id	sid	tid	token	lemma	pos
fumecheng-13292	1	1	13292	13292	NUM
fumecheng-13292	1	2	facta	facta	PROPN
fumecheng-13292	1	3	universitatis	universitatis	PROPN
fumecheng-13292	1	4	series	series	NOUN
fumecheng-13292	1	5	:	:	PUNCT
fumecheng-13292	1	6	mechanical	mechanical	ADJ
fumecheng-13292	1	7	engineering	engineering	NOUN
fumecheng-13292	1	8	vol	vol	NOUN
fumecheng-13292	1	9	.	.	PROPN
fumecheng-13292	1	10	23	23	NUM
fumecheng-13292	1	11	,	,	PUNCT
fumecheng-13292	1	12	no	no	DET
fumecheng-13292	1	13	4	4	NUM
fumecheng-13292	1	14	,	,	PUNCT
fumecheng-13292	1	15	2025	2025	NUM
fumecheng-13292	1	16	,	,	PUNCT
fumecheng-13292	1	17	pp	pp	ADJ
fumecheng-13292	1	18	.	.	PUNCT
fumecheng-13292	2	1	881	881	NUM
fumecheng-13292	2	2	907	907	NUM
fumecheng-13292	2	3	https://doi.org/10.22190/fume241130008l	https://doi.org/10.22190/fume241130008l	PROPN
fumecheng-13292	2	4	©	©	PROPN
fumecheng-13292	2	5	2025	2025	NUM
fumecheng-13292	2	6	by	by	ADP
fumecheng-13292	2	7	university	university	PROPN
fumecheng-13292	2	8	of	of	ADP
fumecheng-13292	2	9	niš	niš	PROPN
fumecheng-13292	2	10	,	,	PUNCT
fumecheng-13292	2	11	serbia	serbia	PROPN
fumecheng-13292	2	12	|	|	ADV
fumecheng-13292	2	13	creative	creative	ADJ
fumecheng-13292	2	14	commons	common	NOUN
fumecheng-13292	2	15	license	license	NOUN
fumecheng-13292	2	16	:	:	PUNCT
fumecheng-13292	2	17	cc	cc	VERB
fumecheng-13292	2	18	by	by	ADP
fumecheng-13292	2	19	-	-	PUNCT
fumecheng-13292	2	20	nc	nc	VERB
fumecheng-13292	2	21	-	-	PUNCT
fumecheng-13292	2	22	nd	nd	ADV
fumecheng-13292	2	23	original	original	ADJ
fumecheng-13292	2	24	scientific	scientific	NOUN
fumecheng-13292	2	25	paper	paper	VERB
fumecheng-13292	2	26	a	a	DET
fumecheng-13292	2	27	rolling	rolling	ADJ
fumecheng-13292	2	28	bearing	bear	VERB
fumecheng-13292	2	29	fault	fault	NOUN
fumecheng-13292	2	30	diagnosis	diagnosis	NOUN
fumecheng-13292	2	31	method	method	NOUN
fumecheng-13292	2	32	based	base	VERB
fumecheng-13292	2	33	on	on	ADP
fumecheng-13292	2	34	extreme	extreme	ADJ
fumecheng-13292	2	35	learning	learning	NOUN
fumecheng-13292	2	36	machine	machine	NOUN
fumecheng-13292	2	37	optimized	optimize	VERB
fumecheng-13292	2	38	by	by	ADP
fumecheng-13292	2	39	improved	improve	VERB
fumecheng-13292	2	40	whale	whale	NOUN
fumecheng-13292	2	41	optimization	optimization	NOUN
fumecheng-13292	2	42	algorithm	algorithm	NOUN
fumecheng-13292	2	43	xin	xin	PROPN
fumecheng-13292	2	44	li1	li1	PROPN
fumecheng-13292	2	45	,	,	PUNCT
fumecheng-13292	2	46	shiliang	shiliang	PROPN
fumecheng-13292	2	47	guo2	guo2	PROPN
fumecheng-13292	2	48	,	,	PUNCT
fumecheng-13292	2	49	dejie	dejie	PROPN
fumecheng-13292	2	50	sun1	sun1	PROPN
fumecheng-13292	2	51	,	,	PUNCT
fumecheng-13292	2	52	lijun	lijun	PROPN
fumecheng-13292	2	53	cao1	cao1	PROPN
fumecheng-13292	2	54	,	,	PUNCT
fumecheng-13292	2	55	cong	cong	NOUN
fumecheng-13292	2	56	li1	li1	NOUN
fumecheng-13292	2	57	,	,	PUNCT
fumecheng-13292	2	58	shuyao	shuyao	ADJ
fumecheng-13292	2	59	tian3	tian3	PROPN
fumecheng-13292	2	60	,	,	PUNCT
fumecheng-13292	3	1	peng	peng	PROPN
fumecheng-13292	3	2	liu2	liu2	PROPN
fumecheng-13292	3	3	,	,	PUNCT
fumecheng-13292	3	4	yadong	yadong	ADV
fumecheng-13292	3	5	qi2	qi2	ADV
fumecheng-13292	4	1	1school	1school	NUM
fumecheng-13292	4	2	of	of	ADP
fumecheng-13292	4	3	mathematics	mathematic	NOUN
fumecheng-13292	4	4	and	and	CCONJ
fumecheng-13292	4	5	information	information	NOUN
fumecheng-13292	4	6	science	science	PROPN
fumecheng-13292	4	7	&	&	CCONJ
fumecheng-13292	4	8	technology	technology	PROPN
fumecheng-13292	4	9	,	,	PUNCT
fumecheng-13292	4	10	hebei	hebei	PROPN
fumecheng-13292	4	11	normal	normal	ADJ
fumecheng-13292	4	12	university	university	PROPN
fumecheng-13292	4	13	of	of	ADP
fumecheng-13292	4	14	science	science	PROPN
fumecheng-13292	4	15	&	&	CCONJ
fumecheng-13292	4	16	technology	technology	PROPN
fumecheng-13292	4	17	,	,	PUNCT
fumecheng-13292	4	18	qinhuangdao	qinhuangdao	ADV
fumecheng-13292	4	19	,	,	PUNCT
fumecheng-13292	4	20	china	china	PROPN
fumecheng-13292	4	21	2school	2school	NUM
fumecheng-13292	4	22	of	of	ADP
fumecheng-13292	4	23	electrical	electrical	ADJ
fumecheng-13292	4	24	engineering	engineering	NOUN
fumecheng-13292	4	25	,	,	PUNCT
fumecheng-13292	4	26	yanshan	yanshan	ADP
fumecheng-13292	4	27	university	university	NOUN
fumecheng-13292	4	28	,	,	PUNCT
fumecheng-13292	4	29	qinhuangdao	qinhuangdao	ADV
fumecheng-13292	4	30	,	,	PUNCT
fumecheng-13292	4	31	china	china	PROPN
fumecheng-13292	4	32	3college	3college	NUM
fumecheng-13292	4	33	of	of	ADP
fumecheng-13292	4	34	electronics	electronic	NOUN
fumecheng-13292	4	35	and	and	CCONJ
fumecheng-13292	4	36	control	control	PROPN
fumecheng-13292	4	37	engineering	engineering	PROPN
fumecheng-13292	4	38	,	,	PUNCT
fumecheng-13292	4	39	north	north	PROPN
fumecheng-13292	4	40	china	china	PROPN
fumecheng-13292	4	41	institute	institute	PROPN
fumecheng-13292	4	42	of	of	ADP
fumecheng-13292	4	43	aerospace	aerospace	PROPN
fumecheng-13292	4	44	engineering	engineering	PROPN
fumecheng-13292	4	45	,	,	PUNCT
fumecheng-13292	4	46	langfang	langfang	PROPN
fumecheng-13292	4	47	,	,	PUNCT
fumecheng-13292	4	48	china	china	PROPN
fumecheng-13292	4	49	orcid	orcid	PROPN
fumecheng-13292	4	50	ids	ids	PROPN
fumecheng-13292	4	51	:	:	PUNCT
fumecheng-13292	4	52	xin	xin	PROPN
fumecheng-13292	4	53	li	li	PROPN
fumecheng-13292	5	1	https://orcid.org/0009-0009-3792-4083	https://orcid.org/0009-0009-3792-4083	PROPN
fumecheng-13292	5	2	shiliang	shiliang	PROPN
fumecheng-13292	5	3	guo	guo	PROPN
fumecheng-13292	5	4	https://orcid.org/0000-0003-2033-6807	https://orcid.org/0000-0003-2033-6807	PROPN
fumecheng-13292	5	5	dejie	dejie	PROPN
fumecheng-13292	5	6	sun	sun	PROPN
fumecheng-13292	5	7	https://orcid.org/0009-0006-4882-1053	https://orcid.org/0009-0006-4882-1053	PROPN
fumecheng-13292	5	8	lijun	lijun	PROPN
fumecheng-13292	5	9	cao	cao	PROPN
fumecheng-13292	6	1	https://orcid.org/0009-0004-5759-9031	https://orcid.org/0009-0004-5759-9031	PROPN
fumecheng-13292	6	2	cong	cong	PROPN
fumecheng-13292	6	3	li	li	PROPN
fumecheng-13292	6	4	https://orcid.org/0009-0005-8217-3785	https://orcid.org/0009-0005-8217-3785	PROPN
fumecheng-13292	6	5	shuyao	shuyao	ADJ
fumecheng-13292	6	6	tian	tian	ADJ
fumecheng-13292	6	7	https://orcid.org/0009-0006-1853-1151	https://orcid.org/0009-0006-1853-1151	PROPN
fumecheng-13292	6	8	peng	peng	PROPN
fumecheng-13292	6	9	liu	liu	PROPN
fumecheng-13292	6	10	https://orcid.org/0009-0000-9345-4260	https://orcid.org/0009-0000-9345-4260	PROPN
fumecheng-13292	6	11	yadong	yadong	PROPN
fumecheng-13292	6	12	qi	qi	PROPN
fumecheng-13292	6	13	https://orcid.org/0009-0003-8268-3369	https://orcid.org/0009-0003-8268-3369	PROPN
fumecheng-13292	6	14	abstract	abstract	NOUN
fumecheng-13292	6	15	.	.	PUNCT
fumecheng-13292	7	1	rolling	roll	VERB
fumecheng-13292	7	2	bearing	bearing	NOUN
fumecheng-13292	7	3	is	be	AUX
fumecheng-13292	7	4	one	one	NUM
fumecheng-13292	7	5	of	of	ADP
fumecheng-13292	7	6	the	the	DET
fumecheng-13292	7	7	most	most	ADV
fumecheng-13292	7	8	commonly	commonly	ADV
fumecheng-13292	7	9	used	use	VERB
fumecheng-13292	7	10	components	component	NOUN
fumecheng-13292	7	11	in	in	ADP
fumecheng-13292	7	12	rotating	rotate	VERB
fumecheng-13292	7	13	machinery	machinery	NOUN
fumecheng-13292	7	14	,	,	PUNCT
fumecheng-13292	7	15	and	and	CCONJ
fumecheng-13292	7	16	researching	research	VERB
fumecheng-13292	7	17	fault	fault	NOUN
fumecheng-13292	7	18	diagnosis	diagnosis	NOUN
fumecheng-13292	7	19	techniques	technique	NOUN
fumecheng-13292	7	20	for	for	ADP
fumecheng-13292	7	21	it	it	PRON
fumecheng-13292	7	22	has	have	VERB
fumecheng-13292	7	23	important	important	ADJ
fumecheng-13292	7	24	practical	practical	ADJ
fumecheng-13292	7	25	significance	significance	NOUN
fumecheng-13292	7	26	.	.	PUNCT
fumecheng-13292	8	1	in	in	ADP
fumecheng-13292	8	2	this	this	DET
fumecheng-13292	8	3	paper	paper	NOUN
fumecheng-13292	8	4	,	,	PUNCT
fumecheng-13292	8	5	a	a	DET
fumecheng-13292	8	6	fault	fault	NOUN
fumecheng-13292	8	7	diagnosis	diagnosis	NOUN
fumecheng-13292	8	8	method	method	NOUN
fumecheng-13292	8	9	based	base	VERB
fumecheng-13292	8	10	on	on	ADP
fumecheng-13292	8	11	extreme	extreme	ADJ
fumecheng-13292	8	12	learning	learning	NOUN
fumecheng-13292	8	13	machine	machine	NOUN
fumecheng-13292	8	14	optimized	optimize	VERB
fumecheng-13292	8	15	by	by	ADP
fumecheng-13292	8	16	improved	improve	VERB
fumecheng-13292	8	17	whale	whale	NOUN
fumecheng-13292	8	18	optimization	optimization	NOUN
fumecheng-13292	8	19	algorithm	algorithm	NOUN
fumecheng-13292	8	20	(	(	PUNCT
fumecheng-13292	8	21	iwoa	iwoa	VERB
fumecheng-13292	8	22	-	-	PUNCT
fumecheng-13292	8	23	elm	elm	NOUN
fumecheng-13292	8	24	)	)	PUNCT
fumecheng-13292	8	25	is	be	AUX
fumecheng-13292	8	26	proposed	propose	VERB
fumecheng-13292	8	27	for	for	ADP
fumecheng-13292	8	28	rolling	rolling	ADJ
fumecheng-13292	8	29	bearing	bear	VERB
fumecheng-13292	8	30	vibration	vibration	NOUN
fumecheng-13292	8	31	signals	signal	NOUN
fumecheng-13292	8	32	.	.	PUNCT
fumecheng-13292	9	1	firstly	firstly	ADV
fumecheng-13292	9	2	,	,	PUNCT
fumecheng-13292	9	3	variational	variational	ADJ
fumecheng-13292	9	4	mode	mode	NOUN
fumecheng-13292	9	5	decomposition	decomposition	NOUN
fumecheng-13292	9	6	(	(	PUNCT
fumecheng-13292	9	7	vmd	vmd	NOUN
fumecheng-13292	9	8	)	)	PUNCT
fumecheng-13292	9	9	is	be	AUX
fumecheng-13292	9	10	used	use	VERB
fumecheng-13292	9	11	to	to	PART
fumecheng-13292	9	12	decompose	decompose	VERB
fumecheng-13292	9	13	the	the	DET
fumecheng-13292	9	14	vibration	vibration	NOUN
fumecheng-13292	9	15	signal	signal	NOUN
fumecheng-13292	9	16	of	of	ADP
fumecheng-13292	9	17	the	the	DET
fumecheng-13292	9	18	bearing	bearing	NOUN
fumecheng-13292	9	19	,	,	PUNCT
fumecheng-13292	9	20	and	and	CCONJ
fumecheng-13292	9	21	the	the	DET
fumecheng-13292	9	22	energy	energy	NOUN
fumecheng-13292	9	23	entropy	entropy	NOUN
fumecheng-13292	9	24	is	be	AUX
fumecheng-13292	9	25	calculated	calculate	VERB
fumecheng-13292	9	26	to	to	PART
fumecheng-13292	9	27	form	form	VERB
fumecheng-13292	9	28	the	the	DET
fumecheng-13292	9	29	eigenvector	eigenvector	NOUN
fumecheng-13292	9	30	.	.	PUNCT
fumecheng-13292	10	1	secondly	secondly	ADV
fumecheng-13292	10	2	,	,	PUNCT
fumecheng-13292	10	3	based	base	VERB
fumecheng-13292	10	4	on	on	ADP
fumecheng-13292	10	5	the	the	DET
fumecheng-13292	10	6	original	original	ADJ
fumecheng-13292	10	7	whale	whale	NOUN
fumecheng-13292	10	8	optimization	optimization	NOUN
fumecheng-13292	10	9	algorithm	algorithm	NOUN
fumecheng-13292	10	10	,	,	PUNCT
fumecheng-13292	10	11	a	a	DET
fumecheng-13292	10	12	hybrid	hybrid	ADJ
fumecheng-13292	10	13	initialization	initialization	NOUN
fumecheng-13292	10	14	population	population	NOUN
fumecheng-13292	10	15	strategy	strategy	NOUN
fumecheng-13292	10	16	is	be	AUX
fumecheng-13292	10	17	adopted	adopt	VERB
fumecheng-13292	10	18	to	to	PART
fumecheng-13292	10	19	generate	generate	VERB
fumecheng-13292	10	20	an	an	DET
fumecheng-13292	10	21	initial	initial	ADJ
fumecheng-13292	10	22	population	population	NOUN
fumecheng-13292	10	23	with	with	ADP
fumecheng-13292	10	24	a	a	DET
fumecheng-13292	10	25	certain	certain	ADJ
fumecheng-13292	10	26	quality	quality	NOUN
fumecheng-13292	10	27	.	.	PUNCT
fumecheng-13292	11	1	selecting	select	VERB
fumecheng-13292	11	2	convergence	convergence	NOUN
fumecheng-13292	11	3	factors	factor	NOUN
fumecheng-13292	11	4	based	base	VERB
fumecheng-13292	11	5	on	on	ADP
fumecheng-13292	11	6	reinforcement	reinforcement	NOUN
fumecheng-13292	11	7	learning	learning	NOUN
fumecheng-13292	11	8	to	to	PART
fumecheng-13292	11	9	improve	improve	VERB
fumecheng-13292	11	10	global	global	ADJ
fumecheng-13292	11	11	search	search	NOUN
fumecheng-13292	11	12	capability	capability	NOUN
fumecheng-13292	11	13	,	,	PUNCT
fumecheng-13292	11	14	and	and	CCONJ
fumecheng-13292	11	15	using	use	VERB
fumecheng-13292	11	16	adaptive	adaptive	ADJ
fumecheng-13292	11	17	weights	weight	NOUN
fumecheng-13292	11	18	and	and	CCONJ
fumecheng-13292	11	19	random	random	ADJ
fumecheng-13292	11	20	jumps	jump	VERB
fumecheng-13292	11	21	to	to	PART
fumecheng-13292	11	22	update	update	VERB
fumecheng-13292	11	23	individual	individual	ADJ
fumecheng-13292	11	24	positions	position	NOUN
fumecheng-13292	11	25	.	.	PUNCT
fumecheng-13292	12	1	in	in	ADP
fumecheng-13292	12	2	this	this	DET
fumecheng-13292	12	3	process	process	NOUN
fumecheng-13292	12	4	,	,	PUNCT
fumecheng-13292	12	5	the	the	DET
fumecheng-13292	12	6	t	t	NOUN
fumecheng-13292	12	7	-	-	PUNCT
fumecheng-13292	12	8	distribution	distribution	NOUN
fumecheng-13292	12	9	-	-	PUNCT
fumecheng-13292	12	10	levy	levy	NOUN
fumecheng-13292	12	11	flight	flight	NOUN
fumecheng-13292	12	12	variation	variation	NOUN
fumecheng-13292	12	13	strategy	strategy	NOUN
fumecheng-13292	12	14	is	be	AUX
fumecheng-13292	12	15	introduced	introduce	VERB
fumecheng-13292	12	16	to	to	PART
fumecheng-13292	12	17	avoid	avoid	VERB
fumecheng-13292	12	18	being	be	AUX
fumecheng-13292	12	19	attracted	attract	VERB
fumecheng-13292	12	20	by	by	ADP
fumecheng-13292	12	21	local	local	ADJ
fumecheng-13292	12	22	extremum	extremum	NOUN
fumecheng-13292	12	23	.	.	PUNCT
fumecheng-13292	13	1	then	then	ADV
fumecheng-13292	13	2	,	,	PUNCT
fumecheng-13292	13	3	the	the	DET
fumecheng-13292	13	4	improved	improved	ADJ
fumecheng-13292	13	5	whale	whale	NOUN
fumecheng-13292	13	6	optimization	optimization	NOUN
fumecheng-13292	13	7	algorithm	algorithm	NOUN
fumecheng-13292	13	8	is	be	AUX
fumecheng-13292	13	9	used	use	VERB
fumecheng-13292	13	10	to	to	PART
fumecheng-13292	13	11	optimize	optimize	VERB
fumecheng-13292	13	12	the	the	DET
fumecheng-13292	13	13	input	input	NOUN
fumecheng-13292	13	14	weights	weight	NOUN
fumecheng-13292	13	15	and	and	CCONJ
fumecheng-13292	13	16	hidden	hide	VERB
fumecheng-13292	13	17	layer	layer	NOUN
fumecheng-13292	13	18	thresholds	threshold	NOUN
fumecheng-13292	13	19	of	of	ADP
fumecheng-13292	13	20	the	the	DET
fumecheng-13292	13	21	extreme	extreme	ADJ
fumecheng-13292	13	22	learning	learning	NOUN
fumecheng-13292	13	23	machine	machine	NOUN
fumecheng-13292	13	24	(	(	PUNCT
fumecheng-13292	13	25	elm	elm	PROPN
fumecheng-13292	13	26	)	)	PUNCT
fumecheng-13292	13	27	.	.	PUNCT
fumecheng-13292	14	1	finally	finally	ADV
fumecheng-13292	14	2	,	,	PUNCT
fumecheng-13292	14	3	the	the	DET
fumecheng-13292	14	4	feature	feature	NOUN
fumecheng-13292	14	5	set	set	NOUN
fumecheng-13292	14	6	is	be	AUX
fumecheng-13292	14	7	input	input	NOUN
fumecheng-13292	14	8	into	into	ADP
fumecheng-13292	14	9	an	an	DET
fumecheng-13292	14	10	improved	improve	VERB
fumecheng-13292	14	11	elm	elm	NOUN
fumecheng-13292	14	12	model	model	NOUN
fumecheng-13292	14	13	for	for	ADP
fumecheng-13292	14	14	training	training	NOUN
fumecheng-13292	14	15	and	and	CCONJ
fumecheng-13292	14	16	testing	testing	NOUN
fumecheng-13292	14	17	.	.	PUNCT
fumecheng-13292	15	1	experiments	experiment	NOUN
fumecheng-13292	15	2	on	on	ADP
fumecheng-13292	15	3	fault	fault	NOUN
fumecheng-13292	15	4	diagnosis	diagnosis	NOUN
fumecheng-13292	15	5	of	of	ADP
fumecheng-13292	15	6	rolling	rolling	ADJ
fumecheng-13292	15	7	bearings	bearing	NOUN
fumecheng-13292	15	8	of	of	ADP
fumecheng-13292	15	9	different	different	ADJ
fumecheng-13292	15	10	types	type	NOUN
fumecheng-13292	15	11	and	and	CCONJ
fumecheng-13292	15	12	degrees	degree	NOUN
fumecheng-13292	15	13	have	have	AUX
fumecheng-13292	15	14	shown	show	VERB
fumecheng-13292	15	15	that	that	SCONJ
fumecheng-13292	15	16	the	the	DET
fumecheng-13292	15	17	model	model	NOUN
fumecheng-13292	15	18	proposed	propose	VERB
fumecheng-13292	15	19	in	in	ADP
fumecheng-13292	15	20	this	this	DET
fumecheng-13292	15	21	paper	paper	NOUN
fumecheng-13292	15	22	can	can	AUX
fumecheng-13292	15	23	effectively	effectively	ADV
fumecheng-13292	15	24	improve	improve	VERB
fumecheng-13292	15	25	the	the	DET
fumecheng-13292	15	26	accuracy	accuracy	NOUN
fumecheng-13292	15	27	of	of	ADP
fumecheng-13292	15	28	fault	fault	NOUN
fumecheng-13292	15	29	classification	classification	NOUN
fumecheng-13292	15	30	.	.	PUNCT
fumecheng-13292	16	1	key	key	ADJ
fumecheng-13292	16	2	words	word	NOUN
fumecheng-13292	16	3	:	:	PUNCT
fumecheng-13292	16	4	fault	fault	VERB
fumecheng-13292	16	5	diagnosis	diagnosis	NOUN
fumecheng-13292	16	6	,	,	PUNCT
fumecheng-13292	16	7	variational	variational	ADJ
fumecheng-13292	16	8	mode	mode	NOUN
fumecheng-13292	16	9	decomposition	decomposition	NOUN
fumecheng-13292	16	10	,	,	PUNCT
fumecheng-13292	16	11	whale	whale	NOUN
fumecheng-13292	16	12	optimization	optimization	NOUN
fumecheng-13292	16	13	algorithm	algorithm	NOUN
fumecheng-13292	16	14	,	,	PUNCT
fumecheng-13292	16	15	reinforcement	reinforcement	NOUN
fumecheng-13292	16	16	learning	learning	NOUN
fumecheng-13292	16	17	received	receive	VERB
fumecheng-13292	16	18	:	:	PUNCT
fumecheng-13292	16	19	november	november	PROPN
fumecheng-13292	16	20	30	30	NUM
fumecheng-13292	16	21	,	,	PUNCT
fumecheng-13292	16	22	2024	2024	NUM
fumecheng-13292	16	23	/	/	SYM
fumecheng-13292	16	24	accepted	accept	VERB
fumecheng-13292	16	25	february	february	PROPN
fumecheng-13292	16	26	10	10	NUM
fumecheng-13292	16	27	,	,	PUNCT
fumecheng-13292	16	28	2025	2025	NUM
fumecheng-13292	16	29	corresponding	correspond	VERB
fumecheng-13292	16	30	author	author	NOUN
fumecheng-13292	16	31	:	:	PUNCT
fumecheng-13292	16	32	shiliang	shiliang	PROPN
fumecheng-13292	16	33	guo	guo	PROPN
fumecheng-13292	16	34	school	school	PROPN
fumecheng-13292	16	35	of	of	ADP
fumecheng-13292	16	36	electrical	electrical	ADJ
fumecheng-13292	16	37	engineering	engineering	NOUN
fumecheng-13292	16	38	,	,	PUNCT
fumecheng-13292	16	39	yanshan	yanshan	ADP
fumecheng-13292	16	40	university	university	NOUN
fumecheng-13292	16	41	,	,	PUNCT
fumecheng-13292	16	42	street	street	NOUN
fumecheng-13292	16	43	address	address	NOUN
fumecheng-13292	16	44	no.438	no.438	PROPN
fumecheng-13292	16	45	,	,	PUNCT
fumecheng-13292	16	46	hebei	hebei	PROPN
fumecheng-13292	16	47	avenue	avenue	PROPN
fumecheng-13292	16	48	,	,	PUNCT
fumecheng-13292	16	49	haigang	haigang	PROPN
fumecheng-13292	16	50	district	district	PROPN
fumecheng-13292	16	51	,	,	PUNCT
fumecheng-13292	16	52	qinhuangdao	qinhuangdao	PROPN
fumecheng-13292	16	53	066004	066004	NUM
fumecheng-13292	16	54	,	,	PUNCT
fumecheng-13292	16	55	china	china	PROPN
fumecheng-13292	16	56	e	e	PROPN
fumecheng-13292	16	57	-	-	NOUN
fumecheng-13292	16	58	mail	mail	NOUN
fumecheng-13292	16	59	:	:	PUNCT
fumecheng-13292	16	60	guosl0112@ysu.edu.cn	guosl0112@ysu.edu.cn	PROPN
fumecheng-13292	16	61	882	882	NUM
fumecheng-13292	16	62	x.	x.	NOUN
fumecheng-13292	16	63	li	li	PROPN
fumecheng-13292	16	64	,	,	PUNCT
fumecheng-13292	16	65	s.	s.	PROPN
fumecheng-13292	16	66	guo	guo	PROPN
fumecheng-13292	16	67	,	,	PUNCT
fumecheng-13292	16	68	d.	d.	PROPN
fumecheng-13292	16	69	sun	sun	PROPN
fumecheng-13292	16	70	,	,	PUNCT
fumecheng-13292	16	71	l.	l.	PROPN
fumecheng-13292	16	72	cao	cao	PROPN
fumecheng-13292	16	73	,	,	PUNCT
fumecheng-13292	16	74	c.	c.	PROPN
fumecheng-13292	16	75	li	li	PROPN
fumecheng-13292	16	76	,	,	PUNCT
fumecheng-13292	16	77	s.	s.	PROPN
fumecheng-13292	16	78	tian	tian	PROPN
fumecheng-13292	16	79	,	,	PUNCT
fumecheng-13292	16	80	p.	p.	PROPN
fumecheng-13292	16	81	liu	liu	PROPN
fumecheng-13292	16	82	,	,	PUNCT
fumecheng-13292	16	83	y.	y.	PROPN
fumecheng-13292	16	84	qi	qi	PROPN
fumecheng-13292	16	85	1	1	NUM
fumecheng-13292	16	86	.	.	PUNCT
fumecheng-13292	17	1	introduction	introduction	NOUN
fumecheng-13292	17	2	rotating	rotate	VERB
fumecheng-13292	17	3	machinery	machinery	NOUN
fumecheng-13292	17	4	plays	play	VERB
fumecheng-13292	17	5	an	an	DET
fumecheng-13292	17	6	important	important	ADJ
fumecheng-13292	17	7	role	role	NOUN
fumecheng-13292	17	8	in	in	ADP
fumecheng-13292	17	9	modern	modern	ADJ
fumecheng-13292	17	10	society	society	NOUN
fumecheng-13292	17	11	,	,	PUNCT
fumecheng-13292	17	12	and	and	CCONJ
fumecheng-13292	17	13	rolling	rolling	ADJ
fumecheng-13292	17	14	bearings	bearing	NOUN
fumecheng-13292	17	15	are	be	AUX
fumecheng-13292	17	16	critical	critical	ADJ
fumecheng-13292	17	17	components	component	NOUN
fumecheng-13292	17	18	that	that	PRON
fumecheng-13292	17	19	impact	impact	VERB
fumecheng-13292	17	20	its	its	PRON
fumecheng-13292	17	21	performance	performance	NOUN
fumecheng-13292	17	22	.	.	PUNCT
fumecheng-13292	18	1	however	however	ADV
fumecheng-13292	18	2	,	,	PUNCT
fumecheng-13292	18	3	the	the	DET
fumecheng-13292	18	4	working	work	VERB
fumecheng-13292	18	5	environment	environment	NOUN
fumecheng-13292	18	6	of	of	ADP
fumecheng-13292	18	7	most	most	ADJ
fumecheng-13292	18	8	rolling	rolling	ADJ
fumecheng-13292	18	9	bearings	bearing	NOUN
fumecheng-13292	18	10	is	be	AUX
fumecheng-13292	18	11	relatively	relatively	ADV
fumecheng-13292	18	12	harsh	harsh	ADJ
fumecheng-13292	18	13	,	,	PUNCT
fumecheng-13292	18	14	which	which	PRON
fumecheng-13292	18	15	makes	make	VERB
fumecheng-13292	18	16	them	they	PRON
fumecheng-13292	18	17	prone	prone	ADJ
fumecheng-13292	18	18	to	to	ADP
fumecheng-13292	18	19	failure	failure	NOUN
fumecheng-13292	18	20	,	,	PUNCT
fumecheng-13292	18	21	resulting	result	VERB
fumecheng-13292	18	22	in	in	ADP
fumecheng-13292	18	23	significant	significant	ADJ
fumecheng-13292	18	24	economic	economic	ADJ
fumecheng-13292	18	25	losses	loss	NOUN
fumecheng-13292	18	26	and	and	CCONJ
fumecheng-13292	18	27	even	even	ADV
fumecheng-13292	18	28	catastrophic	catastrophic	ADJ
fumecheng-13292	18	29	events	event	NOUN
fumecheng-13292	18	30	.	.	PUNCT
fumecheng-13292	19	1	the	the	DET
fumecheng-13292	19	2	fault	fault	NOUN
fumecheng-13292	19	3	vibration	vibration	NOUN
fumecheng-13292	19	4	signal	signal	NOUN
fumecheng-13292	19	5	of	of	ADP
fumecheng-13292	19	6	rolling	rolling	ADJ
fumecheng-13292	19	7	bearings	bearing	NOUN
fumecheng-13292	19	8	has	have	VERB
fumecheng-13292	19	9	nonlinear	nonlinear	ADJ
fumecheng-13292	19	10	and	and	CCONJ
fumecheng-13292	19	11	non	non	ADJ
fumecheng-13292	19	12	-	-	ADJ
fumecheng-13292	19	13	stationary	stationary	ADJ
fumecheng-13292	19	14	characteristics	characteristic	NOUN
fumecheng-13292	19	15	.	.	PUNCT
fumecheng-13292	20	1	how	how	SCONJ
fumecheng-13292	20	2	to	to	PART
fumecheng-13292	20	3	extract	extract	VERB
fumecheng-13292	20	4	fault	fault	VERB
fumecheng-13292	20	5	information	information	NOUN
fumecheng-13292	20	6	from	from	ADP
fumecheng-13292	20	7	vibration	vibration	NOUN
fumecheng-13292	20	8	signals	signal	NOUN
fumecheng-13292	20	9	and	and	CCONJ
fumecheng-13292	20	10	accurately	accurately	ADV
fumecheng-13292	20	11	locate	locate	VERB
fumecheng-13292	20	12	bearing	bearing	NOUN
fumecheng-13292	20	13	faults	fault	NOUN
fumecheng-13292	20	14	are	be	AUX
fumecheng-13292	20	15	essential	essential	ADJ
fumecheng-13292	20	16	for	for	ADP
fumecheng-13292	20	17	fault	fault	NOUN
fumecheng-13292	20	18	diagnosis	diagnosis	NOUN
fumecheng-13292	20	19	and	and	CCONJ
fumecheng-13292	20	20	normal	normal	ADJ
fumecheng-13292	20	21	machinery	machinery	NOUN
fumecheng-13292	20	22	operation	operation	NOUN
fumecheng-13292	21	1	[	[	X
fumecheng-13292	21	2	1	1	NUM
fumecheng-13292	21	3	-	-	SYM
fumecheng-13292	21	4	4	4	NUM
fumecheng-13292	21	5	]	]	PUNCT
fumecheng-13292	21	6	the	the	DET
fumecheng-13292	21	7	application	application	NOUN
fumecheng-13292	21	8	of	of	ADP
fumecheng-13292	21	9	machine	machine	NOUN
fumecheng-13292	21	10	learning	learning	NOUN
fumecheng-13292	21	11	methods	method	NOUN
fumecheng-13292	21	12	in	in	ADP
fumecheng-13292	21	13	fault	fault	NOUN
fumecheng-13292	21	14	diagnosis	diagnosis	NOUN
fumecheng-13292	21	15	can	can	AUX
fumecheng-13292	21	16	minimize	minimize	VERB
fumecheng-13292	21	17	manual	manual	ADJ
fumecheng-13292	21	18	involvement	involvement	NOUN
fumecheng-13292	21	19	and	and	CCONJ
fumecheng-13292	21	20	greatly	greatly	ADV
fumecheng-13292	21	21	improve	improve	VERB
fumecheng-13292	21	22	the	the	DET
fumecheng-13292	21	23	accuracy	accuracy	NOUN
fumecheng-13292	21	24	of	of	ADP
fumecheng-13292	21	25	fault	fault	NOUN
fumecheng-13292	21	26	diagnosis	diagnosis	NOUN
fumecheng-13292	21	27	,	,	PUNCT
fumecheng-13292	21	28	such	such	ADJ
fumecheng-13292	21	29	as	as	ADP
fumecheng-13292	21	30	support	support	NOUN
fumecheng-13292	21	31	vector	vector	NOUN
fumecheng-13292	21	32	machines	machine	NOUN
fumecheng-13292	21	33	(	(	PUNCT
fumecheng-13292	21	34	svm	svm	PROPN
fumecheng-13292	21	35	)	)	PUNCT
fumecheng-13292	22	1	[	[	X
fumecheng-13292	22	2	5	5	NUM
fumecheng-13292	22	3	-	-	SYM
fumecheng-13292	22	4	7	7	NUM
fumecheng-13292	22	5	]	]	PUNCT
fumecheng-13292	22	6	,	,	PUNCT
fumecheng-13292	22	7	backpropagation	backpropagation	NOUN
fumecheng-13292	22	8	neural	neural	ADJ
fumecheng-13292	22	9	networks	network	NOUN
fumecheng-13292	22	10	(	(	PUNCT
fumecheng-13292	22	11	bpnn	bpnn	NOUN
fumecheng-13292	22	12	)	)	PUNCT
fumecheng-13292	23	1	[	[	X
fumecheng-13292	23	2	8	8	NUM
fumecheng-13292	23	3	-	-	SYM
fumecheng-13292	23	4	10	10	NUM
fumecheng-13292	23	5	]	]	PUNCT
fumecheng-13292	23	6	,	,	PUNCT
fumecheng-13292	23	7	and	and	CCONJ
fumecheng-13292	23	8	convolutional	convolutional	ADJ
fumecheng-13292	23	9	neural	neural	ADJ
fumecheng-13292	23	10	networks	network	NOUN
fumecheng-13292	23	11	(	(	PUNCT
fumecheng-13292	23	12	cnn	cnn	PROPN
fumecheng-13292	23	13	)	)	PUNCT
fumecheng-13292	24	1	[	[	X
fumecheng-13292	24	2	11	11	NUM
fumecheng-13292	24	3	-	-	SYM
fumecheng-13292	24	4	13	13	NUM
fumecheng-13292	24	5	]	]	PUNCT
fumecheng-13292	24	6	.	.	PUNCT
fumecheng-13292	25	1	however	however	ADV
fumecheng-13292	25	2	,	,	PUNCT
fumecheng-13292	25	3	these	these	DET
fumecheng-13292	25	4	models	model	NOUN
fumecheng-13292	25	5	face	face	VERB
fumecheng-13292	25	6	limitations	limitation	NOUN
fumecheng-13292	25	7	:	:	PUNCT
fumecheng-13292	25	8	svm	svm	VERB
fumecheng-13292	25	9	needs	need	VERB
fumecheng-13292	25	10	to	to	PART
fumecheng-13292	25	11	store	store	VERB
fumecheng-13292	25	12	large	large	ADJ
fumecheng-13292	25	13	datasets	dataset	NOUN
fumecheng-13292	25	14	,	,	PUNCT
fumecheng-13292	25	15	making	make	VERB
fumecheng-13292	25	16	it	it	PRON
fumecheng-13292	25	17	difficult	difficult	ADJ
fumecheng-13292	25	18	to	to	PART
fumecheng-13292	25	19	solve	solve	VERB
fumecheng-13292	25	20	multi	multi	ADJ
fumecheng-13292	25	21	classification	classification	NOUN
fumecheng-13292	25	22	problems	problem	NOUN
fumecheng-13292	25	23	;	;	PUNCT
fumecheng-13292	25	24	bpnn	bpnn	PROPN
fumecheng-13292	25	25	and	and	CCONJ
fumecheng-13292	25	26	cnn	cnn	PROPN
fumecheng-13292	25	27	have	have	VERB
fumecheng-13292	25	28	slow	slow	ADJ
fumecheng-13292	25	29	convergence	convergence	NOUN
fumecheng-13292	25	30	speed	speed	NOUN
fumecheng-13292	25	31	and	and	CCONJ
fumecheng-13292	25	32	high	high	ADJ
fumecheng-13292	25	33	computational	computational	ADJ
fumecheng-13292	25	34	cost	cost	NOUN
fumecheng-13292	25	35	,	,	PUNCT
fumecheng-13292	25	36	particularly	particularly	ADV
fumecheng-13292	25	37	with	with	ADP
fumecheng-13292	25	38	deeper	deep	ADJ
fumecheng-13292	25	39	layers	layer	NOUN
fumecheng-13292	25	40	.	.	PUNCT
fumecheng-13292	26	1	extreme	extreme	ADJ
fumecheng-13292	26	2	learning	learning	NOUN
fumecheng-13292	26	3	machine	machine	NOUN
fumecheng-13292	26	4	(	(	PUNCT
fumecheng-13292	26	5	elm	elm	PROPN
fumecheng-13292	26	6	)	)	PUNCT
fumecheng-13292	26	7	has	have	VERB
fumecheng-13292	26	8	the	the	DET
fumecheng-13292	26	9	characteristics	characteristic	NOUN
fumecheng-13292	26	10	of	of	ADP
fumecheng-13292	26	11	fast	fast	ADJ
fumecheng-13292	26	12	training	training	NOUN
fumecheng-13292	26	13	speed	speed	NOUN
fumecheng-13292	26	14	,	,	PUNCT
fumecheng-13292	26	15	few	few	ADJ
fumecheng-13292	26	16	learning	learning	NOUN
fumecheng-13292	26	17	parameters	parameter	NOUN
fumecheng-13292	26	18	,	,	PUNCT
fumecheng-13292	26	19	strong	strong	ADJ
fumecheng-13292	26	20	generalization	generalization	NOUN
fumecheng-13292	26	21	ability	ability	NOUN
fumecheng-13292	26	22	,	,	PUNCT
fumecheng-13292	26	23	and	and	CCONJ
fumecheng-13292	26	24	is	be	AUX
fumecheng-13292	26	25	widely	widely	ADV
fumecheng-13292	26	26	used	use	VERB
fumecheng-13292	26	27	in	in	ADP
fumecheng-13292	26	28	the	the	DET
fumecheng-13292	26	29	field	field	NOUN
fumecheng-13292	26	30	of	of	ADP
fumecheng-13292	26	31	fault	fault	NOUN
fumecheng-13292	26	32	diagnosis	diagnosis	NOUN
fumecheng-13292	27	1	[	[	X
fumecheng-13292	27	2	14	14	NUM
fumecheng-13292	27	3	-	-	SYM
fumecheng-13292	27	4	16	16	NUM
fumecheng-13292	27	5	]	]	PUNCT
fumecheng-13292	27	6	.	.	PUNCT
fumecheng-13292	28	1	wang	wang	PROPN
fumecheng-13292	28	2	et	et	PROPN
fumecheng-13292	28	3	al	al	PROPN
fumecheng-13292	28	4	.	.	PUNCT
fumecheng-13292	29	1	[	[	X
fumecheng-13292	29	2	17	17	NUM
fumecheng-13292	29	3	]	]	PUNCT
fumecheng-13292	29	4	proposed	propose	VERB
fumecheng-13292	29	5	a	a	DET
fumecheng-13292	29	6	bearing	bear	VERB
fumecheng-13292	29	7	fault	fault	NOUN
fumecheng-13292	29	8	diagnosis	diagnosis	NOUN
fumecheng-13292	29	9	method	method	NOUN
fumecheng-13292	29	10	based	base	VERB
fumecheng-13292	29	11	on	on	ADP
fumecheng-13292	29	12	elm	elm	PROPN
fumecheng-13292	29	13	for	for	ADP
fumecheng-13292	29	14	adaptive	adaptive	ADJ
fumecheng-13292	29	15	parameter	parameter	NOUN
fumecheng-13292	29	16	optimization	optimization	NOUN
fumecheng-13292	29	17	,	,	PUNCT
fumecheng-13292	29	18	and	and	CCONJ
fumecheng-13292	29	19	introduced	introduce	VERB
fumecheng-13292	29	20	spectral	spectral	ADJ
fumecheng-13292	29	21	cross	cross	NOUN
fumecheng-13292	29	22	-	-	NOUN
fumecheng-13292	29	23	correlation	correlation	NOUN
fumecheng-13292	29	24	to	to	PART
fumecheng-13292	29	25	help	help	VERB
fumecheng-13292	29	26	select	select	VERB
fumecheng-13292	29	27	the	the	DET
fumecheng-13292	29	28	optimal	optimal	ADJ
fumecheng-13292	29	29	penalty	penalty	NOUN
fumecheng-13292	29	30	factor	factor	NOUN
fumecheng-13292	29	31	,	,	PUNCT
fumecheng-13292	29	32	improving	improve	VERB
fumecheng-13292	29	33	classification	classification	NOUN
fumecheng-13292	29	34	accuracy	accuracy	NOUN
fumecheng-13292	29	35	.	.	PUNCT
fumecheng-13292	30	1	in	in	ADP
fumecheng-13292	30	2	order	order	NOUN
fumecheng-13292	30	3	to	to	PART
fumecheng-13292	30	4	further	far	ADV
fumecheng-13292	30	5	enhance	enhance	VERB
fumecheng-13292	30	6	the	the	DET
fumecheng-13292	30	7	generalization	generalization	NOUN
fumecheng-13292	30	8	ability	ability	NOUN
fumecheng-13292	30	9	of	of	ADP
fumecheng-13292	30	10	elm	elm	PROPN
fumecheng-13292	30	11	,	,	PUNCT
fumecheng-13292	30	12	zhang	zhang	PROPN
fumecheng-13292	30	13	et	et	PROPN
fumecheng-13292	30	14	al	al	PROPN
fumecheng-13292	30	15	.	.	PUNCT
fumecheng-13292	31	1	[	[	X
fumecheng-13292	31	2	18	18	NUM
fumecheng-13292	31	3	]	]	PUNCT
fumecheng-13292	31	4	used	use	VERB
fumecheng-13292	31	5	the	the	DET
fumecheng-13292	31	6	multitask	multitask	ADJ
fumecheng-13292	31	7	beetle	beetle	NOUN
fumecheng-13292	31	8	antennae	antennae	NOUN
fumecheng-13292	31	9	swarm	swarm	NOUN
fumecheng-13292	31	10	algorithm	algorithm	NOUN
fumecheng-13292	31	11	(	(	PUNCT
fumecheng-13292	31	12	mbas	mbas	PROPN
fumecheng-13292	31	13	)	)	PUNCT
fumecheng-13292	31	14	to	to	PART
fumecheng-13292	31	15	optimize	optimize	VERB
fumecheng-13292	31	16	the	the	DET
fumecheng-13292	31	17	input	input	NOUN
fumecheng-13292	31	18	weights	weight	NOUN
fumecheng-13292	31	19	and	and	CCONJ
fumecheng-13292	31	20	biases	bias	NOUN
fumecheng-13292	31	21	of	of	ADP
fumecheng-13292	31	22	elm	elm	PROPN
fumecheng-13292	31	23	,	,	PUNCT
fumecheng-13292	31	24	which	which	PRON
fumecheng-13292	31	25	can	can	AUX
fumecheng-13292	31	26	simultaneously	simultaneously	ADV
fumecheng-13292	31	27	reduce	reduce	VERB
fumecheng-13292	31	28	the	the	DET
fumecheng-13292	31	29	number	number	NOUN
fumecheng-13292	31	30	of	of	ADP
fumecheng-13292	31	31	conditions	condition	NOUN
fumecheng-13292	31	32	and	and	CCONJ
fumecheng-13292	31	33	regression	regression	NOUN
fumecheng-13292	31	34	errors	error	NOUN
fumecheng-13292	31	35	.	.	PUNCT
fumecheng-13292	32	1	from	from	ADP
fumecheng-13292	32	2	the	the	DET
fumecheng-13292	32	3	above	above	ADJ
fumecheng-13292	32	4	description	description	NOUN
fumecheng-13292	32	5	,	,	PUNCT
fumecheng-13292	32	6	it	it	PRON
fumecheng-13292	32	7	can	can	AUX
fumecheng-13292	32	8	be	be	AUX
fumecheng-13292	32	9	seen	see	VERB
fumecheng-13292	32	10	that	that	SCONJ
fumecheng-13292	32	11	optimizing	optimize	VERB
fumecheng-13292	32	12	the	the	DET
fumecheng-13292	32	13	parameters	parameter	NOUN
fumecheng-13292	32	14	of	of	ADP
fumecheng-13292	32	15	elm	elm	NOUN
fumecheng-13292	32	16	based	base	VERB
fumecheng-13292	32	17	on	on	ADP
fumecheng-13292	32	18	optimization	optimization	NOUN
fumecheng-13292	32	19	algorithms	algorithm	NOUN
fumecheng-13292	32	20	can	can	AUX
fumecheng-13292	32	21	further	far	ADV
fumecheng-13292	32	22	improve	improve	VERB
fumecheng-13292	32	23	the	the	DET
fumecheng-13292	32	24	performance	performance	NOUN
fumecheng-13292	32	25	of	of	ADP
fumecheng-13292	32	26	the	the	DET
fumecheng-13292	32	27	model	model	NOUN
fumecheng-13292	32	28	.	.	PUNCT
fumecheng-13292	33	1	whale	whale	NOUN
fumecheng-13292	33	2	optimization	optimization	NOUN
fumecheng-13292	33	3	algorithm	algorithm	NOUN
fumecheng-13292	33	4	(	(	PUNCT
fumecheng-13292	33	5	woa	woa	INTJ
fumecheng-13292	33	6	)	)	PUNCT
fumecheng-13292	33	7	is	be	AUX
fumecheng-13292	33	8	a	a	DET
fumecheng-13292	33	9	metaheuristic	metaheuristic	ADJ
fumecheng-13292	33	10	algorithm	algorithm	NOUN
fumecheng-13292	33	11	developed	develop	VERB
fumecheng-13292	33	12	in	in	ADP
fumecheng-13292	33	13	recent	recent	ADJ
fumecheng-13292	33	14	years	year	NOUN
fumecheng-13292	33	15	,	,	PUNCT
fumecheng-13292	33	16	which	which	PRON
fumecheng-13292	33	17	is	be	AUX
fumecheng-13292	33	18	used	use	VERB
fumecheng-13292	33	19	to	to	PART
fumecheng-13292	33	20	handle	handle	VERB
fumecheng-13292	33	21	various	various	ADJ
fumecheng-13292	33	22	optimization	optimization	NOUN
fumecheng-13292	33	23	problems	problem	NOUN
fumecheng-13292	33	24	in	in	ADP
fumecheng-13292	33	25	different	different	ADJ
fumecheng-13292	33	26	fields	field	NOUN
fumecheng-13292	33	27	due	due	ADP
fumecheng-13292	33	28	to	to	ADP
fumecheng-13292	33	29	its	its	PRON
fumecheng-13292	33	30	advantage	advantage	NOUN
fumecheng-13292	33	31	of	of	ADP
fumecheng-13292	33	32	fewer	few	ADJ
fumecheng-13292	33	33	adjustable	adjustable	ADJ
fumecheng-13292	33	34	parameters	parameter	NOUN
fumecheng-13292	33	35	[	[	X
fumecheng-13292	33	36	19	19	NUM
fumecheng-13292	33	37	-	-	SYM
fumecheng-13292	33	38	21	21	NUM
fumecheng-13292	33	39	]	]	PUNCT
fumecheng-13292	33	40	.	.	PUNCT
fumecheng-13292	34	1	however	however	ADV
fumecheng-13292	34	2	,	,	PUNCT
fumecheng-13292	34	3	as	as	ADP
fumecheng-13292	34	4	the	the	DET
fumecheng-13292	34	5	dimensionality	dimensionality	NOUN
fumecheng-13292	34	6	of	of	ADP
fumecheng-13292	34	7	the	the	DET
fumecheng-13292	34	8	search	search	NOUN
fumecheng-13292	34	9	space	space	NOUN
fumecheng-13292	34	10	increases	increase	NOUN
fumecheng-13292	34	11	,	,	PUNCT
fumecheng-13292	34	12	woa	woa	INTJ
fumecheng-13292	34	13	faces	face	VERB
fumecheng-13292	34	14	problems	problem	NOUN
fumecheng-13292	34	15	such	such	ADJ
fumecheng-13292	34	16	as	as	ADP
fumecheng-13292	34	17	easily	easily	ADV
fumecheng-13292	34	18	falling	fall	VERB
fumecheng-13292	34	19	into	into	ADP
fumecheng-13292	34	20	local	local	ADJ
fumecheng-13292	34	21	optima	optima	NOUN
fumecheng-13292	34	22	and	and	CCONJ
fumecheng-13292	34	23	slow	slow	ADJ
fumecheng-13292	34	24	convergence	convergence	NOUN
fumecheng-13292	34	25	speed	speed	NOUN
fumecheng-13292	34	26	.	.	PUNCT
fumecheng-13292	35	1	based	base	VERB
fumecheng-13292	35	2	on	on	ADP
fumecheng-13292	35	3	the	the	DET
fumecheng-13292	35	4	above	above	ADJ
fumecheng-13292	35	5	analysis	analysis	NOUN
fumecheng-13292	35	6	,	,	PUNCT
fumecheng-13292	35	7	we	we	PRON
fumecheng-13292	35	8	propose	propose	VERB
fumecheng-13292	35	9	a	a	DET
fumecheng-13292	35	10	rolling	rolling	ADJ
fumecheng-13292	35	11	bearing	bear	VERB
fumecheng-13292	35	12	fault	fault	NOUN
fumecheng-13292	35	13	diagnosis	diagnosis	NOUN
fumecheng-13292	35	14	method	method	NOUN
fumecheng-13292	35	15	based	base	VERB
fumecheng-13292	35	16	on	on	ADP
fumecheng-13292	35	17	extreme	extreme	ADJ
fumecheng-13292	35	18	learning	learning	NOUN
fumecheng-13292	35	19	machine	machine	NOUN
fumecheng-13292	35	20	optimized	optimize	VERB
fumecheng-13292	35	21	by	by	ADP
fumecheng-13292	35	22	improved	improve	VERB
fumecheng-13292	35	23	whale	whale	NOUN
fumecheng-13292	35	24	optimization	optimization	NOUN
fumecheng-13292	35	25	algorithm	algorithm	NOUN
fumecheng-13292	35	26	(	(	PUNCT
fumecheng-13292	35	27	iwoa	iwoa	PROPN
fumecheng-13292	35	28	-	-	PUNCT
fumecheng-13292	35	29	elm	elm	NOUN
fumecheng-13292	35	30	)	)	PUNCT
fumecheng-13292	35	31	,	,	PUNCT
fumecheng-13292	35	32	as	as	SCONJ
fumecheng-13292	35	33	shown	show	VERB
fumecheng-13292	35	34	in	in	ADP
fumecheng-13292	35	35	fig	fig	NOUN
fumecheng-13292	35	36	.	.	PUNCT
fumecheng-13292	36	1	1	1	X
fumecheng-13292	36	2	.	.	PUNCT
fumecheng-13292	36	3	firstly	firstly	ADV
fumecheng-13292	36	4	,	,	PUNCT
fumecheng-13292	36	5	the	the	DET
fumecheng-13292	36	6	variational	variational	ADJ
fumecheng-13292	36	7	mode	mode	NOUN
fumecheng-13292	36	8	decomposition	decomposition	NOUN
fumecheng-13292	36	9	(	(	PUNCT
fumecheng-13292	36	10	vmd	vmd	NOUN
fumecheng-13292	36	11	)	)	PUNCT
fumecheng-13292	36	12	method	method	NOUN
fumecheng-13292	36	13	is	be	AUX
fumecheng-13292	36	14	used	use	VERB
fumecheng-13292	36	15	to	to	PART
fumecheng-13292	36	16	extract	extract	VERB
fumecheng-13292	36	17	the	the	DET
fumecheng-13292	36	18	fault	fault	NOUN
fumecheng-13292	36	19	signal	signal	NOUN
fumecheng-13292	36	20	features	feature	NOUN
fumecheng-13292	36	21	of	of	ADP
fumecheng-13292	36	22	rolling	rolling	ADJ
fumecheng-13292	36	23	bearings	bearing	NOUN
fumecheng-13292	36	24	,	,	PUNCT
fumecheng-13292	36	25	which	which	PRON
fumecheng-13292	36	26	are	be	AUX
fumecheng-13292	36	27	then	then	ADV
fumecheng-13292	36	28	divided	divide	VERB
fumecheng-13292	36	29	into	into	ADP
fumecheng-13292	36	30	a	a	DET
fumecheng-13292	36	31	training	training	NOUN
fumecheng-13292	36	32	set	set	NOUN
fumecheng-13292	36	33	and	and	CCONJ
fumecheng-13292	36	34	a	a	DET
fumecheng-13292	36	35	testing	testing	NOUN
fumecheng-13292	36	36	set	set	NOUN
fumecheng-13292	36	37	.	.	PUNCT
fumecheng-13292	37	1	then	then	ADV
fumecheng-13292	37	2	,	,	PUNCT
fumecheng-13292	37	3	based	base	VERB
fumecheng-13292	37	4	on	on	ADP
fumecheng-13292	37	5	the	the	DET
fumecheng-13292	37	6	woa	woa	NOUN
fumecheng-13292	37	7	,	,	PUNCT
fumecheng-13292	37	8	a	a	DET
fumecheng-13292	37	9	hybrid	hybrid	ADJ
fumecheng-13292	37	10	initialization	initialization	NOUN
fumecheng-13292	37	11	population	population	NOUN
fumecheng-13292	37	12	strategy	strategy	NOUN
fumecheng-13292	37	13	,	,	PUNCT
fumecheng-13292	37	14	a	a	DET
fumecheng-13292	37	15	convergence	convergence	NOUN
fumecheng-13292	37	16	factor	factor	NOUN
fumecheng-13292	37	17	selection	selection	NOUN
fumecheng-13292	37	18	based	base	VERB
fumecheng-13292	37	19	on	on	ADP
fumecheng-13292	37	20	reinforcement	reinforcement	NOUN
fumecheng-13292	37	21	learning	learning	NOUN
fumecheng-13292	37	22	,	,	PUNCT
fumecheng-13292	37	23	an	an	DET
fumecheng-13292	37	24	adaptive	adaptive	ADJ
fumecheng-13292	37	25	weight	weight	NOUN
fumecheng-13292	37	26	and	and	CCONJ
fumecheng-13292	37	27	random	random	ADJ
fumecheng-13292	37	28	jump	jump	NOUN
fumecheng-13292	37	29	update	update	NOUN
fumecheng-13292	37	30	strategy	strategy	NOUN
fumecheng-13292	37	31	,	,	PUNCT
fumecheng-13292	37	32	and	and	CCONJ
fumecheng-13292	37	33	a	a	DET
fumecheng-13292	37	34	t	t	NOUN
fumecheng-13292	37	35	-	-	PUNCT
fumecheng-13292	37	36	distribution	distribution	NOUN
fumecheng-13292	37	37	-	-	PUNCT
fumecheng-13292	37	38	levy	levy	NOUN
fumecheng-13292	37	39	flight	flight	NOUN
fumecheng-13292	37	40	variation	variation	NOUN
fumecheng-13292	37	41	strategy	strategy	NOUN
fumecheng-13292	37	42	are	be	AUX
fumecheng-13292	37	43	introduced	introduce	VERB
fumecheng-13292	37	44	to	to	PART
fumecheng-13292	37	45	solve	solve	VERB
fumecheng-13292	37	46	the	the	DET
fumecheng-13292	37	47	problem	problem	NOUN
fumecheng-13292	37	48	of	of	ADP
fumecheng-13292	37	49	the	the	DET
fumecheng-13292	37	50	algorithm	algorithm	NOUN
fumecheng-13292	37	51	falling	fall	VERB
fumecheng-13292	37	52	into	into	ADP
fumecheng-13292	37	53	local	local	ADJ
fumecheng-13292	37	54	optimum	optimum	NOUN
fumecheng-13292	37	55	.	.	PUNCT
fumecheng-13292	38	1	finally	finally	ADV
fumecheng-13292	38	2	,	,	PUNCT
fumecheng-13292	38	3	the	the	DET
fumecheng-13292	38	4	iwoa	iwoa	NOUN
fumecheng-13292	38	5	was	be	AUX
fumecheng-13292	38	6	used	use	VERB
fumecheng-13292	38	7	to	to	PART
fumecheng-13292	38	8	optimize	optimize	VERB
fumecheng-13292	38	9	the	the	DET
fumecheng-13292	38	10	parameter	parameter	NOUN
fumecheng-13292	38	11	settings	setting	NOUN
fumecheng-13292	38	12	of	of	ADP
fumecheng-13292	38	13	the	the	DET
fumecheng-13292	38	14	extreme	extreme	ADJ
fumecheng-13292	38	15	learning	learning	NOUN
fumecheng-13292	38	16	machine	machine	NOUN
fumecheng-13292	38	17	,	,	PUNCT
fumecheng-13292	38	18	thereby	thereby	ADV
fumecheng-13292	38	19	improving	improve	VERB
fumecheng-13292	38	20	the	the	DET
fumecheng-13292	38	21	speed	speed	NOUN
fumecheng-13292	38	22	and	and	CCONJ
fumecheng-13292	38	23	accuracy	accuracy	NOUN
fumecheng-13292	38	24	of	of	ADP
fumecheng-13292	38	25	bearing	bear	VERB
fumecheng-13292	38	26	fault	fault	NOUN
fumecheng-13292	38	27	diagnosis	diagnosis	NOUN
fumecheng-13292	38	28	.	.	PUNCT
fumecheng-13292	39	1	the	the	DET
fumecheng-13292	39	2	iwoaelm	iwoaelm	PROPN
fumecheng-13292	39	3	algorithm	algorithm	NOUN
fumecheng-13292	39	4	was	be	AUX
fumecheng-13292	39	5	compared	compare	VERB
fumecheng-13292	39	6	with	with	ADP
fumecheng-13292	39	7	woa	woa	ADJ
fumecheng-13292	39	8	-	-	PUNCT
fumecheng-13292	39	9	elm	elm	NOUN
fumecheng-13292	39	10	,	,	PUNCT
fumecheng-13292	39	11	pso	pso	NOUN
fumecheng-13292	39	12	-	-	PUNCT
fumecheng-13292	39	13	elm	elm	PROPN
fumecheng-13292	39	14	,	,	PUNCT
fumecheng-13292	39	15	gwo	gwo	PROPN
fumecheng-13292	39	16	-	-	PROPN
fumecheng-13292	39	17	elm	elm	PROPN
fumecheng-13292	39	18	,	,	PUNCT
fumecheng-13292	39	19	and	and	CCONJ
fumecheng-13292	39	20	the	the	DET
fumecheng-13292	39	21	experimental	experimental	ADJ
fumecheng-13292	39	22	results	result	NOUN
fumecheng-13292	39	23	verified	verify	VERB
fumecheng-13292	39	24	the	the	DET
fumecheng-13292	39	25	effectiveness	effectiveness	NOUN
fumecheng-13292	39	26	of	of	ADP
fumecheng-13292	39	27	the	the	DET
fumecheng-13292	39	28	improved	improved	ADJ
fumecheng-13292	39	29	rolling	rolling	NOUN
fumecheng-13292	39	30	bearing	bear	VERB
fumecheng-13292	39	31	fault	fault	NOUN
fumecheng-13292	39	32	diagnosis	diagnosis	NOUN
fumecheng-13292	39	33	method	method	NOUN
fumecheng-13292	39	34	proposed	propose	VERB
fumecheng-13292	39	35	in	in	ADP
fumecheng-13292	39	36	this	this	DET
fumecheng-13292	39	37	paper	paper	NOUN
fumecheng-13292	39	38	.	.	PUNCT
fumecheng-13292	40	1	a	a	DET
fumecheng-13292	40	2	rolling	rolling	ADJ
fumecheng-13292	40	3	bearing	bear	VERB
fumecheng-13292	40	4	fault	fault	NOUN
fumecheng-13292	40	5	diagnosis	diagnosis	NOUN
fumecheng-13292	40	6	method	method	NOUN
fumecheng-13292	40	7	based	base	VERB
fumecheng-13292	40	8	on	on	ADP
fumecheng-13292	40	9	extreme	extreme	ADJ
fumecheng-13292	40	10	learning	learning	NOUN
fumecheng-13292	40	11	machine	machine	NOUN
fumecheng-13292	40	12	...	...	PUNCT
fumecheng-13292	40	13	883	883	NUM
fumecheng-13292	40	14	fig	fig	NOUN
fumecheng-13292	40	15	.	.	PUNCT
