id	sid	tid	token	lemma	pos
fcis-9700	1	1	frontiers	frontier	NOUN
fcis-9700	1	2	in	in	ADP
fcis-9700	1	3	computing	computing	NOUN
fcis-9700	1	4	and	and	CCONJ
fcis-9700	1	5	intelligent	intelligent	ADJ
fcis-9700	1	6	systems	system	NOUN
fcis-9700	1	7	issn	issn	VERB
fcis-9700	1	8	:	:	PUNCT
fcis-9700	1	9	2832	2832	NUM
fcis-9700	1	10	-	-	SYM
fcis-9700	1	11	6024	6024	NUM
fcis-9700	1	12	|	|	NOUN
fcis-9700	1	13	vol	vol	NOUN
fcis-9700	1	14	.	.	PROPN
fcis-9700	2	1	4	4	NUM
fcis-9700	2	2	,	,	PUNCT
fcis-9700	2	3	no	no	INTJ
fcis-9700	2	4	.	.	NOUN
fcis-9700	2	5	2	2	NUM
fcis-9700	2	6	,	,	PUNCT
fcis-9700	2	7	2023	2023	NUM
fcis-9700	2	8	12	12	NUM
fcis-9700	2	9	nurse	nurse	NOUN
fcis-9700	2	10	scheduling	scheduling	NOUN
fcis-9700	2	11	algorithms	algorithm	NOUN
fcis-9700	2	12	based	base	VERB
fcis-9700	2	13	on	on	ADP
fcis-9700	2	14	different	different	ADJ
fcis-9700	2	15	scenarios	scenario	NOUN
fcis-9700	2	16	zhichao	zhichao	PROPN
fcis-9700	2	17	zhang	zhang	PROPN
fcis-9700	2	18	southwest	southwest	PROPN
fcis-9700	2	19	minzu	minzu	PROPN
fcis-9700	2	20	university	university	PROPN
fcis-9700	2	21	,	,	PUNCT
fcis-9700	2	22	chengdu	chengdu	PROPN
fcis-9700	2	23	610000	610000	NUM
fcis-9700	2	24	,	,	PUNCT
fcis-9700	2	25	china	china	PROPN
fcis-9700	2	26	abstract	abstract	NOUN
fcis-9700	2	27	:	:	PUNCT
fcis-9700	2	28	this	this	DET
fcis-9700	2	29	algorithm	algorithm	NOUN
fcis-9700	2	30	is	be	AUX
fcis-9700	2	31	based	base	VERB
fcis-9700	2	32	on	on	ADP
fcis-9700	2	33	a	a	DET
fcis-9700	2	34	combination	combination	NOUN
fcis-9700	2	35	of	of	ADP
fcis-9700	2	36	integer	integer	NOUN
fcis-9700	2	37	programming	programming	NOUN
fcis-9700	2	38	,	,	PUNCT
fcis-9700	2	39	genetic	genetic	ADJ
fcis-9700	2	40	algorithm	algorithm	NOUN
fcis-9700	2	41	,	,	PUNCT
fcis-9700	2	42	and	and	CCONJ
fcis-9700	2	43	decision	decision	NOUN
fcis-9700	2	44	tree	tree	NOUN
fcis-9700	2	45	to	to	PART
fcis-9700	2	46	study	study	VERB
fcis-9700	2	47	nurse	nurse	NOUN
fcis-9700	2	48	scheduling	scheduling	NOUN
fcis-9700	2	49	management	management	NOUN
fcis-9700	2	50	problems	problem	NOUN
fcis-9700	2	51	in	in	ADP
fcis-9700	2	52	different	different	ADJ
fcis-9700	2	53	scenarios	scenario	NOUN
fcis-9700	2	54	.	.	PUNCT
fcis-9700	3	1	firstly	firstly	ADV
fcis-9700	3	2	,	,	PUNCT
fcis-9700	3	3	the	the	DET
fcis-9700	3	4	usage	usage	NOUN
fcis-9700	3	5	scenarios	scenario	NOUN
fcis-9700	3	6	are	be	AUX
fcis-9700	3	7	classified	classify	VERB
fcis-9700	3	8	based	base	VERB
fcis-9700	3	9	on	on	ADP
fcis-9700	3	10	the	the	DET
fcis-9700	3	11	number	number	NOUN
fcis-9700	3	12	of	of	ADP
fcis-9700	3	13	department	department	NOUN
fcis-9700	3	14	members	member	NOUN
fcis-9700	3	15	and	and	CCONJ
fcis-9700	3	16	energy	energy	NOUN
fcis-9700	3	17	levels	level	NOUN
fcis-9700	3	18	.	.	PUNCT
fcis-9700	4	1	then	then	ADV
fcis-9700	4	2	,	,	PUNCT
fcis-9700	4	3	the	the	DET
fcis-9700	4	4	initial	initial	ADJ
fcis-9700	4	5	solution	solution	NOUN
fcis-9700	4	6	is	be	AUX
fcis-9700	4	7	obtained	obtain	VERB
fcis-9700	4	8	through	through	ADP
fcis-9700	4	9	integer	integer	NOUN
fcis-9700	4	10	programming	programming	NOUN
fcis-9700	4	11	based	base	VERB
fcis-9700	4	12	on	on	ADP
fcis-9700	4	13	information	information	NOUN
fcis-9700	4	14	such	such	ADJ
fcis-9700	4	15	as	as	ADP
fcis-9700	4	16	the	the	DET
fcis-9700	4	17	actual	actual	ADJ
fcis-9700	4	18	energy	energy	NOUN
fcis-9700	4	19	level	level	NOUN
fcis-9700	4	20	of	of	ADP
fcis-9700	4	21	nurses	nurse	NOUN
fcis-9700	4	22	in	in	ADP
fcis-9700	4	23	the	the	DET
fcis-9700	4	24	hospital	hospital	NOUN
fcis-9700	4	25	.	.	PUNCT
fcis-9700	5	1	finally	finally	ADV
fcis-9700	5	2	,	,	PUNCT
fcis-9700	5	3	genetic	genetic	ADJ
fcis-9700	5	4	algorithm	algorithm	NOUN
fcis-9700	5	5	is	be	AUX
fcis-9700	5	6	used	use	VERB
fcis-9700	5	7	to	to	PART
fcis-9700	5	8	optimize	optimize	VERB
fcis-9700	5	9	the	the	DET
fcis-9700	5	10	initial	initial	ADJ
fcis-9700	5	11	solution	solution	NOUN
fcis-9700	5	12	to	to	PART
fcis-9700	5	13	obtain	obtain	VERB
fcis-9700	5	14	a	a	DET
fcis-9700	5	15	final	final	ADJ
fcis-9700	5	16	solution	solution	NOUN
fcis-9700	5	17	that	that	PRON
fcis-9700	5	18	is	be	AUX
fcis-9700	5	19	more	more	ADJ
fcis-9700	5	20	in	in	ADP
fcis-9700	5	21	line	line	NOUN
fcis-9700	5	22	with	with	ADP
fcis-9700	5	23	practical	practical	ADJ
fcis-9700	5	24	requirements	requirement	NOUN
fcis-9700	5	25	.	.	PUNCT
fcis-9700	6	1	this	this	DET
fcis-9700	6	2	algorithm	algorithm	NOUN
fcis-9700	6	3	can	can	AUX
fcis-9700	6	4	automatically	automatically	ADV
fcis-9700	6	5	classify	classify	VERB
fcis-9700	6	6	or	or	CCONJ
fcis-9700	6	7	manually	manually	ADV
fcis-9700	6	8	set	set	VERB
fcis-9700	6	9	use	use	NOUN
fcis-9700	6	10	scenarios	scenario	NOUN
fcis-9700	6	11	,	,	PUNCT
fcis-9700	6	12	and	and	CCONJ
fcis-9700	6	13	automatically	automatically	ADV
fcis-9700	6	14	obtain	obtain	VERB
fcis-9700	6	15	shift	shift	NOUN
fcis-9700	6	16	scheduling	scheduling	NOUN
fcis-9700	6	17	information	information	NOUN
fcis-9700	6	18	by	by	ADP
fcis-9700	6	19	entering	enter	VERB
fcis-9700	6	20	personalized	personalized	ADJ
fcis-9700	6	21	parameters	parameter	NOUN
fcis-9700	6	22	,	,	PUNCT
fcis-9700	6	23	which	which	PRON
fcis-9700	6	24	can	can	AUX
fcis-9700	6	25	meet	meet	VERB
fcis-9700	6	26	the	the	DET
fcis-9700	6	27	personal	personal	ADJ
fcis-9700	6	28	shift	shift	NOUN
fcis-9700	6	29	scheduling	scheduling	NOUN
fcis-9700	6	30	needs	need	NOUN
fcis-9700	6	31	of	of	ADP
fcis-9700	6	32	nurses	nurse	NOUN
fcis-9700	6	33	to	to	ADP
fcis-9700	6	34	the	the	DET
fcis-9700	6	35	greatest	great	ADJ
fcis-9700	6	36	extent	extent	NOUN
fcis-9700	6	37	,	,	PUNCT
fcis-9700	6	38	and	and	CCONJ
fcis-9700	6	39	can	can	AUX
fcis-9700	6	40	greatly	greatly	ADV
fcis-9700	6	41	reduce	reduce	VERB
fcis-9700	6	42	the	the	DET
fcis-9700	6	43	high	high	ADJ
fcis-9700	6	44	-	-	PUNCT
fcis-9700	6	45	frequency	frequency	NOUN
fcis-9700	6	46	shift	shift	NOUN
fcis-9700	6	47	scheduling	scheduling	NOUN
fcis-9700	6	48	workload	workload	NOUN
fcis-9700	6	49	of	of	ADP
fcis-9700	6	50	matron	matron	NOUN
fcis-9700	6	51	.	.	PUNCT
fcis-9700	7	1	keywords	keyword	NOUN
fcis-9700	7	2	:	:	PUNCT
fcis-9700	7	3	integer	integer	NOUN
fcis-9700	7	4	programming	programming	NOUN
fcis-9700	7	5	;	;	PUNCT
fcis-9700	7	6	evolutionary	evolutionary	ADJ
fcis-9700	7	7	algorithms	algorithm	NOUN
fcis-9700	7	8	;	;	PUNCT
fcis-9700	7	9	decision	decision	NOUN
fcis-9700	7	10	tree	tree	NOUN
fcis-9700	7	11	;	;	PUNCT
fcis-9700	7	12	nurse	nurse	NOUN
fcis-9700	7	13	scheduling	scheduling	NOUN
fcis-9700	7	14	.	.	PUNCT
fcis-9700	8	1	1	1	X
fcis-9700	8	2	.	.	X
fcis-9700	8	3	introduction	introduction	NOUN
fcis-9700	8	4	with	with	ADP
fcis-9700	8	5	the	the	DET
fcis-9700	8	6	continuous	continuous	ADJ
fcis-9700	8	7	deepening	deepening	NOUN
fcis-9700	8	8	of	of	ADP
fcis-9700	8	9	china	china	PROPN
fcis-9700	8	10	's	's	PART
fcis-9700	8	11	medical	medical	ADJ
fcis-9700	8	12	and	and	CCONJ
fcis-9700	8	13	health	health	NOUN
fcis-9700	8	14	system	system	NOUN
fcis-9700	8	15	reform	reform	NOUN
fcis-9700	8	16	,	,	PUNCT
fcis-9700	8	17	as	as	ADV
fcis-9700	8	18	well	well	ADV
fcis-9700	8	19	as	as	ADP
fcis-9700	8	20	the	the	DET
fcis-9700	8	21	improvement	improvement	NOUN
fcis-9700	8	22	of	of	ADP
fcis-9700	8	23	the	the	DET
fcis-9700	8	24	medical	medical	ADJ
fcis-9700	8	25	and	and	CCONJ
fcis-9700	8	26	health	health	NOUN
fcis-9700	8	27	system	system	NOUN
fcis-9700	8	28	and	and	CCONJ
fcis-9700	8	29	the	the	DET
fcis-9700	8	30	various	various	ADJ
fcis-9700	8	31	needs	need	NOUN
fcis-9700	8	32	of	of	ADP
fcis-9700	8	33	patients	patient	NOUN
fcis-9700	8	34	,	,	PUNCT
fcis-9700	8	35	hospitals	hospital	NOUN
fcis-9700	8	36	need	need	VERB
fcis-9700	8	37	to	to	PART
fcis-9700	8	38	meet	meet	VERB
fcis-9700	8	39	the	the	DET
fcis-9700	8	40	needs	need	NOUN
fcis-9700	8	41	of	of	ADP
fcis-9700	8	42	various	various	ADJ
fcis-9700	8	43	patients	patient	NOUN
fcis-9700	8	44	as	as	ADV
fcis-9700	8	45	much	much	ADV
fcis-9700	8	46	as	as	ADP
fcis-9700	8	47	possible	possible	ADJ
fcis-9700	8	48	with	with	ADP
fcis-9700	8	49	limited	limited	ADJ
fcis-9700	8	50	medical	medical	ADJ
fcis-9700	8	51	resources	resource	NOUN
fcis-9700	8	52	.	.	PUNCT
fcis-9700	9	1	the	the	DET
fcis-9700	9	2	workload	workload	NOUN
fcis-9700	9	3	of	of	ADP
fcis-9700	9	4	medical	medical	ADJ
fcis-9700	9	5	workers	worker	NOUN
fcis-9700	9	6	is	be	AUX
fcis-9700	9	7	becoming	become	VERB
fcis-9700	9	8	increasingly	increasingly	ADV
fcis-9700	9	9	huge	huge	ADJ
fcis-9700	9	10	,	,	PUNCT
fcis-9700	9	11	and	and	CCONJ
fcis-9700	9	12	many	many	ADJ
fcis-9700	9	13	hospitals	hospital	NOUN
fcis-9700	9	14	use	use	VERB
fcis-9700	9	15	manual	manual	ADJ
fcis-9700	9	16	methods	method	NOUN
fcis-9700	9	17	for	for	ADP
fcis-9700	9	18	nurse	nurse	NOUN
fcis-9700	9	19	scheduling	scheduling	NOUN
fcis-9700	9	20	.	.	PUNCT
fcis-9700	10	1	relying	rely	VERB
fcis-9700	10	2	solely	solely	ADV
fcis-9700	10	3	on	on	ADP
fcis-9700	10	4	the	the	DET
fcis-9700	10	5	past	past	ADJ
fcis-9700	10	6	experience	experience	NOUN
fcis-9700	10	7	of	of	ADP
fcis-9700	10	8	managers	manager	NOUN
fcis-9700	10	9	not	not	PART
fcis-9700	10	10	only	only	ADV
fcis-9700	10	11	has	have	VERB
fcis-9700	10	12	low	low	ADJ
fcis-9700	10	13	efficiency	efficiency	NOUN
fcis-9700	10	14	,	,	PUNCT
fcis-9700	10	15	but	but	CCONJ
fcis-9700	10	16	also	also	ADV
fcis-9700	10	17	can	can	AUX
fcis-9700	10	18	not	not	PART
fcis-9700	10	19	achieve	achieve	VERB
fcis-9700	10	20	fairness	fairness	NOUN
fcis-9700	10	21	and	and	CCONJ
fcis-9700	10	22	justice	justice	NOUN
fcis-9700	10	23	,	,	PUNCT
fcis-9700	10	24	it	it	PRON
fcis-9700	10	25	can	can	AUX
fcis-9700	10	26	no	no	ADV
fcis-9700	10	27	longer	long	ADV
fcis-9700	10	28	meet	meet	VERB
fcis-9700	10	29	the	the	DET
fcis-9700	10	30	growing	grow	VERB
fcis-9700	10	31	demand	demand	NOUN
fcis-9700	10	32	for	for	ADP
fcis-9700	10	33	information	information	NOUN
fcis-9700	10	34	management	management	NOUN
fcis-9700	10	35	in	in	ADP
fcis-9700	10	36	hospitals	hospital	NOUN
fcis-9700	10	37	.	.	PUNCT
fcis-9700	11	1	therefore	therefore	ADV
fcis-9700	11	2	,	,	PUNCT
fcis-9700	11	3	how	how	SCONJ
fcis-9700	11	4	to	to	PART
fcis-9700	11	5	make	make	VERB
fcis-9700	11	6	reasonable	reasonable	ADJ
fcis-9700	11	7	use	use	NOUN
fcis-9700	11	8	of	of	ADP
fcis-9700	11	9	nurse	nurse	ADJ
fcis-9700	11	10	resources	resource	NOUN
fcis-9700	11	11	has	have	AUX
fcis-9700	11	12	become	become	VERB
fcis-9700	11	13	the	the	DET
fcis-9700	11	14	focus	focus	NOUN
fcis-9700	11	15	of	of	ADP
fcis-9700	11	16	hospital	hospital	NOUN
fcis-9700	11	17	management	management	NOUN
fcis-9700	11	18	.	.	PUNCT
fcis-9700	12	1	nurse	nurse	PROPN
fcis-9700	12	2	scheduling	scheduling	NOUN
fcis-9700	12	3	is	be	AUX
fcis-9700	12	4	an	an	DET
fcis-9700	12	5	important	important	ADJ
fcis-9700	12	6	part	part	NOUN
fcis-9700	12	7	of	of	ADP
fcis-9700	12	8	nursing	nursing	NOUN
fcis-9700	12	9	management	management	NOUN
fcis-9700	12	10	,	,	PUNCT
fcis-9700	12	11	which	which	PRON
fcis-9700	12	12	is	be	AUX
fcis-9700	12	13	the	the	DET
fcis-9700	12	14	foundation	foundation	NOUN
fcis-9700	12	15	for	for	ADP
fcis-9700	12	16	completing	complete	VERB
fcis-9700	12	17	nursing	nursing	NOUN
fcis-9700	12	18	work	work	NOUN
fcis-9700	12	19	and	and	CCONJ
fcis-9700	12	20	meeting	meet	VERB
fcis-9700	12	21	the	the	DET
fcis-9700	12	22	multi	multi	ADJ
fcis-9700	12	23	-	-	ADJ
fcis-9700	12	24	dimensional	dimensional	ADJ
fcis-9700	12	25	needs	need	NOUN
fcis-9700	12	26	of	of	ADP
fcis-9700	12	27	patients	patient	NOUN
fcis-9700	12	28	[	[	X
fcis-9700	12	29	1	1	NUM
fcis-9700	12	30	]	]	PUNCT
fcis-9700	12	31	.	.	PUNCT
fcis-9700	13	1	it	it	PRON
fcis-9700	13	2	directly	directly	ADV
fcis-9700	13	3	determines	determine	VERB
fcis-9700	13	4	the	the	DET
fcis-9700	13	5	efficiency	efficiency	NOUN
fcis-9700	13	6	and	and	CCONJ
fcis-9700	13	7	quality	quality	NOUN
fcis-9700	13	8	of	of	ADP
fcis-9700	13	9	nursing	nursing	NOUN
fcis-9700	13	10	work	work	NOUN
fcis-9700	13	11	[	[	X
fcis-9700	13	12	2	2	NUM
fcis-9700	13	13	]	]	PUNCT
fcis-9700	13	14	.	.	PUNCT
fcis-9700	14	1	early	early	ADJ
fcis-9700	14	2	research	research	NOUN
fcis-9700	14	3	on	on	ADP
fcis-9700	14	4	nurse	nurse	NOUN
fcis-9700	14	5	scheduling	scheduling	NOUN
fcis-9700	14	6	can	can	AUX
fcis-9700	14	7	be	be	AUX
fcis-9700	14	8	traced	trace	VERB
fcis-9700	14	9	back	back	ADV
fcis-9700	14	10	to	to	ADP
fcis-9700	14	11	the	the	DET
fcis-9700	14	12	1960s	1960	NOUN
fcis-9700	14	13	.	.	PUNCT
fcis-9700	15	1	but	but	CCONJ
fcis-9700	15	2	in	in	ADP
fcis-9700	15	3	china	china	PROPN
fcis-9700	15	4	,	,	PUNCT
fcis-9700	15	5	the	the	DET
fcis-9700	15	6	research	research	NOUN
fcis-9700	15	7	on	on	ADP
fcis-9700	15	8	nurse	nurse	NOUN
fcis-9700	15	9	scheduling	scheduling	NOUN
fcis-9700	15	10	started	start	VERB
fcis-9700	15	11	relatively	relatively	ADV
fcis-9700	15	12	late	late	ADV
fcis-9700	15	13	.	.	PUNCT
fcis-9700	16	1	shen	shen	PROPN
fcis-9700	16	2	yindong	yindong	PROPN
fcis-9700	16	3	et	et	PROPN
fcis-9700	16	4	al	al	PROPN
fcis-9700	16	5	.	.	PROPN
fcis-9700	16	6	solved	solve	VERB
fcis-9700	16	7	the	the	DET
fcis-9700	16	8	scheduling	scheduling	NOUN
fcis-9700	16	9	problem	problem	NOUN
fcis-9700	16	10	of	of	ADP
fcis-9700	16	11	28	28	NUM
fcis-9700	16	12	nurses	nurse	NOUN
fcis-9700	16	13	within	within	ADP
fcis-9700	16	14	a	a	DET
fcis-9700	16	15	week	week	NOUN
fcis-9700	16	16	by	by	ADP
fcis-9700	16	17	designing	design	VERB
fcis-9700	16	18	a	a	DET
fcis-9700	16	19	series	series	NOUN
fcis-9700	16	20	of	of	ADP
fcis-9700	16	21	dynamic	dynamic	ADJ
fcis-9700	16	22	transformation	transformation	NOUN
fcis-9700	16	23	rules	rule	NOUN
fcis-9700	16	24	and	and	CCONJ
fcis-9700	16	25	solving	solve	VERB
fcis-9700	16	26	a	a	DET
fcis-9700	16	27	constrained	constrained	ADJ
fcis-9700	16	28	nurse	nurse	NOUN
fcis-9700	16	29	scheduling	scheduling	NOUN
fcis-9700	16	30	model[3	model[3	PROPN
fcis-9700	16	31	]	]	PUNCT
fcis-9700	16	32	.	.	PUNCT
fcis-9700	17	1	warner	warner	PROPN
fcis-9700	18	1	[	[	X
fcis-9700	18	2	4,5	4,5	NUM
fcis-9700	18	3	]	]	PUNCT
fcis-9700	18	4	developed	develop	VERB
fcis-9700	18	5	a	a	DET
fcis-9700	18	6	mathematical	mathematical	ADJ
fcis-9700	18	7	planning	planning	NOUN
fcis-9700	18	8	model	model	NOUN
fcis-9700	18	9	for	for	ADP
fcis-9700	18	10	the	the	DET
fcis-9700	18	11	scheduling	scheduling	NOUN
fcis-9700	18	12	of	of	ADP
fcis-9700	18	13	recurrent	recurrent	ADJ
fcis-9700	18	14	nurses	nurse	NOUN
fcis-9700	18	15	based	base	VERB
fcis-9700	18	16	on	on	ADP
fcis-9700	18	17	the	the	DET
fcis-9700	18	18	original	original	ADJ
fcis-9700	18	19	nurse	nurse	NOUN
fcis-9700	18	20	scheduling	scheduling	NOUN
fcis-9700	18	21	model	model	NOUN
fcis-9700	18	22	.	.	PUNCT
fcis-9700	19	1	warner	warner	PROPN
fcis-9700	19	2	's	's	PART
fcis-9700	19	3	model	model	NOUN
fcis-9700	19	4	aims	aim	VERB
fcis-9700	19	5	to	to	PART
fcis-9700	19	6	reduce	reduce	VERB
fcis-9700	19	7	nurses	nurse	NOUN
fcis-9700	19	8	'	'	PART
fcis-9700	19	9	complaints	complaint	NOUN
fcis-9700	19	10	about	about	ADP
fcis-9700	19	11	scheduling	scheduling	NOUN
fcis-9700	19	12	.	.	PUNCT
fcis-9700	20	1	during	during	ADP
fcis-9700	20	2	the	the	DET
fcis-9700	20	3	implementation	implementation	NOUN
fcis-9700	20	4	process	process	NOUN
fcis-9700	20	5	,	,	PUNCT
fcis-9700	20	6	it	it	PRON
fcis-9700	20	7	was	be	AUX
fcis-9700	20	8	considered	consider	VERB
fcis-9700	20	9	how	how	SCONJ
fcis-9700	20	10	to	to	PART
