usa	usa	PROPN
bracis-19029	320	13	(	(	PUNCT
bracis-19029	320	14	1999	1999	NUM
bracis-19029	320	15	)	)	PUNCT
bracis-19029	320	16	google	google	PROPN
bracis-19029	320	17	scholar	scholar	NOUN
bracis-19029	320	18	  	  	SPACE
bracis-19029	320	19	yahyaoui	yahyaoui	PROPN
bracis-19029	320	20	,	,	PUNCT
bracis-19029	320	21	h.	h.	PROPN
bracis-19029	320	22	,	,	PUNCT
bracis-19029	320	23	krichen	krichen	PROPN
bracis-19029	320	24	,	,	PUNCT
bracis-19029	320	25	s.	s.	PROPN
bracis-19029	320	26	,	,	PUNCT
bracis-19029	320	27	derbel	derbel	PROPN
bracis-19029	320	28	,	,	PUNCT
bracis-19029	320	29	b.	b.	PROPN
bracis-19029	320	30	,	,	PUNCT
bracis-19029	320	31	talbi	talbi	PROPN
bracis-19029	320	32	,	,	PUNCT
bracis-19029	320	33	e.g.	e.g.	ADV
bracis-19029	320	34	:	:	PUNCT
bracis-19029	320	35	a	a	DET
bracis-19029	320	36	hybrid	hybrid	ADJ
bracis-19029	320	37	ils	ils	NOUN
bracis-19029	320	38	-	-	ADJ
bracis-19029	320	39	vnd	vnd	PROPN
bracis-19029	320	40	based	base	VERB
bracis-19029	320	41	hyper	hyper	NOUN
bracis-19029	320	42	-	-	NOUN
bracis-19029	320	43	heuristic	heuristic	NOUN
bracis-19029	320	44	for	for	ADP
bracis-19029	320	45	permutation	permutation	NOUN
bracis-19029	320	46	flowshop	flowshop	NOUN
bracis-19029	320	47	scheduling	scheduling	NOUN
bracis-19029	320	48	problem	problem	NOUN
bracis-19029	320	49	.	.	PUNCT
bracis-19029	321	1	procedia	procedia	PROPN
bracis-19029	321	2	comput	comput	PROPN
bracis-19029	321	3	.	.	PUNCT
bracis-19029	322	1	sci	sci	PROPN
bracis-19029	322	2	.	.	PROPN
bracis-19029	322	3	60	60	NUM
bracis-19029	322	4	,	,	PUNCT
bracis-19029	322	5	632–641	632–641	NUM
bracis-19029	322	6	(	(	PUNCT
bracis-19029	322	7	2015	2015	NUM
bracis-19029	322	8	)	)	PUNCT
bracis-19029	322	9	.	.	PUNCT
bracis-19029	323	1	https://doi.org/10.1016/j.procs.2015.08.199	https://doi.org/10.1016/j.procs.2015.08.199	PROPN
bracis-19029	323	2	article	article	NOUN
bracis-19029	323	3	  	  	SPACE
bracis-19029	323	4	google	google	PROPN
bracis-19029	323	5	scholar	scholar	NOUN
bracis-19029	323	6	  	  	SPACE
bracis-19029	323	7	zhang	zhang	PROPN
bracis-19029	323	8	,	,	PUNCT
bracis-19029	323	9	l.	l.	PROPN
bracis-19029	323	10	,	,	PUNCT
bracis-19029	323	11	wang	wang	PROPN
bracis-19029	323	12	,	,	PUNCT
bracis-19029	323	13	l.	l.	PROPN
bracis-19029	323	14	,	,	PUNCT
bracis-19029	323	15	zheng	zheng	PROPN
bracis-19029	323	16	,	,	PUNCT
bracis-19029	323	17	d.z	d.z	PROPN
bracis-19029	323	18	.	.	PROPN
bracis-19029	323	19	:	:	PUNCT
bracis-19029	324	1	an	an	DET
bracis-19029	324	2	adaptive	adaptive	ADJ
bracis-19029	324	3	genetic	genetic	ADJ
bracis-19029	324	4	algorithm	algorithm	NOUN
bracis-19029	324	5	with	with	ADP
bracis-19029	324	6	multiple	multiple	ADJ