fumecheng-13292	41	1	1	1	NUM
fumecheng-13292	41	2	methodological	methodological	ADJ
fumecheng-13292	41	3	framework	framework	NOUN
fumecheng-13292	41	4	of	of	ADP
fumecheng-13292	41	5	this	this	DET
fumecheng-13292	41	6	study	study	NOUN
fumecheng-13292	41	7	2	2	NUM
fumecheng-13292	41	8	.	.	NOUN
fumecheng-13292	41	9	signal	signal	ADJ
fumecheng-13292	41	10	decomposition	decomposition	NOUN
fumecheng-13292	41	11	and	and	CCONJ
fumecheng-13292	41	12	feature	feature	NOUN
fumecheng-13292	41	13	extraction	extraction	NOUN
fumecheng-13292	41	14	2.1	2.1	NUM
fumecheng-13292	41	15	.	.	PUNCT
fumecheng-13292	42	1	vmd	vmd	PROPN
fumecheng-13292	42	2	theory	theory	PROPN
fumecheng-13292	42	3	vmd	vmd	PROPN
fumecheng-13292	42	4	is	be	AUX
fumecheng-13292	42	5	an	an	DET
fumecheng-13292	42	6	innovative	innovative	ADJ
fumecheng-13292	42	7	and	and	CCONJ
fumecheng-13292	42	8	adaptive	adaptive	ADJ
fumecheng-13292	42	9	signal	signal	NOUN
fumecheng-13292	42	10	processing	processing	NOUN
fumecheng-13292	42	11	method	method	NOUN
fumecheng-13292	42	12	[	[	X
fumecheng-13292	42	13	22	22	NUM
fumecheng-13292	42	14	]	]	PUNCT
fumecheng-13292	42	15	that	that	PRON
fumecheng-13292	42	16	can	can	AUX
fumecheng-13292	42	17	solve	solve	VERB
fumecheng-13292	42	18	the	the	DET
fumecheng-13292	42	19	common	common	ADJ
fumecheng-13292	42	20	endpoint	endpoint	NOUN
fumecheng-13292	42	21	effects	effect	NOUN
fumecheng-13292	42	22	and	and	CCONJ
fumecheng-13292	42	23	mode	mode	NOUN
fumecheng-13292	42	24	component	component	NOUN
fumecheng-13292	42	25	mixing	mix	VERB
fumecheng-13292	42	26	problems	problem	NOUN
fumecheng-13292	42	27	in	in	ADP
fumecheng-13292	42	28	empirical	empirical	ADJ
fumecheng-13292	42	29	mode	mode	NOUN
fumecheng-13292	42	30	decomposition	decomposition	NOUN
fumecheng-13292	42	31	(	(	PUNCT
fumecheng-13292	42	32	emd	emd	PROPN
fumecheng-13292	42	33	)	)	PUNCT
fumecheng-13292	42	34	.	.	PUNCT
fumecheng-13292	43	1	vmd	vmd	PROPN
fumecheng-13292	43	2	decomposes	decompose	VERB
fumecheng-13292	43	3	the	the	DET
fumecheng-13292	43	4	initial	initial	ADJ
fumecheng-13292	43	5	signal	signal	NOUN
fumecheng-13292	43	6	into	into	ADP
fumecheng-13292	43	7	k	k	PROPN
fumecheng-13292	43	8	discrete	discrete	ADJ
fumecheng-13292	43	9	sub	sub	NOUN
fumecheng-13292	43	10	-	-	NOUN
fumecheng-13292	43	11	signals	signal	NOUN
fumecheng-13292	43	12	,	,	PUNCT
fumecheng-13292	43	13	ensuring	ensure	VERB
fumecheng-13292	43	14	that	that	SCONJ
fumecheng-13292	43	15	each	each	DET
fumecheng-13292	43	16	decomposition	decomposition	NOUN
fumecheng-13292	43	17	represents	represent	VERB
fumecheng-13292	43	18	a	a	DET
fumecheng-13292	43	19	finite	finite	ADJ
fumecheng-13292	43	20	bandwidth	bandwidth	ADJ
fumecheng-13292	43	21	modal	modal	NOUN
fumecheng-13292	43	22	component	component	NOUN
fumecheng-13292	43	23	centered	center	VERB
fumecheng-13292	43	24	at	at	ADP
fumecheng-13292	43	25	a	a	DET
fumecheng-13292	43	26	specific	specific	ADJ
fumecheng-13292	43	27	frequency	frequency	NOUN
fumecheng-13292	43	28	.	.	PUNCT
fumecheng-13292	44	1	at	at	ADP
fumecheng-13292	44	2	the	the	DET
fumecheng-13292	44	3	same	same	ADJ
fumecheng-13292	44	4	time	time	NOUN
fumecheng-13292	44	5	,	,	PUNCT
fumecheng-13292	44	6	the	the	DET
fumecheng-13292	44	7	sum	sum	NOUN
fumecheng-13292	44	8	of	of	ADP
fumecheng-13292	44	9	estimated	estimate	VERB
fumecheng-13292	44	10	bandwidths	bandwidth	NOUN
fumecheng-13292	44	11	for	for	ADP
fumecheng-13292	44	12	each	each	DET
fumecheng-13292	44	13	modality	modality	NOUN
fumecheng-13292	44	14	is	be	AUX
fumecheng-13292	44	15	minimized	minimize	VERB
fumecheng-13292	44	16	,	,	PUNCT
fumecheng-13292	44	17	and	and	CCONJ
fumecheng-13292	44	18	the	the	DET
fumecheng-13292	44	19	sum	sum	NOUN
fumecheng-13292	44	20	of	of	ADP
fumecheng-13292	44	21	all	all	DET
fumecheng-13292	44	22	modes	mode	NOUN
fumecheng-13292	44	23	is	be	AUX
fumecheng-13292	44	24	equal	equal	ADJ
fumecheng-13292	44	25	to	to	ADP
fumecheng-13292	44	26	the	the	DET
fumecheng-13292	44	27	original	original	ADJ
fumecheng-13292	44	28	signal	signal	NOUN
fumecheng-13292	44	29	as	as	ADP
fumecheng-13292	44	30	a	a	DET
fumecheng-13292	44	31	constraint	constraint	NOUN
fumecheng-13292	44	32	.	.	PUNCT
fumecheng-13292	45	1	the	the	DET
fumecheng-13292	45	2	constraint	constraint	ADJ
fumecheng-13292	45	3	variational	variational	ADJ
fumecheng-13292	45	4	expression	expression	NOUN
fumecheng-13292	45	5	can	can	AUX
fumecheng-13292	45	6	be	be	AUX
fumecheng-13292	45	7	written	write	VERB
fumecheng-13292	45	8	as	as	ADP
fumecheng-13292	45	9	:	:	PUNCT
fumecheng-13292	45	10			PROPN
fumecheng-13292	45	11			PROPN
fumecheng-13292	45	12			PROPN
fumecheng-13292	45	13			PROPN
fumecheng-13292	45	14			NOUN
fumecheng-13292	45	15			PROPN
fumecheng-13292	45	16	2	2	NUM
fumecheng-13292	45	17	j	j	PROPN
fumecheng-13292	45	18	2	2	NUM
fumecheng-13292	45	19	,	,	PUNCT
fumecheng-13292	45	20	1	1	NUM
fumecheng-13292	45	21	min	min	NOUN
fumecheng-13292	45	22	(	(	PUNCT
fumecheng-13292	45	23	(	(	PUNCT
fumecheng-13292	45	24	)	)	PUNCT
fumecheng-13292	45	25	j	j	PROPN
fumecheng-13292	45	26	/	/	SYM
fumecheng-13292	45	27	)	)	PUNCT
fumecheng-13292	45	28	*	*	PUNCT
fumecheng-13292	45	29	(	(	PUNCT
fumecheng-13292	45	30	)	)	PUNCT
fumecheng-13292	45	31	e	e	PROPN
fumecheng-13292	45	32	s.t	s.t	PROPN
fumecheng-13292	45	33	.	.	PUNCT
fumecheng-13292	46	1	k	k	PROPN
fumecheng-13292	46	2	k	k	PROPN
fumecheng-13292	46	3	k	k	PROPN
fumecheng-13292	46	4	t	t	PROPN
fumecheng-13292	47	1	t	t	PROPN
fumecheng-13292	48	1	k	k	X
fumecheng-13292	49	1	u	u	PROPN
fumecheng-13292	50	1	k	k	PROPN
fumecheng-13292	50	2	kk	kk	PROPN
fumecheng-13292	50	3	k	k	PROPN
fumecheng-13292	50	4	t	t	PROPN
fumecheng-13292	50	5	t	t	PROPN
fumecheng-13292	50	6	u	u	NOUN
fumecheng-13292	50	7	t	t	PROPN
fumecheng-13292	50	8	u	u	X
fumecheng-13292	50	9	f	f	PROPN
fumecheng-13292	50	10			X
fumecheng-13292	50	11			PROPN
fumecheng-13292	50	12			NUM
fumecheng-13292	50	13	−	−	NOUN
fumecheng-13292	50	14	=	=	SYM
fumecheng-13292	50	15			NOUN
fumecheng-13292	50	16			NOUN
fumecheng-13292	51	1			PUNCT
fumecheng-13292	51	2			PROPN
fumecheng-13292	51	3	+	+	CCONJ
fumecheng-13292	51	4			VERB
fumecheng-13292	51	5			PRON
fumecheng-13292	51	6			NUM
fumecheng-13292	51	7			PROPN
fumecheng-13292	51	8			PROPN
fumecheng-13292	51	9			PUNCT
fumecheng-13292	51	10			NUM
fumecheng-13292	51	11			NUM
fumecheng-13292	51	12	=	=	NOUN
fumecheng-13292	51	13			PROPN
fumecheng-13292	51	14			NOUN
fumecheng-13292	51	15			X
fumecheng-13292	51	16	(	(	PUNCT
fumecheng-13292	51	17	1	1	X
fumecheng-13292	51	18	)	)	PUNCT
fumecheng-13292	51	19	where	where	SCONJ
fumecheng-13292	51	20	,	,	PUNCT
fumecheng-13292	51	21	k	k	PROPN
fumecheng-13292	51	22	is	be	AUX
fumecheng-13292	51	23	the	the	DET
fumecheng-13292	51	24	number	number	NOUN
fumecheng-13292	51	25	of	of	ADP
fumecheng-13292	51	26	decomposed	decompose	VERB
fumecheng-13292	51	27	modes	mode	NOUN
fumecheng-13292	51	28	.	.	PUNCT
fumecheng-13292	52	1	the	the	DET
fumecheng-13292	52	2	symbols	symbols	PROPN
fumecheng-13292	52	3	{	{	PUNCT
fumecheng-13292	52	4	uk	uk	PROPN
fumecheng-13292	52	5	}	}	PUNCT
fumecheng-13292	52	6	and	and	CCONJ
fumecheng-13292	52	7	{	{	PUNCT
fumecheng-13292	52	8	ωk	ωk	ADJ
fumecheng-13292	52	9	}	}	PUNCT
fumecheng-13292	52	10	refer	refer	VERB
fumecheng-13292	52	11	to	to	ADP
fumecheng-13292	52	12	the	the	DET
fumecheng-13292	52	13	kth	kth	PROPN
fumecheng-13292	52	14	mode	mode	PROPN
fumecheng-13292	52	15	component	component	NOUN
fumecheng-13292	52	16	and	and	CCONJ
fumecheng-13292	52	17	center	center	NOUN
fumecheng-13292	52	18	frequency	frequency	NOUN
fumecheng-13292	52	19	after	after	ADP
fumecheng-13292	52	20	decomposing	decompose	VERB
fumecheng-13292	52	21	,	,	PUNCT
fumecheng-13292	52	22	respectively	respectively	ADV
fumecheng-13292	52	23	.	.	PUNCT
fumecheng-13292	53	1	(t	(t	X
fumecheng-13292	53	2	)	)	PUNCT
fumecheng-13292	54	1	is	be	AUX
fumecheng-13292	54	2	the	the	DET
fumecheng-13292	54	3	dirac	dirac	NOUN
fumecheng-13292	54	4	function	function	NOUN
fumecheng-13292	54	5	where	where	SCONJ
fumecheng-13292	54	6	t	t	PROPN
fumecheng-13292	54	7	represents	represent	VERB
fumecheng-13292	54	8	time	time	NOUN
fumecheng-13292	54	9	.	.	PUNCT
fumecheng-13292	55	1	*	*	PUNCT
fumecheng-13292	55	2	is	be	AUX
fumecheng-13292	55	3	the	the	DET
fumecheng-13292	55	4	convolution	convolution	NOUN
fumecheng-13292	55	5	operator	operator	NOUN
fumecheng-13292	55	6	.	.	PUNCT
fumecheng-13292	56	1	furthermore	furthermore	ADV
fumecheng-13292	56	2	,	,	PUNCT
fumecheng-13292	56	3	we	we	PRON
fumecheng-13292	56	4	introduce	introduce	VERB
fumecheng-13292	56	5	the	the	DET
fumecheng-13292	56	6	lagrange	lagrange	NOUN
fumecheng-13292	56	7	multiplication	multiplication	NOUN
fumecheng-13292	56	8	operator	operator	NOUN
fumecheng-13292	56	9			ADJ
fumecheng-13292	56	10	and	and	CCONJ
fumecheng-13292	56	11	the	the	DET
fumecheng-13292	56	12	quadratic	quadratic	ADJ
fumecheng-13292	56	13	penalty	penalty	NOUN
fumecheng-13292	56	14	factor	factor	NOUN
fumecheng-13292	56	15			X
fumecheng-13292	56	16	to	to	PART
fumecheng-13292	56	17	find	find	VERB
fumecheng-13292	56	18	the	the	DET
fumecheng-13292	56	19	optimal	optimal	ADJ
fumecheng-13292	56	20	solution	solution	NOUN
fumecheng-13292	56	21	for	for	ADP
fumecheng-13292	56	22	the	the	DET
fumecheng-13292	56	23	constrained	constrain	VERB
fumecheng-13292	56	24	variational	variational	ADJ
fumecheng-13292	56	25	problem	problem	NOUN
fumecheng-13292	56	26	,	,	PUNCT
fumecheng-13292	56	27	and	and	CCONJ
fumecheng-13292	56	28	obtain	obtain	VERB
fumecheng-13292	56	29	the	the	DET
fumecheng-13292	56	30	augmented	augment	VERB
fumecheng-13292	56	31	function	function	NOUN
fumecheng-13292	56	32	:	:	PUNCT
fumecheng-13292	56	33	884	884	NUM
fumecheng-13292	56	34	x.	x.	NOUN
fumecheng-13292	56	35	li	li	PROPN
fumecheng-13292	56	36	,	,	PUNCT
fumecheng-13292	56	37	s.	s.	PROPN
fumecheng-13292	56	38	guo	guo	PROPN
fumecheng-13292	56	39	,	,	PUNCT
fumecheng-13292	56	40	d.	d.	PROPN
fumecheng-13292	56	41	sun	sun	PROPN
fumecheng-13292	56	42	,	,	PUNCT
fumecheng-13292	56	43	l.	l.	PROPN
fumecheng-13292	56	44	cao	cao	PROPN
fumecheng-13292	56	45	,	,	PUNCT
fumecheng-13292	56	46	c.	c.	PROPN
fumecheng-13292	56	47	li	li	PROPN
fumecheng-13292	56	48	,	,	PUNCT
fumecheng-13292	56	49	s.	s.	PROPN
fumecheng-13292	56	50	tian	tian	PROPN
fumecheng-13292	56	51	,	,	PUNCT
fumecheng-13292	56	52	p.	p.	PROPN
fumecheng-13292	56	53	liu	liu	PROPN
fumecheng-13292	56	54	,	,	PUNCT
fumecheng-13292	56	55	y.	y.	PROPN
fumecheng-13292	56	56	qi	qi	PROPN
fumecheng-13292	56	57			PROPN
fumecheng-13292	56	58			PROPN
fumecheng-13292	56	59			PROPN
fumecheng-13292	56	60			PROPN
fumecheng-13292	56	61	(	(	PUNCT
fumecheng-13292	56	62	)	)	PUNCT
fumecheng-13292	56	63			ADJ
fumecheng-13292	56	64			ADP
fumecheng-13292	56	65	2	2	NUM
fumecheng-13292	56	66	j	j	NOUN
fumecheng-13292	56	67	2	2	NUM
fumecheng-13292	56	68	2	2	NUM
fumecheng-13292	56	69	2	2	NUM
fumecheng-13292	56	70	,	,	PUNCT
fumecheng-13292	56	71	,	,	PUNCT
fumecheng-13292	56	72	(	(	PUNCT
fumecheng-13292	56	73	(	(	PUNCT
fumecheng-13292	56	74	)	)	PUNCT
fumecheng-13292	56	75	j	j	PROPN
fumecheng-13292	56	76	/	/	SYM
fumecheng-13292	56	77	)	)	PUNCT
fumecheng-13292	56	78	*	*	PUNCT
fumecheng-13292	56	79	(	(	PUNCT
fumecheng-13292	56	80	)	)	PUNCT
fumecheng-13292	56	81	e	e	X
fumecheng-13292	56	82	(	(	PUNCT
fumecheng-13292	56	83	)	)	PUNCT
fumecheng-13292	56	84	(	(	PUNCT
fumecheng-13292	56	85	)	)	PUNCT
fumecheng-13292	56	86	(	(	PUNCT
fumecheng-13292	56	87	)	)	PUNCT
fumecheng-13292	56	88	,	,	PUNCT
fumecheng-13292	56	89	(	(	PUNCT
fumecheng-13292	56	90	)	)	PUNCT
fumecheng-13292	56	91	(	(	PUNCT
fumecheng-13292	56	92	)	)	PUNCT
fumecheng-13292	57	1	k	k	PROPN
fumecheng-13292	57	2	t	t	PROPN
fumecheng-13292	57	3	k	k	PROPN
fumecheng-13292	58	1	k	k	PROPN
fumecheng-13292	58	2	t	t	PROPN
fumecheng-13292	58	3	k	k	PROPN
fumecheng-13292	58	4	k	k	PROPN
fumecheng-13292	58	5	k	k	PROPN
fumecheng-13292	58	6	k	k	PROPN
fumecheng-13292	58	7	k	k	PROPN
fumecheng-13292	58	8	k	k	PROPN
fumecheng-13292	58	9	l	l	PUNCT
fumecheng-13292	58	10	u	u	NOUN
fumecheng-13292	58	11	t	t	PROPN
fumecheng-13292	58	12	t	t	X
fumecheng-13292	58	13	u	u	NOUN
fumecheng-13292	58	14	t	t	PROPN
fumecheng-13292	58	15	f	f	PROPN
fumecheng-13292	58	16	t	t	PROPN
fumecheng-13292	58	17	u	u	PROPN
fumecheng-13292	58	18	t	t	PROPN
fumecheng-13292	58	19	t	t	PROPN
fumecheng-13292	58	20	f	f	PROPN
fumecheng-13292	58	21	t	t	PROPN
fumecheng-13292	58	22	u	u	PROPN
fumecheng-13292	58	23	t	t	PROPN
fumecheng-13292	58	24			CCONJ
fumecheng-13292	58	25			X
fumecheng-13292	58	26			X
fumecheng-13292	58	27			NUM
fumecheng-13292	58	28			ADJ
fumecheng-13292	58	29	−	−	NOUN
fumecheng-13292	58	30	=	=	SYM
fumecheng-13292	58	31			PROPN
fumecheng-13292	58	32	+	+	CCONJ
fumecheng-13292	58	33			PROPN
fumecheng-13292	58	34	+	+	CCONJ
fumecheng-13292	58	35	−	−	NOUN
fumecheng-13292	58	36	+	+	CCONJ
fumecheng-13292	58	37	−	−	X
fumecheng-13292	58	38			X
fumecheng-13292	58	39			X
fumecheng-13292	58	40			X
fumecheng-13292	58	41	(	(	PUNCT
fumecheng-13292	58	42	2	2	X
fumecheng-13292	58	43	)	)	PUNCT
fumecheng-13292	58	44	where	where	SCONJ
fumecheng-13292	58	45	the	the	DET
fumecheng-13292	58	46	mentioned	mention	VERB
fumecheng-13292	58	47	quadratic	quadratic	ADJ
fumecheng-13292	58	48	penalty	penalty	NOUN
fumecheng-13292	58	49	factor	factor	NOUN
fumecheng-13292	58	50	α	α	NOUN
fumecheng-13292	58	51	is	be	AUX
fumecheng-13292	58	52	used	use	VERB
fumecheng-13292	58	53	to	to	PART
fumecheng-13292	58	54	reduce	reduce	VERB
fumecheng-13292	58	55	the	the	DET
fumecheng-13292	58	56	interference	interference	NOUN
fumecheng-13292	58	57	of	of	ADP
fumecheng-13292	58	58	gaussian	gaussian	ADJ
fumecheng-13292	58	59	noise	noise	NOUN
fumecheng-13292	58	60	.	.	PUNCT
fumecheng-13292	59	1	the	the	DET
fumecheng-13292	59	2	alternate	alternate	ADJ
fumecheng-13292	59	3	direction	direction	NOUN
fumecheng-13292	59	4	method	method	NOUN
fumecheng-13292	59	5	of	of	ADP
fumecheng-13292	59	6	multipliers	multiplier	NOUN
fumecheng-13292	59	7	(	(	PUNCT
fumecheng-13292	59	8	admm	admm	NOUN
fumecheng-13292	59	9	)	)	PUNCT
fumecheng-13292	59	10	iterative	iterative	NOUN
fumecheng-13292	59	11	algorithm	algorithm	NOUN
fumecheng-13292	59	12	combined	combine	VERB
fumecheng-13292	59	13	with	with	ADP
fumecheng-13292	59	14	parseval	parseval	NOUN
fumecheng-13292	59	15	/	/	SYM
fumecheng-13292	59	16	plancherel	plancherel	NOUN
fumecheng-13292	59	17	and	and	CCONJ
fumecheng-13292	59	18	fourier	fourier	NOUN
fumecheng-13292	59	19	isometry	isometry	NOUN
fumecheng-13292	59	20	transform	transform	NOUN
fumecheng-13292	59	21	is	be	AUX
fumecheng-13292	59	22	used	use	VERB
fumecheng-13292	59	23	to	to	PART
fumecheng-13292	59	24	optimize	optimize	VERB
fumecheng-13292	59	25	each	each	DET
fumecheng-13292	59	26	eigenmode	eigenmode	ADJ
fumecheng-13292	59	27	component	component	NOUN
fumecheng-13292	59	28	and	and	CCONJ
fumecheng-13292	59	29	center	center	NOUN
fumecheng-13292	59	30	frequency	frequency	NOUN
fumecheng-13292	59	31	,	,	PUNCT
fumecheng-13292	59	32	and	and	CCONJ
fumecheng-13292	59	33	to	to	PART
fumecheng-13292	59	34	search	search	VERB
fumecheng-13292	59	35	for	for	ADP
fumecheng-13292	59	36	saddle	saddle	ADJ
fumecheng-13292	59	37	points	point	NOUN
fumecheng-13292	59	38	of	of	ADP
fumecheng-13292	59	39	the	the	DET
fumecheng-13292	59	40	extended	extended	ADJ
fumecheng-13292	59	41	lagrangian	lagrangian	ADJ
fumecheng-13292	59	42	function	function	NOUN
fumecheng-13292	59	43	.	.	PUNCT
fumecheng-13292	60	1	the	the	DET
fumecheng-13292	60	2	expressions	expression	NOUN
fumecheng-13292	60	3	for	for	ADP
fumecheng-13292	60	4	uk	uk	PROPN
fumecheng-13292	60	5	,	,	PUNCT
fumecheng-13292	60	6	ωk	ωk	ADP
fumecheng-13292	60	7	,	,	PUNCT
fumecheng-13292	60	8	and	and	CCONJ
fumecheng-13292	60	9	λ	λ	PROPN
fumecheng-13292	60	10	change	change	NOUN
fumecheng-13292	60	11	after	after	ADP
fumecheng-13292	60	12	alternating	alternate	VERB
fumecheng-13292	60	13	optimization	optimization	NOUN
fumecheng-13292	60	14	iteration	iteration	NOUN
fumecheng-13292	60	15	is	be	AUX
fumecheng-13292	60	16	as	as	SCONJ
fumecheng-13292	60	17	follows	follow	VERB
fumecheng-13292	60	18	:	:	PUNCT
fumecheng-13292	60	19	1	1	NUM
fumecheng-13292	60	20	2	2	NUM
fumecheng-13292	60	21	ˆ	ˆ	NOUN
fumecheng-13292	60	22	ˆˆ	ˆˆ	NOUN
fumecheng-13292	60	23	ˆ	ˆ	NOUN
fumecheng-13292	60	24	(	(	PUNCT
fumecheng-13292	60	25	)	)	PUNCT
fumecheng-13292	60	26	(	(	PUNCT
fumecheng-13292	60	27	)	)	PUNCT
fumecheng-13292	60	28	(	(	PUNCT
fumecheng-13292	60	29	)	)	PUNCT
fumecheng-13292	60	30	/	/	SYM
fumecheng-13292	60	31	2	2	NUM
fumecheng-13292	60	32	(	(	PUNCT
fumecheng-13292	60	33	)	)	PUNCT
fumecheng-13292	60	34	1	1	NUM
fumecheng-13292	60	35	2	2	NUM
fumecheng-13292	60	36	(	(	PUNCT
fumecheng-13292	60	37	)	)	PUNCT
fumecheng-13292	60	38	in	in	ADP
fumecheng-13292	60	39	i	i	PRON
fumecheng-13292	60	40	k	k	PROPN
fumecheng-13292	61	1	k	k	PROPN
fumecheng-13292	61	2	k	k	PROPN
fumecheng-13292	61	3	f	f	X
fumecheng-13292	61	4	u	u	X
fumecheng-13292	61	5	u	u	X
fumecheng-13292	61	6			PROPN
fumecheng-13292	61	7			X
fumecheng-13292	61	8			X
fumecheng-13292	61	9			X
fumecheng-13292	61	10			X
fumecheng-13292	61	11			X
fumecheng-13292	61	12			X
fumecheng-13292	61	13			X
fumecheng-13292	61	14	+	+	PROPN
fumecheng-13292	61	15			NOUN
fumecheng-13292	61	16	−	−	NOUN
fumecheng-13292	62	1	+	+	NUM
fumecheng-13292	62	2			NOUN
fumecheng-13292	62	3	+	+	CCONJ
fumecheng-13292	62	4	−	−	X
fumecheng-13292	62	5			X
fumecheng-13292	62	6	(	(	PUNCT
fumecheng-13292	62	7	3	3	X
fumecheng-13292	62	8	)	)	SYM
fumecheng-13292	62	9	2	2	NUM
fumecheng-13292	62	10	1	1	NUM
fumecheng-13292	62	11	1	1	NUM
fumecheng-13292	62	12	0	0	NUM
fumecheng-13292	62	13	2	2	NUM
fumecheng-13292	62	14	1	1	NUM
fumecheng-13292	62	15	0	0	NUM
fumecheng-13292	62	16	ˆ	ˆ	NOUN
fumecheng-13292	62	17	(	(	PUNCT
fumecheng-13292	62	18	)	)	PUNCT
fumecheng-13292	62	19	d	d	X
fumecheng-13292	62	20	)	)	PUNCT
fumecheng-13292	62	21	dˆ	dˆ	PROPN
fumecheng-13292	62	22	(	(	PUNCT
fumecheng-13292	62	23	n	n	X
fumecheng-13292	62	24	kn	kn	PROPN
fumecheng-13292	62	25	k	k	PROPN
fumecheng-13292	62	26	n	n	PROPN
fumecheng-13292	62	27	k	k	X
fumecheng-13292	62	28	u	u	X
fumecheng-13292	62	29	u	u	NOUN
fumecheng-13292	62	30			X
fumecheng-13292	62	31			X
fumecheng-13292	62	32			X
fumecheng-13292	62	33			X
fumecheng-13292	62	34			X
fumecheng-13292	62	35			X
fumecheng-13292	62	36			NOUN
fumecheng-13292	62	37	+	+	CCONJ
fumecheng-13292	62	38	+	+	CCONJ
fumecheng-13292	62	39			VERB
fumecheng-13292	62	40	+	+	CCONJ
fumecheng-13292	62	41			NOUN
fumecheng-13292	62	42			NOUN
fumecheng-13292	62	43			X
fumecheng-13292	62	44	(	(	PUNCT
fumecheng-13292	62	45	4	4	X
fumecheng-13292	62	46	)	)	PUNCT
fumecheng-13292	62	47	1	1	NUM
fumecheng-13292	62	48	1ˆˆ	1ˆˆ	NOUN
fumecheng-13292	62	49	ˆ	ˆ	NOUN
fumecheng-13292	62	50	ˆ	ˆ	NOUN
fumecheng-13292	62	51	(	(	PUNCT
fumecheng-13292	62	52	)	)	PUNCT
fumecheng-13292	62	53	(	(	PUNCT
fumecheng-13292	62	54	)	)	PUNCT
fumecheng-13292	62	55	(	(	PUNCT
fumecheng-13292	62	56	)	)	PUNCT
fumecheng-13292	62	57	(	(	PUNCT
fumecheng-13292	62	58	)	)	PUNCT
fumecheng-13292	62	59	n	n	CCONJ
fumecheng-13292	62	60	n	n	CCONJ
fumecheng-13292	62	61	n	n	ADV
fumecheng-13292	62	62	k	k	NOUN
fumecheng-13292	62	63	k	k	PROPN
fumecheng-13292	62	64	f	f	PROPN
fumecheng-13292	62	65	u	u	PROPN
fumecheng-13292	62	66			PROPN
fumecheng-13292	62	67			X
fumecheng-13292	62	68			X
fumecheng-13292	62	69			NUM
fumecheng-13292	62	70			PROPN
fumecheng-13292	63	1	+	+	PUNCT
fumecheng-13292	64	1	+	+	NOUN
fumecheng-13292	64	2			NOUN
fumecheng-13292	64	3			NOUN
fumecheng-13292	64	4			PROPN
fumecheng-13292	65	1	+	+	CCONJ
fumecheng-13292	66	1	−	−	PROPN
fumecheng-13292	66	2			CCONJ
fumecheng-13292	67	1			PROPN
fumecheng-13292	67	2			NOUN
fumecheng-13292	67	3			X
fumecheng-13292	67	4	(	(	PUNCT
fumecheng-13292	67	5	5	5	NUM
fumecheng-13292	67	6	)	)	PUNCT
fumecheng-13292	67	7	where	where	SCONJ
fumecheng-13292	67	8	,	,	PUNCT
fumecheng-13292	67	9	γ	γ	PROPN
fumecheng-13292	67	10	is	be	AUX
fumecheng-13292	67	11	the	the	DET
fumecheng-13292	67	12	noise	noise	NOUN
fumecheng-13292	67	13	margin	margin	NOUN
fumecheng-13292	67	14	,	,	PUNCT
fumecheng-13292	67	15	1ˆ	1ˆ	NUM
fumecheng-13292	67	16	(	(	PUNCT
fumecheng-13292	67	17	)	)	PUNCT
fumecheng-13292	67	18	n	n	X
fumecheng-13292	67	19	ku	ku	NOUN
fumecheng-13292	68	1	+	+	NOUN
fumecheng-13292	68	2	,	,	PUNCT
fumecheng-13292	68	3	ˆ	ˆ	PROPN
fumecheng-13292	68	4	(	(	PUNCT
fumecheng-13292	68	5	)	)	PUNCT
fumecheng-13292	68	6	iu	iu	ADP
fumecheng-13292	68	7			PROPN
fumecheng-13292	68	8	,	,	PUNCT
fumecheng-13292	68	9	ˆ	ˆ	PROPN
fumecheng-13292	68	10	(	(	PUNCT
fumecheng-13292	68	11	)	)	PUNCT
fumecheng-13292	68	12	f	f	PROPN
fumecheng-13292	69	1			PROPN
fumecheng-13292	69	2	and	and	CCONJ
fumecheng-13292	69	3	ˆ	ˆ	PROPN
fumecheng-13292	69	4	(	(	PUNCT
fumecheng-13292	69	5	)	)	PUNCT
fumecheng-13292	69	6			X
fumecheng-13292	69	7			PROPN
fumecheng-13292	69	8	correspond	correspond	NOUN
fumecheng-13292	69	9	to	to	ADP
fumecheng-13292	69	10	the	the	DET
fumecheng-13292	69	11	fourier	fourier	NOUN
fumecheng-13292	69	12	transforms	transform	NOUN
fumecheng-13292	69	13	of	of	ADP
fumecheng-13292	69	14	uk	uk	PROPN
fumecheng-13292	69	15	n+1(t	n+1(t	PROPN
fumecheng-13292	69	16	)	)	PUNCT
fumecheng-13292	69	17	,	,	PUNCT
fumecheng-13292	69	18	ui(t	ui(t	NOUN
fumecheng-13292	69	19	)	)	PUNCT
fumecheng-13292	69	20	,	,	PUNCT
fumecheng-13292	69	21	f(t	f(t	PROPN
fumecheng-13292	69	22	)	)	PUNCT
fumecheng-13292	69	23	and	and	CCONJ
fumecheng-13292	69	24	λ(t	λ(t	NOUN
fumecheng-13292	69	25	)	)	PUNCT
fumecheng-13292	69	26	respectively	respectively	ADV
fumecheng-13292	69	27	.	.	PUNCT
fumecheng-13292	70	1	the	the	DET
fumecheng-13292	70	2	main	main	ADJ
fumecheng-13292	70	3	iterative	iterative	NOUN
fumecheng-13292	70	4	vmd	vmd	NOUN
fumecheng-13292	70	5	solution	solution	NOUN
fumecheng-13292	70	6	process	process	NOUN
fumecheng-13292	70	7	is	be	AUX
fumecheng-13292	70	8	as	as	SCONJ
fumecheng-13292	70	9	follows	follow	VERB
fumecheng-13292	70	10	:	:	PUNCT
fumecheng-13292	70	11	(	(	PUNCT
fumecheng-13292	70	12	1	1	X
fumecheng-13292	70	13	)	)	PUNCT
fumecheng-13292	70	14	initialize	initialize	VERB
fumecheng-13292	70	15	1	1	NUM
fumecheng-13292	70	16	1	1	NUM
fumecheng-13292	70	17	1ˆˆ	1ˆˆ	NOUN
fumecheng-13292	70	18	,	,	PUNCT
fumecheng-13292	70	19	,	,	PUNCT
fumecheng-13292	70	20	k	k	PROPN
fumecheng-13292	70	21	ku	ku	PROPN
fumecheng-13292	70	22			PROPN
fumecheng-13292	70	23			ADJ
fumecheng-13292	70	24	and	and	CCONJ
fumecheng-13292	70	25	set	set	VERB
fumecheng-13292	70	26	the	the	DET
fumecheng-13292	70	27	maximum	maximum	ADJ
fumecheng-13292	70	28	number	number	NOUN
fumecheng-13292	70	29	of	of	ADP
fumecheng-13292	70	30	iterations	iteration	NOUN
fumecheng-13292	70	31	n	n	CCONJ
fumecheng-13292	70	32	,	,	PUNCT
fumecheng-13292	70	33	n←0	n←0	PROPN
fumecheng-13292	70	34	;	;	PUNCT
fumecheng-13292	70	35	(	(	PUNCT
fumecheng-13292	70	36	2	2	X
fumecheng-13292	70	37	)	)	PUNCT
fumecheng-13292	70	38	using	use	VERB
fumecheng-13292	70	39	eqs	eqs	PROPN
fumecheng-13292	70	40	.	.	PUNCT
fumecheng-13292	71	1	(	(	PUNCT
fumecheng-13292	71	2	3	3	X
fumecheng-13292	71	3	)	)	PUNCT
fumecheng-13292	71	4	and	and	CCONJ
fumecheng-13292	71	5	(	(	PUNCT
fumecheng-13292	71	6	4	4	NUM
fumecheng-13292	71	7	)	)	PUNCT
fumecheng-13292	71	8	,	,	PUNCT
fumecheng-13292	71	9	update	update	VERB
fumecheng-13292	71	10	ûk	ûk	NOUN
fumecheng-13292	71	11	and	and	CCONJ
fumecheng-13292	71	12	ωk	ωk	ADP
fumecheng-13292	71	13	;	;	PUNCT
fumecheng-13292	71	14	(	(	PUNCT
fumecheng-13292	71	15	3	3	X
fumecheng-13292	71	16	)	)	PUNCT
fumecheng-13292	71	17	update	update	NOUN
fumecheng-13292	71	18	̂	̂	NOUN
fumecheng-13292	71	19	using	use	VERB
fumecheng-13292	71	20	eq	eq	ADP
fumecheng-13292	71	21	.	.	PUNCT
fumecheng-13292	72	1	(	(	PUNCT
fumecheng-13292	72	2	5	5	NUM
fumecheng-13292	72	3	)	)	PUNCT
fumecheng-13292	72	4	;	;	PUNCT
fumecheng-13292	72	5	(	(	PUNCT
fumecheng-13292	72	6	4	4	X
fumecheng-13292	72	7	)	)	PUNCT
fumecheng-13292	72	8	accuracy	accuracy	NOUN
fumecheng-13292	72	9	convergence	convergence	NOUN
fumecheng-13292	72	10	criterion	criterion	NOUN
fumecheng-13292	72	11	ε>0	ε>0	ADJ
fumecheng-13292	72	12	,	,	PUNCT
fumecheng-13292	72	13	if	if	SCONJ
fumecheng-13292	72	14	n	n	CCONJ
fumecheng-13292	72	15	<	<	X
fumecheng-13292	72	16	n	n	NOUN
fumecheng-13292	72	17	and	and	CCONJ
fumecheng-13292	72	18	2	2	NUM
fumecheng-13292	72	19	2	2	NUM
fumecheng-13292	72	20	1	1	NUM
fumecheng-13292	72	21	2	2	NUM
fumecheng-13292	72	22	2	2	NUM
fumecheng-13292	72	23	ˆ	ˆ	NOUN
fumecheng-13292	72	24	ˆ	ˆ	ADV
fumecheng-13292	72	25	ˆ/n	ˆ/n	PROPN
fumecheng-13292	72	26	n	n	CCONJ
fumecheng-13292	72	27	n	n	NOUN
fumecheng-13292	72	28	k	k	NOUN
fumecheng-13292	72	29	k	k	PROPN
fumecheng-13292	72	30	k	k	PROPN
fumecheng-13292	72	31	k	k	PROPN
fumecheng-13292	72	32	u	u	X
fumecheng-13292	72	33	u	u	X
fumecheng-13292	72	34	u	u	NOUN
fumecheng-13292	72	35	+	+	VERB
fumecheng-13292	72	36	−	−	PROPN
fumecheng-13292	72	37			PROPN
fumecheng-13292	72	38	are	be	AUX
fumecheng-13292	72	39	not	not	PART
fumecheng-13292	72	40	satisfied	satisfied	ADJ
fumecheng-13292	72	41	,	,	PUNCT
fumecheng-13292	72	42	return	return	VERB
fumecheng-13292	72	43	to	to	ADP
fumecheng-13292	72	44	the	the	DET
fumecheng-13292	72	45	second	second	ADJ
fumecheng-13292	72	46	step	step	NOUN
fumecheng-13292	72	47	.	.	PUNCT
fumecheng-13292	73	1	otherwise	otherwise	ADV
fumecheng-13292	73	2	,	,	PUNCT
fumecheng-13292	73	3	the	the	DET
fumecheng-13292	73	4	iteration	iteration	NOUN
fumecheng-13292	73	5	is	be	AUX
fumecheng-13292	73	6	completed	complete	VERB
fumecheng-13292	73	7	.	.	PUNCT
fumecheng-13292	74	1	2.2	2.2	NUM
fumecheng-13292	74	2	.	.	PUNCT
fumecheng-13292	74	3	extraction	extraction	NOUN
fumecheng-13292	74	4	of	of	ADP
fumecheng-13292	74	5	feature	feature	NOUN
fumecheng-13292	74	6	:	:	PUNCT
fumecheng-13292	74	7	energy	energy	NOUN
fumecheng-13292	74	8	entropy	entropy	PROPN
fumecheng-13292	74	9	yu	yu	PROPN
fumecheng-13292	75	1	[	[	X
fumecheng-13292	75	2	23	23	NUM
fumecheng-13292	75	3	]	]	PUNCT
fumecheng-13292	75	4	proposed	propose	VERB
fumecheng-13292	75	5	the	the	DET
fumecheng-13292	75	6	theory	theory	NOUN
fumecheng-13292	75	7	of	of	ADP
fumecheng-13292	75	8	energy	energy	NOUN
fumecheng-13292	75	9	entropy	entropy	NOUN
fumecheng-13292	75	10	,	,	PUNCT
fumecheng-13292	75	11	and	and	CCONJ
fumecheng-13292	75	12	evaluated	evaluate	VERB
fumecheng-13292	75	13	the	the	DET
fumecheng-13292	75	14	fault	fault	NOUN
fumecheng-13292	75	15	information	information	NOUN
fumecheng-13292	75	16	of	of	ADP
fumecheng-13292	75	17	rolling	rolling	ADJ
fumecheng-13292	75	18	bearings	bearing	NOUN
fumecheng-13292	75	19	based	base	VERB
fumecheng-13292	75	20	on	on	ADP
fumecheng-13292	75	21	the	the	DET
fumecheng-13292	75	22	difference	difference	NOUN
fumecheng-13292	75	23	in	in	ADP
fumecheng-13292	75	24	energy	energy	NOUN
fumecheng-13292	75	25	by	by	ADP
fumecheng-13292	75	26	different	different	ADJ
fumecheng-13292	75	27	frequency	frequency	NOUN
fumecheng-13292	75	28	bands	band	NOUN
fumecheng-13292	75	29	.	.	PUNCT
fumecheng-13292	76	1	the	the	DET
fumecheng-13292	76	2	energy	energy	NOUN
fumecheng-13292	76	3	for	for	ADP
fumecheng-13292	76	4	any	any	DET
fumecheng-13292	76	5	part	part	NOUN
fumecheng-13292	76	6	of	of	ADP
fumecheng-13292	76	7	the	the	DET
fumecheng-13292	76	8	waveform	waveform	NOUN
fumecheng-13292	76	9	is	be	AUX
fumecheng-13292	76	10	defined	define	VERB
fumecheng-13292	76	11	as	as	ADP
fumecheng-13292	76	12	:	:	SYM
fumecheng-13292	76	13	2	2	NUM
fumecheng-13292	76	14	2	2	NUM
fumecheng-13292	76	15	1	1	NUM
fumecheng-13292	76	16	)	)	PUNCT
fumecheng-13292	77	1	d	d	NOUN
fumecheng-13292	77	2	(	(	PUNCT
fumecheng-13292	77	3	g	g	NOUN
fumecheng-13292	77	4	i	i	PRON
fumecheng-13292	78	1	i	i	PROPN
fumecheng-13292	78	2	ik	ik	PROPN
fumecheng-13292	78	3	k	k	PROPN
fumecheng-13292	78	4	e	e	PROPN
fumecheng-13292	78	5	c	c	PROPN
fumecheng-13292	78	6	t	t	PROPN
fumecheng-13292	78	7	t	t	X
fumecheng-13292	78	8	x	x	PUNCT
fumecheng-13292	79	1	+	+	PUNCT
fumecheng-13292	79	2			VERB
fumecheng-13292	79	3	−	−	NOUN
fumecheng-13292	79	4	=	=	PUNCT
fumecheng-13292	79	5	=	=	PUNCT
fumecheng-13292	80	1	=	=	NUM
fumecheng-13292	80	2			X
fumecheng-13292	80	3	(	(	PUNCT
fumecheng-13292	80	4	6	6	NUM
fumecheng-13292	80	5	)	)	PUNCT
fumecheng-13292	80	6	where	where	SCONJ
fumecheng-13292	80	7	,	,	PUNCT
fumecheng-13292	80	8	g	g	PROPN
fumecheng-13292	80	9	is	be	AUX
fumecheng-13292	80	10	the	the	DET
fumecheng-13292	80	11	number	number	NOUN
fumecheng-13292	80	12	of	of	ADP
fumecheng-13292	80	13	sample	sample	NOUN
fumecheng-13292	80	14	points	point	NOUN
fumecheng-13292	80	15	of	of	ADP
fumecheng-13292	80	16	the	the	DET
fumecheng-13292	80	17	ith	ith	PROPN
fumecheng-13292	80	18	imf	imf	PROPN
fumecheng-13292	80	19	,	,	PUNCT
fumecheng-13292	80	20	and	and	CCONJ
fumecheng-13292	80	21	xik	xik	PROPN
fumecheng-13292	80	22	is	be	AUX
fumecheng-13292	80	23	the	the	DET
fumecheng-13292	80	24	amplitude	amplitude	NOUN
fumecheng-13292	80	25	.	.	PUNCT
fumecheng-13292	81	1	a	a	DET
fumecheng-13292	81	2	rolling	rolling	ADJ
fumecheng-13292	81	3	bearing	bear	VERB
fumecheng-13292	81	4	fault	fault	NOUN
fumecheng-13292	81	5	diagnosis	diagnosis	NOUN
fumecheng-13292	81	6	method	method	NOUN
fumecheng-13292	81	7	based	base	VERB
fumecheng-13292	81	8	on	on	ADP
fumecheng-13292	81	9	extreme	extreme	ADJ
fumecheng-13292	81	10	learning	learning	NOUN
fumecheng-13292	81	11	machine	machine	NOUN
fumecheng-13292	81	12	...	...	PUNCT
fumecheng-13292	81	13	885	885	NUM
fumecheng-13292	81	14	the	the	DET
fumecheng-13292	81	15	original	original	ADJ
fumecheng-13292	81	16	vibration	vibration	NOUN
fumecheng-13292	81	17	signal	signal	NOUN
fumecheng-13292	81	18	is	be	AUX
fumecheng-13292	81	19	decomposed	decompose	VERB
fumecheng-13292	81	20	into	into	ADP
fumecheng-13292	81	21	n	n	PROPN
fumecheng-13292	81	22	imf	imf	PROPN
fumecheng-13292	81	23	vibration	vibration	NOUN
fumecheng-13292	81	24	components	component	NOUN
fumecheng-13292	81	25	,	,	PUNCT
fumecheng-13292	81	26	and	and	CCONJ
fumecheng-13292	81	27	the	the	DET
fumecheng-13292	81	28	energy	energy	NOUN
fumecheng-13292	81	29	of	of	ADP
fumecheng-13292	81	30	each	each	DET
fumecheng-13292	81	31	imf	imf	PROPN
fumecheng-13292	81	32	component	component	NOUN
fumecheng-13292	81	33	is	be	AUX
fumecheng-13292	81	34	ei	ei	NOUN
fumecheng-13292	81	35	.	.	PUNCT
fumecheng-13292	82	1	the	the	DET
fumecheng-13292	82	2	energy	energy	NOUN
fumecheng-13292	82	3	of	of	ADP
fumecheng-13292	82	4	the	the	DET
fumecheng-13292	82	5	original	original	ADJ
fumecheng-13292	82	6	vibration	vibration	NOUN
fumecheng-13292	82	7	wave	wave	NOUN
fumecheng-13292	82	8	is	be	AUX
fumecheng-13292	82	9	total	total	ADJ
fumecheng-13292	83	1	1	1	NUM
fumecheng-13292	83	2	n	n	NOUN
fumecheng-13292	84	1	i	i	PRON
fumecheng-13292	85	1	i	i	NOUN
fumecheng-13292	85	2	e	e	NOUN
fumecheng-13292	85	3	e	e	NOUN
fumecheng-13292	85	4	=	=	PUNCT
fumecheng-13292	85	5	=	=	NOUN
fumecheng-13292	85	6			X
fumecheng-13292	85	7	.	.	PUNCT
fumecheng-13292	86	1	introducing	introduce	VERB
fumecheng-13292	86	2	pi	pi	NOUN
fumecheng-13292	86	3	as	as	ADP
fumecheng-13292	86	4	the	the	DET
fumecheng-13292	86	5	fraction	fraction	NOUN
fumecheng-13292	86	6	of	of	ADP
fumecheng-13292	86	7	total	total	ADJ
fumecheng-13292	86	8	signal	signal	ADJ
fumecheng-13292	86	9	energy	energy	NOUN
fumecheng-13292	86	10	in	in	ADP
fumecheng-13292	86	11	the	the	DET
fumecheng-13292	86	12	i	i	PROPN
fumecheng-13292	86	13	-	-	PUNCT
fumecheng-13292	86	14	th	th	X
fumecheng-13292	86	15	imf	imf	PROPN
fumecheng-13292	86	16	part	part	NOUN
fumecheng-13292	86	17	:	:	PUNCT
fumecheng-13292	86	18	/i	/i	PUNCT
fumecheng-13292	87	1	i	i	PRON
fumecheng-13292	87	2	totalp	totalp	PROPN
fumecheng-13292	87	3	e	e	PROPN
fumecheng-13292	87	4	e=	e=	X
fumecheng-13292	87	5	(	(	PUNCT
fumecheng-13292	87	6	7	7	X
fumecheng-13292	87	7	)	)	PUNCT
fumecheng-13292	87	8	the	the	DET
fumecheng-13292	87	9	corresponding	correspond	VERB
fumecheng-13292	87	10	energy	energy	NOUN
fumecheng-13292	87	11	entropy	entropy	NOUN
fumecheng-13292	87	12	equation	equation	NOUN
fumecheng-13292	87	13	is	be	AUX
fumecheng-13292	87	14	given	give	VERB
fumecheng-13292	87	15	as	as	ADP
fumecheng-13292	87	16	:	:	PUNCT
fumecheng-13292	87	17	1	1	NUM
fumecheng-13292	87	18	(	(	PUNCT
fumecheng-13292	87	19	log	log	NOUN
fumecheng-13292	87	20	)	)	PUNCT
fumecheng-13292	87	21	n	n	CCONJ
fumecheng-13292	88	1	en	en	INTJ
fumecheng-13292	89	1	i	i	INTJ
fumecheng-13292	90	1	i	i	PRON
fumecheng-13292	91	1	i	i	PRON
fumecheng-13292	91	2	h	h	VERB
fumecheng-13292	92	1	p	p	X
fumecheng-13292	92	2	p	p	X
fumecheng-13292	92	3	=	=	PUNCT
fumecheng-13292	92	4	=	=	X
fumecheng-13292	92	5	−	−	NOUN
fumecheng-13292	92	6	(	(	PUNCT
fumecheng-13292	92	7	8)	8)	NUM
fumecheng-13292	92	8	3	3	NUM
fumecheng-13292	92	9	.	.	PUNCT
fumecheng-13292	93	1	iwoa	iwoa	VERB
fumecheng-13292	93	2	-	-	PUNCT
fumecheng-13292	93	3	elm	elm	NOUN
fumecheng-13292	93	4	model	model	NOUN
fumecheng-13292	93	5	3.1	3.1	NUM
fumecheng-13292	93	6	.	.	PUNCT
fumecheng-13292	94	1	elm	elm	NOUN
fumecheng-13292	94	2	theory	theory	NOUN
fumecheng-13292	94	3	elm	elm	NOUN
fumecheng-13292	94	4	is	be	AUX
fumecheng-13292	94	5	used	use	VERB
fumecheng-13292	94	6	to	to	PART
fumecheng-13292	94	7	train	train	VERB
fumecheng-13292	94	8	single	single	ADJ
fumecheng-13292	94	9	hidden	hide	VERB
fumecheng-13292	94	10	layer	layer	NOUN
fumecheng-13292	94	11	feedforward	feedforward	NOUN
fumecheng-13292	94	12	neural	neural	ADJ
fumecheng-13292	94	13	networks	network	NOUN
fumecheng-13292	94	14	(	(	PUNCT
fumecheng-13292	94	15	slfn	slfn	NOUN
fumecheng-13292	94	16	)	)	PUNCT
fumecheng-13292	94	17	.	.	PUNCT
fumecheng-13292	95	1	fig	fig	NOUN
fumecheng-13292	95	2	.	.	PUNCT
fumecheng-13292	96	1	2	2	NUM
fumecheng-13292	96	2	illustrates	illustrate	VERB
fumecheng-13292	96	3	the	the	DET
fumecheng-13292	96	4	network	network	NOUN
fumecheng-13292	96	5	structure	structure	NOUN
fumecheng-13292	96	6	of	of	ADP
fumecheng-13292	96	7	elm	elm	PROPN
fumecheng-13292	96	8	.	.	PUNCT
fumecheng-13292	97	1	fig	fig	NOUN
fumecheng-13292	97	2	.	.	PUNCT
fumecheng-13292	98	1	2	2	NUM
fumecheng-13292	99	1	the	the	DET
fumecheng-13292	99	2	network	network	NOUN
fumecheng-13292	99	3	structure	structure	NOUN
fumecheng-13292	99	4	of	of	ADP
fumecheng-13292	99	5	elm	elm	NOUN
fumecheng-13292	99	6	assuming	assume	VERB
fumecheng-13292	99	7	there	there	PRON
fumecheng-13292	99	8	are	be	VERB
fumecheng-13292	99	9	f	f	X
fumecheng-13292	99	10	random	random	ADJ
fumecheng-13292	99	11	samples	sample	NOUN
fumecheng-13292	99	12	(	(	PUNCT
fumecheng-13292	99	13	xi	xi	X
fumecheng-13292	99	14	,	,	PUNCT
fumecheng-13292	99	15	ti	ti	NOUN
fumecheng-13292	99	16	)	)	PUNCT
fumecheng-13292	99	17	,	,	PUNCT
fumecheng-13292	99	18	i	i	PRON
fumecheng-13292	99	19	=	=	NOUN
fumecheng-13292	99	20	1	1	NUM
fumecheng-13292	99	21	,	,	PUNCT
fumecheng-13292	99	22	2	2	NUM
fumecheng-13292	99	23	,	,	PUNCT
fumecheng-13292	99	24	…	…	PUNCT
fumecheng-13292	99	25	,	,	PUNCT
fumecheng-13292	99	26	f	f	X
fumecheng-13292	99	27	,	,	PUNCT
fumecheng-13292	99	28	where	where	SCONJ
fumecheng-13292	99	29	xi	xi	ADP
fumecheng-13292	99	30	=	=	PUNCT
fumecheng-13292	100	1	[	[	X
fumecheng-13292	100	2	xi1,xi2,	xi1,xi2,	X
fumecheng-13292	100	3	…	…	PUNCT
fumecheng-13292	100	4	,xin]t	,xin]t	PUNCT
fumecheng-13292	100	5			PROPN
fumecheng-13292	100	6	rn	rn	PROPN
fumecheng-13292	100	7	and	and	CCONJ
fumecheng-13292	100	8	ti	ti	NOUN
fumecheng-13292	101	1	=	=	SYM
fumecheng-13292	102	1	[	[	X
fumecheng-13292	102	2	ti1,ti2,	ti1,ti2,	X
fumecheng-13292	102	3	…	…	PUNCT
fumecheng-13292	102	4	,tim]t	,tim]t	PUNCT
fumecheng-13292	102	5			PROPN
fumecheng-13292	102	6	rm	rm	PROPN
fumecheng-13292	102	7	.	.	PUNCT
fumecheng-13292	103	1	for	for	ADP
fumecheng-13292	103	2	a	a	DET
fumecheng-13292	103	3	slfn	slfn	NOUN
fumecheng-13292	103	4	with	with	ADP
fumecheng-13292	103	5	l	l	NOUN
fumecheng-13292	103	6	hidden	hide	VERB
fumecheng-13292	103	7	layer	layer	NOUN
fumecheng-13292	103	8	nodes	node	NOUN
fumecheng-13292	103	9	and	and	CCONJ
fumecheng-13292	103	10	an	an	DET
fumecheng-13292	103	11	activation	activation	NOUN
fumecheng-13292	103	12	function	function	NOUN
fumecheng-13292	103	13	g(x	g(x	NOUN
fumecheng-13292	103	14	)	)	PUNCT
fumecheng-13292	103	15	can	can	AUX
fumecheng-13292	103	16	be	be	AUX
fumecheng-13292	103	17	calculated	calculate	VERB
fumecheng-13292	103	18	:	:	PUNCT
fumecheng-13292	103	19	i	i	PRON
fumecheng-13292	104	1	i	i	PRON
fumecheng-13292	104	2	j	j	VERB
fumecheng-13292	105	1	i	i	PRON
fumecheng-13292	105	2	i	i	PRON
fumecheng-13292	106	1	i	i	PRON
fumecheng-13292	106	2	j	j	VERB
fumecheng-13292	107	1	i	i	PRON
fumecheng-13292	107	2	j	j	PROPN
fumecheng-13292	107	3	1	1	NUM
fumecheng-13292	107	4	1	1	NUM
fumecheng-13292	107	5	(	(	PUNCT
fumecheng-13292	107	6	)	)	PUNCT
fumecheng-13292	107	7	(	(	PUNCT
fumecheng-13292	107	8	,	,	PUNCT
fumecheng-13292	107	9	j	j	PROPN
fumecheng-13292	107	10	1,2	1,2	NUM
fumecheng-13292	107	11	)	)	PUNCT
fumecheng-13292	107	12	,	,	PUNCT
fumecheng-13292	107	13	,	,	PUNCT
fumecheng-13292	107	14	l	l	NOUN
fumecheng-13292	107	15	l	l	NOUN
fumecheng-13292	108	1	i	i	PRON
fumecheng-13292	108	2	i	i	PRON
fumecheng-13292	108	3	g	g	VERB
fumecheng-13292	108	4	x	x	X
fumecheng-13292	108	5	g	g	NOUN
fumecheng-13292	108	6	x	x	PROPN
fumecheng-13292	108	7	b	b	PROPN
fumecheng-13292	108	8	t	t	NOUN
fumecheng-13292	108	9	n	n	PRON
fumecheng-13292	108	10			PROPN
fumecheng-13292	108	11			X
fumecheng-13292	108	12	=	=	PUNCT
fumecheng-13292	109	1	=	=	PUNCT
fumecheng-13292	109	2	=	=	PROPN
fumecheng-13292	109	3	+	+	NUM
fumecheng-13292	109	4	=	=	SYM
fumecheng-13292	109	5	=	=	NOUN
fumecheng-13292	109	6			X
fumecheng-13292	109	7			X
fumecheng-13292	109	8			NOUN
fumecheng-13292	109	9	(	(	PUNCT
fumecheng-13292	109	10	9	9	NUM
fumecheng-13292	109	11	)	)	PUNCT
fumecheng-13292	109	12	where	where	SCONJ
fumecheng-13292	109	13	,	,	PUNCT
fumecheng-13292	109	14	ωi	ωi	NOUN
fumecheng-13292	109	15	,	,	PUNCT
fumecheng-13292	109	16	bi	bi	NOUN
fumecheng-13292	109	17	,	,	PUNCT
fumecheng-13292	109	18	and	and	CCONJ
fumecheng-13292	109	19	βi	βi	PRON
fumecheng-13292	109	20	represent	represent	VERB
fumecheng-13292	109	21	the	the	DET
fumecheng-13292	109	22	input	input	NOUN
fumecheng-13292	109	23	weight	weight	NOUN
fumecheng-13292	109	24	,	,	PUNCT
fumecheng-13292	109	25	deviation	deviation	NOUN
fumecheng-13292	109	26	,	,	PUNCT
fumecheng-13292	109	27	and	and	CCONJ
fumecheng-13292	109	28	output	output	NOUN
fumecheng-13292	109	29	weight	weight	NOUN
fumecheng-13292	109	30	of	of	ADP
fumecheng-13292	109	31	the	the	DET
fumecheng-13292	109	32	ith	ith	PROPN
fumecheng-13292	109	33	node	node	NOUN
fumecheng-13292	109	34	in	in	ADP
fumecheng-13292	109	35	the	the	DET
fumecheng-13292	109	36	hidden	hide	VERB
fumecheng-13292	109	37	layer	layer	NOUN
fumecheng-13292	109	38	.	.	PUNCT
fumecheng-13292	110	1	we	we	PRON
fumecheng-13292	110	2	can	can	AUX
fumecheng-13292	110	3	use	use	VERB
fumecheng-13292	110	4	a	a	DET
fumecheng-13292	110	5	matrix	matrix	NOUN
fumecheng-13292	110	6	to	to	PART
fumecheng-13292	110	7	represent	represent	VERB
fumecheng-13292	110	8	it	it	PRON
fumecheng-13292	110	9	:	:	PUNCT
fumecheng-13292	110	10	𝐻𝛽	𝐻𝛽	PROPN
fumecheng-13292	110	11	=	=	SYM
fumecheng-13292	110	12	𝑇	𝑇	PROPN
fumecheng-13292	110	13	,	,	PUNCT
fumecheng-13292	110	14	where	where	SCONJ
fumecheng-13292	110	15	h	h	NOUN
fumecheng-13292	110	16	is	be	AUX
fumecheng-13292	110	17	the	the	DET
fumecheng-13292	110	18	output	output	NOUN
fumecheng-13292	110	19	of	of	ADP
fumecheng-13292	110	20	the	the	DET
fumecheng-13292	110	21	hidden	hide	VERB
fumecheng-13292	110	22	layer	layer	NOUN
fumecheng-13292	110	23	node	node	NOUN
fumecheng-13292	110	24	,	,	PUNCT
fumecheng-13292	110	25	β	β	X
fumecheng-13292	110	26	is	be	AUX
fumecheng-13292	110	27	the	the	DET
fumecheng-13292	110	28	output	output	NOUN
fumecheng-13292	110	29	weight	weight	NOUN
fumecheng-13292	110	30	,	,	PUNCT
fumecheng-13292	110	31	and	and	CCONJ
fumecheng-13292	110	32	t	t	PROPN
fumecheng-13292	110	33	is	be	AUX
fumecheng-13292	110	34	the	the	DET
fumecheng-13292	110	35	output	output	NOUN
fumecheng-13292	110	36	matrix	matrix	NOUN
fumecheng-13292	110	37	.	.	PUNCT
fumecheng-13292	111	1	886	886	NUM
fumecheng-13292	111	2	x.	x.	NOUN
fumecheng-13292	111	3	li	li	PROPN
fumecheng-13292	111	4	,	,	PUNCT
fumecheng-13292	111	5	s.	s.	PROPN
fumecheng-13292	111	6	guo	guo	PROPN
fumecheng-13292	111	7	,	,	PUNCT
fumecheng-13292	111	8	d.	d.	PROPN
fumecheng-13292	111	9	sun	sun	PROPN
fumecheng-13292	111	10	,	,	PUNCT
fumecheng-13292	111	11	l.	l.	PROPN
fumecheng-13292	111	12	cao	cao	PROPN
fumecheng-13292	111	13	,	,	PUNCT
fumecheng-13292	111	14	c.	c.	PROPN
fumecheng-13292	111	15	li	li	PROPN
fumecheng-13292	111	16	,	,	PUNCT
fumecheng-13292	111	17	s.	s.	PROPN
fumecheng-13292	111	18	tian	tian	PROPN
fumecheng-13292	111	19	,	,	PUNCT
fumecheng-13292	111	20	p.	p.	PROPN
fumecheng-13292	111	21	liu	liu	PROPN
fumecheng-13292	111	22	,	,	PUNCT
fumecheng-13292	111	23	y.	y.	PROPN
fumecheng-13292	111	24	qi	qi	PROPN
fumecheng-13292	111	25	1	1	NUM
fumecheng-13292	111	26	1	1	NUM
fumecheng-13292	111	27	1	1	NUM
fumecheng-13292	111	28	1	1	NUM
fumecheng-13292	111	29	1	1	NUM
fumecheng-13292	111	30	1	1	NUM
fumecheng-13292	111	31	1	1	NUM
fumecheng-13292	111	32	1	1	NUM
fumecheng-13292	111	33	1	1	NUM
fumecheng-13292	111	34	(	(	PUNCT
fumecheng-13292	111	35	)	)	PUNCT
fumecheng-13292	111	36	(	(	PUNCT
fumecheng-13292	111	37	)	)	PUNCT
fumecheng-13292	111	38	h	h	NOUN
fumecheng-13292	111	39	(	(	PUNCT
fumecheng-13292	111	40	,	,	PUNCT
fumecheng-13292	111	41	,	,	PUNCT
fumecheng-13292	111	42	,	,	PUNCT
fumecheng-13292	111	43	,	,	PUNCT
fumecheng-13292	111	44	,	,	PUNCT
fumecheng-13292	111	45	,	,	PUNCT
fumecheng-13292	111	46	,	,	PUNCT
fumecheng-13292	111	47	,	,	PUNCT
fumecheng-13292	111	48	)	)	PUNCT
fumecheng-13292	111	49	(	(	PUNCT
fumecheng-13292	111	50	)	)	PUNCT
fumecheng-13292	111	51	(	(	PUNCT
fumecheng-13292	111	52	)	)	PUNCT
fumecheng-13292	111	53	l	l	NOUN
fumecheng-13292	111	54	l	l	NOUN
fumecheng-13292	111	55	l	l	NOUN
fumecheng-13292	111	56	l	l	X
fumecheng-13292	111	57	l	l	NOUN
fumecheng-13292	111	58	n	n	CCONJ
fumecheng-13292	111	59	l	l	NOUN
fumecheng-13292	111	60	n	n	ADP
fumecheng-13292	111	61	l	l	NOUN
fumecheng-13292	111	62	n	n	ADP
fumecheng-13292	111	63	l	l	NOUN
fumecheng-13292	111	64	g	g	NOUN
fumecheng-13292	111	65	x	x	SYM
fumecheng-13292	111	66	b	b	PROPN
fumecheng-13292	111	67	g	g	PROPN
fumecheng-13292	111	68	x	x	PROPN
fumecheng-13292	111	69	b	b	PROPN
fumecheng-13292	111	70	b	b	PROPN
fumecheng-13292	111	71	b	b	X
fumecheng-13292	111	72	x	x	NOUN
fumecheng-13292	111	73	x	x	SYM
fumecheng-13292	111	74	g	g	NOUN
fumecheng-13292	111	75	x	x	PROPN
fumecheng-13292	111	76	b	b	PROPN
fumecheng-13292	111	77	g	g	PROPN
fumecheng-13292	111	78	x	x	SYM
fumecheng-13292	111	79	b	b	PROPN
fumecheng-13292	111	80			X
fumecheng-13292	111	81			X
fumecheng-13292	111	82			X
fumecheng-13292	111	83			X
fumecheng-13292	111	84			X
fumecheng-13292	111	85			X
fumecheng-13292	111	86			NOUN
fumecheng-13292	111	87	+	+	CCONJ
fumecheng-13292	111	88			NOUN
fumecheng-13292	112	1			ADJ
fumecheng-13292	112	2	+	+	SYM
fumecheng-13292	112	3			PROPN
fumecheng-13292	112	4			ADJ
fumecheng-13292	112	5			NOUN
fumecheng-13292	112	6			NOUN
fumecheng-13292	112	7	=	=	SYM
fumecheng-13292	112	8			NOUN
fumecheng-13292	112	9			NOUN