fcis-9700	20	11	minimize	minimize	VERB
fcis-9700	20	12	the	the	DET
fcis-9700	20	13	cost	cost	NOUN
fcis-9700	20	14	caused	cause	VERB
fcis-9700	20	15	by	by	ADP
fcis-9700	20	16	the	the	DET
fcis-9700	20	17	shortage	shortage	NOUN
fcis-9700	20	18	of	of	ADP
fcis-9700	20	19	nurses	nurse	NOUN
fcis-9700	20	20	due	due	ADP
fcis-9700	20	21	to	to	ADP
fcis-9700	20	22	the	the	DET
fcis-9700	20	23	minimum	minimum	ADJ
fcis-9700	20	24	number	number	NOUN
fcis-9700	20	25	of	of	ADP
fcis-9700	20	26	registered	register	VERB
fcis-9700	20	27	nurses	nurse	NOUN
fcis-9700	20	28	,	,	PUNCT
fcis-9700	20	29	professional	professional	ADJ
fcis-9700	20	30	nurses	nurse	NOUN
fcis-9700	20	31	,	,	PUNCT
fcis-9700	20	32	and	and	CCONJ
fcis-9700	20	33	all	all	DET
fcis-9700	20	34	personnel	personnel	NOUN
fcis-9700	20	35	working	work	VERB
fcis-9700	20	36	on	on	ADP
fcis-9700	20	37	shifts	shift	NOUN
fcis-9700	20	38	of	of	ADP
fcis-9700	20	39	34	34	NUM
fcis-9700	20	40	days	day	NOUN
fcis-9700	20	41	per	per	ADP
fcis-9700	20	42	week	week	NOUN
fcis-9700	20	43	.	.	PUNCT
fcis-9700	21	1	the	the	DET
fcis-9700	21	2	shortened	shorten	VERB
fcis-9700	21	3	scheduling	scheduling	NOUN
fcis-9700	21	4	time	time	NOUN
fcis-9700	21	5	makes	make	VERB
fcis-9700	21	6	it	it	PRON
fcis-9700	21	7	difficult	difficult	ADJ
fcis-9700	21	8	for	for	SCONJ
fcis-9700	21	9	the	the	DET
fcis-9700	21	10	algorithm	algorithm	NOUN
fcis-9700	21	11	to	to	PART
fcis-9700	21	12	consider	consider	VERB
fcis-9700	21	13	the	the	DET
fcis-9700	21	14	special	special	ADJ
fcis-9700	21	15	requirements	requirement	NOUN
fcis-9700	21	16	of	of	ADP
fcis-9700	21	17	nurse	nurse	NOUN
fcis-9700	21	18	scheduling	scheduling	NOUN
fcis-9700	21	19	.	.	PUNCT
fcis-9700	22	1	zeng	zeng	PROPN
fcis-9700	22	2	fenghua	fenghua	PROPN
fcis-9700	22	3	used	use	VERB
fcis-9700	22	4	integer	integer	NOUN
fcis-9700	22	5	programming	programming	NOUN
fcis-9700	22	6	and	and	CCONJ
fcis-9700	22	7	evolutionary	evolutionary	ADJ
fcis-9700	22	8	algorithm	algorithm	NOUN
fcis-9700	22	9	to	to	PART
fcis-9700	22	10	realize	realize	VERB
fcis-9700	22	11	automatic	automatic	ADJ
fcis-9700	22	12	typesetting	typesetting	NOUN
fcis-9700	22	13	,	,	PUNCT
fcis-9700	22	14	but	but	CCONJ
fcis-9700	22	15	the	the	DET
fcis-9700	22	16	conditions	condition	NOUN
fcis-9700	22	17	considered	consider	VERB
fcis-9700	22	18	were	be	AUX
fcis-9700	22	19	relatively	relatively	ADV
fcis-9700	22	20	few	few	ADJ
fcis-9700	22	21	,	,	PUNCT
fcis-9700	22	22	far	far	ADV
fcis-9700	22	23	from	from	ADP
fcis-9700	22	24	the	the	DET
fcis-9700	22	25	reality	reality	NOUN
fcis-9700	22	26	.	.	PUNCT
fcis-9700	23	1	on	on	ADP
fcis-9700	23	2	the	the	DET
fcis-9700	23	3	basis	basis	NOUN
fcis-9700	23	4	of	of	ADP
fcis-9700	23	5	zeng	zeng	PROPN
fcis-9700	23	6	fenghua	fenghua	PROPN
fcis-9700	23	7	's	's	PART
fcis-9700	23	8	algorithm	algorithm	NOUN
fcis-9700	23	9	,	,	PUNCT
fcis-9700	23	10	this	this	DET
fcis-9700	23	11	paper	paper	NOUN
fcis-9700	23	12	sorted	sort	VERB
fcis-9700	23	13	out	out	ADP
fcis-9700	23	14	the	the	DET
fcis-9700	23	15	constraint	constraint	NOUN
fcis-9700	23	16	conditions	condition	NOUN
fcis-9700	23	17	that	that	PRON
fcis-9700	23	18	are	be	AUX
fcis-9700	23	19	more	more	ADV
fcis-9700	23	20	suitable	suitable	ADJ
fcis-9700	23	21	for	for	ADP
fcis-9700	23	22	the	the	DET
fcis-9700	23	23	actual	actual	ADJ
fcis-9700	23	24	conditions	condition	NOUN
fcis-9700	23	25	of	of	ADP
fcis-9700	23	26	chinese	chinese	ADJ
fcis-9700	23	27	hospitals	hospital	NOUN
fcis-9700	23	28	through	through	ADP
fcis-9700	23	29	field	field	NOUN
fcis-9700	23	30	research	research	NOUN
fcis-9700	23	31	,	,	PUNCT
fcis-9700	23	32	and	and	CCONJ
fcis-9700	23	33	modified	modify	VERB
fcis-9700	23	34	the	the	DET
fcis-9700	23	35	more	more	ADV
fcis-9700	23	36	suitable	suitable	ADJ
fcis-9700	23	37	and	and	CCONJ
fcis-9700	23	38	customizable	customizable	ADJ
fcis-9700	23	39	objective	objective	ADJ
fcis-9700	23	40	function	function	NOUN
fcis-9700	23	41	to	to	PART
fcis-9700	23	42	solve	solve	VERB
fcis-9700	23	43	the	the	DET
fcis-9700	23	44	initial	initial	ADJ
fcis-9700	23	45	solution	solution	NOUN
fcis-9700	23	46	,	,	PUNCT
fcis-9700	23	47	which	which	PRON
fcis-9700	23	48	can	can	AUX
fcis-9700	23	49	not	not	PART
fcis-9700	23	50	only	only	ADV
fcis-9700	23	51	be	be	AUX
fcis-9700	23	52	more	more	ADV
fcis-9700	23	53	practical	practical	ADJ
fcis-9700	23	54	,	,	PUNCT
fcis-9700	23	55	but	but	CCONJ
fcis-9700	23	56	also	also	ADV
fcis-9700	23	57	reduce	reduce	VERB
fcis-9700	23	58	the	the	DET
fcis-9700	23	59	irrationality	irrationality	NOUN
fcis-9700	23	60	of	of	ADP
fcis-9700	23	61	evolutionary	evolutionary	ADJ
fcis-9700	23	62	algorithm	algorithm	NOUN
fcis-9700	23	63	that	that	PRON
fcis-9700	23	64	needs	need	VERB
fcis-9700	23	65	to	to	PART
fcis-9700	23	66	be	be	AUX
fcis-9700	23	67	corrected	correct	VERB
fcis-9700	23	68	,	,	PUNCT
fcis-9700	23	69	and	and	CCONJ
fcis-9700	23	70	improve	improve	VERB
fcis-9700	23	71	the	the	DET
fcis-9700	23	72	algorithmic	algorithmic	ADJ
fcis-9700	23	73	efficiency	efficiency	NOUN
fcis-9700	23	74	to	to	ADP
fcis-9700	23	75	a	a	DET
fcis-9700	23	76	certain	certain	ADJ
fcis-9700	23	77	extent	extent	NOUN
fcis-9700	23	78	.	.	PUNCT
fcis-9700	24	1	this	this	DET
fcis-9700	24	2	paper	paper	NOUN
fcis-9700	24	3	plans	plan	VERB
fcis-9700	24	4	to	to	PART
fcis-9700	24	5	design	design	VERB
fcis-9700	24	6	an	an	DET
fcis-9700	24	7	automatic	automatic	ADJ
fcis-9700	24	8	nurse	nurse	NOUN
fcis-9700	24	9	scheduling	scheduling	NOUN
fcis-9700	24	10	algorithm	algorithm	NOUN
fcis-9700	24	11	based	base	VERB
fcis-9700	24	12	on	on	ADP
fcis-9700	24	13	integer	integer	NOUN
fcis-9700	24	14	programming	programming	NOUN
fcis-9700	24	15	,	,	PUNCT
fcis-9700	24	16	evolutionary	evolutionary	ADJ
fcis-9700	24	17	algorithm	algorithm	NOUN
fcis-9700	24	18	and	and	CCONJ
fcis-9700	24	19	decision	decision	NOUN
fcis-9700	24	20	tree	tree	NOUN
fcis-9700	24	21	.	.	PUNCT
fcis-9700	25	1	a	a	DET
fcis-9700	25	2	reasonable	reasonable	ADJ
fcis-9700	25	3	and	and	CCONJ
fcis-9700	25	4	fair	fair	ADJ
fcis-9700	25	5	scheduling	scheduling	NOUN
fcis-9700	25	6	scheme	scheme	NOUN
fcis-9700	25	7	is	be	AUX
fcis-9700	25	8	more	more	ADV
fcis-9700	25	9	conducive	conducive	ADJ
fcis-9700	25	10	to	to	ADP
fcis-9700	25	11	nurses	nurse	NOUN
fcis-9700	25	12	to	to	PART
fcis-9700	25	13	deal	deal	VERB
fcis-9700	25	14	with	with	ADP
fcis-9700	25	15	patient	patient	ADJ
fcis-9700	25	16	needs	need	NOUN
fcis-9700	25	17	,	,	PUNCT
fcis-9700	25	18	reduce	reduce	VERB
fcis-9700	25	19	the	the	DET
fcis-9700	25	20	workload	workload	NOUN
fcis-9700	25	21	of	of	ADP
fcis-9700	25	22	nurses	nurse	NOUN
fcis-9700	25	23	to	to	PART
fcis-9700	25	24	work	work	VERB
fcis-9700	25	25	more	more	ADV
fcis-9700	25	26	attentively	attentively	ADV
fcis-9700	25	27	,	,	PUNCT
fcis-9700	25	28	and	and	CCONJ
fcis-9700	25	29	can	can	AUX
fcis-9700	25	30	also	also	ADV
fcis-9700	25	31	greatly	greatly	ADV
fcis-9700	25	32	reduce	reduce	VERB
fcis-9700	25	33	the	the	DET
fcis-9700	25	34	matron	matron	NOUN
fcis-9700	25	35	's	's	PART
fcis-9700	25	36	scheduling	scheduling	NOUN
fcis-9700	25	37	management	management	NOUN
fcis-9700	25	38	time	time	NOUN
fcis-9700	25	39	,	,	PUNCT
fcis-9700	25	40	and	and	CCONJ
fcis-9700	25	41	pay	pay	VERB
fcis-9700	25	42	more	more	ADJ
fcis-9700	25	43	attention	attention	NOUN
fcis-9700	25	44	to	to	ADP
fcis-9700	25	45	nurses	nurse	NOUN
fcis-9700	25	46	and	and	CCONJ
fcis-9700	25	47	patients	patient	NOUN
fcis-9700	25	48	;	;	PUNCT
fcis-9700	25	49	by	by	ADP
fcis-9700	25	50	using	use	VERB
fcis-9700	25	51	decision	decision	NOUN
fcis-9700	25	52	trees	tree	NOUN
fcis-9700	25	53	to	to	PART
fcis-9700	25	54	classify	classify	VERB
fcis-9700	25	55	personnel	personnel	NOUN
fcis-9700	25	56	and	and	CCONJ
fcis-9700	25	57	automatically	automatically	ADV
fcis-9700	25	58	recommend	recommend	VERB
fcis-9700	25	59	the	the	DET
fcis-9700	25	60	most	most	ADV
fcis-9700	25	61	suitable	suitable	ADJ
fcis-9700	25	62	constraint	constraint	NOUN
fcis-9700	25	63	selection	selection	NOUN
fcis-9700	25	64	,	,	PUNCT
fcis-9700	25	65	the	the	DET
fcis-9700	25	66	difficulty	difficulty	NOUN
fcis-9700	25	67	of	of	ADP
fcis-9700	25	68	usage	usage	NOUN
fcis-9700	25	69	is	be	AUX
fcis-9700	25	70	greatly	greatly	ADV
fcis-9700	25	71	reduced	reduce	VERB
fcis-9700	25	72	,	,	PUNCT
fcis-9700	25	73	achieving	achieve	VERB
fcis-9700	25	74	the	the	DET
fcis-9700	25	75	goal	goal	NOUN
fcis-9700	25	76	of	of	ADP
fcis-9700	25	77	standardized	standardized	ADJ
fcis-9700	25	78	management	management	NOUN
fcis-9700	25	79	and	and	CCONJ
fcis-9700	25	80	improving	improve	VERB
fcis-9700	25	81	work	work	NOUN
fcis-9700	25	82	efficiency	efficiency	NOUN
fcis-9700	25	83	.	.	PUNCT
fcis-9700	26	1	2	2	X
fcis-9700	26	2	.	.	X
fcis-9700	26	3	methodology	methodology	NOUN
fcis-9700	26	4	2.1	2.1	NUM
fcis-9700	26	5	.	.	PUNCT
fcis-9700	27	1	integer	integer	NOUN
fcis-9700	27	2	programming	programming	NOUN
fcis-9700	27	3	model	model	NOUN
fcis-9700	27	4	parameters	parameter	NOUN
fcis-9700	27	5	table	table	VERB
fcis-9700	27	6	1	1	NUM
fcis-9700	27	7	.	.	PUNCT
fcis-9700	28	1	parameter	parameter	NOUN
fcis-9700	28	2	definition	definition	NOUN
fcis-9700	28	3	table	table	NOUN
fcis-9700	28	4	parameter	parameter	NOUN
fcis-9700	28	5	meaning	mean	VERB
fcis-9700	28	6	m	m	PROPN
fcis-9700	28	7	,	,	PUNCT
fcis-9700	28	8	m	m	VERB
fcis-9700	28	9	m	m	VERB
fcis-9700	28	10	represents	represent	VERB
fcis-9700	28	11	a	a	DET
fcis-9700	28	12	collection	collection	NOUN
fcis-9700	28	13	of	of	ADP
fcis-9700	28	14	m	m	PROPN
fcis-9700	28	15	nurses	nurse	NOUN
fcis-9700	28	16	,	,	PUNCT
fcis-9700	28	17	m=1,2,3	m=1,2,3	X
fcis-9700	28	18	……	……	X
fcis-9700	28	19	j	j	PROPN
fcis-9700	28	20	,	,	PUNCT
fcis-9700	28	21	j	j	PROPN
fcis-9700	28	22	j	j	PROPN
fcis-9700	28	23	represents	represent	VERB
fcis-9700	28	24	the	the	DET
fcis-9700	28	25	set	set	NOUN
fcis-9700	28	26	of	of	ADP
fcis-9700	28	27	dates	date	NOUN
fcis-9700	28	28	within	within	ADP
fcis-9700	28	29	a	a	DET
fcis-9700	28	30	week	week	NOUN
fcis-9700	28	31	,	,	PUNCT
fcis-9700	28	32	j=1,2,3,4,5,6,7	j=1,2,3,4,5,6,7	ADV
fcis-9700	28	33	……	……	NOUN
fcis-9700	28	34	k	k	X
fcis-9700	28	35	,	,	PUNCT
fcis-9700	28	36	k	k	PROPN
fcis-9700	28	37	k	k	PROPN
fcis-9700	28	38	represents	represent	VERB
fcis-9700	28	39	the	the	DET
fcis-9700	28	40	set	set	NOUN
fcis-9700	28	41	of	of	ADP
fcis-9700	28	42	nursing	nursing	NOUN
fcis-9700	28	43	staff	staff	NOUN
fcis-9700	28	44	(	(	PUNCT
fcis-9700	28	45	nurses	nurse	NOUN
fcis-9700	28	46	)	)	PUNCT
fcis-9700	28	47	shift	shift	NOUN
fcis-9700	28	48	types	type	NOUN
fcis-9700	28	49	,	,	PUNCT
fcis-9700	28	50	k=1	k=1	X
fcis-9700	28	51	,	,	PUNCT
fcis-9700	28	52	2	2	NUM
fcis-9700	28	53	,	,	PUNCT
fcis-9700	28	54	3	3	NUM
fcis-9700	28	55	g	g	NOUN
fcis-9700	28	56	,	,	PUNCT
fcis-9700	28	57	g	g	PROPN
fcis-9700	28	58	g	g	PROPN
fcis-9700	28	59	represents	represent	VERB
fcis-9700	28	60	the	the	DET
fcis-9700	28	61	set	set	NOUN
fcis-9700	28	62	of	of	ADP
fcis-9700	28	63	competency	competency	NOUN
fcis-9700	28	64	levels	level	NOUN
fcis-9700	28	65	for	for	ADP
fcis-9700	28	66	nursing	nursing	NOUN
fcis-9700	28	67	staff	staff	NOUN
fcis-9700	28	68	(	(	PUNCT
fcis-9700	28	69	nurses	nurse	NOUN
fcis-9700	28	70	)	)	PUNCT
fcis-9700	28	71	,	,	PUNCT
fcis-9700	28	72	g=1,2,3,4	g=1,2,3,4	NOUN
fcis-9700	28	73	……	……	NOUN
fcis-9700	28	74	nightmax	nightmax	NOUN
fcis-9700	28	75	the	the	DET
fcis-9700	28	76	maximum	maximum	ADJ
fcis-9700	28	77	number	number	NOUN
fcis-9700	28	78	of	of	ADP
fcis-9700	28	79	night	night	NOUN
fcis-9700	28	80	shifts	shift	NOUN
fcis-9700	28	81	per	per	ADP
fcis-9700	28	82	nurse	nurse	NOUN
fcis-9700	28	83	per	per	ADP
fcis-9700	28	84	week	week	NOUN
fcis-9700	28	85	daymax	daymax	ADV
fcis-9700	28	86	the	the	DET
fcis-9700	28	87	maximum	maximum	ADJ
fcis-9700	28	88	number	number	NOUN
fcis-9700	28	89	of	of	ADP
fcis-9700	28	90	night	night	NOUN
fcis-9700	28	91	shifts	shift	NOUN
fcis-9700	28	92	per	per	ADP
fcis-9700	28	93	nurse	nurse	NOUN
fcis-9700	28	94	per	per	ADP
fcis-9700	28	95	week	week	NOUN
fcis-9700	28	96	daymin	daymin	VERB
fcis-9700	28	97	minimum	minimum	ADJ
fcis-9700	28	98	number	number	NOUN
fcis-9700	28	99	of	of	ADP
fcis-9700	28	100	employees	employee	NOUN
fcis-9700	28	101	per	per	ADP
fcis-9700	28	102	day	day	NOUN
fcis-9700	28	103	weekmax	weekmax	X
fcis-9700	28	104	maximum	maximum	ADJ
fcis-9700	28	105	number	number	NOUN
fcis-9700	28	106	of	of	ADP
fcis-9700	28	107	working	work	VERB
fcis-9700	28	108	hours	hour	NOUN
fcis-9700	28	109	per	per	ADP
fcis-9700	28	110	nurse	nurse	NOUN
fcis-9700	28	111	per	per	ADP
fcis-9700	28	112	week	week	NOUN
fcis-9700	28	113	weekmin	weekmin	VERB
fcis-9700	28	114	minimum	minimum	ADJ
fcis-9700	28	115	value	value	NOUN
fcis-9700	28	116	per	per	ADP
fcis-9700	28	117	nurse	nurse	NOUN
fcis-9700	28	118	per	per	ADP
fcis-9700	28	119	week	week	NOUN
fcis-9700	28	120	y1	y1	VERB
fcis-9700	28	121	the	the	DET
fcis-9700	28	122	number	number	NOUN
fcis-9700	28	123	of	of	ADP
fcis-9700	28	124	a	a	DET
fcis-9700	28	125	shifts	shift	NOUN
fcis-9700	28	126	per	per	ADP
fcis-9700	28	127	day	day	NOUN
fcis-9700	28	128	,	,	PUNCT
fcis-9700	28	129	with	with	ADP
fcis-9700	28	130	day	day	NOUN
fcis-9700	28	131	shifts	shift	NOUN
fcis-9700	28	132	replacing	replace	VERB
fcis-9700	28	133	those	those	PRON
fcis-9700	28	134	below	below	ADP
fcis-9700	28	135	a	a	DET
fcis-9700	28	136	shifts	shift	NOUN
fcis-9700	28	137	y2	y2	NOUN
fcis-9700	28	138	number	number	NOUN
fcis-9700	28	139	of	of	ADP
fcis-9700	28	140	daily	daily	ADJ
fcis-9700	28	141	p	p	ADJ
fcis-9700	28	142	shifts	shift	NOUN
fcis-9700	28	143	,	,	PUNCT
fcis-9700	28	144	below	below	ADP
fcis-9700	28	145	p	p	NOUN
fcis-9700	28	146	shifts	shift	NOUN
fcis-9700	28	147	,	,	PUNCT
fcis-9700	28	148	use	use	NOUN
fcis-9700	28	149	before	before	ADP
fcis-9700	28	150	midnight	midnight	NOUN
fcis-9700	28	151	shift	shift	NOUN
fcis-9700	28	152	instead	instead	ADV
fcis-9700	28	153	y3	y3	ADJ
fcis-9700	28	154	number	number	NOUN
fcis-9700	28	155	of	of	ADP
fcis-9700	28	156	n	n	PRON
fcis-9700	28	157	shifts	shift	NOUN
fcis-9700	28	158	per	per	ADP
fcis-9700	28	159	day	day	NOUN
fcis-9700	28	160	,	,	PUNCT
fcis-9700	28	161	below	below	ADP
fcis-9700	28	162	n	n	PRON
fcis-9700	28	163	shifts	shift	NOUN
fcis-9700	28	164	,	,	PUNCT
fcis-9700	28	165	use	use	VERB
fcis-9700	28	166	the	the	DET
fcis-9700	28	167	small	small	ADJ
fcis-9700	28	168	hours	hour	NOUN
fcis-9700	28	169	instead	instead	ADV
fcis-9700	28	170	a	a	DET
fcis-9700	28	171	a	a	PRON
fcis-9700	28	172	represents	represent	VERB
fcis-9700	28	173	a	a	DET
fcis-9700	28	174	set	set	NOUN
fcis-9700	28	175	of	of	ADP
fcis-9700	28	176	leave	leave	NOUN
fcis-9700	28	177	requests	request	NOUN
fcis-9700	28	178	and	and	CCONJ
fcis-9700	28	179	directed	direct	VERB
fcis-9700	28	180	scheduling	scheduling	NOUN
fcis-9700	28	181	b	b	PROPN
fcis-9700	28	182	b	b	PROPN
fcis-9700	28	183	represents	represent	VERB
fcis-9700	28	184	the	the	DET
fcis-9700	28	185	set	set	NOUN
fcis-9700	28	186	of	of	ADP
fcis-9700	28	187	constraint	constraint	NOUN
fcis-9700	28	188	selection	selection	NOUN
fcis-9700	28	189	,	,	PUNCT
fcis-9700	28	190	b=1,2,3	b=1,2,3	ADJ
fcis-9700	28	191	……	……	X
fcis-9700	28	192	integer	integer	NOUN
fcis-9700	28	193	programming	programming	NOUN
fcis-9700	28	194	is	be	AUX
fcis-9700	28	195	usually	usually	ADV
fcis-9700	28	196	used	use	VERB