bracis-19029	324	7	operators	operator	NOUN
bracis-19029	324	8	for	for	ADP
bracis-19029	324	9	flowshop	flowshop	ADJ
bracis-19029	324	10	scheduling	scheduling	NOUN
bracis-19029	324	11	.	.	PUNCT
bracis-19029	325	1	int	int	NOUN
bracis-19029	325	2	.	.	PUNCT
bracis-19029	326	1	j.	j.	PROPN
bracis-19029	326	2	adv	adv	PROPN
bracis-19029	326	3	.	.	PUNCT
bracis-19029	327	1	manuf	manuf	PROPN
bracis-19029	327	2	.	.	PUNCT
bracis-19029	328	1	technol	technol	NOUN
bracis-19029	328	2	.	.	PUNCT
bracis-19029	329	1	27(5–6	27(5–6	NUM
bracis-19029	329	2	)	)	PUNCT
bracis-19029	329	3	,	,	PUNCT
bracis-19029	329	4	580–587	580–587	NUM
bracis-19029	329	5	(	(	PUNCT
bracis-19029	329	6	2006	2006	NUM
bracis-19029	329	7	)	)	PUNCT
bracis-19029	329	8	.	.	PUNCT
bracis-19029	330	1	https://doi.org/10.1007/s00170-004-2223-3	https://doi.org/10.1007/s00170-004-2223-3	NUM
bracis-19029	330	2	article	article	NOUN
bracis-19029	330	3	  	  	SPACE
bracis-19029	330	4	google	google	PROPN
bracis-19029	330	5	scholar	scholar	NOUN
bracis-19029	330	6	  	  	SPACE
bracis-19029	330	7	download	download	NOUN
bracis-19029	330	8	references	reference	NOUN
bracis-19029	330	9	acknowledgment	acknowledgment	NOUN
bracis-19029	330	10	m.	m.	NOUN
bracis-19029	330	11	delgado	delgado	PROPN
bracis-19029	330	12	acknowledges	acknowledge	VERB
bracis-19029	330	13	cnpq	cnpq	NOUN
bracis-19029	330	14	(	(	PUNCT
bracis-19029	330	15	grants	grant	NOUN
bracis-19029	330	16	439226/2018	439226/2018	NUM
bracis-19029	330	17	-	-	SYM
bracis-19029	330	18	0	0	NUM
bracis-19029	330	19	,	,	PUNCT
bracis-19029	330	20	314699/2020	314699/2020	NUM
bracis-19029	330	21	-	-	SYM
bracis-19029	330	22	1	1	NUM
bracis-19029	330	23	)	)	PUNCT
bracis-19029	330	24	for	for	ADP
bracis-19029	330	25	her	her	PRON
bracis-19029	330	26	partial	partial	ADJ
bracis-19029	330	27	financial	financial	ADJ
bracis-19029	330	28	support	support	NOUN
bracis-19029	330	29	.	.	PUNCT
bracis-19029	331	1	author	author	NOUN
bracis-19029	331	2	information	information	NOUN
bracis-19029	331	3	authors	author	NOUN
bracis-19029	331	4	and	and	CCONJ
bracis-19029	331	5	affiliations	affiliation	NOUN
bracis-19029	331	6	cpgei	cpgei	VERB
bracis-19029	331	7	universidade	universidade	PROPN
bracis-19029	331	8	tecnológica	tecnológica	PROPN
bracis-19029	331	9	federal	federal	PROPN
bracis-19029	331	10	do	do	AUX
bracis-19029	331	11	paraná	paraná	PROPN
bracis-19029	331	12	,	,	PUNCT
bracis-19029	331	13	curitiba	curitiba	PROPN
bracis-19029	331	14	,	,	PUNCT
bracis-19029	331	15	brazil	brazil	PROPN
bracis-19029	331	16	lucas	lucas	PROPN
bracis-19029	331	17	marcondes	marcondes	PROPN
bracis-19029	331	18	pavelski	pavelski	PROPN