fumecheng-13292	112	10	+	+	PART
fumecheng-13292	112	11			VERB
fumecheng-13292	112	12	+	+	PROPN
fumecheng-13292	112	13			PROPN
fumecheng-13292	112	14			PROPN
fumecheng-13292	112	15			PROPN
fumecheng-13292	112	16			NOUN
fumecheng-13292	112	17			ADJ
fumecheng-13292	112	18			NOUN
fumecheng-13292	112	19	(	(	PUNCT
fumecheng-13292	112	20	10	10	NUM
fumecheng-13292	112	21	)	)	PUNCT
fumecheng-13292	112	22	tt	tt	PROPN
fumecheng-13292	112	23	11	11	NUM
fumecheng-13292	112	24	tt	tt	PROPN
fumecheng-13292	112	25	22	22	NUM
fumecheng-13292	112	26	tt	tt	PROPN
fumecheng-13292	112	27	,	,	PUNCT
fumecheng-13292	112	28	t	t	PROPN
fumecheng-13292	112	29	nl	nl	PROPN
fumecheng-13292	112	30	n	n	PROPN
fumecheng-13292	112	31	m	m	PROPN
fumecheng-13292	112	32	t	t	NOUN
fumecheng-13292	112	33	t	t	PROPN
fumecheng-13292	112	34	t	t	PROPN
fumecheng-13292	113	1			PROPN
fumecheng-13292	113	2			PROPN
fumecheng-13292	113	3			PROPN
fumecheng-13292	113	4			PROPN
fumecheng-13292	113	5			PROPN
fumecheng-13292	113	6			PROPN
fumecheng-13292	113	7			PROPN
fumecheng-13292	113	8			NOUN
fumecheng-13292	113	9			NOUN
fumecheng-13292	113	10			PROPN
fumecheng-13292	113	11			PROPN
fumecheng-13292	113	12			NOUN
fumecheng-13292	113	13			NOUN
fumecheng-13292	113	14	=	=	NUM
fumecheng-13292	113	15	=	=	SYM
fumecheng-13292	113	16			NOUN
fumecheng-13292	113	17			PROPN
fumecheng-13292	113	18			PROPN
fumecheng-13292	113	19			NOUN
fumecheng-13292	113	20			PROPN
fumecheng-13292	113	21			PROPN
fumecheng-13292	113	22			NOUN
fumecheng-13292	113	23			PROPN
fumecheng-13292	113	24			NOUN
fumecheng-13292	113	25			PROPN
fumecheng-13292	113	26			PROPN
fumecheng-13292	113	27			VERB
fumecheng-13292	113	28			PROPN
fumecheng-13292	113	29			NOUN
fumecheng-13292	113	30	(	(	PUNCT
fumecheng-13292	113	31	11	11	NUM
fumecheng-13292	113	32	)	)	PUNCT
fumecheng-13292	113	33	thus	thus	ADV
fumecheng-13292	113	34	,	,	PUNCT
fumecheng-13292	113	35	the	the	DET
fumecheng-13292	113	36	output	output	NOUN
fumecheng-13292	113	37	weight	weight	NOUN
fumecheng-13292	113	38	is	be	AUX
fumecheng-13292	113	39	:	:	PUNCT
fumecheng-13292	113	40	h	h	NOUN
fumecheng-13292	114	1	t	t	INTJ
fumecheng-13292	115	1	+	+	NOUN
fumecheng-13292	115	2	=	=	X
fumecheng-13292	115	3	(	(	PUNCT
fumecheng-13292	115	4	12	12	NUM
fumecheng-13292	115	5	)	)	PUNCT
fumecheng-13292	115	6	where	where	SCONJ
fumecheng-13292	115	7	,	,	PUNCT
fumecheng-13292	115	8	h+	h+	X
fumecheng-13292	115	9	is	be	AUX
fumecheng-13292	115	10	the	the	DET
fumecheng-13292	115	11	moore	moore	PROPN
fumecheng-13292	115	12	-	-	PUNCT
fumecheng-13292	115	13	penrose	penrose	NOUN
fumecheng-13292	115	14	generalized	generalize	VERB
fumecheng-13292	115	15	inverse	inverse	NOUN
fumecheng-13292	115	16	of	of	ADP
fumecheng-13292	115	17	h.	h.	PROPN
fumecheng-13292	115	18	3.2.woa	3.2.woa	NUM
fumecheng-13292	115	19	theory	theory	NOUN
fumecheng-13292	115	20	in	in	ADP
fumecheng-13292	115	21	woa	woa	PROPN
fumecheng-13292	115	22	algorithm	algorithm	PROPN
fumecheng-13292	115	23	,	,	PUNCT
fumecheng-13292	115	24	each	each	DET
fumecheng-13292	115	25	whale	whale	NOUN
fumecheng-13292	115	26	represents	represent	VERB
fumecheng-13292	115	27	a	a	DET
fumecheng-13292	115	28	set	set	NOUN
fumecheng-13292	115	29	of	of	ADP
fumecheng-13292	115	30	solutions	solution	NOUN
fumecheng-13292	115	31	and	and	CCONJ
fumecheng-13292	115	32	can	can	AUX
fumecheng-13292	115	33	be	be	AUX
fumecheng-13292	115	34	optimized	optimize	VERB
fumecheng-13292	115	35	by	by	ADP
fumecheng-13292	115	36	its	its	PRON
fumecheng-13292	115	37	location	location	NOUN
fumecheng-13292	115	38	and	and	CCONJ
fumecheng-13292	115	39	speed	speed	NOUN
fumecheng-13292	115	40	.	.	PUNCT
fumecheng-13292	116	1	when	when	SCONJ
fumecheng-13292	116	2	a	a	DET
fumecheng-13292	116	3	whale	whale	NOUN
fumecheng-13292	116	4	detects	detect	VERB
fumecheng-13292	116	5	its	its	PRON
fumecheng-13292	116	6	prey	prey	NOUN
fumecheng-13292	116	7	,	,	PUNCT
fumecheng-13292	116	8	it	it	PRON
fumecheng-13292	116	9	performs	perform	VERB
fumecheng-13292	116	10	a	a	DET
fumecheng-13292	116	11	spiral	spiral	ADJ
fumecheng-13292	116	12	motion	motion	NOUN
fumecheng-13292	116	13	around	around	ADP
fumecheng-13292	116	14	it	it	PRON
fumecheng-13292	116	15	and	and	CCONJ
fumecheng-13292	116	16	releases	release	VERB
fumecheng-13292	116	17	a	a	DET
fumecheng-13292	116	18	bubble	bubble	NOUN
fumecheng-13292	116	19	net	net	NOUN
fumecheng-13292	116	20	to	to	PART
fumecheng-13292	116	21	trap	trap	VERB
fumecheng-13292	116	22	the	the	DET
fumecheng-13292	116	23	prey	prey	NOUN
fumecheng-13292	116	24	.	.	PUNCT
fumecheng-13292	117	1	the	the	DET
fumecheng-13292	117	2	whale	whale	NOUN
fumecheng-13292	117	3	individuals	individual	NOUN
fumecheng-13292	117	4	can	can	AUX
fumecheng-13292	117	5	interact	interact	VERB
fumecheng-13292	117	6	with	with	ADP
fumecheng-13292	117	7	each	each	DET
fumecheng-13292	117	8	other	other	ADJ
fumecheng-13292	117	9	in	in	ADP
fumecheng-13292	117	10	various	various	ADJ
fumecheng-13292	117	11	ways	way	NOUN
fumecheng-13292	117	12	,	,	PUNCT
fumecheng-13292	117	13	including	include	VERB
fumecheng-13292	117	14	"	"	PUNCT
fumecheng-13292	117	15	encircling	encircle	VERB
fumecheng-13292	117	16	prey	prey	NOUN
fumecheng-13292	117	17	,	,	PUNCT
fumecheng-13292	117	18	"	"	PUNCT
fumecheng-13292	117	19	"	"	PUNCT
fumecheng-13292	117	20	bubble	bubble	NOUN
fumecheng-13292	117	21	net	net	ADJ
fumecheng-13292	117	22	attack	attack	NOUN
fumecheng-13292	117	23	,	,	PUNCT
fumecheng-13292	117	24	"	"	PUNCT
fumecheng-13292	117	25	and	and	CCONJ
fumecheng-13292	117	26	"	"	PUNCT
fumecheng-13292	117	27	search	search	NOUN
fumecheng-13292	117	28	for	for	ADP
fumecheng-13292	117	29	prey	prey	NOUN
fumecheng-13292	117	30	,	,	PUNCT
fumecheng-13292	117	31	"	"	PUNCT
fumecheng-13292	117	32	which	which	PRON
fumecheng-13292	117	33	are	be	AUX
fumecheng-13292	117	34	described	describe	VERB
fumecheng-13292	117	35	as	as	ADP
fumecheng-13292	117	36	follows	follow	VERB
fumecheng-13292	117	37	:	:	PUNCT
fumecheng-13292	117	38	3.2.1	3.2.1	X
fumecheng-13292	117	39	.	.	PUNCT
fumecheng-13292	117	40	encircling	encircle	VERB
fumecheng-13292	117	41	prey	prey	NOUN
fumecheng-13292	117	42	during	during	ADP
fumecheng-13292	117	43	hunting	hunting	NOUN
fumecheng-13292	117	44	,	,	PUNCT
fumecheng-13292	117	45	whales	whale	NOUN
fumecheng-13292	117	46	will	will	AUX
fumecheng-13292	117	47	continuously	continuously	ADV
fumecheng-13292	117	48	update	update	VERB
fumecheng-13292	117	49	their	their	PRON
fumecheng-13292	117	50	position	position	NOUN
fumecheng-13292	117	51	and	and	CCONJ
fumecheng-13292	117	52	swim	swim	VERB
fumecheng-13292	117	53	towards	towards	ADP
fumecheng-13292	117	54	their	their	PRON
fumecheng-13292	117	55	prey	prey	NOUN
fumecheng-13292	117	56	after	after	ADP
fumecheng-13292	117	57	determining	determine	VERB
fumecheng-13292	117	58	its	its	PRON
fumecheng-13292	117	59	location	location	NOUN
fumecheng-13292	117	60	.	.	PUNCT
fumecheng-13292	118	1	in	in	ADP
fumecheng-13292	118	2	the	the	DET
fumecheng-13292	118	3	solution	solution	NOUN
fumecheng-13292	118	4	space	space	NOUN
fumecheng-13292	118	5	of	of	ADP
fumecheng-13292	118	6	the	the	DET
fumecheng-13292	118	7	algorithm	algorithm	NOUN
fumecheng-13292	118	8	,	,	PUNCT
fumecheng-13292	118	9	assume	assume	VERB
fumecheng-13292	118	10	that	that	SCONJ
fumecheng-13292	118	11	the	the	DET
fumecheng-13292	118	12	position	position	NOUN
fumecheng-13292	118	13	of	of	ADP
fumecheng-13292	118	14	the	the	DET
fumecheng-13292	118	15	individual	individual	ADJ
fumecheng-13292	118	16	whale	whale	NOUN
fumecheng-13292	118	17	close	close	ADV
fumecheng-13292	118	18	to	to	ADP
fumecheng-13292	118	19	the	the	DET
fumecheng-13292	118	20	prey	prey	NOUN
fumecheng-13292	118	21	is	be	AUX
fumecheng-13292	118	22	the	the	DET
fumecheng-13292	118	23	optimal	optimal	ADJ
fumecheng-13292	118	24	position	position	NOUN
fumecheng-13292	118	25	.	.	PUNCT
fumecheng-13292	119	1	other	other	ADJ
fumecheng-13292	119	2	individual	individual	ADJ
fumecheng-13292	119	3	whales	whale	NOUN
fumecheng-13292	119	4	follow	follow	VERB
fumecheng-13292	119	5	the	the	DET
fumecheng-13292	119	6	best	good	ADJ
fumecheng-13292	119	7	whale	whale	NOUN
fumecheng-13292	119	8	to	to	PART
fumecheng-13292	119	9	update	update	VERB
fumecheng-13292	119	10	their	their	PRON
fumecheng-13292	119	11	position	position	NOUN
fumecheng-13292	119	12	and	and	CCONJ
fumecheng-13292	119	13	gradually	gradually	ADV
fumecheng-13292	119	14	approach	approach	VERB
fumecheng-13292	119	15	their	their	PRON
fumecheng-13292	119	16	prey	prey	NOUN
fumecheng-13292	119	17	.	.	PUNCT
fumecheng-13292	120	1	the	the	DET
fumecheng-13292	120	2	above	above	ADJ
fumecheng-13292	120	3	behavior	behavior	NOUN
fumecheng-13292	120	4	is	be	AUX
fumecheng-13292	120	5	expressed	express	VERB
fumecheng-13292	120	6	as	as	ADP
fumecheng-13292	120	7	:	:	PUNCT
fumecheng-13292	120	8	*	*	PUNCT
fumecheng-13292	120	9	(	(	PUNCT
fumecheng-13292	120	10	1	1	NUM
fumecheng-13292	120	11	)	)	PUNCT
fumecheng-13292	120	12	(	(	PUNCT
fumecheng-13292	120	13	)	)	PUNCT
fumecheng-13292	120	14	x	x	SYM
fumecheng-13292	121	1	t	t	NOUN
fumecheng-13292	121	2	x	x	X
fumecheng-13292	121	3	t	t	PROPN
fumecheng-13292	121	4	a	a	DET
fumecheng-13292	121	5	d+	d+	PUNCT
fumecheng-13292	121	6	=	=	SYM
fumecheng-13292	121	7	−	−	PROPN
fumecheng-13292	121	8			PROPN
fumecheng-13292	121	9			PROPN
fumecheng-13292	121	10	(	(	PUNCT
fumecheng-13292	121	11	13	13	NUM
fumecheng-13292	121	12	)	)	PUNCT
fumecheng-13292	121	13	*	*	PUNCT
fumecheng-13292	121	14	(	(	PUNCT
fumecheng-13292	121	15	)	)	PUNCT
fumecheng-13292	121	16	(	(	PUNCT
fumecheng-13292	121	17	)	)	PUNCT
fumecheng-13292	121	18	d	d	X
fumecheng-13292	121	19	c	c	X
fumecheng-13292	121	20	tx	tx	PROPN
fumecheng-13292	121	21	x	x	SYM
fumecheng-13292	121	22	t=	t=	VERB
fumecheng-13292	121	23			PROPN
fumecheng-13292	121	24	−	−	PROPN
fumecheng-13292	121	25			PROPN
fumecheng-13292	121	26	(	(	PUNCT
fumecheng-13292	121	27	14	14	NUM
fumecheng-13292	121	28	)	)	PUNCT
fumecheng-13292	121	29	where	where	SCONJ
fumecheng-13292	121	30	,	,	PUNCT
fumecheng-13292	121	31	t	t	PROPN
fumecheng-13292	121	32	is	be	AUX
fumecheng-13292	121	33	the	the	DET
fumecheng-13292	121	34	current	current	ADJ
fumecheng-13292	121	35	iteration	iteration	NOUN
fumecheng-13292	121	36	number	number	NOUN
fumecheng-13292	121	37	,	,	PUNCT
fumecheng-13292	121	38	*	*	PUNCT
fumecheng-13292	121	39	x	x	SYM
fumecheng-13292	121	40			NOUN
fumecheng-13292	121	41	is	be	AUX
fumecheng-13292	121	42	best	good	ADJ
fumecheng-13292	121	43	position	position	NOUN
fumecheng-13292	121	44	,	,	PUNCT
fumecheng-13292	121	45	x	x	PUNCT
fumecheng-13292	121	46			NOUN
fumecheng-13292	121	47	is	be	AUX
fumecheng-13292	121	48	current	current	ADJ
fumecheng-13292	121	49	position	position	NOUN
fumecheng-13292	121	50	of	of	ADP
fumecheng-13292	121	51	an	an	DET
fumecheng-13292	121	52	individual	individual	ADJ
fumecheng-13292	121	53	whale	whale	NOUN
fumecheng-13292	121	54	,	,	PUNCT
fumecheng-13292	121	55	d	d	PROPN
fumecheng-13292	121	56	stands	stand	VERB
fumecheng-13292	121	57	for	for	ADP
fumecheng-13292	121	58	distance	distance	NOUN
fumecheng-13292	121	59	.	.	PUNCT
fumecheng-13292	122	1	a	a	DET
fumecheng-13292	122	2			NOUN
fumecheng-13292	122	3	and	and	CCONJ
fumecheng-13292	122	4	c	c	NOUN
fumecheng-13292	122	5			NOUN
fumecheng-13292	122	6	are	be	AUX
fumecheng-13292	122	7	coefficient	coefficient	NOUN
fumecheng-13292	122	8	vectors	vector	NOUN
fumecheng-13292	122	9	,	,	PUNCT
fumecheng-13292	122	10	which	which	PRON
fumecheng-13292	122	11	are	be	AUX
fumecheng-13292	122	12	calculated	calculate	VERB
fumecheng-13292	122	13	as	as	SCONJ
fumecheng-13292	122	14	follows	follow	VERB
fumecheng-13292	122	15	:	:	PUNCT
fumecheng-13292	122	16	12a	12a	NOUN
fumecheng-13292	122	17	r	r	NOUN
fumecheng-13292	122	18	=	=	ADJ
fumecheng-13292	122	19			PROPN
fumecheng-13292	122	20	−	−	NOUN
fumecheng-13292	122	21			ADJ
fumecheng-13292	122	22	(	(	PUNCT
fumecheng-13292	122	23	15	15	NUM
fumecheng-13292	122	24	)	)	PUNCT
fumecheng-13292	122	25	22c	22c	NOUN
fumecheng-13292	122	26	r=	r=	VERB
fumecheng-13292	122	27			PROPN
fumecheng-13292	122	28			PROPN
fumecheng-13292	122	29	(	(	PUNCT
fumecheng-13292	122	30	16	16	NUM
fumecheng-13292	122	31	)	)	PUNCT
fumecheng-13292	122	32	2	2	NUM
fumecheng-13292	122	33	2	2	NUM
fumecheng-13292	122	34	t	t	NOUN
fumecheng-13292	122	35	a	a	DET
fumecheng-13292	122	36	m	m	NOUN
fumecheng-13292	122	37	=	=	SYM
fumecheng-13292	122	38	−	−	PROPN
fumecheng-13292	122	39	(	(	PUNCT
fumecheng-13292	122	40	17	17	NUM
fumecheng-13292	122	41	)	)	PUNCT
fumecheng-13292	122	42	a	a	DET
fumecheng-13292	122	43	rolling	rolling	ADJ
fumecheng-13292	122	44	bearing	bear	VERB
fumecheng-13292	122	45	fault	fault	NOUN
fumecheng-13292	122	46	diagnosis	diagnosis	NOUN
fumecheng-13292	122	47	method	method	NOUN
fumecheng-13292	122	48	based	base	VERB
fumecheng-13292	122	49	on	on	ADP
fumecheng-13292	122	50	extreme	extreme	ADJ
fumecheng-13292	122	51	learning	learning	NOUN
fumecheng-13292	122	52	machine	machine	NOUN
fumecheng-13292	122	53	...	...	PUNCT
fumecheng-13292	122	54	887	887	NUM
fumecheng-13292	122	55	where	where	SCONJ
fumecheng-13292	122	56	,	,	PUNCT
fumecheng-13292	122	57	a	a	PRON
fumecheng-13292	122	58	is	be	AUX
fumecheng-13292	122	59	the	the	DET
fumecheng-13292	122	60	convergence	convergence	NOUN
fumecheng-13292	122	61	factor	factor	NOUN
fumecheng-13292	122	62	with	with	ADP
fumecheng-13292	122	63	its	its	PRON
fumecheng-13292	122	64	value	value	NOUN
fumecheng-13292	122	65	decreasing	decrease	VERB
fumecheng-13292	122	66	linearly	linearly	ADV
fumecheng-13292	122	67	from	from	ADP
fumecheng-13292	122	68	2	2	NUM
fumecheng-13292	122	69	to	to	ADP
fumecheng-13292	122	70	0	0	NUM
fumecheng-13292	122	71	during	during	ADP
fumecheng-13292	122	72	the	the	DET
fumecheng-13292	122	73	iteration	iteration	NOUN
fumecheng-13292	122	74	,	,	PUNCT
fumecheng-13292	122	75	m	m	VERB
fumecheng-13292	122	76	is	be	AUX
fumecheng-13292	122	77	the	the	DET
fumecheng-13292	122	78	maximum	maximum	ADJ
fumecheng-13292	122	79	number	number	NOUN
fumecheng-13292	122	80	of	of	ADP
fumecheng-13292	122	81	iterations	iteration	NOUN
fumecheng-13292	122	82	.	.	PUNCT
fumecheng-13292	123	1	1r	1r	NUM
fumecheng-13292	123	2			NOUN
fumecheng-13292	123	3	and	and	CCONJ
fumecheng-13292	123	4	2r	2r	NUM
fumecheng-13292	123	5			NOUN
fumecheng-13292	123	6	are	be	AUX
fumecheng-13292	123	7	both	both	PRON
fumecheng-13292	123	8	random	random	ADJ
fumecheng-13292	123	9	vectors	vector	NOUN
fumecheng-13292	123	10	in	in	ADP
fumecheng-13292	123	11	[	[	X
fumecheng-13292	123	12	0,1	0,1	NUM
fumecheng-13292	123	13	]	]	PUNCT
fumecheng-13292	123	14	.	.	PUNCT
fumecheng-13292	124	1	3.2.2	3.2.2	NUM
fumecheng-13292	124	2	.	.	PUNCT
fumecheng-13292	124	3	bubble	bubble	NOUN
fumecheng-13292	124	4	-	-	PUNCT
fumecheng-13292	124	5	net	net	NOUN
fumecheng-13292	124	6	attacking	attacking	NOUN
fumecheng-13292	124	7	method	method	NOUN
fumecheng-13292	124	8	(	(	PUNCT
fumecheng-13292	124	9	exploitation	exploitation	NOUN
fumecheng-13292	124	10	phase	phase	NOUN
fumecheng-13292	124	11	)	)	PUNCT
fumecheng-13292	124	12	at	at	ADP
fumecheng-13292	124	13	this	this	DET
fumecheng-13292	124	14	stage	stage	NOUN
fumecheng-13292	124	15	,	,	PUNCT
fumecheng-13292	124	16	the	the	DET
fumecheng-13292	124	17	shrinking	shrink	VERB
fumecheng-13292	124	18	encircling	encircle	VERB
fumecheng-13292	124	19	mechanism	mechanism	NOUN
fumecheng-13292	124	20	of	of	ADP
fumecheng-13292	124	21	the	the	DET
fumecheng-13292	124	22	woa	woa	NOUN
fumecheng-13292	124	23	algorithm	algorithm	NOUN
fumecheng-13292	124	24	is	be	AUX
fumecheng-13292	124	25	shown	show	VERB
fumecheng-13292	124	26	in	in	ADP
fumecheng-13292	124	27	equation	equation	NOUN
fumecheng-13292	124	28	(	(	PUNCT
fumecheng-13292	124	29	13	13	NUM
fumecheng-13292	124	30	)	)	PUNCT
fumecheng-13292	124	31	.	.	PUNCT
fumecheng-13292	125	1	in	in	ADP
fumecheng-13292	125	2	addition	addition	NOUN
fumecheng-13292	125	3	,	,	PUNCT
fumecheng-13292	125	4	after	after	ADP
fumecheng-13292	125	5	determining	determine	VERB
fumecheng-13292	125	6	the	the	DET
fumecheng-13292	125	7	position	position	NOUN
fumecheng-13292	125	8	of	of	ADP
fumecheng-13292	125	9	the	the	DET
fumecheng-13292	125	10	prey	prey	NOUN
fumecheng-13292	125	11	,	,	PUNCT
fumecheng-13292	125	12	the	the	DET
fumecheng-13292	125	13	humpback	humpback	NOUN
fumecheng-13292	125	14	whale	whale	NOUN
fumecheng-13292	125	15	will	will	AUX
fumecheng-13292	125	16	move	move	VERB
fumecheng-13292	125	17	along	along	ADP
fumecheng-13292	125	18	the	the	DET
fumecheng-13292	125	19	spiral	spiral	NOUN
fumecheng-13292	125	20	towards	towards	ADP
fumecheng-13292	125	21	the	the	DET
fumecheng-13292	125	22	prey	prey	NOUN
fumecheng-13292	125	23	and	and	CCONJ
fumecheng-13292	125	24	update	update	VERB
fumecheng-13292	125	25	its	its	PRON
fumecheng-13292	125	26	individual	individual	ADJ
fumecheng-13292	125	27	position	position	NOUN
fumecheng-13292	125	28	.	.	PUNCT
fumecheng-13292	126	1	the	the	DET
fumecheng-13292	126	2	mathematical	mathematical	ADJ
fumecheng-13292	126	3	model	model	NOUN
fumecheng-13292	126	4	is	be	AUX
fumecheng-13292	126	5	as	as	SCONJ
fumecheng-13292	126	6	follows	follow	VERB
fumecheng-13292	126	7	:	:	PUNCT
fumecheng-13292	126	8	'	'	PUNCT
fumecheng-13292	126	9	*	*	PUNCT
fumecheng-13292	126	10	(	(	PUNCT
fumecheng-13292	126	11	1	1	NUM
fumecheng-13292	126	12	cos(2	cos(2	NOUN
fumecheng-13292	126	13	)	)	PUNCT
fumecheng-13292	126	14	)	)	PUNCT
fumecheng-13292	127	1	(	(	PUNCT
fumecheng-13292	127	2	)	)	PUNCT
fumecheng-13292	127	3	blx	blx	PROPN
fumecheng-13292	127	4	e	e	NOUN
fumecheng-13292	127	5	lt	lt	PROPN
fumecheng-13292	127	6	d	d	NOUN
fumecheng-13292	127	7	x	x	SYM
fumecheng-13292	127	8	t+	t+	PROPN
fumecheng-13292	127	9	=	=	NOUN
fumecheng-13292	127	10	+	+	PRON
fumecheng-13292	127	11			PROPN
fumecheng-13292	127	12			ADJ
fumecheng-13292	127	13	(	(	PUNCT
fumecheng-13292	127	14	18	18	NUM
fumecheng-13292	127	15	)	)	PUNCT
fumecheng-13292	127	16	'	'	PUNCT
fumecheng-13292	127	17	*	*	PUNCT
fumecheng-13292	127	18	(	(	PUNCT
fumecheng-13292	127	19	)	)	PUNCT
fumecheng-13292	127	20	(	(	PUNCT
fumecheng-13292	127	21	)	)	PUNCT
fumecheng-13292	127	22	d	d	X
fumecheng-13292	127	23	x	x	SYM
fumecheng-13292	127	24	t	t	NOUN
fumecheng-13292	127	25	x	x	X
fumecheng-13292	127	26	t=	t=	PROPN
fumecheng-13292	127	27	−	−	PROPN
fumecheng-13292	127	28			PROPN
fumecheng-13292	127	29			PROPN
fumecheng-13292	127	30	(	(	PUNCT
fumecheng-13292	127	31	19	19	NUM
fumecheng-13292	127	32	)	)	PUNCT
fumecheng-13292	127	33	where	where	SCONJ
fumecheng-13292	127	34	,	,	PUNCT
fumecheng-13292	127	35	'	'	PUNCT
fumecheng-13292	127	36	d	d	X
fumecheng-13292	127	37			PROPN
fumecheng-13292	127	38	is	be	AUX
fumecheng-13292	127	39	the	the	DET
fumecheng-13292	127	40	distance	distance	NOUN
fumecheng-13292	127	41	between	between	ADP
fumecheng-13292	127	42	the	the	DET
fumecheng-13292	127	43	current	current	ADJ
fumecheng-13292	127	44	whale	whale	NOUN
fumecheng-13292	127	45	's	's	PART
fumecheng-13292	127	46	position	position	NOUN
fumecheng-13292	127	47	and	and	CCONJ
fumecheng-13292	127	48	the	the	DET
fumecheng-13292	127	49	best	good	ADJ
fumecheng-13292	127	50	whale	whale	NOUN
fumecheng-13292	127	51	's	's	PART
fumecheng-13292	127	52	position	position	NOUN
fumecheng-13292	127	53	,	,	PUNCT
fumecheng-13292	127	54	b	b	PROPN
fumecheng-13292	127	55	is	be	AUX
fumecheng-13292	127	56	a	a	DET
fumecheng-13292	127	57	logarithmic	logarithmic	ADJ
fumecheng-13292	127	58	spiral	spiral	ADJ
fumecheng-13292	127	59	shape	shape	NOUN
fumecheng-13292	127	60	constant	constant	ADJ
fumecheng-13292	127	61	,	,	PUNCT
fumecheng-13292	127	62	and	and	CCONJ
fumecheng-13292	127	63	l	l	NOUN
fumecheng-13292	127	64	is	be	AUX
fumecheng-13292	127	65	a	a	DET
fumecheng-13292	127	66	random	random	ADJ
fumecheng-13292	127	67	value	value	NOUN
fumecheng-13292	127	68	between	between	ADP
fumecheng-13292	127	69	[	[	X
fumecheng-13292	127	70	-1,1	-1,1	NOUN
fumecheng-13292	127	71	]	]	X
fumecheng-13292	127	72	.	.	PUNCT
fumecheng-13292	128	1	the	the	DET
fumecheng-13292	128	2	two	two	NUM
fumecheng-13292	128	3	hunting	hunt	VERB
fumecheng-13292	128	4	behaviors	behavior	NOUN
fumecheng-13292	128	5	of	of	ADP
fumecheng-13292	128	6	shrinking	shrink	VERB
fumecheng-13292	128	7	encircling	encircle	VERB
fumecheng-13292	128	8	and	and	CCONJ
fumecheng-13292	128	9	spiral	spiral	ADJ
fumecheng-13292	128	10	movement	movement	NOUN
fumecheng-13292	128	11	are	be	AUX
fumecheng-13292	128	12	performed	perform	VERB
fumecheng-13292	128	13	simultaneously	simultaneously	ADV
fumecheng-13292	128	14	.	.	PUNCT
fumecheng-13292	129	1	these	these	DET
fumecheng-13292	129	2	two	two	NUM
fumecheng-13292	129	3	actions	action	NOUN
fumecheng-13292	129	4	are	be	AUX
fumecheng-13292	129	5	selected	select	VERB
fumecheng-13292	129	6	by	by	ADP
fumecheng-13292	129	7	setting	set	VERB
fumecheng-13292	129	8	the	the	DET
fumecheng-13292	129	9	parameter	parameter	NOUN
fumecheng-13292	129	10	p	p	X
fumecheng-13292	129	11	,	,	PUNCT
fumecheng-13292	129	12	where	where	SCONJ
fumecheng-13292	129	13	p	p	NOUN
fumecheng-13292	129	14	is	be	AUX
fumecheng-13292	129	15	a	a	DET
fumecheng-13292	129	16	random	random	ADJ
fumecheng-13292	129	17	number	number	NOUN
fumecheng-13292	129	18	between	between	ADP
fumecheng-13292	129	19	[	[	X
fumecheng-13292	129	20	0,1	0,1	NUM
fumecheng-13292	129	21	]	]	PUNCT
fumecheng-13292	129	22	,	,	PUNCT
fumecheng-13292	129	23	and	and	CCONJ
fumecheng-13292	129	24	the	the	DET
fumecheng-13292	129	25	probability	probability	NOUN
fumecheng-13292	129	26	of	of	ADP
fumecheng-13292	129	27	p<0.5	p<0.5	NUM
fumecheng-13292	129	28	and	and	CCONJ
fumecheng-13292	129	29	p	p	NOUN
fumecheng-13292	129	30	≥	≥	NUM
fumecheng-13292	129	31	0.5	0.5	NUM
fumecheng-13292	129	32	is	be	AUX
fumecheng-13292	129	33	50	50	NUM
fumecheng-13292	129	34	%	%	NOUN
fumecheng-13292	129	35	.	.	PUNCT
fumecheng-13292	130	1	the	the	DET
fumecheng-13292	130	2	mathematical	mathematical	ADJ
fumecheng-13292	130	3	model	model	NOUN
fumecheng-13292	130	4	is	be	AUX
fumecheng-13292	130	5	as	as	SCONJ
fumecheng-13292	130	6	follows	follow	VERB
fumecheng-13292	130	7	:	:	PUNCT
fumecheng-13292	130	8	*	*	PUNCT
fumecheng-13292	130	9	'	'	PUNCT
fumecheng-13292	130	10	*	*	PUNCT
fumecheng-13292	130	11	     	     	SPACE
fumecheng-13292	130	12	0.5	0.5	NUM
fumecheng-13292	130	13	t	t	NOUN
fumecheng-13292	130	14	(	(	PUNCT
fumecheng-13292	130	15	1	1	NUM
fumecheng-13292	130	16	)	)	PUNCT
fumecheng-13292	130	17	(	(	PUNCT
fumecheng-13292	130	18	)	)	PUNCT
fumecheng-13292	130	19	cos(2	cos(2	NOUN
fumecheng-13292	130	20	)	)	PUNCT
fumecheng-13292	130	21	(	(	PUNCT
fumecheng-13292	130	22	)	)	PUNCT
fumecheng-13292	130	23	pbl	pbl	PROPN
fumecheng-13292	131	1	d	d	X
fumecheng-13292	131	2	p	p	X
fumecheng-13292	131	3	x	x	X
fumecheng-13292	131	4	e	e	NOUN
fumecheng-13292	131	5	t	t	PROPN
fumecheng-13292	132	1	d	d	X
fumecheng-13292	132	2	x	x	X
fumecheng-13292	132	3	t	t	NOUN
fumecheng-13292	132	4	x	x	PROPN
fumecheng-13292	132	5	l	l	NOUN
fumecheng-13292	132	6	x	x	X
fumecheng-13292	132	7			ADP
fumecheng-13292	132	8			PROPN
fumecheng-13292	133	1			PROPN
fumecheng-13292	133	2	+	+	PUNCT
fumecheng-13292	134	1	=	=	SYM
fumecheng-13292	135	1			NOUN
fumecheng-13292	136	1			NOUN
fumecheng-13292	136	2			VERB
fumecheng-13292	136	3			PROPN
fumecheng-13292	136	4			PROPN
fumecheng-13292	136	5	+	+	PROPN
fumecheng-13292	136	6			PROPN
fumecheng-13292	136	7	−	−	PROPN
fumecheng-13292	137	1			PROPN
fumecheng-13292	138	1			PROPN
fumecheng-13292	138	2			NOUN
fumecheng-13292	138	3			ADJ
fumecheng-13292	138	4			NOUN
fumecheng-13292	138	5			ADJ
fumecheng-13292	138	6			NOUN
fumecheng-13292	138	7	(	(	PUNCT
fumecheng-13292	138	8	20	20	NUM
fumecheng-13292	138	9	)	)	PUNCT
fumecheng-13292	138	10	3.2.3	3.2.3	NUM
fumecheng-13292	138	11	.	.	PUNCT
fumecheng-13292	139	1	search	search	NOUN
fumecheng-13292	139	2	for	for	ADP
fumecheng-13292	139	3	prey	prey	NOUN
fumecheng-13292	139	4	(	(	PUNCT
fumecheng-13292	139	5	exploration	exploration	NOUN
fumecheng-13292	139	6	phase	phase	NOUN
fumecheng-13292	139	7	)	)	PUNCT
fumecheng-13292	139	8	at	at	ADP
fumecheng-13292	139	9	this	this	DET
fumecheng-13292	139	10	stage	stage	NOUN
fumecheng-13292	139	11	,	,	PUNCT
fumecheng-13292	139	12	the	the	DET
fumecheng-13292	139	13	behavior	behavior	NOUN
fumecheng-13292	139	14	of	of	ADP
fumecheng-13292	139	15	whales	whale	NOUN
fumecheng-13292	139	16	is	be	AUX
fumecheng-13292	139	17	controlled	control	VERB
fumecheng-13292	139	18	by	by	ADP
fumecheng-13292	139	19	coefficient	coefficient	NOUN
fumecheng-13292	139	20	vectors	vector	NOUN
fumecheng-13292	139	21	a	a	DET
fumecheng-13292	139	22			NOUN
fumecheng-13292	139	23	to	to	PART
fumecheng-13292	139	24	expand	expand	VERB
fumecheng-13292	139	25	the	the	DET
fumecheng-13292	139	26	search	search	NOUN
fumecheng-13292	139	27	range	range	NOUN
fumecheng-13292	139	28	and	and	CCONJ
fumecheng-13292	139	29	improve	improve	VERB
fumecheng-13292	139	30	search	search	NOUN
fumecheng-13292	139	31	capabilities	capability	NOUN
fumecheng-13292	139	32	.	.	PUNCT
fumecheng-13292	140	1	when	when	SCONJ
fumecheng-13292	140	2	the	the	DET
fumecheng-13292	140	3	value	value	NOUN
fumecheng-13292	140	4	of	of	ADP
fumecheng-13292	140	5	a	a	PRON
fumecheng-13292	140	6	is	be	AUX
fumecheng-13292	140	7	not	not	PART
fumecheng-13292	140	8	within	within	ADP
fumecheng-13292	140	9	the	the	DET
fumecheng-13292	140	10	range	range	NOUN
fumecheng-13292	140	11	of	of	ADP
fumecheng-13292	140	12	[	[	X
fumecheng-13292	140	13	-1,1	-1,1	NOUN
fumecheng-13292	140	14	]	]	X
fumecheng-13292	140	15	,	,	PUNCT
fumecheng-13292	140	16	individual	individual	ADJ
fumecheng-13292	140	17	whales	whale	NOUN
fumecheng-13292	140	18	will	will	AUX
fumecheng-13292	140	19	randomly	randomly	ADV
fumecheng-13292	140	20	select	select	VERB
fumecheng-13292	140	21	other	other	ADJ
fumecheng-13292	140	22	whales	whale	NOUN
fumecheng-13292	140	23	as	as	ADP
fumecheng-13292	140	24	guides	guide	NOUN
fumecheng-13292	140	25	to	to	PART
fumecheng-13292	140	26	update	update	VERB
fumecheng-13292	140	27	their	their	PRON
fumecheng-13292	140	28	position	position	NOUN
fumecheng-13292	140	29	.	.	PUNCT
fumecheng-13292	141	1	the	the	DET
fumecheng-13292	141	2	mathematical	mathematical	ADJ
fumecheng-13292	141	3	model	model	NOUN
fumecheng-13292	141	4	is	be	AUX
fumecheng-13292	141	5	as	as	SCONJ
fumecheng-13292	141	6	follows	follow	VERB
fumecheng-13292	141	7	:	:	PUNCT
fumecheng-13292	141	8	(	(	PUNCT
fumecheng-13292	141	9	1	1	X
fumecheng-13292	141	10	)	)	PUNCT
fumecheng-13292	141	11	randx	randx	NOUN
fumecheng-13292	141	12	t	t	NOUN
fumecheng-13292	141	13	x	x	SYM
fumecheng-13292	141	14	a	a	DET
fumecheng-13292	141	15	d+	d+	PUNCT
fumecheng-13292	141	16	=	=	SYM
fumecheng-13292	141	17	−	−	PROPN
fumecheng-13292	141	18			PROPN
fumecheng-13292	141	19			PROPN
fumecheng-13292	141	20	(	(	PUNCT
fumecheng-13292	141	21	21	21	NUM
fumecheng-13292	141	22	)	)	PUNCT
fumecheng-13292	141	23	(	(	PUNCT
fumecheng-13292	141	24	)	)	PUNCT
fumecheng-13292	141	25	randd	randd	NOUN
fumecheng-13292	141	26	c	c	NOUN
fumecheng-13292	142	1	x	x	PUNCT
fumecheng-13292	142	2	x	x	X
fumecheng-13292	142	3	t=	t=	VERB
fumecheng-13292	142	4			PROPN
fumecheng-13292	142	5	−	−	PROPN
fumecheng-13292	142	6			PROPN
fumecheng-13292	142	7	(	(	PUNCT
fumecheng-13292	142	8	22	22	NUM
fumecheng-13292	142	9	)	)	PUNCT
fumecheng-13292	142	10	where	where	SCONJ
fumecheng-13292	142	11	,	,	PUNCT
fumecheng-13292	142	12	randx	randx	ADJ
fumecheng-13292	142	13			NOUN
fumecheng-13292	142	14	is	be	AUX
fumecheng-13292	142	15	the	the	DET
fumecheng-13292	142	16	vector	vector	NOUN
fumecheng-13292	142	17	of	of	ADP
fumecheng-13292	142	18	random	random	ADJ
fumecheng-13292	142	19	individual	individual	ADJ
fumecheng-13292	142	20	positions	position	NOUN
fumecheng-13292	142	21	.	.	PUNCT
fumecheng-13292	143	1	3.3	3.3	NUM
fumecheng-13292	143	2	.	.	PUNCT
fumecheng-13292	144	1	improved	improve	VERB
fumecheng-13292	144	2	whale	whale	NOUN
fumecheng-13292	144	3	optimization	optimization	NOUN
fumecheng-13292	144	4	algorithm	algorithm	NOUN
fumecheng-13292	144	5	the	the	DET
fumecheng-13292	144	6	woa	woa	PROPN
fumecheng-13292	144	7	algorithm	algorithm	NOUN
fumecheng-13292	144	8	was	be	AUX
fumecheng-13292	144	9	briefly	briefly	ADV
fumecheng-13292	144	10	summarized	summarize	VERB
fumecheng-13292	144	11	in	in	ADP
fumecheng-13292	144	12	the	the	DET
fumecheng-13292	144	13	previous	previous	ADJ
fumecheng-13292	144	14	section	section	NOUN
fumecheng-13292	144	15	.	.	PUNCT
fumecheng-13292	145	1	in	in	ADP
fumecheng-13292	145	2	order	order	NOUN
fumecheng-13292	145	3	to	to	PART
fumecheng-13292	145	4	improve	improve	VERB
fumecheng-13292	145	5	the	the	DET
fumecheng-13292	145	6	algorithm	algorithm	NOUN
fumecheng-13292	145	7	's	's	PART
fumecheng-13292	145	8	ability	ability	NOUN
fumecheng-13292	145	9	and	and	CCONJ
fumecheng-13292	145	10	efficiency	efficiency	NOUN
fumecheng-13292	145	11	in	in	ADP
fumecheng-13292	145	12	finding	find	VERB
fumecheng-13292	145	13	the	the	DET
fumecheng-13292	145	14	global	global	ADJ
fumecheng-13292	145	15	optimal	optimal	ADJ
fumecheng-13292	145	16	solution	solution	NOUN
fumecheng-13292	145	17	,	,	PUNCT
fumecheng-13292	145	18	this	this	DET
fumecheng-13292	145	19	section	section	NOUN
fumecheng-13292	145	20	proposes	propose	VERB
fumecheng-13292	145	21	iwoa	iwoa	ADJ
fumecheng-13292	145	22	.	.	PUNCT
fumecheng-13292	146	1	a	a	DET
fumecheng-13292	146	2	hybrid	hybrid	ADJ
fumecheng-13292	146	3	initialization	initialization	NOUN
fumecheng-13292	146	4	population	population	NOUN
fumecheng-13292	146	5	scheme	scheme	NOUN
fumecheng-13292	146	6	is	be	AUX
fumecheng-13292	146	7	designed	design	VERB
fumecheng-13292	146	8	based	base	VERB
fumecheng-13292	146	9	on	on	ADP
fumecheng-13292	146	10	the	the	DET
fumecheng-13292	146	11	original	original	ADJ
fumecheng-13292	146	12	woa	woa	NOUN
fumecheng-13292	146	13	.	.	PUNCT
fumecheng-13292	147	1	meanwhile	meanwhile	ADV
fumecheng-13292	147	2	,	,	PUNCT
fumecheng-13292	147	3	we	we	PRON
fumecheng-13292	147	4	select	select	VERB
fumecheng-13292	147	5	convergence	convergence	NOUN
fumecheng-13292	147	6	factor	factor	NOUN
fumecheng-13292	147	7	based	base	VERB
fumecheng-13292	147	8	on	on	ADP
fumecheng-13292	147	9	reinforcement	reinforcement	NOUN
fumecheng-13292	147	10	888	888	NUM
fumecheng-13292	147	11	x.	x.	SYM
fumecheng-13292	147	12	li	li	PROPN
fumecheng-13292	147	13	,	,	PUNCT
fumecheng-13292	147	14	s.	s.	PROPN
fumecheng-13292	147	15	guo	guo	PROPN
fumecheng-13292	147	16	,	,	PUNCT
fumecheng-13292	147	17	d.	d.	PROPN
fumecheng-13292	147	18	sun	sun	PROPN
fumecheng-13292	147	19	,	,	PUNCT
fumecheng-13292	147	20	l.	l.	PROPN
fumecheng-13292	147	21	cao	cao	PROPN
fumecheng-13292	147	22	,	,	PUNCT
fumecheng-13292	147	23	c.	c.	PROPN
fumecheng-13292	147	24	li	li	PROPN
fumecheng-13292	147	25	,	,	PUNCT
fumecheng-13292	147	26	s.	s.	PROPN
fumecheng-13292	147	27	tian	tian	PROPN
fumecheng-13292	147	28	,	,	PUNCT
fumecheng-13292	147	29	p.	p.	PROPN
fumecheng-13292	147	30	liu	liu	PROPN
fumecheng-13292	147	31	,	,	PUNCT
fumecheng-13292	147	32	y.	y.	PROPN
fumecheng-13292	147	33	qi	qi	NOUN
fumecheng-13292	147	34	learning	learning	NOUN
fumecheng-13292	147	35	and	and	CCONJ
fumecheng-13292	147	36	design	design	VERB
fumecheng-13292	147	37	adaptive	adaptive	ADJ
fumecheng-13292	147	38	weight	weight	NOUN
fumecheng-13292	147	39	.	.	PUNCT
fumecheng-13292	148	1	the	the	DET
fumecheng-13292	148	2	random	random	ADJ
fumecheng-13292	148	3	jump	jump	NOUN
fumecheng-13292	148	4	update	update	NOUN
fumecheng-13292	148	5	strategy	strategy	NOUN
fumecheng-13292	148	6	and	and	CCONJ
fumecheng-13292	148	7	t	t	PROPN
fumecheng-13292	148	8	-	-	PUNCT
fumecheng-13292	148	9	distributionlevy	distributionlevy	NOUN
fumecheng-13292	148	10	flight	flight	NOUN
fumecheng-13292	148	11	variation	variation	NOUN
fumecheng-13292	148	12	strategy	strategy	NOUN
fumecheng-13292	148	13	are	be	AUX
fumecheng-13292	148	14	implemented	implement	VERB
fumecheng-13292	148	15	to	to	PART
fumecheng-13292	148	16	improve	improve	VERB
fumecheng-13292	148	17	the	the	DET
fumecheng-13292	148	18	search	search	NOUN
fumecheng-13292	148	19	ability	ability	NOUN
fumecheng-13292	148	20	of	of	ADP
fumecheng-13292	148	21	the	the	DET
fumecheng-13292	148	22	algorithm	algorithm	NOUN
fumecheng-13292	148	23	.	.	PUNCT
fumecheng-13292	149	1	3.3.1	3.3.1	X
fumecheng-13292	149	2	.	.	PUNCT
fumecheng-13292	149	3	hybrid	hybrid	ADJ
fumecheng-13292	149	4	initialization	initialization	NOUN
fumecheng-13292	149	5	in	in	ADP
fumecheng-13292	149	6	this	this	DET
fumecheng-13292	149	7	section	section	NOUN
fumecheng-13292	149	8	,	,	PUNCT
fumecheng-13292	149	9	we	we	PRON
fumecheng-13292	149	10	use	use	VERB
fumecheng-13292	149	11	improved	improved	ADJ
fumecheng-13292	149	12	tent	tent	NOUN
fumecheng-13292	149	13	chaos	chaos	NOUN
fumecheng-13292	149	14	mapping	mapping	NOUN
fumecheng-13292	149	15	and	and	CCONJ
fumecheng-13292	149	16	opposition	opposition	NOUN
fumecheng-13292	149	17	-	-	PUNCT
fumecheng-13292	149	18	based	base	VERB
fumecheng-13292	149	19	learning	learning	NOUN
fumecheng-13292	149	20	to	to	PART
fumecheng-13292	149	21	initialize	initialize	VERB
fumecheng-13292	149	22	the	the	DET
fumecheng-13292	149	23	population	population	NOUN
fumecheng-13292	149	24	,	,	PUNCT
fumecheng-13292	149	25	and	and	CCONJ
fumecheng-13292	149	26	design	design	VERB
fumecheng-13292	149	27	a	a	DET
fumecheng-13292	149	28	random	random	ADJ
fumecheng-13292	149	29	exchange	exchange	NOUN
fumecheng-13292	149	30	strategy	strategy	NOUN
fumecheng-13292	149	31	for	for	ADP
fumecheng-13292	149	32	disadvantaged	disadvantaged	ADJ
fumecheng-13292	149	33	populations	population	NOUN
fumecheng-13292	149	34	.	.	PUNCT
fumecheng-13292	150	1	(	(	PUNCT
fumecheng-13292	150	2	1	1	X
fumecheng-13292	150	3	)	)	PUNCT
fumecheng-13292	150	4	improved	improved	ADJ
fumecheng-13292	150	5	tent	tent	NOUN
fumecheng-13292	150	6	chaos	chaos	NOUN
fumecheng-13292	150	7	mapping	map	VERB
fumecheng-13292	150	8	tent	tent	NOUN
fumecheng-13292	150	9	chaotic	chaotic	ADJ
fumecheng-13292	150	10	mapping	mapping	NOUN
fumecheng-13292	150	11	is	be	AUX
fumecheng-13292	150	12	a	a	DET
fumecheng-13292	150	13	piecewise	piecewise	NOUN
fumecheng-13292	150	14	linear	linear	NOUN
fumecheng-13292	150	15	mapping	mapping	NOUN
fumecheng-13292	150	16	that	that	PRON
fumecheng-13292	150	17	has	have	VERB
fumecheng-13292	150	18	more	more	ADJ
fumecheng-13292	150	19	uniform	uniform	ADJ
fumecheng-13292	150	20	traversal	traversal	NOUN
fumecheng-13292	150	21	and	and	CCONJ
fumecheng-13292	150	22	faster	fast	ADJ
fumecheng-13292	150	23	search	search	NOUN
fumecheng-13292	150	24	speed	speed	NOUN
fumecheng-13292	150	25	than	than	ADP
fumecheng-13292	150	26	logistic	logistic	ADJ
fumecheng-13292	150	27	chaos	chaos	NOUN
fumecheng-13292	150	28	mapping	mapping	NOUN
fumecheng-13292	150	29	.	.	PUNCT
fumecheng-13292	151	1	the	the	DET
fumecheng-13292	151	2	expression	expression	NOUN
fumecheng-13292	151	3	of	of	ADP
fumecheng-13292	151	4	tent	tent	NOUN
fumecheng-13292	151	5	chaos	chaos	NOUN
fumecheng-13292	151	6	mapping	mapping	NOUN
fumecheng-13292	151	7	is	be	AUX
fumecheng-13292	151	8	:	:	PUNCT
fumecheng-13292	151	9	1	1	NUM
fumecheng-13292	151	10	1	1	NUM
fumecheng-13292	151	11	        	        	SPACE
fumecheng-13292	151	12	0	0	NUM
fumecheng-13292	151	13	2	2	NUM
fumecheng-13292	151	14	2	2	NUM
fumecheng-13292	151	15	2(1	2(1	NUM
fumecheng-13292	151	16	)	)	PUNCT
fumecheng-13292	151	17	1	1	NUM
fumecheng-13292	151	18	           	           	SPACE
fumecheng-13292	151	19	1	1	NUM
fumecheng-13292	151	20	2	2	NUM
fumecheng-13292	152	1	i	i	PRON
fumecheng-13292	152	2	i	i	PRON
fumecheng-13292	152	3	i	i	VERB
fumecheng-13292	152	4	x	x	VERB
fumecheng-13292	152	5	x	x	PUNCT
fumecheng-13292	152	6	x	x	PUNCT
fumecheng-13292	152	7	x	x	SYM
fumecheng-13292	152	8	x	x	SYM
fumecheng-13292	152	9	+	+	NUM
fumecheng-13292	152	10			NOUN
fumecheng-13292	152	11			NOUN
fumecheng-13292	152	12			ADP
fumecheng-13292	152	13	=	=	PUNCT
fumecheng-13292	153	1			NUM
fumecheng-13292	153	2	−	−	VERB
fumecheng-13292	153	3			PROPN
fumecheng-13292	153	4			NOUN
fumecheng-13292	153	5	(	(	PUNCT
fumecheng-13292	153	6	23	23	NUM
fumecheng-13292	153	7	)	)	PUNCT
fumecheng-13292	153	8	the	the	DET
fumecheng-13292	153	9	expression	expression	NOUN
fumecheng-13292	153	10	after	after	SCONJ
fumecheng-13292	153	11	bernoulli	bernoulli	NOUN
fumecheng-13292	153	12	shift	shift	NOUN
fumecheng-13292	153	13	transformation	transformation	NOUN
fumecheng-13292	153	14	is	be	AUX
fumecheng-13292	153	15	:	:	PUNCT
fumecheng-13292	153	16	1	1	NUM
fumecheng-13292	153	17	(	(	PUNCT
fumecheng-13292	153	18	2	2	NUM
fumecheng-13292	153	19	)	)	PUNCT
fumecheng-13292	153	20	mod1i	mod1i	NOUN
fumecheng-13292	153	21	ix	ix	X
fumecheng-13292	153	22	x+	x+	X
fumecheng-13292	153	23	=	=	SYM
fumecheng-13292	153	24	(	(	PUNCT
fumecheng-13292	153	25	24	24	NUM
fumecheng-13292	153	26	)	)	PUNCT
fumecheng-13292	153	27	to	to	PART
fumecheng-13292	153	28	prevent	prevent	VERB
fumecheng-13292	153	29	the	the	DET
fumecheng-13292	153	30	tent	tent	NOUN
fumecheng-13292	153	31	chaotic	chaotic	ADJ
fumecheng-13292	153	32	sequence	sequence	NOUN
fumecheng-13292	153	33	from	from	ADP
fumecheng-13292	153	34	getting	getting	AUX
fumecheng-13292	153	35	stuck	stick	VERB
fumecheng-13292	153	36	in	in	ADP
fumecheng-13292	153	37	unstable	unstable	ADJ
fumecheng-13292	153	38	periodic	periodic	ADJ
fumecheng-13292	153	39	points	point	NOUN
fumecheng-13292	153	40	during	during	ADP
fumecheng-13292	153	41	the	the	DET
fumecheng-13292	153	42	iteration	iteration	NOUN
fumecheng-13292	153	43	,	,	PUNCT
fumecheng-13292	153	44	zhang	zhang	PROPN
fumecheng-13292	154	1	[	[	X
fumecheng-13292	154	2	24	24	NUM
fumecheng-13292	154	3	]	]	PUNCT
fumecheng-13292	154	4	introduced	introduce	VERB
fumecheng-13292	154	5	a	a	DET
fumecheng-13292	154	6	random	random	ADJ
fumecheng-13292	154	7	variable	variable	NOUN
fumecheng-13292	154	8	to	to	ADP
fumecheng-13292	154	9	the	the	DET
fumecheng-13292	154	10	original	original	ADJ
fumecheng-13292	154	11	tent	tent	NOUN
fumecheng-13292	154	12	chaotic	chaotic	ADJ
fumecheng-13292	154	13	mapping	mapping	NOUN
fumecheng-13292	154	14	equation	equation	NOUN
fumecheng-13292	154	15	as	as	SCONJ
fumecheng-13292	154	16	follows	follow	VERB
fumecheng-13292	154	17	:	:	PUNCT
fumecheng-13292	154	18	1	1	NUM
fumecheng-13292	154	19	1	1	NUM
fumecheng-13292	154	20	1	1	NUM
fumecheng-13292	154	21	2	2	NUM
fumecheng-13292	154	22	(	(	PUNCT
fumecheng-13292	154	23	0,1	0,1	NUM
fumecheng-13292	154	24	)	)	PUNCT
fumecheng-13292	154	25	        	        	SPACE
fumecheng-13292	154	26	0	0	NUM
fumecheng-13292	154	27	2	2	NUM
fumecheng-13292	154	28	1	1	NUM
fumecheng-13292	154	29	1	1	NUM
fumecheng-13292	154	30	2(1	2(1	NUM
fumecheng-13292	154	31	)	)	PUNCT
fumecheng-13292	154	32	(	(	PUNCT
fumecheng-13292	154	33	0,1	0,1	NUM
fumecheng-13292	154	34	)	)	PUNCT
fumecheng-13292	154	35	1	1	NUM
fumecheng-13292	154	36	2	2	NUM
fumecheng-13292	155	1	i	i	PRON
fumecheng-13292	155	2	i	i	PRON
fumecheng-13292	155	3	i	i	VERB
fumecheng-13292	155	4	x	x	VERB
fumecheng-13292	155	5	rand	rand	NOUN
fumecheng-13292	155	6	x	x	SYM
fumecheng-13292	155	7	n	n	NOUN
fumecheng-13292	155	8	x	x	SYM
fumecheng-13292	155	9	x	x	PUNCT
fumecheng-13292	155	10	rand	rand	NOUN
fumecheng-13292	155	11	x	x	SYM
fumecheng-13292	155	12	n	n	PROPN
fumecheng-13292	155	13	+	+	X
fumecheng-13292	155	14			NOUN
fumecheng-13292	156	1	+	+	CCONJ
fumecheng-13292	156	2			VERB
fumecheng-13292	156	3			NOUN
fumecheng-13292	156	4			NOUN
fumecheng-13292	156	5	=	=	PUNCT
fumecheng-13292	157	1			NUM
fumecheng-13292	157	2			NUM
fumecheng-13292	157	3	−	−	PROPN
fumecheng-13292	157	4	+	+	CCONJ
fumecheng-13292	157	5			PROPN
fumecheng-13292	157	6			PROPN
fumecheng-13292	157	7			NUM
fumecheng-13292	157	8			NOUN
fumecheng-13292	157	9	(	(	PUNCT
fumecheng-13292	157	10	25	25	NUM
fumecheng-13292	157	11	)	)	PUNCT
fumecheng-13292	157	12	where	where	SCONJ
fumecheng-13292	157	13	n	n	PRON
fumecheng-13292	157	14	represents	represent	VERB
fumecheng-13292	157	15	the	the	DET
fumecheng-13292	157	16	initial	initial	ADJ
fumecheng-13292	157	17	population	population	NOUN
fumecheng-13292	157	18	size	size	NOUN
fumecheng-13292	157	19	.	.	PUNCT
fumecheng-13292	158	1	the	the	DET
fumecheng-13292	158	2	expression	expression	NOUN
fumecheng-13292	158	3	after	after	SCONJ
fumecheng-13292	158	4	bernoulli	bernoulli	NOUN
fumecheng-13292	158	5	shift	shift	NOUN
fumecheng-13292	158	6	transformation	transformation	NOUN
fumecheng-13292	158	7	is	be	AUX
fumecheng-13292	158	8	:	:	PUNCT
fumecheng-13292	158	9	1	1	NUM
fumecheng-13292	158	10	1	1	NUM
fumecheng-13292	158	11	(	(	PUNCT
fumecheng-13292	158	12	2	2	NUM
fumecheng-13292	158	13	)	)	PUNCT
fumecheng-13292	158	14	mod1	mod1	NOUN
fumecheng-13292	158	15	(	(	PUNCT
fumecheng-13292	158	16	0,1)i	0,1)i	PART
fumecheng-13292	158	17	ix	ix	ADP
fumecheng-13292	158	18	x	x	PROPN
fumecheng-13292	158	19	rand	rand	NOUN
fumecheng-13292	158	20	n	n	NOUN
fumecheng-13292	158	21	+	+	NOUN
fumecheng-13292	158	22	=	=	PUNCT
fumecheng-13292	159	1	+	+	NUM
fumecheng-13292	159	2			NOUN
fumecheng-13292	159	3	(	(	PUNCT
fumecheng-13292	159	4	26	26	NUM
fumecheng-13292	159	5	)	)	PUNCT
fumecheng-13292	159	6	(	(	PUNCT
fumecheng-13292	159	7	2	2	X
fumecheng-13292	159	8	)	)	PUNCT
fumecheng-13292	159	9	opposition	opposition	NOUN
fumecheng-13292	159	10	-	-	PUNCT
fumecheng-13292	159	11	based	base	VERB
fumecheng-13292	159	12	learning	learn	VERB
fumecheng-13292	159	13	opposition	opposition	NOUN
fumecheng-13292	159	14	-	-	PUNCT
fumecheng-13292	159	15	based	base	VERB
fumecheng-13292	159	16	learning	learning	NOUN
fumecheng-13292	159	17	mechanism	mechanism	NOUN
fumecheng-13292	159	18	can	can	AUX
fumecheng-13292	159	19	effectively	effectively	ADV
fumecheng-13292	159	20	improve	improve	VERB
fumecheng-13292	159	21	the	the	DET
fumecheng-13292	159	22	quality	quality	NOUN
fumecheng-13292	159	23	of	of	ADP
fumecheng-13292	159	24	the	the	DET
fumecheng-13292	159	25	population	population	NOUN
fumecheng-13292	159	26	and	and	CCONJ
fumecheng-13292	159	27	is	be	AUX
fumecheng-13292	159	28	applied	apply	VERB
fumecheng-13292	159	29	to	to	ADP
fumecheng-13292	159	30	the	the	DET
fumecheng-13292	159	31	improvement	improvement	NOUN
fumecheng-13292	159	32	of	of	ADP
fumecheng-13292	159	33	various	various	ADJ
fumecheng-13292	159	34	optimization	optimization	NOUN
fumecheng-13292	159	35	algorithms	algorithm	NOUN
fumecheng-13292	159	36	.	.	PUNCT
fumecheng-13292	160	1	the	the	DET
fumecheng-13292	160	2	expression	expression	NOUN
fumecheng-13292	160	3	of	of	ADP
fumecheng-13292	160	4	obl	obl	PROPN
fumecheng-13292	160	5	is	be	AUX
fumecheng-13292	160	6	as	as	SCONJ
fumecheng-13292	160	7	follows	follow	VERB
fumecheng-13292	160	8	:	:	PUNCT
fumecheng-13292	160	9	(	(	PUNCT
fumecheng-13292	160	10	)	)	PUNCT
fumecheng-13292	160	11	ix	ix	ADP
fumecheng-13292	160	12	lb	lb	NUM
fumecheng-13292	160	13	rand	rand	NOUN
fumecheng-13292	160	14	ub	ub	ADP
fumecheng-13292	160	15	lb=	lb=	NOUN
fumecheng-13292	160	16	+	+	CCONJ
fumecheng-13292	161	1	−	−	PROPN
fumecheng-13292	161	2	(	(	PUNCT
fumecheng-13292	161	3	27	27	NUM
fumecheng-13292	161	4	)	)	PUNCT
fumecheng-13292	161	5	'	'	PUNCT
fumecheng-13292	162	1	i	i	PRON
fumecheng-13292	162	2	ix	ix	ADV
fumecheng-13292	162	3	lb	lb	X
fumecheng-13292	162	4	ub	ub	ADJ