fcis-9700	28	197	to	to	PART
fcis-9700	28	198	solve	solve	VERB
fcis-9700	28	199	optimization	optimization	NOUN
fcis-9700	28	200	13	13	NUM
fcis-9700	28	201	problems	problem	NOUN
fcis-9700	28	202	with	with	ADP
fcis-9700	28	203	integer	integer	NOUN
fcis-9700	28	204	variables	variable	NOUN
fcis-9700	28	205	.	.	PUNCT
fcis-9700	29	1	by	by	ADP
fcis-9700	29	2	establishing	establish	VERB
fcis-9700	29	3	objective	objective	ADJ
fcis-9700	29	4	functions	function	NOUN
fcis-9700	29	5	,	,	PUNCT
fcis-9700	29	6	such	such	ADJ
fcis-9700	29	7	as	as	ADP
fcis-9700	29	8	minimizing	minimize	VERB
fcis-9700	29	9	the	the	DET
fcis-9700	29	10	number	number	NOUN
fcis-9700	29	11	of	of	ADP
fcis-9700	29	12	personnel	personnel	NOUN
fcis-9700	29	13	or	or	CCONJ
fcis-9700	29	14	working	working	NOUN
fcis-9700	29	15	time	time	NOUN
fcis-9700	29	16	,	,	PUNCT
fcis-9700	29	17	and	and	CCONJ
fcis-9700	29	18	setting	set	VERB
fcis-9700	29	19	different	different	ADJ
fcis-9700	29	20	constraints	constraint	NOUN
fcis-9700	29	21	,	,	PUNCT
fcis-9700	29	22	including	include	VERB
fcis-9700	29	23	reasonable	reasonable	ADJ
fcis-9700	29	24	resource	resource	NOUN
fcis-9700	29	25	consumption	consumption	NOUN
fcis-9700	29	26	,	,	PUNCT
fcis-9700	29	27	effective	effective	ADJ
fcis-9700	29	28	working	working	NOUN
fcis-9700	29	29	time	time	NOUN
fcis-9700	29	30	,	,	PUNCT
fcis-9700	29	31	etc	etc	X
fcis-9700	29	32	.	.	X
fcis-9700	29	33	,	,	PUNCT
fcis-9700	29	34	the	the	DET
fcis-9700	29	35	optimal	optimal	ADJ
fcis-9700	29	36	solution	solution	NOUN
fcis-9700	29	37	that	that	PRON
fcis-9700	29	38	meets	meet	VERB
fcis-9700	29	39	work	work	NOUN
fcis-9700	29	40	needs	need	NOUN
fcis-9700	29	41	is	be	AUX
fcis-9700	29	42	obtained	obtain	VERB
fcis-9700	29	43	[	[	PUNCT
fcis-9700	29	44	6	6	NUM
fcis-9700	29	45	]	]	PUNCT
fcis-9700	29	46	.	.	PUNCT
fcis-9700	30	1	the	the	DET
fcis-9700	30	2	table	table	NOUN
fcis-9700	30	3	1	1	NUM
fcis-9700	30	4	are	be	AUX
fcis-9700	30	5	the	the	DET
fcis-9700	30	6	parameters	parameter	NOUN
fcis-9700	30	7	used	use	VERB
fcis-9700	30	8	in	in	ADP
fcis-9700	30	9	this	this	DET
fcis-9700	30	10	model	model	NOUN
fcis-9700	30	11	and	and	CCONJ
fcis-9700	30	12	their	their	PRON
fcis-9700	30	13	meanings	meaning	NOUN
fcis-9700	30	14	.	.	PUNCT
fcis-9700	31	1	2.2	2.2	NUM
fcis-9700	31	2	.	.	PUNCT
fcis-9700	31	3	variables	variable	NOUN
fcis-9700	31	4	and	and	CCONJ
fcis-9700	31	5	their	their	PRON
fcis-9700	31	6	definitions	definition	NOUN
fcis-9700	31	7	,	,	PUNCT
fcis-9700	31	8	,	,	PUNCT
fcis-9700	31	9	2.3	2.3	NUM
fcis-9700	31	10	.	.	PUNCT
fcis-9700	32	1	hard	hard	ADJ
fcis-9700	32	2	constraints	constraint	NOUN
fcis-9700	32	3	hard	hard	ADJ
fcis-9700	32	4	constraints	constraint	NOUN
fcis-9700	32	5	are	be	AUX
fcis-9700	32	6	constraints	constraint	NOUN
fcis-9700	32	7	that	that	PRON
fcis-9700	32	8	must	must	AUX
fcis-9700	32	9	be	be	AUX
fcis-9700	32	10	followed	follow	VERB
fcis-9700	32	11	.	.	PUNCT
fcis-9700	33	1	1	1	X
fcis-9700	33	2	.	.	X
fcis-9700	33	3	the	the	DET
fcis-9700	33	4	maximum	maximum	ADJ
fcis-9700	33	5	number	number	NOUN
fcis-9700	33	6	of	of	ADP
fcis-9700	33	7	night	night	NOUN
fcis-9700	33	8	shift	shift	NOUN
fcis-9700	33	9	days	day	NOUN
fcis-9700	33	10	per	per	ADP
fcis-9700	33	11	person	person	NOUN
fcis-9700	33	12	per	per	ADP
fcis-9700	33	13	week	week	NOUN
fcis-9700	33	14	is	be	AUX
fcis-9700	33	15	1	1	NUM
fcis-9700	33	16	day	day	NOUN
fcis-9700	33	17	nightmax	nightmax	NOUN
fcis-9700	33	18	2	2	NUM
fcis-9700	33	19	.	.	PUNCT
fcis-9700	34	1	there	there	PRON
fcis-9700	34	2	must	must	AUX
fcis-9700	34	3	be	be	AUX
fcis-9700	34	4	a	a	DET
fcis-9700	34	5	high	high	ADJ
fcis-9700	34	6	-	-	PUNCT
fcis-9700	34	7	energy	energy	NOUN
fcis-9700	34	8	nurse	nurse	NOUN
fcis-9700	34	9	on	on	ADP
fcis-9700	34	10	duty	duty	NOUN
fcis-9700	34	11	every	every	DET
fcis-9700	34	12	day	day	NOUN
fcis-9700	34	13	on	on	ADP
fcis-9700	34	14	the	the	DET
fcis-9700	34	15	day	day	NOUN
fcis-9700	34	16	shift	shift	NOUN
fcis-9700	34	17	1	1	NUM
fcis-9700	34	18	,	,	PUNCT
fcis-9700	34	19	∀	∀	X
fcis-9700	34	20	∈	∈	NOUN
fcis-9700	34	21	3	3	X
fcis-9700	34	22	.	.	PUNCT
fcis-9700	34	23	customization	customization	NOUN
fcis-9700	34	24	of	of	ADP
fcis-9700	34	25	the	the	DET
fcis-9700	34	26	corresponding	corresponding	ADJ
fcis-9700	34	27	relationship	relationship	NOUN
fcis-9700	34	28	between	between	ADP
fcis-9700	34	29	nurse	nurse	NOUN
fcis-9700	34	30	level	level	NOUN
fcis-9700	34	31	and	and	CCONJ
fcis-9700	34	32	shift	shift	NOUN
fcis-9700	34	33	level	level	NOUN
fcis-9700	34	34	0	0	NUM
fcis-9700	34	35	,	,	PUNCT
fcis-9700	34	36	∀	∀	PUNCT
fcis-9700	34	37	∈	∈	NOUN
fcis-9700	34	38	4	4	X
fcis-9700	34	39	.	.	PUNCT
fcis-9700	34	40	setting	set	VERB
fcis-9700	34	41	of	of	ADP
fcis-9700	34	42	desired	desire	VERB
fcis-9700	34	43	vacation	vacation	NOUN
fcis-9700	34	44	and	and	CCONJ
fcis-9700	34	45	desired	desire	VERB
fcis-9700	34	46	shift	shift	VERB
fcis-9700	34	47	the	the	DET
fcis-9700	34	48	desired	desire	VERB
fcis-9700	34	49	shift	shift	NOUN
fcis-9700	34	50	is	be	AUX
fcis-9700	34	51	that	that	SCONJ
fcis-9700	34	52	nurses	nurse	NOUN
fcis-9700	34	53	must	must	AUX
fcis-9700	34	54	be	be	AUX
fcis-9700	34	55	on	on	ADP
fcis-9700	34	56	a	a	DET
fcis-9700	34	57	certain	certain	ADJ
fcis-9700	34	58	type	type	NOUN
fcis-9700	34	59	and	and	CCONJ
fcis-9700	34	60	level	level	NOUN
fcis-9700	34	61	of	of	ADP
fcis-9700	34	62	shift	shift	NOUN
fcis-9700	34	63	on	on	ADP
fcis-9700	34	64	a	a	DET
fcis-9700	34	65	certain	certain	ADJ
fcis-9700	34	66	day	day	NOUN
fcis-9700	34	67	and	and	CCONJ
fcis-9700	34	68	the	the	DET
fcis-9700	34	69	desired	desire	VERB
fcis-9700	34	70	vacation	vacation	NOUN
fcis-9700	34	71	is	be	AUX
fcis-9700	34	72	that	that	SCONJ
fcis-9700	34	73	the	the	DET
fcis-9700	34	74	nurses	nurse	NOUN
fcis-9700	34	75	must	must	AUX
fcis-9700	34	76	take	take	VERB
fcis-9700	34	77	a	a	DET
fcis-9700	34	78	day	day	NOUN
fcis-9700	34	79	off	off	ADV
fcis-9700	34	80	.	.	PUNCT
fcis-9700	35	1	1	1	NUM
fcis-9700	35	2	,	,	PUNCT
fcis-9700	35	3	0	0	NUM
fcis-9700	35	4	,	,	PUNCT
fcis-9700	35	5	∀	∀	X
fcis-9700	35	6	∈	∈	NOUN
fcis-9700	35	7	,	,	PUNCT
fcis-9700	35	8	∈	∈	PROPN
fcis-9700	35	9	,	,	PUNCT
fcis-9700	35	10	∈	∈	PROPN
fcis-9700	35	11	,	,	PUNCT
fcis-9700	35	12	∈	∈	PROPN
fcis-9700	35	13	5	5	NUM
fcis-9700	35	14	.	.	PUNCT
fcis-9700	35	15	can	can	AUX
fcis-9700	35	16	not	not	PART
fcis-9700	35	17	take	take	VERB
fcis-9700	35	18	on	on	ADP
fcis-9700	35	19	day	day	NOUN
fcis-9700	35	20	shift	shift	NOUN
fcis-9700	35	21	after	after	ADP
fcis-9700	35	22	the	the	DET
fcis-9700	35	23	small	small	ADJ
fcis-9700	35	24	hours	hour	NOUN
fcis-9700	35	25	1	1	NUM
fcis-9700	35	26	,	,	PUNCT
fcis-9700	35	27	∀	∀	X
fcis-9700	35	28	∈	∈	NOUN
fcis-9700	35	29	,	,	PUNCT
fcis-9700	35	30	∈	∈	PROPN
fcis-9700	35	31	6	6	NUM
fcis-9700	35	32	.	.	PUNCT
fcis-9700	36	1	each	each	DET
fcis-9700	36	2	person	person	NOUN
fcis-9700	36	3	can	can	AUX
fcis-9700	36	4	only	only	ADV
fcis-9700	36	5	work	work	VERB
fcis-9700	36	6	one	one	NUM
fcis-9700	36	7	shift	shift	NOUN
fcis-9700	36	8	per	per	ADP
fcis-9700	36	9	day	day	NOUN
fcis-9700	36	10	1	1	NUM
fcis-9700	36	11	,	,	PUNCT
fcis-9700	36	12	∀	∀	X
fcis-9700	36	13	∈	∈	NOUN
fcis-9700	36	14	,	,	PUNCT
fcis-9700	36	15	∈	∈	PROPN
fcis-9700	36	16	7	7	NUM
fcis-9700	36	17	.	.	PUNCT
fcis-9700	36	18	can	can	AUX
fcis-9700	36	19	not	not	PART
fcis-9700	36	20	connect	connect	VERB
fcis-9700	36	21	to	to	ADP
fcis-9700	36	22	the	the	DET
fcis-9700	36	23	day	day	NOUN
fcis-9700	36	24	shift	shift	NOUN
fcis-9700	36	25	on	on	ADP
fcis-9700	36	26	weekends	weekend	NOUN
fcis-9700	36	27	in	in	ADP
fcis-9700	36	28	the	the	DET
fcis-9700	36	29	next	next	ADJ
fcis-9700	36	30	week	week	NOUN
fcis-9700	36	31	or	or	CCONJ
fcis-9700	36	32	next	next	ADJ
fcis-9700	36	33	night	night	NOUN
fcis-9700	36	34	on	on	ADP
fcis-9700	36	35	mondays	monday	NOUN
fcis-9700	36	36	1	1	NUM
fcis-9700	36	37	,	,	PUNCT
fcis-9700	36	38	∀	∀	X
fcis-9700	36	39	∈	∈	NOUN
fcis-9700	36	40	among	among	ADP
fcis-9700	36	41	them	they	PRON
fcis-9700	36	42	,	,	PUNCT
fcis-9700	36	43	the	the	DET
fcis-9700	36	44	scheduling	scheduling	NOUN
fcis-9700	36	45	cycle	cycle	NOUN
fcis-9700	36	46	for	for	ADP
fcis-9700	36	47	a	a	DET
fcis-9700	36	48	single	single	ADJ
fcis-9700	36	49	week	week	NOUN
fcis-9700	36	50	starts	start	VERB
fcis-9700	36	51	on	on	ADP
fcis-9700	36	52	monday	monday	PROPN
fcis-9700	36	53	and	and	CCONJ
fcis-9700	36	54	ends	end	VERB
fcis-9700	36	55	on	on	ADP
fcis-9700	36	56	sunday	sunday	PROPN
fcis-9700	36	57	,	,	PUNCT
fcis-9700	36	58	where	where	SCONJ
fcis-9700	36	59	p	p	NOUN
fcis-9700	36	60	is	be	AUX
fcis-9700	36	61	the	the	DET
fcis-9700	36	62	historical	historical	ADJ
fcis-9700	36	63	data	datum	NOUN
fcis-9700	36	64	for	for	ADP
fcis-9700	36	65	last	last	ADJ
fcis-9700	36	66	week	week	NOUN
fcis-9700	36	67	.	.	PUNCT
fcis-9700	37	1	8	8	X
fcis-9700	37	2	.	.	PUNCT
fcis-9700	38	1	the	the	DET
fcis-9700	38	2	number	number	NOUN
fcis-9700	38	3	of	of	ADP
fcis-9700	38	4	people	people	NOUN
fcis-9700	38	5	on	on	ADP
fcis-9700	38	6	the	the	DET
fcis-9700	38	7	day	day	NOUN
fcis-9700	38	8	shift	shift	NOUN
fcis-9700	38	9	is	be	AUX
fcis-9700	38	10	y1	y1	PROPN
fcis-9700	38	11	,	,	PUNCT
fcis-9700	38	12	the	the	DET
fcis-9700	38	13	number	number	NOUN
fcis-9700	38	14	of	of	ADP
fcis-9700	38	15	people	people	NOUN
fcis-9700	38	16	on	on	ADP
fcis-9700	38	17	the	the	DET
fcis-9700	38	18	night	night	NOUN
fcis-9700	38	19	shift	shift	NOUN
fcis-9700	38	20	is	be	AUX
fcis-9700	38	21	y2	y2	VERB
fcis-9700	38	22	,	,	PUNCT
fcis-9700	38	23	and	and	CCONJ
fcis-9700	38	24	the	the	DET
fcis-9700	38	25	number	number	NOUN
fcis-9700	38	26	of	of	ADP
fcis-9700	38	27	people	people	NOUN
fcis-9700	38	28	on	on	ADP
fcis-9700	38	29	the	the	DET
fcis-9700	38	30	night	night	NOUN
fcis-9700	38	31	shift	shift	NOUN
fcis-9700	38	32	is	be	AUX
fcis-9700	38	33	y3	y3	NOUN
fcis-9700	38	34	3	3	NUM
fcis-9700	38	35	,	,	PUNCT
fcis-9700	38	36	2	2	NUM
fcis-9700	38	37	,	,	PUNCT
fcis-9700	38	38	1	1	NUM
fcis-9700	38	39	,	,	PUNCT
fcis-9700	39	1	∀	∀	X
fcis-9700	39	2	∈	∈	NOUN
fcis-9700	39	3	9	9	NUM
fcis-9700	39	4	.	.	PUNCT
fcis-9700	40	1	every	every	DET
fcis-9700	40	2	time	time	NOUN
fcis-9700	40	3	period	period	NOUN
fcis-9700	40	4	has	have	VERB
fcis-9700	40	5	people	people	NOUN
fcis-9700	40	6	working	work	VERB
fcis-9700	40	7	1	1	NUM
fcis-9700	40	8	,	,	PUNCT
fcis-9700	40	9	∀	∀	PUNCT
fcis-9700	40	10	∈	∈	NOUN
fcis-9700	40	11	10	10	NUM
fcis-9700	40	12	.	.	PUNCT
fcis-9700	41	1	scope	scope	NOUN
fcis-9700	41	2	of	of	ADP
fcis-9700	41	3	work	work	NOUN
fcis-9700	41	4	per	per	ADP
fcis-9700	41	5	person	person	NOUN
fcis-9700	41	6	per	per	ADP
fcis-9700	41	7	week	week	NOUN
fcis-9700	41	8	daymax	daymax	PROPN
fcis-9700	41	9	,	,	PUNCT
fcis-9700	41	10	daymin	daymin	PROPN
fcis-9700	41	11	,	,	PUNCT
fcis-9700	41	12	∀	∀	X
fcis-9700	41	13	∈	∈	NOUN
fcis-9700	41	14	11	11	NUM
fcis-9700	41	15	.	.	PUNCT
fcis-9700	42	1	daily	daily	ADJ
fcis-9700	42	2	workforce	workforce	PROPN
fcis-9700	42	3	range	range	NOUN
fcis-9700	42	4	,	,	PUNCT
fcis-9700	42	5	,	,	PUNCT
fcis-9700	42	6	∀	∀	X
fcis-9700	42	7	∈	∈	NOUN
fcis-9700	42	8	2.4	2.4	NUM
fcis-9700	42	9	.	.	PUNCT
fcis-9700	43	1	soft	soft	ADJ
fcis-9700	43	2	constraints	constraint	NOUN
fcis-9700	43	3	soft	soft	ADJ
fcis-9700	43	4	constraints	constraint	NOUN
fcis-9700	43	5	are	be	AUX
fcis-9700	43	6	the	the	DET
fcis-9700	43	7	conditions	condition	NOUN
fcis-9700	43	8	that	that	PRON
fcis-9700	43	9	need	need	VERB
fcis-9700	43	10	to	to	PART
fcis-9700	43	11	be	be	AUX
fcis-9700	43	12	satisfied	satisfied	ADJ
fcis-9700	43	13	as	as	ADV
fcis-9700	43	14	much	much	ADJ
fcis-9700	43	15	as	as	ADP
fcis-9700	43	16	possible	possible	ADJ
fcis-9700	43	17	.	.	PUNCT
fcis-9700	44	1	if	if	SCONJ
fcis-9700	44	2	the	the	DET
fcis-9700	44	3	optimal	optimal	ADJ
fcis-9700	44	4	solution	solution	NOUN
fcis-9700	44	5	can	can	AUX
fcis-9700	44	6	not	not	PART
fcis-9700	44	7	be	be	AUX
fcis-9700	44	8	obtained	obtain	VERB
fcis-9700	44	9	after	after	ADP
fcis-9700	44	10	1000	1000	NUM
fcis-9700	44	11	optimizations	optimization	NOUN
fcis-9700	44	12	,	,	PUNCT
fcis-9700	44	13	the	the	DET
fcis-9700	44	14	current	current	ADJ
fcis-9700	44	15	solution	solution	NOUN
fcis-9700	44	16	is	be	AUX
fcis-9700	44	17	considered	consider	VERB
fcis-9700	44	18	the	the	DET
fcis-9700	44	19	optimal	optimal	ADJ
fcis-9700	44	20	solution	solution	NOUN
fcis-9700	44	21	.	.	PUNCT
fcis-9700	45	1	1	1	X
fcis-9700	45	2	.	.	X
fcis-9700	45	3	each	each	DET
fcis-9700	45	4	person	person	NOUN
fcis-9700	45	5	's	's	PART
fcis-9700	45	6	vacation	vacation	NOUN
fcis-9700	45	7	days	day	NOUN
fcis-9700	45	8	should	should	AUX
fcis-9700	45	9	be	be	AUX
fcis-9700	45	10	as	as	ADV
fcis-9700	45	11	continuous	continuous	ADJ
fcis-9700	45	12	as	as	ADP
fcis-9700	45	13	possible	possible	ADJ
fcis-9700	45	14	.	.	PUNCT
fcis-9700	46	1	2	2	X
fcis-9700	46	2	.	.	X
fcis-9700	46	3	each	each	DET
fcis-9700	46	4	person	person	NOUN
fcis-9700	46	5	's	's	PART
fcis-9700	46	6	night	night	NOUN
fcis-9700	46	7	shift	shift	NOUN
fcis-9700	46	8	should	should	AUX
fcis-9700	46	9	have	have	VERB
fcis-9700	46	10	three	three	NUM
fcis-9700	46	11	consecutive	consecutive	ADJ
fcis-9700	46	12	night	night	NOUN
fcis-9700	46	13	shifts	shift	NOUN
fcis-9700	46	14	followed	follow	VERB
fcis-9700	46	15	by	by	ADP
fcis-9700	46	16	two	two	NUM
fcis-9700	46	17	rest	rest	NOUN
fcis-9700	46	18	periods	period	NOUN
fcis-9700	46	19	.	.	PUNCT
fcis-9700	47	1	3	3	X
fcis-9700	47	2	.	.	X
fcis-9700	47	3	meet	meet	VERB
fcis-9700	47	4	the	the	DET
fcis-9700	47	5	personal	personal	ADJ
fcis-9700	47	6	work	work	NOUN
fcis-9700	47	7	tendency	tendency	NOUN
fcis-9700	47	8	of	of	ADP
fcis-9700	47	9	nurses	nurse	NOUN
fcis-9700	47	10	2.5	2.5	NUM
fcis-9700	47	11	.	.	PUNCT
fcis-9700	48	1	partial	partial	ADJ
fcis-9700	48	2	objective	objective	ADJ
fcis-9700	48	3	functions	function	NOUN
fcis-9700	48	4	for	for	ADP
fcis-9700	48	5	integer	integer	NOUN
fcis-9700	48	6	programming	programming	NOUN
fcis-9700	48	7	is	be	AUX
fcis-9700	48	8	the	the	DET
fcis-9700	48	9	tendency	tendency	NOUN
fcis-9700	48	10	of	of	ADP
fcis-9700	48	11	each	each	DET
fcis-9700	48	12	nurse	nurse	NOUN
fcis-9700	48	13	to	to	PART
fcis-9700	48	14	work	work	VERB
fcis-9700	48	15	2.6	2.6	NUM
fcis-9700	48	16	.	.	PUNCT
fcis-9700	49	1	genetic	genetic	ADJ
fcis-9700	49	2	algorithm	algorithm	NOUN
fcis-9700	49	3	step	step	NOUN
fcis-9700	49	4	1	1	NUM
fcis-9700	49	5	.	.	PUNCT
fcis-9700	49	6	encode	encode	VERB
fcis-9700	49	7	the	the	DET
fcis-9700	49	8	scheduling	scheduling	NOUN
fcis-9700	49	9	obtained	obtain	VERB
fcis-9700	49	10	from	from	ADP
fcis-9700	49	11	integer	integer	NOUN
fcis-9700	49	12	programming	programming	NOUN
fcis-9700	49	13	to	to	PART
fcis-9700	49	14	make	make	VERB
fcis-9700	49	15	it	it	PRON
fcis-9700	49	16	a	a	DET
fcis-9700	49	17	binary	binary	ADJ
fcis-9700	49	18	string	string	NOUN
fcis-9700	49	19	.	.	PUNCT
fcis-9700	50	1	step	step	VERB
fcis-9700	50	2	2.slice	2.slice	NUM
fcis-9700	51	1	the	the	DET
fcis-9700	51	2	encoded	encode	VERB
fcis-9700	51	3	results	result	NOUN
fcis-9700	51	4	,	,	PUNCT
fcis-9700	51	5	separate	separate	ADJ
fcis-9700	51	6	binary	binary	ADJ
fcis-9700	51	7	strings	string	NOUN
fcis-9700	51	8	belonging	belong	VERB
fcis-9700	51	9	to	to	ADP
fcis-9700	51	10	different	different	ADJ
fcis-9700	51	11	nurses	nurse	NOUN
fcis-9700	51	12	,	,	PUNCT
fcis-9700	51	13	divide	divide	VERB