bracis-19029	331	19	 	 	SPACE
bracis-19029	331	20	&	&	CCONJ
bracis-19029	331	21	 	 	SPACE
bracis-19029	331	22	myriam	myriam	PROPN
bracis-19029	331	23	delgado	delgado	PROPN
bracis-19029	331	24	cristal	cristal	PROPN
bracis-19029	331	25	univ	univ	PROPN
bracis-19029	331	26	.	.	PUNCT
bracis-19029	331	27	lille	lille	PROPN
bracis-19029	331	28	,	,	PUNCT
bracis-19029	331	29	cnrs	cnrs	VERB
bracis-19029	331	30	centrale	centrale	ADJ
bracis-19029	331	31	lille	lille	X
bracis-19029	331	32	umr	umr	ADP
bracis-19029	331	33	9189	9189	NUM
bracis-19029	331	34	,	,	PUNCT
bracis-19029	331	35	59000	59000	NUM
bracis-19029	331	36	,	,	PUNCT
bracis-19029	331	37	lille	lille	PROPN
bracis-19029	331	38	,	,	PUNCT
bracis-19029	331	39	france	france	PROPN
bracis-19029	331	40	marie	marie	PROPN
bracis-19029	331	41	-	-	PUNCT
bracis-19029	331	42	éléonore	éléonore	PROPN
bracis-19029	331	43	kessaci	kessaci	NOUN
bracis-19029	331	44	authors	author	NOUN
bracis-19029	331	45	lucas	lucas	PROPN
bracis-19029	331	46	marcondes	marconde	NOUN
bracis-19029	331	47	pavelskiview	pavelskiview	PROPN
bracis-19029	331	48	author	author	NOUN
bracis-19029	331	49	publications	publication	NOUN
bracis-19029	331	50	search	search	NOUN
bracis-19029	331	51	author	author	NOUN
bracis-19029	331	52	on	on	ADP
bracis-19029	331	53	:	:	PUNCT
bracis-19029	331	54	pubmed	pubmed	PROPN
bracis-19029	331	55	 	 	SPACE
bracis-19029	331	56	google	google	PROPN
bracis-19029	331	57	scholar	scholar	PROPN
bracis-19029	331	58	marie	marie	PROPN
bracis-19029	331	59	-	-	PUNCT
bracis-19029	331	60	éléonore	éléonore	PROPN
bracis-19029	331	61	kessaciview	kessaciview	NOUN
bracis-19029	331	62	author	author	NOUN
bracis-19029	331	63	publications	publication	NOUN
bracis-19029	331	64	search	search	NOUN
bracis-19029	331	65	author	author	NOUN
bracis-19029	331	66	on	on	ADP
bracis-19029	331	67	:	:	PUNCT
bracis-19029	331	68	pubmed	pubmed	PROPN
bracis-19029	331	69	 	 	SPACE
bracis-19029	331	70	google	google	PROPN
bracis-19029	331	71	scholar	scholar	NOUN
bracis-19029	331	72	myriam	myriam	PROPN
bracis-19029	331	73	delgadoview	delgadoview	PROPN
bracis-19029	331	74	author	author	NOUN
bracis-19029	331	75	publications	publication	NOUN
bracis-19029	331	76	search	search	NOUN
bracis-19029	331	77	author	author	NOUN
bracis-19029	331	78	on	on	ADP
bracis-19029	331	79	:	:	PUNCT
bracis-19029	331	80	pubmed	pubmed	PROPN
bracis-19029	331	81	 	 	SPACE
bracis-19029	331	82	google	google	PROPN
bracis-19029	331	83	scholar	scholar	NOUN
bracis-19029	331	84	corresponding	correspond	VERB
bracis-19029	331	85	author	author	NOUN
bracis-19029	331	86	correspondence	correspondence	NOUN
bracis-19029	331	87	to	to	ADP