fumecheng-13292	162	5	x=	x=	PUNCT
fumecheng-13292	163	1	+	+	CCONJ
fumecheng-13292	164	1	−	−	PROPN
fumecheng-13292	164	2	(	(	PUNCT
fumecheng-13292	164	3	28	28	NUM
fumecheng-13292	164	4	)	)	PUNCT
fumecheng-13292	164	5	where	where	SCONJ
fumecheng-13292	164	6	rand	rand	NOUN
fumecheng-13292	164	7	is	be	AUX
fumecheng-13292	164	8	a	a	DET
fumecheng-13292	164	9	random	random	ADJ
fumecheng-13292	164	10	value	value	NOUN
fumecheng-13292	164	11	on	on	ADP
fumecheng-13292	164	12	the	the	DET
fumecheng-13292	164	13	interval	interval	NOUN
fumecheng-13292	165	1	[	[	X
fumecheng-13292	165	2	0,1	0,1	NUM
fumecheng-13292	165	3	]	]	PUNCT
fumecheng-13292	165	4	,	,	PUNCT
fumecheng-13292	165	5	lb	lb	NOUN
fumecheng-13292	165	6	and	and	CCONJ
fumecheng-13292	165	7	ub	ub	INTJ
fumecheng-13292	165	8	are	be	AUX
fumecheng-13292	165	9	the	the	DET
fumecheng-13292	165	10	upper	upper	ADJ
fumecheng-13292	165	11	and	and	CCONJ
fumecheng-13292	165	12	lower	low	ADJ
fumecheng-13292	165	13	bounds	bound	NOUN
fumecheng-13292	165	14	of	of	ADP
fumecheng-13292	165	15	the	the	DET
fumecheng-13292	165	16	search	search	NOUN
fumecheng-13292	165	17	space	space	NOUN
fumecheng-13292	165	18	,	,	PUNCT
fumecheng-13292	165	19	respectively	respectively	ADV
fumecheng-13292	165	20	.	.	PUNCT
fumecheng-13292	166	1	applying	apply	VERB
fumecheng-13292	166	2	the	the	DET
fumecheng-13292	166	3	obl	obl	PROPN
fumecheng-13292	166	4	idea	idea	NOUN
fumecheng-13292	166	5	to	to	ADP
fumecheng-13292	166	6	the	the	DET
fumecheng-13292	166	7	randomly	randomly	ADV
fumecheng-13292	166	8	generated	generate	VERB
fumecheng-13292	166	9	n	n	CCONJ
fumecheng-13292	166	10	initial	initial	ADJ
fumecheng-13292	166	11	solutions	solution	NOUN
fumecheng-13292	166	12			PROPN
fumecheng-13292	166	13	1	1	NOUN
fumecheng-13292	166	14	2	2	NUM
fumecheng-13292	166	15	,	,	PUNCT
fumecheng-13292	166	16	,	,	PUNCT
fumecheng-13292	166	17	,	,	PUNCT
fumecheng-13292	166	18	n	n	X
fumecheng-13292	166	19	nx	nx	NOUN
fumecheng-13292	166	20	x	x	SYM
fumecheng-13292	166	21	x	x	PROPN
fumecheng-13292	166	22	x=	x=	NOUN
fumecheng-13292	166	23			NOUN
fumecheng-13292	166	24	to	to	PART
fumecheng-13292	166	25	obtain	obtain	VERB
fumecheng-13292	166	26	n	n	PRON
fumecheng-13292	166	27	reverse	reverse	ADJ
fumecheng-13292	166	28	solutions	solution	NOUN
fumecheng-13292	166	29			PROPN
fumecheng-13292	166	30	1	1	AUX
fumecheng-13292	166	31	2	2	NUM
fumecheng-13292	166	32	,	,	PUNCT
fumecheng-13292	166	33	,	,	PUNCT
fumecheng-13292	166	34	,	,	PUNCT
fumecheng-13292	166	35	n	n	X
fumecheng-13292	166	36	nx	nx	NOUN
fumecheng-13292	167	1	x	x	X
fumecheng-13292	167	2	x	x	SYM
fumecheng-13292	167	3	x	x	PROPN
fumecheng-13292	167	4			PROPN
fumecheng-13292	168	1			CCONJ
fumecheng-13292	168	2	=	=	PROPN
fumecheng-13292	168	3			NOUN
fumecheng-13292	168	4	.	.	PUNCT
fumecheng-13292	169	1	in	in	ADP
fumecheng-13292	169	2	the	the	DET
fumecheng-13292	169	3	a	a	DET
fumecheng-13292	169	4	rolling	rolling	ADJ
fumecheng-13292	169	5	bearing	bearing	NOUN
fumecheng-13292	169	6	fault	fault	NOUN
fumecheng-13292	169	7	diagnosis	diagnosis	NOUN
fumecheng-13292	169	8	method	method	NOUN
fumecheng-13292	169	9	based	base	VERB
fumecheng-13292	169	10	on	on	ADP
fumecheng-13292	169	11	extreme	extreme	ADJ
fumecheng-13292	169	12	learning	learning	NOUN
fumecheng-13292	169	13	machine	machine	NOUN
fumecheng-13292	169	14	...	...	PUNCT
fumecheng-13292	169	15	889	889	NUM
fumecheng-13292	169	16	process	process	NOUN
fumecheng-13292	169	17	of	of	ADP
fumecheng-13292	169	18	searching	search	VERB
fumecheng-13292	169	19	for	for	ADP
fumecheng-13292	169	20	the	the	DET
fumecheng-13292	169	21	optimal	optimal	ADJ
fumecheng-13292	169	22	solution	solution	NOUN
fumecheng-13292	169	23	,	,	PUNCT
fumecheng-13292	169	24	the	the	DET
fumecheng-13292	169	25	current	current	ADJ
fumecheng-13292	169	26	solution	solution	NOUN
fumecheng-13292	169	27	and	and	CCONJ
fumecheng-13292	169	28	the	the	DET
fumecheng-13292	169	29	reverse	reverse	ADJ
fumecheng-13292	169	30	solution	solution	NOUN
fumecheng-13292	169	31	are	be	AUX
fumecheng-13292	169	32	simultaneously	simultaneously	ADV
fumecheng-13292	169	33	searched	search	VERB
fumecheng-13292	169	34	,	,	PUNCT
fumecheng-13292	169	35	and	and	CCONJ
fumecheng-13292	169	36	the	the	DET
fumecheng-13292	169	37	better	well	ADJ
fumecheng-13292	169	38	solution	solution	NOUN
fumecheng-13292	169	39	among	among	ADP
fumecheng-13292	169	40	them	they	PRON
fumecheng-13292	169	41	is	be	AUX
fumecheng-13292	169	42	taken	take	VERB
fumecheng-13292	169	43	as	as	ADP
fumecheng-13292	169	44	the	the	DET
fumecheng-13292	169	45	problem	problem	NOUN
fumecheng-13292	169	46	solution	solution	NOUN
fumecheng-13292	169	47	,	,	PUNCT
fumecheng-13292	169	48	which	which	PRON
fumecheng-13292	169	49	can	can	AUX
fumecheng-13292	169	50	expand	expand	VERB
fumecheng-13292	169	51	the	the	DET
fumecheng-13292	169	52	search	search	NOUN
fumecheng-13292	169	53	scope	scope	NOUN
fumecheng-13292	169	54	and	and	CCONJ
fumecheng-13292	169	55	improve	improve	VERB
fumecheng-13292	169	56	the	the	DET
fumecheng-13292	169	57	search	search	NOUN
fumecheng-13292	169	58	efficiency	efficiency	NOUN
fumecheng-13292	169	59	of	of	ADP
fumecheng-13292	169	60	the	the	DET
fumecheng-13292	169	61	algorithm	algorithm	NOUN
fumecheng-13292	169	62	.	.	PUNCT
fumecheng-13292	170	1	the	the	DET
fumecheng-13292	170	2	initial	initial	ADJ
fumecheng-13292	170	3	solutions	solution	NOUN
fumecheng-13292	170	4	generated	generate	VERB
fumecheng-13292	170	5	by	by	ADP
fumecheng-13292	170	6	chaotic	chaotic	ADJ
fumecheng-13292	170	7	mapping	mapping	NOUN
fumecheng-13292	170	8	and	and	CCONJ
fumecheng-13292	170	9	opposition	opposition	NOUN
fumecheng-13292	170	10	-	-	PUNCT
fumecheng-13292	170	11	based	base	VERB
fumecheng-13292	170	12	learning	learning	NOUN
fumecheng-13292	170	13	are	be	AUX
fumecheng-13292	170	14	mixed	mix	VERB
fumecheng-13292	170	15	into	into	ADP
fumecheng-13292	170	16	a	a	DET
fumecheng-13292	170	17	population	population	NOUN
fumecheng-13292	170	18	with	with	ADP
fumecheng-13292	170	19	2n	2n	NUM
fumecheng-13292	170	20	initial	initial	ADJ
fumecheng-13292	170	21	solutions	solution	NOUN
fumecheng-13292	170	22	,	,	PUNCT
fumecheng-13292	170	23	and	and	CCONJ
fumecheng-13292	170	24	then	then	ADV
fumecheng-13292	170	25	the	the	DET
fumecheng-13292	170	26	n	n	PRON
fumecheng-13292	170	27	initial	initial	ADJ
fumecheng-13292	170	28	solutions	solution	NOUN
fumecheng-13292	170	29	with	with	ADP
fumecheng-13292	170	30	smaller	small	ADJ
fumecheng-13292	170	31	fitness	fitness	NOUN
fumecheng-13292	170	32	values	value	NOUN
fumecheng-13292	170	33	are	be	AUX
fumecheng-13292	170	34	selected	select	VERB
fumecheng-13292	170	35	according	accord	VERB
fumecheng-13292	170	36	to	to	ADP
fumecheng-13292	170	37	the	the	DET
fumecheng-13292	170	38	ranking	ranking	NOUN
fumecheng-13292	170	39	of	of	ADP
fumecheng-13292	170	40	fitness	fitness	NOUN
fumecheng-13292	170	41	values	value	NOUN
fumecheng-13292	170	42	.	.	PUNCT
fumecheng-13292	171	1	this	this	DET
fumecheng-13292	171	2	move	move	NOUN
fumecheng-13292	171	3	can	can	AUX
fumecheng-13292	171	4	reduce	reduce	VERB
fumecheng-13292	171	5	the	the	DET
fumecheng-13292	171	6	loss	loss	NOUN
fumecheng-13292	171	7	of	of	ADP
fumecheng-13292	171	8	good	good	ADJ
fumecheng-13292	171	9	solutions	solution	NOUN
fumecheng-13292	171	10	.	.	PUNCT
fumecheng-13292	172	1	(	(	PUNCT
fumecheng-13292	172	2	3	3	X
fumecheng-13292	172	3	)	)	PUNCT
fumecheng-13292	172	4	random	random	ADJ
fumecheng-13292	172	5	exchange	exchange	NOUN
fumecheng-13292	172	6	of	of	ADP
fumecheng-13292	172	7	inferior	inferior	ADJ
fumecheng-13292	172	8	populations	population	NOUN
fumecheng-13292	172	9	in	in	ADP
fumecheng-13292	172	10	order	order	NOUN
fumecheng-13292	172	11	to	to	PART
fumecheng-13292	172	12	further	far	ADV
fumecheng-13292	172	13	improve	improve	VERB
fumecheng-13292	172	14	the	the	DET
fumecheng-13292	172	15	quality	quality	NOUN
fumecheng-13292	172	16	of	of	ADP
fumecheng-13292	172	17	the	the	DET
fumecheng-13292	172	18	initial	initial	ADJ
fumecheng-13292	172	19	population	population	NOUN
fumecheng-13292	172	20	,	,	PUNCT
fumecheng-13292	172	21	two	two	NUM
fumecheng-13292	172	22	different	different	ADJ
fumecheng-13292	172	23	individuals	individual	NOUN
fumecheng-13292	172	24	were	be	AUX
fumecheng-13292	172	25	randomly	randomly	ADV
fumecheng-13292	172	26	selected	select	VERB
fumecheng-13292	172	27	from	from	ADP
fumecheng-13292	172	28	the	the	DET
fumecheng-13292	172	29	n	n	PRON
fumecheng-13292	172	30	initial	initial	ADJ
fumecheng-13292	172	31	solutions	solution	NOUN
fumecheng-13292	172	32	with	with	ADP
fumecheng-13292	172	33	poor	poor	ADJ
fumecheng-13292	172	34	fitness	fitness	NOUN
fumecheng-13292	172	35	generated	generate	VERB
fumecheng-13292	172	36	in	in	ADP
fumecheng-13292	172	37	the	the	DET
fumecheng-13292	172	38	previous	previous	ADJ
fumecheng-13292	172	39	step	step	NOUN
fumecheng-13292	172	40	to	to	PART
fumecheng-13292	172	41	form	form	VERB
fumecheng-13292	172	42	a	a	DET
fumecheng-13292	172	43	group	group	NOUN
fumecheng-13292	172	44	(	(	PUNCT
fumecheng-13292	172	45	total	total	ADJ
fumecheng-13292	172	46	n/2	n/2	ADJ
fumecheng-13292	172	47	groups	group	NOUN
fumecheng-13292	172	48	)	)	PUNCT
fumecheng-13292	172	49	.	.	PUNCT
fumecheng-13292	173	1	the	the	DET
fumecheng-13292	173	2	algorithm	algorithm	NOUN
fumecheng-13292	173	3	randomly	randomly	ADV
fumecheng-13292	173	4	select	select	VERB
fumecheng-13292	173	5	k	k	PROPN
fumecheng-13292	173	6	non	non	ADJ
fumecheng-13292	173	7	repeating	repeat	VERB
fumecheng-13292	173	8	positions	position	NOUN
fumecheng-13292	173	9	for	for	ADP
fumecheng-13292	173	10	each	each	DET
fumecheng-13292	173	11	individual	individual	NOUN
fumecheng-13292	173	12	in	in	ADP
fumecheng-13292	173	13	each	each	DET
fumecheng-13292	173	14	group	group	NOUN
fumecheng-13292	173	15	,	,	PUNCT
fumecheng-13292	173	16	and	and	CCONJ
fumecheng-13292	173	17	replace	replace	VERB
fumecheng-13292	173	18	the	the	DET
fumecheng-13292	173	19	k	k	PROPN
fumecheng-13292	173	20	positions	position	NOUN
fumecheng-13292	173	21	of	of	ADP
fumecheng-13292	173	22	individual	individual	ADJ
fumecheng-13292	173	23	1	1	NUM
fumecheng-13292	173	24	with	with	ADP
fumecheng-13292	173	25	those	those	PRON
fumecheng-13292	173	26	of	of	ADP
fumecheng-13292	173	27	individual	individual	ADJ
fumecheng-13292	173	28	2	2	NUM
fumecheng-13292	173	29	.	.	PUNCT
fumecheng-13292	173	30	similarly	similarly	ADV
fumecheng-13292	173	31	,	,	PUNCT
fumecheng-13292	173	32	perform	perform	VERB
fumecheng-13292	173	33	the	the	DET
fumecheng-13292	173	34	same	same	ADJ
fumecheng-13292	173	35	operation	operation	NOUN
fumecheng-13292	173	36	on	on	ADP
fumecheng-13292	173	37	individual	individual	ADJ
fumecheng-13292	173	38	2	2	NUM
fumecheng-13292	173	39	to	to	PART
fumecheng-13292	173	40	generate	generate	VERB
fumecheng-13292	173	41	n	n	DET
fumecheng-13292	173	42	new	new	ADJ
fumecheng-13292	173	43	initial	initial	ADJ
fumecheng-13292	173	44	solution	solution	NOUN
fumecheng-13292	173	45	individuals	individual	NOUN
fumecheng-13292	173	46	.	.	PUNCT
fumecheng-13292	174	1	then	then	ADV
fumecheng-13292	174	2	the	the	DET
fumecheng-13292	174	3	fitness	fitness	NOUN
fumecheng-13292	174	4	value	value	NOUN
fumecheng-13292	174	5	of	of	ADP
fumecheng-13292	174	6	each	each	DET
fumecheng-13292	174	7	individual	individual	NOUN
fumecheng-13292	174	8	is	be	AUX
fumecheng-13292	174	9	calculated	calculate	VERB
fumecheng-13292	174	10	and	and	CCONJ
fumecheng-13292	174	11	compared	compare	VERB
fumecheng-13292	174	12	with	with	ADP
fumecheng-13292	174	13	the	the	DET
fumecheng-13292	174	14	previous	previous	ADJ
fumecheng-13292	174	15	n	n	CCONJ
fumecheng-13292	174	16	smaller	small	ADJ
fumecheng-13292	174	17	initial	initial	ADJ
fumecheng-13292	174	18	solutions	solution	NOUN
fumecheng-13292	174	19	,	,	PUNCT
fumecheng-13292	174	20	and	and	CCONJ
fumecheng-13292	174	21	the	the	DET
fumecheng-13292	174	22	n	n	CCONJ
fumecheng-13292	174	23	initial	initial	ADJ
fumecheng-13292	174	24	solutions	solution	NOUN
fumecheng-13292	174	25	with	with	ADP
fumecheng-13292	174	26	smaller	small	ADJ
fumecheng-13292	174	27	fitness	fitness	NOUN
fumecheng-13292	174	28	values	value	NOUN
fumecheng-13292	174	29	are	be	AUX
fumecheng-13292	174	30	selected	select	VERB
fumecheng-13292	174	31	.	.	PUNCT
fumecheng-13292	175	1	the	the	DET
fumecheng-13292	175	2	random	random	ADJ
fumecheng-13292	175	3	exchange	exchange	NOUN
fumecheng-13292	175	4	operation	operation	NOUN
fumecheng-13292	175	5	for	for	ADP
fumecheng-13292	175	6	the	the	DET
fumecheng-13292	175	7	inferior	inferior	ADJ
fumecheng-13292	175	8	groups	group	NOUN
fumecheng-13292	175	9	is	be	AUX
fumecheng-13292	175	10	shown	show	VERB
fumecheng-13292	175	11	in	in	ADP
fumecheng-13292	175	12	fig	fig	NOUN
fumecheng-13292	175	13	.	.	PUNCT
fumecheng-13292	176	1	3	3	X
fumecheng-13292	176	2	.	.	X
fumecheng-13292	176	3	fig	fig	NOUN
fumecheng-13292	176	4	.	.	PUNCT
fumecheng-13292	177	1	3	3	NUM
fumecheng-13292	177	2	random	random	ADJ
fumecheng-13292	177	3	exchange	exchange	NOUN
fumecheng-13292	177	4	3.3.2	3.3.2	NUM
fumecheng-13292	177	5	.	.	PUNCT
fumecheng-13292	177	6	improved	improve	VERB
fumecheng-13292	177	7	hunting	hunt	VERB
fumecheng-13292	177	8	patterns	pattern	NOUN
fumecheng-13292	177	9	(	(	PUNCT
fumecheng-13292	177	10	1	1	X
fumecheng-13292	177	11	)	)	PUNCT
fumecheng-13292	177	12	adaptive	adaptive	ADJ
fumecheng-13292	177	13	weight	weight	NOUN
fumecheng-13292	177	14	in	in	ADP
fumecheng-13292	177	15	order	order	NOUN
fumecheng-13292	177	16	to	to	PART
fumecheng-13292	177	17	improve	improve	VERB
fumecheng-13292	177	18	the	the	DET
fumecheng-13292	177	19	ability	ability	NOUN
fumecheng-13292	177	20	of	of	ADP
fumecheng-13292	177	21	traditional	traditional	ADJ
fumecheng-13292	177	22	woa	woa	NOUN
fumecheng-13292	177	23	algorithms	algorithm	NOUN
fumecheng-13292	177	24	to	to	PART
fumecheng-13292	177	25	find	find	VERB
fumecheng-13292	177	26	optimal	optimal	ADJ
fumecheng-13292	177	27	solutions	solution	NOUN
fumecheng-13292	177	28	,	,	PUNCT
fumecheng-13292	177	29	we	we	PRON
fumecheng-13292	177	30	introduce	introduce	VERB
fumecheng-13292	177	31	an	an	DET
fumecheng-13292	177	32	exponentially	exponentially	ADV
fumecheng-13292	177	33	changing	change	VERB
fumecheng-13292	177	34	adaptive	adaptive	ADJ
fumecheng-13292	177	35	weight	weight	NOUN
fumecheng-13292	177	36	during	during	ADP
fumecheng-13292	177	37	the	the	DET
fumecheng-13292	177	38	algorithm	algorithm	NOUN
fumecheng-13292	177	39	's	's	PART
fumecheng-13292	177	40	prey	prey	NOUN
fumecheng-13292	177	41	encirclement	encirclement	NOUN
fumecheng-13292	177	42	stage	stage	NOUN
fumecheng-13292	177	43	.	.	PUNCT
fumecheng-13292	178	1	the	the	DET
fumecheng-13292	178	2	algorithm	algorithm	NOUN
fumecheng-13292	178	3	uses	use	VERB
fumecheng-13292	178	4	larger	large	ADJ
fumecheng-13292	178	5	weights	weight	NOUN
fumecheng-13292	178	6	in	in	ADP
fumecheng-13292	178	7	the	the	DET
fumecheng-13292	178	8	early	early	ADJ
fumecheng-13292	178	9	stage	stage	NOUN
fumecheng-13292	178	10	to	to	PART
fumecheng-13292	178	11	improve	improve	VERB
fumecheng-13292	178	12	its	its	PRON
fumecheng-13292	178	13	global	global	ADJ
fumecheng-13292	178	14	search	search	NOUN
fumecheng-13292	178	15	ability	ability	NOUN
fumecheng-13292	178	16	,	,	PUNCT
fumecheng-13292	178	17	but	but	CCONJ
fumecheng-13292	178	18	when	when	SCONJ
fumecheng-13292	178	19	approaching	approach	VERB
fumecheng-13292	178	20	the	the	DET
fumecheng-13292	178	21	optimal	optimal	ADJ
fumecheng-13292	178	22	solution	solution	NOUN
fumecheng-13292	178	23	,	,	PUNCT
fumecheng-13292	178	24	the	the	DET
fumecheng-13292	178	25	weight	weight	NOUN
fumecheng-13292	178	26	values	value	NOUN
fumecheng-13292	178	27	decrease	decrease	VERB
fumecheng-13292	178	28	exponentially	exponentially	ADV
fumecheng-13292	178	29	to	to	PART
fumecheng-13292	178	30	enhance	enhance	VERB
fumecheng-13292	178	31	the	the	DET
fumecheng-13292	178	32	algorithm	algorithm	NOUN
fumecheng-13292	178	33	's	's	PART
fumecheng-13292	178	34	local	local	ADJ
fumecheng-13292	178	35	optimization	optimization	NOUN
fumecheng-13292	178	36	ability	ability	NOUN
fumecheng-13292	178	37	.	.	PUNCT
fumecheng-13292	179	1	the	the	DET
fumecheng-13292	179	2	weight	weight	NOUN
fumecheng-13292	179	3	expression	expression	NOUN
fumecheng-13292	179	4	can	can	AUX
fumecheng-13292	179	5	be	be	AUX
fumecheng-13292	179	6	written	write	VERB
fumecheng-13292	179	7	as	as	ADP
fumecheng-13292	179	8	:	:	PUNCT
fumecheng-13292	179	9	(	(	PUNCT
fumecheng-13292	179	10	)	)	PUNCT
fumecheng-13292	179	11	10	10	NUM
fumecheng-13292	179	12	/	/	SYM
fumecheng-13292	179	13	e	e	PROPN
fumecheng-13292	179	14	t	t	PROPN
fumecheng-13292	179	15	t	t	PROPN
fumecheng-13292	179	16			X
fumecheng-13292	179	17	−	−	PROPN
fumecheng-13292	179	18	=	=	SYM
fumecheng-13292	179	19	(	(	PUNCT
fumecheng-13292	179	20	29	29	NUM
fumecheng-13292	179	21	)	)	PUNCT
fumecheng-13292	179	22	taking	take	VERB
fumecheng-13292	179	23	the	the	DET
fumecheng-13292	179	24	above	above	ADJ
fumecheng-13292	179	25	equation	equation	NOUN
fumecheng-13292	179	26	into	into	ADP
fumecheng-13292	179	27	eq	eq	NOUN
fumecheng-13292	179	28	.	.	PUNCT
fumecheng-13292	180	1	(	(	PUNCT
fumecheng-13292	180	2	20	20	NUM
fumecheng-13292	180	3	)	)	PUNCT
fumecheng-13292	180	4	,	,	PUNCT
fumecheng-13292	180	5	the	the	DET
fumecheng-13292	180	6	individual	individual	ADJ
fumecheng-13292	180	7	position	position	NOUN
fumecheng-13292	180	8	update	update	NOUN
fumecheng-13292	180	9	model	model	NOUN
fumecheng-13292	180	10	for	for	ADP
fumecheng-13292	180	11	the	the	DET
fumecheng-13292	180	12	encircling	encircle	VERB
fumecheng-13292	180	13	prey	prey	NOUN
fumecheng-13292	180	14	stage	stage	NOUN
fumecheng-13292	180	15	is	be	AUX
fumecheng-13292	180	16	obtained	obtain	VERB
fumecheng-13292	180	17	:	:	PUNCT
fumecheng-13292	180	18	*	*	PUNCT
fumecheng-13292	180	19	*	*	PUNCT
fumecheng-13292	180	20	'	'	PUNCT
fumecheng-13292	180	21	                        	                        	SPACE
fumecheng-13292	180	22	(	(	PUNCT
fumecheng-13292	180	23	)	)	PUNCT
fumecheng-13292	180	24	cos(2	cos(2	NOUN
fumecheng-13292	180	25	)	)	PUNCT
fumecheng-13292	180	26	(	(	PUNCT
fumecheng-13292	180	27	)	)	PUNCT
fumecheng-13292	180	28	0.5	0.5	NUM
fumecheng-13292	180	29	(	(	PUNCT
fumecheng-13292	180	30	1	1	NUM
fumecheng-13292	180	31	)	)	PUNCT
fumecheng-13292	180	32	0.5bl	0.5bl	NUM
fumecheng-13292	181	1	x	x	PUNCT
fumecheng-13292	181	2	a	a	DET
fumecheng-13292	181	3	d	d	X
fumecheng-13292	181	4	p	p	X
fumecheng-13292	181	5	x	x	X
fumecheng-13292	181	6	t	t	NOUN
fumecheng-13292	181	7	xl	xl	PROPN
fumecheng-13292	182	1	p	p	PROPN
fumecheng-13292	182	2	t	t	PROPN
fumecheng-13292	182	3	d	d	X
fumecheng-13292	182	4	e	e	PROPN
fumecheng-13292	182	5	t	t	PROPN
fumecheng-13292	182	6			PROPN
fumecheng-13292	183	1	−	−	PROPN
fumecheng-13292	183	2			PROPN
fumecheng-13292	183	3			PROPN
fumecheng-13292	183	4	+	+	PUNCT
fumecheng-13292	183	5	=	=	SYM
fumecheng-13292	183	6			NUM
fumecheng-13292	183	7			NUM
fumecheng-13292	183	8			PROPN
fumecheng-13292	183	9			PROPN
fumecheng-13292	183	10	+	+	CCONJ
fumecheng-13292	183	11			PROPN
fumecheng-13292	183	12			VERB
fumecheng-13292	183	13			PROPN
fumecheng-13292	183	14			PROPN
fumecheng-13292	183	15	(	(	PUNCT
fumecheng-13292	183	16	30	30	NUM
fumecheng-13292	183	17	)	)	PUNCT
fumecheng-13292	183	18	where	where	SCONJ
fumecheng-13292	183	19	t	t	PROPN
fumecheng-13292	183	20	is	be	AUX
fumecheng-13292	183	21	the	the	DET
fumecheng-13292	183	22	highest	high	ADJ
fumecheng-13292	183	23	number	number	NOUN
fumecheng-13292	183	24	of	of	ADP
fumecheng-13292	183	25	iterations	iteration	NOUN
fumecheng-13292	183	26	and	and	CCONJ
fumecheng-13292	183	27	t	t	PROPN
fumecheng-13292	183	28	is	be	AUX
fumecheng-13292	183	29	the	the	DET
fumecheng-13292	183	30	current	current	ADJ
fumecheng-13292	183	31	number	number	NOUN
fumecheng-13292	183	32	of	of	ADP
fumecheng-13292	183	33	iterations	iteration	NOUN
fumecheng-13292	183	34	.	.	PUNCT
fumecheng-13292	184	1	890	890	NUM
fumecheng-13292	184	2	x.	x.	NOUN
fumecheng-13292	184	3	li	li	PROPN
fumecheng-13292	184	4	,	,	PUNCT
fumecheng-13292	184	5	s.	s.	PROPN
fumecheng-13292	184	6	guo	guo	PROPN
fumecheng-13292	184	7	,	,	PUNCT
fumecheng-13292	184	8	d.	d.	PROPN
fumecheng-13292	184	9	sun	sun	PROPN
fumecheng-13292	184	10	,	,	PUNCT
fumecheng-13292	184	11	l.	l.	PROPN
fumecheng-13292	184	12	cao	cao	PROPN
fumecheng-13292	184	13	,	,	PUNCT
fumecheng-13292	184	14	c.	c.	PROPN
fumecheng-13292	184	15	li	li	PROPN
fumecheng-13292	184	16	,	,	PUNCT
fumecheng-13292	184	17	s.	s.	PROPN
fumecheng-13292	184	18	tian	tian	PROPN
fumecheng-13292	184	19	,	,	PUNCT
fumecheng-13292	184	20	p.	p.	PROPN
fumecheng-13292	184	21	liu	liu	PROPN
fumecheng-13292	184	22	,	,	PUNCT
fumecheng-13292	184	23	y.	y.	PROPN
fumecheng-13292	184	24	qi	qi	PROPN
fumecheng-13292	184	25	(	(	PUNCT
fumecheng-13292	184	26	2	2	NUM
fumecheng-13292	184	27	)	)	PUNCT
fumecheng-13292	184	28	random	random	ADJ
fumecheng-13292	184	29	jump	jump	NOUN
fumecheng-13292	184	30	update	update	NOUN
fumecheng-13292	184	31	strategy	strategy	NOUN
fumecheng-13292	184	32	the	the	DET
fumecheng-13292	184	33	superiority	superiority	NOUN
fumecheng-13292	184	34	of	of	ADP
fumecheng-13292	184	35	woa	woa	NOUN
fumecheng-13292	184	36	in	in	ADP
fumecheng-13292	184	37	the	the	DET
fumecheng-13292	184	38	population	population	NOUN
fumecheng-13292	184	39	iteration	iteration	NOUN
fumecheng-13292	184	40	process	process	NOUN
fumecheng-13292	184	41	depends	depend	VERB
fumecheng-13292	184	42	on	on	ADP
fumecheng-13292	184	43	the	the	DET
fumecheng-13292	184	44	search	search	NOUN
fumecheng-13292	184	45	agent	agent	NOUN
fumecheng-13292	184	46	selected	select	VERB
fumecheng-13292	184	47	from	from	ADP
fumecheng-13292	184	48	the	the	DET
fumecheng-13292	184	49	previous	previous	ADJ
fumecheng-13292	184	50	generation	generation	NOUN
fumecheng-13292	184	51	of	of	ADP
fumecheng-13292	184	52	the	the	DET
fumecheng-13292	184	53	population	population	NOUN
fumecheng-13292	184	54	.	.	PUNCT
fumecheng-13292	185	1	from	from	ADP
fumecheng-13292	185	2	eqs	eqs	PROPN
fumecheng-13292	185	3	.	.	PUNCT
fumecheng-13292	186	1	(	(	PUNCT
fumecheng-13292	186	2	21	21	NUM
fumecheng-13292	186	3	)	)	PUNCT
fumecheng-13292	186	4	and	and	CCONJ
fumecheng-13292	186	5	(	(	PUNCT
fumecheng-13292	186	6	22	22	NUM
fumecheng-13292	186	7	)	)	PUNCT
fumecheng-13292	186	8	,	,	PUNCT
fumecheng-13292	186	9	it	it	PRON
fumecheng-13292	186	10	can	can	AUX
fumecheng-13292	186	11	be	be	AUX
fumecheng-13292	186	12	derived	derive	VERB
fumecheng-13292	186	13	that	that	SCONJ
fumecheng-13292	186	14	the	the	DET
fumecheng-13292	186	15	search	search	NOUN
fumecheng-13292	186	16	agent	agent	NOUN
fumecheng-13292	186	17	position	position	NOUN
fumecheng-13292	186	18	update	update	NOUN
fumecheng-13292	186	19	during	during	ADP
fumecheng-13292	186	20	exploration	exploration	NOUN
fumecheng-13292	186	21	is	be	AUX
fumecheng-13292	186	22	based	base	VERB
fumecheng-13292	186	23	on	on	ADP
fumecheng-13292	186	24	a	a	DET
fumecheng-13292	186	25	randomly	randomly	ADV
fumecheng-13292	186	26	selected	select	VERB
fumecheng-13292	186	27	individual	individual	NOUN
fumecheng-13292	186	28	,	,	PUNCT
fumecheng-13292	186	29	and	and	CCONJ
fumecheng-13292	186	30	the	the	DET
fumecheng-13292	186	31	new	new	ADJ
fumecheng-13292	186	32	population	population	NOUN
fumecheng-13292	186	33	convergence	convergence	NOUN
fumecheng-13292	186	34	speed	speed	NOUN
fumecheng-13292	186	35	and	and	CCONJ
fumecheng-13292	186	36	accuracy	accuracy	NOUN
fumecheng-13292	186	37	are	be	AUX
fumecheng-13292	186	38	necessarily	necessarily	ADV
fumecheng-13292	186	39	affected	affect	VERB
fumecheng-13292	186	40	by	by	ADP
fumecheng-13292	186	41	the	the	DET
fumecheng-13292	186	42	random	random	ADJ
fumecheng-13292	186	43	individual	individual	NOUN
fumecheng-13292	186	44	.	.	PUNCT
fumecheng-13292	187	1	to	to	PART
fumecheng-13292	187	2	address	address	VERB
fumecheng-13292	187	3	this	this	DET
fumecheng-13292	187	4	phenomenon	phenomenon	NOUN
fumecheng-13292	187	5	,	,	PUNCT
fumecheng-13292	187	6	a	a	DET
fumecheng-13292	187	7	random	random	ADJ
fumecheng-13292	187	8	jump	jump	NOUN
fumecheng-13292	187	9	update	update	NOUN
fumecheng-13292	187	10	strategy	strategy	NOUN
fumecheng-13292	187	11	is	be	AUX
fumecheng-13292	187	12	used	use	VERB
fumecheng-13292	187	13	to	to	PART
fumecheng-13292	187	14	select	select	VERB
fumecheng-13292	187	15	the	the	DET
fumecheng-13292	187	16	search	search	NOUN
fumecheng-13292	187	17	agent	agent	NOUN
fumecheng-13292	187	18	more	more	ADV
fumecheng-13292	187	19	efficiently	efficiently	ADV
fumecheng-13292	187	20	.	.	PUNCT
fumecheng-13292	188	1	the	the	DET
fumecheng-13292	188	2	improved	improved	ADJ
fumecheng-13292	188	3	formula	formula	NOUN
fumecheng-13292	188	4	is	be	AUX
fumecheng-13292	188	5	as	as	SCONJ
fumecheng-13292	188	6	follows	follow	VERB
fumecheng-13292	188	7	:	:	PUNCT
fumecheng-13292	188	8	(	(	PUNCT
fumecheng-13292	188	9	)	)	PUNCT
fumecheng-13292	188	10	randd	randd	NOUN
fumecheng-13292	188	11	xc	xc	PROPN
fumecheng-13292	189	1	x	x	PROPN
fumecheng-13292	189	2	t=	t=	PROPN
fumecheng-13292	189	3	−	−	PROPN
fumecheng-13292	189	4			ADJ
fumecheng-13292	189	5			PROPN
fumecheng-13292	189	6	(	(	PUNCT
fumecheng-13292	189	7	31	31	NUM
fumecheng-13292	189	8	)	)	PUNCT
fumecheng-13292	189	9	(	(	PUNCT
fumecheng-13292	189	10	)	)	PUNCT
fumecheng-13292	189	11	(	(	PUNCT
fumecheng-13292	189	12	)	)	PUNCT
fumecheng-13292	189	13	1x	1x	PROPN
fumecheng-13292	190	1	t	t	X
fumecheng-13292	190	2	c	c	PROPN
fumecheng-13292	190	3	d	d	X
fumecheng-13292	190	4	c	c	NOUN
fumecheng-13292	190	5	x	x	X
fumecheng-13292	190	6	t+	t+	NOUN
fumecheng-13292	190	7	=	=	SYM
fumecheng-13292	190	8	•	•	NUM
fumecheng-13292	190	9	+	+	CCONJ
fumecheng-13292	190	10	•	•	NOUN
fumecheng-13292	190	11			ADJ
fumecheng-13292	190	12	(	(	PUNCT
fumecheng-13292	190	13	32	32	NUM
fumecheng-13292	190	14	)	)	PUNCT
fumecheng-13292	190	15	(	(	PUNCT
fumecheng-13292	190	16	3	3	X
fumecheng-13292	190	17	)	)	PUNCT
fumecheng-13292	190	18	reinforcement	reinforcement	NOUN
fumecheng-13292	190	19	learning	learning	NOUN
fumecheng-13292	190	20	based	base	VERB
fumecheng-13292	190	21	convergence	convergence	NOUN
fumecheng-13292	190	22	factor	factor	NOUN
fumecheng-13292	190	23	selection	selection	NOUN
fumecheng-13292	190	24	whales	whale	NOUN
fumecheng-13292	190	25	act	act	VERB
fumecheng-13292	190	26	‘	'	PUNCT
fumecheng-13292	190	27	nonlinearly	nonlinearly	ADV
fumecheng-13292	190	28	’	'	PUNCT
fumecheng-13292	190	29	in	in	ADP
fumecheng-13292	190	30	the	the	DET
fumecheng-13292	190	31	real	real	ADJ
fumecheng-13292	190	32	hunting	hunting	NOUN
fumecheng-13292	190	33	process	process	NOUN
fumecheng-13292	190	34	,	,	PUNCT
fumecheng-13292	190	35	and	and	CCONJ
fumecheng-13292	190	36	the	the	DET
fumecheng-13292	190	37	linear	linear	ADJ
fumecheng-13292	190	38	descent	descent	NOUN
fumecheng-13292	190	39	strategy	strategy	NOUN
fumecheng-13292	190	40	used	use	VERB
fumecheng-13292	190	41	by	by	ADP
fumecheng-13292	190	42	traditional	traditional	ADJ
fumecheng-13292	190	43	algorithms	algorithm	NOUN
fumecheng-13292	190	44	can	can	AUX
fumecheng-13292	190	45	not	not	PART
fumecheng-13292	190	46	fully	fully	ADV
fumecheng-13292	190	47	reflect	reflect	VERB
fumecheng-13292	190	48	the	the	DET
fumecheng-13292	190	49	true	true	ADJ
fumecheng-13292	190	50	situation	situation	NOUN
fumecheng-13292	190	51	of	of	ADP
fumecheng-13292	190	52	woa	woa	PROPN
fumecheng-13292	190	53	.	.	PUNCT
fumecheng-13292	191	1	therefore	therefore	ADV
fumecheng-13292	191	2	,	,	PUNCT
fumecheng-13292	191	3	this	this	DET
fumecheng-13292	191	4	paper	paper	NOUN
fumecheng-13292	191	5	adopts	adopt	VERB
fumecheng-13292	191	6	different	different	ADJ
fumecheng-13292	191	7	nonlinear	nonlinear	ADJ
fumecheng-13292	191	8	control	control	NOUN
fumecheng-13292	191	9	strategies	strategy	NOUN
fumecheng-13292	191	10	to	to	PART
fumecheng-13292	191	11	optimize	optimize	VERB
fumecheng-13292	191	12	the	the	DET
fumecheng-13292	191	13	convergence	convergence	NOUN
fumecheng-13292	191	14	factor	factor	NOUN
fumecheng-13292	191	15	a.	a.	NOUN
fumecheng-13292	191	16	ref	ref	NOUN
fumecheng-13292	192	1	[	[	X
fumecheng-13292	192	2	25	25	NUM
fumecheng-13292	192	3	]	]	PUNCT
fumecheng-13292	192	4	uses	use	VERB
fumecheng-13292	192	5	a	a	DET
fumecheng-13292	192	6	nonlinear	nonlinear	ADJ
fumecheng-13292	192	7	convergence	convergence	NOUN
fumecheng-13292	192	8	factor	factor	NOUN
fumecheng-13292	192	9	based	base	VERB
fumecheng-13292	192	10	on	on	ADP
fumecheng-13292	192	11	sinusoidal	sinusoidal	ADJ
fumecheng-13292	192	12	function	function	NOUN
fumecheng-13292	192	13	to	to	PART
fumecheng-13292	192	14	improve	improve	VERB
fumecheng-13292	192	15	whale	whale	NOUN
fumecheng-13292	192	16	optimization	optimization	NOUN
fumecheng-13292	192	17	algorithm	algorithm	NOUN
fumecheng-13292	192	18	,	,	PUNCT
fumecheng-13292	192	19	and	and	CCONJ
fumecheng-13292	192	20	its	its	PRON
fumecheng-13292	192	21	mathematical	mathematical	ADJ
fumecheng-13292	192	22	model	model	NOUN
fumecheng-13292	192	23	is	be	AUX
fumecheng-13292	192	24	:	:	PUNCT
fumecheng-13292	192	25	(	(	PUNCT
fumecheng-13292	192	26	)	)	PUNCT
fumecheng-13292	192	27	(	(	PUNCT
fumecheng-13292	192	28	)	)	PUNCT
fumecheng-13292	192	29	sin	sin	NOUN
fumecheng-13292	192	30	/	/	SYM
fumecheng-13292	192	31	2max	2max	NUM
fumecheng-13292	192	32	max	max	PROPN
fumecheng-13292	192	33	mina	mina	VERB
fumecheng-13292	192	34	a	a	DET
fumecheng-13292	192	35	a	a	DET
fumecheng-13292	192	36	a	a	DET
fumecheng-13292	192	37	t	t	NOUN
fumecheng-13292	192	38	t=	t=	NOUN
fumecheng-13292	193	1	−	−	PROPN
fumecheng-13292	193	2	−	−	PROPN
fumecheng-13292	193	3			PROPN
fumecheng-13292	193	4	.	.	PUNCT
fumecheng-13292	194	1	(	(	PUNCT
fumecheng-13292	194	2	33	33	NUM
fumecheng-13292	194	3	)	)	PUNCT
fumecheng-13292	194	4	on	on	ADP
fumecheng-13292	194	5	this	this	DET
fumecheng-13292	194	6	basis	basis	NOUN
fumecheng-13292	194	7	,	,	PUNCT
fumecheng-13292	194	8	several	several	ADJ
fumecheng-13292	194	9	adjustment	adjustment	NOUN
fumecheng-13292	194	10	strategies	strategy	NOUN
fumecheng-13292	194	11	for	for	ADP
fumecheng-13292	194	12	control	control	NOUN
fumecheng-13292	194	13	parameter	parameter	PROPN
fumecheng-13292	194	14	a	a	PRON
fumecheng-13292	194	15	were	be	AUX
fumecheng-13292	194	16	proposed	propose	VERB
fumecheng-13292	194	17	in	in	ADP
fumecheng-13292	194	18	references	reference	NOUN
fumecheng-13292	194	19	[	[	X
fumecheng-13292	194	20	26	26	NUM
fumecheng-13292	194	21	,	,	PUNCT
fumecheng-13292	194	22	27	27	NUM
fumecheng-13292	194	23	]	]	PUNCT
fumecheng-13292	194	24	,	,	PUNCT
fumecheng-13292	194	25	such	such	ADJ
fumecheng-13292	194	26	as	as	ADP
fumecheng-13292	194	27	:	:	PUNCT
fumecheng-13292	194	28	nonlinear	nonlinear	ADJ
fumecheng-13292	194	29	decreasing	decrease	VERB
fumecheng-13292	194	30	strategy	strategy	NOUN
fumecheng-13292	194	31	based	base	VERB
fumecheng-13292	194	32	on	on	ADP
fumecheng-13292	194	33	quadratic	quadratic	ADJ
fumecheng-13292	194	34	function	function	NOUN
fumecheng-13292	194	35	:	:	PUNCT
fumecheng-13292	194	36	2	2	NUM
fumecheng-13292	194	37	(	(	PUNCT
fumecheng-13292	194	38	)	)	PUNCT
fumecheng-13292	194	39	(	(	PUNCT
fumecheng-13292	194	40	/	/	SYM
fumecheng-13292	194	41	)	)	PUNCT
fumecheng-13292	194	42	max	max	PROPN
fumecheng-13292	194	43	max	max	PROPN
fumecheng-13292	194	44	mina	mina	VERB
fumecheng-13292	194	45	a	a	DET
fumecheng-13292	194	46	a	a	DET
fumecheng-13292	194	47	a	a	DET
fumecheng-13292	194	48	t	t	NOUN
fumecheng-13292	194	49	t=	t=	NOUN
fumecheng-13292	194	50	−	−	ADP
fumecheng-13292	194	51	−	−	PROPN
fumecheng-13292	194	52	(	(	PUNCT
fumecheng-13292	194	53	34	34	NUM
fumecheng-13292	194	54	)	)	PUNCT
fumecheng-13292	194	55	nonlinear	nonlinear	NOUN
fumecheng-13292	194	56	decreasing	decrease	VERB
fumecheng-13292	194	57	strategy	strategy	NOUN
fumecheng-13292	194	58	based	base	VERB
fumecheng-13292	194	59	on	on	ADP
fumecheng-13292	194	60	logarithmic	logarithmic	ADJ
fumecheng-13292	194	61	form	form	NOUN
fumecheng-13292	194	62	:	:	PUNCT
fumecheng-13292	194	63	(	(	PUNCT
fumecheng-13292	194	64	)	)	PUNCT
fumecheng-13292	194	65	(	(	PUNCT
fumecheng-13292	194	66	)	)	PUNCT
fumecheng-13292	194	67	ln	ln	NOUN
fumecheng-13292	194	68	1	1	NUM
fumecheng-13292	194	69	(	(	PUNCT
fumecheng-13292	194	70	e	e	NOUN
fumecheng-13292	194	71	1	1	NUM
fumecheng-13292	194	72	)	)	PUNCT
fumecheng-13292	194	73	/max	/max	PUNCT
fumecheng-13292	195	1	max	max	PROPN
fumecheng-13292	195	2	mina	mina	PROPN
fumecheng-13292	195	3	a	a	DET
fumecheng-13292	195	4	a	a	DET
fumecheng-13292	195	5	a	a	DET
fumecheng-13292	195	6	t	t	NOUN
fumecheng-13292	195	7	t=	t=	NOUN
fumecheng-13292	195	8	−	−	ADP
fumecheng-13292	195	9	−	−	PROPN
fumecheng-13292	196	1	+	+	CCONJ
fumecheng-13292	196	2	−	−	PROPN
fumecheng-13292	196	3	(	(	PUNCT
fumecheng-13292	196	4	35	35	NUM
fumecheng-13292	196	5	)	)	PUNCT
fumecheng-13292	196	6	through	through	ADP
fumecheng-13292	196	7	numerous	numerous	ADJ
fumecheng-13292	196	8	experiments	experiment	NOUN
fumecheng-13292	196	9	in	in	ADP
fumecheng-13292	196	10	references	reference	NOUN
fumecheng-13292	196	11	[	[	X
fumecheng-13292	196	12	26	26	NUM
fumecheng-13292	196	13	,	,	PUNCT
fumecheng-13292	196	14	27	27	NUM
fumecheng-13292	196	15	]	]	PUNCT
fumecheng-13292	196	16	,	,	PUNCT
fumecheng-13292	196	17	it	it	PRON
fumecheng-13292	196	18	can	can	AUX
fumecheng-13292	196	19	be	be	AUX
fumecheng-13292	196	20	seen	see	VERB
fumecheng-13292	196	21	that	that	SCONJ
fumecheng-13292	196	22	the	the	DET
fumecheng-13292	196	23	convergence	convergence	NOUN
fumecheng-13292	196	24	factor	factor	NOUN
fumecheng-13292	196	25	adjustment	adjustment	NOUN
fumecheng-13292	196	26	strategy	strategy	NOUN
fumecheng-13292	196	27	has	have	VERB
fumecheng-13292	196	28	different	different	ADJ
fumecheng-13292	196	29	effects	effect	NOUN
fumecheng-13292	196	30	on	on	ADP
fumecheng-13292	196	31	the	the	DET
fumecheng-13292	196	32	utility	utility	NOUN
fumecheng-13292	196	33	of	of	ADP
fumecheng-13292	196	34	test	test	NOUN
fumecheng-13292	196	35	functions	function	NOUN
fumecheng-13292	196	36	.	.	PUNCT
fumecheng-13292	197	1	in	in	ADP
fumecheng-13292	197	2	order	order	NOUN
fumecheng-13292	197	3	to	to	PART
fumecheng-13292	197	4	investigate	investigate	VERB
fumecheng-13292	197	5	the	the	DET
fumecheng-13292	197	6	experimental	experimental	ADJ
fumecheng-13292	197	7	effect	effect	NOUN
fumecheng-13292	197	8	,	,	PUNCT
fumecheng-13292	197	9	the	the	DET
fumecheng-13292	197	10	various	various	ADJ
fumecheng-13292	197	11	adjustment	adjustment	NOUN
fumecheng-13292	197	12	strategies	strategy	NOUN
fumecheng-13292	197	13	are	be	AUX
fumecheng-13292	197	14	considered	consider	VERB
fumecheng-13292	197	15	as	as	ADP
fumecheng-13292	197	16	actions	action	NOUN
fumecheng-13292	197	17	,	,	PUNCT
fumecheng-13292	197	18	and	and	CCONJ
fumecheng-13292	197	19	a	a	DET
fumecheng-13292	197	20	suitable	suitable	ADJ
fumecheng-13292	197	21	action	action	NOUN
fumecheng-13292	197	22	is	be	AUX
fumecheng-13292	197	23	chosen	choose	VERB
fumecheng-13292	197	24	to	to	PART
fumecheng-13292	197	25	control	control	VERB
fumecheng-13292	197	26	the	the	DET
fumecheng-13292	197	27	position	position	NOUN
fumecheng-13292	197	28	of	of	ADP
fumecheng-13292	197	29	the	the	DET
fumecheng-13292	197	30	whale	whale	NOUN
fumecheng-13292	197	31	at	at	ADP
fumecheng-13292	197	32	each	each	DET
fumecheng-13292	197	33	step	step	NOUN
fumecheng-13292	197	34	of	of	ADP
fumecheng-13292	197	35	the	the	DET
fumecheng-13292	197	36	whale	whale	NOUN
fumecheng-13292	197	37	hunt	hunt	NOUN
fumecheng-13292	197	38	.	.	PUNCT
fumecheng-13292	198	1	in	in	ADP
fumecheng-13292	198	2	addition	addition	NOUN
fumecheng-13292	198	3	,	,	PUNCT
fumecheng-13292	198	4	the	the	DET
fumecheng-13292	198	5	possibility	possibility	NOUN
fumecheng-13292	198	6	of	of	ADP
fumecheng-13292	198	7	making	make	VERB
fumecheng-13292	198	8	the	the	DET
fumecheng-13292	198	9	right	right	ADJ
fumecheng-13292	198	10	decision	decision	NOUN
fumecheng-13292	198	11	is	be	AUX
fumecheng-13292	198	12	greater	great	ADJ
fumecheng-13292	198	13	if	if	SCONJ
fumecheng-13292	198	14	one	one	PRON
fumecheng-13292	198	15	can	can	AUX
fumecheng-13292	198	16	consider	consider	VERB
fumecheng-13292	198	17	a	a	DET
fumecheng-13292	198	18	few	few	ADJ
fumecheng-13292	198	19	more	more	ADJ
fumecheng-13292	198	20	steps	step	NOUN
fumecheng-13292	198	21	forward	forward	ADV
fumecheng-13292	198	22	before	before	ADP
fumecheng-13292	198	23	making	make	VERB
fumecheng-13292	198	24	a	a	DET
fumecheng-13292	198	25	decision	decision	NOUN
fumecheng-13292	198	26	.	.	PUNCT
fumecheng-13292	199	1	therefore	therefore	ADV
fumecheng-13292	199	2	,	,	PUNCT
fumecheng-13292	199	3	when	when	SCONJ
fumecheng-13292	199	4	whales	whale	NOUN
fumecheng-13292	199	5	choose	choose	VERB
fumecheng-13292	199	6	actions	action	NOUN
fumecheng-13292	199	7	,	,	PUNCT
fumecheng-13292	199	8	the	the	DET
fumecheng-13292	199	9	effectiveness	effectiveness	NOUN
fumecheng-13292	199	10	of	of	ADP
fumecheng-13292	199	11	multiple	multiple	ADJ
fumecheng-13292	199	12	evolutionary	evolutionary	ADJ
fumecheng-13292	199	13	steps	step	NOUN
fumecheng-13292	199	14	can	can	AUX
fumecheng-13292	199	15	be	be	AUX
fumecheng-13292	199	16	judged	judge	VERB
fumecheng-13292	199	17	by	by	ADP
fumecheng-13292	199	18	evaluating	evaluate	VERB
fumecheng-13292	199	19	the	the	DET
fumecheng-13292	199	20	advantages	advantage	NOUN
fumecheng-13292	199	21	and	and	CCONJ
fumecheng-13292	199	22	disadvantages	disadvantage	NOUN
fumecheng-13292	199	23	of	of	ADP
fumecheng-13292	199	24	different	different	ADJ
fumecheng-13292	199	25	actions	action	NOUN
fumecheng-13292	199	26	,	,	PUNCT
fumecheng-13292	199	27	which	which	PRON
fumecheng-13292	199	28	increases	increase	VERB
fumecheng-13292	199	29	the	the	DET
fumecheng-13292	199	30	whales	whale	NOUN
fumecheng-13292	199	31	'	'	PART
fumecheng-13292	199	32	ability	ability	NOUN
fumecheng-13292	199	33	to	to	PART
fumecheng-13292	199	34	find	find	VERB
fumecheng-13292	199	35	the	the	DET
fumecheng-13292	199	36	best	good	ADJ
fumecheng-13292	199	37	.	.	PUNCT
fumecheng-13292	200	1	reinforcement	reinforcement	NOUN
fumecheng-13292	200	2	learning	learning	NOUN
fumecheng-13292	200	3	can	can	AUX
fumecheng-13292	200	4	gradually	gradually	ADV
fumecheng-13292	200	5	learn	learn	VERB
fumecheng-13292	200	6	the	the	DET
fumecheng-13292	200	7	optimal	optimal	ADJ
fumecheng-13292	200	8	action	action	NOUN
fumecheng-13292	200	9	policy	policy	NOUN
fumecheng-13292	200	10	by	by	ADP
fumecheng-13292	200	11	selecting	select	VERB
fumecheng-13292	200	12	the	the	DET
fumecheng-13292	200	13	action	action	NOUN
fumecheng-13292	200	14	that	that	PRON
fumecheng-13292	200	15	maximizes	maximize	VERB
fumecheng-13292	200	16	the	the	DET
fumecheng-13292	200	17	agent	agent	NOUN
fumecheng-13292	200	18	’s	’s	PART
fumecheng-13292	200	19	cumulative	cumulative	ADJ
fumecheng-13292	200	20	return	return	NOUN
fumecheng-13292	200	21	with	with	ADP
fumecheng-13292	200	22	discount	discount	NOUN
fumecheng-13292	200	23	.	.	PUNCT
fumecheng-13292	201	1	q	q	X
fumecheng-13292	201	2	-	-	PUNCT
fumecheng-13292	201	3	learning	learning	NOUN
fumecheng-13292	201	4	is	be	AUX
fumecheng-13292	201	5	a	a	DET
fumecheng-13292	201	6	model	model	NOUN
fumecheng-13292	201	7	independent	independent	ADJ
fumecheng-13292	201	8	reinforcement	reinforcement	NOUN
fumecheng-13292	201	9	learning	learning	NOUN
fumecheng-13292	201	10	algorithm	algorithm	NOUN
fumecheng-13292	201	11	that	that	PRON
fumecheng-13292	201	12	obtains	obtain	VERB
fumecheng-13292	201	13	the	the	DET
fumecheng-13292	201	14	optimal	optimal	ADJ
fumecheng-13292	201	15	action	action	NOUN
fumecheng-13292	201	16	strategy	strategy	NOUN
fumecheng-13292	201	17	through	through	ADP
fumecheng-13292	201	18	multi	multi	ADJ
fumecheng-13292	201	19	-	-	ADJ
fumecheng-13292	201	20	step	step	ADJ
fumecheng-13292	201	21	learning	learning	NOUN
fumecheng-13292	201	22	of	of	ADP
fumecheng-13292	201	23	the	the	DET
fumecheng-13292	201	24	agent	agent	NOUN
fumecheng-13292	201	25	to	to	PART
fumecheng-13292	201	26	find	find	VERB
fumecheng-13292	201	27	the	the	DET
fumecheng-13292	201	28	action	action	NOUN
fumecheng-13292	201	29	with	with	ADP
fumecheng-13292	201	30	the	the	DET
fumecheng-13292	201	31	maximum	maximum	ADJ
fumecheng-13292	201	32	discounted	discount	VERB
fumecheng-13292	201	33	return	return	NOUN
fumecheng-13292	201	34	.	.	PUNCT
fumecheng-13292	202	1	if	if	SCONJ
fumecheng-13292	202	2	the	the	DET
fumecheng-13292	202	3	adjustment	adjustment	NOUN
fumecheng-13292	202	4	strategy	strategy	NOUN
fumecheng-13292	202	5	of	of	ADP
fumecheng-13292	202	6	the	the	DET
fumecheng-13292	202	7	convergence	convergence	NOUN
fumecheng-13292	202	8	factor	factor	NOUN
fumecheng-13292	202	9	is	be	AUX
fumecheng-13292	202	10	regarded	regard	VERB
fumecheng-13292	202	11	as	as	ADP
fumecheng-13292	202	12	an	an	DET
fumecheng-13292	202	13	action	action	NOUN
fumecheng-13292	202	14	,	,	PUNCT
fumecheng-13292	202	15	the	the	DET
fumecheng-13292	202	16	individual	individual	ADJ
fumecheng-13292	202	17	whale	whale	NOUN
fumecheng-13292	202	18	’s	’s	PART
fumecheng-13292	202	19	choice	choice	NOUN
fumecheng-13292	202	20	of	of	ADP
fumecheng-13292	202	21	the	the	DET
fumecheng-13292	202	22	optimal	optimal	ADJ
fumecheng-13292	202	23	adjustment	adjustment	NOUN
fumecheng-13292	202	24	strategy	strategy	NOUN
fumecheng-13292	202	25	is	be	AUX
fumecheng-13292	202	26	transformed	transform	VERB
fumecheng-13292	202	27	into	into	ADP
fumecheng-13292	202	28	the	the	DET
fumecheng-13292	202	29	agent	agent	NOUN
fumecheng-13292	202	30	’s	’s	PART
fumecheng-13292	202	31	choice	choice	NOUN
fumecheng-13292	202	32	of	of	ADP
fumecheng-13292	202	33	the	the	DET
fumecheng-13292	202	34	optimal	optimal	ADJ
fumecheng-13292	202	35	action	action	NOUN
fumecheng-13292	202	36	.	.	PUNCT
fumecheng-13292	203	1	based	base	VERB
fumecheng-13292	203	2	on	on	ADP
fumecheng-13292	203	3	this	this	PRON
fumecheng-13292	203	4	,	,	PUNCT
fumecheng-13292	203	5	the	the	DET
fumecheng-13292	203	6	standard	standard	ADJ
fumecheng-13292	203	7	whale	whale	NOUN
fumecheng-13292	203	8	optimization	optimization	NOUN
fumecheng-13292	203	9	algorithm	algorithm	NOUN
fumecheng-13292	203	10	,	,	PUNCT
fumecheng-13292	203	11	eq	eq	NOUN
fumecheng-13292	203	12	.	.	PUNCT
fumecheng-13292	204	1	a	a	DET
fumecheng-13292	204	2	rolling	rolling	ADJ
fumecheng-13292	204	3	bearing	bear	VERB
fumecheng-13292	204	4	fault	fault	NOUN
fumecheng-13292	204	5	diagnosis	diagnosis	NOUN
fumecheng-13292	204	6	method	method	NOUN
fumecheng-13292	204	7	based	base	VERB
fumecheng-13292	204	8	on	on	ADP
fumecheng-13292	204	9	extreme	extreme	ADJ
fumecheng-13292	204	10	learning	learning	NOUN
fumecheng-13292	204	11	machine	machine	NOUN
fumecheng-13292	204	12	...	...	PUNCT
fumecheng-13292	204	13	891	891	NUM
fumecheng-13292	204	14	(	(	PUNCT
fumecheng-13292	204	15	33	33	NUM
fumecheng-13292	204	16	)	)	PUNCT
fumecheng-13292	204	17	,	,	PUNCT
fumecheng-13292	204	18	eq	eq	NOUN
fumecheng-13292	204	19	.	.	PUNCT
fumecheng-13292	205	1	(	(	PUNCT
fumecheng-13292	205	2	34	34	NUM
fumecheng-13292	205	3	)	)	PUNCT
fumecheng-13292	205	4	,	,	PUNCT
fumecheng-13292	205	5	and	and	CCONJ
fumecheng-13292	205	6	eq	eq	NOUN
fumecheng-13292	205	7	.	.	PROPN
fumecheng-13292	206	1	(	(	PUNCT
fumecheng-13292	206	2	35	35	NUM