fcis-9700	51	14	a	a	DET
fcis-9700	51	15	large	large	ADJ
fcis-9700	51	16	chromosome	chromosome	NOUN
fcis-9700	51	17	into	into	ADP
fcis-9700	51	18	multiple	multiple	ADJ
fcis-9700	51	19	small	small	ADJ
fcis-9700	51	20	chromosomes	chromosome	NOUN
fcis-9700	51	21	,	,	PUNCT
fcis-9700	51	22	calculate	calculate	VERB
fcis-9700	51	23	fitness	fitness	NOUN
fcis-9700	51	24	for	for	ADP
fcis-9700	51	25	these	these	DET
fcis-9700	51	26	small	small	ADJ
fcis-9700	51	27	chromosomes	chromosome	NOUN
fcis-9700	51	28	,	,	PUNCT
fcis-9700	51	29	use	use	VERB
fcis-9700	51	30	roulette	roulette	NOUN
fcis-9700	51	31	wheel	wheel	NOUN
fcis-9700	51	32	algorithm	algorithm	NOUN
fcis-9700	51	33	for	for	ADP
fcis-9700	51	34	selection	selection	NOUN
fcis-9700	51	35	,	,	PUNCT
fcis-9700	51	36	and	and	CCONJ
fcis-9700	51	37	then	then	ADV
fcis-9700	51	38	use	use	VERB
fcis-9700	51	39	these	these	DET
fcis-9700	51	40	small	small	ADJ
fcis-9700	51	41	chromosomes	chromosome	NOUN
fcis-9700	51	42	for	for	ADP
fcis-9700	51	43	crossover	crossover	NOUN
fcis-9700	51	44	and	and	CCONJ
fcis-9700	51	45	mutation	mutation	NOUN
fcis-9700	51	46	operations	operation	NOUN
fcis-9700	51	47	.	.	PUNCT
fcis-9700	52	1	this	this	DET
fcis-9700	52	2	slicing	slicing	NOUN
fcis-9700	52	3	operation	operation	NOUN
fcis-9700	52	4	can	can	AUX
fcis-9700	52	5	greatly	greatly	ADV
fcis-9700	52	6	avoid	avoid	VERB
fcis-9700	52	7	violating	violate	VERB
fcis-9700	52	8	certain	certain	ADJ
fcis-9700	52	9	hard	hard	ADJ
fcis-9700	52	10	constraints	constraint	NOUN
fcis-9700	52	11	,	,	PUNCT
fcis-9700	52	12	thereby	thereby	ADV
fcis-9700	52	13	accelerating	accelerate	VERB
fcis-9700	52	14	iteration	iteration	NOUN
fcis-9700	52	15	efficiency	efficiency	NOUN
fcis-9700	52	16	,	,	PUNCT
fcis-9700	52	17	automatically	automatically	ADV
fcis-9700	52	18	removing	remove	VERB
fcis-9700	52	19	most	most	ADJ
fcis-9700	52	20	of	of	ADP
fcis-9700	52	21	the	the	DET
fcis-9700	52	22	offspring	offspring	NOUN
fcis-9700	52	23	that	that	PRON
fcis-9700	52	24	will	will	AUX
fcis-9700	52	25	greatly	greatly	ADV
fcis-9700	52	26	reduce	reduce	VERB
fcis-9700	52	27	fitness	fitness	NOUN
fcis-9700	52	28	.	.	PUNCT
fcis-9700	53	1	step	step	NOUN
fcis-9700	53	2	3.merge	3.merge	NUM
fcis-9700	53	3	the	the	DET
fcis-9700	53	4	slices	slice	NOUN
fcis-9700	53	5	into	into	ADP
fcis-9700	53	6	a	a	DET
fcis-9700	53	7	whole	whole	NOUN
fcis-9700	53	8	and	and	CCONJ
fcis-9700	53	9	calculate	calculate	VERB
fcis-9700	53	10	the	the	DET
fcis-9700	53	11	total	total	ADJ
fcis-9700	53	12	fitness	fitness	NOUN
fcis-9700	53	13	.	.	PUNCT
fcis-9700	54	1	step	step	VERB
fcis-9700	54	2	4.store	4.store	NUM
fcis-9700	54	3	the	the	DET
fcis-9700	54	4	above	above	ADJ
fcis-9700	54	5	results	result	NOUN
fcis-9700	54	6	in	in	ADP
fcis-9700	54	7	the	the	DET
fcis-9700	54	8	population	population	NOUN
fcis-9700	54	9	to	to	PART
fcis-9700	54	10	expand	expand	VERB
fcis-9700	54	11	the	the	DET
fcis-9700	54	12	population	population	NOUN
fcis-9700	54	13	.	.	PUNCT
fcis-9700	55	1	step	step	VERB
fcis-9700	55	2	5.check	5.check	NUM
fcis-9700	55	3	if	if	SCONJ
fcis-9700	55	4	the	the	DET
fcis-9700	55	5	iteration	iteration	NOUN
fcis-9700	55	6	conditions	condition	NOUN
fcis-9700	55	7	are	be	AUX
fcis-9700	55	8	met	meet	VERB
fcis-9700	55	9	.	.	PUNCT
fcis-9700	56	1	if	if	SCONJ
fcis-9700	56	2	yes	yes	ADV
fcis-9700	56	3	,	,	PUNCT
fcis-9700	56	4	select	select	VERB
fcis-9700	56	5	the	the	DET
fcis-9700	56	6	output	output	NOUN
fcis-9700	56	7	with	with	ADP
fcis-9700	56	8	the	the	DET
fcis-9700	56	9	highest	high	ADJ
fcis-9700	56	10	fitness	fitness	NOUN
fcis-9700	56	11	.	.	PUNCT
fcis-9700	57	1	otherwise	otherwise	ADV
fcis-9700	57	2	,	,	PUNCT
fcis-9700	57	3	use	use	VERB
fcis-9700	57	4	the	the	DET
fcis-9700	57	5	roulette	roulette	NOUN
fcis-9700	57	6	wheel	wheel	NOUN
fcis-9700	57	7	algorithm	algorithm	NOUN
fcis-9700	57	8	to	to	PART
fcis-9700	57	9	decide	decide	VERB
fcis-9700	57	10	whether	whether	SCONJ
fcis-9700	57	11	to	to	PART
fcis-9700	57	12	choose	choose	VERB
fcis-9700	57	13	from	from	ADP
fcis-9700	57	14	the	the	DET
fcis-9700	57	15	14	14	NUM
fcis-9700	57	16	population	population	NOUN
fcis-9700	57	17	with	with	ADP
fcis-9700	57	18	high	high	ADJ
fcis-9700	57	19	or	or	CCONJ
fcis-9700	57	20	low	low	ADJ
fcis-9700	57	21	fitness	fitness	NOUN
fcis-9700	57	22	,	,	PUNCT
fcis-9700	57	23	and	and	CCONJ
fcis-9700	57	24	then	then	ADV
fcis-9700	57	25	proceed	proceed	VERB
fcis-9700	57	26	to	to	PART
fcis-9700	57	27	step	step	VERB
fcis-9700	57	28	2	2	NUM
fcis-9700	57	29	for	for	ADP
fcis-9700	57	30	cyclic	cyclic	ADJ
fcis-9700	57	31	iteration	iteration	NOUN
fcis-9700	57	32	.	.	PUNCT
fcis-9700	58	1	2.7	2.7	NUM
fcis-9700	58	2	.	.	PUNCT
fcis-9700	58	3	classification	classification	NOUN
fcis-9700	58	4	decision	decision	NOUN
fcis-9700	58	5	tree	tree	NOUN
fcis-9700	58	6	2.7.1	2.7.1	NUM
fcis-9700	58	7	.	.	PUNCT
fcis-9700	59	1	the	the	DET
fcis-9700	59	2	concept	concept	NOUN
fcis-9700	59	3	of	of	ADP
fcis-9700	59	4	decision	decision	NOUN
fcis-9700	59	5	trees	tree	NOUN
fcis-9700	59	6	:	:	PUNCT
fcis-9700	59	7	decision	decision	NOUN
fcis-9700	59	8	tree	tree	NOUN
fcis-9700	59	9	is	be	AUX
fcis-9700	59	10	a	a	DET
fcis-9700	59	11	common	common	ADJ
fcis-9700	59	12	algorithm	algorithm	NOUN
fcis-9700	59	13	in	in	ADP
fcis-9700	59	14	machine	machine	NOUN
fcis-9700	59	15	learning	learning	NOUN
fcis-9700	59	16	,	,	PUNCT
fcis-9700	59	17	with	with	ADP
fcis-9700	59	18	a	a	DET
fcis-9700	59	19	very	very	ADV
fcis-9700	59	20	simple	simple	ADJ
fcis-9700	59	21	idea	idea	NOUN
fcis-9700	59	22	,	,	PUNCT
fcis-9700	59	23	just	just	ADV
fcis-9700	59	24	like	like	ADP
fcis-9700	59	25	the	the	DET
fcis-9700	59	26	process	process	NOUN
fcis-9700	59	27	of	of	ADP
fcis-9700	59	28	making	make	VERB
fcis-9700	59	29	decisions	decision	NOUN
fcis-9700	59	30	through	through	ADP
fcis-9700	59	31	selection	selection	NOUN
fcis-9700	59	32	.	.	PUNCT
fcis-9700	60	1	decision	decision	NOUN
fcis-9700	60	2	tree	tree	NOUN
fcis-9700	60	3	is	be	AUX
fcis-9700	60	4	a	a	DET
fcis-9700	60	5	basic	basic	ADJ
fcis-9700	60	6	classification	classification	NOUN
fcis-9700	60	7	and	and	CCONJ
fcis-9700	60	8	regression	regression	NOUN
fcis-9700	60	9	method	method	NOUN
fcis-9700	60	10	,	,	PUNCT
fcis-9700	60	11	called	call	VERB
fcis-9700	60	12	a	a	DET
fcis-9700	60	13	classification	classification	NOUN
fcis-9700	60	14	tree	tree	NOUN
fcis-9700	60	15	when	when	SCONJ
fcis-9700	60	16	used	use	VERB
fcis-9700	60	17	for	for	ADP
fcis-9700	60	18	classification	classification	NOUN
fcis-9700	60	19	and	and	CCONJ
fcis-9700	60	20	a	a	DET
fcis-9700	60	21	regression	regression	NOUN
fcis-9700	60	22	tree	tree	NOUN
fcis-9700	60	23	when	when	SCONJ
fcis-9700	60	24	used	use	VERB
fcis-9700	60	25	for	for	ADP
fcis-9700	60	26	regression	regression	NOUN
fcis-9700	60	27	.	.	PUNCT
fcis-9700	61	1	in	in	ADP
fcis-9700	61	2	general	general	ADJ
fcis-9700	61	3	,	,	PUNCT
fcis-9700	61	4	a	a	DET
fcis-9700	61	5	decision	decision	NOUN
fcis-9700	61	6	tree	tree	NOUN
fcis-9700	61	7	contains	contain	VERB
fcis-9700	61	8	a	a	DET
fcis-9700	61	9	root	root	NOUN
fcis-9700	61	10	node	node	NOUN
fcis-9700	61	11	,	,	PUNCT
fcis-9700	61	12	several	several	ADJ
fcis-9700	61	13	internal	internal	ADJ
fcis-9700	61	14	nodes	node	NOUN
fcis-9700	61	15	,	,	PUNCT
fcis-9700	61	16	and	and	CCONJ
fcis-9700	61	17	several	several	ADJ
fcis-9700	61	18	leaf	leaf	NOUN
fcis-9700	61	19	nodes	node	NOUN
fcis-9700	61	20	.	.	PUNCT
fcis-9700	62	1	the	the	DET
fcis-9700	62	2	basic	basic	ADJ
fcis-9700	62	3	principle	principle	NOUN
fcis-9700	62	4	of	of	ADP
fcis-9700	62	5	its	its	PRON
fcis-9700	62	6	classification	classification	NOUN
fcis-9700	62	7	is	be	AUX
fcis-9700	62	8	to	to	PART
fcis-9700	62	9	cluster	cluster	VERB
fcis-9700	62	10	up	up	ADP
fcis-9700	62	11	layer	layer	NOUN
fcis-9700	62	12	by	by	ADP
fcis-9700	62	13	layer	layer	NOUN
fcis-9700	62	14	based	base	VERB
fcis-9700	62	15	on	on	ADP
fcis-9700	62	16	the	the	DET
fcis-9700	62	17	similarity	similarity	NOUN
fcis-9700	62	18	of	of	ADP
fcis-9700	62	19	each	each	DET
fcis-9700	62	20	category	category	NOUN
fcis-9700	62	21	,	,	PUNCT
fcis-9700	62	22	with	with	ADP
fcis-9700	62	23	each	each	DET
fcis-9700	62	24	clustering	cluster	VERB
fcis-9700	62	25	point	point	NOUN
fcis-9700	62	26	forming	form	VERB
fcis-9700	62	27	a	a	DET
fcis-9700	62	28	leaf	leaf	NOUN
fcis-9700	62	29	node	node	NOUN
fcis-9700	62	30	.	.	PUNCT
fcis-9700	63	1	under	under	ADP
fcis-9700	63	2	the	the	DET
fcis-9700	63	3	condition	condition	NOUN
fcis-9700	63	4	of	of	ADP
fcis-9700	63	5	predicting	predict	VERB
fcis-9700	63	6	the	the	DET
fcis-9700	63	7	sample	sample	NOUN
fcis-9700	63	8	information	information	NOUN
fcis-9700	63	9	of	of	ADP
fcis-9700	63	10	each	each	DET
fcis-9700	63	11	land	land	NOUN
fcis-9700	63	12	feature	feature	NOUN
fcis-9700	63	13	category	category	NOUN
fcis-9700	63	14	,	,	PUNCT
fcis-9700	63	15	the	the	DET
fcis-9700	63	16	node	node	NOUN
fcis-9700	63	17	can	can	AUX
fcis-9700	63	18	also	also	ADV
fcis-9700	63	19	be	be	AUX
fcis-9700	63	20	further	far	ADV
fcis-9700	63	21	subdivided	subdivide	VERB
fcis-9700	63	22	downwards	downward	NOUN
fcis-9700	63	23	,	,	PUNCT
fcis-9700	63	24	dividing	divide	VERB
fcis-9700	63	25	the	the	DET
fcis-9700	63	26	sample	sample	NOUN
fcis-9700	63	27	data	datum	NOUN
fcis-9700	63	28	into	into	ADP
fcis-9700	63	29	several	several	ADJ
fcis-9700	63	30	subsets	subset	NOUN
fcis-9700	63	31	;	;	PUNCT
fcis-9700	63	32	by	by	ADP
fcis-9700	63	33	analogy	analogy	NOUN
fcis-9700	63	34	,	,	PUNCT
fcis-9700	63	35	clustering	cluster	VERB
fcis-9700	63	36	layer	layer	NOUN
fcis-9700	63	37	by	by	ADP
fcis-9700	63	38	layer	layer	NOUN
fcis-9700	63	39	up	up	ADP
fcis-9700	63	40	until	until	SCONJ
fcis-9700	63	41	the	the	DET
fcis-9700	63	42	root	root	NOUN
fcis-9700	63	43	node	node	NOUN
fcis-9700	63	44	is	be	AUX
fcis-9700	63	45	reached	reach	VERB
fcis-9700	63	46	,	,	PUNCT
fcis-9700	63	47	completing	complete	VERB
fcis-9700	63	48	the	the	DET
fcis-9700	63	49	division	division	NOUN
fcis-9700	63	50	and	and	CCONJ
fcis-9700	63	51	extraction	extraction	NOUN
fcis-9700	63	52	of	of	ADP
fcis-9700	63	53	different	different	ADJ
fcis-9700	63	54	categories	category	NOUN
fcis-9700	63	55	.	.	PUNCT
fcis-9700	64	1	2.7.2	2.7.2	NUM
fcis-9700	64	2	.	.	PUNCT
fcis-9700	64	3	establishment	establishment	NOUN
fcis-9700	64	4	of	of	ADP
fcis-9700	64	5	classification	classification	NOUN
fcis-9700	64	6	rules	rule	NOUN
fcis-9700	64	7	:	:	PUNCT
fcis-9700	64	8	based	base	VERB
fcis-9700	64	9	on	on	ADP
fcis-9700	64	10	the	the	DET
fcis-9700	64	11	above	above	ADJ
fcis-9700	64	12	constraints	constraint	NOUN
fcis-9700	64	13	,	,	PUNCT
fcis-9700	64	14	a	a	DET
fcis-9700	64	15	total	total	NOUN
fcis-9700	64	16	of	of	ADP
fcis-9700	64	17	three	three	NUM
fcis-9700	64	18	recommendation	recommendation	NOUN
fcis-9700	64	19	modes	mode	NOUN
fcis-9700	64	20	are	be	AUX
fcis-9700	64	21	established	establish	VERB
fcis-9700	64	22	:	:	PUNCT
fcis-9700	64	23	1	1	X
fcis-9700	64	24	.	.	X
fcis-9700	64	25	human	human	ADJ
fcis-9700	64	26	resource	resource	NOUN
fcis-9700	64	27	abundant	abundant	ADJ
fcis-9700	64	28	mode	mode	NOUN
fcis-9700	64	29	:	:	PUNCT
fcis-9700	64	30	daily	daily	ADJ
fcis-9700	64	31	workload	workload	NOUN
fcis-9700	64	32	is	be	AUX
fcis-9700	64	33	constant	constant	ADJ
fcis-9700	64	34	,	,	PUNCT
fcis-9700	64	35	and	and	CCONJ
fcis-9700	64	36	the	the	DET
fcis-9700	64	37	total	total	ADJ
fcis-9700	64	38	workload	workload	NOUN
fcis-9700	64	39	of	of	ADP
fcis-9700	64	40	each	each	DET
fcis-9700	64	41	nurse	nurse	NOUN
fcis-9700	64	42	per	per	ADP
fcis-9700	64	43	week	week	NOUN
fcis-9700	64	44	is	be	AUX
fcis-9700	64	45	within	within	ADP
fcis-9700	64	46	the	the	DET
fcis-9700	64	47	range	range	NOUN
fcis-9700	64	48	;	;	PUNCT
fcis-9700	64	49	2	2	NUM
fcis-9700	64	50	:	:	PUNCT
fcis-9700	64	51	insufficient	insufficient	ADJ
fcis-9700	64	52	human	human	ADJ
fcis-9700	64	53	resources	resource	NOUN
fcis-9700	64	54	mode	mode	NOUN
fcis-9700	64	55	:	:	PUNCT
fcis-9700	64	56	the	the	DET
fcis-9700	64	57	total	total	ADJ
fcis-9700	64	58	workload	workload	NOUN
fcis-9700	64	59	of	of	ADP
fcis-9700	64	60	each	each	DET
fcis-9700	64	61	nurse	nurse	NOUN
fcis-9700	64	62	per	per	ADP
fcis-9700	64	63	week	week	NOUN
fcis-9700	64	64	is	be	AUX
fcis-9700	64	65	a	a	DET
fcis-9700	64	66	fixed	fix	VERB
fcis-9700	64	67	value	value	NOUN
fcis-9700	64	68	,	,	PUNCT
fcis-9700	64	69	and	and	CCONJ
fcis-9700	64	70	the	the	DET
fcis-9700	64	71	daily	daily	ADJ
fcis-9700	64	72	workload	workload	NOUN
fcis-9700	64	73	is	be	AUX
fcis-9700	64	74	a	a	DET
fcis-9700	64	75	range	range	NOUN
fcis-9700	64	76	;	;	PUNCT
fcis-9700	64	77	3	3	X
fcis-9700	64	78	:	:	PUNCT
fcis-9700	64	79	the	the	DET
fcis-9700	64	80	human	human	ADJ
fcis-9700	64	81	resource	resource	NOUN
fcis-9700	64	82	shortage	shortage	NOUN
fcis-9700	64	83	mode	mode	NOUN
fcis-9700	64	84	that	that	PRON
fcis-9700	64	85	can	can	AUX
fcis-9700	64	86	meet	meet	VERB
fcis-9700	64	87	the	the	DET
fcis-9700	64	88	level	level	NOUN
fcis-9700	64	89	arrangement	arrangement	NOUN
fcis-9700	64	90	:	:	PUNCT
fcis-9700	64	91	the	the	DET
fcis-9700	64	92	total	total	ADJ
fcis-9700	64	93	workload	workload	NOUN
fcis-9700	64	94	of	of	ADP
fcis-9700	64	95	each	each	DET
fcis-9700	64	96	nurse	nurse	NOUN
fcis-9700	64	97	per	per	ADP
fcis-9700	64	98	week	week	NOUN
fcis-9700	64	99	is	be	AUX
fcis-9700	64	100	a	a	DET
fcis-9700	64	101	fixed	fix	VERB
fcis-9700	64	102	value	value	NOUN
fcis-9700	64	103	,	,	PUNCT
fcis-9700	64	104	the	the	DET
fcis-9700	64	105	daily	daily	ADJ
fcis-9700	64	106	workload	workload	NOUN
fcis-9700	64	107	is	be	AUX
fcis-9700	64	108	a	a	DET
fcis-9700	64	109	range	range	NOUN
fcis-9700	64	110	,	,	PUNCT
fcis-9700	64	111	and	and	CCONJ
fcis-9700	64	112	it	it	PRON
fcis-9700	64	113	can	can	AUX
fcis-9700	64	114	ensure	ensure	VERB
fcis-9700	64	115	the	the	DET
fcis-9700	64	116	presence	presence	NOUN
fcis-9700	64	117	of	of	ADP
fcis-9700	64	118	high	high	ADJ
fcis-9700	64	119	-	-	PUNCT
fcis-9700	64	120	level	level	NOUN
fcis-9700	64	121	nurses	nurse	NOUN
fcis-9700	64	122	in	in	ADP
fcis-9700	64	123	each	each	DET
fcis-9700	64	124	shift	shift	NOUN
fcis-9700	64	125	type	type	NOUN
fcis-9700	64	126	.	.	PUNCT
fcis-9700	65	1	based	base	VERB
fcis-9700	65	2	on	on	ADP
fcis-9700	65	3	multiple	multiple	ADJ
fcis-9700	65	4	scheduling	scheduling	NOUN
fcis-9700	65	5	results	result	NOUN
fcis-9700	65	6	generated	generate	VERB
fcis-9700	65	7	multiple	multiple	ADJ
fcis-9700	65	8	times	time	NOUN
fcis-9700	65	9	,	,	PUNCT
fcis-9700	65	10	using	use	VERB
fcis-9700	65	11	randomly	randomly	ADV
fcis-9700	65	12	generated	generate	VERB
fcis-9700	65	13	parameters	parameter	NOUN
fcis-9700	65	14	such	such	ADJ
fcis-9700	65	15	as	as	ADP
fcis-9700	65	16	the	the	DET
fcis-9700	65	17	energy	energy	NOUN
fcis-9700	65	18	level	level	NOUN
fcis-9700	65	19	relationship	relationship	NOUN
fcis-9700	65	20	between	between	ADP
fcis-9700	65	21	the	the	DET
fcis-9700	65	22	number	number	NOUN
fcis-9700	65	23	of	of	ADP
fcis-9700	65	24	people	people	NOUN
fcis-9700	65	25	and	and	CCONJ
fcis-9700	65	26	the	the	DET
fcis-9700	65	27	corresponding	corresponding	ADJ
fcis-9700	65	28	number	number	NOUN
fcis-9700	65	29	,	,	PUNCT
fcis-9700	65	30	scheduling	scheduling	NOUN
fcis-9700	65	31	is	be	AUX
fcis-9700	65	32	carried	carry	VERB
fcis-9700	65	33	out	out	ADP
fcis-9700	65	34	through	through	ADP
fcis-9700	65	35	a	a	DET