bracis-19029	331	88	lucas	lucas	PROPN
bracis-19029	331	89	marcondes	marcondes	PROPN
bracis-19029	331	90	pavelski	pavelski	PROPN
bracis-19029	331	91	.	.	PUNCT
bracis-19029	332	1	editor	editor	NOUN
bracis-19029	332	2	information	information	NOUN
bracis-19029	332	3	editors	editor	NOUN
bracis-19029	332	4	and	and	CCONJ
bracis-19029	332	5	affiliations	affiliation	NOUN
bracis-19029	332	6	universidade	universidade	PROPN
bracis-19029	332	7	federal	federal	PROPN
bracis-19029	332	8	de	de	X
bracis-19029	332	9	sergipe	sergipe	PROPN
bracis-19029	332	10	,	,	PUNCT
bracis-19029	332	11	são	são	NOUN
bracis-19029	332	12	cristóvão	cristóvão	PROPN
bracis-19029	332	13	,	,	PUNCT
bracis-19029	332	14	brazil	brazil	PROPN
bracis-19029	332	15	andré	andré	PROPN
bracis-19029	332	16	britto	britto	PROPN
bracis-19029	332	17	universidade	universidade	PROPN
bracis-19029	332	18	de	de	PROPN
bracis-19029	332	19	são	são	PROPN
bracis-19029	332	20	paulo	paulo	PROPN
bracis-19029	332	21	,	,	PUNCT
bracis-19029	332	22	são	são	PROPN
bracis-19029	332	23	paulo	paulo	PROPN
bracis-19029	332	24	,	,	PUNCT
bracis-19029	332	25	brazil	brazil	PROPN
bracis-19029	332	26	karina	karina	PROPN
bracis-19029	332	27	valdivia	valdivia	PROPN
bracis-19029	332	28	delgado	delgado	VERB
bracis-19029	332	29	rights	right	NOUN
bracis-19029	332	30	and	and	CCONJ
bracis-19029	332	31	permissions	permission	NOUN
bracis-19029	332	32	reprints	reprint	NOUN
bracis-19029	332	33	and	and	CCONJ
bracis-19029	332	34	permissions	permission	VERB
bracis-19029	332	35	copyright	copyright	NOUN
bracis-19029	332	36	information	information	NOUN
bracis-19029	332	37	©	©	PROPN
bracis-19029	332	38	2021	2021	NUM
bracis-19029	332	39	springer	springer	NOUN
bracis-19029	332	40	nature	nature	NOUN
bracis-19029	332	41	switzerland	switzerland	PROPN
bracis-19029	332	42	ag	ag	PROPN
bracis-19029	332	43	about	about	ADP
bracis-19029	332	44	this	this	DET
bracis-19029	332	45	paper	paper	NOUN
bracis-19029	332	46	cite	cite	VERB
bracis-19029	332	47	this	this	DET
bracis-19029	332	48	paper	paper	NOUN
bracis-19029	332	49	pavelski	pavelski	NOUN
bracis-19029	332	50	,	,	PUNCT
bracis-19029	332	51	l.m	l.m	PROPN
bracis-19029	332	52	.	.	PROPN
bracis-19029	332	53	,	,	PUNCT
bracis-19029	332	54	kessaci	kessaci	PROPN
bracis-19029	332	55	,	,	PUNCT
bracis-19029	332	56	mé	mé	PROPN
bracis-19029	332	57	.	.	PROPN
bracis-19029	332	58	,	,	PUNCT
bracis-19029	332	59	delgado	delgado	PROPN
bracis-19029	332	60	,	,	PUNCT
bracis-19029	332	61	m.	m.	NOUN
bracis-19029	332	62	(	(	PUNCT
bracis-19029	332	63	2021	2021	NUM
bracis-19029	332	64	)	)	PUNCT
bracis-19029	332	65	.	.	PUNCT
bracis-19029	333	1	dynamic	dynamic	ADJ