fumecheng-13292	206	3	)	)	PUNCT
fumecheng-13292	206	4	four	four	NUM
fumecheng-13292	206	5	convergence	convergence	NOUN
fumecheng-13292	206	6	factor	factor	NOUN
fumecheng-13292	206	7	adjustment	adjustment	NOUN
fumecheng-13292	206	8	strategies	strategy	NOUN
fumecheng-13292	206	9	are	be	AUX
fumecheng-13292	206	10	selected	select	VERB
fumecheng-13292	206	11	as	as	ADP
fumecheng-13292	206	12	the	the	DET
fumecheng-13292	206	13	set	set	NOUN
fumecheng-13292	206	14	of	of	ADP
fumecheng-13292	206	15	actions	action	NOUN
fumecheng-13292	206	16	in	in	ADP
fumecheng-13292	206	17	this	this	DET
fumecheng-13292	206	18	paper	paper	NOUN
fumecheng-13292	206	19	.	.	PUNCT
fumecheng-13292	207	1	the	the	DET
fumecheng-13292	207	2	basic	basic	ADJ
fumecheng-13292	207	3	format	format	NOUN
fumecheng-13292	207	4	of	of	ADP
fumecheng-13292	207	5	q	q	NOUN
fumecheng-13292	207	6	-	-	PUNCT
fumecheng-13292	207	7	learning	learning	ADJ
fumecheng-13292	207	8	reads	read	NOUN
fumecheng-13292	207	9	(	(	PUNCT
fumecheng-13292	207	10	,	,	PUNCT
fumecheng-13292	207	11	)	)	PUNCT
fumecheng-13292	207	12	(	(	PUNCT
fumecheng-13292	207	13	,	,	PUNCT
fumecheng-13292	207	14	)	)	PUNCT
fumecheng-13292	207	15	max	max	PROPN
fumecheng-13292	207	16	(	(	PUNCT
fumecheng-13292	207	17	,	,	PUNCT
fumecheng-13292	207	18	)	)	PUNCT
fumecheng-13292	207	19	a	a	DET
fumecheng-13292	207	20	q	q	X
fumecheng-13292	207	21	s	s	VERB
fumecheng-13292	207	22	a	a	DET
fumecheng-13292	207	23	r	r	NOUN
fumecheng-13292	207	24	s	s	PRON
fumecheng-13292	207	25	a	a	DET
fumecheng-13292	207	26	q	q	NOUN
fumecheng-13292	207	27	s	s	NOUN
fumecheng-13292	207	28	a	a	NOUN
fumecheng-13292	207	29			CCONJ
fumecheng-13292	207	30	=	=	PROPN
fumecheng-13292	207	31	+	+	NOUN
fumecheng-13292	207	32	(	(	PUNCT
fumecheng-13292	207	33	36	36	NUM
fumecheng-13292	207	34	)	)	PUNCT
fumecheng-13292	207	35	where	where	SCONJ
fumecheng-13292	207	36	,	,	PUNCT
fumecheng-13292	207	37	r(s	r(s	PROPN
fumecheng-13292	207	38	,	,	PUNCT
fumecheng-13292	207	39	a	a	PRON
fumecheng-13292	207	40	)	)	PUNCT
fumecheng-13292	207	41	is	be	AUX
fumecheng-13292	207	42	the	the	DET
fumecheng-13292	207	43	immediate	immediate	ADJ
fumecheng-13292	207	44	reward	reward	NOUN
fumecheng-13292	207	45	of	of	ADP
fumecheng-13292	207	46	the	the	DET
fumecheng-13292	207	47	agent	agent	NOUN
fumecheng-13292	207	48	after	after	ADP
fumecheng-13292	207	49	taking	take	VERB
fumecheng-13292	207	50	action	action	NOUN
fumecheng-13292	207	51	a	a	PRON
fumecheng-13292	207	52	in	in	ADP
fumecheng-13292	207	53	state	state	NOUN
fumecheng-13292	207	54	s.	s.	PROPN
fumecheng-13292	207	55	s	s	PROPN
fumecheng-13292	207	56	and	and	CCONJ
fumecheng-13292	207	57	s	s	NOUN
fumecheng-13292	207	58	represent	represent	VERB
fumecheng-13292	207	59	the	the	DET
fumecheng-13292	207	60	two	two	NUM
fumecheng-13292	207	61	states	state	NOUN
fumecheng-13292	207	62	of	of	ADP
fumecheng-13292	207	63	the	the	DET
fumecheng-13292	207	64	agent	agent	NOUN
fumecheng-13292	207	65	,	,	PUNCT
fumecheng-13292	207	66	while	while	SCONJ
fumecheng-13292	207	67	a	a	PRON
fumecheng-13292	207	68	and	and	CCONJ
fumecheng-13292	207	69	a	a	PROPN
fumecheng-13292	207	70	represent	represent	VERB
fumecheng-13292	207	71	the	the	DET
fumecheng-13292	207	72	two	two	NUM
fumecheng-13292	207	73	actions	action	NOUN
fumecheng-13292	207	74	of	of	ADP
fumecheng-13292	207	75	the	the	DET
fumecheng-13292	207	76	agent	agent	NOUN
fumecheng-13292	207	77	.	.	PUNCT
fumecheng-13292	208	1	γ(0≤γ<1	γ(0≤γ<1	NOUN
fumecheng-13292	208	2	)	)	PUNCT
fumecheng-13292	208	3	is	be	AUX
fumecheng-13292	208	4	the	the	DET
fumecheng-13292	208	5	discount	discount	NOUN
fumecheng-13292	208	6	factor	factor	NOUN
fumecheng-13292	208	7	,	,	PUNCT
fumecheng-13292	208	8	and	and	CCONJ
fumecheng-13292	208	9	max	max	PROPN
fumecheng-13292	208	10	q(s,a	q(s,a	PROPN
fumecheng-13292	208	11	)	)	PUNCT
fumecheng-13292	208	12	denotes	denote	VERB
fumecheng-13292	208	13	the	the	DET
fumecheng-13292	208	14	agent	agent	NOUN
fumecheng-13292	208	15	the	the	DET
fumecheng-13292	208	16	maximum	maximum	ADJ
fumecheng-13292	208	17	value	value	NOUN
fumecheng-13292	208	18	of	of	ADP
fumecheng-13292	208	19	the	the	DET
fumecheng-13292	208	20	reward	reward	NOUN
fumecheng-13292	208	21	that	that	PRON
fumecheng-13292	208	22	can	can	AUX
fumecheng-13292	208	23	be	be	AUX
fumecheng-13292	208	24	obtained	obtain	VERB
fumecheng-13292	208	25	by	by	ADP
fumecheng-13292	208	26	choosing	choose	VERB
fumecheng-13292	208	27	a	a	DET
fumecheng-13292	208	28	different	different	ADJ
fumecheng-13292	208	29	action	action	NOUN
fumecheng-13292	208	30	in	in	ADP
fumecheng-13292	208	31	the	the	DET
fumecheng-13292	208	32	next	next	ADJ
fumecheng-13292	208	33	state	state	NOUN
fumecheng-13292	208	34	s.	s.	AUX
fumecheng-13292	208	35	assume	assume	VERB
fumecheng-13292	208	36	that	that	SCONJ
fumecheng-13292	208	37	the	the	DET
fumecheng-13292	208	38	set	set	NOUN
fumecheng-13292	208	39	of	of	ADP
fumecheng-13292	208	40	operations	operation	NOUN
fumecheng-13292	208	41	available	available	ADJ
fumecheng-13292	208	42	to	to	ADP
fumecheng-13292	208	43	the	the	DET
fumecheng-13292	208	44	agent	agent	NOUN
fumecheng-13292	208	45	in	in	ADP
fumecheng-13292	208	46	any	any	DET
fumecheng-13292	208	47	state	state	NOUN
fumecheng-13292	208	48	is	be	AUX
fumecheng-13292	208	49	a	a	DET
fumecheng-13292	208	50	=	=	PUNCT
fumecheng-13292	208	51	{	{	PUNCT
fumecheng-13292	208	52	a1,a2,	a1,a2,	PROPN
fumecheng-13292	208	53	…	…	X
fumecheng-13292	208	54	,an	,an	PUNCT
fumecheng-13292	208	55	}	}	PUNCT
fumecheng-13292	208	56	,	,	PUNCT
fumecheng-13292	208	57	.	.	PUNCT
fumecheng-13292	209	1	if	if	SCONJ
fumecheng-13292	209	2	the	the	DET
fumecheng-13292	209	3	first	first	ADJ
fumecheng-13292	209	4	action	action	NOUN
fumecheng-13292	209	5	taken	take	VERB
fumecheng-13292	209	6	by	by	ADP
fumecheng-13292	209	7	the	the	DET
fumecheng-13292	209	8	agent	agent	NOUN
fumecheng-13292	209	9	is	be	AUX
fumecheng-13292	209	10	a	a	PRON
fumecheng-13292	209	11	,	,	PUNCT
fumecheng-13292	209	12	then	then	ADV
fumecheng-13292	209	13	the	the	DET
fumecheng-13292	209	14	revenue	revenue	NOUN
fumecheng-13292	209	15	when	when	SCONJ
fumecheng-13292	209	16	the	the	DET
fumecheng-13292	209	17	agent	agent	NOUN
fumecheng-13292	209	18	chooses	choose	VERB
fumecheng-13292	209	19	the	the	DET
fumecheng-13292	209	20	action	action	NOUN
fumecheng-13292	209	21	a	a	DET
fumecheng-13292	209	22	after	after	SCONJ
fumecheng-13292	209	23	m+1	m+1	NUM
fumecheng-13292	209	24	steps	step	NOUN
fumecheng-13292	209	25	is	be	AUX
fumecheng-13292	209	26	calculated	calculate	VERB
fumecheng-13292	209	27	as	as	ADP
fumecheng-13292	209	28	:	:	PUNCT
fumecheng-13292	209	29	(	(	PUNCT
fumecheng-13292	209	30	1	1	X
fumecheng-13292	209	31	)	)	SYM
fumecheng-13292	209	32	2	2	NUM
fumecheng-13292	209	33	(	(	PUNCT
fumecheng-13292	209	34	2	2	NUM
fumecheng-13292	209	35	)	)	PUNCT
fumecheng-13292	209	36	(	(	PUNCT
fumecheng-13292	209	37	)	)	PUNCT
fumecheng-13292	209	38	(	(	PUNCT
fumecheng-13292	209	39	)	)	PUNCT
fumecheng-13292	209	40	(	(	PUNCT
fumecheng-13292	209	41	)	)	PUNCT
fumecheng-13292	209	42	(	(	PUNCT
fumecheng-13292	209	43	)	)	PUNCT
fumecheng-13292	209	44	(	(	PUNCT
fumecheng-13292	209	45	)	)	PUNCT
fumecheng-13292	209	46	(	(	PUNCT
fumecheng-13292	209	47	)	)	PUNCT
fumecheng-13292	209	48	m	m	NOUN
fumecheng-13292	209	49	mq	mq	NOUN
fumecheng-13292	209	50	a	a	DET
fumecheng-13292	209	51	r	r	NOUN
fumecheng-13292	209	52	a	a	DET
fumecheng-13292	209	53	q	q	NOUN
fumecheng-13292	209	54	a	a	DET
fumecheng-13292	209	55	q	q	NOUN
fumecheng-13292	209	56	a	a	DET
fumecheng-13292	209	57	q	q	NOUN
fumecheng-13292	209	58	a	a	NOUN
fumecheng-13292	209	59			NUM
fumecheng-13292	209	60			NUM
fumecheng-13292	209	61	=	=	PUNCT
fumecheng-13292	210	1	+	+	PUNCT
fumecheng-13292	211	1	+	+	PUNCT
fumecheng-13292	212	1	+	+	NUM
fumecheng-13292	212	2	+	+	ADJ
fumecheng-13292	212	3			NOUN
fumecheng-13292	212	4	(	(	PUNCT
fumecheng-13292	212	5	37	37	NUM
fumecheng-13292	212	6	)	)	PUNCT
fumecheng-13292	212	7	where	where	SCONJ
fumecheng-13292	212	8	,	,	PUNCT
fumecheng-13292	212	9	a	a	DET
fumecheng-13292	212	10	,	,	PUNCT
fumecheng-13292	212	11	(	(	PUNCT
fumecheng-13292	212	12	)	)	PUNCT
fumecheng-13292	212	13	ia	ia	PROPN
fumecheng-13292	212	14	a	a	PROPN
fumecheng-13292	212	15	,	,	PUNCT
fumecheng-13292	212	16	and	and	CCONJ
fumecheng-13292	212	17	1	1	NUM
fumecheng-13292	212	18	i	i	PRON
fumecheng-13292	212	19	m	m	VERB
fumecheng-13292	212	20			NOUN
fumecheng-13292	212	21	,	,	PUNCT
fumecheng-13292	212	22	with	with	ADP
fumecheng-13292	212	23	the	the	DET
fumecheng-13292	212	24	parameter	parameter	NOUN
fumecheng-13292	212	25	m	m	AUX
fumecheng-13292	212	26	controlling	control	VERB
fumecheng-13292	212	27	the	the	DET
fumecheng-13292	212	28	number	number	NOUN
fumecheng-13292	212	29	of	of	ADP
fumecheng-13292	212	30	steps	step	NOUN
fumecheng-13292	212	31	to	to	PART
fumecheng-13292	212	32	calculate	calculate	VERB
fumecheng-13292	212	33	the	the	DET
fumecheng-13292	212	34	q	q	NOUN
fumecheng-13292	212	35	value	value	NOUN
fumecheng-13292	212	36	looking	look	VERB
fumecheng-13292	212	37	forward	forward	ADV
fumecheng-13292	212	38	.	.	PUNCT
fumecheng-13292	213	1	with	with	ADP
fumecheng-13292	213	2	the	the	DET
fumecheng-13292	213	3	above	above	ADJ
fumecheng-13292	213	4	q	q	NOUN
fumecheng-13292	213	5	-	-	PUNCT
fumecheng-13292	213	6	learning	learn	VERB
fumecheng-13292	213	7	algorithm	algorithm	NOUN
fumecheng-13292	213	8	,	,	PUNCT
fumecheng-13292	213	9	the	the	DET
fumecheng-13292	213	10	mapping	mapping	NOUN
fumecheng-13292	213	11	between	between	ADP
fumecheng-13292	213	12	woa	woa	NOUN
fumecheng-13292	213	13	and	and	CCONJ
fumecheng-13292	213	14	q	q	NOUN
fumecheng-13292	213	15	-	-	PUNCT
fumecheng-13292	213	16	learning	learn	VERB
fumecheng-13292	213	17	algorithm	algorithm	NOUN
fumecheng-13292	213	18	can	can	AUX
fumecheng-13292	213	19	be	be	AUX
fumecheng-13292	213	20	achieved	achieve	VERB
fumecheng-13292	213	21	by	by	ADP
fumecheng-13292	213	22	considering	consider	VERB
fumecheng-13292	213	23	the	the	DET
fumecheng-13292	213	24	whale	whale	NOUN
fumecheng-13292	213	25	as	as	ADP
fumecheng-13292	213	26	an	an	DET
fumecheng-13292	213	27	agent	agent	NOUN
fumecheng-13292	213	28	and	and	CCONJ
fumecheng-13292	213	29	various	various	ADJ
fumecheng-13292	213	30	distance	distance	NOUN
fumecheng-13292	213	31	control	control	NOUN
fumecheng-13292	213	32	parameter	parameter	NOUN
fumecheng-13292	213	33	adjustment	adjustment	NOUN
fumecheng-13292	213	34	strategies	strategy	NOUN
fumecheng-13292	213	35	as	as	ADP
fumecheng-13292	213	36	a	a	DET
fumecheng-13292	213	37	set	set	NOUN
fumecheng-13292	213	38	of	of	ADP
fumecheng-13292	213	39	agent	agent	NOUN
fumecheng-13292	213	40	actions	action	NOUN
fumecheng-13292	213	41	.	.	PUNCT
fumecheng-13292	214	1	for	for	ADP
fumecheng-13292	214	2	any	any	DET
fumecheng-13292	214	3	individual	individual	ADJ
fumecheng-13292	214	4	whale	whale	NOUN
fumecheng-13292	214	5	in	in	ADP
fumecheng-13292	214	6	the	the	DET
fumecheng-13292	214	7	woa	woa	NOUN
fumecheng-13292	214	8	,	,	PUNCT
fumecheng-13292	214	9	looking	look	VERB
fumecheng-13292	214	10	forward	forward	ADV
fumecheng-13292	214	11	m+1	m+1	NUM
fumecheng-13292	214	12	steps	step	NOUN
fumecheng-13292	214	13	,	,	PUNCT
fumecheng-13292	214	14	the	the	DET
fumecheng-13292	214	15	gain	gain	NOUN
fumecheng-13292	214	16	q(a	q(a	NOUN
fumecheng-13292	214	17	)	)	PUNCT
fumecheng-13292	214	18	when	when	SCONJ
fumecheng-13292	214	19	the	the	DET
fumecheng-13292	214	20	whale	whale	NOUN
fumecheng-13292	214	21	chooses	choose	VERB
fumecheng-13292	214	22	action	action	NOUN
fumecheng-13292	214	23	a	a	PRON
fumecheng-13292	214	24	can	can	AUX
fumecheng-13292	214	25	be	be	AUX
fumecheng-13292	214	26	calculated	calculate	VERB
fumecheng-13292	214	27	by	by	ADP
fumecheng-13292	214	28	eq	eq	PROPN
fumecheng-13292	214	29	.	.	PUNCT
fumecheng-13292	215	1	(	(	PUNCT
fumecheng-13292	215	2	37	37	NUM
fumecheng-13292	215	3	)	)	PUNCT
fumecheng-13292	215	4	.	.	PUNCT
fumecheng-13292	216	1	define	define	VERB
fumecheng-13292	216	2	the	the	DET
fumecheng-13292	216	3	individual	individual	ADJ
fumecheng-13292	216	4	immediate	immediate	ADJ
fumecheng-13292	216	5	gain	gain	NOUN
fumecheng-13292	216	6	,	,	PUNCT
fumecheng-13292	216	7	r(a	r(a	PROPN
fumecheng-13292	216	8	)	)	PUNCT
fumecheng-13292	216	9	=	=	SYM
fumecheng-13292	216	10	fp(a)fo(a	fp(a)fo(a	NUM
fumecheng-13292	216	11	)	)	PUNCT
fumecheng-13292	216	12	.	.	PUNCT
fumecheng-13292	217	1	here	here	ADV
fumecheng-13292	217	2	,	,	PUNCT
fumecheng-13292	217	3	fp(a	fp(a	NUM
fumecheng-13292	217	4	)	)	PUNCT
fumecheng-13292	217	5	is	be	AUX
fumecheng-13292	217	6	value	value	NOUN
fumecheng-13292	217	7	of	of	ADP
fumecheng-13292	217	8	fitness	fitness	NOUN
fumecheng-13292	217	9	function	function	NOUN
fumecheng-13292	217	10	corresponding	correspond	VERB
fumecheng-13292	217	11	to	to	ADP
fumecheng-13292	217	12	parent	parent	NOUN
fumecheng-13292	217	13	whale	whale	NOUN
fumecheng-13292	217	14	individual	individual	NOUN
fumecheng-13292	217	15	and	and	CCONJ
fumecheng-13292	217	16	fo(a	fo(a	NUM
fumecheng-13292	217	17	)	)	PUNCT
fumecheng-13292	217	18	is	be	AUX
fumecheng-13292	217	19	value	value	NOUN
fumecheng-13292	217	20	of	of	ADP
fumecheng-13292	217	21	fitness	fitness	NOUN
fumecheng-13292	217	22	function	function	NOUN
fumecheng-13292	217	23	about	about	ADP
fumecheng-13292	217	24	offspring	offspring	NOUN
fumecheng-13292	217	25	whale	whale	NOUN
fumecheng-13292	217	26	individual	individual	NOUN
fumecheng-13292	217	27	generated	generate	VERB
fumecheng-13292	217	28	after	after	ADP
fumecheng-13292	217	29	selecting	select	VERB
fumecheng-13292	217	30	action	action	NOUN
fumecheng-13292	217	31	a.	a.	NOUN
fumecheng-13292	217	32	if	if	SCONJ
fumecheng-13292	217	33	the	the	DET
fumecheng-13292	217	34	number	number	NOUN
fumecheng-13292	217	35	of	of	ADP
fumecheng-13292	217	36	optional	optional	ADJ
fumecheng-13292	217	37	actions	action	NOUN
fumecheng-13292	217	38	of	of	ADP
fumecheng-13292	217	39	whales	whale	NOUN
fumecheng-13292	217	40	is	be	AUX
fumecheng-13292	217	41	n	n	PRON
fumecheng-13292	217	42	,	,	PUNCT
fumecheng-13292	217	43	then	then	ADV
fumecheng-13292	217	44	nm	nm	ADJ
fumecheng-13292	217	45	whales	whale	NOUN
fumecheng-13292	217	46	will	will	AUX
fumecheng-13292	217	47	be	be	AUX
fumecheng-13292	217	48	generated	generate	VERB
fumecheng-13292	217	49	after	after	ADP
fumecheng-13292	217	50	m	m	PROPN
fumecheng-13292	217	51	times	time	NOUN
fumecheng-13292	217	52	of	of	ADP
fumecheng-13292	217	53	evolution	evolution	NOUN
fumecheng-13292	217	54	.	.	PUNCT
fumecheng-13292	218	1	to	to	PART
fumecheng-13292	218	2	calculate	calculate	VERB
fumecheng-13292	218	3	the	the	DET
fumecheng-13292	218	4	optimal	optimal	ADJ
fumecheng-13292	218	5	evolutionary	evolutionary	ADJ
fumecheng-13292	218	6	strategy	strategy	NOUN
fumecheng-13292	218	7	for	for	ADP
fumecheng-13292	218	8	the	the	DET
fumecheng-13292	218	9	whales	whale	NOUN
fumecheng-13292	218	10	,	,	PUNCT
fumecheng-13292	218	11	an	an	DET
fumecheng-13292	218	12	exponential	exponential	ADJ
fumecheng-13292	218	13	calculation	calculation	NOUN
fumecheng-13292	218	14	is	be	AUX
fumecheng-13292	218	15	required	require	VERB
fumecheng-13292	218	16	,	,	PUNCT
fumecheng-13292	218	17	which	which	PRON
fumecheng-13292	218	18	is	be	AUX
fumecheng-13292	218	19	too	too	ADV
fumecheng-13292	218	20	computationally	computationally	ADV
fumecheng-13292	218	21	intensive	intensive	ADJ
fumecheng-13292	218	22	.	.	PUNCT
fumecheng-13292	219	1	for	for	ADP
fumecheng-13292	219	2	this	this	DET
fumecheng-13292	219	3	purpose	purpose	NOUN
fumecheng-13292	219	4	,	,	PUNCT
fumecheng-13292	219	5	the	the	DET
fumecheng-13292	219	6	probability	probability	NOUN
fumecheng-13292	219	7	of	of	ADP
fumecheng-13292	219	8	each	each	DET
fumecheng-13292	219	9	offspring	offspring	NOUN
fumecheng-13292	219	10	being	be	AUX
fumecheng-13292	219	11	retained	retain	VERB
fumecheng-13292	219	12	is	be	AUX
fumecheng-13292	219	13	calculated	calculate	VERB
fumecheng-13292	219	14	using	use	VERB
fumecheng-13292	219	15	the	the	DET
fumecheng-13292	219	16	boltzmann	boltzmann	PROPN
fumecheng-13292	219	17	distribution	distribution	NOUN
fumecheng-13292	219	18	:	:	PUNCT
fumecheng-13292	219	19	(	(	PUNCT
fumecheng-13292	219	20	)	)	PUNCT
fumecheng-13292	219	21	/	/	SYM
fumecheng-13292	219	22	(	(	PUNCT
fumecheng-13292	219	23	)	)	PUNCT
fumecheng-13292	219	24	/	/	SYM
fumecheng-13292	219	25	1	1	NUM
fumecheng-13292	219	26	(	(	PUNCT
fumecheng-13292	219	27	)	)	PUNCT
fumecheng-13292	219	28	/i	/i	PUNCT
fumecheng-13292	219	29	i	i	PRON
fumecheng-13292	219	30	nr	nr	PRON
fumecheng-13292	219	31	a	a	DET
fumecheng-13292	219	32	t	t	NOUN
fumecheng-13292	219	33	r	r	NOUN
fumecheng-13292	219	34	a	a	DET
fumecheng-13292	219	35	t	t	NOUN
fumecheng-13292	220	1	i	i	PRON
fumecheng-13292	221	1	i	i	PRON
fumecheng-13292	221	2	p	p	VERB
fumecheng-13292	221	3	a	a	DET
fumecheng-13292	221	4	e	e	NOUN
fumecheng-13292	221	5	e	e	NOUN
fumecheng-13292	221	6	=	=	SYM
fumecheng-13292	221	7	=	=	SYM
fumecheng-13292	221	8			X
fumecheng-13292	221	9	(	(	PUNCT
fumecheng-13292	221	10	38	38	NUM
fumecheng-13292	221	11	)	)	PUNCT
fumecheng-13292	221	12	furthermore	furthermore	ADV
fumecheng-13292	221	13	,	,	PUNCT
fumecheng-13292	221	14	the	the	DET
fumecheng-13292	221	15	highest	high	ADJ
fumecheng-13292	221	16	probability	probability	NOUN
fumecheng-13292	221	17	of	of	ADP
fumecheng-13292	221	18	the	the	DET
fumecheng-13292	221	19	n	n	PRON
fumecheng-13292	221	20	whale	whale	NOUN
fumecheng-13292	221	21	offspring	offspring	NOUN
fumecheng-13292	221	22	generated	generate	VERB
fumecheng-13292	221	23	will	will	AUX
fumecheng-13292	221	24	be	be	AUX
fumecheng-13292	221	25	retained	retain	VERB
fumecheng-13292	221	26	.	.	PUNCT
fumecheng-13292	222	1	after	after	ADP
fumecheng-13292	222	2	this	this	DET
fumecheng-13292	222	3	simplification	simplification	NOUN
fumecheng-13292	222	4	,	,	PUNCT
fumecheng-13292	222	5	only	only	ADV
fumecheng-13292	222	6	one	one	NUM
fumecheng-13292	222	7	of	of	ADP
fumecheng-13292	222	8	the	the	DET
fumecheng-13292	222	9	n	n	NOUN
fumecheng-13292	222	10	offspring	offspring	NOUN
fumecheng-13292	222	11	produced	produce	VERB
fumecheng-13292	222	12	by	by	ADP
fumecheng-13292	222	13	a	a	DET
fumecheng-13292	222	14	whale	whale	NOUN
fumecheng-13292	222	15	after	after	SCONJ
fumecheng-13292	222	16	one	one	NUM
fumecheng-13292	222	17	evolution	evolution	NOUN
fumecheng-13292	222	18	is	be	AUX
fumecheng-13292	222	19	preserved	preserve	VERB
fumecheng-13292	222	20	during	during	ADP
fumecheng-13292	222	21	the	the	DET
fumecheng-13292	222	22	evolution	evolution	NOUN
fumecheng-13292	222	23	process	process	NOUN
fumecheng-13292	222	24	,	,	PUNCT
fumecheng-13292	222	25	which	which	PRON
fumecheng-13292	222	26	greatly	greatly	ADV
fumecheng-13292	222	27	reduces	reduce	VERB
fumecheng-13292	222	28	the	the	DET
fumecheng-13292	222	29	complexity	complexity	NOUN
fumecheng-13292	222	30	of	of	ADP
fumecheng-13292	222	31	the	the	DET
fumecheng-13292	222	32	algorithm	algorithm	NOUN
fumecheng-13292	222	33	.	.	PUNCT
fumecheng-13292	223	1	the	the	DET
fumecheng-13292	223	2	convergence	convergence	NOUN
fumecheng-13292	223	3	of	of	ADP
fumecheng-13292	223	4	the	the	DET
fumecheng-13292	223	5	evolutionary	evolutionary	ADJ
fumecheng-13292	223	6	planning	planning	NOUN
fumecheng-13292	223	7	algorithm	algorithm	NOUN
fumecheng-13292	223	8	based	base	VERB
fumecheng-13292	223	9	on	on	ADP
fumecheng-13292	223	10	qlearning	qlearning	NOUN
fumecheng-13292	223	11	is	be	AUX
fumecheng-13292	223	12	proved	prove	VERB
fumecheng-13292	223	13	in	in	ADP
fumecheng-13292	223	14	[	[	X
fumecheng-13292	223	15	28	28	NUM
fumecheng-13292	223	16	]	]	PUNCT
fumecheng-13292	223	17	.	.	PUNCT
fumecheng-13292	224	1	the	the	DET
fumecheng-13292	224	2	proof	proof	ADJ
fumecheng-13292	224	3	process	process	NOUN
fumecheng-13292	224	4	of	of	ADP
fumecheng-13292	224	5	woa	woa	PROPN
fumecheng-13292	224	6	is	be	AUX
fumecheng-13292	224	7	similar	similar	ADJ
fumecheng-13292	224	8	,	,	PUNCT
fumecheng-13292	224	9	and	and	CCONJ
fumecheng-13292	224	10	its	its	PRON
fumecheng-13292	224	11	convergence	convergence	NOUN
fumecheng-13292	224	12	will	will	AUX
fumecheng-13292	224	13	not	not	PART
fumecheng-13292	224	14	be	be	AUX
fumecheng-13292	224	15	proved	prove	VERB
fumecheng-13292	224	16	in	in	ADP
fumecheng-13292	224	17	this	this	DET
fumecheng-13292	224	18	paper	paper	NOUN
fumecheng-13292	224	19	due	due	ADP
fumecheng-13292	224	20	to	to	ADP
fumecheng-13292	224	21	the	the	DET
fumecheng-13292	224	22	limitation	limitation	NOUN
fumecheng-13292	224	23	of	of	ADP
fumecheng-13292	224	24	space	space	NOUN
fumecheng-13292	224	25	.	.	PUNCT
fumecheng-13292	225	1	3.3.3	3.3.3	NUM
fumecheng-13292	225	2	.	.	X
fumecheng-13292	225	3	t	t	NOUN
fumecheng-13292	225	4	-	-	PUNCT
fumecheng-13292	225	5	distribution	distribution	NOUN
fumecheng-13292	225	6	-	-	PUNCT
fumecheng-13292	225	7	levy	levy	NOUN
fumecheng-13292	225	8	flight	flight	NOUN
fumecheng-13292	225	9	variation	variation	NOUN
fumecheng-13292	225	10	strategy	strategy	NOUN
fumecheng-13292	225	11	(	(	PUNCT
fumecheng-13292	225	12	1	1	X
fumecheng-13292	225	13	)	)	PUNCT
fumecheng-13292	225	14	t	t	NOUN
fumecheng-13292	225	15	-	-	PUNCT
fumecheng-13292	225	16	distribution	distribution	NOUN
fumecheng-13292	225	17	variation	variation	NOUN
fumecheng-13292	225	18	strategy	strategy	NOUN
fumecheng-13292	225	19	t	t	NOUN
fumecheng-13292	225	20	-	-	PUNCT
fumecheng-13292	225	21	distribution	distribution	NOUN
fumecheng-13292	225	22	has	have	VERB
fumecheng-13292	225	23	a	a	DET
fumecheng-13292	225	24	degree	degree	NOUN
fumecheng-13292	225	25	of	of	ADP
fumecheng-13292	225	26	freedom	freedom	NOUN
fumecheng-13292	225	27	parameter	parameter	NOUN
fumecheng-13292	225	28	of	of	ADP
fumecheng-13292	225	29	n	n	PROPN
fumecheng-13292	225	30	and	and	CCONJ
fumecheng-13292	225	31	its	its	PRON
fumecheng-13292	225	32	probability	probability	NOUN
fumecheng-13292	225	33	density	density	NOUN
fumecheng-13292	225	34	function	function	NOUN
fumecheng-13292	225	35	is	be	AUX
fumecheng-13292	225	36	:	:	PUNCT
fumecheng-13292	225	37	892	892	NUM
fumecheng-13292	225	38	x.	x.	NOUN
fumecheng-13292	225	39	li	li	PROPN
fumecheng-13292	225	40	,	,	PUNCT
fumecheng-13292	225	41	s.	s.	PROPN
fumecheng-13292	225	42	guo	guo	PROPN
fumecheng-13292	225	43	,	,	PUNCT
fumecheng-13292	225	44	d.	d.	PROPN
fumecheng-13292	225	45	sun	sun	PROPN
fumecheng-13292	225	46	,	,	PUNCT
fumecheng-13292	225	47	l.	l.	PROPN
fumecheng-13292	225	48	cao	cao	PROPN
fumecheng-13292	225	49	,	,	PUNCT
fumecheng-13292	225	50	c.	c.	PROPN
fumecheng-13292	225	51	li	li	PROPN
fumecheng-13292	225	52	,	,	PUNCT
fumecheng-13292	225	53	s.	s.	PROPN
fumecheng-13292	225	54	tian	tian	PROPN
fumecheng-13292	225	55	,	,	PUNCT
fumecheng-13292	225	56	p.	p.	PROPN
fumecheng-13292	225	57	liu	liu	PROPN
fumecheng-13292	225	58	,	,	PUNCT
fumecheng-13292	225	59	y.	y.	PROPN
fumecheng-13292	225	60	qi	qi	PROPN
fumecheng-13292	225	61	1	1	NUM
fumecheng-13292	225	62	2	2	NUM
fumecheng-13292	225	63	2	2	NUM
fumecheng-13292	225	64	1	1	NUM
fumecheng-13292	225	65	2	2	NUM
fumecheng-13292	225	66	(	(	PUNCT
fumecheng-13292	225	67	)	)	PUNCT
fumecheng-13292	225	68	2	2	NUM
fumecheng-13292	225	69	1	1	NUM
fumecheng-13292	225	70	n	n	ADP
fumecheng-13292	225	71	t	t	NOUN
fumecheng-13292	225	72	n	n	NOUN
fumecheng-13292	225	73	г	г	PROPN
fumecheng-13292	225	74	x	x	X
fumecheng-13292	225	75	p	p	X
fumecheng-13292	225	76	x	x	X
fumecheng-13292	225	77	n	n	CCONJ
fumecheng-13292	225	78	n	n	CCONJ
fumecheng-13292	225	79	г	г	PROPN
fumecheng-13292	225	80	x	x	PROPN
fumecheng-13292	225	81	n	n	PROPN
fumecheng-13292	225	82	+	+	CCONJ
fumecheng-13292	226	1	−	−	PROPN
fumecheng-13292	227	1	+	+	ADJ
fumecheng-13292	227	2			NOUN
fumecheng-13292	227	3			PROPN
fumecheng-13292	227	4			PROPN
fumecheng-13292	227	5			PROPN
fumecheng-13292	227	6			NOUN
fumecheng-13292	227	7			VERB
fumecheng-13292	227	8			NOUN
fumecheng-13292	227	9	=	=	PUNCT
fumecheng-13292	227	10	+	+	NUM
fumecheng-13292	227	11	−	−	NUM
fumecheng-13292	227	12			PROPN
fumecheng-13292	227	13			PROPN
fumecheng-13292	228	1	+	+	ADV
fumecheng-13292	228	2			NOUN
fumecheng-13292	228	3			PROPN
fumecheng-13292	228	4			NOUN
fumecheng-13292	228	5			PROPN
fumecheng-13292	228	6			PROPN
fumecheng-13292	228	7			NOUN
fumecheng-13292	228	8			PROPN
fumecheng-13292	228	9			PROPN
fumecheng-13292	229	1			PROPN
fumecheng-13292	229	2			NOUN
fumecheng-13292	229	3	(	(	PUNCT
fumecheng-13292	229	4	39	39	NUM
fumecheng-13292	229	5	)	)	PUNCT
fumecheng-13292	229	6	for	for	ADP
fumecheng-13292	229	7	each	each	DET
fumecheng-13292	229	8	whale	whale	NOUN
fumecheng-13292	229	9	,	,	PUNCT
fumecheng-13292	229	10	the	the	DET
fumecheng-13292	229	11	algorithm	algorithm	NOUN
fumecheng-13292	229	12	generates	generate	VERB
fumecheng-13292	229	13	a	a	DET
fumecheng-13292	229	14	random	random	ADJ
fumecheng-13292	229	15	number	number	NOUN
fumecheng-13292	229	16	in	in	ADP
fumecheng-13292	229	17	the	the	DET
fumecheng-13292	229	18	[	[	NOUN
fumecheng-13292	229	19	0,1	0,1	NUM
fumecheng-13292	229	20	]	]	PUNCT
fumecheng-13292	229	21	.	.	PUNCT
fumecheng-13292	230	1	if	if	SCONJ
fumecheng-13292	230	2	the	the	DET
fumecheng-13292	230	3	variation	variation	NOUN
fumecheng-13292	230	4	probability	probability	NOUN
fumecheng-13292	230	5	is	be	AUX
fumecheng-13292	230	6	greater	great	ADJ
fumecheng-13292	230	7	than	than	SCONJ
fumecheng-13292	230	8	the	the	DET
fumecheng-13292	230	9	generated	generate	VERB
fumecheng-13292	230	10	random	random	ADJ
fumecheng-13292	230	11	number	number	NOUN
fumecheng-13292	230	12	,	,	PUNCT
fumecheng-13292	230	13	t	t	NOUN
fumecheng-13292	230	14	-	-	PUNCT
fumecheng-13292	230	15	distribution	distribution	NOUN
fumecheng-13292	230	16	perturbation	perturbation	NOUN
fumecheng-13292	230	17	is	be	AUX
fumecheng-13292	230	18	applied	apply	VERB
fumecheng-13292	230	19	to	to	ADP
fumecheng-13292	230	20	it	it	PRON
fumecheng-13292	230	21	.	.	PUNCT
fumecheng-13292	231	1	the	the	DET
fumecheng-13292	231	2	specific	specific	ADJ
fumecheng-13292	231	3	location	location	NOUN
fumecheng-13292	231	4	update	update	NOUN
fumecheng-13292	231	5	method	method	NOUN
fumecheng-13292	231	6	is	be	AUX
fumecheng-13292	231	7	as	as	SCONJ
fumecheng-13292	231	8	follows	follow	VERB
fumecheng-13292	231	9	:	:	PUNCT
fumecheng-13292	231	10	(	(	PUNCT
fumecheng-13292	231	11	)	)	PUNCT
fumecheng-13292	232	1	j	j	PROPN
fumecheng-13292	232	2	j	j	PROPN
fumecheng-13292	232	3	new	new	ADJ
fumecheng-13292	232	4	best	good	ADJ
fumecheng-13292	232	5	j	j	PROPN
fumecheng-13292	232	6	bestx	bestx	NOUN
fumecheng-13292	232	7	x	x	PUNCT
fumecheng-13292	232	8	t	t	NOUN
fumecheng-13292	232	9	iteration	iteration	NOUN
fumecheng-13292	232	10	x+	x+	PUNCT
fumecheng-13292	232	11	=	=	PROPN
fumecheng-13292	232	12	(	(	PUNCT
fumecheng-13292	232	13	40	40	NUM
fumecheng-13292	232	14	)	)	PUNCT
fumecheng-13292	232	15	where	where	SCONJ
fumecheng-13292	232	16	,	,	PUNCT
fumecheng-13292	232	17	t(iteration	t(iteration	NOUN
fumecheng-13292	232	18	)	)	PUNCT
fumecheng-13292	232	19	is	be	AUX
fumecheng-13292	232	20	the	the	DET
fumecheng-13292	232	21	t	t	NOUN
fumecheng-13292	232	22	-	-	PUNCT
fumecheng-13292	232	23	distribution	distribution	NOUN
fumecheng-13292	232	24	with	with	ADP
fumecheng-13292	232	25	degree	degree	NOUN
fumecheng-13292	232	26	of	of	ADP
fumecheng-13292	232	27	freedom	freedom	NOUN
fumecheng-13292	232	28	parameter	parameter	NOUN
fumecheng-13292	232	29	as	as	ADP
fumecheng-13292	232	30	the	the	DET
fumecheng-13292	232	31	number	number	NOUN
fumecheng-13292	232	32	of	of	ADP
fumecheng-13292	232	33	iterations	iteration	NOUN
fumecheng-13292	232	34	.	.	PUNCT
fumecheng-13292	233	1	j	j	PROPN
fumecheng-13292	233	2	bestx	bestx	NOUN
fumecheng-13292	233	3	and	and	CCONJ
fumecheng-13292	233	4	j	j	PROPN
fumecheng-13292	233	5	newx	newx	PROPN
fumecheng-13292	233	6	are	be	AUX
fumecheng-13292	233	7	the	the	DET
fumecheng-13292	233	8	positions	position	NOUN
fumecheng-13292	233	9	of	of	ADP
fumecheng-13292	233	10	the	the	DET
fumecheng-13292	233	11	optimal	optimal	ADJ
fumecheng-13292	233	12	whale	whale	NOUN
fumecheng-13292	233	13	individual	individual	NOUN
fumecheng-13292	233	14	in	in	ADP
fumecheng-13292	233	15	the	the	DET
fumecheng-13292	233	16	jth	jth	PROPN
fumecheng-13292	233	17	dimension	dimension	NOUN
fumecheng-13292	233	18	before	before	ADV
fumecheng-13292	233	19	and	and	CCONJ
fumecheng-13292	233	20	after	after	ADP
fumecheng-13292	233	21	variation	variation	NOUN
fumecheng-13292	233	22	perturbation	perturbation	NOUN
fumecheng-13292	233	23	,	,	PUNCT
fumecheng-13292	233	24	respectively	respectively	ADV
fumecheng-13292	233	25	.	.	PUNCT
fumecheng-13292	234	1	if	if	SCONJ
fumecheng-13292	234	2	the	the	DET
fumecheng-13292	234	3	new	new	ADJ
fumecheng-13292	234	4	solution	solution	NOUN
fumecheng-13292	234	5	after	after	ADP
fumecheng-13292	234	6	tdistribution	tdistribution	NOUN
fumecheng-13292	234	7	perturbation	perturbation	NOUN
fumecheng-13292	234	8	has	have	VERB
fumecheng-13292	234	9	a	a	DET
fumecheng-13292	234	10	better	well	ADJ
fumecheng-13292	234	11	fitness	fitness	NOUN
fumecheng-13292	234	12	value	value	NOUN
fumecheng-13292	234	13	,	,	PUNCT
fumecheng-13292	234	14	the	the	DET
fumecheng-13292	234	15	old	old	ADJ
fumecheng-13292	234	16	solution	solution	NOUN
fumecheng-13292	234	17	is	be	AUX
fumecheng-13292	234	18	replaced	replace	VERB
fumecheng-13292	234	19	;	;	PUNCT
fumecheng-13292	234	20	otherwise	otherwise	ADV
fumecheng-13292	234	21	,	,	PUNCT
fumecheng-13292	234	22	the	the	DET
fumecheng-13292	234	23	old	old	ADJ
fumecheng-13292	234	24	solution	solution	NOUN
fumecheng-13292	234	25	is	be	AUX
fumecheng-13292	234	26	retained	retain	VERB
fumecheng-13292	234	27	.	.	PUNCT
fumecheng-13292	235	1	(	(	PUNCT
fumecheng-13292	235	2	2	2	X
fumecheng-13292	235	3	)	)	PUNCT
fumecheng-13292	235	4	levy	levy	NOUN
fumecheng-13292	235	5	flight	flight	NOUN
fumecheng-13292	235	6	strategy	strategy	NOUN
fumecheng-13292	235	7	levy	levy	NOUN
fumecheng-13292	235	8	flight	flight	NOUN
fumecheng-13292	235	9	is	be	AUX
fumecheng-13292	235	10	a	a	DET
fumecheng-13292	235	11	search	search	NOUN
fumecheng-13292	235	12	method	method	NOUN
fumecheng-13292	235	13	that	that	PRON
fumecheng-13292	235	14	obeys	obeys	AUX
fumecheng-13292	235	15	levy	levy	VERB
fumecheng-13292	235	16	distribution	distribution	NOUN
fumecheng-13292	235	17	[	[	X
fumecheng-13292	235	18	29	29	NUM
fumecheng-13292	235	19	]	]	PUNCT
fumecheng-13292	235	20	.	.	PUNCT
fumecheng-13292	236	1	this	this	DET
fumecheng-13292	236	2	paper	paper	NOUN
fumecheng-13292	236	3	introduces	introduce	VERB
fumecheng-13292	236	4	the	the	DET
fumecheng-13292	236	5	levy	levy	NOUN
fumecheng-13292	236	6	flight	flight	NOUN
fumecheng-13292	236	7	strategy	strategy	NOUN
fumecheng-13292	236	8	into	into	ADP
fumecheng-13292	236	9	the	the	DET
fumecheng-13292	236	10	whale	whale	NOUN
fumecheng-13292	236	11	optimization	optimization	NOUN
fumecheng-13292	236	12	algorithm	algorithm	NOUN
fumecheng-13292	236	13	after	after	ADP
fumecheng-13292	236	14	t	t	NOUN
fumecheng-13292	236	15	-	-	PUNCT
fumecheng-13292	236	16	distribution	distribution	NOUN
fumecheng-13292	236	17	perturbation	perturbation	NOUN
fumecheng-13292	236	18	.	.	PUNCT
fumecheng-13292	237	1	by	by	ADP
fumecheng-13292	237	2	conducting	conduct	VERB
fumecheng-13292	237	3	small	small	ADJ
fumecheng-13292	237	4	-	-	PUNCT
fumecheng-13292	237	5	scale	scale	NOUN
fumecheng-13292	237	6	exploration	exploration	NOUN
fumecheng-13292	237	7	around	around	ADP
fumecheng-13292	237	8	the	the	DET
fumecheng-13292	237	9	optimal	optimal	ADJ
fumecheng-13292	237	10	solution	solution	NOUN
fumecheng-13292	237	11	,	,	PUNCT
fumecheng-13292	237	12	the	the	DET
fumecheng-13292	237	13	search	search	NOUN
fumecheng-13292	237	14	area	area	NOUN
fumecheng-13292	237	15	of	of	ADP
fumecheng-13292	237	16	the	the	DET
fumecheng-13292	237	17	algorithm	algorithm	NOUN
fumecheng-13292	237	18	is	be	AUX
fumecheng-13292	237	19	further	far	ADV
fumecheng-13292	237	20	increased	increase	VERB
fumecheng-13292	237	21	to	to	PART
fumecheng-13292	237	22	avoid	avoid	VERB
fumecheng-13292	237	23	the	the	DET
fumecheng-13292	237	24	population	population	NOUN
fumecheng-13292	237	25	falling	fall	VERB
fumecheng-13292	237	26	into	into	ADP
fumecheng-13292	237	27	local	local	ADJ
fumecheng-13292	237	28	optima	optima	NOUN
fumecheng-13292	237	29	.	.	PUNCT
fumecheng-13292	238	1	the	the	DET
fumecheng-13292	238	2	location	location	NOUN
fumecheng-13292	238	3	update	update	NOUN
fumecheng-13292	238	4	formula	formula	NOUN
fumecheng-13292	238	5	is	be	AUX
fumecheng-13292	238	6	(	(	PUNCT
fumecheng-13292	238	7	)	)	PUNCT
fumecheng-13292	238	8	k	k	PROPN
fumecheng-13292	239	1	k	k	PROPN
fumecheng-13292	239	2	new	new	ADJ
fumecheng-13292	239	3	bestx	bestx	NOUN
fumecheng-13292	239	4	x	x	X
fumecheng-13292	239	5	levy	levy	VERB
fumecheng-13292	239	6	=	=	PROPN
fumecheng-13292	239	7	+	+	CCONJ
fumecheng-13292	239	8	(	(	PUNCT
fumecheng-13292	239	9	41	41	NUM
fumecheng-13292	239	10	)	)	PUNCT
fumecheng-13292	239	11	where	where	SCONJ
fumecheng-13292	239	12	,	,	PUNCT
fumecheng-13292	239	13	levy(β	levy(β	PROPN
fumecheng-13292	239	14	)	)	PUNCT
fumecheng-13292	239	15	is	be	AUX
fumecheng-13292	239	16	a	a	DET
fumecheng-13292	239	17	method	method	NOUN
fumecheng-13292	239	18	to	to	PART
fumecheng-13292	239	19	generate	generate	VERB
fumecheng-13292	239	20	random	random	ADJ
fumecheng-13292	239	21	numbers	number	NOUN
fumecheng-13292	239	22	that	that	PRON
fumecheng-13292	239	23	obey	obey	VERB
fumecheng-13292	239	24	the	the	DET
fumecheng-13292	239	25	levy	levy	NOUN
fumecheng-13292	239	26	distribution	distribution	NOUN
fumecheng-13292	239	27	.	.	PUNCT
fumecheng-13292	240	1	in	in	ADP
fumecheng-13292	240	2	this	this	DET
fumecheng-13292	240	3	paper	paper	NOUN
fumecheng-13292	240	4	,	,	PUNCT
fumecheng-13292	240	5	we	we	PRON
fumecheng-13292	240	6	take	take	VERB
fumecheng-13292	240	7	advantage	advantage	NOUN
fumecheng-13292	240	8	of	of	ADP
fumecheng-13292	240	9	the	the	DET
fumecheng-13292	240	10	normal	normal	ADJ
fumecheng-13292	240	11	distribution	distribution	NOUN
fumecheng-13292	240	12	to	to	PART
fumecheng-13292	240	13	resolve	resolve	VERB
fumecheng-13292	240	14	random	random	ADJ
fumecheng-13292	240	15	numbers	number	NOUN
fumecheng-13292	240	16	[	[	X
fumecheng-13292	240	17	30	30	NUM
fumecheng-13292	240	18	]	]	PUNCT
fumecheng-13292	240	19	.	.	PUNCT
fumecheng-13292	241	1	the	the	DET
fumecheng-13292	241	2	steps	step	NOUN
fumecheng-13292	241	3	to	to	PART
fumecheng-13292	241	4	generate	generate	VERB
fumecheng-13292	241	5	random	random	ADJ
fumecheng-13292	241	6	numbers	number	NOUN
fumecheng-13292	241	7	submitted	submit	VERB
fumecheng-13292	241	8	to	to	PART
fumecheng-13292	241	9	levy	levy	VERB
fumecheng-13292	241	10	distribution	distribution	NOUN
fumecheng-13292	241	11	are	be	AUX
fumecheng-13292	241	12	as	as	SCONJ
fumecheng-13292	241	13	follows	follow	VERB
fumecheng-13292	241	14	:	:	PUNCT
fumecheng-13292	241	15	1	1	NUM
fumecheng-13292	241	16	~	~	PUNCT
fumecheng-13292	241	17	(	(	PUNCT
fumecheng-13292	241	18	)	)	PUNCT
fumecheng-13292	241	19	u	u	NOUN
fumecheng-13292	241	20	s	s	NOUN
fumecheng-13292	241	21	levy	levy	NOUN
fumecheng-13292	241	22	v	v	ADP
fumecheng-13292	241	23			PROPN
fumecheng-13292	241	24			NOUN
fumecheng-13292	241	25	=	=	PUNCT
fumecheng-13292	241	26	(	(	PUNCT
fumecheng-13292	241	27	42	42	NUM
fumecheng-13292	241	28	)	)	PUNCT
fumecheng-13292	241	29	where	where	SCONJ
fumecheng-13292	241	30	,	,	PUNCT
fumecheng-13292	241	31	u	u	PRON
fumecheng-13292	241	32	obeys	obey	VERB
fumecheng-13292	241	33	a	a	DET
fumecheng-13292	241	34	normal	normal	ADJ
fumecheng-13292	241	35	distribution	distribution	NOUN
fumecheng-13292	241	36	,	,	PUNCT
fumecheng-13292	241	37	i.e.	i.e.	X
fumecheng-13292	241	38	u	u	NOUN
fumecheng-13292	241	39			NOUN
fumecheng-13292	241	40	n(0,2	n(0,2	NOUN
fumecheng-13292	241	41	)	)	PUNCT
fumecheng-13292	241	42	,	,	PUNCT
fumecheng-13292	241	43	and	and	CCONJ
fumecheng-13292	241	44	v	v	NOUN
fumecheng-13292	241	45	obeys	obey	VERB
fumecheng-13292	241	46	a	a	DET
fumecheng-13292	241	47	standard	standard	ADJ
fumecheng-13292	241	48	normal	normal	ADJ
fumecheng-13292	241	49	distribution	distribution	NOUN
fumecheng-13292	241	50	,	,	PUNCT
fumecheng-13292	241	51	i.e.	i.e.	X
fumecheng-13292	241	52	v	v	ADP
fumecheng-13292	241	53			NOUN
fumecheng-13292	241	54	n(0,1	n(0,1	NOUN
fumecheng-13292	241	55	)	)	PUNCT
fumecheng-13292	241	56	.	.	PUNCT
fumecheng-13292	242	1	the	the	DET
fumecheng-13292	242	2	value	value	NOUN
fumecheng-13292	242	3	of	of	ADP
fumecheng-13292	242	4	σ	σ	PROPN
fumecheng-13292	242	5	is	be	AUX
fumecheng-13292	242	6	taken	take	VERB
fumecheng-13292	242	7	as	as	SCONJ
fumecheng-13292	242	8	follows	follow	VERB
fumecheng-13292	242	9	:	:	PUNCT
fumecheng-13292	243	1	1	1	NUM
fumecheng-13292	243	2	1	1	NUM
fumecheng-13292	243	3	2	2	NUM
fumecheng-13292	243	4	sin	sin	NOUN
fumecheng-13292	243	5	2	2	NUM
fumecheng-13292	243	6	2	2	NUM
fumecheng-13292	243	7	1	1	NUM
fumecheng-13292	243	8	2	2	NUM
fumecheng-13292	243	9			NOUN
fumecheng-13292	243	10			PROPN
fumecheng-13292	243	11			NOUN
fumecheng-13292	244	1			PROPN
fumecheng-13292	244	2			PROPN
fumecheng-13292	244	3			PROPN
fumecheng-13292	244	4	−	−	PROPN
fumecheng-13292	245	1			PROPN
fumecheng-13292	245	2			PROPN
fumecheng-13292	245	3			PROPN
fumecheng-13292	245	4	(+	(+	ADV
fumecheng-13292	245	5	)	)	PUNCT
fumecheng-13292	246	1			X
fumecheng-13292	246	2			NOUN
fumecheng-13292	246	3			PROPN
fumecheng-13292	246	4			PROPN
fumecheng-13292	246	5			NOUN
fumecheng-13292	246	6			PUNCT
fumecheng-13292	246	7	=	=	PUNCT
fumecheng-13292	246	8			NOUN
fumecheng-13292	246	9	+	+	NOUN
fumecheng-13292	246	10			PROPN
fumecheng-13292	246	11			PROPN
fumecheng-13292	246	12			PROPN
fumecheng-13292	247	1			PRON
fumecheng-13292	247	2			PROPN
fumecheng-13292	248	1			PROPN
fumecheng-13292	248	2			PROPN
fumecheng-13292	248	3			PROPN
fumecheng-13292	248	4	(	(	PUNCT
fumecheng-13292	248	5	43	43	NUM
fumecheng-13292	248	6	)	)	PUNCT
fumecheng-13292	248	7	generally	generally	ADV
fumecheng-13292	248	8	speaking	speak	VERB
fumecheng-13292	248	9	,	,	PUNCT
fumecheng-13292	248	10	the	the	DET
fumecheng-13292	248	11	range	range	NOUN
fumecheng-13292	248	12	of	of	ADP
fumecheng-13292	248	13	values	value	NOUN
fumecheng-13292	248	14	for	for	ADP
fumecheng-13292	248	15	β	β	X
fumecheng-13292	248	16	is	be	AUX
fumecheng-13292	248	17	1≤β≤3	1≤β≤3	NUM
fumecheng-13292	248	18	,	,	PUNCT
fumecheng-13292	248	19	which	which	PRON
fumecheng-13292	248	20	is	be	AUX
fumecheng-13292	248	21	taken	take	VERB
fumecheng-13292	248	22	as	as	ADP
fumecheng-13292	248	23	1.5	1.5	NUM
fumecheng-13292	248	24	in	in	ADP
fumecheng-13292	248	25	this	this	DET
fumecheng-13292	248	26	paper	paper	NOUN
fumecheng-13292	248	27	.	.	PUNCT
fumecheng-13292	249	1	a	a	DET
fumecheng-13292	249	2	rolling	rolling	ADJ
fumecheng-13292	249	3	bearing	bear	VERB
fumecheng-13292	249	4	fault	fault	NOUN
fumecheng-13292	249	5	diagnosis	diagnosis	NOUN
fumecheng-13292	249	6	method	method	NOUN
fumecheng-13292	249	7	based	base	VERB
fumecheng-13292	249	8	on	on	ADP
fumecheng-13292	249	9	extreme	extreme	ADJ
fumecheng-13292	249	10	learning	learning	NOUN
fumecheng-13292	249	11	machine	machine	NOUN
fumecheng-13292	249	12	...	...	PUNCT
fumecheng-13292	249	13	893	893	NUM
fumecheng-13292	249	14	3.3.4	3.3.4	NUM
fumecheng-13292	249	15	.	.	PUNCT
fumecheng-13292	249	16	iwoa	iwoa	ADJ
fumecheng-13292	249	17	algorithm	algorithm	NOUN
fumecheng-13292	249	18	performance	performance	NOUN
fumecheng-13292	249	19	test	test	NOUN
fumecheng-13292	249	20	in	in	ADP
fumecheng-13292	249	21	order	order	NOUN
fumecheng-13292	249	22	to	to	PART
fumecheng-13292	249	23	verify	verify	VERB
fumecheng-13292	249	24	the	the	DET
fumecheng-13292	249	25	feasibility	feasibility	NOUN
fumecheng-13292	249	26	of	of	ADP
fumecheng-13292	249	27	the	the	DET
fumecheng-13292	249	28	algorithm	algorithm	NOUN
fumecheng-13292	249	29	,	,	PUNCT
fumecheng-13292	249	30	8	8	NUM
fumecheng-13292	249	31	benchmark	benchmark	NOUN
fumecheng-13292	249	32	test	test	NOUN
fumecheng-13292	249	33	functions	function	NOUN
fumecheng-13292	249	34	are	be	AUX
fumecheng-13292	249	35	chosen	choose	VERB
fumecheng-13292	249	36	to	to	PART
fumecheng-13292	249	37	evaluate	evaluate	VERB
fumecheng-13292	249	38	the	the	DET
fumecheng-13292	249	39	iwoa	iwoa	ADJ
fumecheng-13292	249	40	algorithm	algorithm	NOUN
fumecheng-13292	249	41	.	.	PUNCT
fumecheng-13292	250	1	table	table	NOUN
fumecheng-13292	250	2	1	1	NUM
fumecheng-13292	250	3	displays	display	VERB
fumecheng-13292	250	4	the	the	DET
fumecheng-13292	250	5	test	test	NOUN
fumecheng-13292	250	6	functions	function	NOUN
fumecheng-13292	250	7	.	.	PUNCT
fumecheng-13292	251	1	for	for	ADP
fumecheng-13292	251	2	each	each	DET
fumecheng-13292	251	3	benchmark	benchmark	NOUN
fumecheng-13292	251	4	function	function	NOUN
fumecheng-13292	251	5	,	,	PUNCT
fumecheng-13292	251	6	iwoa	iwoa	PROPN
fumecheng-13292	251	7	is	be	AUX
fumecheng-13292	251	8	compared	compare	VERB
fumecheng-13292	251	9	with	with	ADP
fumecheng-13292	251	10	woa	woa	PROPN
fumecheng-13292	251	11	,	,	PUNCT
fumecheng-13292	251	12	obcwoa	obcwoa	VERB
fumecheng-13292	252	1	[	[	PUNCT
fumecheng-13292	252	2	31	31	NUM
fumecheng-13292	252	3	]	]	PUNCT
fumecheng-13292	252	4	,	,	PUNCT
fumecheng-13292	252	5	remwoa	remwoa	VERB
fumecheng-13292	252	6	[	[	X
fumecheng-13292	252	7	32	32	NUM
fumecheng-13292	252	8	]	]	PUNCT
fumecheng-13292	252	9	,	,	PUNCT
fumecheng-13292	252	10	gwo	gwo	PROPN
fumecheng-13292	253	1	[	[	X
fumecheng-13292	253	2	33	33	NUM
fumecheng-13292	253	3	]	]	PUNCT
fumecheng-13292	253	4	and	and	CCONJ
fumecheng-13292	253	5	goa	goa	PROPN
fumecheng-13292	254	1	[	[	X
fumecheng-13292	254	2	34	34	NUM
fumecheng-13292	254	3	]	]	PUNCT
fumecheng-13292	254	4	,	,	PUNCT
fumecheng-13292	254	5	ssa	ssa	PROPN
fumecheng-13292	254	6	[	[	X
fumecheng-13292	254	7	35	35	NUM
fumecheng-13292	254	8	]	]	PUNCT
fumecheng-13292	254	9	.	.	PUNCT
fumecheng-13292	255	1	the	the	DET
fumecheng-13292	255	2	population	population	NOUN
fumecheng-13292	255	3	size	size	NOUN
fumecheng-13292	255	4	is	be	AUX
fumecheng-13292	255	5	set	set	VERB
fumecheng-13292	255	6	to	to	ADP
fumecheng-13292	255	7	30	30	NUM
fumecheng-13292	255	8	and	and	CCONJ
fumecheng-13292	255	9	the	the	DET
fumecheng-13292	255	10	maximum	maximum	ADJ
fumecheng-13292	255	11	number	number	NOUN
fumecheng-13292	255	12	of	of	ADP
fumecheng-13292	255	13	iterations	iteration	NOUN
fumecheng-13292	255	14	is	be	AUX
fumecheng-13292	255	15	500.the	500.the	DET
fumecheng-13292	255	16	parameters	parameter	NOUN
fumecheng-13292	255	17	of	of	ADP
fumecheng-13292	255	18	the	the	DET
fumecheng-13292	255	19	obcwoa	obcwoa	ADJ
fumecheng-13292	255	20	method	method	NOUN
fumecheng-13292	255	21	are	be	AUX
fumecheng-13292	255	22	configured	configure	VERB
fumecheng-13292	255	23	as	as	SCONJ
fumecheng-13292	255	24	follows	follow	VERB
fumecheng-13292	255	25	:	:	PUNCT
fumecheng-13292	256	1	a=4	a=4	ADV
fumecheng-13292	256	2	,	,	PUNCT
fumecheng-13292	256	3	k=1	k=1	X
fumecheng-13292	256	4	.	.	PUNCT
fumecheng-13292	257	1	the	the	DET
fumecheng-13292	257	2	relevant	relevant	ADJ
fumecheng-13292	257	3	parameters	parameter	NOUN
fumecheng-13292	257	4	of	of	ADP
fumecheng-13292	257	5	goa	goa	PROPN
fumecheng-13292	257	6	algorithm	algorithm	PROPN
fumecheng-13292	257	7	are	be	AUX
fumecheng-13292	257	8	cmax=1	cmax=1	PROPN
fumecheng-13292	257	9	and	and	CCONJ