fcis-9700	65	36	program	program	NOUN
fcis-9700	65	37	based	base	VERB
fcis-9700	65	38	on	on	ADP
fcis-9700	65	39	the	the	DET
fcis-9700	65	40	constraints	constraint	NOUN
fcis-9700	65	41	of	of	ADP
fcis-9700	65	42	three	three	NUM
fcis-9700	65	43	different	different	ADJ
fcis-9700	65	44	modes	mode	NOUN
fcis-9700	65	45	.	.	PUNCT
fcis-9700	66	1	a	a	DET
fcis-9700	66	2	scheduling	scheduling	NOUN
fcis-9700	66	3	table	table	NOUN
fcis-9700	66	4	is	be	AUX
fcis-9700	66	5	generated	generate	VERB
fcis-9700	66	6	based	base	VERB
fcis-9700	66	7	on	on	ADP
fcis-9700	66	8	the	the	DET
fcis-9700	66	9	constraints	constraint	NOUN
fcis-9700	66	10	that	that	PRON
fcis-9700	66	11	can	can	AUX
fcis-9700	66	12	be	be	AUX
fcis-9700	66	13	met	meet	VERB
fcis-9700	66	14	to	to	PART
fcis-9700	66	15	determine	determine	VERB
fcis-9700	66	16	the	the	DET
fcis-9700	66	17	classification	classification	NOUN
fcis-9700	66	18	results	result	NOUN
fcis-9700	66	19	of	of	ADP
fcis-9700	66	20	this	this	DET
fcis-9700	66	21	group	group	NOUN
fcis-9700	66	22	of	of	ADP
fcis-9700	66	23	parameters	parameter	NOUN
fcis-9700	66	24	.	.	PUNCT
fcis-9700	67	1	analyze	analyze	VERB
fcis-9700	67	2	the	the	DET
fcis-9700	67	3	parameters	parameter	NOUN
fcis-9700	67	4	and	and	CCONJ
fcis-9700	67	5	quantify	quantify	VERB
fcis-9700	67	6	them	they	PRON
fcis-9700	67	7	into	into	ADP
fcis-9700	67	8	three	three	NUM
fcis-9700	67	9	features	feature	NOUN
fcis-9700	67	10	:	:	PUNCT
fcis-9700	67	11	the	the	DET
fcis-9700	67	12	first	first	ADJ
fcis-9700	67	13	feature	feature	NOUN
fcis-9700	67	14	is	be	AUX
fcis-9700	67	15	whether	whether	SCONJ
fcis-9700	67	16	the	the	DET
fcis-9700	67	17	number	number	NOUN
fcis-9700	67	18	of	of	ADP
fcis-9700	67	19	nurses	nurse	NOUN
fcis-9700	67	20	is	be	AUX
fcis-9700	67	21	less	less	ADJ
fcis-9700	67	22	than	than	ADP
fcis-9700	67	23	10	10	NUM
fcis-9700	67	24	,	,	PUNCT
fcis-9700	67	25	with	with	ADP
fcis-9700	67	26	values	value	NOUN
fcis-9700	67	27	of	of	ADP
fcis-9700	67	28	yes	yes	INTJ
fcis-9700	67	29	and	and	CCONJ
fcis-9700	67	30	no	no	INTJ
fcis-9700	67	31	;	;	PUNCT
fcis-9700	67	32	the	the	DET
fcis-9700	67	33	second	second	ADJ
fcis-9700	67	34	feature	feature	NOUN
fcis-9700	67	35	is	be	AUX
fcis-9700	67	36	whether	whether	SCONJ
fcis-9700	67	37	the	the	DET
fcis-9700	67	38	number	number	NOUN
fcis-9700	67	39	of	of	ADP
fcis-9700	67	40	nurses	nurse	NOUN
fcis-9700	67	41	is	be	AUX
fcis-9700	67	42	odd	odd	ADJ
fcis-9700	67	43	or	or	CCONJ
fcis-9700	67	44	even	even	ADV
fcis-9700	67	45	,	,	PUNCT
fcis-9700	67	46	with	with	ADP
fcis-9700	67	47	values	value	NOUN
fcis-9700	67	48	of	of	ADP
fcis-9700	67	49	odd	odd	ADJ
fcis-9700	67	50	and	and	CCONJ
fcis-9700	67	51	even	even	ADV
fcis-9700	67	52	;	;	PUNCT
fcis-9700	67	53	the	the	DET
fcis-9700	67	54	third	third	ADJ
fcis-9700	67	55	attribute	attribute	NOUN
fcis-9700	67	56	is	be	AUX
fcis-9700	67	57	the	the	DET
fcis-9700	67	58	energy	energy	NOUN
fcis-9700	67	59	level	level	NOUN
fcis-9700	67	60	distribution	distribution	NOUN
fcis-9700	67	61	,	,	PUNCT
fcis-9700	67	62	with	with	ADP
fcis-9700	67	63	values	value	NOUN
fcis-9700	67	64	of	of	ADP
fcis-9700	67	65	the	the	DET
fcis-9700	67	66	proportion	proportion	NOUN
fcis-9700	67	67	of	of	ADP
fcis-9700	67	68	the	the	DET
fcis-9700	67	69	number	number	NOUN
fcis-9700	67	70	of	of	ADP
fcis-9700	67	71	nurses	nurse	NOUN
fcis-9700	67	72	at	at	ADP
fcis-9700	67	73	each	each	DET
fcis-9700	67	74	energy	energy	NOUN
fcis-9700	67	75	level	level	NOUN
fcis-9700	67	76	.	.	PUNCT
fcis-9700	68	1	2.7.3	2.7.3	X
fcis-9700	68	2	.	.	PUNCT
fcis-9700	69	1	decision	decision	NOUN
fcis-9700	69	2	tree	tree	NOUN
fcis-9700	69	3	construction	construction	NOUN
fcis-9700	69	4	method	method	NOUN
fcis-9700	69	5	:	:	PUNCT
fcis-9700	69	6	the	the	DET
fcis-9700	69	7	id3	id3	NOUN
fcis-9700	69	8	(	(	PUNCT
fcis-9700	69	9	iterative	iterative	NOUN
fcis-9700	69	10	dichotomiser3	dichotomiser3	NOUN
fcis-9700	69	11	)	)	PUNCT
fcis-9700	69	12	algorithm	algorithm	NOUN
fcis-9700	69	13	was	be	AUX
fcis-9700	69	14	proposed	propose	VERB
fcis-9700	69	15	by	by	ADP
fcis-9700	69	16	j.r	j.r	PROPN
fcis-9700	69	17	.	.	PROPN
fcis-9700	69	18	quinlan	quinlan	PROPN
fcis-9700	69	19	in	in	ADP
fcis-9700	69	20	the	the	DET
fcis-9700	69	21	1980s	1980s	NUM
fcis-9700	69	22	.	.	PUNCT
fcis-9700	70	1	its	its	PRON
fcis-9700	70	2	core	core	ADJ
fcis-9700	70	3	idea	idea	NOUN
fcis-9700	70	4	is	be	AUX
fcis-9700	70	5	to	to	PART
fcis-9700	70	6	use	use	VERB
fcis-9700	70	7	information	information	NOUN
fcis-9700	70	8	gain	gain	NOUN
fcis-9700	70	9	as	as	ADP
fcis-9700	70	10	the	the	DET
fcis-9700	70	11	basis	basis	NOUN
fcis-9700	70	12	for	for	ADP
fcis-9700	70	13	selecting	select	VERB
fcis-9700	70	14	splitting	splitting	NOUN
fcis-9700	70	15	attributes	attribute	NOUN
fcis-9700	70	16	,	,	PUNCT
fcis-9700	70	17	and	and	CCONJ
fcis-9700	70	18	select	select	VERB
fcis-9700	70	19	the	the	DET
fcis-9700	70	20	attribute	attribute	NOUN
fcis-9700	70	21	with	with	ADP
fcis-9700	70	22	the	the	DET
fcis-9700	70	23	highest	high	ADJ
fcis-9700	70	24	information	information	NOUN
fcis-9700	70	25	gain	gain	NOUN
fcis-9700	70	26	as	as	SCONJ
fcis-9700	70	27	the	the	DET
fcis-9700	70	28	splitting	splitting	NOUN
fcis-9700	70	29	attribute	attribute	NOUN
fcis-9700	70	30	of	of	ADP
fcis-9700	70	31	node	node	PROPN
fcis-9700	70	32	n.	n.	PROPN
fcis-9700	70	33	id3	id3	PROPN
fcis-9700	70	34	algorithm	algorithm	NOUN
fcis-9700	70	35	has	have	VERB
fcis-9700	70	36	a	a	DET
fcis-9700	70	37	fast	fast	ADJ
fcis-9700	70	38	classification	classification	NOUN
fcis-9700	70	39	speed	speed	NOUN
fcis-9700	70	40	and	and	CCONJ
fcis-9700	70	41	testing	testing	NOUN
fcis-9700	70	42	speed	speed	NOUN
fcis-9700	70	43	,	,	PUNCT
fcis-9700	70	44	and	and	CCONJ
fcis-9700	70	45	this	this	DET
fcis-9700	70	46	feature	feature	NOUN
fcis-9700	70	47	is	be	AUX
fcis-9700	70	48	divided	divide	VERB
fcis-9700	70	49	into	into	ADP
fcis-9700	70	50	discrete	discrete	ADJ
fcis-9700	70	51	eigenvalues	eigenvalue	NOUN
fcis-9700	70	52	,	,	PUNCT
fcis-9700	70	53	which	which	PRON
fcis-9700	70	54	effectively	effectively	ADV
fcis-9700	70	55	does	do	AUX
fcis-9700	70	56	not	not	PART
fcis-9700	70	57	need	need	VERB
fcis-9700	70	58	to	to	PART
fcis-9700	70	59	consider	consider	VERB
fcis-9700	70	60	the	the	DET
fcis-9700	70	61	problem	problem	NOUN
fcis-9700	70	62	of	of	ADP
fcis-9700	70	63	attribute	attribute	NOUN
fcis-9700	70	64	continuity	continuity	NOUN
fcis-9700	70	65	,	,	PUNCT
fcis-9700	70	66	so	so	CCONJ
fcis-9700	70	67	id3	id3	NOUN
fcis-9700	70	68	algorithm	algorithm	NOUN
fcis-9700	70	69	is	be	AUX
fcis-9700	70	70	used	use	VERB
fcis-9700	70	71	here	here	ADV
fcis-9700	70	72	.	.	PUNCT
fcis-9700	71	1	information	information	NOUN
fcis-9700	71	2	entropy	entropy	PROPN
fcis-9700	71	3	is	be	AUX
fcis-9700	71	4	the	the	DET
fcis-9700	71	5	most	most	ADV
fcis-9700	71	6	commonly	commonly	ADV
fcis-9700	71	7	used	use	VERB
fcis-9700	71	8	indicator	indicator	NOUN
fcis-9700	71	9	to	to	PART
fcis-9700	71	10	measure	measure	VERB
fcis-9700	71	11	the	the	DET
fcis-9700	71	12	purity	purity	NOUN
fcis-9700	71	13	of	of	ADP
fcis-9700	71	14	a	a	DET
fcis-9700	71	15	sample	sample	NOUN
fcis-9700	71	16	set	set	NOUN
fcis-9700	71	17	.	.	PUNCT
fcis-9700	72	1	assuming	assume	VERB
fcis-9700	72	2	that	that	SCONJ
fcis-9700	72	3	the	the	DET
fcis-9700	72	4	proportion	proportion	NOUN
fcis-9700	72	5	of	of	ADP
fcis-9700	72	6	the	the	DET
fcis-9700	72	7	k	k	NOUN
fcis-9700	72	8	-	-	PUNCT
fcis-9700	72	9	th	th	VERB
fcis-9700	72	10	class	class	NOUN
fcis-9700	72	11	of	of	ADP
fcis-9700	72	12	samples	sample	NOUN
fcis-9700	72	13	in	in	ADP
fcis-9700	72	14	the	the	DET
fcis-9700	72	15	current	current	ADJ
fcis-9700	72	16	sample	sample	NOUN
fcis-9700	72	17	set	set	NOUN
fcis-9700	72	18	d	d	NOUN
fcis-9700	72	19	is	be	AUX
fcis-9700	72	20	,	,	PUNCT
fcis-9700	72	21	then	then	ADV
fcis-9700	72	22	the	the	DET
fcis-9700	72	23	information	information	NOUN
fcis-9700	72	24	entropy	entropy	NOUN
fcis-9700	72	25	of	of	ADP
fcis-9700	72	26	d	d	PROPN
fcis-9700	72	27	is	be	AUX
fcis-9700	72	28	|	|	ADV
fcis-9700	72	29	|	|	ADV
fcis-9700	72	30	the	the	PRON
fcis-9700	72	31	smaller	small	ADJ
fcis-9700	72	32	the	the	DET
fcis-9700	72	33	value	value	NOUN
fcis-9700	72	34	of	of	ADP
fcis-9700	72	35	ent(d	ent(d	PROPN
fcis-9700	72	36	)	)	PUNCT
fcis-9700	72	37	,	,	PUNCT
fcis-9700	72	38	the	the	PRON
fcis-9700	72	39	higher	high	ADJ
fcis-9700	72	40	the	the	DET
fcis-9700	72	41	purity	purity	NOUN
fcis-9700	72	42	of	of	ADP
fcis-9700	72	43	d.	d.	PROPN
fcis-9700	72	44	information	information	PROPN
fcis-9700	72	45	gain	gain	NOUN
fcis-9700	72	46	:	:	PUNCT
fcis-9700	72	47	,	,	PUNCT
fcis-9700	72	48	∑	∑	PUNCT
fcis-9700	73	1	|	|	ADV
fcis-9700	73	2	|	|	ADV
fcis-9700	73	3	|	|	ADV
fcis-9700	73	4	|	|	ADV
fcis-9700	73	5	generally	generally	ADV
fcis-9700	73	6	speaking	speak	VERB
fcis-9700	73	7	,	,	PUNCT
fcis-9700	73	8	the	the	PRON
fcis-9700	73	9	greater	great	ADJ
fcis-9700	73	10	the	the	DET
fcis-9700	73	11	information	information	NOUN
fcis-9700	73	12	gain	gain	NOUN
fcis-9700	73	13	,	,	PUNCT
fcis-9700	73	14	the	the	PRON
fcis-9700	73	15	greater	great	ADJ
fcis-9700	73	16	the	the	DET
fcis-9700	73	17	"	"	PUNCT
fcis-9700	73	18	purity	purity	NOUN
fcis-9700	73	19	improvement	improvement	NOUN
fcis-9700	73	20	"	"	PUNCT
fcis-9700	73	21	obtained	obtain	VERB
fcis-9700	73	22	by	by	ADP
fcis-9700	73	23	using	use	VERB
fcis-9700	73	24	attribute	attribute	NOUN
fcis-9700	73	25	a	a	PRON
fcis-9700	73	26	for	for	ADP
fcis-9700	73	27	partitioning	partition	VERB
fcis-9700	73	28	.	.	PUNCT
fcis-9700	74	1	3	3	X
fcis-9700	74	2	.	.	X
fcis-9700	74	3	results	result	NOUN
fcis-9700	74	4	and	and	CCONJ
fcis-9700	74	5	discussion	discussion	NOUN
fcis-9700	74	6	3.1	3.1	NUM
fcis-9700	74	7	.	.	PUNCT
fcis-9700	74	8	basic	basic	ADJ
fcis-9700	74	9	data	datum	NOUN
fcis-9700	74	10	this	this	DET
fcis-9700	74	11	algorithm	algorithm	NOUN
fcis-9700	74	12	is	be	AUX
fcis-9700	74	13	based	base	VERB
fcis-9700	74	14	on	on	ADP
fcis-9700	74	15	the	the	DET
fcis-9700	74	16	real	real	ADJ
fcis-9700	74	17	scene	scene	NOUN
fcis-9700	74	18	of	of	ADP
fcis-9700	74	19	a	a	DET
fcis-9700	74	20	department	department	NOUN
fcis-9700	74	21	in	in	ADP
fcis-9700	74	22	a	a	DET
fcis-9700	74	23	hospital	hospital	NOUN
fcis-9700	74	24	to	to	PART
fcis-9700	74	25	build	build	VERB
fcis-9700	74	26	a	a	DET
fcis-9700	74	27	nurse	nurse	NOUN
fcis-9700	74	28	scheduling	scheduling	NOUN
fcis-9700	74	29	algorithm	algorithm	NOUN
fcis-9700	74	30	based	base	VERB
fcis-9700	74	31	on	on	ADP
fcis-9700	74	32	integer	integer	NOUN
fcis-9700	74	33	programming	programming	NOUN
fcis-9700	74	34	and	and	CCONJ
fcis-9700	74	35	evolutionary	evolutionary	ADJ
fcis-9700	74	36	algorithm	algorithm	NOUN
fcis-9700	74	37	.	.	PUNCT
fcis-9700	75	1	through	through	ADP
fcis-9700	75	2	communication	communication	NOUN
fcis-9700	75	3	with	with	ADP
fcis-9700	75	4	the	the	DET
fcis-9700	75	5	hospital	hospital	NOUN
fcis-9700	75	6	,	,	PUNCT
fcis-9700	75	7	we	we	PRON
fcis-9700	75	8	obtained	obtain	VERB
fcis-9700	75	9	information	information	NOUN
fcis-9700	75	10	about	about	ADP
fcis-9700	75	11	the	the	DET
fcis-9700	75	12	actual	actual	ADJ
fcis-9700	75	13	scheduling	scheduling	NOUN
fcis-9700	75	14	situation	situation	NOUN
fcis-9700	75	15	and	and	CCONJ
fcis-9700	75	16	the	the	DET
fcis-9700	75	17	nurses	nurse	NOUN
fcis-9700	75	18	in	in	ADP
fcis-9700	75	19	a	a	DET
fcis-9700	75	20	certain	certain	ADJ
fcis-9700	75	21	department	department	NOUN
fcis-9700	75	22	over	over	ADP
fcis-9700	75	23	a	a	DET
fcis-9700	75	24	period	period	NOUN
fcis-9700	75	25	of	of	ADP
fcis-9700	75	26	time	time	NOUN
fcis-9700	75	27	,	,	PUNCT
fcis-9700	75	28	as	as	SCONJ
fcis-9700	75	29	shown	show	VERB
fcis-9700	75	30	in	in	ADP
fcis-9700	75	31	table	table	NOUN
fcis-9700	75	32	2	2	NUM
fcis-9700	75	33	.	.	PUNCT
fcis-9700	75	34	table	table	NOUN
fcis-9700	75	35	2	2	NUM
fcis-9700	75	36	.	.	PUNCT
fcis-9700	75	37	nurse	nurse	PROPN
fcis-9700	75	38	information	information	NOUN
fcis-9700	75	39	table	table	NOUN
fcis-9700	75	40	level	level	NOUN
fcis-9700	75	41	number	number	NOUN
fcis-9700	75	42	of	of	ADP
fcis-9700	75	43	people	people	NOUN
fcis-9700	75	44	n0	n0	X
fcis-9700	76	1	6	6	NUM
fcis-9700	76	2	n1	n1	PROPN
fcis-9700	76	3	7	7	NUM
fcis-9700	76	4	n2	n2	NOUN
fcis-9700	76	5	5	5	NUM
fcis-9700	76	6	n3	n3	ADJ
fcis-9700	76	7	8	8	NUM
fcis-9700	76	8	explanation	explanation	NOUN
fcis-9700	76	9	:	:	PUNCT
fcis-9700	76	10	the	the	DET
fcis-9700	76	11	levels	level	NOUN
fcis-9700	76	12	of	of	ADP
fcis-9700	76	13	n0	n0	PROPN
fcis-9700	76	14	-	-	PUNCT
fcis-9700	76	15	n3	n3	NOUN
fcis-9700	76	16	are	be	AUX
fcis-9700	76	17	gradually	gradually	ADV
fcis-9700	76	18	increasing	increase	VERB
fcis-9700	76	19	,	,	PUNCT
fcis-9700	76	20	and	and	CCONJ
fcis-9700	76	21	their	their	PRON
fcis-9700	76	22	abilities	ability	NOUN
fcis-9700	76	23	are	be	AUX
fcis-9700	76	24	becoming	become	VERB
fcis-9700	76	25	stronger	strong	ADJ
fcis-9700	76	26	.	.	PUNCT
fcis-9700	77	1	only	only	ADV
fcis-9700	77	2	nurses	nurse	NOUN
fcis-9700	77	3	with	with	ADP
fcis-9700	77	4	n1	n1	PROPN
fcis-9700	77	5	and	and	CCONJ
fcis-9700	77	6	above	above	ADV
fcis-9700	77	7	can	can	AUX
fcis-9700	77	8	work	work	VERB
fcis-9700	77	9	night	night	NOUN
fcis-9700	77	10	shifts	shift	NOUN
fcis-9700	77	11	alone	alone	ADV
fcis-9700	77	12	.	.	PUNCT
fcis-9700	78	1	at	at	ADP
fcis-9700	78	2	present	present	ADJ
fcis-9700	78	3	,	,	PUNCT
fcis-9700	78	4	the	the	DET
fcis-9700	78	5	most	most	ADV
fcis-9700	78	6	commonly	commonly	ADV
fcis-9700	78	7	used	use	VERB
fcis-9700	78	8	scheduling	scheduling	NOUN
fcis-9700	78	9	modes	mode	NOUN
fcis-9700	78	10	in	in	ADP
fcis-9700	78	11	china	china	PROPN
fcis-9700	78	12	are	be	AUX
fcis-9700	78	13	traditional	traditional	ADJ
fcis-9700	78	14	weekly	weekly	ADJ
fcis-9700	78	15	scheduling	scheduling	NOUN
fcis-9700	78	16	mode	mode	NOUN
fcis-9700	78	17	,	,	PUNCT
fcis-9700	78	18	apn	apn	PROPN
fcis-9700	78	19	continuous	continuous	ADJ
fcis-9700	78	20	scheduling	scheduling	NOUN
fcis-9700	78	21	mode	mode	NOUN
fcis-9700	78	22	,	,	PUNCT
fcis-9700	78	23	she	she	PRON
fcis-9700	78	24	scheduling	schedule	VERB
fcis-9700	78	25	mode	mode	NOUN
fcis-9700	78	26	,	,	PUNCT
fcis-9700	78	27	and	and	CCONJ
fcis-9700	78	28	flexible	flexible	ADJ
fcis-9700	78	29	scheduling	scheduling	NOUN
fcis-9700	78	30	mode	mode	NOUN
fcis-9700	79	1	[	[	X
fcis-9700	79	2	8	8	NUM
fcis-9700	79	3	]	]	PUNCT
fcis-9700	79	4	.	.	PUNCT
fcis-9700	80	1	this	this	DET
fcis-9700	80	2	algorithm	algorithm	NOUN
fcis-9700	80	3	adopts	adopt	VERB
fcis-9700	80	4	the	the	DET
fcis-9700	80	5	apn	apn	NOUN
fcis-9700	80	6	scheduling	scheduling	NOUN
fcis-9700	80	7	mode	mode	NOUN
fcis-9700	80	8	.	.	PUNCT
fcis-9700	81	1	the	the	DET
fcis-9700	81	2	apn	apn	NOUN
fcis-9700	81	3	scheduling	scheduling	NOUN
fcis-9700	81	4	time	time	NOUN
fcis-9700	81	5	is	be	AUX
fcis-9700	81	6	divided	divide	VERB
fcis-9700	81	7	into	into	ADP
fcis-9700	81	8	two	two	NUM
fcis-9700	81	9	types	type	NOUN
fcis-9700	81	10	:	:	PUNCT
fcis-9700	81	11	(	(	PUNCT
fcis-9700	81	12	8	8	NUM
fcis-9700	81	13	-	-	SYM
fcis-9700	81	14	4	4	NUM
fcis-9700	81	15	,	,	PUNCT
fcis-9700	81	16	4	4	NUM
fcis-9700	81	17	-	-	SYM
fcis-9700	81	18	12	12	NUM
fcis-9700	81	19	,	,	PUNCT
fcis-9700	81	20	12	12	NUM
fcis-9700	81	21	-	-	SYM
fcis-9700	81	22	8)	8)	NUM
fcis-9700	81	23	and	and	CCONJ
fcis-9700	81	24	(	(	PUNCT