bracis-19029	333	2	learning	learning	NOUN
bracis-19029	333	3	in	in	ADP
bracis-19029	333	4	hyper	hyper	NOUN
bracis-19029	333	5	-	-	NOUN
bracis-19029	333	6	heuristics	heuristic	NOUN
bracis-19029	333	7	to	to	PART
bracis-19029	333	8	solve	solve	VERB
bracis-19029	333	9	flowshop	flowshop	ADJ
bracis-19029	333	10	problems	problem	NOUN
bracis-19029	333	11	.	.	PUNCT
bracis-19029	334	1	in	in	ADP
bracis-19029	334	2	:	:	PUNCT
bracis-19029	334	3	britto	britto	PROPN
bracis-19029	334	4	,	,	PUNCT
bracis-19029	334	5	a.	a.	PROPN
bracis-19029	334	6	,	,	PUNCT
bracis-19029	334	7	valdivia	valdivia	PROPN
bracis-19029	334	8	delgado	delgado	PROPN
bracis-19029	334	9	,	,	PUNCT
bracis-19029	334	10	k.	k.	PROPN
bracis-19029	334	11	(	(	PUNCT
bracis-19029	334	12	eds	eds	PROPN
bracis-19029	334	13	)	)	PUNCT
bracis-19029	334	14	intelligent	intelligent	ADJ
bracis-19029	334	15	systems	system	NOUN
bracis-19029	334	16	.	.	PUNCT
bracis-19029	335	1	bracis	bracis	PROPN
bracis-19029	335	2	2021	2021	NUM
bracis-19029	335	3	.	.	PUNCT
bracis-19029	336	1	lecture	lecture	NOUN
bracis-19029	336	2	notes	note	NOUN
bracis-19029	336	3	in	in	ADP
bracis-19029	336	4	computer	computer	NOUN
bracis-19029	336	5	science	science	NOUN
bracis-19029	336	6	(	(	PUNCT
bracis-19029	336	7	)	)	PUNCT
bracis-19029	336	8	,	,	PUNCT
bracis-19029	336	9	vol	vol	NOUN
bracis-19029	336	10	13073	13073	NUM
bracis-19029	336	11	.	.	PUNCT
bracis-19029	337	1	springer	springer	NOUN
bracis-19029	337	2	,	,	PUNCT
bracis-19029	337	3	cham	cham	PROPN
bracis-19029	337	4	.	.	PUNCT
bracis-19029	338	1	https://doi.org/10.1007/978-3-030-91702-9_11	https://doi.org/10.1007/978-3-030-91702-9_11	PROPN
bracis-19029	338	2	download	download	NOUN
bracis-19029	338	3	citation	citation	NOUN
bracis-19029	338	4	.ris	.ris	PUNCT
bracis-19029	339	1	.enw	.enw	PROPN
bracis-19029	339	2	.bib	.bib	PUNCT
bracis-19029	340	1	doi	doi	PROPN
bracis-19029	340	2	:	:	PUNCT
bracis-19029	340	3	https://doi.org/10.1007/978-3-030-91702-9_11	https://doi.org/10.1007/978-3-030-91702-9_11	AUX
bracis-19029	340	4	published	publish	VERB
bracis-19029	340	5	:	:	PUNCT
bracis-19029	340	6	28	28	NUM
bracis-19029	340	7	november	november	PROPN
bracis-19029	340	8	2021	2021	NUM
bracis-19029	340	9	publisher	publisher	NOUN
bracis-19029	340	10	name	name	NOUN
bracis-19029	340	11	:	:	PUNCT
bracis-19029	340	12	springer	springer	NOUN
bracis-19029	340	13	,	,	PUNCT
bracis-19029	340	14	cham	cham	PROPN
bracis-19029	340	15	print	print	PROPN
bracis-19029	340	16	isbn	isbn	PROPN
bracis-19029	340	17	:	:	PUNCT
bracis-19029	340	18	978	978	NUM
bracis-19029	340	19	-	-	SYM
bracis-19029	340	20	3	3	NUM
bracis-19029	340	21	-	-	PUNCT
bracis-19029	340	22	030	030	NUM