fumecheng-13292	257	10	cmin=0.00004	cmin=0.00004	PROPN
fumecheng-13292	257	11	.	.	PUNCT
fumecheng-13292	258	1	the	the	DET
fumecheng-13292	258	2	ssa	ssa	PROPN
fumecheng-13292	258	3	algorithm	algorithm	NOUN
fumecheng-13292	258	4	is	be	AUX
fumecheng-13292	258	5	set	set	VERB
fumecheng-13292	258	6	to	to	PART
fumecheng-13292	258	7	st=0.8	st=0.8	VERB
fumecheng-13292	258	8	,	,	PUNCT
fumecheng-13292	258	9	the	the	DET
fumecheng-13292	258	10	proportion	proportion	NOUN
fumecheng-13292	258	11	of	of	ADP
fumecheng-13292	258	12	producers	producer	NOUN
fumecheng-13292	258	13	is	be	AUX
fumecheng-13292	258	14	20	20	NUM
fumecheng-13292	258	15	%	%	NOUN
fumecheng-13292	258	16	and	and	CCONJ
fumecheng-13292	258	17	the	the	DET
fumecheng-13292	258	18	proportion	proportion	NOUN
fumecheng-13292	258	19	of	of	ADP
fumecheng-13292	258	20	scouts	scout	NOUN
fumecheng-13292	258	21	is	be	AUX
fumecheng-13292	258	22	10	10	NUM
fumecheng-13292	258	23	%	%	NOUN
fumecheng-13292	258	24	.	.	PUNCT
fumecheng-13292	259	1	table	table	NOUN
fumecheng-13292	259	2	1	1	NUM
fumecheng-13292	259	3	functions	function	NOUN
fumecheng-13292	259	4	for	for	ADP
fumecheng-13292	259	5	testing	test	VERB
fumecheng-13292	259	6	fig	fig	NOUN
fumecheng-13292	259	7	.	.	PUNCT
fumecheng-13292	260	1	4	4	NUM
fumecheng-13292	260	2	illustrates	illustrate	VERB
fumecheng-13292	260	3	the	the	DET
fumecheng-13292	260	4	iterative	iterative	NOUN
fumecheng-13292	260	5	optimization	optimization	NOUN
fumecheng-13292	260	6	process	process	NOUN
fumecheng-13292	260	7	of	of	ADP
fumecheng-13292	260	8	several	several	ADJ
fumecheng-13292	260	9	algorithms	algorithm	NOUN
fumecheng-13292	260	10	.	.	PUNCT
fumecheng-13292	261	1	it	it	PRON
fumecheng-13292	261	2	can	can	AUX
fumecheng-13292	261	3	be	be	AUX
fumecheng-13292	261	4	seen	see	VERB
fumecheng-13292	261	5	that	that	SCONJ
fumecheng-13292	261	6	the	the	DET
fumecheng-13292	261	7	original	original	ADJ
fumecheng-13292	261	8	woa	woa	INTJ
fumecheng-13292	261	9	has	have	VERB
fumecheng-13292	261	10	a	a	DET
fumecheng-13292	261	11	slow	slow	ADJ
fumecheng-13292	261	12	convergence	convergence	NOUN
fumecheng-13292	261	13	rate	rate	NOUN
fumecheng-13292	261	14	.	.	PUNCT
fumecheng-13292	262	1	although	although	SCONJ
fumecheng-13292	262	2	the	the	DET
fumecheng-13292	262	3	convergence	convergence	NOUN
fumecheng-13292	262	4	speed	speed	NOUN
fumecheng-13292	262	5	of	of	ADP
fumecheng-13292	262	6	obcwoa	obcwoa	ADJ
fumecheng-13292	262	7	and	and	CCONJ
fumecheng-13292	262	8	remwoa	remwoa	VERB
fumecheng-13292	262	9	has	have	AUX
fumecheng-13292	262	10	improved	improve	VERB
fumecheng-13292	262	11	,	,	PUNCT
fumecheng-13292	262	12	it	it	PRON
fumecheng-13292	262	13	is	be	AUX
fumecheng-13292	262	14	easy	easy	ADJ
fumecheng-13292	262	15	to	to	PART
fumecheng-13292	262	16	fall	fall	VERB
fumecheng-13292	262	17	into	into	ADP
fumecheng-13292	262	18	local	local	ADJ
fumecheng-13292	262	19	optimum	optimum	NOUN
fumecheng-13292	262	20	in	in	ADP
fumecheng-13292	262	21	different	different	ADJ
fumecheng-13292	262	22	test	test	NOUN
fumecheng-13292	262	23	functions	function	NOUN
fumecheng-13292	262	24	.	.	PUNCT
fumecheng-13292	263	1	iwoa	iwoa	PROPN
fumecheng-13292	263	2	improves	improve	VERB
fumecheng-13292	263	3	the	the	DET
fumecheng-13292	263	4	original	original	ADJ
fumecheng-13292	263	5	whale	whale	NOUN
fumecheng-13292	263	6	optimization	optimization	NOUN
fumecheng-13292	263	7	algorithm	algorithm	NOUN
fumecheng-13292	263	8	by	by	ADP
fumecheng-13292	263	9	using	use	VERB
fumecheng-13292	263	10	multiple	multiple	ADJ
fumecheng-13292	263	11	optimization	optimization	NOUN
fumecheng-13292	263	12	strategies	strategy	NOUN
fumecheng-13292	263	13	and	and	CCONJ
fumecheng-13292	263	14	improves	improve	VERB
fumecheng-13292	263	15	the	the	DET
fumecheng-13292	263	16	optimization	optimization	NOUN
fumecheng-13292	263	17	capability	capability	NOUN
fumecheng-13292	263	18	of	of	ADP
fumecheng-13292	263	19	woa	woa	NOUN
fumecheng-13292	263	20	.	.	PUNCT
fumecheng-13292	264	1	the	the	DET
fumecheng-13292	264	2	iwoa	iwoa	ADJ
fumecheng-13292	264	3	algorithm	algorithm	NOUN
fumecheng-13292	264	4	can	can	AUX
fumecheng-13292	264	5	jump	jump	VERB
fumecheng-13292	264	6	out	out	ADP
fumecheng-13292	264	7	of	of	ADP
fumecheng-13292	264	8	local	local	ADJ
fumecheng-13292	264	9	optima	optima	NOUN
fumecheng-13292	264	10	and	and	CCONJ
fumecheng-13292	264	11	find	find	VERB
fumecheng-13292	264	12	the	the	DET
fumecheng-13292	264	13	optimal	optimal	ADJ
fumecheng-13292	264	14	solution	solution	NOUN
fumecheng-13292	264	15	of	of	ADP
fumecheng-13292	264	16	the	the	DET
fumecheng-13292	264	17	function	function	NOUN
fumecheng-13292	264	18	in	in	ADP
fumecheng-13292	264	19	a	a	DET
fumecheng-13292	264	20	timely	timely	ADJ
fumecheng-13292	264	21	manner	manner	NOUN
fumecheng-13292	264	22	even	even	ADV
fumecheng-13292	264	23	when	when	SCONJ
fumecheng-13292	264	24	encountering	encounter	VERB
fumecheng-13292	264	25	local	local	ADJ
fumecheng-13292	264	26	optima	optima	NOUN
fumecheng-13292	264	27	,	,	PUNCT
fumecheng-13292	264	28	which	which	PRON
fumecheng-13292	264	29	improves	improve	VERB
fumecheng-13292	264	30	the	the	DET
fumecheng-13292	264	31	optimization	optimization	NOUN
fumecheng-13292	264	32	performance	performance	NOUN
fumecheng-13292	264	33	of	of	ADP
fumecheng-13292	264	34	the	the	DET
fumecheng-13292	264	35	algorithm	algorithm	NOUN
fumecheng-13292	264	36	.	.	PUNCT
fumecheng-13292	265	1	function	function	NOUN
fumecheng-13292	265	2	dim	dim	ADJ
fumecheng-13292	265	3	range	range	NOUN
fumecheng-13292	265	4	fmin	fmin	NOUN
fumecheng-13292	265	5	peak	peak	NOUN
fumecheng-13292	265	6	2	2	NUM
fumecheng-13292	265	7	1	1	NUM
fumecheng-13292	265	8	1	1	NUM
fumecheng-13292	265	9	(	(	PUNCT
fumecheng-13292	265	10	)	)	PUNCT
fumecheng-13292	266	1	n	n	CCONJ
fumecheng-13292	266	2	i	i	PRON
fumecheng-13292	267	1	i	i	PRON
fumecheng-13292	267	2	f	f	NOUN
fumecheng-13292	268	1	x	x	PUNCT
fumecheng-13292	268	2	x	x	SYM
fumecheng-13292	268	3	=	=	SYM
fumecheng-13292	268	4	=	=	NOUN
fumecheng-13292	268	5			X
fumecheng-13292	268	6	30	30	NUM
fumecheng-13292	269	1	[	[	X
fumecheng-13292	269	2	-100,100	-100,100	X
fumecheng-13292	269	3	]	]	X
fumecheng-13292	269	4	0	0	NUM
fumecheng-13292	269	5	single	single	ADJ
fumecheng-13292	269	6	2	2	NUM
fumecheng-13292	269	7	1	1	NUM
fumecheng-13292	269	8	1	1	NUM
fumecheng-13292	269	9	(	(	PUNCT
fumecheng-13292	269	10	)	)	PUNCT
fumecheng-13292	269	11	nn	nn	INTJ
fumecheng-13292	270	1	i	i	PRON
fumecheng-13292	270	2	i	i	PRON
fumecheng-13292	271	1	i	i	PRON
fumecheng-13292	272	1	i	i	PRON
fumecheng-13292	272	2	f	f	VERB
fumecheng-13292	273	1	xx	xx	NUM
fumecheng-13292	273	2	x	x	PUNCT
fumecheng-13292	274	1	=	=	PUNCT
fumecheng-13292	274	2	=	=	PUNCT
fumecheng-13292	275	1	=	=	PUNCT
fumecheng-13292	275	2	+	+	NOUN
fumecheng-13292	275	3			X
fumecheng-13292	275	4			NUM
fumecheng-13292	275	5	30	30	NUM
fumecheng-13292	275	6	[	[	X
fumecheng-13292	275	7	-10,10	-10,10	X
fumecheng-13292	275	8	]	]	SYM
fumecheng-13292	275	9	0	0	NUM
fumecheng-13292	275	10	single	single	ADJ
fumecheng-13292	275	11	2	2	NUM
fumecheng-13292	275	12	3	3	NUM
fumecheng-13292	275	13	1	1	NUM
fumecheng-13292	275	14	1	1	NUM
fumecheng-13292	275	15	(	(	PUNCT
fumecheng-13292	275	16	)	)	PUNCT
fumecheng-13292	275	17	n	n	ADV
fumecheng-13292	276	1	i	i	PRON
fumecheng-13292	276	2	j	j	VERB
fumecheng-13292	277	1	i	i	PRON
fumecheng-13292	277	2	j	j	NOUN
fumecheng-13292	278	1	f	f	NOUN
fumecheng-13292	278	2	x	x	PUNCT
fumecheng-13292	278	3	x	x	X
fumecheng-13292	278	4	=	=	PUNCT
fumecheng-13292	278	5	−	−	PROPN
fumecheng-13292	278	6			NOUN
fumecheng-13292	278	7			NOUN
fumecheng-13292	279	1	=	=	SYM
fumecheng-13292	279	2			PROPN
fumecheng-13292	279	3			PROPN
fumecheng-13292	280	1			PROPN
fumecheng-13292	280	2			PROPN
fumecheng-13292	280	3			X
fumecheng-13292	280	4			X
fumecheng-13292	280	5	30	30	NUM
fumecheng-13292	281	1	[	[	X
fumecheng-13292	281	2	-100,100	-100,100	X
fumecheng-13292	281	3	]	]	X
fumecheng-13292	281	4	0	0	NUM
fumecheng-13292	281	5	single	single	ADJ
fumecheng-13292	281	6	4	4	NUM
fumecheng-13292	281	7	4	4	NUM
fumecheng-13292	281	8	1	1	NUM
fumecheng-13292	281	9	(	(	PUNCT
fumecheng-13292	281	10	)	)	PUNCT
fumecheng-13292	282	1	[	[	X
fumecheng-13292	282	2	0,1	0,1	NUM
fumecheng-13292	282	3	)	)	PUNCT
fumecheng-13292	283	1	n	n	CCONJ
fumecheng-13292	284	1	i	i	PRON
fumecheng-13292	285	1	i	i	PRON
fumecheng-13292	285	2	f	f	NOUN
fumecheng-13292	286	1	x	x	X
fumecheng-13292	286	2	ix	ix	ADV
fumecheng-13292	286	3	random	random	ADJ
fumecheng-13292	286	4	=	=	PUNCT
fumecheng-13292	287	1	=	=	SYM
fumecheng-13292	287	2	+	+	NOUN
fumecheng-13292	287	3			X
fumecheng-13292	287	4	30	30	NUM
fumecheng-13292	287	5	[	[	X
fumecheng-13292	287	6	-1.28,1.28	-1.28,1.28	X
fumecheng-13292	287	7	]	]	X
fumecheng-13292	287	8	0	0	NUM
fumecheng-13292	287	9	single	single	ADJ
fumecheng-13292	287	10	2	2	NUM
fumecheng-13292	287	11	5	5	NUM
fumecheng-13292	287	12	1	1	NUM
fumecheng-13292	287	13	(	(	PUNCT
fumecheng-13292	287	14	)	)	PUNCT
fumecheng-13292	287	15	10cos(2	10cos(2	NUM
fumecheng-13292	287	16	)	)	PUNCT
fumecheng-13292	287	17	10	10	NUM
fumecheng-13292	288	1	n	n	NOUN
fumecheng-13292	288	2	i	i	PRON
fumecheng-13292	289	1	i	i	PRON
fumecheng-13292	289	2	i	i	PRON
fumecheng-13292	290	1	f	f	VERB
fumecheng-13292	290	2	x	x	X
fumecheng-13292	290	3	x	x	X
fumecheng-13292	290	4	x	x	PROPN
fumecheng-13292	290	5	=	=	SYM
fumecheng-13292	290	6			PROPN
fumecheng-13292	291	1	=	=	NOUN
fumecheng-13292	291	2	−	−	PROPN
fumecheng-13292	292	1	+	+	NOUN
fumecheng-13292	292	2			X
fumecheng-13292	292	3			VERB
fumecheng-13292	292	4	30	30	NUM
fumecheng-13292	293	1	[	[	X
fumecheng-13292	293	2	-5.12,5.12	-5.12,5.12	X
fumecheng-13292	293	3	]	]	X
fumecheng-13292	293	4	0	0	PUNCT
fumecheng-13292	293	5	multiple	multiple	ADJ
fumecheng-13292	293	6	2	2	NUM
fumecheng-13292	293	7	6	6	NUM
fumecheng-13292	293	8	1	1	NUM
fumecheng-13292	293	9	1	1	NUM
fumecheng-13292	293	10	1	1	NUM
fumecheng-13292	293	11	(	(	PUNCT
fumecheng-13292	293	12	)	)	PUNCT
fumecheng-13292	293	13	20exp	20exp	NOUN
fumecheng-13292	293	14	0.2	0.2	NUM
fumecheng-13292	293	15	1	1	NUM
fumecheng-13292	293	16	exp	exp	NOUN
fumecheng-13292	293	17	cos(2	cos(2	NOUN
fumecheng-13292	293	18	)	)	PUNCT
fumecheng-13292	294	1	20	20	NUM
fumecheng-13292	294	2	n	n	NOUN
fumecheng-13292	294	3	i	i	PRON
fumecheng-13292	295	1	i	i	PRON
fumecheng-13292	296	1	n	n	VERB
fumecheng-13292	297	1	i	i	PRON
fumecheng-13292	297	2	i	i	PRON
fumecheng-13292	297	3	f	f	NOUN
fumecheng-13292	297	4	x	x	X
fumecheng-13292	297	5	x	x	VERB
fumecheng-13292	297	6	n	n	PROPN
fumecheng-13292	297	7	x	x	SYM
fumecheng-13292	297	8	e	e	NOUN
fumecheng-13292	297	9	n	n	X
fumecheng-13292	297	10			ADJ
fumecheng-13292	297	11	=	=	SYM
fumecheng-13292	297	12	=	=	NOUN
fumecheng-13292	297	13			NOUN
fumecheng-13292	297	14			NOUN
fumecheng-13292	297	15	=	=	PUNCT
fumecheng-13292	298	1	−	−	PROPN
fumecheng-13292	299	1	−	−	PROPN
fumecheng-13292	299	2			PROPN
fumecheng-13292	300	1			PROPN
fumecheng-13292	300	2			PROPN
fumecheng-13292	301	1			PROPN
fumecheng-13292	301	2			NOUN
fumecheng-13292	301	3			VERB
fumecheng-13292	301	4			NOUN
fumecheng-13292	301	5	−	−	PROPN
fumecheng-13292	302	1	+	+	CCONJ
fumecheng-13292	302	2	+	+	ADJ
fumecheng-13292	302	3			ADJ
fumecheng-13292	302	4			CCONJ
fumecheng-13292	302	5			PROPN
fumecheng-13292	302	6			PROPN
fumecheng-13292	302	7			X
fumecheng-13292	302	8			X
fumecheng-13292	302	9	30	30	NUM
fumecheng-13292	303	1	[	[	X
fumecheng-13292	303	2	-32,32	-32,32	X
fumecheng-13292	303	3	]	]	X
fumecheng-13292	303	4	0	0	PUNCT
fumecheng-13292	303	5	multiple	multiple	ADJ
fumecheng-13292	303	6	2	2	NUM
fumecheng-13292	303	7	7	7	NUM
fumecheng-13292	303	8	1	1	NUM
fumecheng-13292	303	9	1	1	NUM
fumecheng-13292	303	10	1	1	NUM
fumecheng-13292	303	11	(	(	PUNCT
fumecheng-13292	303	12	)	)	PUNCT
fumecheng-13292	303	13	cos	cos	ADP
fumecheng-13292	303	14	1	1	NUM
fumecheng-13292	303	15	400	400	NUM
fumecheng-13292	303	16	nn	nn	INTJ
fumecheng-13292	304	1	i	i	PRON
fumecheng-13292	304	2	i	i	PRON
fumecheng-13292	305	1	i	i	PRON
fumecheng-13292	305	2	i	i	VERB
fumecheng-13292	305	3	x	x	X
fumecheng-13292	306	1	f	f	NOUN
fumecheng-13292	306	2	x	x	X
fumecheng-13292	306	3	x	x	X
fumecheng-13292	306	4	i=	i=	PROPN
fumecheng-13292	306	5	=	=	PUNCT
fumecheng-13292	307	1	=	=	PUNCT
fumecheng-13292	308	1	−	−	PROPN
fumecheng-13292	308	2	+	+	NOUN
fumecheng-13292	308	3			X
fumecheng-13292	308	4			NUM
fumecheng-13292	308	5	30	30	NUM
fumecheng-13292	309	1	[	[	X
fumecheng-13292	309	2	-600,600	-600,600	X
fumecheng-13292	309	3	]	]	X
fumecheng-13292	309	4	0	0	PUNCT
fumecheng-13292	309	5	multiple	multiple	ADJ
fumecheng-13292	309	6	2	2	NUM
fumecheng-13292	309	7	211	211	NUM
fumecheng-13292	309	8	1	1	NUM
fumecheng-13292	309	9	2	2	NUM
fumecheng-13292	309	10	8	8	NUM
fumecheng-13292	309	11	2	2	NUM
fumecheng-13292	309	12	1	1	NUM
fumecheng-13292	309	13	3	3	NUM
fumecheng-13292	309	14	4	4	NUM
fumecheng-13292	309	15	)	)	PUNCT
fumecheng-13292	310	1	(	(	PUNCT
fumecheng-13292	310	2	)	)	PUNCT
fumecheng-13292	310	3	(	(	PUNCT
fumecheng-13292	310	4	i	i	PRON
fumecheng-13292	310	5	i	i	PRON
fumecheng-13292	311	1	i	i	PRON
fumecheng-13292	311	2	i	i	PRON
fumecheng-13292	312	1	i	i	PRON
fumecheng-13292	312	2	i	i	VERB
fumecheng-13292	312	3	x	x	X
fumecheng-13292	313	1	b	b	X
fumecheng-13292	313	2	b	b	X
fumecheng-13292	313	3	x	x	SYM
fumecheng-13292	313	4	f	f	PROPN
fumecheng-13292	313	5	x	x	X
fumecheng-13292	313	6	a	a	DET
fumecheng-13292	313	7	b	b	PROPN
fumecheng-13292	313	8	b	b	PROPN
fumecheng-13292	313	9	x	x	PROPN
fumecheng-13292	313	10	x=	x=	PROPN
fumecheng-13292	313	11			PROPN
fumecheng-13292	313	12	+	+	NOUN
fumecheng-13292	313	13	=	=	PUNCT
fumecheng-13292	313	14	−	−	PUNCT
fumecheng-13292	313	15			PROPN
fumecheng-13292	314	1	+	+	CCONJ
fumecheng-13292	314	2	+	+	ADJ
fumecheng-13292	314	3			NOUN
fumecheng-13292	314	4			PROPN
fumecheng-13292	314	5			X
fumecheng-13292	314	6	4	4	NUM
fumecheng-13292	314	7	[	[	X
fumecheng-13292	314	8	-5,5	-5,5	X
fumecheng-13292	314	9	]	]	X
fumecheng-13292	314	10	0.0003	0.0003	NUM
fumecheng-13292	314	11	multiple	multiple	ADJ
fumecheng-13292	314	12	894	894	NUM
fumecheng-13292	314	13	x.	x.	NOUN
fumecheng-13292	314	14	li	li	PROPN
fumecheng-13292	314	15	,	,	PUNCT
fumecheng-13292	314	16	s.	s.	PROPN
fumecheng-13292	314	17	guo	guo	PROPN
fumecheng-13292	314	18	,	,	PUNCT
fumecheng-13292	314	19	d.	d.	PROPN
fumecheng-13292	314	20	sun	sun	PROPN
fumecheng-13292	314	21	,	,	PUNCT
fumecheng-13292	314	22	l.	l.	PROPN
fumecheng-13292	314	23	cao	cao	PROPN
fumecheng-13292	314	24	,	,	PUNCT
fumecheng-13292	314	25	c.	c.	PROPN
fumecheng-13292	314	26	li	li	PROPN
fumecheng-13292	314	27	,	,	PUNCT
fumecheng-13292	314	28	s.	s.	PROPN
fumecheng-13292	314	29	tian	tian	PROPN
fumecheng-13292	314	30	,	,	PUNCT
fumecheng-13292	314	31	p.	p.	PROPN
fumecheng-13292	314	32	liu	liu	PROPN
fumecheng-13292	314	33	,	,	PUNCT
fumecheng-13292	314	34	y.	y.	PROPN
fumecheng-13292	314	35	qi	qi	PROPN
fumecheng-13292	314	36	(	(	PUNCT
fumecheng-13292	314	37	a	a	NOUN
fumecheng-13292	314	38	)	)	PUNCT
fumecheng-13292	314	39	(	(	PUNCT
fumecheng-13292	314	40	b	b	X
fumecheng-13292	314	41	)	)	PUNCT
fumecheng-13292	314	42	(	(	PUNCT
fumecheng-13292	314	43	c	c	X
fumecheng-13292	314	44	)	)	PUNCT
fumecheng-13292	314	45	(	(	PUNCT
fumecheng-13292	314	46	d	d	X
fumecheng-13292	314	47	)	)	PUNCT
fumecheng-13292	314	48	a	a	DET
fumecheng-13292	314	49	rolling	rolling	ADJ
fumecheng-13292	314	50	bearing	bear	VERB
fumecheng-13292	314	51	fault	fault	NOUN
fumecheng-13292	314	52	diagnosis	diagnosis	NOUN
fumecheng-13292	314	53	method	method	NOUN
fumecheng-13292	314	54	based	base	VERB
fumecheng-13292	314	55	on	on	ADP
fumecheng-13292	314	56	extreme	extreme	ADJ
fumecheng-13292	314	57	learning	learning	NOUN
fumecheng-13292	314	58	machine	machine	NOUN
fumecheng-13292	314	59	...	...	PUNCT
fumecheng-13292	314	60	895	895	NUM
fumecheng-13292	314	61	(	(	PUNCT
fumecheng-13292	314	62	e	e	NOUN
fumecheng-13292	314	63	)	)	PUNCT
fumecheng-13292	314	64	(	(	PUNCT
fumecheng-13292	314	65	f	f	X
fumecheng-13292	314	66	)	)	PUNCT
fumecheng-13292	314	67	(	(	PUNCT
fumecheng-13292	314	68	g	g	NOUN
fumecheng-13292	314	69	)	)	PUNCT
fumecheng-13292	314	70	(	(	PUNCT
fumecheng-13292	314	71	h	h	NOUN
fumecheng-13292	314	72	)	)	PUNCT
fumecheng-13292	314	73	fig	fig	NOUN
fumecheng-13292	314	74	.	.	PUNCT
fumecheng-13292	315	1	4	4	NUM
fumecheng-13292	315	2	convergence	convergence	NOUN
fumecheng-13292	315	3	curves	curve	NOUN
fumecheng-13292	315	4	of	of	ADP
fumecheng-13292	315	5	8	8	NUM
fumecheng-13292	315	6	test	test	NOUN
fumecheng-13292	315	7	functions	function	NOUN
fumecheng-13292	315	8	:	:	PUNCT
fumecheng-13292	315	9	(	(	PUNCT
fumecheng-13292	315	10	a	a	X
fumecheng-13292	315	11	)	)	PUNCT
fumecheng-13292	315	12	f1(x	f1(x	NUM
fumecheng-13292	315	13	)	)	PUNCT
fumecheng-13292	315	14	;	;	PUNCT
fumecheng-13292	315	15	(	(	PUNCT
fumecheng-13292	315	16	b	b	X
fumecheng-13292	315	17	)	)	PUNCT
fumecheng-13292	315	18	f2(x	f2(x	NOUN
fumecheng-13292	315	19	)	)	PUNCT
fumecheng-13292	315	20	;	;	PUNCT
fumecheng-13292	315	21	(	(	PUNCT
fumecheng-13292	315	22	c	c	X
fumecheng-13292	315	23	)	)	PUNCT
fumecheng-13292	315	24	f3(x	f3(x	PROPN
fumecheng-13292	315	25	)	)	PUNCT
fumecheng-13292	315	26	;	;	PUNCT
fumecheng-13292	315	27	(	(	PUNCT
fumecheng-13292	315	28	d	d	X
fumecheng-13292	315	29	)	)	PUNCT
fumecheng-13292	315	30	f4(x	f4(x	NUM
fumecheng-13292	315	31	)	)	PUNCT
fumecheng-13292	315	32	;	;	PUNCT
fumecheng-13292	315	33	(	(	PUNCT
fumecheng-13292	315	34	e	e	X
fumecheng-13292	315	35	)	)	PUNCT
fumecheng-13292	315	36	f5(x	f5(x	NOUN
fumecheng-13292	315	37	)	)	PUNCT
fumecheng-13292	315	38	;	;	PUNCT
fumecheng-13292	315	39	(	(	PUNCT
fumecheng-13292	315	40	f	f	X
fumecheng-13292	315	41	)	)	PUNCT
fumecheng-13292	315	42	f6(x	f6(x	PROPN
fumecheng-13292	315	43	)	)	PUNCT
fumecheng-13292	315	44	;	;	PUNCT
fumecheng-13292	315	45	(	(	PUNCT
fumecheng-13292	315	46	g	g	NOUN
fumecheng-13292	315	47	)	)	PUNCT
fumecheng-13292	315	48	f7(x	f7(x	PROPN
fumecheng-13292	315	49	)	)	PUNCT
fumecheng-13292	315	50	;	;	PUNCT
fumecheng-13292	315	51	(	(	PUNCT
fumecheng-13292	315	52	h	h	NOUN
fumecheng-13292	315	53	)	)	PUNCT
fumecheng-13292	315	54	f8(x	f8(x	NOUN
fumecheng-13292	315	55	)	)	PUNCT
fumecheng-13292	315	56	896	896	NUM
fumecheng-13292	315	57	x.	x.	NOUN
fumecheng-13292	315	58	li	li	PROPN
fumecheng-13292	315	59	,	,	PUNCT
fumecheng-13292	315	60	s.	s.	PROPN
fumecheng-13292	315	61	guo	guo	PROPN
fumecheng-13292	315	62	,	,	PUNCT
fumecheng-13292	315	63	d.	d.	PROPN
fumecheng-13292	315	64	sun	sun	PROPN
fumecheng-13292	315	65	,	,	PUNCT
fumecheng-13292	315	66	l.	l.	PROPN
fumecheng-13292	315	67	cao	cao	PROPN
fumecheng-13292	315	68	,	,	PUNCT
fumecheng-13292	315	69	c.	c.	PROPN
fumecheng-13292	315	70	li	li	PROPN
fumecheng-13292	315	71	,	,	PUNCT
fumecheng-13292	315	72	s.	s.	PROPN
fumecheng-13292	315	73	tian	tian	PROPN
fumecheng-13292	315	74	,	,	PUNCT
fumecheng-13292	315	75	p.	p.	PROPN
fumecheng-13292	315	76	liu	liu	PROPN
fumecheng-13292	315	77	,	,	PUNCT
fumecheng-13292	315	78	y.	y.	PROPN
fumecheng-13292	315	79	qi	qi	PROPN
fumecheng-13292	315	80	all	all	DET
fumecheng-13292	315	81	algorithms	algorithm	NOUN
fumecheng-13292	315	82	were	be	AUX
fumecheng-13292	315	83	executed	execute	VERB
fumecheng-13292	315	84	30	30	NUM
fumecheng-13292	315	85	times	time	NOUN
fumecheng-13292	315	86	on	on	ADP
fumecheng-13292	315	87	the	the	DET
fumecheng-13292	315	88	8	8	NUM
fumecheng-13292	315	89	benchmark	benchmark	NOUN
fumecheng-13292	315	90	functions	function	NOUN
fumecheng-13292	315	91	,	,	PUNCT
fumecheng-13292	315	92	and	and	CCONJ
fumecheng-13292	315	93	the	the	DET
fumecheng-13292	315	94	average	average	ADJ
fumecheng-13292	315	95	values	value	NOUN
fumecheng-13292	315	96	were	be	AUX
fumecheng-13292	315	97	computed	compute	VERB
fumecheng-13292	315	98	.	.	PUNCT
fumecheng-13292	316	1	the	the	DET
fumecheng-13292	316	2	results	result	NOUN
fumecheng-13292	316	3	of	of	ADP
fumecheng-13292	316	4	experiment	experiment	NOUN
fumecheng-13292	316	5	are	be	AUX
fumecheng-13292	316	6	given	give	VERB
fumecheng-13292	316	7	in	in	ADP
fumecheng-13292	316	8	table	table	NOUN
fumecheng-13292	316	9	2	2	NUM
fumecheng-13292	316	10	.	.	PUNCT
fumecheng-13292	316	11	table	table	NOUN
fumecheng-13292	316	12	2	2	NUM
fumecheng-13292	316	13	optimization	optimization	NOUN
fumecheng-13292	316	14	performance	performance	NOUN
fumecheng-13292	316	15	of	of	ADP
fumecheng-13292	316	16	8	8	NUM
fumecheng-13292	316	17	benchmark	benchmark	NOUN
fumecheng-13292	316	18	functions	function	NOUN
fumecheng-13292	316	19	table	table	NOUN
fumecheng-13292	316	20	2	2	NUM
fumecheng-13292	316	21	illustrates	illustrate	VERB
fumecheng-13292	316	22	that	that	SCONJ
fumecheng-13292	316	23	the	the	DET
fumecheng-13292	316	24	woa	woa	NOUN
fumecheng-13292	316	25	is	be	AUX
fumecheng-13292	316	26	particularly	particularly	ADV
fumecheng-13292	316	27	obvious	obvious	ADJ
fumecheng-13292	316	28	disadvantaged	disadvantaged	ADJ
fumecheng-13292	316	29	when	when	SCONJ
fumecheng-13292	316	30	solving	solve	VERB
fumecheng-13292	316	31	for	for	ADP
fumecheng-13292	316	32	the	the	DET
fumecheng-13292	316	33	optimal	optimal	ADJ
fumecheng-13292	316	34	value	value	NOUN
fumecheng-13292	316	35	of	of	ADP
fumecheng-13292	316	36	high	high	ADJ
fumecheng-13292	316	37	dimensional	dimensional	ADJ
fumecheng-13292	316	38	functions	function	NOUN
fumecheng-13292	316	39	.	.	PUNCT
fumecheng-13292	317	1	the	the	DET
fumecheng-13292	317	2	reason	reason	NOUN
fumecheng-13292	317	3	for	for	ADP
fumecheng-13292	317	4	this	this	DET
fumecheng-13292	317	5	result	result	NOUN
fumecheng-13292	317	6	is	be	AUX
fumecheng-13292	317	7	that	that	SCONJ
fumecheng-13292	317	8	there	there	PRON
fumecheng-13292	317	9	are	be	VERB
fumecheng-13292	317	10	three	three	NUM
fumecheng-13292	317	11	ways	way	NOUN
fumecheng-13292	317	12	to	to	PART
fumecheng-13292	317	13	update	update	VERB
fumecheng-13292	317	14	it	it	PRON
fumecheng-13292	317	15	,	,	PUNCT
fumecheng-13292	317	16	but	but	CCONJ
fumecheng-13292	317	17	only	only	ADV
fumecheng-13292	317	18	one	one	NUM
fumecheng-13292	317	19	way	way	NOUN
fumecheng-13292	317	20	of	of	ADP
fumecheng-13292	317	21	obtaining	obtain	VERB
fumecheng-13292	317	22	the	the	DET
fumecheng-13292	317	23	exploration	exploration	NOUN
fumecheng-13292	317	24	,	,	PUNCT
fumecheng-13292	317	25	and	and	CCONJ
fumecheng-13292	317	26	the	the	DET
fumecheng-13292	317	27	probability	probability	NOUN
fumecheng-13292	317	28	of	of	ADP
fumecheng-13292	317	29	getting	get	VERB
fumecheng-13292	317	30	it	it	PRON
fumecheng-13292	317	31	is	be	AUX
fumecheng-13292	317	32	low	low	ADJ
fumecheng-13292	317	33	.	.	PUNCT
fumecheng-13292	318	1	therefore	therefore	ADV
fumecheng-13292	318	2	the	the	DET
fumecheng-13292	318	3	woa	woa	NOUN
fumecheng-13292	318	4	is	be	AUX
fumecheng-13292	318	5	prone	prone	ADJ
fumecheng-13292	318	6	to	to	ADP
fumecheng-13292	318	7	falling	fall	VERB
fumecheng-13292	318	8	into	into	ADP
fumecheng-13292	318	9	local	local	ADJ
fumecheng-13292	318	10	optima	optima	NOUN
fumecheng-13292	318	11	.	.	PUNCT
fumecheng-13292	319	1	compared	compare	VERB
fumecheng-13292	319	2	with	with	ADP
fumecheng-13292	319	3	woa	woa	INTJ
fumecheng-13292	319	4	,	,	PUNCT
fumecheng-13292	319	5	the	the	DET
fumecheng-13292	319	6	algorithm	algorithm	NOUN
fumecheng-13292	319	7	used	use	VERB
fumecheng-13292	319	8	in	in	ADP
fumecheng-13292	319	9	this	this	DET
fumecheng-13292	319	10	paper	paper	NOUN
fumecheng-13292	319	11	improves	improve	VERB
fumecheng-13292	319	12	the	the	DET
fumecheng-13292	319	13	convergence	convergence	NOUN
fumecheng-13292	319	14	accuracy	accuracy	NOUN
fumecheng-13292	319	15	of	of	ADP
fumecheng-13292	319	16	the	the	DET
fumecheng-13292	319	17	algorithm	algorithm	NOUN
fumecheng-13292	319	18	in	in	ADP
fumecheng-13292	319	19	later	late	ADJ
fumecheng-13292	319	20	iterations	iteration	NOUN
fumecheng-13292	319	21	through	through	ADP
fumecheng-13292	319	22	the	the	DET
fumecheng-13292	319	23	choice	choice	NOUN
fumecheng-13292	319	24	of	of	ADP
fumecheng-13292	319	25	convergence	convergence	NOUN
fumecheng-13292	319	26	factors	factor	NOUN
fumecheng-13292	319	27	and	and	CCONJ
fumecheng-13292	319	28	the	the	DET
fumecheng-13292	319	29	variational	variational	ADJ
fumecheng-13292	319	30	strategy	strategy	NOUN
fumecheng-13292	319	31	.	.	PUNCT
fumecheng-13292	320	1	meanwhile	meanwhile	ADV
fumecheng-13292	320	2	,	,	PUNCT
fumecheng-13292	320	3	compared	compare	VERB
fumecheng-13292	320	4	with	with	ADP
fumecheng-13292	320	5	other	other	ADJ
fumecheng-13292	320	6	improved	improve	VERB
fumecheng-13292	320	7	woa	woa	VERB
fumecheng-13292	320	8	,	,	PUNCT
fumecheng-13292	320	9	iwoa	iwoa	ADJ
fumecheng-13292	320	10	can	can	AUX
fumecheng-13292	320	11	also	also	ADV
fumecheng-13292	320	12	effectively	effectively	ADV
fumecheng-13292	320	13	solve	solve	VERB
fumecheng-13292	320	14	the	the	DET
fumecheng-13292	320	15	problem	problem	NOUN
fumecheng-13292	320	16	of	of	ADP
fumecheng-13292	320	17	algorithm	algorithm	NOUN
fumecheng-13292	320	18	falling	fall	VERB
fumecheng-13292	320	19	into	into	ADP
fumecheng-13292	320	20	local	local	ADJ
fumecheng-13292	320	21	extremes	extreme	NOUN
fumecheng-13292	320	22	.	.	PUNCT
fumecheng-13292	321	1	it	it	PRON
fumecheng-13292	321	2	shows	show	VERB
fumecheng-13292	321	3	significant	significant	ADJ
fumecheng-13292	321	4	advantages	advantage	NOUN
fumecheng-13292	321	5	over	over	ADP
fumecheng-13292	321	6	several	several	ADJ
fumecheng-13292	321	7	other	other	ADJ
fumecheng-13292	321	8	algorithms	algorithm	NOUN
fumecheng-13292	321	9	about	about	ADP
fumecheng-13292	321	10	convergence	convergence	NOUN
fumecheng-13292	321	11	accuracy	accuracy	NOUN
fumecheng-13292	321	12	and	and	CCONJ
fumecheng-13292	321	13	stability	stability	NOUN
fumecheng-13292	321	14	.	.	PUNCT
fumecheng-13292	322	1	3.4	3.4	NUM
fumecheng-13292	322	2	.	.	PUNCT
fumecheng-13292	322	3	iwoa	iwoa	VERB
fumecheng-13292	322	4	-	-	PUNCT
fumecheng-13292	322	5	elm	elm	NOUN
fumecheng-13292	322	6	fault	fault	NOUN
fumecheng-13292	322	7	diagnosis	diagnosis	NOUN
fumecheng-13292	322	8	model	model	NOUN
fumecheng-13292	322	9	in	in	ADP
fumecheng-13292	322	10	this	this	DET
fumecheng-13292	322	11	section	section	NOUN
fumecheng-13292	322	12	,	,	PUNCT
fumecheng-13292	322	13	the	the	DET
fumecheng-13292	322	14	iwoa	iwoa	ADJ
fumecheng-13292	322	15	algorithm	algorithm	NOUN
fumecheng-13292	322	16	is	be	AUX
fumecheng-13292	322	17	selected	select	VERB
fumecheng-13292	322	18	to	to	PART
fumecheng-13292	322	19	optimize	optimize	VERB
fumecheng-13292	322	20	the	the	DET
fumecheng-13292	322	21	input	input	NOUN
fumecheng-13292	322	22	weights	weight	NOUN
fumecheng-13292	322	23	and	and	CCONJ
fumecheng-13292	322	24	biases	bias	NOUN
fumecheng-13292	322	25	of	of	ADP
fumecheng-13292	322	26	the	the	DET
fumecheng-13292	322	27	elm	elm	NOUN
fumecheng-13292	322	28	model	model	NOUN
fumecheng-13292	322	29	,	,	PUNCT
fumecheng-13292	322	30	and	and	CCONJ
fumecheng-13292	322	31	use	use	VERB
fumecheng-13292	322	32	the	the	DET
fumecheng-13292	322	33	training	training	NOUN
fumecheng-13292	322	34	set	set	NOUN
fumecheng-13292	322	35	error	error	NOUN
fumecheng-13292	322	36	rate	rate	NOUN
fumecheng-13292	322	37	and	and	CCONJ
fumecheng-13292	322	38	validation	validation	NOUN
fumecheng-13292	322	39	set	set	VERB
fumecheng-13292	322	40	error	error	NOUN
fumecheng-13292	322	41	rate	rate	NOUN
fumecheng-13292	322	42	of	of	ADP
fumecheng-13292	322	43	the	the	DET
fumecheng-13292	322	44	extremum	extremum	ADJ
fumecheng-13292	322	45	learning	learn	VERB
fumecheng-13292	322	46	machine	machine	NOUN
fumecheng-13292	322	47	as	as	ADP
fumecheng-13292	322	48	fitness	fitness	NOUN
fumecheng-13292	322	49	values	value	NOUN
fumecheng-13292	322	50	,	,	PUNCT
fumecheng-13292	322	51	as	as	SCONJ
fumecheng-13292	322	52	described	describe	VERB
fumecheng-13292	322	53	in	in	ADP
fumecheng-13292	322	54	equation	equation	NOUN
fumecheng-13292	322	55	(	(	PUNCT
fumecheng-13292	322	56	44	44	NUM
fumecheng-13292	322	57	)	)	PUNCT
fumecheng-13292	322	58	,	,	PUNCT
fumecheng-13292	322	59	in	in	ADP
fumecheng-13292	322	60	order	order	NOUN
fumecheng-13292	322	61	to	to	PART
fumecheng-13292	322	62	improve	improve	VERB
fumecheng-13292	322	63	the	the	DET
fumecheng-13292	322	64	accuracy	accuracy	NOUN
fumecheng-13292	322	65	and	and	CCONJ
fumecheng-13292	322	66	generalization	generalization	NOUN
fumecheng-13292	322	67	ability	ability	NOUN
fumecheng-13292	322	68	of	of	ADP
fumecheng-13292	322	69	the	the	DET
fumecheng-13292	322	70	elm	elm	NOUN
fumecheng-13292	322	71	model	model	NOUN
fumecheng-13292	322	72	classification	classification	NOUN
fumecheng-13292	322	73	.	.	PUNCT
fumecheng-13292	323	1	the	the	DET
fumecheng-13292	323	2	feature	feature	NOUN
fumecheng-13292	323	3	set	set	NOUN
fumecheng-13292	323	4	is	be	AUX
fumecheng-13292	323	5	divided	divide	VERB
fumecheng-13292	323	6	into	into	ADP
fumecheng-13292	323	7	training	training	NOUN
fumecheng-13292	323	8	set	set	NOUN
fumecheng-13292	323	9	,	,	PUNCT
fumecheng-13292	323	10	validation	validation	NOUN
fumecheng-13292	323	11	set	set	NOUN
fumecheng-13292	323	12	and	and	CCONJ
fumecheng-13292	323	13	testing	testing	NOUN
fumecheng-13292	323	14	set	set	VERB
fumecheng-13292	323	15	as	as	ADP
fumecheng-13292	323	16	the	the	DET
fumecheng-13292	323	17	input	input	NOUN
fumecheng-13292	323	18	of	of	ADP
fumecheng-13292	323	19	elm	elm	NOUN
fumecheng-13292	323	20	,	,	PUNCT
fumecheng-13292	323	21	and	and	CCONJ
fumecheng-13292	323	22	the	the	DET
fumecheng-13292	323	23	minimum	minimum	PROPN
fumecheng-13292	323	24	fitness	fitness	NOUN
fumecheng-13292	323	25	value	value	NOUN
fumecheng-13292	323	26	fmin	fmin	NOUN
fumecheng-13292	323	27	and	and	CCONJ
fumecheng-13292	323	28	population	population	NOUN
fumecheng-13292	323	29	extreme	extreme	ADJ
fumecheng-13292	323	30	value	value	NOUN
fumecheng-13292	323	31	gbest	gb	ADJ
fumecheng-13292	323	32	and	and	CCONJ
fumecheng-13292	323	33	individual	individual	ADJ
fumecheng-13292	323	34	extreme	extreme	ADJ
fumecheng-13292	323	35	value	value	NOUN
fumecheng-13292	323	36	pbest	pbest	NOUN
fumecheng-13292	323	37	are	be	AUX
fumecheng-13292	323	38	obtained	obtain	VERB
fumecheng-13292	323	39	.	.	PUNCT
fumecheng-13292	324	1	the	the	DET
fumecheng-13292	324	2	optimal	optimal	ADJ
fumecheng-13292	324	3	solution	solution	NOUN
fumecheng-13292	324	4	,	,	PUNCT
fumecheng-13292	324	5	individual	individual	ADJ
fumecheng-13292	324	6	extreme	extreme	ADJ
fumecheng-13292	324	7	value	value	NOUN
fumecheng-13292	324	8	pbest	pb	ADJ
fumecheng-13292	324	9	and	and	CCONJ
fumecheng-13292	324	10	population	population	NOUN
fumecheng-13292	324	11	extreme	extreme	ADJ
fumecheng-13292	324	12	value	value	NOUN
fumecheng-13292	324	13	gbest	gbest	NOUN
fumecheng-13292	324	14	are	be	AUX
fumecheng-13292	324	15	updated	update	VERB
fumecheng-13292	324	16	iteratively	iteratively	ADV
fumecheng-13292	324	17	until	until	SCONJ
fumecheng-13292	324	18	the	the	DET
fumecheng-13292	324	19	best	good	ADJ
fumecheng-13292	324	20	fitness	fitness	NOUN
fumecheng-13292	324	21	value	value	NOUN
fumecheng-13292	324	22	is	be	AUX
fumecheng-13292	324	23	obtained	obtain	VERB
fumecheng-13292	324	24	or	or	CCONJ
fumecheng-13292	324	25	the	the	DET
fumecheng-13292	324	26	maximum	maximum	ADJ
fumecheng-13292	324	27	number	number	NOUN
fumecheng-13292	324	28	of	of	ADP
fumecheng-13292	324	29	iterations	iteration	NOUN
fumecheng-13292	324	30	is	be	AUX
fumecheng-13292	324	31	reached	reach	VERB
fumecheng-13292	324	32	,	,	PUNCT
fumecheng-13292	324	33	and	and	CCONJ
fumecheng-13292	324	34	the	the	DET
fumecheng-13292	324	35	optimal	optimal	ADJ
fumecheng-13292	324	36	hidden	hide	VERB
fumecheng-13292	324	37	layer	layer	NOUN
fumecheng-13292	324	38	weights	weight	NOUN
fumecheng-13292	324	39	and	and	CCONJ
fumecheng-13292	324	40	bias	bias	NOUN
fumecheng-13292	324	41	are	be	AUX
fumecheng-13292	324	42	obtained	obtain	VERB
fumecheng-13292	324	43	.	.	PUNCT
fumecheng-13292	324	44	2	2	NUM
fumecheng-13292	324	45	train	train	NOUN
fumecheng-13292	324	46	verifyfitne	verifyfitne	NOUN
fumecheng-13292	324	47	accuracyss	accuracyss	ADJ
fumecheng-13292	324	48	accuracy	accuracy	NOUN
fumecheng-13292	324	49	−=	−=	PUNCT
fumecheng-13292	324	50	−	−	PROPN
fumecheng-13292	324	51	(	(	PUNCT
fumecheng-13292	324	52	44	44	NUM
fumecheng-13292	324	53	)	)	PUNCT
fumecheng-13292	324	54	where	where	SCONJ
fumecheng-13292	324	55	,	,	PUNCT
fumecheng-13292	324	56	accuracytrain	accuracytrain	VERB
fumecheng-13292	324	57	and	and	CCONJ
fumecheng-13292	324	58	accuracyverify	accuracyverify	ADV
fumecheng-13292	324	59	represent	represent	VERB
fumecheng-13292	324	60	the	the	DET
fumecheng-13292	324	61	correct	correct	ADJ
fumecheng-13292	324	62	classification	classification	NOUN
fumecheng-13292	324	63	ratio	ratio	NOUN
fumecheng-13292	324	64	of	of	ADP
fumecheng-13292	324	65	training	training	NOUN
fumecheng-13292	324	66	set	set	NOUN
fumecheng-13292	324	67	and	and	CCONJ
fumecheng-13292	324	68	validation	validation	NOUN
fumecheng-13292	324	69	set	set	NOUN
fumecheng-13292	324	70	,	,	PUNCT
fumecheng-13292	324	71	respectively	respectively	ADV
fumecheng-13292	324	72	.	.	PUNCT
fumecheng-13292	325	1	the	the	DET
fumecheng-13292	325	2	procedure	procedure	NOUN
fumecheng-13292	325	3	of	of	ADP
fumecheng-13292	325	4	iwoa	iwoa	ADJ
fumecheng-13292	325	5	-	-	PUNCT
fumecheng-13292	325	6	elm	elm	NOUN
fumecheng-13292	325	7	model	model	NOUN
fumecheng-13292	325	8	is	be	AUX
fumecheng-13292	325	9	shown	show	VERB
fumecheng-13292	325	10	in	in	ADP
fumecheng-13292	325	11	fig	fig	NOUN
fumecheng-13292	325	12	.	.	PUNCT
fumecheng-13292	326	1	5	5	X
fumecheng-13292	326	2	.	.	X
fumecheng-13292	326	3	function	function	NOUN
fumecheng-13292	326	4	woa	woa	AUX
fumecheng-13292	326	5	remwoa	remwoa	VERB
fumecheng-13292	326	6	obcwoa	obcwoa	VERB
fumecheng-13292	326	7	iwoa	iwoa	ADJ
fumecheng-13292	326	8	goa	goa	PROPN
fumecheng-13292	326	9	ssa	ssa	PROPN
fumecheng-13292	326	10	gwo	gwo	PROPN
fumecheng-13292	326	11	f1(x	f1(x	PROPN
fumecheng-13292	326	12	)	)	PUNCT
fumecheng-13292	326	13	5.97×10	5.97×10	X
fumecheng-13292	326	14	-	-	SYM
fumecheng-13292	326	15	72	72	NUM
fumecheng-13292	326	16	1.26×10	1.26×10	NUM
fumecheng-13292	326	17	-	-	SYM
fumecheng-13292	326	18	290	290	NUM
fumecheng-13292	326	19	2.06×10	2.06×10	NUM
fumecheng-13292	326	20	-	-	SYM
fumecheng-13292	326	21	262	262	NUM
fumecheng-13292	326	22	0	0	NUM
fumecheng-13292	326	23	93.63	93.63	NUM
fumecheng-13292	326	24	3.99×10	3.99×10	NUM
fumecheng-13292	326	25	-	-	SYM
fumecheng-13292	326	26	60	60	NUM
fumecheng-13292	326	27	1.00×10	1.00×10	NUM
fumecheng-13292	326	28	-	-	SYM
fumecheng-13292	326	29	27	27	NUM
fumecheng-13292	326	30	f2(x	f2(x	PROPN
fumecheng-13292	326	31	)	)	PUNCT
fumecheng-13292	326	32	6.11×10−52	6.11×10−52	NOUN
fumecheng-13292	326	33	1.26×10−147	1.26×10−147	NUM
fumecheng-13292	327	1	6.55×10−135	6.55×10−135	NOUN
fumecheng-13292	327	2	0	0	NUM
fumecheng-13292	327	3	77.88	77.88	NUM
fumecheng-13292	327	4	1.79×10−30	1.79×10−30	NUM
fumecheng-13292	327	5	7.39×10−17	7.39×10−17	NUM
fumecheng-13292	327	6	f3(x	f3(x	SYM
fumecheng-13292	327	7	)	)	PUNCT
fumecheng-13292	327	8	43722.24	43722.24	NUM
fumecheng-13292	327	9	1.27×10−233	1.27×10−233	NUM
fumecheng-13292	327	10	6.4×10−225	6.4×10−225	NUM
fumecheng-13292	327	11	0	0	NUM
fumecheng-13292	327	12	2007.86	2007.86	NUM
fumecheng-13292	327	13	2.63×10−24	2.63×10−24	NUM
fumecheng-13292	327	14	3.92×10−5	3.92×10−5	NUM
fumecheng-13292	327	15	f4(x	f4(x	NUM
fumecheng-13292	327	16	)	)	PUNCT
fumecheng-13292	327	17	0.003952	0.003952	NUM
fumecheng-13292	328	1	8.29×10−5	8.29×10−5	NUM
fumecheng-13292	328	2	9.39×10−5	9.39×10−5	NUM
fumecheng-13292	328	3	7.25×10	7.25×10	NUM
fumecheng-13292	328	4	-	-	SYM
fumecheng-13292	328	5	5	5	NUM
fumecheng-13292	328	6	0.463665	0.463665	NUM
fumecheng-13292	328	7	0.001386	0.001386	NUM
fumecheng-13292	328	8	0.002197	0.002197	NUM
fumecheng-13292	328	9	f5(x	f5(x	NUM
fumecheng-13292	328	10	)	)	PUNCT
fumecheng-13292	328	11	0	0	NUM
fumecheng-13292	328	12	0	0	NUM
fumecheng-13292	328	13	0	0	NUM
fumecheng-13292	328	14	0	0	NUM
fumecheng-13292	329	1	189.4202	189.4202	NUM
fumecheng-13292	329	2	0	0	NUM
fumecheng-13292	329	3	2.3886621	2.3886621	NUM
fumecheng-13292	329	4	f6(x	f6(x	PROPN
fumecheng-13292	329	5	)	)	PUNCT
fumecheng-13292	329	6	4.32×10−15	4.32×10−15	NUM
fumecheng-13292	330	1	8.88×10−16	8.88×10−16	NUM
fumecheng-13292	330	2	8.88×10−16	8.88×10−16	NUM
fumecheng-13292	330	3	8.88×10	8.88×10	NUM
fumecheng-13292	330	4	-	-	SYM
fumecheng-13292	330	5	16	16	NUM
fumecheng-13292	330	6	8.60	8.60	NUM
fumecheng-13292	330	7	8.88×10−16	8.88×10−16	NUM
fumecheng-13292	330	8	1.05×10−13	1.05×10−13	NUM
fumecheng-13292	330	9	f7(x	f7(x	SYM
fumecheng-13292	330	10	)	)	PUNCT
fumecheng-13292	330	11	0.014453	0.014453	NUM
fumecheng-13292	330	12	0	0	NUM
fumecheng-13292	330	13	0	0	NUM
fumecheng-13292	330	14	0	0	NUM
fumecheng-13292	331	1	2.535341	2.535341	NUM
fumecheng-13292	331	2	0	0	NUM
fumecheng-13292	331	3	0.002539	0.002539	NUM
fumecheng-13292	331	4	f8(x	f8(x	NOUN
fumecheng-13292	331	5	)	)	PUNCT
fumecheng-13292	331	6	0.000584	0.000584	NUM
fumecheng-13292	332	1	0.000352	0.000352	NUM
fumecheng-13292	332	2	0.000714	0.000714	NUM
fumecheng-13292	332	3	0.000397	0.000397	NUM
fumecheng-13292	332	4	0.009826	0.009826	NUM
fumecheng-13292	332	5	0.000332	0.000332	NUM
fumecheng-13292	332	6	0.005038	0.005038	NUM
fumecheng-13292	332	7	a	a	DET
fumecheng-13292	332	8	rolling	rolling	ADJ
fumecheng-13292	332	9	bearing	bear	VERB
fumecheng-13292	332	10	fault	fault	NOUN
fumecheng-13292	332	11	diagnosis	diagnosis	NOUN
fumecheng-13292	332	12	method	method	NOUN
fumecheng-13292	332	13	based	base	VERB
fumecheng-13292	332	14	on	on	ADP
fumecheng-13292	332	15	extreme	extreme	ADJ
fumecheng-13292	332	16	learning	learning	NOUN
fumecheng-13292	332	17	machine	machine	NOUN
fumecheng-13292	332	18	...	...	PUNCT
fumecheng-13292	332	19	897	897	NUM
fumecheng-13292	332	20	fig	fig	NOUN
fumecheng-13292	332	21	.	.	PUNCT
fumecheng-13292	333	1	5	5	NUM
fumecheng-13292	333	2	fault	fault	NOUN
fumecheng-13292	333	3	diagnosis	diagnosis	NOUN
fumecheng-13292	333	4	flowchart	flowchart	NOUN
fumecheng-13292	333	5	4	4	NUM
fumecheng-13292	333	6	.	.	PUNCT
fumecheng-13292	333	7	experimental	experimental	ADJ
fumecheng-13292	333	8	study	study	NOUN
fumecheng-13292	333	9	4.1	4.1	NUM
fumecheng-13292	333	10	.	.	PUNCT
fumecheng-13292	333	11	equipment	equipment	NOUN
fumecheng-13292	333	12	and	and	CCONJ
fumecheng-13292	333	13	data	datum	NOUN
fumecheng-13292	333	14	in	in	ADP
fumecheng-13292	333	15	this	this	DET
fumecheng-13292	333	16	paper	paper	NOUN
fumecheng-13292	334	1	,	,	PUNCT
fumecheng-13292	334	2	we	we	PRON
fumecheng-13292	334	3	used	use	VERB
fumecheng-13292	334	4	data	datum	NOUN
fumecheng-13292	334	5	from	from	ADP
fumecheng-13292	334	6	both	both	CCONJ
fumecheng-13292	334	7	normal	normal	ADJ
fumecheng-13292	334	8	and	and	CCONJ
fumecheng-13292	334	9	faulty	faulty	ADJ
fumecheng-13292	334	10	rolling	rolling	ADJ
fumecheng-13292	334	11	bearings	bearing	NOUN
fumecheng-13292	334	12	,	,	PUNCT
fumecheng-13292	334	13	which	which	PRON
fumecheng-13292	334	14	were	be	AUX
fumecheng-13292	334	15	provided	provide	VERB
fumecheng-13292	334	16	by	by	ADP
fumecheng-13292	334	17	case	case	NOUN
fumecheng-13292	334	18	western	western	PROPN
fumecheng-13292	334	19	reserve	reserve	PROPN
fumecheng-13292	334	20	university	university	PROPN
fumecheng-13292	334	21	(	(	PUNCT
fumecheng-13292	334	22	cwru	cwru	PROPN
fumecheng-13292	334	23	)	)	PUNCT
fumecheng-13292	334	24	.	.	PUNCT
fumecheng-13292	335	1	fig	fig	NOUN
fumecheng-13292	335	2	.	.	PUNCT
fumecheng-13292	336	1	6	6	NUM
fumecheng-13292	336	2	illustrates	illustrate	VERB
fumecheng-13292	336	3	the	the	DET
fumecheng-13292	336	4	experimental	experimental	ADJ
fumecheng-13292	336	5	simulation	simulation	NOUN
fumecheng-13292	336	6	platform	platform	NOUN
fumecheng-13292	336	7	of	of	ADP
fumecheng-13292	336	8	cwru	cwru	NOUN
fumecheng-13292	336	9	.	.	PUNCT
fumecheng-13292	337	1	the	the	DET
fumecheng-13292	337	2	experimental	experimental	ADJ
fumecheng-13292	337	3	setup	setup	NOUN
fumecheng-13292	337	4	includes	include	VERB
fumecheng-13292	337	5	a	a	DET
fumecheng-13292	337	6	2	2	NUM
fumecheng-13292	337	7	hp	hp	NOUN
fumecheng-13292	337	8	motor	motor	NOUN
fumecheng-13292	337	9	,	,	PUNCT
fumecheng-13292	337	10	a	a	DET
fumecheng-13292	337	11	torque	torque	NOUN
fumecheng-13292	337	12	transducer	transducer	NOUN
fumecheng-13292	337	13	,	,	PUNCT
fumecheng-13292	337	14	a	a	DET
fumecheng-13292	337	15	dynamometer	dynamometer	NOUN
fumecheng-13292	337	16	,	,	PUNCT
fumecheng-13292	337	17	and	and	CCONJ
fumecheng-13292	337	18	the	the	DET
fumecheng-13292	337	19	corresponding	corresponding	ADJ
fumecheng-13292	337	20	control	control	NOUN
fumecheng-13292	337	21	electronics	electronic	NOUN
fumecheng-13292	337	22	.	.	PUNCT
fumecheng-13292	338	1	during	during	ADP
fumecheng-13292	338	2	the	the	DET
fumecheng-13292	338	3	experiment	experiment	NOUN
fumecheng-13292	338	4	,	,	PUNCT
fumecheng-13292	338	5	vibration	vibration	NOUN
fumecheng-13292	338	6	signals	signal	NOUN
fumecheng-13292	338	7	were	be	AUX
fumecheng-13292	338	8	collected	collect	VERB
fumecheng-13292	338	9	using	use	VERB
fumecheng-13292	338	10	an	an	DET
fumecheng-13292	338	11	accelerometer	accelerometer	NOUN
fumecheng-13292	338	12	with	with	ADP
fumecheng-13292	338	13	a	a	DET
fumecheng-13292	338	14	sampling	sample	VERB
fumecheng-13292	338	15	frequency	frequency	NOUN
fumecheng-13292	338	16	of	of	ADP
fumecheng-13292	338	17	12	12	NUM
fumecheng-13292	338	18	khz	khz	NOUN
fumecheng-13292	338	19	.	.	PUNCT
fumecheng-13292	339	1	case	case	NOUN
fumecheng-13292	339	2	1	1	NUM
fumecheng-13292	339	3	:	:	PUNCT
fumecheng-13292	339	4	vibration	vibration	NOUN
fumecheng-13292	339	5	signals	signal	NOUN
fumecheng-13292	339	6	for	for	ADP
fumecheng-13292	339	7	different	different	ADJ
fumecheng-13292	339	8	fault	fault	NOUN
fumecheng-13292	339	9	conditions	condition	NOUN
fumecheng-13292	339	10	were	be	AUX
fumecheng-13292	339	11	diagnosed	diagnose	VERB
fumecheng-13292	339	12	under	under	ADP
fumecheng-13292	339	13	varying	vary	VERB
fumecheng-13292	339	14	loads	load	NOUN
fumecheng-13292	339	15	,	,	PUNCT
fumecheng-13292	339	16	with	with	ADP
fumecheng-13292	339	17	the	the	DET
fumecheng-13292	339	18	fault	fault	NOUN
fumecheng-13292	339	19	diameter	diameter	NOUN
fumecheng-13292	339	20	in	in	ADP
fumecheng-13292	339	21	the	the	DET
fumecheng-13292	339	22	rolling	rolling	ADJ
fumecheng-13292	339	23	bearings	bearing	NOUN
fumecheng-13292	339	24	kept	keep	VERB
fumecheng-13292	339	25	constant	constant	ADJ
fumecheng-13292	339	26	.	.	PUNCT
fumecheng-13292	340	1	the	the	DET
fumecheng-13292	340	2	data	datum	NOUN
fumecheng-13292	340	3	that	that	PRON
fumecheng-13292	340	4	collected	collect	VERB
fumecheng-13292	340	5	from	from	ADP
fumecheng-13292	340	6	the	the	DET
fumecheng-13292	340	7	6	6	NUM
fumecheng-13292	340	8	o'clock	o'clock	NOUN
fumecheng-13292	340	9	position	position	NOUN
fumecheng-13292	340	10	at	at	ADP
fumecheng-13292	340	11	the	the	DET
fumecheng-13292	340	12	12k	12k	PROPN
fumecheng-13292	340	13	drive	drive	NOUN
fumecheng-13292	340	14	end	end	NOUN
fumecheng-13292	340	15	serves	serve	VERB
fumecheng-13292	340	16	as	as	ADP
fumecheng-13292	340	17	the	the	DET
fumecheng-13292	340	18	primary	primary	ADJ
fumecheng-13292	340	19	source	source	NOUN