fcis-9700	81	25	8	8	NUM
fcis-9700	81	26	-	-	SYM
fcis-9700	81	27	3	3	NUM
fcis-9700	81	28	,	,	PUNCT
fcis-9700	81	29	3	3	NUM
fcis-9700	81	30	-	-	SYM
fcis-9700	81	31	10	10	NUM
fcis-9700	81	32	,	,	PUNCT
fcis-9700	81	33	10	10	NUM
fcis-9700	81	34	-	-	SYM
fcis-9700	81	35	8)	8)	NUM
fcis-9700	81	36	.	.	NOUN
fcis-9700	81	37	3.2	3.2	NUM
fcis-9700	81	38	.	.	PUNCT
fcis-9700	82	1	empirical	empirical	ADJ
fcis-9700	82	2	integer	integer	NOUN
fcis-9700	82	3	programming	programming	NOUN
fcis-9700	82	4	using	use	VERB
fcis-9700	82	5	the	the	DET
fcis-9700	82	6	data	datum	NOUN
fcis-9700	82	7	in	in	ADP
fcis-9700	82	8	this	this	DET
fcis-9700	82	9	article	article	NOUN
fcis-9700	82	10	,	,	PUNCT
fcis-9700	82	11	a	a	DET
fcis-9700	82	12	total	total	NOUN
fcis-9700	82	13	of	of	ADP
fcis-9700	82	14	2184	2184	NUM
fcis-9700	82	15	variables	variable	NOUN
fcis-9700	82	16	and	and	CCONJ
fcis-9700	82	17	2673	2673	NUM
fcis-9700	82	18	constraints	constraint	NOUN
fcis-9700	82	19	need	need	VERB
fcis-9700	82	20	to	to	PART
fcis-9700	82	21	be	be	AUX
fcis-9700	82	22	solved	solve	VERB
fcis-9700	82	23	.	.	PUNCT
fcis-9700	83	1	the	the	DET
fcis-9700	83	2	algorithm	algorithm	NOUN
fcis-9700	83	3	is	be	AUX
fcis-9700	83	4	programmed	program	VERB
fcis-9700	83	5	using	use	VERB
fcis-9700	83	6	python	python	NOUN
fcis-9700	83	7	,	,	PUNCT
fcis-9700	83	8	and	and	CCONJ
fcis-9700	83	9	the	the	DET
fcis-9700	83	10	output	output	NOUN
fcis-9700	83	11	results	result	NOUN
fcis-9700	83	12	are	be	AUX
fcis-9700	83	13	mapped	map	VERB
fcis-9700	83	14	to	to	ADP
fcis-9700	83	15	a	a	DET
fcis-9700	83	16	table	table	NOUN
fcis-9700	83	17	for	for	ADP
fcis-9700	83	18	display	display	NOUN
fcis-9700	83	19	.	.	PUNCT
fcis-9700	84	1	the	the	DET
fcis-9700	84	2	results	result	NOUN
fcis-9700	84	3	are	be	AUX
fcis-9700	84	4	shown	show	VERB
fcis-9700	84	5	in	in	ADP
fcis-9700	84	6	table	table	NOUN
fcis-9700	84	7	3	3	NUM
fcis-9700	84	8	.	.	PUNCT
fcis-9700	84	9	from	from	ADP
fcis-9700	84	10	the	the	DET
fcis-9700	84	11	analysis	analysis	NOUN
fcis-9700	84	12	in	in	ADP
fcis-9700	84	13	the	the	DET
fcis-9700	84	14	table	table	NOUN
fcis-9700	84	15	,	,	PUNCT
fcis-9700	84	16	it	it	PRON
fcis-9700	84	17	can	can	AUX
fcis-9700	84	18	be	be	AUX
fcis-9700	84	19	seen	see	VERB
fcis-9700	84	20	that	that	SCONJ
fcis-9700	84	21	the	the	DET
fcis-9700	84	22	output	output	NOUN
fcis-9700	84	23	results	result	VERB
fcis-9700	84	24	fully	fully	ADV
fcis-9700	84	25	comply	comply	VERB
fcis-9700	84	26	with	with	ADP
fcis-9700	84	27	the	the	DET
fcis-9700	84	28	hard	hard	ADJ
fcis-9700	84	29	constraint	constraint	NOUN
fcis-9700	84	30	requirements	requirement	NOUN
fcis-9700	84	31	,	,	PUNCT
fcis-9700	84	32	and	and	CCONJ
fcis-9700	84	33	it	it	PRON
fcis-9700	84	34	is	be	AUX
fcis-9700	84	35	also	also	ADV
fcis-9700	84	36	evident	evident	ADJ
fcis-9700	84	37	that	that	SCONJ
fcis-9700	84	38	the	the	DET
fcis-9700	84	39	number	number	NOUN
fcis-9700	84	40	of	of	ADP
fcis-9700	84	41	n	n	PRON
fcis-9700	84	42	shifts	shift	NOUN
fcis-9700	84	43	is	be	AUX
fcis-9700	84	44	lower	low	ADJ
fcis-9700	84	45	than	than	ADP
fcis-9700	84	46	other	other	ADJ
fcis-9700	84	47	shift	shift	NOUN
fcis-9700	84	48	types	type	NOUN
fcis-9700	84	49	,	,	PUNCT
fcis-9700	84	50	and	and	CCONJ
fcis-9700	84	51	the	the	DET
fcis-9700	84	52	gap	gap	NOUN
fcis-9700	84	53	in	in	ADP
fcis-9700	84	54	the	the	DET
fcis-9700	84	55	number	number	NOUN
fcis-9700	84	56	of	of	ADP
fcis-9700	84	57	ap	ap	PROPN
fcis-9700	84	58	shifts	shift	NOUN
fcis-9700	84	59	is	be	AUX
fcis-9700	84	60	controlled	control	VERB
fcis-9700	84	61	within	within	ADP
fcis-9700	84	62	a	a	DET
fcis-9700	84	63	certain	certain	ADJ
fcis-9700	84	64	range	range	NOUN
fcis-9700	84	65	,	,	PUNCT
fcis-9700	84	66	which	which	PRON
fcis-9700	84	67	is	be	AUX
fcis-9700	84	68	a	a	DET
fcis-9700	84	69	usable	usable	ADJ
fcis-9700	84	70	layout	layout	NOUN
fcis-9700	84	71	data	datum	NOUN
fcis-9700	84	72	.	.	PUNCT
fcis-9700	85	1	3.3	3.3	NUM
fcis-9700	85	2	.	.	PUNCT
fcis-9700	85	3	demonstration	demonstration	NOUN
fcis-9700	85	4	of	of	ADP
fcis-9700	85	5	evolutionary	evolutionary	ADJ
fcis-9700	85	6	algorithm	algorithm	NOUN
fcis-9700	85	7	evolutionary	evolutionary	ADJ
fcis-9700	85	8	algorithm	algorithm	NOUN
fcis-9700	85	9	is	be	AUX
fcis-9700	85	10	used	use	VERB
fcis-9700	85	11	to	to	PART
fcis-9700	85	12	optimize	optimize	VERB
fcis-9700	85	13	the	the	DET
fcis-9700	85	14	initial	initial	ADJ
fcis-9700	85	15	solution	solution	NOUN
fcis-9700	85	16	of	of	ADP
fcis-9700	85	17	integer	integer	NOUN
fcis-9700	85	18	programming	programming	NOUN
fcis-9700	85	19	,	,	PUNCT
fcis-9700	85	20	and	and	CCONJ
fcis-9700	85	21	the	the	DET
fcis-9700	85	22	results	result	NOUN
fcis-9700	85	23	are	be	AUX
fcis-9700	85	24	shown	show	VERB
fcis-9700	85	25	in	in	ADP
fcis-9700	85	26	table	table	NOUN
fcis-9700	85	27	4	4	NUM
fcis-9700	85	28	.	.	PUNCT
fcis-9700	86	1	after	after	ADP
fcis-9700	86	2	calculation	calculation	NOUN
fcis-9700	86	3	,	,	PUNCT
fcis-9700	86	4	the	the	DET
fcis-9700	86	5	penalty	penalty	NOUN
fcis-9700	86	6	value	value	NOUN
fcis-9700	86	7	of	of	ADP
fcis-9700	86	8	this	this	DET
fcis-9700	86	9	optimization	optimization	NOUN
fcis-9700	86	10	result	result	NOUN
fcis-9700	86	11	is	be	AUX
fcis-9700	86	12	the	the	DET
fcis-9700	86	13	lowest	low	ADJ
fcis-9700	86	14	after	after	ADP
fcis-9700	86	15	10000	10000	NUM
fcis-9700	86	16	iterations	iteration	NOUN
fcis-9700	86	17	.	.	PUNCT
fcis-9700	87	1	compared	compare	VERB
fcis-9700	87	2	with	with	ADP
fcis-9700	87	3	the	the	DET
fcis-9700	87	4	results	result	NOUN
fcis-9700	87	5	in	in	ADP
fcis-9700	87	6	3.2	3.2	NUM
fcis-9700	87	7	,	,	PUNCT
fcis-9700	87	8	the	the	DET
fcis-9700	87	9	number	number	NOUN
fcis-9700	87	10	of	of	ADP
fcis-9700	87	11	consecutive	consecutive	ADJ
fcis-9700	87	12	breaks	break	NOUN
fcis-9700	87	13	has	have	AUX
fcis-9700	87	14	been	be	AUX
fcis-9700	87	15	improved	improve	VERB
fcis-9700	87	16	to	to	ADP
fcis-9700	87	17	a	a	DET
fcis-9700	87	18	certain	certain	ADJ
fcis-9700	87	19	extent	extent	NOUN
fcis-9700	87	20	.	.	PUNCT
fcis-9700	88	1	3.4	3.4	NUM
fcis-9700	88	2	.	.	PUNCT
fcis-9700	88	3	evaluation	evaluation	NOUN
fcis-9700	88	4	of	of	ADP
fcis-9700	88	5	decision	decision	NOUN
fcis-9700	88	6	tree	tree	NOUN
fcis-9700	88	7	classification	classification	NOUN
fcis-9700	88	8	effect	effect	NOUN
fcis-9700	88	9	for	for	ADP
fcis-9700	88	10	the	the	DET
fcis-9700	88	11	training	training	NOUN
fcis-9700	88	12	and	and	CCONJ
fcis-9700	88	13	validation	validation	NOUN
fcis-9700	88	14	of	of	ADP
fcis-9700	88	15	decision	decision	NOUN
fcis-9700	88	16	trees	tree	NOUN
fcis-9700	88	17	,	,	PUNCT
fcis-9700	88	18	there	there	PRON
fcis-9700	88	19	are	be	VERB
fcis-9700	88	20	multiple	multiple	ADJ
fcis-9700	88	21	ways	way	NOUN
fcis-9700	88	22	to	to	PART
fcis-9700	88	23	partition	partition	VERB
fcis-9700	88	24	the	the	DET
fcis-9700	88	25	dataset	dataset	NOUN
fcis-9700	88	26	.	.	PUNCT
fcis-9700	89	1	1	1	X
fcis-9700	89	2	.	.	X
fcis-9700	89	3	common	common	ADJ
fcis-9700	89	4	method	method	NOUN
fcis-9700	89	5	:	:	PUNCT
fcis-9700	89	6	divide	divide	VERB
fcis-9700	89	7	the	the	DET
fcis-9700	89	8	dataset	dataset	NOUN
fcis-9700	89	9	into	into	ADP
fcis-9700	89	10	two	two	NUM
fcis-9700	89	11	parts	part	NOUN
fcis-9700	89	12	:	:	PUNCT
fcis-9700	89	13	the	the	DET
fcis-9700	89	14	training	training	NOUN
fcis-9700	89	15	set	set	NOUN
fcis-9700	89	16	and	and	CCONJ
fcis-9700	89	17	the	the	DET
fcis-9700	89	18	validation	validation	NOUN
fcis-9700	89	19	set	set	NOUN
fcis-9700	89	20	.	.	PUNCT
fcis-9700	90	1	2	2	X
fcis-9700	90	2	.	.	X
fcis-9700	90	3	reservation	reservation	NOUN
fcis-9700	90	4	method	method	NOUN
fcis-9700	90	5	:	:	PUNCT
fcis-9700	90	6	divide	divide	VERB
fcis-9700	90	7	the	the	DET
fcis-9700	90	8	dataset	dataset	NOUN
fcis-9700	90	9	into	into	ADP
fcis-9700	90	10	two	two	NUM
fcis-9700	90	11	mutually	mutually	ADV
fcis-9700	90	12	exclusive	exclusive	ADJ
fcis-9700	90	13	sets	set	NOUN
fcis-9700	90	14	,	,	PUNCT
fcis-9700	90	15	one	one	NUM
fcis-9700	90	16	of	of	ADP
fcis-9700	90	17	which	which	PRON
fcis-9700	90	18	serves	serve	VERB
fcis-9700	90	19	as	as	ADP
fcis-9700	90	20	training	training	NOUN
fcis-9700	90	21	set	set	NOUN
fcis-9700	90	22	s	s	NOUN
fcis-9700	90	23	and	and	CCONJ
fcis-9700	90	24	the	the	DET
fcis-9700	90	25	other	other	ADJ
fcis-9700	90	26	as	as	ADP
fcis-9700	90	27	testing	test	VERB
fcis-9700	90	28	set	set	VERB
fcis-9700	90	29	t.	t.	NOUN
fcis-9700	90	30	after	after	ADP
fcis-9700	90	31	training	train	VERB
fcis-9700	90	32	the	the	DET
fcis-9700	90	33	model	model	NOUN
fcis-9700	90	34	on	on	ADP
fcis-9700	90	35	s	s	PROPN
fcis-9700	90	36	,	,	PUNCT
fcis-9700	90	37	evaluate	evaluate	VERB
fcis-9700	90	38	the	the	DET
fcis-9700	90	39	testing	testing	NOUN
fcis-9700	90	40	error	error	NOUN
fcis-9700	90	41	on	on	ADP
fcis-9700	90	42	t.	t.	NOUN
fcis-9700	90	43	15	15	NUM
fcis-9700	90	44	table	table	NOUN
fcis-9700	90	45	3	3	NUM
fcis-9700	90	46	.	.	PUNCT
fcis-9700	91	1	the	the	DET
fcis-9700	91	2	initial	initial	ADJ
fcis-9700	91	3	results	result	NOUN
fcis-9700	91	4	after	after	ADP
fcis-9700	91	5	integer	integer	NOUN
fcis-9700	91	6	programming	programming	NOUN
fcis-9700	91	7	number	number	NOUN
fcis-9700	91	8	name	name	NOUN
fcis-9700	91	9	monday	monday	PROPN
fcis-9700	91	10	tuesday	tuesday	PROPN
fcis-9700	91	11	wednesday	wednesday	PROPN
fcis-9700	91	12	thursday	thursday	PROPN
fcis-9700	91	13	friday	friday	PROPN
fcis-9700	91	14	saturday	saturday	PROPN
fcis-9700	91	15	sunday	sunday	PROPN
fcis-9700	91	16	0	0	NUM
fcis-9700	91	17	nurse	nurse	PROPN
fcis-9700	91	18	a	a	DET
fcis-9700	91	19	a4.0	a4.0	PROPN
fcis-9700	91	20	n2.0	n2.0	PROPN
fcis-9700	91	21	/	/	SYM
fcis-9700	91	22	a1.0	a1.0	PROPN
fcis-9700	91	23	a2.0	a2.0	PROPN
fcis-9700	91	24	/	/	SYM
fcis-9700	91	25	n3.0	n3.0	PROPN
fcis-9700	91	26	1	1	NUM
fcis-9700	91	27	nurse	nurse	NOUN
fcis-9700	91	28	b	b	PROPN
fcis-9700	91	29	a2.0	a2.0	X
fcis-9700	91	30	a3.0	a3.0	X
fcis-9700	91	31	/	/	SYM
fcis-9700	91	32	a2.0	a2.0	X
fcis-9700	91	33	a1.0	a1.0	PROPN
fcis-9700	91	34	a2.0	a2.0	PROPN
fcis-9700	91	35	/	/	SYM
fcis-9700	91	36	2	2	NUM
fcis-9700	91	37	nurse	nurse	NOUN
fcis-9700	91	38	c	c	PROPN
fcis-9700	91	39	a2.0	a2.0	PROPN
fcis-9700	91	40	a2.0	a2.0	PROPN
fcis-9700	91	41	a2.0	a2.0	PROPN
fcis-9700	91	42	n1.0	n1.0	PROPN
fcis-9700	91	43	/	/	SYM
fcis-9700	91	44	/	/	SYM
fcis-9700	91	45	a2.0	a2.0	PROPN
fcis-9700	91	46	3	3	NUM
fcis-9700	91	47	nurse	nurse	NOUN
fcis-9700	92	1	d	d	PROPN
fcis-9700	92	2	a1.0	a1.0	PROPN
fcis-9700	92	3	a1.0	a1.0	PROPN
fcis-9700	92	4	a1.0	a1.0	PROPN
fcis-9700	92	5	/	/	SYM
fcis-9700	92	6	a1.0	a1.0	PROPN
fcis-9700	92	7	/	/	SYM
fcis-9700	92	8	p1.0	p1.0	PROPN
fcis-9700	92	9	4	4	NUM
fcis-9700	92	10	nurse	nurse	NOUN
fcis-9700	92	11	e	e	PROPN
fcis-9700	92	12	n3.0	n3.0	PROPN
fcis-9700	92	13	/	/	SYM
fcis-9700	92	14	a2.0	a2.0	PROPN
fcis-9700	92	15	a2.0	a2.0	PROPN
fcis-9700	92	16	a1.0	a1.0	PROPN
fcis-9700	92	17	a3.0	a3.0	PROPN
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fcis-9700	92	19	5	5	NUM
fcis-9700	92	20	nurse	nurse	NOUN
fcis-9700	92	21	f	f	PROPN
fcis-9700	92	22	a2.0	a2.0	PROPN
fcis-9700	92	23	/	/	SYM
fcis-9700	92	24	p2.0	p2.0	PROPN
fcis-9700	92	25	p2.0	p2.0	VERB
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fcis-9700	92	27	/	/	SYM
fcis-9700	92	28	a1.0	a1.0	PROPN
fcis-9700	92	29	6	6	NUM
fcis-9700	92	30	nurse	nurse	NOUN
fcis-9700	92	31	g	g	PROPN
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fcis-9700	92	33	a1.0	a1.0	PROPN
fcis-9700	92	34	a2.0	a2.0	PROPN
fcis-9700	92	35	a1.0	a1.0	PROPN
fcis-9700	92	36	/	/	SYM
fcis-9700	92	37	a1.0	a1.0	PROPN
fcis-9700	92	38	a1.0	a1.0	PROPN
fcis-9700	92	39	7	7	NUM
fcis-9700	92	40	nurse	nurse	NOUN
fcis-9700	92	41	h	h	PROPN
fcis-9700	92	42	n2.0	n2.0	PROPN
fcis-9700	92	43	/	/	SYM
fcis-9700	92	44	a2.0	a2.0	PROPN
fcis-9700	92	45	/	/	SYM
fcis-9700	92	46	a1.0	a1.0	PROPN
fcis-9700	92	47	a2.0	a2.0	PROPN
fcis-9700	92	48	a1.0	a1.0	PROPN
fcis-9700	92	49	8	8	NUM
fcis-9700	92	50	nurse	nurse	NOUN
fcis-9700	93	1	i	i	PROPN
fcis-9700	93	2	a2.0	a2.0	PROPN
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fcis-9700	93	5	a1.0	a1.0	PROPN
fcis-9700	93	6	/	/	SYM
fcis-9700	93	7	a3.0	a3.0	PROPN
fcis-9700	93	8	a1.0	a1.0	PROPN
fcis-9700	93	9	9	9	NUM
fcis-9700	93	10	nurse	nurse	NOUN
fcis-9700	93	11	j	j	PROPN
fcis-9700	93	12	p2.0	p2.0	X
fcis-9700	93	13	n1.0	n1.0	PROPN
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fcis-9700	93	15	n2.0	n2.0	PROPN
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fcis-9700	93	17	a2.0	a2.0	PROPN
fcis-9700	93	18	p2.0	p2.0	X
fcis-9700	93	19	10	10	NUM
fcis-9700	93	20	nurse	nurse	NOUN
fcis-9700	93	21	k	k	PROPN
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fcis-9700	93	23	/	/	SYM
fcis-9700	93	24	a1.0	a1.0	PROPN
fcis-9700	93	25	a2.0	a2.0	PROPN
fcis-9700	93	26	a2.0	a2.0	PROPN
fcis-9700	93	27	a1.0	a1.0	PROPN
fcis-9700	93	28	a1.0	a1.0	PROPN
fcis-9700	93	29	11	11	NUM
fcis-9700	93	30	nurse	nurse	NOUN
fcis-9700	93	31	l	l	NOUN
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fcis-9700	93	33	p2.0	p2.0	X
fcis-9700	93	34	a2.0	a2.0	PROPN
fcis-9700	93	35	a2.0	a2.0	PROPN
fcis-9700	94	1	a1.0	a1.0	PROPN
fcis-9700	94	2	n2.0	n2.0	PROPN
fcis-9700	94	3	/	/	SYM
fcis-9700	94	4	12	12	NUM
fcis-9700	94	5	nurse	nurse	NOUN
fcis-9700	94	6	m	m	PROPN
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fcis-9700	94	8	a2.0	a2.0	PROPN
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fcis-9700	94	10	a2.0	a2.0	PROPN
fcis-9700	94	11	a2.0	a2.0	PROPN
fcis-9700	94	12	a1.0	a1.0	PROPN
fcis-9700	94	13	/	/	SYM
fcis-9700	94	14	13	13	NUM
fcis-9700	94	15	nurse	nurse	NOUN
fcis-9700	94	16	n	n	PROPN
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fcis-9700	94	18	a2.0	a2.0	X
fcis-9700	94	19	a3.0	a3.0	X
fcis-9700	94	20	a3.0	a3.0	X
fcis-9700	94	21	a2.0	a2.0	PROPN
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fcis-9700	94	24	14	14	NUM
fcis-9700	94	25	nurse	nurse	NOUN
fcis-9700	94	26	o	o	PROPN
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fcis-9700	94	28	a2.0	a2.0	PROPN
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fcis-9700	94	30	a1.0	a1.0	PROPN
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fcis-9700	95	1	a3.0	a3.0	PROPN
fcis-9700	95	2	n3.0	n3.0	ADJ
fcis-9700	95	3	15	15	NUM
fcis-9700	95	4	nurse	nurse	NOUN
fcis-9700	95	5	p	p	PROPN
fcis-9700	95	6	a1.0	a1.0	PROPN
fcis-9700	95	7	p1.0	p1.0	PROPN
fcis-9700	95	8	a1.0	a1.0	PROPN
fcis-9700	95	9	p1.0	p1.0	PROPN
fcis-9700	95	10	/	/	SYM
fcis-9700	95	11	/	/	SYM
fcis-9700	95	12	a1.0	a1.0	PROPN
fcis-9700	95	13	16	16	NUM
fcis-9700	95	14	nurse	nurse	NOUN
fcis-9700	95	15	q	q	PROPN
fcis-9700	95	16	a3.0	a3.0	X
fcis-9700	95	17	a2.0	a2.0	X
fcis-9700	95	18	a3.0	a3.0	X
fcis-9700	95	19	/	/	PUNCT
fcis-9700	95	20	p2.0	p2.0	CCONJ
fcis-9700	95	21	n1.0	n1.0	PROPN
fcis-9700	95	22	/	/	SYM
fcis-9700	96	1	17	17	NUM
fcis-9700	96	2	nurse	nurse	NOUN
fcis-9700	96	3	r	r	NOUN
fcis-9700	96	4	a3.0	a3.0	PROPN
fcis-9700	96	5	a1.0	a1.0	PROPN
fcis-9700	96	6	a2.0	a2.0	PROPN
fcis-9700	96	7	/	/	SYM
fcis-9700	96	8	a4.0	a4.0	PROPN
fcis-9700	96	9	a2.0	a2.0	PROPN
fcis-9700	96	10	/	/	SYM
fcis-9700	96	11	18	18	NUM
fcis-9700	96	12	nurse	nurse	NOUN
fcis-9700	96	13	s	s	PART
fcis-9700	96	14	a3.0	a3.0	PROPN
fcis-9700	96	15	a4.0	a4.0	PROPN
fcis-9700	96	16	a4.0	a4.0	ADV
fcis-9700	96	17	a4.0	a4.0	VERB
fcis-9700	96	18	n2.0	n2.0	PROPN