bracis-19029	340	23	-	-	PUNCT
bracis-19029	340	24	91701	91701	NUM
bracis-19029	340	25	-	-	SYM
bracis-19029	340	26	2	2	NUM
bracis-19029	340	27	online	online	ADJ
bracis-19029	340	28	isbn	isbn	NOUN
bracis-19029	340	29	:	:	PUNCT
bracis-19029	340	30	978	978	NUM
bracis-19029	340	31	-	-	SYM
bracis-19029	340	32	3	3	NUM
bracis-19029	340	33	-	-	PUNCT
bracis-19029	340	34	030	030	NUM
bracis-19029	340	35	-	-	PUNCT
bracis-19029	340	36	91702	91702	NUM
bracis-19029	340	37	-	-	SYM
bracis-19029	340	38	9	9	NUM
bracis-19029	340	39	ebook	ebook	NOUN
bracis-19029	340	40	packages	package	NOUN
bracis-19029	340	41	:	:	PUNCT
bracis-19029	340	42	computer	computer	NOUN
bracis-19029	340	43	sciencecomputer	sciencecomputer	NOUN
bracis-19029	340	44	science	science	NOUN
bracis-19029	340	45	(	(	PUNCT
bracis-19029	340	46	r0	r0	NOUN
bracis-19029	340	47	)	)	PUNCT
bracis-19029	340	48	share	share	VERB
bracis-19029	340	49	this	this	DET
bracis-19029	340	50	paper	paper	NOUN
bracis-19029	340	51	anyone	anyone	PRON
bracis-19029	340	52	you	you	PRON
bracis-19029	340	53	share	share	VERB
bracis-19029	340	54	the	the	DET
bracis-19029	340	55	following	follow	VERB
bracis-19029	340	56	link	link	NOUN
bracis-19029	340	57	with	with	ADP
bracis-19029	340	58	will	will	AUX
bracis-19029	340	59	be	be	AUX
bracis-19029	340	60	able	able	ADJ
bracis-19029	340	61	to	to	PART
bracis-19029	340	62	read	read	VERB
bracis-19029	340	63	this	this	DET
bracis-19029	340	64	content	content	NOUN
bracis-19029	340	65	:	:	PUNCT
bracis-19029	340	66	get	get	VERB
bracis-19029	340	67	shareable	shareable	ADJ
bracis-19029	340	68	linksorry	linksorry	NOUN
bracis-19029	340	69	,	,	PUNCT
bracis-19029	340	70	a	a	DET
bracis-19029	340	71	shareable	shareable	ADJ
bracis-19029	340	72	link	link	NOUN
bracis-19029	340	73	is	be	AUX
bracis-19029	340	74	not	not	PART
bracis-19029	340	75	currently	currently	ADV
bracis-19029	340	76	available	available	ADJ
bracis-19029	340	77	for	for	ADP
bracis-19029	340	78	this	this	DET
bracis-19029	340	79	article	article	NOUN
bracis-19029	340	80	.	.	PUNCT
bracis-19029	341	1	copy	copy	VERB
bracis-19029	341	2	shareable	shareable	ADJ
bracis-19029	341	3	link	link	NOUN
bracis-19029	341	4	to	to	PART
bracis-19029	341	5	clipboard	clipboard	NOUN
bracis-19029	341	6	provided	provide	VERB
bracis-19029	341	7	by	by	ADP
bracis-19029	341	8	the	the	DET
bracis-19029	341	9	springer	springer	NOUN
bracis-19029	341	10	nature	nature	PROPN
bracis-19029	341	11	sharedit	sharedit	PROPN
bracis-19029	341	12	content	content	NOUN
bracis-19029	341	13	-	-	PUNCT
bracis-19029	341	14	sharing	share	VERB
bracis-19029	341	15	initiative	initiative	NOUN
bracis-19029	341	16	keywords	keyword	VERB