fumecheng-13292	340	20	,	,	PUNCT
fumecheng-13292	340	21	including	include	VERB
fumecheng-13292	340	22	fault	fault	NOUN
fumecheng-13292	340	23	damage	damage	NOUN
fumecheng-13292	340	24	diameter	diameter	NOUN
fumecheng-13292	340	25	of	of	ADP
fumecheng-13292	340	26	0.36	0.36	NUM
fumecheng-13292	340	27	mm	mm	NOUN
fumecheng-13292	340	28	inner	inner	ADJ
fumecheng-13292	340	29	and	and	CCONJ
fumecheng-13292	340	30	outer	outer	ADJ
fumecheng-13292	340	31	rings	ring	NOUN
fumecheng-13292	340	32	,	,	PUNCT
fumecheng-13292	340	33	rolling	rolling	ADJ
fumecheng-13292	340	34	elements	element	NOUN
fumecheng-13292	340	35	,	,	PUNCT
fumecheng-13292	340	36	and	and	CCONJ
fumecheng-13292	340	37	normal	normal	ADJ
fumecheng-13292	340	38	bearing	bearing	NOUN
fumecheng-13292	340	39	data	datum	NOUN
fumecheng-13292	340	40	.	.	PUNCT
fumecheng-13292	341	1	the	the	DET
fumecheng-13292	341	2	specifics	specific	NOUN
fumecheng-13292	341	3	of	of	ADP
fumecheng-13292	341	4	the	the	DET
fumecheng-13292	341	5	bearing	bearing	NOUN
fumecheng-13292	341	6	data	datum	NOUN
fumecheng-13292	341	7	are	be	AUX
fumecheng-13292	341	8	provided	provide	VERB
fumecheng-13292	341	9	in	in	ADP
fumecheng-13292	341	10	table	table	NOUN
fumecheng-13292	341	11	3	3	NUM
fumecheng-13292	341	12	.	.	PUNCT
fumecheng-13292	341	13	case	case	NOUN
fumecheng-13292	341	14	2	2	NUM
fumecheng-13292	341	15	:	:	PUNCT
fumecheng-13292	341	16	diagnose	diagnose	NOUN
fumecheng-13292	341	17	vibration	vibration	NOUN
fumecheng-13292	341	18	signals	signal	NOUN
fumecheng-13292	341	19	under	under	ADP
fumecheng-13292	341	20	different	different	ADJ
fumecheng-13292	341	21	fault	fault	NOUN
fumecheng-13292	341	22	diameters	diameter	NOUN
fumecheng-13292	341	23	while	while	SCONJ
fumecheng-13292	341	24	keeping	keep	VERB
fumecheng-13292	341	25	the	the	DET
fumecheng-13292	341	26	load	load	NOUN
fumecheng-13292	341	27	on	on	ADP
fumecheng-13292	341	28	the	the	DET
fumecheng-13292	341	29	rolling	rolling	ADJ
fumecheng-13292	341	30	bearing	bearing	NOUN
fumecheng-13292	341	31	constant	constant	ADJ
fumecheng-13292	341	32	.	.	PUNCT
fumecheng-13292	342	1	the	the	DET
fumecheng-13292	342	2	data	data	PROPN
fumecheng-13292	342	3	source	source	NOUN
fumecheng-13292	342	4	acquisition	acquisition	NOUN
fumecheng-13292	342	5	method	method	NOUN
fumecheng-13292	342	6	remains	remain	VERB
fumecheng-13292	342	7	unchanged	unchanged	ADJ
fumecheng-13292	342	8	,	,	PUNCT
fumecheng-13292	342	9	including	include	VERB
fumecheng-13292	342	10	the	the	DET
fumecheng-13292	342	11	normal	normal	ADJ
fumecheng-13292	342	12	state	state	NOUN
fumecheng-13292	342	13	of	of	ADP
fumecheng-13292	342	14	the	the	DET
fumecheng-13292	342	15	bearing	bear	VERB
fumecheng-13292	342	16	inner	inner	ADJ
fumecheng-13292	342	17	ring	ring	NOUN
fumecheng-13292	342	18	and	and	CCONJ
fumecheng-13292	342	19	the	the	DET
fumecheng-13292	342	20	fault	fault	NOUN
fumecheng-13292	342	21	damage	damage	NOUN
fumecheng-13292	342	22	diameters	diameter	NOUN
fumecheng-13292	342	23	of	of	ADP
fumecheng-13292	342	24	0.18	0.18	NUM
fumecheng-13292	342	25	mm	mm	PROPN
fumecheng-13292	342	26	,	,	PUNCT
fumecheng-13292	342	27	0.36	0.36	NUM
fumecheng-13292	342	28	mm	mm	NOUN
fumecheng-13292	342	29	,	,	PUNCT
fumecheng-13292	342	30	and	and	CCONJ
fumecheng-13292	342	31	0.53	0.53	NUM
fumecheng-13292	342	32	mm	mm	NOUN
fumecheng-13292	342	33	,	,	PUNCT
fumecheng-13292	342	34	respectively	respectively	ADV
fumecheng-13292	342	35	.	.	PUNCT
fumecheng-13292	343	1	the	the	DET
fumecheng-13292	343	2	bearing	bearing	NOUN
fumecheng-13292	343	3	data	datum	NOUN
fumecheng-13292	343	4	are	be	AUX
fumecheng-13292	343	5	presented	present	VERB
fumecheng-13292	343	6	in	in	ADP
fumecheng-13292	343	7	table	table	NOUN
fumecheng-13292	343	8	4	4	NUM
fumecheng-13292	343	9	.	.	SYM
fumecheng-13292	343	10	898	898	NUM
fumecheng-13292	343	11	x.	x.	NUM
fumecheng-13292	343	12	li	li	PROPN
fumecheng-13292	343	13	,	,	PUNCT
fumecheng-13292	343	14	s.	s.	PROPN
fumecheng-13292	343	15	guo	guo	PROPN
fumecheng-13292	343	16	,	,	PUNCT
fumecheng-13292	343	17	d.	d.	PROPN
fumecheng-13292	343	18	sun	sun	PROPN
fumecheng-13292	343	19	,	,	PUNCT
fumecheng-13292	343	20	l.	l.	PROPN
fumecheng-13292	343	21	cao	cao	PROPN
fumecheng-13292	343	22	,	,	PUNCT
fumecheng-13292	343	23	c.	c.	PROPN
fumecheng-13292	343	24	li	li	PROPN
fumecheng-13292	343	25	,	,	PUNCT
fumecheng-13292	343	26	s.	s.	PROPN
fumecheng-13292	343	27	tian	tian	PROPN
fumecheng-13292	343	28	,	,	PUNCT
fumecheng-13292	343	29	p.	p.	PROPN
fumecheng-13292	343	30	liu	liu	PROPN
fumecheng-13292	343	31	,	,	PUNCT
fumecheng-13292	343	32	y.	y.	PROPN
fumecheng-13292	343	33	qi	qi	NOUN
fumecheng-13292	343	34	fig	fig	NOUN
fumecheng-13292	343	35	.	.	PUNCT
fumecheng-13292	344	1	6	6	NUM
fumecheng-13292	344	2	baring	bare	VERB
fumecheng-13292	344	3	fault	fault	NOUN
fumecheng-13292	344	4	simulation	simulation	NOUN
fumecheng-13292	344	5	test	test	NOUN
fumecheng-13292	344	6	-	-	PUNCT
fumecheng-13292	344	7	bed	bed	NOUN
fumecheng-13292	344	8	table	table	NOUN
fumecheng-13292	344	9	3	3	NUM
fumecheng-13292	344	10	overview	overview	NOUN
fumecheng-13292	344	11	of	of	ADP
fumecheng-13292	344	12	the	the	DET
fumecheng-13292	344	13	data	data	NOUN
fumecheng-13292	344	14	sets	set	NOUN
fumecheng-13292	344	15	for	for	ADP
fumecheng-13292	344	16	case	case	NOUN
fumecheng-13292	344	17	1	1	NUM
fumecheng-13292	344	18	table	table	NOUN
fumecheng-13292	344	19	4	4	NUM
fumecheng-13292	344	20	overview	overview	NOUN
fumecheng-13292	344	21	of	of	ADP
fumecheng-13292	344	22	the	the	DET
fumecheng-13292	344	23	data	data	NOUN
fumecheng-13292	344	24	sets	set	NOUN
fumecheng-13292	344	25	for	for	ADP
fumecheng-13292	344	26	case	case	NOUN
fumecheng-13292	344	27	2	2	NUM
fumecheng-13292	344	28	4.2	4.2	NUM
fumecheng-13292	344	29	.	.	PUNCT
fumecheng-13292	345	1	proposed	propose	VERB
fumecheng-13292	345	2	model	model	NOUN
fumecheng-13292	345	3	evaluation	evaluation	NOUN
fumecheng-13292	345	4	4.2.1	4.2.1	NOUN
fumecheng-13292	345	5	.	.	PUNCT
fumecheng-13292	346	1	experiment	experiment	NOUN
fumecheng-13292	346	2	1	1	NUM
fumecheng-13292	346	3	validation	validation	NOUN
fumecheng-13292	346	4	among	among	ADP
fumecheng-13292	346	5	the	the	DET
fumecheng-13292	346	6	collected	collect	VERB
fumecheng-13292	346	7	data	datum	NOUN
fumecheng-13292	346	8	,	,	PUNCT
fumecheng-13292	346	9	we	we	PRON
fumecheng-13292	346	10	selected	select	VERB
fumecheng-13292	346	11	120,000	120,000	NUM
fumecheng-13292	346	12	vibration	vibration	NOUN
fumecheng-13292	346	13	signal	signal	NOUN
fumecheng-13292	346	14	samples	sample	NOUN
fumecheng-13292	346	15	and	and	CCONJ
fumecheng-13292	346	16	10	10	NUM
fumecheng-13292	346	17	seconds	second	NOUN
fumecheng-13292	346	18	sampling	sample	VERB
fumecheng-13292	346	19	time	time	NOUN
fumecheng-13292	346	20	.	.	PUNCT
fumecheng-13292	347	1	the	the	DET
fumecheng-13292	347	2	vibration	vibration	NOUN
fumecheng-13292	347	3	signals	signal	NOUN
fumecheng-13292	347	4	were	be	AUX
fumecheng-13292	347	5	divided	divide	VERB
fumecheng-13292	347	6	into	into	ADP
fumecheng-13292	347	7	400	400	NUM
fumecheng-13292	347	8	segments	segment	NOUN
fumecheng-13292	347	9	,	,	PUNCT
fumecheng-13292	347	10	each	each	PRON
fumecheng-13292	347	11	containing	contain	VERB
fumecheng-13292	347	12	300	300	NUM
fumecheng-13292	347	13	points	point	NOUN
fumecheng-13292	347	14	.	.	PUNCT
fumecheng-13292	348	1	the	the	DET
fumecheng-13292	348	2	time	time	NOUN
fumecheng-13292	348	3	-	-	PUNCT
fumecheng-13292	348	4	domain	domain	NOUN
fumecheng-13292	348	5	waveform	waveform	NOUN
fumecheng-13292	348	6	of	of	ADP
fumecheng-13292	348	7	the	the	DET
fumecheng-13292	348	8	initial	initial	ADJ
fumecheng-13292	348	9	signal	signal	NOUN
fumecheng-13292	348	10	is	be	AUX
fumecheng-13292	348	11	shown	show	VERB
fumecheng-13292	348	12	in	in	ADP
fumecheng-13292	348	13	fig	fig	NOUN
fumecheng-13292	348	14	.	.	PUNCT
fumecheng-13292	349	1	7	7	X
fumecheng-13292	349	2	.	.	X
fumecheng-13292	349	3	from	from	ADP
fumecheng-13292	349	4	fig	fig	NOUN
fumecheng-13292	349	5	.	.	PUNCT
fumecheng-13292	350	1	7	7	NUM
fumecheng-13292	350	2	,	,	PUNCT
fumecheng-13292	350	3	it	it	PRON
fumecheng-13292	350	4	can	can	AUX
fumecheng-13292	350	5	be	be	AUX
fumecheng-13292	350	6	seen	see	VERB
fumecheng-13292	350	7	that	that	SCONJ
fumecheng-13292	350	8	identifying	identify	VERB
fumecheng-13292	350	9	the	the	DET
fumecheng-13292	350	10	fault	fault	NOUN
fumecheng-13292	350	11	type	type	NOUN
fumecheng-13292	350	12	from	from	ADP
fumecheng-13292	350	13	the	the	DET
fumecheng-13292	350	14	time	time	NOUN
fumecheng-13292	350	15	-	-	PUNCT
fumecheng-13292	350	16	domain	domain	NOUN
fumecheng-13292	350	17	waveform	waveform	NOUN
fumecheng-13292	350	18	is	be	AUX
fumecheng-13292	350	19	challenging	challenge	VERB
fumecheng-13292	350	20	and	and	CCONJ
fumecheng-13292	350	21	can	can	AUX
fumecheng-13292	350	22	be	be	AUX
fumecheng-13292	350	23	time	time	NOUN
fumecheng-13292	350	24	-	-	PUNCT
fumecheng-13292	350	25	consuming	consume	VERB
fumecheng-13292	350	26	even	even	ADV
fumecheng-13292	350	27	when	when	SCONJ
fumecheng-13292	350	28	successful	successful	ADJ
fumecheng-13292	350	29	,	,	PUNCT
fumecheng-13292	350	30	highlighting	highlight	VERB
fumecheng-13292	350	31	the	the	DET
fumecheng-13292	350	32	urgent	urgent	ADJ
fumecheng-13292	350	33	need	need	NOUN
fumecheng-13292	350	34	for	for	ADP
fumecheng-13292	350	35	the	the	DET
fumecheng-13292	350	36	proposed	propose	VERB
fumecheng-13292	350	37	diagnostic	diagnostic	ADJ
fumecheng-13292	350	38	method	method	NOUN
fumecheng-13292	350	39	.	.	PUNCT
fumecheng-13292	351	1	we	we	PRON
fumecheng-13292	351	2	use	use	VERB
fumecheng-13292	351	3	vmd	vmd	PROPN
fumecheng-13292	351	4	to	to	PART
fumecheng-13292	351	5	decompose	decompose	VERB
fumecheng-13292	351	6	the	the	DET
fumecheng-13292	351	7	vibration	vibration	NOUN
fumecheng-13292	351	8	signal	signal	NOUN
fumecheng-13292	351	9	of	of	ADP
fumecheng-13292	351	10	rolling	rolling	ADJ
fumecheng-13292	351	11	bearings	bearing	NOUN
fumecheng-13292	351	12	,	,	PUNCT
fumecheng-13292	351	13	with	with	ADP
fumecheng-13292	351	14	vmd	vmd	PROPN
fumecheng-13292	351	15	decomposition	decomposition	NOUN
fumecheng-13292	351	16	k	k	PROPN
fumecheng-13292	351	17	and	and	CCONJ
fumecheng-13292	351	18	penalty	penalty	NOUN
fumecheng-13292	351	19	factor	factor	NOUN
fumecheng-13292	351	20	α	α	NOUN
fumecheng-13292	351	21	values	value	NOUN
fumecheng-13292	351	22	of	of	ADP
fumecheng-13292	351	23	4	4	NUM
fumecheng-13292	351	24	and	and	CCONJ
fumecheng-13292	351	25	1989	1989	NUM
fumecheng-13292	351	26	,	,	PUNCT
fumecheng-13292	351	27	respectively	respectively	ADV
fumecheng-13292	351	28	[	[	X
fumecheng-13292	351	29	36	36	NUM
fumecheng-13292	351	30	]	]	PUNCT
fumecheng-13292	351	31	.	.	PUNCT
fumecheng-13292	352	1	fig	fig	NOUN
fumecheng-13292	352	2	.	.	PUNCT
fumecheng-13292	353	1	8	8	NUM
fumecheng-13292	353	2	illustrates	illustrate	VERB
fumecheng-13292	353	3	the	the	DET
fumecheng-13292	353	4	modal	modal	ADJ
fumecheng-13292	353	5	components	component	NOUN
fumecheng-13292	353	6	along	along	ADP
fumecheng-13292	353	7	with	with	ADP
fumecheng-13292	353	8	their	their	PRON
fumecheng-13292	353	9	corresponding	corresponding	ADJ
fumecheng-13292	353	10	frequency	frequency	NOUN
fumecheng-13292	353	11	domain	domain	NOUN
fumecheng-13292	353	12	diagrams	diagram	NOUN
fumecheng-13292	353	13	for	for	ADP
fumecheng-13292	353	14	various	various	ADJ
fumecheng-13292	353	15	fault	fault	NOUN
fumecheng-13292	353	16	types	type	NOUN
fumecheng-13292	353	17	.	.	PUNCT
fumecheng-13292	354	1	it	it	PRON
fumecheng-13292	354	2	can	can	AUX
fumecheng-13292	354	3	be	be	AUX
fumecheng-13292	354	4	seen	see	VERB
fumecheng-13292	354	5	from	from	ADP
fumecheng-13292	354	6	figure	figure	NOUN
fumecheng-13292	354	7	8	8	NUM
fumecheng-13292	354	8	that	that	SCONJ
fumecheng-13292	354	9	the	the	DET
fumecheng-13292	354	10	energy	energy	NOUN
fumecheng-13292	354	11	in	in	ADP
fumecheng-13292	354	12	the	the	DET
fumecheng-13292	354	13	low	low	ADJ
fumecheng-13292	354	14	-	-	PUNCT
fumecheng-13292	354	15	frequency	frequency	NOUN
fumecheng-13292	354	16	range	range	NOUN
fumecheng-13292	354	17	is	be	AUX
fumecheng-13292	354	18	more	more	ADV
fumecheng-13292	354	19	pronounced	pronounced	ADJ
fumecheng-13292	354	20	for	for	ADP
fumecheng-13292	354	21	the	the	DET
fumecheng-13292	354	22	normal	normal	ADJ
fumecheng-13292	354	23	state	state	NOUN
fumecheng-13292	354	24	,	,	PUNCT
fumecheng-13292	354	25	while	while	SCONJ
fumecheng-13292	354	26	the	the	DET
fumecheng-13292	354	27	inner	inner	ADJ
fumecheng-13292	354	28	and	and	CCONJ
fumecheng-13292	354	29	outer	outer	ADJ
fumecheng-13292	354	30	ring	ring	NOUN
fumecheng-13292	354	31	failures	failure	NOUN
fumecheng-13292	354	32	exhibit	exhibit	VERB
fumecheng-13292	354	33	the	the	DET
fumecheng-13292	354	34	highest	high	ADJ
fumecheng-13292	354	35	energy	energy	NOUN
fumecheng-13292	354	36	in	in	ADP
fumecheng-13292	354	37	their	their	PRON
fumecheng-13292	354	38	respective	respective	ADJ
fumecheng-13292	354	39	frequency	frequency	NOUN
fumecheng-13292	354	40	bands	band	NOUN
fumecheng-13292	354	41	.	.	PUNCT
fumecheng-13292	355	1	the	the	DET
fumecheng-13292	355	2	rolling	rolling	ADJ
fumecheng-13292	355	3	element	element	NOUN
fumecheng-13292	355	4	fault	fault	NOUN
fumecheng-13292	355	5	shows	show	VERB
fumecheng-13292	355	6	significant	significant	ADJ
fumecheng-13292	355	7	energy	energy	NOUN
fumecheng-13292	355	8	distribution	distribution	NOUN
fumecheng-13292	355	9	in	in	ADP
fumecheng-13292	355	10	both	both	CCONJ
fumecheng-13292	355	11	low	low	ADJ
fumecheng-13292	355	12	and	and	CCONJ
fumecheng-13292	355	13	high	high	ADJ
fumecheng-13292	355	14	-	-	PUNCT
fumecheng-13292	355	15	frequency	frequency	NOUN
fumecheng-13292	355	16	ranges	range	NOUN
fumecheng-13292	355	17	.	.	PUNCT
fumecheng-13292	356	1	short	short	ADJ
fumecheng-13292	356	2	-	-	PUNCT
fumecheng-13292	356	3	duration	duration	NOUN
fumecheng-13292	356	4	low	low	ADJ
fumecheng-13292	356	5	-	-	PUNCT
fumecheng-13292	356	6	frequency	frequency	NOUN
fumecheng-13292	356	7	pulses	pulse	NOUN
fumecheng-13292	356	8	in	in	ADP
fumecheng-13292	356	9	the	the	DET
fumecheng-13292	356	10	vibration	vibration	NOUN
fumecheng-13292	356	11	signal	signal	NOUN
fumecheng-13292	356	12	indicate	indicate	VERB
fumecheng-13292	356	13	shock	shock	NOUN
fumecheng-13292	356	14	events	event	NOUN
fumecheng-13292	356	15	due	due	ADJ
fumecheng-13292	356	16	to	to	ADP
fumecheng-13292	356	17	partial	partial	ADJ
fumecheng-13292	356	18	damage	damage	NOUN
fumecheng-13292	356	19	in	in	ADP
fumecheng-13292	356	20	the	the	DET
fumecheng-13292	356	21	bearing	bearing	NOUN
fumecheng-13292	356	22	.	.	PUNCT
fumecheng-13292	357	1	additionally	additionally	ADV
fumecheng-13292	357	2	,	,	PUNCT
fumecheng-13292	357	3	the	the	DET
fumecheng-13292	357	4	signal	signal	NOUN
fumecheng-13292	357	5	contains	contain	VERB
fumecheng-13292	357	6	resonant	resonant	NOUN
fumecheng-13292	357	7	components	component	NOUN
fumecheng-13292	357	8	generated	generate	VERB
fumecheng-13292	357	9	by	by	ADP
fumecheng-13292	357	10	these	these	DET
fumecheng-13292	357	11	shock	shock	NOUN
fumecheng-13292	357	12	events	event	NOUN
fumecheng-13292	357	13	,	,	PUNCT
fumecheng-13292	357	14	which	which	PRON
fumecheng-13292	357	15	excite	excite	VERB
fumecheng-13292	357	16	highfrequency	highfrequency	NOUN
fumecheng-13292	357	17	intrinsic	intrinsic	ADJ
fumecheng-13292	357	18	vibrations	vibration	NOUN
fumecheng-13292	357	19	,	,	PUNCT
fumecheng-13292	357	20	modulated	modulate	VERB
fumecheng-13292	357	21	by	by	ADP
fumecheng-13292	357	22	their	their	PRON
fumecheng-13292	357	23	amplitude	amplitude	NOUN
fumecheng-13292	357	24	.	.	PUNCT
fumecheng-13292	358	1	bearing	bear	VERB
fumecheng-13292	358	2	status	status	NOUN
fumecheng-13292	358	3	fault	fault	NOUN
fumecheng-13292	358	4	diameter(mm	diameter(mm	ADJ
fumecheng-13292	358	5	)	)	PUNCT
fumecheng-13292	358	6	acronym	acronym	NOUN
fumecheng-13292	358	7	label	label	NOUN
fumecheng-13292	358	8	normal	normal	ADJ
fumecheng-13292	358	9	ball	ball	NOUN
fumecheng-13292	358	10	fault	fault	VERB
fumecheng-13292	358	11	inner	inner	ADJ
fumecheng-13292	358	12	race	race	NOUN
fumecheng-13292	358	13	fault	fault	VERB
fumecheng-13292	358	14	outer	outer	ADJ
fumecheng-13292	358	15	race	race	NOUN
fumecheng-13292	358	16	fault	fault	NOUN
fumecheng-13292	358	17	n	n	NOUN
fumecheng-13292	358	18	1	1	NUM
fumecheng-13292	358	19	0.36	0.36	NUM
fumecheng-13292	358	20	bf	bf	NOUN
fumecheng-13292	358	21	2	2	NUM
fumecheng-13292	358	22	0.36	0.36	NUM
fumecheng-13292	358	23	irf	irf	NOUN
fumecheng-13292	358	24	3	3	NUM
fumecheng-13292	358	25	0.36	0.36	NUM
fumecheng-13292	358	26	orf	orf	X
fumecheng-13292	358	27	4	4	NUM
fumecheng-13292	358	28	bearing	bear	VERB
fumecheng-13292	358	29	status	status	NOUN
fumecheng-13292	358	30	fault	fault	NOUN
fumecheng-13292	358	31	diameter(mm	diameter(mm	ADJ
fumecheng-13292	358	32	)	)	PUNCT
fumecheng-13292	358	33	acronym	acronym	NOUN
fumecheng-13292	358	34	label	label	NOUN
fumecheng-13292	358	35	normal	normal	ADJ
fumecheng-13292	358	36	inner	inner	ADJ
fumecheng-13292	358	37	race	race	NOUN
fumecheng-13292	358	38	fault	fault	NOUN
fumecheng-13292	358	39	n	n	NOUN
fumecheng-13292	358	40	1	1	NUM
fumecheng-13292	358	41	0.18	0.18	NUM
fumecheng-13292	358	42	0.36	0.36	NUM
fumecheng-13292	358	43	0.53	0.53	NUM
fumecheng-13292	358	44	irf-0.18	irf-0.18	PRON
fumecheng-13292	358	45	irf-0.36	irf-0.36	VERB
fumecheng-13292	358	46	irf-0.53	irf-0.53	NOUN
fumecheng-13292	358	47	2	2	NUM
fumecheng-13292	358	48	3	3	NUM
fumecheng-13292	358	49	4	4	NUM
fumecheng-13292	358	50	a	a	DET
fumecheng-13292	358	51	rolling	rolling	ADJ
fumecheng-13292	358	52	bearing	bear	VERB
fumecheng-13292	358	53	fault	fault	NOUN
fumecheng-13292	358	54	diagnosis	diagnosis	NOUN
fumecheng-13292	358	55	method	method	NOUN
fumecheng-13292	358	56	based	base	VERB
fumecheng-13292	358	57	on	on	ADP
fumecheng-13292	358	58	extreme	extreme	ADJ
fumecheng-13292	358	59	learning	learning	NOUN
fumecheng-13292	358	60	machine	machine	NOUN
fumecheng-13292	358	61	...	...	PUNCT
fumecheng-13292	359	1	899	899	NUM
fumecheng-13292	359	2	finally	finally	ADV
fumecheng-13292	359	3	,	,	PUNCT
fumecheng-13292	359	4	the	the	DET
fumecheng-13292	359	5	imfs	imfs	NOUN
fumecheng-13292	359	6	constituents	constituent	NOUN
fumecheng-13292	359	7	obtained	obtain	VERB
fumecheng-13292	359	8	from	from	ADP
fumecheng-13292	359	9	the	the	DET
fumecheng-13292	359	10	signals	signal	NOUN
fumecheng-13292	359	11	of	of	ADP
fumecheng-13292	359	12	the	the	DET
fumecheng-13292	359	13	four	four	NUM
fumecheng-13292	359	14	fault	fault	NOUN
fumecheng-13292	359	15	types	type	NOUN
fumecheng-13292	359	16	are	be	AUX
fumecheng-13292	359	17	decomposed	decompose	VERB
fumecheng-13292	359	18	according	accord	VERB
fumecheng-13292	359	19	to	to	ADP
fumecheng-13292	359	20	the	the	DET
fumecheng-13292	359	21	vmd	vmd	PROPN
fumecheng-13292	359	22	and	and	CCONJ
fumecheng-13292	359	23	the	the	DET
fumecheng-13292	359	24	energy	energy	NOUN
fumecheng-13292	359	25	entropy	entropy	NOUN
fumecheng-13292	359	26	is	be	AUX
fumecheng-13292	359	27	calculated	calculate	VERB
fumecheng-13292	359	28	.	.	PUNCT
fumecheng-13292	360	1	the	the	DET
fumecheng-13292	360	2	characteristic	characteristic	ADJ
fumecheng-13292	360	3	sample	sample	NOUN
fumecheng-13292	360	4	sets	set	NOUN
fumecheng-13292	360	5	are	be	AUX
fumecheng-13292	360	6	obtained	obtain	VERB
fumecheng-13292	360	7	by	by	ADP
fumecheng-13292	360	8	vmd	vmd	NOUN
fumecheng-13292	360	9	decomposition	decomposition	NOUN
fumecheng-13292	360	10	and	and	CCONJ
fumecheng-13292	360	11	calculation	calculation	NOUN
fumecheng-13292	360	12	of	of	ADP
fumecheng-13292	360	13	energy	energy	NOUN
fumecheng-13292	360	14	entropy	entropy	NOUN
fumecheng-13292	360	15	,	,	PUNCT
fumecheng-13292	360	16	with	with	ADP
fumecheng-13292	360	17	300	300	NUM
fumecheng-13292	360	18	sets	set	NOUN
fumecheng-13292	360	19	per	per	ADP
fumecheng-13292	360	20	sample	sample	NOUN
fumecheng-13292	360	21	set	set	VERB
fumecheng-13292	360	22	and	and	CCONJ
fumecheng-13292	360	23	a	a	DET
fumecheng-13292	360	24	total	total	NOUN
fumecheng-13292	360	25	of	of	ADP
fumecheng-13292	360	26	1200	1200	NUM
fumecheng-13292	360	27	sets	set	NOUN
fumecheng-13292	360	28	.	.	PUNCT
fumecheng-13292	361	1	from	from	ADP
fumecheng-13292	361	2	each	each	DET
fumecheng-13292	361	3	group	group	NOUN
fumecheng-13292	361	4	,	,	PUNCT
fumecheng-13292	361	5	250	250	NUM
fumecheng-13292	361	6	groups	group	NOUN
fumecheng-13292	361	7	are	be	AUX
fumecheng-13292	361	8	randomly	randomly	ADV
fumecheng-13292	361	9	selected	select	VERB
fumecheng-13292	361	10	,	,	PUNCT
fumecheng-13292	361	11	of	of	ADP
fumecheng-13292	361	12	which	which	PRON
fumecheng-13292	361	13	600	600	NUM
fumecheng-13292	361	14	groups	group	NOUN
fumecheng-13292	361	15	are	be	AUX
fumecheng-13292	361	16	used	use	VERB
fumecheng-13292	361	17	as	as	ADP
fumecheng-13292	361	18	the	the	DET
fumecheng-13292	361	19	training	training	NOUN
fumecheng-13292	361	20	sample	sample	NOUN
fumecheng-13292	361	21	set	set	VERB
fumecheng-13292	361	22	and	and	CCONJ
fumecheng-13292	361	23	400	400	NUM
fumecheng-13292	361	24	groups	group	NOUN
fumecheng-13292	361	25	are	be	AUX
fumecheng-13292	361	26	used	use	VERB
fumecheng-13292	361	27	as	as	ADP
fumecheng-13292	361	28	the	the	DET
fumecheng-13292	361	29	test	test	NOUN
fumecheng-13292	361	30	sample	sample	NOUN
fumecheng-13292	361	31	set	set	NOUN
fumecheng-13292	361	32	.	.	PUNCT
fumecheng-13292	362	1	set	set	VERB
fumecheng-13292	362	2	the	the	DET
fumecheng-13292	362	3	population	population	NOUN
fumecheng-13292	362	4	size	size	NOUN
fumecheng-13292	362	5	of	of	ADP
fumecheng-13292	362	6	iwoa	iwoa	PROPN
fumecheng-13292	362	7	n=20	n=20	PROPN
fumecheng-13292	362	8	,	,	PUNCT
fumecheng-13292	362	9	the	the	DET
fumecheng-13292	362	10	maximum	maximum	ADJ
fumecheng-13292	362	11	value	value	NOUN
fumecheng-13292	362	12	of	of	ADP
fumecheng-13292	362	13	iterations	iteration	NOUN
fumecheng-13292	362	14	m=50	m=50	PROPN
fumecheng-13292	362	15	,	,	PUNCT
fumecheng-13292	362	16	amax=2	amax=2	PROPN
fumecheng-13292	362	17	,	,	PUNCT
fumecheng-13292	362	18	amin=0	amin=0	PROPN
fumecheng-13292	362	19	,	,	PUNCT
fumecheng-13292	362	20	q	q	ADJ
fumecheng-13292	362	21	-	-	PUNCT
fumecheng-13292	362	22	learning	learn	VERB
fumecheng-13292	362	23	discount	discount	NOUN
fumecheng-13292	362	24	factor	factor	NOUN
fumecheng-13292	362	25	γ=0.5	γ=0.5	NOUN
fumecheng-13292	362	26	,	,	PUNCT
fumecheng-13292	362	27	m=3	m=3	PROPN
fumecheng-13292	362	28	,	,	PUNCT
fumecheng-13292	362	29	the	the	DET
fumecheng-13292	362	30	value	value	NOUN
fumecheng-13292	362	31	of	of	ADP
fumecheng-13292	362	32	nodes	node	NOUN
fumecheng-13292	362	33	of	of	ADP
fumecheng-13292	362	34	elm	elm	NOUN
fumecheng-13292	362	35	hidden	hide	VERB
fumecheng-13292	362	36	layer	layer	NOUN
fumecheng-13292	362	37	is	be	AUX
fumecheng-13292	362	38	set	set	VERB
fumecheng-13292	362	39	to	to	ADP
fumecheng-13292	362	40	100	100	NUM
fumecheng-13292	362	41	.	.	PUNCT
fumecheng-13292	363	1	the	the	DET
fumecheng-13292	363	2	parameters	parameter	NOUN
fumecheng-13292	363	3	of	of	ADP
fumecheng-13292	363	4	the	the	DET
fumecheng-13292	363	5	elm	elm	NOUN
fumecheng-13292	363	6	network	network	NOUN
fumecheng-13292	363	7	weights	weight	NOUN
fumecheng-13292	363	8	and	and	CCONJ
fumecheng-13292	363	9	thresholds	threshold	NOUN
fumecheng-13292	363	10	are	be	AUX
fumecheng-13292	363	11	optimized	optimize	VERB
fumecheng-13292	363	12	by	by	ADP
fumecheng-13292	363	13	the	the	DET
fumecheng-13292	363	14	iwoa	iwoa	ADJ
fumecheng-13292	363	15	.	.	PUNCT
fumecheng-13292	364	1	table	table	NOUN
fumecheng-13292	364	2	5	5	NUM
fumecheng-13292	364	3	shows	show	VERB
fumecheng-13292	364	4	the	the	DET
fumecheng-13292	364	5	results	result	NOUN
fumecheng-13292	364	6	of	of	ADP
fumecheng-13292	364	7	diagnosing	diagnose	VERB
fumecheng-13292	364	8	four	four	NUM
fumecheng-13292	364	9	fault	fault	NOUN
fumecheng-13292	364	10	states	state	NOUN
fumecheng-13292	364	11	using	use	VERB
fumecheng-13292	364	12	the	the	DET
fumecheng-13292	364	13	iwoa	iwoa	VERB
fumecheng-13292	364	14	-	-	PUNCT
fumecheng-13292	364	15	elm	elm	NOUN
fumecheng-13292	364	16	method	method	NOUN
fumecheng-13292	364	17	.	.	PUNCT
fumecheng-13292	365	1	the	the	DET
fumecheng-13292	365	2	accuracy	accuracy	NOUN
fumecheng-13292	365	3	of	of	ADP
fumecheng-13292	365	4	fault	fault	NOUN
fumecheng-13292	365	5	diagnosis	diagnosis	NOUN
fumecheng-13292	365	6	for	for	ADP
fumecheng-13292	365	7	the	the	DET
fumecheng-13292	365	8	training	training	NOUN
fumecheng-13292	365	9	samples	sample	NOUN
fumecheng-13292	365	10	is	be	AUX
fumecheng-13292	365	11	98.83	98.83	NUM
fumecheng-13292	365	12	%	%	NOUN
fumecheng-13292	365	13	,	,	PUNCT
fumecheng-13292	365	14	and	and	CCONJ
fumecheng-13292	365	15	for	for	ADP
fumecheng-13292	365	16	the	the	DET
fumecheng-13292	365	17	test	test	NOUN
fumecheng-13292	365	18	samples	sample	NOUN
fumecheng-13292	365	19	,	,	PUNCT
fumecheng-13292	365	20	it	it	PRON
fumecheng-13292	365	21	is	be	AUX
fumecheng-13292	365	22	97.5	97.5	NUM
fumecheng-13292	365	23	%	%	NOUN
fumecheng-13292	365	24	.	.	PUNCT
fumecheng-13292	366	1	these	these	DET
fumecheng-13292	366	2	findings	finding	NOUN
fumecheng-13292	366	3	indicate	indicate	VERB
fumecheng-13292	366	4	that	that	SCONJ
fumecheng-13292	366	5	the	the	DET
fumecheng-13292	366	6	method	method	NOUN
fumecheng-13292	366	7	successfully	successfully	ADV
fumecheng-13292	366	8	identify	identify	VERB
fumecheng-13292	366	9	all	all	DET
fumecheng-13292	366	10	four	four	NUM
fumecheng-13292	366	11	fault	fault	NOUN
fumecheng-13292	366	12	states	state	NOUN
fumecheng-13292	366	13	of	of	ADP
fumecheng-13292	366	14	rolling	rolling	ADJ
fumecheng-13292	366	15	bearings	bearing	NOUN
fumecheng-13292	366	16	.	.	PUNCT
fumecheng-13292	367	1	(	(	PUNCT
fumecheng-13292	367	2	a	a	X
fumecheng-13292	367	3	)	)	PUNCT
fumecheng-13292	367	4	(	(	PUNCT
fumecheng-13292	367	5	b	b	X
fumecheng-13292	367	6	)	)	PUNCT
fumecheng-13292	367	7	fig	fig	NOUN
fumecheng-13292	367	8	.	.	PUNCT
fumecheng-13292	368	1	7	7	NUM
fumecheng-13292	369	1	the	the	DET
fumecheng-13292	369	2	time	time	NOUN
fumecheng-13292	369	3	-	-	PUNCT
fumecheng-13292	369	4	domain	domain	NOUN
fumecheng-13292	369	5	waveforms	waveform	NOUN
fumecheng-13292	369	6	of	of	ADP
fumecheng-13292	369	7	rolling	roll	VERB
fumecheng-13292	369	8	bearing	bear	VERB
fumecheng-13292	369	9	fault	fault	NOUN
fumecheng-13292	369	10	types	type	NOUN
fumecheng-13292	369	11	:	:	PUNCT
fumecheng-13292	369	12	(	(	PUNCT
fumecheng-13292	369	13	a	a	X
fumecheng-13292	369	14	)	)	PUNCT
fumecheng-13292	369	15	case	case	NOUN
fumecheng-13292	369	16	1	1	NUM
fumecheng-13292	369	17	;	;	PUNCT
fumecheng-13292	369	18	(	(	PUNCT
fumecheng-13292	369	19	b	b	X
fumecheng-13292	369	20	)	)	PUNCT
fumecheng-13292	369	21	case	case	NOUN
fumecheng-13292	369	22	2	2	NUM
fumecheng-13292	369	23	900	900	NUM
fumecheng-13292	369	24	x.	x.	NOUN
fumecheng-13292	369	25	li	li	PROPN
fumecheng-13292	369	26	,	,	PUNCT
fumecheng-13292	369	27	s.	s.	PROPN
fumecheng-13292	369	28	guo	guo	PROPN
fumecheng-13292	369	29	,	,	PUNCT
fumecheng-13292	369	30	d.	d.	PROPN
fumecheng-13292	369	31	sun	sun	PROPN
fumecheng-13292	369	32	,	,	PUNCT
fumecheng-13292	369	33	l.	l.	PROPN
fumecheng-13292	369	34	cao	cao	PROPN
fumecheng-13292	369	35	,	,	PUNCT
fumecheng-13292	369	36	c.	c.	PROPN
fumecheng-13292	369	37	li	li	PROPN
fumecheng-13292	369	38	,	,	PUNCT
fumecheng-13292	369	39	s.	s.	PROPN
fumecheng-13292	369	40	tian	tian	PROPN
fumecheng-13292	369	41	,	,	PUNCT
fumecheng-13292	369	42	p.	p.	PROPN
fumecheng-13292	369	43	liu	liu	PROPN
fumecheng-13292	369	44	,	,	PUNCT
fumecheng-13292	369	45	y.	y.	PROPN
fumecheng-13292	369	46	qi	qi	PROPN
fumecheng-13292	369	47	(	(	PUNCT
fumecheng-13292	369	48	a	a	NOUN
fumecheng-13292	369	49	)	)	PUNCT
fumecheng-13292	369	50	(	(	PUNCT
fumecheng-13292	369	51	b	b	X
fumecheng-13292	369	52	)	)	PUNCT
fumecheng-13292	369	53	(	(	PUNCT
fumecheng-13292	369	54	c	c	X
fumecheng-13292	369	55	)	)	PUNCT
fumecheng-13292	369	56	a	a	DET
fumecheng-13292	369	57	rolling	rolling	ADJ
fumecheng-13292	369	58	bearing	bear	VERB
fumecheng-13292	369	59	fault	fault	NOUN
fumecheng-13292	369	60	diagnosis	diagnosis	NOUN
fumecheng-13292	369	61	method	method	NOUN
fumecheng-13292	369	62	based	base	VERB
fumecheng-13292	369	63	on	on	ADP
fumecheng-13292	369	64	extreme	extreme	ADJ
fumecheng-13292	369	65	learning	learning	NOUN
fumecheng-13292	369	66	machine	machine	NOUN
fumecheng-13292	369	67	...	...	PUNCT
fumecheng-13292	369	68	901	901	NUM
fumecheng-13292	369	69	(	(	PUNCT
fumecheng-13292	369	70	d	d	NOUN
fumecheng-13292	369	71	)	)	PUNCT
fumecheng-13292	369	72	fig	fig	NOUN
fumecheng-13292	369	73	.	.	PUNCT
fumecheng-13292	369	74	8	8	NUM
fumecheng-13292	369	75	modal	modal	ADJ
fumecheng-13292	369	76	components	component	NOUN
fumecheng-13292	369	77	and	and	CCONJ
fumecheng-13292	369	78	frequency	frequency	NOUN
fumecheng-13292	369	79	distribution	distribution	NOUN
fumecheng-13292	369	80	diagrams	diagram	NOUN
fumecheng-13292	369	81	obtained	obtain	VERB
fumecheng-13292	369	82	after	after	ADP
fumecheng-13292	369	83	fault	fault	NOUN
fumecheng-13292	369	84	decomposition	decomposition	NOUN
fumecheng-13292	369	85	:	:	PUNCT
fumecheng-13292	369	86	(	(	PUNCT
fumecheng-13292	369	87	a	a	X
fumecheng-13292	369	88	)	)	PUNCT
fumecheng-13292	369	89	normal	normal	ADJ
fumecheng-13292	369	90	;	;	PUNCT
fumecheng-13292	369	91	(	(	PUNCT
fumecheng-13292	369	92	b	b	X
fumecheng-13292	369	93	)	)	PUNCT
fumecheng-13292	369	94	ball	ball	NOUN
fumecheng-13292	369	95	fault	fault	NOUN
fumecheng-13292	369	96	;	;	PUNCT
fumecheng-13292	369	97	(	(	PUNCT
fumecheng-13292	369	98	c	c	X
fumecheng-13292	369	99	)	)	PUNCT
fumecheng-13292	369	100	inner	inner	ADJ
fumecheng-13292	369	101	race	race	NOUN
fumecheng-13292	369	102	fault	fault	NOUN
fumecheng-13292	369	103	;	;	PUNCT
fumecheng-13292	369	104	(	(	PUNCT
fumecheng-13292	369	105	d	d	X
fumecheng-13292	369	106	)	)	PUNCT
fumecheng-13292	369	107	outer	outer	ADJ
fumecheng-13292	369	108	race	race	NOUN
fumecheng-13292	369	109	fault	fault	NOUN
fumecheng-13292	369	110	table	table	NOUN
fumecheng-13292	369	111	5	5	NUM
fumecheng-13292	369	112	diagnostic	diagnostic	ADJ
fumecheng-13292	369	113	performance	performance	NOUN
fumecheng-13292	369	114	results	result	NOUN
fumecheng-13292	369	115	for	for	ADP
fumecheng-13292	369	116	samples	sample	NOUN
fumecheng-13292	369	117	in	in	ADP
fumecheng-13292	369	118	diverse	diverse	ADJ
fumecheng-13292	369	119	fault	fault	NOUN
fumecheng-13292	369	120	scenarios	scenario	NOUN
fumecheng-13292	369	121	,	,	PUNCT
fumecheng-13292	369	122	divided	divide	VERB
fumecheng-13292	369	123	into	into	ADP
fumecheng-13292	369	124	training	training	NOUN
fumecheng-13292	369	125	and	and	CCONJ
fumecheng-13292	369	126	test	test	NOUN
fumecheng-13292	369	127	groups	group	NOUN
fumecheng-13292	369	128	.	.	PUNCT
fumecheng-13292	370	1	4.2.2	4.2.2	X
fumecheng-13292	370	2	.	.	PUNCT
fumecheng-13292	370	3	experiment	experiment	NOUN
fumecheng-13292	370	4	2	2	NUM
fumecheng-13292	370	5	validation	validation	NOUN
fumecheng-13292	370	6	in	in	ADP
fumecheng-13292	370	7	the	the	DET
fumecheng-13292	370	8	data	datum	NOUN
fumecheng-13292	370	9	collected	collect	VERB
fumecheng-13292	370	10	,	,	PUNCT
fumecheng-13292	370	11	we	we	PRON
fumecheng-13292	370	12	selected	select	VERB
fumecheng-13292	370	13	120,000	120,000	NUM
fumecheng-13292	370	14	vibration	vibration	NOUN
fumecheng-13292	370	15	signal	signal	NOUN
fumecheng-13292	370	16	samples	sample	NOUN
fumecheng-13292	370	17	from	from	ADP
fumecheng-13292	370	18	normal	normal	ADJ
fumecheng-13292	370	19	and	and	CCONJ
fumecheng-13292	370	20	three	three	NUM
fumecheng-13292	370	21	bearing	bear	VERB
fumecheng-13292	370	22	inner	inner	ADJ
fumecheng-13292	370	23	rings	ring	NOUN
fumecheng-13292	370	24	with	with	ADP
fumecheng-13292	370	25	different	different	ADJ
fumecheng-13292	370	26	degrees	degree	NOUN
fumecheng-13292	370	27	of	of	ADP
fumecheng-13292	370	28	failure	failure	NOUN
fumecheng-13292	370	29	(	(	PUNCT
fumecheng-13292	370	30	sampling	sample	VERB
fumecheng-13292	370	31	time	time	NOUN
fumecheng-13292	370	32	:	:	PUNCT
fumecheng-13292	370	33	10	10	NUM
fumecheng-13292	370	34	seconds	second	NOUN
fumecheng-13292	370	35	)	)	PUNCT
fumecheng-13292	370	36	.	.	PUNCT
fumecheng-13292	371	1	the	the	DET
fumecheng-13292	371	2	vibration	vibration	NOUN
fumecheng-13292	371	3	signals	signal	NOUN
fumecheng-13292	371	4	were	be	AUX
fumecheng-13292	371	5	divided	divide	VERB
fumecheng-13292	371	6	into	into	ADP
fumecheng-13292	371	7	400	400	NUM
fumecheng-13292	371	8	segments	segment	NOUN
fumecheng-13292	371	9	,	,	PUNCT
fumecheng-13292	371	10	each	each	PRON
fumecheng-13292	371	11	containing	contain	VERB
fumecheng-13292	371	12	300	300	NUM
fumecheng-13292	371	13	points	point	NOUN
fumecheng-13292	371	14	.	.	PUNCT
fumecheng-13292	372	1	fig	fig	NOUN
fumecheng-13292	372	2	.	.	PUNCT
fumecheng-13292	373	1	7	7	NUM
fumecheng-13292	373	2	shows	show	VERB
fumecheng-13292	373	3	the	the	DET
fumecheng-13292	373	4	time	time	NOUN
fumecheng-13292	373	5	-	-	PUNCT
fumecheng-13292	373	6	domain	domain	NOUN
fumecheng-13292	373	7	waveform	waveform	NOUN
fumecheng-13292	373	8	of	of	ADP
fumecheng-13292	373	9	the	the	DET
fumecheng-13292	373	10	raw	raw	ADJ
fumecheng-13292	373	11	vibration	vibration	NOUN
fumecheng-13292	373	12	signal	signal	NOUN
fumecheng-13292	373	13	.	.	PUNCT
fumecheng-13292	374	1	decompose	decompose	VERB
fumecheng-13292	374	2	the	the	DET
fumecheng-13292	374	3	vibration	vibration	NOUN
fumecheng-13292	374	4	signal	signal	NOUN
fumecheng-13292	374	5	of	of	ADP
fumecheng-13292	374	6	rolling	rolling	ADJ
fumecheng-13292	374	7	bearings	bearing	NOUN
fumecheng-13292	374	8	using	use	VERB
fumecheng-13292	374	9	vmd	vmd	PROPN
fumecheng-13292	374	10	,	,	PUNCT
fumecheng-13292	374	11	with	with	ADP
fumecheng-13292	374	12	the	the	DET
fumecheng-13292	374	13	decomposition	decomposition	NOUN
fumecheng-13292	374	14	number	number	NOUN
fumecheng-13292	374	15	k	k	PROPN
fumecheng-13292	374	16	and	and	CCONJ
fumecheng-13292	374	17	the	the	DET
fumecheng-13292	374	18	penalty	penalty	NOUN
fumecheng-13292	374	19	factor	factor	NOUN
fumecheng-13292	374	20	α	α	NOUN
fumecheng-13292	374	21	value	value	NOUN
fumecheng-13292	374	22	of	of	ADP
fumecheng-13292	374	23	4	4	NUM
fumecheng-13292	374	24	and	and	CCONJ
fumecheng-13292	374	25	1992	1992	NUM
fumecheng-13292	374	26	,	,	PUNCT
fumecheng-13292	374	27	respectively	respectively	ADV
fumecheng-13292	374	28	.	.	PUNCT
fumecheng-13292	375	1	fig	fig	NOUN
fumecheng-13292	375	2	.	.	PUNCT
fumecheng-13292	376	1	9	9	NUM
fumecheng-13292	376	2	displays	display	VERB
fumecheng-13292	376	3	the	the	DET
fumecheng-13292	376	4	modal	modal	ADJ
fumecheng-13292	376	5	components	component	NOUN
fumecheng-13292	376	6	and	and	CCONJ
fumecheng-13292	376	7	their	their	PRON
fumecheng-13292	376	8	frequency	frequency	NOUN
fumecheng-13292	376	9	plots	plot	NOUN
fumecheng-13292	376	10	for	for	ADP
fumecheng-13292	376	11	inner	inner	ADJ
fumecheng-13292	376	12	ring	ring	NOUN
fumecheng-13292	376	13	of	of	ADP
fumecheng-13292	376	14	the	the	DET
fumecheng-13292	376	15	bearing	bearing	NOUN
fumecheng-13292	376	16	after	after	ADP
fumecheng-13292	376	17	fault	fault	NOUN
fumecheng-13292	376	18	decomposition	decomposition	NOUN
fumecheng-13292	376	19	at	at	ADP
fumecheng-13292	376	20	damage	damage	NOUN
fumecheng-13292	376	21	levels	level	NOUN
fumecheng-13292	376	22	of	of	ADP
fumecheng-13292	376	23	0.18	0.18	NUM
fumecheng-13292	376	24	mm	mm	NOUN
fumecheng-13292	376	25	and	and	CCONJ
fumecheng-13292	376	26	0.53	0.53	NUM
fumecheng-13292	376	27	mm	mm	INTJ
fumecheng-13292	376	28	.	.	PUNCT
fumecheng-13292	377	1	since	since	SCONJ
fumecheng-13292	377	2	the	the	DET
fumecheng-13292	377	3	normal	normal	ADJ
fumecheng-13292	377	4	state	state	NOUN
fumecheng-13292	377	5	and	and	CCONJ
fumecheng-13292	377	6	the	the	DET
fumecheng-13292	377	7	0.36	0.36	NUM
fumecheng-13292	377	8	mm	mm	NOUN
fumecheng-13292	377	9	fault	fault	NOUN
fumecheng-13292	377	10	diameter	diameter	NOUN
fumecheng-13292	377	11	have	have	AUX
fumecheng-13292	377	12	been	be	AUX
fumecheng-13292	377	13	discussed	discuss	VERB
fumecheng-13292	377	14	,	,	PUNCT
fumecheng-13292	377	15	we	we	PRON
fumecheng-13292	377	16	will	will	AUX
fumecheng-13292	377	17	not	not	PART
fumecheng-13292	377	18	elaborate	elaborate	VERB
fumecheng-13292	377	19	further	far	ADV
fumecheng-13292	377	20	here	here	ADV
fumecheng-13292	377	21	.	.	PUNCT
fumecheng-13292	378	1	as	as	SCONJ
fumecheng-13292	378	2	shown	show	VERB
fumecheng-13292	378	3	in	in	ADP
fumecheng-13292	378	4	fig	fig	NOUN
fumecheng-13292	378	5	.	.	PUNCT
fumecheng-13292	379	1	9	9	NUM
fumecheng-13292	379	2	,	,	PUNCT
fumecheng-13292	379	3	the	the	DET
fumecheng-13292	379	4	energy	energy	NOUN
fumecheng-13292	379	5	associated	associate	VERB
fumecheng-13292	379	6	with	with	ADP
fumecheng-13292	379	7	the	the	DET
fumecheng-13292	379	8	inner	inner	ADJ
fumecheng-13292	379	9	ring	ring	NOUN
fumecheng-13292	379	10	failure	failure	NOUN
fumecheng-13292	379	11	is	be	AUX
fumecheng-13292	379	12	primarily	primarily	ADV
fumecheng-13292	379	13	focused	focus	VERB
fumecheng-13292	379	14	on	on	ADP
fumecheng-13292	379	15	in	in	ADP
fumecheng-13292	379	16	the	the	DET
fumecheng-13292	379	17	mid	mid	ADJ
fumecheng-13292	379	18	-	-	ADJ
fumecheng-13292	379	19	frequency	frequency	ADJ
fumecheng-13292	379	20	range	range	NOUN
fumecheng-13292	379	21	.	.	PUNCT
fumecheng-13292	380	1	furthermore	furthermore	ADV
fumecheng-13292	380	2	,	,	PUNCT
fumecheng-13292	380	3	for	for	ADP
fumecheng-13292	380	4	the	the	DET
fumecheng-13292	380	5	same	same	ADJ
fumecheng-13292	380	6	section	section	NOUN
fumecheng-13292	380	7	of	of	ADP
fumecheng-13292	380	8	the	the	DET
fumecheng-13292	380	9	bearing	bearing	NOUN
fumecheng-13292	380	10	,	,	PUNCT
fumecheng-13292	380	11	the	the	DET
fumecheng-13292	380	12	amplitude	amplitude	NOUN
fumecheng-13292	380	13	corresponding	correspond	VERB
fumecheng-13292	380	14	to	to	ADP
fumecheng-13292	380	15	specific	specific	ADJ
fumecheng-13292	380	16	frequencies	frequency	NOUN
fumecheng-13292	380	17	increases	increase	VERB
fumecheng-13292	380	18	with	with	ADP
fumecheng-13292	380	19	the	the	DET
fumecheng-13292	380	20	degree	degree	NOUN
fumecheng-13292	380	21	of	of	ADP
fumecheng-13292	380	22	damage	damage	NOUN
fumecheng-13292	380	23	.	.	PUNCT
fumecheng-13292	381	1	this	this	DET
fumecheng-13292	381	2	comparison	comparison	NOUN
fumecheng-13292	381	3	shows	show	VERB
fumecheng-13292	381	4	that	that	SCONJ
fumecheng-13292	381	5	as	as	ADP
fumecheng-13292	381	6	a	a	DET
fumecheng-13292	381	7	bearing	bear	VERB
fumecheng-13292	381	8	transitions	transition	NOUN
fumecheng-13292	381	9	from	from	ADP
fumecheng-13292	381	10	a	a	DET
fumecheng-13292	381	11	normal	normal	ADJ
fumecheng-13292	381	12	state	state	NOUN
fumecheng-13292	381	13	to	to	ADP
fumecheng-13292	381	14	a	a	DET
fumecheng-13292	381	15	failed	failed	ADJ
fumecheng-13292	381	16	state	state	NOUN
fumecheng-13292	381	17	,	,	PUNCT
fumecheng-13292	381	18	the	the	DET
fumecheng-13292	381	19	primary	primary	ADJ
fumecheng-13292	381	20	energy	energy	NOUN
fumecheng-13292	381	21	in	in	ADP
fumecheng-13292	381	22	its	its	PRON
fumecheng-13292	381	23	spectrum	spectrum	NOUN
fumecheng-13292	381	24	is	be	AUX
fumecheng-13292	381	25	gradually	gradually	ADV
fumecheng-13292	381	26	transferred	transfer	VERB
fumecheng-13292	381	27	from	from	ADP
fumecheng-13292	381	28	low	low	ADJ
fumecheng-13292	381	29	frequency	frequency	NOUN
fumecheng-13292	381	30	band	band	NOUN
fumecheng-13292	381	31	to	to	ADP
fumecheng-13292	381	32	middle	middle	ADJ
fumecheng-13292	381	33	frequency	frequency	NOUN
fumecheng-13292	381	34	band	band	NOUN
fumecheng-13292	381	35	.	.	PUNCT
fumecheng-13292	382	1	subsequently	subsequently	ADV
fumecheng-13292	382	2	,	,	PUNCT
fumecheng-13292	382	3	we	we	PRON
fumecheng-13292	382	4	calculated	calculate	VERB
fumecheng-13292	382	5	the	the	DET
fumecheng-13292	382	6	energy	energy	NOUN
fumecheng-13292	382	7	entropy	entropy	NOUN
fumecheng-13292	382	8	of	of	ADP
fumecheng-13292	382	9	imf	imf	PROPN
fumecheng-13292	382	10	based	base	VERB
fumecheng-13292	382	11	on	on	ADP
fumecheng-13292	382	12	vmd	vmd	PROPN
fumecheng-13292	382	13	decomposition	decomposition	NOUN
fumecheng-13292	382	14	of	of	ADP
fumecheng-13292	382	15	normal	normal	ADJ
fumecheng-13292	382	16	state	state	NOUN
fumecheng-13292	382	17	signals	signal	NOUN
fumecheng-13292	382	18	and	and	CCONJ
fumecheng-13292	382	19	three	three	NUM
fumecheng-13292	382	20	types	type	NOUN
fumecheng-13292	382	21	of	of	ADP
fumecheng-13292	382	22	fault	fault	NOUN
fumecheng-13292	382	23	vibration	vibration	NOUN
fumecheng-13292	382	24	signals	signal	NOUN
fumecheng-13292	382	25	in	in	ADP
fumecheng-13292	382	26	the	the	DET
fumecheng-13292	382	27	inner	inner	ADJ
fumecheng-13292	382	28	ring	ring	NOUN
fumecheng-13292	382	29	.	.	PUNCT
fumecheng-13292	383	1	bearing	bear	VERB
fumecheng-13292	383	2	status	status	NOUN
fumecheng-13292	383	3	training	train	VERB
fumecheng-13292	383	4	number/	number/	NUM
fumecheng-13292	383	5	testing	testing	NOUN
fumecheng-13292	383	6	samples	sample	NOUN
fumecheng-13292	383	7	n	n	PRON
fumecheng-13292	383	8	bf	bf	NOUN
fumecheng-13292	383	9	irf	irf	PROPN
fumecheng-13292	383	10	orf	orf	PROPN
fumecheng-13292	383	11	training	training	NOUN
fumecheng-13292	383	12	accuracy	accuracy	NOUN
fumecheng-13292	383	13	testing	testing	NOUN
fumecheng-13292	383	14	accuracy	accuracy	NOUN
fumecheng-13292	383	15	n	n	PROPN
fumecheng-13292	383	16	150/100	150/100	NUM
fumecheng-13292	383	17	149/99	149/99	NUM
fumecheng-13292	383	18	1/1	1/1	NUM
fumecheng-13292	383	19	0/0	0/0	NUM
fumecheng-13292	383	20	0/0	0/0	NUM
fumecheng-13292	383	21	99.33	99.33	NUM
fumecheng-13292	383	22	%	%	NOUN
fumecheng-13292	383	23	99	99	NUM
fumecheng-13292	383	24	%	%	NOUN
fumecheng-13292	383	25	bf	bf	NOUN
fumecheng-13292	383	26	150/100	150/100	NUM
fumecheng-13292	383	27	1/1	1/1	NUM
fumecheng-13292	383	28	147/97	147/97	NUM
fumecheng-13292	383	29	1/2	1/2	NUM
fumecheng-13292	383	30	1/0	1/0	NUM
fumecheng-13292	383	31	98	98	NUM
fumecheng-13292	383	32	%	%	NOUN
fumecheng-13292	383	33	97	97	NUM
fumecheng-13292	383	34	%	%	NOUN
fumecheng-13292	383	35	irf	irf	PROPN
fumecheng-13292	383	36	150/100	150/100	PROPN
fumecheng-13292	383	37	0/0	0/0	NUM
fumecheng-13292	383	38	0/2	0/2	NUM
fumecheng-13292	383	39	148/95	148/95	NUM
fumecheng-13292	383	40	2/3	2/3	NUM
fumecheng-13292	383	41	98.67	98.67	NUM
fumecheng-13292	383	42	%	%	NOUN
fumecheng-13292	383	43	95	95	NUM
fumecheng-13292	383	44	%	%	NOUN
fumecheng-13292	383	45	orf	orf	PROPN
fumecheng-13292	383	46	150/100	150/100	NUM
fumecheng-13292	383	47	0/1	0/1	NUM
fumecheng-13292	383	48	0/0	0/0	NUM
fumecheng-13292	383	49	1/1	1/1	NUM
fumecheng-13292	383	50	149/98	149/98	NUM
fumecheng-13292	383	51	99.33	99.33	NUM
fumecheng-13292	383	52	%	%	NOUN
fumecheng-13292	383	53	98	98	NUM
fumecheng-13292	383	54	%	%	NOUN
fumecheng-13292	383	55	902	902	NUM
fumecheng-13292	383	56	x.	x.	NOUN
fumecheng-13292	383	57	li	li	PROPN
fumecheng-13292	383	58	,	,	PUNCT
fumecheng-13292	383	59	s.	s.	PROPN
fumecheng-13292	383	60	guo	guo	PROPN
fumecheng-13292	383	61	,	,	PUNCT
fumecheng-13292	383	62	d.	d.	PROPN
fumecheng-13292	383	63	sun	sun	PROPN
fumecheng-13292	383	64	,	,	PUNCT
fumecheng-13292	383	65	l.	l.	PROPN
fumecheng-13292	383	66	cao	cao	PROPN