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fcis-9700	96	20	/	/	SYM
fcis-9700	96	21	19	19	NUM
fcis-9700	96	22	nurse	nurse	NOUN
fcis-9700	96	23	t	t	PROPN
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fcis-9700	96	25	a2.0	a2.0	PROPN
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fcis-9700	96	29	a4.0	a4.0	PROPN
fcis-9700	96	30	a4.0	a4.0	ADJ
fcis-9700	96	31	20	20	NUM
fcis-9700	96	32	nurse	nurse	NOUN
fcis-9700	96	33	u	u	NOUN
fcis-9700	96	34	p1.0	p1.0	PROPN
fcis-9700	96	35	a1.0	a1.0	PROPN
fcis-9700	96	36	a1.0	a1.0	PROPN
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fcis-9700	96	38	n1.0	n1.0	PROPN
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fcis-9700	96	40	a1.0	a1.0	PROPN
fcis-9700	96	41	21	21	NUM
fcis-9700	96	42	nurse	nurse	NOUN
fcis-9700	96	43	v	v	ADP
fcis-9700	96	44	a1.0	a1.0	PROPN
fcis-9700	96	45	a1.0	a1.0	PROPN
fcis-9700	96	46	p1.0	p1.0	PROPN
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fcis-9700	96	48	/	/	SYM
fcis-9700	96	49	a1.0	a1.0	PROPN
fcis-9700	96	50	a1.0	a1.0	PROPN
fcis-9700	96	51	22	22	NUM
fcis-9700	96	52	nurse	nurse	NOUN
fcis-9700	96	53	w	w	PROPN
fcis-9700	96	54	a1.0	a1.0	PROPN
fcis-9700	96	55	a1.0	a1.0	PROPN
fcis-9700	96	56	a1.0	a1.0	PROPN
fcis-9700	96	57	a1.0	a1.0	PROPN
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fcis-9700	96	59	/	/	SYM
fcis-9700	96	60	a1.0	a1.0	PROPN
fcis-9700	96	61	23	23	NUM
fcis-9700	96	62	nurse	nurse	NOUN
fcis-9700	96	63	x	x	NOUN
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fcis-9700	96	65	/	/	SYM
fcis-9700	96	66	a1.0	a1.0	PROPN
fcis-9700	96	67	a2.0	a2.0	PROPN
fcis-9700	96	68	a2.0	a2.0	PROPN
fcis-9700	96	69	a2.0	a2.0	PROPN
fcis-9700	96	70	a1.0	a1.0	PROPN
fcis-9700	96	71	24	24	NUM
fcis-9700	96	72	nurse	nurse	NOUN
fcis-9700	96	73	y	y	PROPN
fcis-9700	96	74	a1.0	a1.0	PROPN
fcis-9700	96	75	/	/	SYM
fcis-9700	96	76	n1.0	n1.0	PROPN
fcis-9700	96	77	/	/	SYM
fcis-9700	96	78	p1.0	p1.0	PROPN
fcis-9700	96	79	p1.0	p1.0	PROPN
fcis-9700	96	80	a1.0	a1.0	PROPN
fcis-9700	96	81	25	25	NUM
fcis-9700	96	82	nurse	nurse	NOUN
fcis-9700	96	83	z	z	PROPN
fcis-9700	96	84	/	/	SYM
fcis-9700	96	85	a4.0	a4.0	PROPN
fcis-9700	96	86	n3.0	n3.0	PROPN
fcis-9700	96	87	/	/	SYM
fcis-9700	96	88	a2.0	a2.0	PROPN
fcis-9700	96	89	p2.0	p2.0	X
fcis-9700	96	90	a3.0	a3.0	PROPN
fcis-9700	96	91	table	table	VERB
fcis-9700	96	92	4	4	NUM
fcis-9700	96	93	.	.	PUNCT
fcis-9700	97	1	the	the	DET
fcis-9700	97	2	results	result	NOUN
fcis-9700	97	3	after	after	ADP
fcis-9700	97	4	evolutionary	evolutionary	ADJ
fcis-9700	97	5	algorithm	algorithm	NOUN
fcis-9700	97	6	optimization	optimization	NOUN
fcis-9700	97	7	number	number	NOUN
fcis-9700	97	8	name	name	NOUN
fcis-9700	97	9	monday	monday	PROPN
fcis-9700	97	10	tuesday	tuesday	PROPN
fcis-9700	97	11	wednesday	wednesday	PROPN
fcis-9700	97	12	thursday	thursday	PROPN
fcis-9700	97	13	friday	friday	PROPN
fcis-9700	97	14	saturday	saturday	PROPN
fcis-9700	97	15	sunday	sunday	PROPN
fcis-9700	97	16	0	0	NUM
fcis-9700	97	17	nurse	nurse	PROPN
fcis-9700	97	18	a	a	DET
fcis-9700	97	19	a4.0	a4.0	PROPN
fcis-9700	97	20	n2.0	n2.0	PROPN
fcis-9700	97	21	/	/	SYM
fcis-9700	97	22	a1.0	a1.0	PROPN
fcis-9700	97	23	a2.0	a2.0	PROPN
fcis-9700	97	24	/	/	SYM
fcis-9700	97	25	n3.0	n3.0	PROPN
fcis-9700	97	26	1	1	NUM
fcis-9700	97	27	nurse	nurse	NOUN
fcis-9700	97	28	b	b	PROPN
fcis-9700	97	29	a2.0	a2.0	PROPN
fcis-9700	97	30	a3.0	a3.0	X
fcis-9700	97	31	a2.0	a2.0	PROPN
fcis-9700	97	32	/	/	SYM
fcis-9700	97	33	a1.0	a1.0	PROPN
fcis-9700	97	34	/	/	SYM
fcis-9700	97	35	a2.0	a2.0	PROPN
fcis-9700	97	36	2	2	NUM
fcis-9700	97	37	nurse	nurse	NOUN
fcis-9700	97	38	c	c	PROPN
fcis-9700	97	39	a2.0	a2.0	PROPN
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fcis-9700	97	42	a2.0	a2.0	PROPN
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fcis-9700	97	44	a2.0	a2.0	PROPN
fcis-9700	97	45	/	/	SYM
fcis-9700	97	46	3	3	NUM
fcis-9700	97	47	nurse	nurse	NOUN
fcis-9700	98	1	d	d	PROPN
fcis-9700	98	2	a1.0	a1.0	PROPN
fcis-9700	98	3	a1.0	a1.0	PROPN
fcis-9700	98	4	a1.0	a1.0	PROPN
fcis-9700	98	5	n1.0	n1.0	PROPN
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fcis-9700	98	7	/	/	SYM
fcis-9700	98	8	p1.0	p1.0	ADJ
fcis-9700	98	9	4	4	NUM
fcis-9700	98	10	nurse	nurse	NOUN
fcis-9700	98	11	e	e	PROPN
fcis-9700	98	12	n3.0	n3.0	PROPN
fcis-9700	98	13	/	/	SYM
fcis-9700	98	14	a2.0	a2.0	PROPN
fcis-9700	98	15	a2.0	a2.0	PROPN
fcis-9700	98	16	a1.0	a1.0	PROPN
fcis-9700	98	17	a3.0	a3.0	PROPN
fcis-9700	98	18	/	/	SYM
fcis-9700	98	19	5	5	NUM
fcis-9700	98	20	nurse	nurse	NOUN
fcis-9700	98	21	f	f	PROPN
fcis-9700	98	22	a2.0	a2.0	PROPN
fcis-9700	98	23	/	/	SYM
fcis-9700	98	24	p2.0	p2.0	PROPN
fcis-9700	98	25	p2.0	p2.0	VERB
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fcis-9700	98	27	/	/	SYM
fcis-9700	98	28	a1.0	a1.0	PROPN
fcis-9700	98	29	6	6	NUM
fcis-9700	98	30	nurse	nurse	NOUN
fcis-9700	98	31	g	g	PROPN
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fcis-9700	98	33	a1.0	a1.0	PROPN
fcis-9700	98	34	a2.0	a2.0	PROPN
fcis-9700	98	35	a1.0	a1.0	PROPN
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fcis-9700	98	37	a1.0	a1.0	PROPN
fcis-9700	98	38	a1.0	a1.0	PROPN
fcis-9700	98	39	7	7	NUM
fcis-9700	98	40	nurse	nurse	NOUN
fcis-9700	98	41	h	h	PROPN
fcis-9700	98	42	n2.0	n2.0	PROPN
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fcis-9700	98	44	a2.0	a2.0	PROPN
fcis-9700	98	45	a1.0	a1.0	PROPN
fcis-9700	98	46	/	/	SYM
fcis-9700	98	47	a2.0	a2.0	PROPN
fcis-9700	98	48	a1.0	a1.0	PROPN
fcis-9700	98	49	8	8	NUM
fcis-9700	98	50	nurse	nurse	NOUN
fcis-9700	98	51	i	i	PROPN
fcis-9700	98	52	a2.0	a2.0	PROPN
fcis-9700	98	53	a1.0	a1.0	PROPN
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fcis-9700	98	55	/	/	SYM
fcis-9700	98	56	a1.0	a1.0	PROPN
fcis-9700	98	57	a3.0	a3.0	PROPN
fcis-9700	98	58	a1.0	a1.0	PROPN
fcis-9700	98	59	9	9	NUM
fcis-9700	98	60	nurse	nurse	NOUN
fcis-9700	98	61	j	j	PROPN
fcis-9700	98	62	p2.0	p2.0	X
fcis-9700	98	63	n1.0	n1.0	PROPN
fcis-9700	98	64	/	/	SYM
fcis-9700	98	65	n2.0	n2.0	PROPN
fcis-9700	98	66	/	/	SYM
fcis-9700	98	67	a2.0	a2.0	PROPN
fcis-9700	98	68	p2.0	p2.0	X
fcis-9700	98	69	10	10	NUM
fcis-9700	98	70	nurse	nurse	NOUN
fcis-9700	98	71	k	k	PROPN
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fcis-9700	98	73	/	/	SYM
fcis-9700	98	74	a1.0	a1.0	PROPN
fcis-9700	98	75	a2.0	a2.0	PROPN
fcis-9700	98	76	a2.0	a2.0	PROPN
fcis-9700	98	77	a1.0	a1.0	PROPN
fcis-9700	98	78	a1.0	a1.0	PROPN
fcis-9700	98	79	11	11	NUM
fcis-9700	98	80	nurse	nurse	NOUN
fcis-9700	98	81	l	l	NOUN
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fcis-9700	98	83	p2.0	p2.0	X
fcis-9700	98	84	a2.0	a2.0	PROPN
fcis-9700	98	85	a2.0	a2.0	PROPN
fcis-9700	98	86	a1.0	a1.0	PROPN
fcis-9700	98	87	n2.0	n2.0	PROPN
fcis-9700	98	88	/	/	SYM
fcis-9700	98	89	12	12	NUM
fcis-9700	98	90	nurse	nurse	NOUN
fcis-9700	98	91	m	m	PROPN
fcis-9700	98	92	a2.0	a2.0	PROPN
fcis-9700	98	93	a2.0	a2.0	PROPN
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fcis-9700	98	95	a2.0	a2.0	PROPN
fcis-9700	98	96	a2.0	a2.0	PROPN
fcis-9700	98	97	a1.0	a1.0	PROPN
fcis-9700	98	98	/	/	SYM
fcis-9700	98	99	13	13	NUM
fcis-9700	98	100	nurse	nurse	NOUN
fcis-9700	98	101	n	n	PROPN
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fcis-9700	98	103	a2.0	a2.0	X
fcis-9700	98	104	a3.0	a3.0	X
fcis-9700	98	105	a3.0	a3.0	X
fcis-9700	98	106	a2.0	a2.0	PROPN
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fcis-9700	98	109	14	14	NUM
fcis-9700	98	110	nurse	nurse	NOUN
fcis-9700	98	111	o	o	PROPN
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fcis-9700	98	113	a2.0	a2.0	PROPN
fcis-9700	98	114	/	/	SYM
fcis-9700	98	115	a1.0	a1.0	PROPN
fcis-9700	98	116	a3.0	a3.0	PUNCT
fcis-9700	99	1	a3.0	a3.0	PROPN
fcis-9700	99	2	n3.0	n3.0	ADJ
fcis-9700	99	3	15	15	NUM
fcis-9700	99	4	nurse	nurse	NOUN
fcis-9700	99	5	p	p	PROPN
fcis-9700	99	6	a1.0	a1.0	PROPN
fcis-9700	99	7	p1.0	p1.0	PROPN
fcis-9700	99	8	a1.0	a1.0	PROPN
fcis-9700	99	9	p1.0	p1.0	PROPN
fcis-9700	99	10	/	/	SYM
fcis-9700	99	11	/	/	SYM
fcis-9700	99	12	a1.0	a1.0	PROPN
fcis-9700	99	13	16	16	NUM
fcis-9700	99	14	nurse	nurse	NOUN
fcis-9700	99	15	q	q	PROPN
fcis-9700	99	16	a3.0	a3.0	X
fcis-9700	99	17	a2.0	a2.0	X
fcis-9700	99	18	a3.0	a3.0	X
fcis-9700	99	19	/	/	PUNCT
fcis-9700	99	20	p2.0	p2.0	CCONJ
fcis-9700	99	21	n1.0	n1.0	PROPN
fcis-9700	99	22	/	/	SYM
fcis-9700	100	1	17	17	NUM
fcis-9700	100	2	nurse	nurse	NOUN
fcis-9700	100	3	r	r	NOUN
fcis-9700	100	4	a3.0	a3.0	PROPN
fcis-9700	100	5	a1.0	a1.0	PROPN
fcis-9700	100	6	a2.0	a2.0	PROPN
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fcis-9700	100	8	a4.0	a4.0	PROPN
fcis-9700	100	9	a2.0	a2.0	PROPN
fcis-9700	100	10	/	/	SYM
fcis-9700	100	11	18	18	NUM
fcis-9700	100	12	nurse	nurse	NOUN
fcis-9700	100	13	s	s	PART
fcis-9700	100	14	a3.0	a3.0	PROPN
fcis-9700	100	15	a4.0	a4.0	PROPN
fcis-9700	100	16	a4.0	a4.0	ADV
fcis-9700	100	17	a4.0	a4.0	VERB
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fcis-9700	100	20	/	/	SYM
fcis-9700	100	21	19	19	NUM
fcis-9700	100	22	nurse	nurse	NOUN
fcis-9700	100	23	t	t	PROPN
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fcis-9700	100	25	a2.0	a2.0	PROPN
fcis-9700	100	26	a1.0	a1.0	PROPN
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fcis-9700	100	28	n1.0	n1.0	PROPN
fcis-9700	100	29	a4.0	a4.0	PROPN
fcis-9700	100	30	a4.0	a4.0	PROPN
fcis-9700	100	31	20	20	NUM
fcis-9700	100	32	nurse	nurse	NOUN
fcis-9700	100	33	u	u	NOUN
fcis-9700	100	34	p1.0	p1.0	PROPN
fcis-9700	100	35	a1.0	a1.0	PROPN
fcis-9700	100	36	a1.0	a1.0	PROPN
fcis-9700	100	37	a1.0	a1.0	PROPN
fcis-9700	100	38	/	/	SYM
fcis-9700	100	39	/	/	SYM
fcis-9700	100	40	a1.0	a1.0	PROPN
fcis-9700	100	41	21	21	NUM
fcis-9700	100	42	nurse	nurse	NOUN
fcis-9700	100	43	v	v	ADP
fcis-9700	100	44	a1.0	a1.0	PROPN
fcis-9700	100	45	a1.0	a1.0	PROPN
fcis-9700	100	46	a1.0	a1.0	PROPN
fcis-9700	100	47	/	/	SYM
fcis-9700	100	48	/	/	SYM
fcis-9700	100	49	a1.0	a1.0	PROPN
fcis-9700	100	50	a1.0	a1.0	PROPN
fcis-9700	100	51	22	22	NUM
fcis-9700	100	52	nurse	nurse	NOUN
fcis-9700	100	53	w	w	PROPN
fcis-9700	100	54	a1.0	a1.0	PROPN
fcis-9700	100	55	a1.0	a1.0	PROPN
fcis-9700	100	56	p1.0	p1.0	PROPN
fcis-9700	100	57	a1.0	a1.0	PROPN
fcis-9700	100	58	/	/	SYM
fcis-9700	100	59	/	/	SYM
fcis-9700	100	60	a1.0	a1.0	PROPN
fcis-9700	100	61	23	23	NUM
fcis-9700	100	62	nurse	nurse	NOUN
fcis-9700	100	63	x	x	NOUN
fcis-9700	100	64	/	/	SYM
fcis-9700	100	65	/	/	SYM
fcis-9700	100	66	a1.0	a1.0	PROPN
fcis-9700	100	67	a2.0	a2.0	PROPN
fcis-9700	100	68	a2.0	a2.0	PROPN
fcis-9700	100	69	a2.0	a2.0	PROPN
fcis-9700	100	70	a1.0	a1.0	PROPN
fcis-9700	100	71	24	24	NUM
fcis-9700	100	72	nurse	nurse	NOUN
fcis-9700	100	73	a	a	DET
fcis-9700	100	74	a1.0	a1.0	PROPN
fcis-9700	100	75	/	/	SYM
fcis-9700	100	76	n1.0	n1.0	PROPN
fcis-9700	100	77	/	/	SYM
fcis-9700	100	78	p1.0	p1.0	PROPN
fcis-9700	100	79	p1.0	p1.0	PROPN
fcis-9700	100	80	a1.0	a1.0	PROPN
fcis-9700	100	81	25	25	NUM
fcis-9700	100	82	nurse	nurse	NOUN
fcis-9700	100	83	b	b	PROPN
fcis-9700	100	84	/	/	SYM
fcis-9700	100	85	a4.0	a4.0	PROPN
fcis-9700	100	86	n3.0	n3.0	PROPN
fcis-9700	100	87	/	/	SYM
fcis-9700	100	88	a2.0	a2.0	PROPN
fcis-9700	100	89	p2.0	p2.0	X
fcis-9700	100	90	a3.0	a3.0	PROPN
fcis-9700	100	91	table	table	NOUN
fcis-9700	100	92	5	5	NUM
fcis-9700	100	93	.	.	PUNCT
fcis-9700	101	1	the	the	DET
fcis-9700	101	2	decision	decision	NOUN
fcis-9700	101	3	trees	tree	NOUN
fcis-9700	101	4	under	under	ADP
fcis-9700	101	5	different	different	ADJ
fcis-9700	101	6	dataset	dataset	NOUN
fcis-9700	101	7	classification	classification	NOUN
fcis-9700	101	8	method	method	NOUN
fcis-9700	101	9	’s	’s	PART
fcis-9700	101	10	performance	performance	NOUN
fcis-9700	101	11	measure	measure	NOUN
fcis-9700	101	12	method	method	VERB
fcis-9700	101	13	1	1	NUM
fcis-9700	101	14	1	1	NUM
fcis-9700	101	15	1	1	NUM
fcis-9700	101	16	normal	normal	ADJ
fcis-9700	101	17	method	method	NOUN
fcis-9700	101	18	0.91	0.91	NUM
fcis-9700	101	19	0.9	0.9	NUM
fcis-9700	101	20	0.91	0.91	NUM
fcis-9700	101	21	0.77	0.77	NUM
fcis-9700	101	22	0.5	0.5	NUM
fcis-9700	101	23	0.6	0.6	NUM
fcis-9700	101	24	0.76	0.76	NUM
fcis-9700	101	25	0.99	0.99	NUM
fcis-9700	101	26	0.86	0.86	NUM
fcis-9700	101	27	0.83	0.83	NUM
fcis-9700	101	28	hold	hold	NOUN
fcis-9700	101	29	-	-	PUNCT
fcis-9700	101	30	out	out	NOUN
fcis-9700	101	31	0.96	0.96	NUM
fcis-9700	101	32	0.93	0.93	NUM
fcis-9700	101	33	0.95	0.95	NUM
fcis-9700	101	34	0.75	0.75	NUM
fcis-9700	101	35	0.49	0.49	NUM
fcis-9700	101	36	0.6	0.6	NUM
fcis-9700	101	37	0.74	0.74	NUM
fcis-9700	101	38	0.99	0.99	NUM
fcis-9700	101	39	0.85	0.85	NUM
fcis-9700	101	40	0.86	0.86	NUM
fcis-9700	101	41	cross	cross	NOUN
fcis-9700	101	42	alidation	alidation	NOUN
fcis-9700	101	43	0.92	0.92	NUM
fcis-9700	101	44	0.92	0.92	NUM
fcis-9700	101	45	0.93	0.93	NUM
fcis-9700	101	46	0.8	0.8	NUM
fcis-9700	101	47	0.47	0.47	NUM
fcis-9700	101	48	0.52	0.52	NUM
fcis-9700	101	49	0.75	0.75	NUM
fcis-9700	101	50	0.98	0.98	NUM
fcis-9700	101	51	0.84	0.84	NUM
fcis-9700	101	52	0.84	0.84	NUM
fcis-9700	101	53	3	3	NUM
fcis-9700	101	54	.	.	PUNCT
fcis-9700	102	1	cross	cross	NOUN
fcis-9700	102	2	validation	validation	NOUN
fcis-9700	102	3	method	method	NOUN
fcis-9700	102	4	:	:	PUNCT
fcis-9700	102	5	first	first	ADV
fcis-9700	102	6	,	,	PUNCT
fcis-9700	102	7	divide	divide	VERB
fcis-9700	102	8	the	the	DET
fcis-9700	102	9	dataset	dataset	NOUN
fcis-9700	102	10	d	d	NOUN
fcis-9700	102	11	into	into	ADP
fcis-9700	102	12	k	k	PROPN
fcis-9700	102	13	mutually	mutually	ADV
fcis-9700	102	14	exclusive	exclusive	ADJ
fcis-9700	102	15	subsets	subset	NOUN
fcis-9700	102	16	of	of	ADP
fcis-9700	102	17	similar	similar	ADJ
fcis-9700	102	18	size	size	NOUN
fcis-9700	102	19	.	.	PUNCT
fcis-9700	103	1	then	then	ADV
fcis-9700	103	2	,	,	PUNCT
fcis-9700	103	3	each	each	DET
fcis-9700	103	4	time	time	NOUN
fcis-9700	103	5	,	,	PUNCT
fcis-9700	103	6	16	16	NUM
fcis-9700	103	7	use	use	VERB
fcis-9700	103	8	the	the	DET
fcis-9700	103	9	union	union	NOUN
fcis-9700	103	10	of	of	ADP
fcis-9700	103	11	k-1	k-1	PROPN
fcis-9700	103	12	subsets	subsets	PROPN
fcis-9700	103	13	as	as	ADP
fcis-9700	103	14	the	the	DET
fcis-9700	103	15	training	training	NOUN
fcis-9700	103	16	set	set	NOUN
fcis-9700	103	17	,	,	PUNCT
fcis-9700	103	18	and	and	CCONJ
fcis-9700	103	19	the	the	DET
fcis-9700	103	20	remaining	remain	VERB
fcis-9700	103	21	subset	subset	NOUN
fcis-9700	103	22	as	as	ADP
fcis-9700	103	23	the	the	DET
fcis-9700	103	24	test	test	NOUN
fcis-9700	103	25	set	set	NOUN
fcis-9700	103	26	;	;	PUNCT
fcis-9700	103	27	in	in	ADP
fcis-9700	103	28	this	this	DET
fcis-9700	103	29	way	way	NOUN
fcis-9700	103	30	,	,	PUNCT
fcis-9700	103	31	k	k	PROPN
fcis-9700	103	32	sets	set	NOUN
fcis-9700	103	33	of	of	ADP
fcis-9700	103	34	training	training	NOUN
fcis-9700	103	35	/	/	SYM
fcis-9700	103	36	testing	testing	NOUN
fcis-9700	103	37	sets	set	NOUN
fcis-9700	103	38	can	can	AUX
fcis-9700	103	39	be	be	AUX
fcis-9700	103	40	obtained	obtain	VERB
fcis-9700	103	41	,	,	PUNCT
fcis-9700	103	42	allowing	allow	VERB
fcis-9700	103	43	for	for	ADP
fcis-9700	103	44	k	k	PROPN
fcis-9700	103	45	training	training	NOUN
fcis-9700	103	46	and	and	CCONJ
fcis-9700	103	47	testing	testing	NOUN
fcis-9700	103	48	sessions	session	NOUN
fcis-9700	103	49	,	,	PUNCT
fcis-9700	103	50	ultimately	ultimately	ADV
fcis-9700	103	51	returning	return	VERB
fcis-9700	103	52	the	the	DET
fcis-9700	103	53	mean	mean	NOUN
fcis-9700	103	54	of	of	ADP
fcis-9700	103	55	these	these	DET