bracis-19029	342	1	hyper	hyper	ADJ
bracis-19029	342	2	-	-	ADJ
bracis-19029	342	3	heuristic	heuristic	ADJ
bracis-19029	342	4	iterated	iterated	ADJ
bracis-19029	342	5	greedy	greedy	ADJ
bracis-19029	342	6	algorithm	algorithm	NOUN
bracis-19029	342	7	adaptive	adaptive	ADJ
bracis-19029	342	8	components	component	NOUN
bracis-19029	342	9	flowshop	flowshop	ADJ
bracis-19029	342	10	variants	variant	NOUN
bracis-19029	342	11	publish	publish	VERB
bracis-19029	342	12	with	with	ADP
bracis-19029	342	13	us	us	PROPN
bracis-19029	342	14	policies	policy	NOUN
bracis-19029	342	15	and	and	CCONJ
bracis-19029	342	16	ethics	ethic	NOUN
bracis-19029	342	17	search	search	NOUN
bracis-19029	342	18	search	search	NOUN
bracis-19029	342	19	by	by	ADP
bracis-19029	342	20	keyword	keyword	NOUN
bracis-19029	342	21	or	or	CCONJ
bracis-19029	342	22	author	author	NOUN
bracis-19029	342	23	search	search	NOUN
bracis-19029	342	24	navigation	navigation	NOUN
bracis-19029	342	25	find	find	VERB
bracis-19029	342	26	a	a	DET
bracis-19029	342	27	journal	journal	NOUN
bracis-19029	342	28	publish	publish	VERB
bracis-19029	342	29	with	with	ADP
bracis-19029	342	30	us	we	PRON
bracis-19029	342	31	track	track	VERB
bracis-19029	342	32	your	your	PRON
bracis-19029	342	33	research	research	NOUN
bracis-19029	342	34	discover	discover	VERB
bracis-19029	342	35	content	content	NOUN
bracis-19029	342	36	journals	journal	NOUN
bracis-19029	342	37	a	a	DET
bracis-19029	342	38	-	-	PUNCT
bracis-19029	342	39	z	z	NOUN
bracis-19029	342	40	books	book	NOUN
bracis-19029	342	41	a	a	DET
bracis-19029	342	42	-	-	PUNCT
bracis-19029	342	43	z	z	NOUN
bracis-19029	342	44	publish	publish	NOUN
bracis-19029	342	45	with	with	ADP
bracis-19029	342	46	us	us	PROPN
bracis-19029	342	47	journal	journal	PROPN
bracis-19029	342	48	finder	finder	PROPN
bracis-19029	342	49	publish	publish	VERB
bracis-19029	342	50	your	your	PRON
bracis-19029	342	51	research	research	NOUN
bracis-19029	342	52	language	language	NOUN
bracis-19029	342	53	editing	edit	VERB
bracis-19029	342	54	open	open	ADJ
bracis-19029	342	55	access	access	NOUN
bracis-19029	342	56	publishing	publishing	NOUN
bracis-19029	342	57	products	product	NOUN
bracis-19029	342	58	and	and	CCONJ
bracis-19029	342	59	services	service	NOUN
bracis-19029	342	60	our	our	PRON
bracis-19029	342	61	products	product	NOUN
bracis-19029	342	62	librarians	librarian	VERB
bracis-19029	342	63	societies	society	NOUN
bracis-19029	342	64	partners	partner	NOUN
bracis-19029	342	65	and	and	CCONJ
bracis-19029	342	66	advertisers	advertiser	NOUN
bracis-19029	342	67	our	our	PRON
bracis-19029	342	68	brands	brand	NOUN
bracis-19029	342	69	springer	springer	NOUN
bracis-19029	342	70	nature	nature	PROPN
bracis-19029	342	71	portfolio	portfolio	PROPN
bracis-19029	342	72	bmc	bmc	PROPN
bracis-19029	342	73	palgrave	palgrave	PROPN
bracis-19029	342	74	macmillan	macmillan	PROPN
bracis-19029	342	75	apress	apress	PROPN
bracis-19029	342	76	discover	discover	VERB
bracis-19029	342	77	your	your	PRON
bracis-19029	342	78	privacy	privacy	NOUN
bracis-19029	342	79	choices	choice	NOUN
bracis-19029	342	80	/	/	SYM
bracis-19029	342	81	manage	manage	NOUN
bracis-19029	342	82	cookies	cookie	NOUN
bracis-19029	342	83	your	your	PRON
bracis-19029	342	84	us	us	PROPN
bracis-19029	343	1	state	state	NOUN
bracis-19029	343	2	privacy	privacy	NOUN
bracis-19029	343	3	rights	right	NOUN
bracis-19029	343	4	accessibility	accessibility	NOUN
bracis-19029	343	5	statement	statement	NOUN
bracis-19029	343	6	terms	term	NOUN
bracis-19029	343	7	and	and	CCONJ
bracis-19029	343	8	conditions	condition	NOUN
bracis-19029	343	9	privacy	privacy	NOUN
bracis-19029	343	10	policy	policy	NOUN
bracis-19029	343	11	help	help	NOUN
bracis-19029	343	12	and	and	CCONJ
bracis-19029	343	13	support	support	VERB
bracis-19029	343	14	legal	legal	ADJ
bracis-19029	343	15	notice	notice	NOUN
bracis-19029	343	16	cancel	cancel	VERB
bracis-19029	343	17	contracts	contract	NOUN
bracis-19029	343	18	here	here	ADV
bracis-19029	343	19	129.74.145.123	129.74.145.123	NUM
bracis-19029	343	20	hesburgh	hesburgh	PROPN
bracis-19029	343	21	library	library	PROPN
bracis-19029	343	22	er	er	INTJ
bracis-19029	343	23	unit	unit	NOUN
bracis-19029	343	24	(	(	PUNCT
bracis-19029	343	25	3005732405	3005732405	NUM
bracis-19029	343	26	)	)	PUNCT
bracis-19029	343	27	northeast	northeast	ADJ
bracis-19029	343	28	research	research	NOUN
bracis-19029	343	29	libraries	library	NOUN
bracis-19029	343	30	(	(	PUNCT
bracis-19029	343	31	nerl	nerl	PROPN
bracis-19029	343	32	)	)	PUNCT
bracis-19029	343	33	(	(	PUNCT
bracis-19029	343	34	8200828607	8200828607	NUM
bracis-19029	343	35	)	)	PUNCT
bracis-19029	343	36	nerl	nerl	VERB
bracis-19029	343	37	ta	ta	X
bracis-19029	343	38	account	account	NOUN
bracis-19029	343	39	(	(	PUNCT
bracis-19029	343	40	3006206169	3006206169	NUM
bracis-19029	343	41	)	)	PUNCT
bracis-19029	343	42	university	university	NOUN
bracis-19029	343	43	of	of	ADP
bracis-19029	343	44	notre	notre	PROPN
bracis-19029	343	45	dame	dame	PROPN
bracis-19029	343	46	hesburgh	hesburgh	PROPN
bracis-19029	343	47	library	library	NOUN
bracis-19029	343	48	(	(	PUNCT
bracis-19029	343	49	3000184373	3000184373	NUM
bracis-19029	343	50	)	)	PUNCT
bracis-19029	344	1	©	©	ADP
bracis-19029	344	2	2025	2025	NUM
bracis-19029	344	3	springer	springer	NOUN
bracis-19029	344	4	nature	nature	NOUN