fcis-9700	103	56	k	k	PROPN
fcis-9700	103	57	test	test	NOUN
fcis-9700	103	58	results	result	NOUN
fcis-9700	103	59	.	.	PUNCT
fcis-9700	104	1	4	4	X
fcis-9700	104	2	.	.	X
fcis-9700	104	3	conclusion	conclusion	NOUN
fcis-9700	104	4	this	this	DET
fcis-9700	104	5	study	study	NOUN
fcis-9700	104	6	has	have	AUX
fcis-9700	104	7	completed	complete	VERB
fcis-9700	104	8	the	the	DET
fcis-9700	104	9	implementation	implementation	NOUN
fcis-9700	104	10	of	of	ADP
fcis-9700	104	11	the	the	DET
fcis-9700	104	12	nurse	nurse	NOUN
fcis-9700	104	13	scheduling	scheduling	NOUN
fcis-9700	104	14	algorithm	algorithm	NOUN
fcis-9700	104	15	,	,	PUNCT
fcis-9700	104	16	which	which	PRON
fcis-9700	104	17	can	can	AUX
fcis-9700	104	18	generate	generate	VERB
fcis-9700	104	19	a	a	DET
fcis-9700	104	20	weekly	weekly	ADJ
fcis-9700	104	21	nurse	nurse	NOUN
fcis-9700	104	22	scheduling	scheduling	NOUN
fcis-9700	104	23	table	table	NOUN
fcis-9700	104	24	based	base	VERB
fcis-9700	104	25	on	on	ADP
fcis-9700	104	26	the	the	DET
fcis-9700	104	27	preset	preset	ADJ
fcis-9700	104	28	number	number	NOUN
fcis-9700	104	29	of	of	ADP
fcis-9700	104	30	nurses	nurse	NOUN
fcis-9700	104	31	,	,	PUNCT
fcis-9700	104	32	nurse	nurse	NOUN
fcis-9700	104	33	abilities	ability	NOUN
fcis-9700	104	34	,	,	PUNCT
fcis-9700	104	35	scheduling	schedule	VERB
fcis-9700	104	36	coverage	coverage	NOUN
fcis-9700	104	37	requirements	requirement	NOUN
fcis-9700	104	38	,	,	PUNCT
fcis-9700	104	39	and	and	CCONJ
fcis-9700	104	40	historical	historical	ADJ
fcis-9700	104	41	data	datum	NOUN
fcis-9700	104	42	.	.	PUNCT
fcis-9700	105	1	at	at	ADP
fcis-9700	105	2	the	the	DET
fcis-9700	105	3	same	same	ADJ
fcis-9700	105	4	time	time	NOUN
fcis-9700	105	5	,	,	PUNCT
fcis-9700	105	6	it	it	PRON
fcis-9700	105	7	can	can	AUX
fcis-9700	105	8	also	also	ADV
fcis-9700	105	9	meet	meet	VERB
fcis-9700	105	10	some	some	DET
fcis-9700	105	11	special	special	ADJ
fcis-9700	105	12	needs	need	NOUN
fcis-9700	105	13	,	,	PUNCT
fcis-9700	105	14	such	such	ADJ
fcis-9700	105	15	as	as	ADP
fcis-9700	105	16	the	the	DET
fcis-9700	105	17	number	number	NOUN
fcis-9700	105	18	of	of	ADP
fcis-9700	105	19	night	night	NOUN
fcis-9700	105	20	shifts	shift	NOUN
fcis-9700	105	21	,	,	PUNCT
fcis-9700	105	22	willingness	willingness	NOUN
fcis-9700	105	23	to	to	PART
fcis-9700	105	24	work	work	VERB
fcis-9700	105	25	,	,	PUNCT
fcis-9700	105	26	and	and	CCONJ
fcis-9700	105	27	willingness	willingness	NOUN
fcis-9700	105	28	to	to	PART
fcis-9700	105	29	take	take	VERB
fcis-9700	105	30	consecutive	consecutive	ADJ
fcis-9700	105	31	breaks	break	NOUN
fcis-9700	105	32	,	,	PUNCT
fcis-9700	105	33	to	to	ADP
fcis-9700	105	34	a	a	DET
fcis-9700	105	35	certain	certain	ADJ
fcis-9700	105	36	extent	extent	NOUN
fcis-9700	105	37	,	,	PUNCT
fcis-9700	105	38	making	make	VERB
fcis-9700	105	39	scheduling	scheduling	NOUN
fcis-9700	105	40	more	more	ADV
fcis-9700	105	41	humane	humane	ADJ
fcis-9700	105	42	.	.	PUNCT
fcis-9700	106	1	from	from	ADP
fcis-9700	106	2	the	the	DET
fcis-9700	106	3	final	final	ADJ
fcis-9700	106	4	results	result	NOUN
fcis-9700	106	5	,	,	PUNCT
fcis-9700	106	6	it	it	PRON
fcis-9700	106	7	can	can	AUX
fcis-9700	106	8	be	be	AUX
fcis-9700	106	9	seen	see	VERB
fcis-9700	106	10	that	that	SCONJ
fcis-9700	106	11	the	the	DET
fcis-9700	106	12	algorithm	algorithm	NOUN
fcis-9700	106	13	implemented	implement	VERB
fcis-9700	106	14	by	by	ADP
fcis-9700	106	15	python	python	NOUN
fcis-9700	106	16	produces	produce	VERB
fcis-9700	106	17	expected	expect	VERB
fcis-9700	106	18	results	result	NOUN
fcis-9700	106	19	,	,	PUNCT
fcis-9700	106	20	with	with	SCONJ
fcis-9700	106	21	all	all	DET
fcis-9700	106	22	hard	hard	ADJ
fcis-9700	106	23	constraints	constraint	NOUN
fcis-9700	106	24	met	meet	VERB
fcis-9700	106	25	and	and	CCONJ
fcis-9700	106	26	soft	soft	ADJ
fcis-9700	106	27	constraints	constraint	NOUN
fcis-9700	106	28	satisfied	satisfied	ADJ
fcis-9700	106	29	as	as	ADV
fcis-9700	106	30	much	much	ADV
fcis-9700	106	31	as	as	ADP
fcis-9700	106	32	possible	possible	ADJ
fcis-9700	106	33	and	and	CCONJ
fcis-9700	106	34	the	the	DET
fcis-9700	106	35	lowest	low	ADJ
fcis-9700	106	36	penalty	penalty	NOUN
fcis-9700	106	37	value	value	NOUN
fcis-9700	106	38	obtained	obtain	VERB
fcis-9700	106	39	until	until	SCONJ
fcis-9700	106	40	the	the	DET
fcis-9700	106	41	final	final	ADJ
fcis-9700	106	42	optimal	optimal	ADJ
fcis-9700	106	43	solution	solution	NOUN
fcis-9700	106	44	is	be	AUX
fcis-9700	106	45	obtained	obtain	VERB
fcis-9700	106	46	.	.	PUNCT
fcis-9700	107	1	by	by	ADP
fcis-9700	107	2	evaluating	evaluate	VERB
fcis-9700	107	3	the	the	DET
fcis-9700	107	4	constructed	construct	VERB
fcis-9700	107	5	decision	decision	NOUN
fcis-9700	107	6	tree	tree	NOUN
fcis-9700	107	7	,	,	PUNCT
fcis-9700	107	8	it	it	PRON
fcis-9700	107	9	can	can	AUX
fcis-9700	107	10	be	be	AUX
fcis-9700	107	11	seen	see	VERB
fcis-9700	107	12	that	that	SCONJ
fcis-9700	107	13	it	it	PRON
fcis-9700	107	14	has	have	VERB
fcis-9700	107	15	excellent	excellent	ADJ
fcis-9700	107	16	classification	classification	NOUN
fcis-9700	107	17	ability	ability	NOUN
fcis-9700	107	18	and	and	CCONJ
fcis-9700	107	19	can	can	AUX
fcis-9700	107	20	classify	classify	VERB
fcis-9700	107	21	the	the	DET
fcis-9700	107	22	required	require	VERB
fcis-9700	107	23	constraint	constraint	NOUN
fcis-9700	107	24	selection	selection	NOUN
fcis-9700	107	25	based	base	VERB
fcis-9700	107	26	on	on	ADP
fcis-9700	107	27	parameters	parameter	NOUN
fcis-9700	107	28	,	,	PUNCT
fcis-9700	107	29	reducing	reduce	VERB
fcis-9700	107	30	the	the	DET
fcis-9700	107	31	difficulty	difficulty	NOUN
fcis-9700	107	32	of	of	ADP
fcis-9700	107	33	algorithm	algorithm	NOUN
fcis-9700	107	34	use	use	NOUN
fcis-9700	107	35	.	.	PUNCT
fcis-9700	108	1	acknowledgments	acknowledgment	NOUN
fcis-9700	108	2	this	this	DET
fcis-9700	108	3	work	work	NOUN
fcis-9700	108	4	was	be	AUX
fcis-9700	108	5	financially	financially	ADV
fcis-9700	108	6	supported	support	VERB
fcis-9700	108	7	by	by	ADP
fcis-9700	108	8	southwest	southwest	PROPN
fcis-9700	108	9	minzu	minzu	PROPN
fcis-9700	108	10	university	university	PROPN
fcis-9700	108	11	graduate	graduate	NOUN
fcis-9700	108	12	innovative	innovative	ADJ
fcis-9700	108	13	research	research	NOUN
fcis-9700	108	14	project	project	NOUN
fcis-9700	108	15	(	(	PUNCT
fcis-9700	108	16	project	project	NOUN
fcis-9700	108	17	no	no	INTJ
fcis-9700	108	18	.	.	PUNCT
fcis-9700	109	1	zy2022733	zy2022733	ADJ
fcis-9700	109	2	)	)	PUNCT
fcis-9700	109	3	fund	fund	NOUN
fcis-9700	109	4	.	.	PUNCT
fcis-9700	110	1	references	reference	NOUN
fcis-9700	110	2	[	[	X
fcis-9700	110	3	1	1	X
fcis-9700	110	4	]	]	PUNCT
fcis-9700	110	5	wang	wang	PROPN
fcis-9700	110	6	huili	huili	PROPN
fcis-9700	110	7	,	,	PUNCT
fcis-9700	110	8	liu	liu	PROPN
fcis-9700	110	9	meijuan	meijuan	PROPN
fcis-9700	110	10	.	.	PUNCT
fcis-9700	111	1	comparison	comparison	NOUN
fcis-9700	111	2	of	of	ADP
fcis-9700	111	3	nursing	nursing	NOUN
fcis-9700	111	4	quality	quality	NOUN
fcis-9700	111	5	and	and	CCONJ
fcis-9700	111	6	satisfaction	satisfaction	NOUN
fcis-9700	111	7	of	of	ADP
fcis-9700	111	8	nurses	nurse	NOUN
fcis-9700	111	9	and	and	CCONJ
fcis-9700	111	10	patients	patient	NOUN
fcis-9700	111	11	under	under	ADP
fcis-9700	111	12	different	different	ADJ
fcis-9700	111	13	scheduling	scheduling	NOUN
fcis-9700	111	14	models	model	NOUN
fcis-9700	112	1	[	[	X
fcis-9700	112	2	j	j	X
fcis-9700	112	3	]	]	X
fcis-9700	112	4	.	.	PUNCT
fcis-9700	113	1	journal	journal	PROPN
fcis-9700	113	2	of	of	ADP
fcis-9700	113	3	nursing	nursing	NOUN
fcis-9700	113	4	administration	administration	NOUN
fcis-9700	113	5	,	,	PUNCT
fcis-9700	113	6	2015,15(3	2015,15(3	PROPN
fcis-9700	113	7	):	):	PUNCT
fcis-9700	113	8	222	222	NUM
fcis-9700	113	9	-	-	SYM
fcis-9700	113	10	223	223	NUM
fcis-9700	113	11	.	.	PUNCT
fcis-9700	114	1	[	[	X
fcis-9700	114	2	2	2	NUM
fcis-9700	114	3	]	]	X
fcis-9700	114	4	li	li	PROPN
fcis-9700	114	5	yufeng	yufeng	PROPN
fcis-9700	114	6	,	,	PUNCT
fcis-9700	114	7	li	li	PROPN
fcis-9700	114	8	xiaolan	xiaolan	PROPN
fcis-9700	114	9	.	.	PUNCT
fcis-9700	115	1	application	application	NOUN
fcis-9700	115	2	of	of	ADP
fcis-9700	115	3	humanized	humanize	VERB
fcis-9700	115	4	management	management	NOUN
fcis-9700	115	5	in	in	ADP
fcis-9700	115	6	nurse	nurse	PROPN
fcis-9700	115	7	scheduling[j	scheduling[j	PROPN
fcis-9700	115	8	]	]	PUNCT
fcis-9700	115	9	.	.	PUNCT
fcis-9700	116	1	china	china	PROPN
fcis-9700	116	2	medicine	medicine	PROPN
fcis-9700	116	3	and	and	CCONJ
fcis-9700	116	4	pharmacy	pharmacy	NOUN
fcis-9700	116	5	,	,	PUNCT
fcis-9700	116	6	2019	2019	NUM
fcis-9700	116	7	,	,	PUNCT
fcis-9700	116	8	9	9	NUM
fcis-9700	116	9	(	(	PUNCT
fcis-9700	116	10	11	11	NUM
fcis-9700	116	11	):	):	PUNCT
fcis-9700	116	12	161	161	NUM
fcis-9700	116	13	-	-	SYM
fcis-9700	116	14	163	163	NUM
fcis-9700	116	15	.	.	PUNCT
fcis-9700	117	1	[	[	X
fcis-9700	117	2	3	3	X
fcis-9700	117	3	]	]	PUNCT
fcis-9700	117	4	mei	mei	PROPN
fcis-9700	117	5	xun	xun	PROPN
fcis-9700	117	6	,	,	PUNCT
fcis-9700	117	7	ye	ye	PROPN
fcis-9700	117	8	chunming	chunming	NOUN
fcis-9700	117	9	.	.	PUNCT
fcis-9700	117	10	nurse	nurse	PROPN
fcis-9700	117	11	scheduling	scheduling	NOUN
fcis-9700	117	12	studies	study	NOUN
fcis-9700	117	13	that	that	PRON
fcis-9700	117	14	consider	consider	VERB
fcis-9700	117	15	fairness	fairness	NOUN
fcis-9700	117	16	and	and	CCONJ
fcis-9700	117	17	nurse	nurse	NOUN
fcis-9700	117	18	preference[j	preference[j	PROPN
fcis-9700	117	19	]	]	PUNCT
fcis-9700	117	20	.	.	PUNCT
fcis-9700	118	1	computer	computer	NOUN
fcis-9700	118	2	engineering	engineering	NOUN
fcis-9700	118	3	and	and	CCONJ
fcis-9700	118	4	applications	application	NOUN
fcis-9700	118	5	.	.	PUNCT
fcis-9700	119	1	2019,55(04):263	2019,55(04):263	X
fcis-9700	119	2	-	-	SYM
fcis-9700	119	3	270	270	NUM
fcis-9700	119	4	.	.	PUNCT
fcis-9700	120	1	[	[	X
fcis-9700	120	2	4	4	X
fcis-9700	120	3	]	]	X
fcis-9700	120	4	howell	howell	PROPN
fcis-9700	120	5	j	j	PROPN
fcis-9700	120	6	p.	p.	PROPN
fcis-9700	120	7	cyclical	cyclical	ADJ
fcis-9700	120	8	scheduling	scheduling	NOUN
fcis-9700	120	9	of	of	ADP
fcis-9700	120	10	nursing	nursing	NOUN
fcis-9700	120	11	personnel[j	personnel[j	PROPN
fcis-9700	120	12	]	]	PUNCT
fcis-9700	120	13	.	.	PUNCT
fcis-9700	121	1	hospitals	hospital	NOUN
fcis-9700	121	2	,	,	PUNCT
fcis-9700	121	3	1966	1966	NUM
fcis-9700	121	4	,	,	PUNCT
fcis-9700	121	5	40(2):77	40(2):77	PROPN
fcis-9700	121	6	.	.	PUNCT
fcis-9700	122	1	[	[	X
fcis-9700	122	2	5	5	NUM
fcis-9700	122	3	]	]	SYM
fcis-9700	122	4	warner	warner	PROPN
fcis-9700	122	5	d	d	PROPN
fcis-9700	122	6	m	m	PROPN
fcis-9700	122	7	,	,	PUNCT
fcis-9700	122	8	prawda	prawda	PROPN
fcis-9700	122	9	j.	j.	PROPN
fcis-9700	122	10	a	a	DET
fcis-9700	122	11	mathematical	mathematical	ADJ
fcis-9700	122	12	programming	programming	NOUN
fcis-9700	122	13	model	model	NOUN
fcis-9700	122	14	for	for	ADP
fcis-9700	122	15	scheduling	scheduling	NOUN
fcis-9700	122	16	nursing	nursing	NOUN
fcis-9700	122	17	.	.	PUNCT
fcis-9700	123	1	personnel	personnel	NOUN
fcis-9700	123	2	in	in	ADP
fcis-9700	123	3	a	a	DET
fcis-9700	123	4	hospital[j	hospital[j	NOUN
fcis-9700	123	5	]	]	PUNCT
fcis-9700	123	6	.	.	PUNCT
fcis-9700	124	1	management	management	NOUN
fcis-9700	124	2	science	science	NOUN
fcis-9700	124	3	,	,	PUNCT
fcis-9700	124	4	1972	1972	NUM
fcis-9700	124	5	,	,	PUNCT
fcis-9700	124	6	19(4	19(4	PROPN
fcis-9700	124	7	-	-	PUNCT
fcis-9700	124	8	part-1	part-1	NUM
fcis-9700	124	9	):	):	PUNCT
fcis-9700	124	10	411	411	NUM
fcis-9700	124	11	-	-	SYM
fcis-9700	124	12	422	422	NUM
fcis-9700	124	13	.	.	PUNCT
fcis-9700	125	1	[	[	X
fcis-9700	125	2	6	6	NUM
fcis-9700	125	3	]	]	PUNCT
fcis-9700	125	4	yang	yang	PROPN
fcis-9700	125	5	kai	kai	PROPN
fcis-9700	125	6	,	,	PUNCT
fcis-9700	125	7	cao	cao	PROPN
fcis-9700	125	8	shuqing	shuqe	VERB
fcis-9700	125	9	.	.	PUNCT
fcis-9700	126	1	study	study	NOUN
fcis-9700	126	2	on	on	ADP
fcis-9700	126	3	nurse	nurse	NOUN
fcis-9700	126	4	shift	shift	NOUN
fcis-9700	126	5	scheduling	scheduling	NOUN
fcis-9700	126	6	model	model	NOUN
fcis-9700	126	7	of	of	ADP
fcis-9700	126	8	operation	operation	NOUN
fcis-9700	126	9	room	room	NOUN
fcis-9700	126	10	based	base	VERB
fcis-9700	126	11	on	on	ADP
fcis-9700	126	12	optimization	optimization	NOUN
fcis-9700	126	13	algorithm	algorithm	NOUN
fcis-9700	126	14	of	of	ADP
fcis-9700	126	15	integer	integer	NOUN
fcis-9700	126	16	programming	programming	NOUN
fcis-9700	126	17	and	and	CCONJ
fcis-9700	126	18	transformation	transformation	NOUN
fcis-9700	126	19	rule[j	rule[j	PROPN
fcis-9700	126	20	]	]	PUNCT
fcis-9700	126	21	.	.	PUNCT
fcis-9700	127	1	hospital	hospital	PROPN
fcis-9700	127	2	management	management	PROPN
fcis-9700	127	3	forum	forum	PROPN
fcis-9700	127	4	,	,	PUNCT
fcis-9700	127	5	2020,37(07):65	2020,37(07):65	NUM
fcis-9700	127	6	-	-	SYM
fcis-9700	127	7	68	68	NUM
fcis-9700	127	8	.	.	PUNCT
fcis-9700	128	1	[	[	X
fcis-9700	128	2	7	7	X
fcis-9700	128	3	]	]	X
fcis-9700	128	4	zeng	zeng	PROPN
fcis-9700	128	5	fenghua	fenghua	PROPN
fcis-9700	128	6	.	.	PUNCT
fcis-9700	129	1	study	study	NOUN
fcis-9700	129	2	on	on	ADP
fcis-9700	129	3	the	the	DET
fcis-9700	129	4	weekly	weekly	ADJ
fcis-9700	129	5	rostering	rostere	VERB
fcis-9700	129	6	algorithm	algorithm	NOUN
fcis-9700	129	7	of	of	ADP
fcis-9700	129	8	nurses	nurse	NOUN
fcis-9700	129	9	and	and	CCONJ
fcis-9700	129	10	its	its	PRON
fcis-9700	129	11	realization[d	realization[d	NOUN
fcis-9700	129	12	]	]	PUNCT
fcis-9700	129	13	.	.	PUNCT
fcis-9700	130	1	south	south	PROPN
fcis-9700	130	2	china	china	PROPN
fcis-9700	130	3	university	university	PROPN
fcis-9700	130	4	of	of	ADP
fcis-9700	130	5	technology	technology	NOUN
fcis-9700	130	6	,	,	PUNCT
fcis-9700	130	7	2018	2018	NUM
fcis-9700	130	8	.	.	PUNCT
fcis-9700	131	1	[	[	X
fcis-9700	131	2	8	8	X
fcis-9700	131	3	]	]	X
fcis-9700	131	4	huang	huang	PROPN
fcis-9700	131	5	yufen	yufen	PROPN
fcis-9700	131	6	,	,	PUNCT
fcis-9700	131	7	xiang	xiang	PROPN
fcis-9700	131	8	yujun	yujun	PROPN
fcis-9700	131	9	,	,	PUNCT
fcis-9700	131	10	li	li	PROPN
fcis-9700	131	11	jiahuan	jiahuan	PROPN
fcis-9700	131	12	,	,	PUNCT
fcis-9700	131	13	chen	chen	PROPN
fcis-9700	131	14	yangyang	yangyang	PROPN
fcis-9700	131	15	,	,	PUNCT
fcis-9700	131	16	zhao	zhao	PROPN
fcis-9700	131	17	weiyi	weiyi	PROPN
fcis-9700	131	18	.	.	PUNCT
fcis-9700	132	1	application	application	NOUN
fcis-9700	132	2	of	of	ADP
fcis-9700	132	3	qualification	qualification	NOUN
fcis-9700	132	4	positioning	positioning	NOUN
fcis-9700	132	5	and	and	CCONJ
fcis-9700	132	6	grouping	group	VERB
fcis-9700	132	7	management	management	NOUN
fcis-9700	132	8	model	model	NOUN
fcis-9700	132	9	in	in	ADP
fcis-9700	132	10	nurse	nurse	NOUN
fcis-9700	132	11	rostering	rostering	NOUN
fcis-9700	132	12	in	in	ADP
fcis-9700	132	13	emergency	emergency	NOUN
fcis-9700	132	14	department	department	NOUN
fcis-9700	132	15	of	of	ADP
fcis-9700	132	16	children	child	NOUN
fcis-9700	132	17	's	's	PART
fcis-9700	132	18	hospital	hospital	NOUN
fcis-9700	133	1	[	[	X
fcis-9700	133	2	j	j	X
fcis-9700	133	3	]	]	X
fcis-9700	133	4	.	.	PUNCT
fcis-9700	134	1	nursing	nursing	NOUN
fcis-9700	134	2	and	and	CCONJ
fcis-9700	134	3	rehabilitation	rehabilitation	NOUN
fcis-9700	134	4	journal	journal	NOUN
fcis-9700	134	5	,	,	PUNCT
fcis-9700	134	6	2021	2021	NUM
fcis-9700	134	7	,	,	PUNCT
fcis-9700	134	8	20(09):94	20(09):94	NOUN
fcis-9700	134	9	-	-	SYM
fcis-9700	134	10	97	97	NUM
fcis-9700	134	11	.	.	PUNCT