fumecheng-13292	383	67	,	,	PUNCT
fumecheng-13292	383	68	c.	c.	PROPN
fumecheng-13292	383	69	li	li	PROPN
fumecheng-13292	383	70	,	,	PUNCT
fumecheng-13292	383	71	s.	s.	PROPN
fumecheng-13292	383	72	tian	tian	PROPN
fumecheng-13292	383	73	,	,	PUNCT
fumecheng-13292	383	74	p.	p.	PROPN
fumecheng-13292	383	75	liu	liu	PROPN
fumecheng-13292	383	76	,	,	PUNCT
fumecheng-13292	384	1	y.	y.	PROPN
fumecheng-13292	384	2	qi	qi	PROPN
fumecheng-13292	384	3	(	(	PUNCT
fumecheng-13292	384	4	a	a	NOUN
fumecheng-13292	384	5	)	)	PUNCT
fumecheng-13292	384	6	(	(	PUNCT
fumecheng-13292	384	7	b	b	X
fumecheng-13292	384	8	)	)	PUNCT
fumecheng-13292	384	9	fig	fig	NOUN
fumecheng-13292	384	10	.	.	PUNCT
fumecheng-13292	385	1	9	9	NUM
fumecheng-13292	385	2	frequency	frequency	NOUN
fumecheng-13292	385	3	domain	domain	NOUN
fumecheng-13292	385	4	diagrams	diagram	NOUN
fumecheng-13292	385	5	show	show	VERB
fumecheng-13292	385	6	inner	inner	ADJ
fumecheng-13292	385	7	ring	ring	NOUN
fumecheng-13292	385	8	damage	damage	NOUN
fumecheng-13292	385	9	with	with	ADP
fumecheng-13292	385	10	diameters	diameter	NOUN
fumecheng-13292	385	11	of	of	ADP
fumecheng-13292	385	12	:	:	PUNCT
fumecheng-13292	385	13	(	(	PUNCT
fumecheng-13292	385	14	a	a	X
fumecheng-13292	385	15	)	)	PUNCT
fumecheng-13292	385	16	0.18	0.18	NUM
fumecheng-13292	385	17	mm	mm	NOUN
fumecheng-13292	385	18	and	and	CCONJ
fumecheng-13292	385	19	(	(	PUNCT
fumecheng-13292	385	20	b	b	NOUN
fumecheng-13292	385	21	)	)	PUNCT
fumecheng-13292	385	22	0.53	0.53	NUM
fumecheng-13292	385	23	mm	mm	INTJ
fumecheng-13292	385	24	finally	finally	ADV
fumecheng-13292	385	25	,	,	PUNCT
fumecheng-13292	385	26	1200	1200	NUM
fumecheng-13292	385	27	sets	set	NOUN
fumecheng-13292	385	28	of	of	ADP
fumecheng-13292	385	29	feature	feature	NOUN
fumecheng-13292	385	30	samples	sample	NOUN
fumecheng-13292	385	31	were	be	AUX
fumecheng-13292	385	32	obtained	obtain	VERB
fumecheng-13292	385	33	through	through	ADP
fumecheng-13292	385	34	vmd	vmd	NOUN
fumecheng-13292	385	35	decomposition	decomposition	NOUN
fumecheng-13292	385	36	and	and	CCONJ
fumecheng-13292	385	37	energy	energy	NOUN
fumecheng-13292	385	38	entropy	entropy	NOUN
fumecheng-13292	385	39	calculation	calculation	NOUN
fumecheng-13292	385	40	,	,	PUNCT
fumecheng-13292	385	41	including	include	VERB
fumecheng-13292	385	42	300	300	NUM
fumecheng-13292	385	43	sets	set	NOUN
fumecheng-13292	385	44	for	for	ADP
fumecheng-13292	385	45	each	each	PRON
fumecheng-13292	385	46	of	of	ADP
fumecheng-13292	385	47	the	the	DET
fumecheng-13292	385	48	three	three	NUM
fumecheng-13292	385	49	different	different	ADJ
fumecheng-13292	385	50	fault	fault	NOUN
fumecheng-13292	385	51	degrees	degree	NOUN
fumecheng-13292	385	52	and	and	CCONJ
fumecheng-13292	385	53	normal	normal	ADJ
fumecheng-13292	385	54	states	state	NOUN
fumecheng-13292	385	55	.	.	PUNCT
fumecheng-13292	386	1	randomly	randomly	ADV
fumecheng-13292	386	2	select	select	VERB
fumecheng-13292	386	3	250	250	NUM
fumecheng-13292	386	4	groups	group	NOUN
fumecheng-13292	386	5	from	from	ADP
fumecheng-13292	386	6	each	each	DET
fumecheng-13292	386	7	group	group	NOUN
fumecheng-13292	386	8	,	,	PUNCT
fumecheng-13292	386	9	with	with	ADP
fumecheng-13292	386	10	600	600	NUM
fumecheng-13292	386	11	groups	group	NOUN
fumecheng-13292	386	12	as	as	ADP
fumecheng-13292	386	13	training	training	NOUN
fumecheng-13292	386	14	samples	sample	NOUN
fumecheng-13292	386	15	and	and	CCONJ
fumecheng-13292	386	16	400	400	NUM
fumecheng-13292	386	17	groups	group	NOUN
fumecheng-13292	386	18	as	as	ADP
fumecheng-13292	386	19	testing	testing	NOUN
fumecheng-13292	386	20	samples	sample	NOUN
fumecheng-13292	386	21	.	.	PUNCT
fumecheng-13292	387	1	set	set	VERB
fumecheng-13292	387	2	the	the	DET
fumecheng-13292	387	3	population	population	NOUN
fumecheng-13292	387	4	size	size	NOUN
fumecheng-13292	387	5	of	of	ADP
fumecheng-13292	387	6	iwoa	iwoa	ADJ
fumecheng-13292	387	7	to	to	ADP
fumecheng-13292	387	8	n=20	n=20	PROPN
fumecheng-13292	387	9	,	,	PUNCT
fumecheng-13292	387	10	the	the	DET
fumecheng-13292	387	11	maximum	maximum	ADJ
fumecheng-13292	387	12	iterations	iteration	NOUN
fumecheng-13292	387	13	number	number	NOUN
fumecheng-13292	387	14	m=50	m=50	PROPN
fumecheng-13292	387	15	,	,	PUNCT
fumecheng-13292	387	16	amax=2	amax=2	PROPN
fumecheng-13292	387	17	,	,	PUNCT
fumecheng-13292	387	18	amin=0	amin=0	PROPN
fumecheng-13292	387	19	,	,	PUNCT
fumecheng-13292	387	20	q	q	ADJ
fumecheng-13292	387	21	-	-	PUNCT
fumecheng-13292	387	22	learning	learn	VERB
fumecheng-13292	387	23	discount	discount	NOUN
fumecheng-13292	387	24	factor	factor	NOUN
fumecheng-13292	387	25	γ=0.5	γ=0.5	NOUN
fumecheng-13292	387	26	,	,	PUNCT
fumecheng-13292	387	27	m=3	m=3	PROPN
fumecheng-13292	387	28	,	,	PUNCT
fumecheng-13292	387	29	the	the	DET
fumecheng-13292	387	30	elm	elm	NOUN
fumecheng-13292	387	31	activation	activation	NOUN
fumecheng-13292	387	32	function	function	NOUN
fumecheng-13292	387	33	is	be	AUX
fumecheng-13292	387	34	a	a	DET
fumecheng-13292	387	35	sigmoid	sigmoid	NOUN
fumecheng-13292	387	36	function	function	NOUN
fumecheng-13292	387	37	,	,	PUNCT
fumecheng-13292	387	38	and	and	CCONJ
fumecheng-13292	387	39	the	the	DET
fumecheng-13292	387	40	number	number	NOUN
fumecheng-13292	387	41	of	of	ADP
fumecheng-13292	387	42	hidden	hide	VERB
fumecheng-13292	387	43	layer	layer	NOUN
fumecheng-13292	387	44	nodes	node	NOUN
fumecheng-13292	387	45	is	be	AUX
fumecheng-13292	387	46	100	100	NUM
fumecheng-13292	387	47	.	.	PUNCT
fumecheng-13292	388	1	the	the	DET
fumecheng-13292	388	2	weights	weight	NOUN
fumecheng-13292	388	3	and	and	CCONJ
fumecheng-13292	388	4	thresholds	threshold	NOUN
fumecheng-13292	388	5	of	of	ADP
fumecheng-13292	388	6	elm	elm	NOUN
fumecheng-13292	388	7	are	be	AUX
fumecheng-13292	388	8	optimized	optimize	VERB
fumecheng-13292	388	9	through	through	ADP
fumecheng-13292	388	10	iwoa	iwoa	NOUN
fumecheng-13292	388	11	.	.	PUNCT
fumecheng-13292	389	1	the	the	DET
fumecheng-13292	389	2	results	result	NOUN
fumecheng-13292	389	3	of	of	ADP
fumecheng-13292	389	4	using	use	VERB
fumecheng-13292	389	5	iwoa	iwoa	ADJ
fumecheng-13292	389	6	-	-	PUNCT
fumecheng-13292	389	7	elm	elm	NOUN
fumecheng-13292	389	8	to	to	PART
fumecheng-13292	389	9	diagnose	diagnose	VERB
fumecheng-13292	389	10	normal	normal	ADJ
fumecheng-13292	389	11	state	state	NOUN
fumecheng-13292	389	12	and	and	CCONJ
fumecheng-13292	389	13	three	three	NUM
fumecheng-13292	389	14	different	different	ADJ
fumecheng-13292	389	15	degrees	degree	NOUN
fumecheng-13292	389	16	of	of	ADP
fumecheng-13292	389	17	fault	fault	NOUN
fumecheng-13292	389	18	samples	sample	NOUN
fumecheng-13292	389	19	in	in	ADP
fumecheng-13292	389	20	the	the	DET
fumecheng-13292	389	21	bearing	bear	VERB
fumecheng-13292	389	22	inner	inner	ADJ
fumecheng-13292	389	23	race	race	NOUN
fumecheng-13292	389	24	are	be	AUX
fumecheng-13292	389	25	shown	show	VERB
fumecheng-13292	389	26	in	in	ADP
fumecheng-13292	389	27	table	table	NOUN
fumecheng-13292	389	28	6	6	NUM
fumecheng-13292	389	29	.	.	PUNCT
fumecheng-13292	390	1	the	the	DET
fumecheng-13292	390	2	diagnosis	diagnosis	NOUN
fumecheng-13292	390	3	accuracy	accuracy	NOUN
fumecheng-13292	390	4	reached	reach	VERB
fumecheng-13292	390	5	99	99	NUM
fumecheng-13292	390	6	%	%	NOUN
fumecheng-13292	390	7	for	for	ADP
fumecheng-13292	390	8	the	the	DET
fumecheng-13292	390	9	training	training	NOUN
fumecheng-13292	390	10	samples	sample	NOUN
fumecheng-13292	390	11	and	and	CCONJ
fumecheng-13292	390	12	96.75	96.75	NUM
fumecheng-13292	390	13	%	%	NOUN
fumecheng-13292	390	14	for	for	ADP
fumecheng-13292	390	15	the	the	DET
fumecheng-13292	390	16	test	test	NOUN
fumecheng-13292	390	17	samples	sample	NOUN
fumecheng-13292	390	18	.	.	PUNCT
fumecheng-13292	391	1	this	this	DET
fumecheng-13292	391	2	discrepancy	discrepancy	NOUN
fumecheng-13292	391	3	may	may	AUX
fumecheng-13292	391	4	be	be	AUX
fumecheng-13292	391	5	attributed	attribute	VERB
fumecheng-13292	391	6	to	to	ADP
fumecheng-13292	391	7	certain	certain	ADJ
fumecheng-13292	391	8	failure	failure	NOUN
fumecheng-13292	391	9	feature	feature	NOUN
fumecheng-13292	391	10	parameters	parameter	NOUN
fumecheng-13292	391	11	being	be	AUX
fumecheng-13292	391	12	less	less	ADV
fumecheng-13292	391	13	distinct	distinct	ADJ
fumecheng-13292	391	14	at	at	ADP
fumecheng-13292	391	15	varying	vary	VERB
fumecheng-13292	391	16	degrees	degree	NOUN
fumecheng-13292	391	17	of	of	ADP
fumecheng-13292	391	18	a	a	DET
fumecheng-13292	391	19	rolling	rolling	ADJ
fumecheng-13292	391	20	bearing	bear	VERB
fumecheng-13292	391	21	fault	fault	NOUN
fumecheng-13292	391	22	diagnosis	diagnosis	NOUN
fumecheng-13292	391	23	method	method	NOUN
fumecheng-13292	391	24	based	base	VERB
fumecheng-13292	391	25	on	on	ADP
fumecheng-13292	391	26	extreme	extreme	ADJ
fumecheng-13292	391	27	learning	learning	NOUN
fumecheng-13292	391	28	machine	machine	NOUN
fumecheng-13292	391	29	...	...	PUNCT
fumecheng-13292	392	1	903	903	NUM
fumecheng-13292	392	2	failure	failure	NOUN
fumecheng-13292	392	3	damage	damage	NOUN
fumecheng-13292	392	4	,	,	PUNCT
fumecheng-13292	392	5	making	make	VERB
fumecheng-13292	392	6	it	it	PRON
fumecheng-13292	392	7	challenging	challenge	VERB
fumecheng-13292	392	8	to	to	PART
fumecheng-13292	392	9	differentiate	differentiate	VERB
fumecheng-13292	392	10	between	between	ADP
fumecheng-13292	392	11	states	state	NOUN
fumecheng-13292	392	12	.	.	PUNCT
fumecheng-13292	393	1	however	however	ADV
fumecheng-13292	393	2	,	,	PUNCT
fumecheng-13292	393	3	with	with	ADP
fumecheng-13292	393	4	the	the	DET
fumecheng-13292	393	5	increase	increase	NOUN
fumecheng-13292	393	6	of	of	ADP
fumecheng-13292	393	7	the	the	DET
fumecheng-13292	393	8	degree	degree	NOUN
fumecheng-13292	393	9	of	of	ADP
fumecheng-13292	393	10	failure	failure	NOUN
fumecheng-13292	393	11	,	,	PUNCT
fumecheng-13292	393	12	salient	salient	ADJ
fumecheng-13292	393	13	characteristics	characteristic	NOUN
fumecheng-13292	393	14	of	of	ADP
fumecheng-13292	393	15	the	the	DET
fumecheng-13292	393	16	characteristic	characteristic	ADJ
fumecheng-13292	393	17	parameters	parameter	NOUN
fumecheng-13292	393	18	of	of	ADP
fumecheng-13292	393	19	the	the	DET
fumecheng-13292	393	20	failure	failure	NOUN
fumecheng-13292	393	21	state	state	NOUN
fumecheng-13292	393	22	become	become	VERB
fumecheng-13292	393	23	more	more	ADV
fumecheng-13292	393	24	obvious	obvious	ADJ
fumecheng-13292	393	25	.	.	PUNCT
fumecheng-13292	394	1	table	table	NOUN
fumecheng-13292	394	2	6	6	NUM
fumecheng-13292	394	3	comparison	comparison	NOUN
fumecheng-13292	394	4	diagnostic	diagnostic	ADJ
fumecheng-13292	394	5	results	result	NOUN
fumecheng-13292	394	6	on	on	ADP
fumecheng-13292	394	7	training	training	NOUN
fumecheng-13292	394	8	and	and	CCONJ
fumecheng-13292	394	9	testing	testing	NOUN
fumecheng-13292	394	10	samples	sample	NOUN
fumecheng-13292	394	11	across	across	ADP
fumecheng-13292	394	12	multiple	multiple	ADJ
fumecheng-13292	394	13	fault	fault	NOUN
fumecheng-13292	394	14	severity	severity	NOUN
fumecheng-13292	394	15	levels	level	NOUN
fumecheng-13292	394	16	4.3	4.3	NUM
fumecheng-13292	394	17	.	.	PUNCT
fumecheng-13292	395	1	comparison	comparison	NOUN
fumecheng-13292	395	2	of	of	ADP
fumecheng-13292	395	3	different	different	ADJ
fumecheng-13292	395	4	fault	fault	NOUN
fumecheng-13292	395	5	diagnosis	diagnosis	NOUN
fumecheng-13292	395	6	models	model	NOUN
fumecheng-13292	395	7	in	in	ADP
fumecheng-13292	395	8	order	order	NOUN
fumecheng-13292	395	9	to	to	PART
fumecheng-13292	395	10	verify	verify	VERB
fumecheng-13292	395	11	the	the	DET
fumecheng-13292	395	12	effectiveness	effectiveness	NOUN
fumecheng-13292	395	13	of	of	ADP
fumecheng-13292	395	14	optimization	optimization	NOUN
fumecheng-13292	395	15	algorithm	algorithm	NOUN
fumecheng-13292	395	16	in	in	ADP
fumecheng-13292	395	17	improving	improve	VERB
fumecheng-13292	395	18	the	the	DET
fumecheng-13292	395	19	accuracy	accuracy	NOUN
fumecheng-13292	395	20	of	of	ADP
fumecheng-13292	395	21	fault	fault	NOUN
fumecheng-13292	395	22	diagnosis	diagnosis	NOUN
fumecheng-13292	395	23	,	,	PUNCT
fumecheng-13292	395	24	we	we	PRON
fumecheng-13292	395	25	compared	compare	VERB
fumecheng-13292	395	26	it	it	PRON
fumecheng-13292	395	27	against	against	ADP
fumecheng-13292	395	28	several	several	ADJ
fumecheng-13292	395	29	other	other	ADJ
fumecheng-13292	395	30	methods	method	NOUN
fumecheng-13292	395	31	,	,	PUNCT
fumecheng-13292	395	32	including	include	VERB
fumecheng-13292	395	33	svm	svm	PROPN
fumecheng-13292	395	34	,	,	PUNCT
fumecheng-13292	395	35	elm	elm	PROPN
fumecheng-13292	395	36	,	,	PUNCT
fumecheng-13292	395	37	psoelm	psoelm	ADJ
fumecheng-13292	395	38	,	,	PUNCT
fumecheng-13292	395	39	gwo	gwo	PROPN
fumecheng-13292	395	40	-	-	NOUN
fumecheng-13292	395	41	elm	elm	PROPN
fumecheng-13292	395	42	,	,	PUNCT
fumecheng-13292	395	43	and	and	CCONJ
fumecheng-13292	395	44	woa	woa	VERB
fumecheng-13292	395	45	-	-	PUNCT
fumecheng-13292	395	46	elm	elm	NOUN
fumecheng-13292	395	47	.	.	PUNCT
fumecheng-13292	396	1	the	the	DET
fumecheng-13292	396	2	population	population	NOUN
fumecheng-13292	396	3	sizes	size	NOUN
fumecheng-13292	396	4	for	for	ADP
fumecheng-13292	396	5	iwoa	iwoa	ADJ
fumecheng-13292	396	6	,	,	PUNCT
fumecheng-13292	396	7	woa	woa	INTJ
fumecheng-13292	396	8	,	,	PUNCT
fumecheng-13292	396	9	and	and	CCONJ
fumecheng-13292	396	10	gwo	gwo	PROPN
fumecheng-13292	396	11	were	be	AUX
fumecheng-13292	396	12	all	all	ADV
fumecheng-13292	396	13	set	set	VERB
fumecheng-13292	396	14	to	to	ADP
fumecheng-13292	396	15	30	30	NUM
fumecheng-13292	396	16	,	,	PUNCT
fumecheng-13292	396	17	with	with	ADP
fumecheng-13292	396	18	a	a	DET
fumecheng-13292	396	19	maximum	maximum	NOUN
fumecheng-13292	396	20	of	of	ADP
fumecheng-13292	396	21	100	100	NUM
fumecheng-13292	396	22	iterations	iteration	NOUN
fumecheng-13292	396	23	.	.	PUNCT
fumecheng-13292	397	1	the	the	DET
fumecheng-13292	397	2	pso	pso	NOUN
fumecheng-13292	397	3	algorithm	algorithm	NOUN
fumecheng-13292	397	4	was	be	AUX
fumecheng-13292	397	5	configured	configure	VERB
fumecheng-13292	397	6	with	with	ADP
fumecheng-13292	397	7	a	a	DET
fumecheng-13292	397	8	population	population	NOUN
fumecheng-13292	397	9	size	size	NOUN
fumecheng-13292	397	10	of	of	ADP
fumecheng-13292	397	11	30	30	NUM
fumecheng-13292	397	12	and	and	CCONJ
fumecheng-13292	397	13	executed	execute	VERB
fumecheng-13292	397	14	for	for	ADP
fumecheng-13292	397	15	100	100	NUM
fumecheng-13292	397	16	iterations	iteration	NOUN
fumecheng-13292	397	17	,	,	PUNCT
fumecheng-13292	397	18	setting	set	VERB
fumecheng-13292	397	19	the	the	DET
fumecheng-13292	397	20	maximum	maximum	ADJ
fumecheng-13292	397	21	particle	particle	NOUN
fumecheng-13292	397	22	velocity	velocity	NOUN
fumecheng-13292	397	23	to	to	ADP
fumecheng-13292	397	24	0.8	0.8	NUM
fumecheng-13292	397	25	and	and	CCONJ
fumecheng-13292	397	26	the	the	DET
fumecheng-13292	397	27	minimum	minimum	ADJ
fumecheng-13292	397	28	particle	particle	NOUN
fumecheng-13292	397	29	velocity	velocity	NOUN
fumecheng-13292	397	30	to	to	ADP
fumecheng-13292	397	31	-0.8	-0.8	NUM
fumecheng-13292	397	32	,	,	PUNCT
fumecheng-13292	397	33	and	and	CCONJ
fumecheng-13292	397	34	the	the	DET
fumecheng-13292	397	35	inertia	inertia	NOUN
fumecheng-13292	397	36	weight	weight	NOUN
fumecheng-13292	397	37	to	to	ADP
fumecheng-13292	397	38	0.9	0.9	NUM
fumecheng-13292	397	39	.	.	PUNCT
fumecheng-13292	398	1	for	for	ADP
fumecheng-13292	398	2	extreme	extreme	ADJ
fumecheng-13292	398	3	learning	learning	NOUN
fumecheng-13292	398	4	machines	machine	NOUN
fumecheng-13292	398	5	,	,	PUNCT
fumecheng-13292	398	6	g(x	g(x	NOUN
fumecheng-13292	398	7	)	)	PUNCT
fumecheng-13292	398	8	was	be	AUX
fumecheng-13292	398	9	the	the	DET
fumecheng-13292	398	10	sigmoid	sigmoid	NOUN
fumecheng-13292	398	11	function	function	NOUN
fumecheng-13292	398	12	and	and	CCONJ
fumecheng-13292	398	13	there	there	PRON
fumecheng-13292	398	14	were	be	VERB
fumecheng-13292	398	15	100	100	NUM
fumecheng-13292	398	16	hidden	hidden	ADJ
fumecheng-13292	398	17	layer	layer	NOUN
fumecheng-13292	398	18	nodes	node	NOUN
fumecheng-13292	398	19	.	.	PUNCT
fumecheng-13292	399	1	in	in	ADP
fumecheng-13292	399	2	the	the	DET
fumecheng-13292	399	3	case	case	NOUN
fumecheng-13292	399	4	of	of	ADP
fumecheng-13292	399	5	the	the	DET
fumecheng-13292	399	6	svm	svm	PROPN
fumecheng-13292	399	7	,	,	PUNCT
fumecheng-13292	399	8	the	the	DET
fumecheng-13292	399	9	penalty	penalty	NOUN
fumecheng-13292	399	10	coefficient	coefficient	NOUN
fumecheng-13292	399	11	was	be	AUX
fumecheng-13292	399	12	chosen	choose	VERB
fumecheng-13292	399	13	as	as	ADP
fumecheng-13292	399	14	c=2	c=2	PROPN
fumecheng-13292	399	15	and	and	CCONJ
fumecheng-13292	399	16	the	the	DET
fumecheng-13292	399	17	kernel	kernel	PROPN
fumecheng-13292	399	18	width	width	PROPN
fumecheng-13292	399	19	coefficient	coefficient	NOUN
fumecheng-13292	399	20	was	be	AUX
fumecheng-13292	399	21	set	set	VERB
fumecheng-13292	399	22	as	as	ADP
fumecheng-13292	399	23	g=0.2	g=0.2	NOUN
fumecheng-13292	399	24	.	.	PUNCT
fumecheng-13292	400	1	the	the	DET
fumecheng-13292	400	2	diagnostic	diagnostic	ADJ
fumecheng-13292	400	3	results	result	NOUN
fumecheng-13292	400	4	of	of	ADP
fumecheng-13292	400	5	different	different	ADJ
fumecheng-13292	400	6	fault	fault	NOUN
fumecheng-13292	400	7	diagnosis	diagnosis	NOUN
fumecheng-13292	400	8	methods	method	NOUN
fumecheng-13292	400	9	for	for	ADP
fumecheng-13292	400	10	case	case	NOUN
fumecheng-13292	400	11	1	1	NUM
fumecheng-13292	400	12	and	and	CCONJ
fumecheng-13292	400	13	case	case	NOUN
fumecheng-13292	400	14	2	2	NUM
fumecheng-13292	400	15	are	be	AUX
fumecheng-13292	400	16	shown	show	VERB
fumecheng-13292	400	17	in	in	ADP
fumecheng-13292	400	18	table	table	NOUN
fumecheng-13292	400	19	7	7	NUM
fumecheng-13292	400	20	and	and	CCONJ
fumecheng-13292	400	21	table	table	NOUN
fumecheng-13292	400	22	8	8	NUM
fumecheng-13292	400	23	,	,	PUNCT
fumecheng-13292	400	24	respectively	respectively	ADV
fumecheng-13292	400	25	.	.	PUNCT
fumecheng-13292	401	1	the	the	DET
fumecheng-13292	401	2	convergence	convergence	NOUN
fumecheng-13292	401	3	curves	curve	NOUN
fumecheng-13292	401	4	and	and	CCONJ
fumecheng-13292	401	5	comparison	comparison	NOUN
fumecheng-13292	401	6	between	between	ADP
fumecheng-13292	401	7	predicted	predict	VERB
fumecheng-13292	401	8	and	and	CCONJ
fumecheng-13292	401	9	actual	actual	ADJ
fumecheng-13292	401	10	results	result	NOUN
fumecheng-13292	401	11	are	be	AUX
fumecheng-13292	401	12	shown	show	VERB
fumecheng-13292	401	13	in	in	ADP
fumecheng-13292	401	14	fig	fig	NOUN
fumecheng-13292	401	15	.	.	PUNCT
fumecheng-13292	402	1	10	10	NUM
fumecheng-13292	402	2	and	and	CCONJ
fumecheng-13292	402	3	fig	fig	NOUN
fumecheng-13292	402	4	.	.	PUNCT
fumecheng-13292	403	1	11	11	NUM
fumecheng-13292	403	2	,	,	PUNCT
fumecheng-13292	403	3	respectively	respectively	ADV
fumecheng-13292	403	4	.	.	PUNCT
fumecheng-13292	404	1	comparing	compare	VERB
fumecheng-13292	404	2	the	the	DET
fumecheng-13292	404	3	results	result	NOUN
fumecheng-13292	404	4	in	in	ADP
fumecheng-13292	404	5	tables	table	NOUN
fumecheng-13292	404	6	7	7	NUM
fumecheng-13292	404	7	and	and	CCONJ
fumecheng-13292	404	8	8	8	NUM
fumecheng-13292	404	9	,	,	PUNCT
fumecheng-13292	404	10	the	the	DET
fumecheng-13292	404	11	iwoa	iwoa	VERB
fumecheng-13292	404	12	-	-	PUNCT
fumecheng-13292	404	13	elm	elm	NOUN
fumecheng-13292	404	14	model	model	NOUN
fumecheng-13292	404	15	achieved	achieve	VERB
fumecheng-13292	404	16	the	the	DET
fumecheng-13292	404	17	highest	high	ADJ
fumecheng-13292	404	18	fault	fault	NOUN
fumecheng-13292	404	19	identification	identification	NOUN
fumecheng-13292	404	20	accuracy	accuracy	NOUN
fumecheng-13292	404	21	for	for	ADP
fumecheng-13292	404	22	both	both	CCONJ
fumecheng-13292	404	23	different	different	ADJ
fumecheng-13292	404	24	types	type	NOUN
fumecheng-13292	404	25	and	and	CCONJ
fumecheng-13292	404	26	levels	level	NOUN
fumecheng-13292	404	27	of	of	ADP
fumecheng-13292	404	28	bearing	bear	VERB
fumecheng-13292	404	29	fault	fault	NOUN
fumecheng-13292	404	30	diagnosis	diagnosis	NOUN
fumecheng-13292	404	31	table	table	NOUN
fumecheng-13292	404	32	7	7	NUM
fumecheng-13292	404	33	diagnosis	diagnosis	NOUN
fumecheng-13292	404	34	results	result	NOUN
fumecheng-13292	404	35	of	of	ADP
fumecheng-13292	404	36	different	different	ADJ
fumecheng-13292	404	37	fault	fault	NOUN
fumecheng-13292	404	38	diagnosis	diagnosis	NOUN
fumecheng-13292	404	39	methods	method	NOUN
fumecheng-13292	404	40	for	for	ADP
fumecheng-13292	404	41	case	case	NOUN
fumecheng-13292	404	42	1	1	NUM
fumecheng-13292	404	43	model	model	NOUN
fumecheng-13292	404	44	training	training	NOUN
fumecheng-13292	404	45	accuracy	accuracy	NOUN
fumecheng-13292	404	46	rate	rate	NOUN
fumecheng-13292	404	47	testing	testing	NOUN
fumecheng-13292	404	48	accuracy	accuracy	NOUN
fumecheng-13292	404	49	rate	rate	NOUN
fumecheng-13292	404	50	iwoa	iwoa	ADJ
fumecheng-13292	404	51	-	-	PUNCT
fumecheng-13292	404	52	elm	elm	NOUN
fumecheng-13292	404	53	98.83	98.83	NUM
fumecheng-13292	404	54	%	%	NOUN
fumecheng-13292	404	55	97.5	97.5	NUM
fumecheng-13292	404	56	%	%	NOUN
fumecheng-13292	404	57	woa	woa	NOUN
fumecheng-13292	404	58	-	-	PUNCT
fumecheng-13292	404	59	elm	elm	NOUN
fumecheng-13292	404	60	98.67	98.67	NUM
fumecheng-13292	404	61	%	%	NOUN
fumecheng-13292	404	62	95.5	95.5	NUM
fumecheng-13292	404	63	%	%	NOUN
fumecheng-13292	404	64	gwo	gwo	PROPN
fumecheng-13292	404	65	-	-	PROPN
fumecheng-13292	404	66	elm	elm	NOUN
fumecheng-13292	404	67	98.33	98.33	NUM
fumecheng-13292	404	68	%	%	NOUN
fumecheng-13292	404	69	95.0	95.0	NUM
fumecheng-13292	404	70	%	%	NOUN
fumecheng-13292	404	71	pso	pso	NOUN
fumecheng-13292	404	72	-	-	PUNCT
fumecheng-13292	404	73	elm	elm	NOUN
fumecheng-13292	404	74	98.17	98.17	NUM
fumecheng-13292	404	75	%	%	NOUN
fumecheng-13292	404	76	95.0	95.0	NUM
fumecheng-13292	404	77	%	%	NOUN
fumecheng-13292	404	78	elm	elm	NOUN
fumecheng-13292	404	79	98.17	98.17	NUM
fumecheng-13292	404	80	%	%	NOUN
fumecheng-13292	404	81	90.5	90.5	NUM
fumecheng-13292	404	82	%	%	NOUN
fumecheng-13292	404	83	svm	svm	PROPN
fumecheng-13292	404	84	92.00	92.00	NUM
fumecheng-13292	404	85	%	%	NOUN
fumecheng-13292	404	86	91.25	91.25	NUM
fumecheng-13292	404	87	%	%	NOUN
fumecheng-13292	404	88	table	table	NOUN
fumecheng-13292	404	89	8	8	NUM
fumecheng-13292	404	90	diagnosis	diagnosis	NOUN
fumecheng-13292	404	91	results	result	NOUN
fumecheng-13292	404	92	of	of	ADP
fumecheng-13292	404	93	different	different	ADJ
fumecheng-13292	404	94	fault	fault	NOUN
fumecheng-13292	404	95	diagnosis	diagnosis	NOUN
fumecheng-13292	404	96	methods	method	NOUN
fumecheng-13292	404	97	for	for	ADP
fumecheng-13292	404	98	case	case	NOUN
fumecheng-13292	404	99	2	2	NUM
fumecheng-13292	404	100	model	model	NOUN
fumecheng-13292	404	101	training	training	NOUN
fumecheng-13292	404	102	accuracy	accuracy	NOUN
fumecheng-13292	404	103	rate	rate	NOUN
fumecheng-13292	404	104	testing	testing	NOUN
fumecheng-13292	404	105	accuracy	accuracy	NOUN
fumecheng-13292	404	106	rate	rate	NOUN
fumecheng-13292	404	107	iwoa	iwoa	ADJ
fumecheng-13292	404	108	-	-	PUNCT
fumecheng-13292	404	109	elm	elm	NOUN
fumecheng-13292	404	110	99.00	99.00	NUM
fumecheng-13292	404	111	%	%	NOUN
fumecheng-13292	404	112	96.75	96.75	NUM
fumecheng-13292	404	113	%	%	NOUN
fumecheng-13292	404	114	woa	woa	NOUN
fumecheng-13292	404	115	-	-	PUNCT
fumecheng-13292	404	116	elm	elm	NOUN
fumecheng-13292	404	117	98.17	98.17	NUM
fumecheng-13292	404	118	%	%	NOUN
fumecheng-13292	404	119	96.00	96.00	NUM
fumecheng-13292	404	120	%	%	NOUN
fumecheng-13292	404	121	gwo	gwo	PROPN
fumecheng-13292	404	122	-	-	NOUN
fumecheng-13292	404	123	elm	elm	NOUN
fumecheng-13292	404	124	98.00	98.00	NUM
fumecheng-13292	404	125	%	%	NOUN
fumecheng-13292	404	126	94.75	94.75	NUM
fumecheng-13292	404	127	%	%	NOUN
fumecheng-13292	404	128	pso	pso	NOUN
fumecheng-13292	404	129	-	-	PUNCT
fumecheng-13292	404	130	elm	elm	NOUN
fumecheng-13292	404	131	98.17	98.17	NUM
fumecheng-13292	404	132	%	%	NOUN
fumecheng-13292	404	133	94.75	94.75	NUM
fumecheng-13292	404	134	%	%	NOUN
fumecheng-13292	404	135	elm	elm	NOUN
fumecheng-13292	404	136	98.00	98.00	NUM
fumecheng-13292	404	137	%	%	NOUN
fumecheng-13292	404	138	92.75	92.75	NUM
fumecheng-13292	404	139	%	%	NOUN
fumecheng-13292	404	140	svm	svm	NOUN
fumecheng-13292	404	141	96.17	96.17	NUM
fumecheng-13292	404	142	%	%	NOUN
fumecheng-13292	404	143	94.50	94.50	NUM
fumecheng-13292	404	144	%	%	NOUN
fumecheng-13292	404	145	bearing	bear	VERB
fumecheng-13292	404	146	status	status	NOUN
fumecheng-13292	404	147	training	train	VERB
fumecheng-13292	404	148	number/	number/	NUM
fumecheng-13292	404	149	testing	testing	NOUN
fumecheng-13292	404	150	samples	sample	NOUN
fumecheng-13292	404	151	n	n	CCONJ
fumecheng-13292	404	152	irf0.18	irf0.18	PROPN
fumecheng-13292	404	153	irf0.36	irf0.36	NOUN
fumecheng-13292	404	154	irf0.53	irf0.53	NOUN
fumecheng-13292	404	155	training	training	NOUN
fumecheng-13292	404	156	accuracy	accuracy	NOUN
fumecheng-13292	404	157	testing	testing	NOUN
fumecheng-13292	404	158	accuracy	accuracy	NOUN
fumecheng-13292	404	159	n	n	PROPN
fumecheng-13292	404	160	150/100	150/100	NUM
fumecheng-13292	404	161	149/99	149/99	NUM
fumecheng-13292	404	162	0/0	0/0	NUM
fumecheng-13292	404	163	1/0	1/0	NUM
fumecheng-13292	404	164	0/1	0/1	NUM
fumecheng-13292	404	165	99.33	99.33	NUM
fumecheng-13292	404	166	%	%	NOUN
fumecheng-13292	404	167	99	99	NUM
fumecheng-13292	404	168	%	%	NOUN
fumecheng-13292	404	169	irf-0.18	irf-0.18	PROPN
fumecheng-13292	404	170	150/100	150/100	PROPN
fumecheng-13292	404	171	0/1	0/1	NUM
fumecheng-13292	404	172	145/90	145/90	NUM
fumecheng-13292	404	173	5/9	5/9	NUM
fumecheng-13292	404	174	0/0	0/0	NUM
fumecheng-13292	404	175	96.67	96.67	NUM
fumecheng-13292	404	176	%	%	NOUN
fumecheng-13292	404	177	90	90	NUM
fumecheng-13292	404	178	%	%	NOUN
fumecheng-13292	404	179	irf-0.36	irf-0.36	VERB
fumecheng-13292	404	180	150/100	150/100	NUM
fumecheng-13292	404	181	0/0	0/0	NUM
fumecheng-13292	404	182	0/0	0/0	NUM
fumecheng-13292	404	183	150/100	150/100	NUM
fumecheng-13292	404	184	0/0	0/0	NUM
fumecheng-13292	404	185	100	100	NUM
fumecheng-13292	404	186	%	%	NOUN
fumecheng-13292	404	187	100	100	NUM
fumecheng-13292	404	188	%	%	NOUN
fumecheng-13292	404	189	irf-0.53	irf-0.53	NOUN
fumecheng-13292	404	190	150/100	150/100	NUM
fumecheng-13292	404	191	0/1	0/1	NUM
fumecheng-13292	404	192	0/0	0/0	NUM
fumecheng-13292	404	193	0/1	0/1	NUM
fumecheng-13292	404	194	150/98	150/98	NUM
fumecheng-13292	404	195	100	100	NUM
fumecheng-13292	404	196	%	%	NOUN
fumecheng-13292	404	197	98	98	NUM
fumecheng-13292	404	198	%	%	NOUN
fumecheng-13292	404	199	904	904	NUM
fumecheng-13292	404	200	x.	x.	NOUN
fumecheng-13292	404	201	li	li	PROPN
fumecheng-13292	404	202	,	,	PUNCT
fumecheng-13292	404	203	s.	s.	PROPN
fumecheng-13292	404	204	guo	guo	PROPN
fumecheng-13292	404	205	,	,	PUNCT
fumecheng-13292	404	206	d.	d.	PROPN
fumecheng-13292	404	207	sun	sun	PROPN
fumecheng-13292	404	208	,	,	PUNCT
fumecheng-13292	404	209	l.	l.	PROPN
fumecheng-13292	404	210	cao	cao	PROPN
fumecheng-13292	404	211	,	,	PUNCT
fumecheng-13292	404	212	c.	c.	PROPN
fumecheng-13292	404	213	li	li	PROPN
fumecheng-13292	404	214	,	,	PUNCT
fumecheng-13292	404	215	s.	s.	PROPN
fumecheng-13292	404	216	tian	tian	PROPN
fumecheng-13292	404	217	,	,	PUNCT
fumecheng-13292	404	218	p.	p.	PROPN
fumecheng-13292	404	219	liu	liu	PROPN
fumecheng-13292	404	220	,	,	PUNCT
fumecheng-13292	404	221	y.	y.	PROPN
fumecheng-13292	404	222	qi	qi	PROPN
fumecheng-13292	404	223	in	in	ADP
fumecheng-13292	404	224	the	the	DET
fumecheng-13292	404	225	training	training	NOUN
fumecheng-13292	404	226	set	set	NOUN
fumecheng-13292	404	227	samples	sample	NOUN
fumecheng-13292	404	228	.	.	PUNCT
fumecheng-13292	405	1	this	this	PRON
fumecheng-13292	405	2	suggests	suggest	VERB
fumecheng-13292	405	3	that	that	SCONJ
fumecheng-13292	405	4	the	the	DET
fumecheng-13292	405	5	model	model	NOUN
fumecheng-13292	405	6	effectively	effectively	ADV
fumecheng-13292	405	7	leverages	leverage	VERB
fumecheng-13292	405	8	the	the	DET
fumecheng-13292	405	9	training	training	NOUN
fumecheng-13292	405	10	set	set	NOUN
fumecheng-13292	405	11	,	,	PUNCT
fumecheng-13292	405	12	resulting	result	VERB
fumecheng-13292	405	13	in	in	ADP
fumecheng-13292	405	14	optimal	optimal	ADJ
fumecheng-13292	405	15	training	training	NOUN
fumecheng-13292	405	16	outcomes	outcome	NOUN
fumecheng-13292	405	17	.	.	PUNCT
fumecheng-13292	406	1	the	the	DET
fumecheng-13292	406	2	test	test	NOUN
fumecheng-13292	406	3	set	set	VERB
fumecheng-13292	406	4	samples	sample	NOUN
fumecheng-13292	406	5	further	far	ADV
fumecheng-13292	406	6	validate	validate	VERB
fumecheng-13292	406	7	this	this	DET
fumecheng-13292	406	8	conclusion	conclusion	NOUN
fumecheng-13292	406	9	,	,	PUNCT
fumecheng-13292	406	10	as	as	SCONJ
fumecheng-13292	406	11	the	the	DET
fumecheng-13292	406	12	iwoa	iwoa	VERB
fumecheng-13292	406	13	-	-	PUNCT
fumecheng-13292	406	14	elm	elm	NOUN
fumecheng-13292	406	15	model	model	NOUN
fumecheng-13292	406	16	also	also	ADV
fumecheng-13292	406	17	achieves	achieve	VERB
fumecheng-13292	406	18	the	the	DET
fumecheng-13292	406	19	highest	high	ADJ
fumecheng-13292	406	20	diagnostic	diagnostic	ADJ
fumecheng-13292	406	21	accuracy	accuracy	NOUN
fumecheng-13292	406	22	.	.	PUNCT
fumecheng-13292	407	1	furthermore	furthermore	ADV
fumecheng-13292	407	2	,	,	PUNCT
fumecheng-13292	407	3	comparing	compare	VERB
fumecheng-13292	407	4	the	the	DET
fumecheng-13292	407	5	fault	fault	NOUN
fumecheng-13292	407	6	diagnosis	diagnosis	NOUN
fumecheng-13292	407	7	results	result	NOUN
fumecheng-13292	407	8	with	with	ADP
fumecheng-13292	407	9	and	and	CCONJ
fumecheng-13292	407	10	without	without	ADP
fumecheng-13292	407	11	optimization	optimization	NOUN
fumecheng-13292	407	12	shows	show	VERB
fumecheng-13292	407	13	that	that	SCONJ
fumecheng-13292	407	14	the	the	DET
fumecheng-13292	407	15	optimized	optimize	VERB
fumecheng-13292	407	16	method	method	NOUN
fumecheng-13292	407	17	consistently	consistently	ADV
fumecheng-13292	407	18	outperforms	outperform	VERB
fumecheng-13292	407	19	the	the	DET
fumecheng-13292	407	20	unoptimized	unoptimized	ADJ
fumecheng-13292	407	21	approach	approach	NOUN
fumecheng-13292	407	22	in	in	ADP
fumecheng-13292	407	23	terms	term	NOUN
fumecheng-13292	407	24	of	of	ADP
fumecheng-13292	407	25	accuracy	accuracy	NOUN
fumecheng-13292	407	26	.	.	PUNCT
fumecheng-13292	408	1	in	in	ADP
fumecheng-13292	408	2	addition	addition	NOUN
fumecheng-13292	408	3	,	,	PUNCT
fumecheng-13292	408	4	while	while	SCONJ
fumecheng-13292	408	5	the	the	DET
fumecheng-13292	408	6	elm	elm	NOUN
fumecheng-13292	408	7	diagnostic	diagnostic	ADJ
fumecheng-13292	408	8	model	model	NOUN
fumecheng-13292	408	9	surpasses	surpass	VERB
fumecheng-13292	408	10	the	the	DET
fumecheng-13292	408	11	svm	svm	ADJ
fumecheng-13292	408	12	model	model	NOUN
fumecheng-13292	408	13	on	on	ADP
fumecheng-13292	408	14	the	the	DET
fumecheng-13292	408	15	training	training	NOUN
fumecheng-13292	408	16	set	set	NOUN
fumecheng-13292	408	17	,	,	PUNCT
fumecheng-13292	408	18	the	the	DET
fumecheng-13292	408	19	svm	svm	ADJ
fumecheng-13292	408	20	model	model	NOUN
fumecheng-13292	408	21	performs	perform	VERB
fumecheng-13292	408	22	better	well	ADV
fumecheng-13292	408	23	on	on	ADP
fumecheng-13292	408	24	the	the	DET
fumecheng-13292	408	25	test	test	NOUN
fumecheng-13292	408	26	set	set	NOUN
fumecheng-13292	408	27	.	.	PUNCT
fumecheng-13292	409	1	this	this	DET
fumecheng-13292	409	2	discrepancy	discrepancy	NOUN
fumecheng-13292	409	3	highlights	highlight	VERB
fumecheng-13292	409	4	the	the	DET
fumecheng-13292	409	5	differing	differ	VERB
fumecheng-13292	409	6	applicability	applicability	NOUN
fumecheng-13292	409	7	of	of	ADP
fumecheng-13292	409	8	these	these	DET
fumecheng-13292	409	9	methods	method	NOUN
fumecheng-13292	409	10	to	to	ADP
fumecheng-13292	409	11	various	various	ADJ
fumecheng-13292	409	12	forms	form	NOUN
fumecheng-13292	409	13	of	of	ADP
fumecheng-13292	409	14	fault	fault	NOUN
fumecheng-13292	409	15	diagnosis	diagnosis	NOUN
fumecheng-13292	409	16	,	,	PUNCT
fumecheng-13292	409	17	leading	lead	VERB
fumecheng-13292	409	18	to	to	ADP
fumecheng-13292	409	19	varying	vary	VERB
fumecheng-13292	409	20	diagnostic	diagnostic	ADJ
fumecheng-13292	409	21	results	result	NOUN
fumecheng-13292	409	22	.	.	PUNCT
fumecheng-13292	410	1	however	however	ADV
fumecheng-13292	410	2	,	,	PUNCT
fumecheng-13292	410	3	this	this	PRON
fumecheng-13292	410	4	does	do	AUX
fumecheng-13292	410	5	not	not	PART
fumecheng-13292	410	6	affect	affect	VERB
fumecheng-13292	410	7	the	the	DET
fumecheng-13292	410	8	diagnostic	diagnostic	ADJ
fumecheng-13292	410	9	conclusions	conclusion	NOUN
fumecheng-13292	410	10	.	.	PUNCT
fumecheng-13292	411	1	the	the	DET
fumecheng-13292	411	2	convergence	convergence	NOUN
fumecheng-13292	411	3	curves	curve	NOUN
fumecheng-13292	411	4	of	of	ADP
fumecheng-13292	411	5	the	the	DET
fumecheng-13292	411	6	different	different	ADJ
fumecheng-13292	411	7	diagnostic	diagnostic	ADJ
fumecheng-13292	411	8	models	model	NOUN
fumecheng-13292	411	9	in	in	ADP
fumecheng-13292	411	10	figs	fig	NOUN
fumecheng-13292	411	11	.	.	PUNCT
fumecheng-13292	412	1	10	10	NUM
fumecheng-13292	412	2	and	and	CCONJ
fumecheng-13292	412	3	11	11	NUM
fumecheng-13292	412	4	show	show	VERB
fumecheng-13292	412	5	that	that	SCONJ
fumecheng-13292	412	6	the	the	DET
fumecheng-13292	412	7	iwoa	iwoa	VERB
fumecheng-13292	412	8	-	-	PUNCT
fumecheng-13292	412	9	elm	elm	NOUN
fumecheng-13292	412	10	diagnostic	diagnostic	ADJ
fumecheng-13292	412	11	model	model	NOUN
fumecheng-13292	412	12	gets	get	VERB
fumecheng-13292	412	13	better	well	ADJ
fumecheng-13292	412	14	fitness	fitness	NOUN
fumecheng-13292	412	15	values	value	NOUN
fumecheng-13292	412	16	relative	relative	ADJ
fumecheng-13292	412	17	to	to	ADP
fumecheng-13292	412	18	the	the	DET
fumecheng-13292	412	19	optimized	optimize	VERB
fumecheng-13292	412	20	elm	elm	NOUN
fumecheng-13292	412	21	diagnostic	diagnostic	ADJ
fumecheng-13292	412	22	model	model	NOUN
fumecheng-13292	412	23	by	by	ADP
fumecheng-13292	412	24	other	other	ADJ
fumecheng-13292	412	25	algorithms	algorithm	NOUN
fumecheng-13292	412	26	at	at	ADP
fumecheng-13292	412	27	the	the	DET
fumecheng-13292	412	28	same	same	ADJ
fumecheng-13292	412	29	number	number	NOUN
fumecheng-13292	412	30	of	of	ADP
fumecheng-13292	412	31	iterations	iteration	NOUN
fumecheng-13292	412	32	.	.	PUNCT
fumecheng-13292	413	1	(	(	PUNCT
fumecheng-13292	413	2	a	a	X
fumecheng-13292	413	3	)	)	PUNCT
fumecheng-13292	413	4	(	(	PUNCT
fumecheng-13292	413	5	b	b	X
fumecheng-13292	413	6	)	)	PUNCT
fumecheng-13292	413	7	fig	fig	NOUN
fumecheng-13292	413	8	.	.	PUNCT
fumecheng-13292	414	1	10	10	NUM
fumecheng-13292	414	2	comparison	comparison	NOUN
fumecheng-13292	414	3	of	of	ADP
fumecheng-13292	414	4	different	different	ADJ
fumecheng-13292	414	5	fault	fault	NOUN
fumecheng-13292	414	6	diagnosis	diagnosis	NOUN
fumecheng-13292	414	7	models	model	NOUN
fumecheng-13292	414	8	under	under	ADP
fumecheng-13292	414	9	case	case	NOUN
fumecheng-13292	414	10	1	1	NUM
fumecheng-13292	414	11	:	:	PUNCT
fumecheng-13292	414	12	(	(	PUNCT
fumecheng-13292	414	13	a	a	X
fumecheng-13292	414	14	)	)	PUNCT
fumecheng-13292	414	15	the	the	DET
fumecheng-13292	414	16	convergence	convergence	NOUN
fumecheng-13292	414	17	curves	curve	NOUN
fumecheng-13292	414	18	;	;	PUNCT
fumecheng-13292	414	19	(	(	PUNCT
fumecheng-13292	414	20	b	b	X
fumecheng-13292	414	21	)	)	PUNCT
fumecheng-13292	414	22	comparison	comparison	NOUN
fumecheng-13292	414	23	of	of	ADP
fumecheng-13292	414	24	test	test	NOUN
fumecheng-13292	414	25	set	set	VERB
fumecheng-13292	414	26	prediction	prediction	NOUN
fumecheng-13292	414	27	results	result	VERB
fumecheng-13292	414	28	a	a	DET
fumecheng-13292	414	29	rolling	rolling	ADJ
fumecheng-13292	414	30	bearing	bear	VERB
fumecheng-13292	414	31	fault	fault	NOUN
fumecheng-13292	414	32	diagnosis	diagnosis	NOUN
fumecheng-13292	414	33	method	method	NOUN
fumecheng-13292	414	34	based	base	VERB
fumecheng-13292	414	35	on	on	ADP
fumecheng-13292	414	36	extreme	extreme	ADJ
fumecheng-13292	414	37	learning	learning	NOUN
fumecheng-13292	414	38	machine	machine	NOUN
fumecheng-13292	414	39	...	...	PUNCT
fumecheng-13292	415	1	905	905	NUM
fumecheng-13292	415	2	(	(	PUNCT
fumecheng-13292	415	3	a	a	NOUN
fumecheng-13292	415	4	)	)	PUNCT
fumecheng-13292	415	5	(	(	PUNCT
fumecheng-13292	415	6	b	b	X
fumecheng-13292	415	7	)	)	PUNCT
fumecheng-13292	415	8	fig	fig	NOUN
fumecheng-13292	415	9	.	.	PUNCT
fumecheng-13292	416	1	11	11	NUM
fumecheng-13292	416	2	comparison	comparison	NOUN
fumecheng-13292	416	3	of	of	ADP
fumecheng-13292	416	4	different	different	ADJ
fumecheng-13292	416	5	fault	fault	NOUN
fumecheng-13292	416	6	diagnosis	diagnosis	NOUN
fumecheng-13292	416	7	models	model	NOUN
fumecheng-13292	416	8	under	under	ADP
fumecheng-13292	416	9	case	case	NOUN
fumecheng-13292	416	10	2	2	NUM
fumecheng-13292	416	11	:	:	PUNCT
fumecheng-13292	416	12	(	(	PUNCT
fumecheng-13292	416	13	a	a	X
fumecheng-13292	416	14	)	)	PUNCT
fumecheng-13292	416	15	the	the	DET
fumecheng-13292	416	16	convergence	convergence	NOUN
fumecheng-13292	416	17	curves	curve	NOUN
fumecheng-13292	416	18	;	;	PUNCT
fumecheng-13292	416	19	(	(	PUNCT
fumecheng-13292	416	20	b	b	X
fumecheng-13292	416	21	)	)	PUNCT
fumecheng-13292	416	22	comparison	comparison	NOUN
fumecheng-13292	416	23	of	of	ADP
fumecheng-13292	416	24	test	test	NOUN
fumecheng-13292	416	25	set	set	VERB
fumecheng-13292	416	26	prediction	prediction	NOUN
fumecheng-13292	416	27	results	result	VERB
fumecheng-13292	416	28	5	5	NUM
fumecheng-13292	416	29	.	.	X
fumecheng-13292	417	1	conclusion	conclusion	NOUN
fumecheng-13292	417	2	the	the	DET
fumecheng-13292	417	3	setting	setting	NOUN
fumecheng-13292	417	4	of	of	ADP
fumecheng-13292	417	5	parameters	parameter	NOUN
fumecheng-13292	417	6	has	have	VERB
fumecheng-13292	417	7	a	a	DET
fumecheng-13292	417	8	significant	significant	ADJ
fumecheng-13292	417	9	impact	impact	NOUN
fumecheng-13292	417	10	on	on	ADP
fumecheng-13292	417	11	the	the	DET
fumecheng-13292	417	12	performance	performance	NOUN
fumecheng-13292	417	13	of	of	ADP
fumecheng-13292	417	14	recognition	recognition	NOUN
fumecheng-13292	417	15	algorithms	algorithm	NOUN
fumecheng-13292	417	16	for	for	ADP
fumecheng-13292	417	17	rolling	roll	VERB
fumecheng-13292	417	18	bearing	bear	VERB
fumecheng-13292	417	19	fault	fault	NOUN
fumecheng-13292	417	20	diagnosis	diagnosis	NOUN
fumecheng-13292	417	21	.	.	PUNCT
fumecheng-13292	418	1	in	in	ADP
fumecheng-13292	418	2	response	response	NOUN
fumecheng-13292	418	3	to	to	ADP
fumecheng-13292	418	4	this	this	DET
fumecheng-13292	418	5	issue	issue	NOUN
fumecheng-13292	418	6	,	,	PUNCT
fumecheng-13292	418	7	the	the	DET
fumecheng-13292	418	8	paper	paper	NOUN
fumecheng-13292	418	9	introduces	introduce	VERB
fumecheng-13292	418	10	an	an	DET
fumecheng-13292	418	11	improved	improved	ADJ
fumecheng-13292	418	12	whale	whale	NOUN
fumecheng-13292	418	13	optimization	optimization	NOUN
fumecheng-13292	418	14	algorithm	algorithm	NOUN
fumecheng-13292	418	15	into	into	ADP
fumecheng-13292	418	16	rolling	rolling	ADJ
fumecheng-13292	418	17	bearing	bear	VERB
fumecheng-13292	418	18	fault	fault	NOUN
fumecheng-13292	418	19	detection	detection	NOUN
fumecheng-13292	418	20	and	and	CCONJ
fumecheng-13292	418	21	proposes	propose	VERB
fumecheng-13292	418	22	a	a	DET
fumecheng-13292	418	23	fault	fault	NOUN
fumecheng-13292	418	24	diagnosis	diagnosis	NOUN
fumecheng-13292	418	25	model	model	NOUN
fumecheng-13292	418	26	based	base	VERB
fumecheng-13292	418	27	on	on	ADP
fumecheng-13292	418	28	the	the	DET
fumecheng-13292	418	29	iwoa	iwoa	VERB
fumecheng-13292	418	30	-	-	PUNCT
fumecheng-13292	418	31	elm	elm	NOUN
fumecheng-13292	418	32	algorithm	algorithm	NOUN
fumecheng-13292	418	33	.	.	PUNCT
fumecheng-13292	419	1	firstly	firstly	ADV
fumecheng-13292	419	2	,	,	PUNCT
fumecheng-13292	419	3	the	the	DET
fumecheng-13292	419	4	vmd	vmd	PROPN
fumecheng-13292	419	5	method	method	NOUN
fumecheng-13292	419	6	is	be	AUX
fumecheng-13292	419	7	used	use	VERB
fumecheng-13292	419	8	to	to	PART
fumecheng-13292	419	9	decompose	decompose	VERB
fumecheng-13292	419	10	the	the	DET
fumecheng-13292	419	11	vibration	vibration	NOUN
fumecheng-13292	419	12	signals	signal	NOUN
fumecheng-13292	419	13	of	of	ADP
fumecheng-13292	419	14	rolling	rolling	ADJ
fumecheng-13292	419	15	bearings	bearing	NOUN
fumecheng-13292	419	16	,	,	PUNCT
fumecheng-13292	419	17	and	and	CCONJ
fumecheng-13292	419	18	the	the	DET
fumecheng-13292	419	19	energy	energy	NOUN
fumecheng-13292	419	20	entropy	entropy	NOUN
fumecheng-13292	419	21	values	value	NOUN
fumecheng-13292	419	22	of	of	ADP
fumecheng-13292	419	23	imf	imf	PROPN
fumecheng-13292	419	24	decomposed	decompose	VERB
fumecheng-13292	419	25	for	for	ADP
fumecheng-13292	419	26	different	different	ADJ
fumecheng-13292	419	27	scenarios	scenario	NOUN
fumecheng-13292	419	28	are	be	AUX
fumecheng-13292	419	29	calculated	calculate	VERB
fumecheng-13292	419	30	.	.	PUNCT
fumecheng-13292	420	1	furthermore	furthermore	ADV
fumecheng-13292	420	2	,	,	PUNCT
fumecheng-13292	420	3	multiple	multiple	ADJ
fumecheng-13292	420	4	optimization	optimization	NOUN
fumecheng-13292	420	5	strategies	strategy	NOUN
fumecheng-13292	420	6	are	be	AUX
fumecheng-13292	420	7	used	use	VERB
fumecheng-13292	420	8	to	to	PART
fumecheng-13292	420	9	improve	improve	VERB
fumecheng-13292	420	10	the	the	DET
fumecheng-13292	420	11	performance	performance	NOUN
fumecheng-13292	420	12	of	of	ADP
fumecheng-13292	420	13	the	the	DET
fumecheng-13292	420	14	woa	woa	NOUN
fumecheng-13292	420	15	algorithm	algorithm	NOUN
fumecheng-13292	420	16	,	,	PUNCT
fumecheng-13292	420	17	and	and	CCONJ
fumecheng-13292	420	18	it	it	PRON
fumecheng-13292	420	19	is	be	AUX
fumecheng-13292	420	20	combined	combine	VERB
fumecheng-13292	420	21	with	with	ADP
fumecheng-13292	420	22	elm	elm	NOUN
fumecheng-13292	420	23	to	to	PART
fumecheng-13292	420	24	optimize	optimize	VERB
fumecheng-13292	420	25	the	the	DET
fumecheng-13292	420	26	input	input	NOUN
fumecheng-13292	420	27	layer	layer	NOUN
fumecheng-13292	420	28	weights	weight	NOUN
fumecheng-13292	420	29	and	and	CCONJ
fumecheng-13292	420	30	hidden	hide	VERB
fumecheng-13292	420	31	layer	layer	NOUN
fumecheng-13292	420	32	thresholds	threshold	NOUN
fumecheng-13292	420	33	.	.	PUNCT
fumecheng-13292	421	1	comparing	compare	VERB
fumecheng-13292	421	2	the	the	DET
fumecheng-13292	421	3	improved	improved	ADJ
fumecheng-13292	421	4	algorithm	algorithm	NOUN
fumecheng-13292	421	5	with	with	ADP
fumecheng-13292	421	6	svm	svm	PROPN
fumecheng-13292	421	7	,	,	PUNCT
fumecheng-13292	421	8	elm	elm	PROPN
fumecheng-13292	421	9	,	,	PUNCT
fumecheng-13292	421	10	gwo	gwo	PROPN
fumecheng-13292	421	11	-	-	PROPN
fumecheng-13292	421	12	elm	elm	PROPN
fumecheng-13292	421	13	,	,	PUNCT
fumecheng-13292	421	14	pso	pso	NOUN
fumecheng-13292	421	15	-	-	PUNCT
fumecheng-13292	421	16	elm	elm	NOUN
fumecheng-13292	421	17	,	,	PUNCT
fumecheng-13292	421	18	and	and	CCONJ
fumecheng-13292	421	19	woa906	woa906	PROPN
fumecheng-13292	421	20	x.	x.	PROPN
fumecheng-13292	421	21	li	li	PROPN
fumecheng-13292	421	22	,	,	PUNCT
fumecheng-13292	421	23	s.	s.	PROPN
fumecheng-13292	421	24	guo	guo	PROPN
fumecheng-13292	421	25	,	,	PUNCT
fumecheng-13292	421	26	d.	d.	PROPN
fumecheng-13292	421	27	sun	sun	PROPN
fumecheng-13292	421	28	,	,	PUNCT
fumecheng-13292	421	29	l.	l.	PROPN
fumecheng-13292	421	30	cao	cao	PROPN
fumecheng-13292	421	31	,	,	PUNCT
fumecheng-13292	421	32	c.	c.	PROPN
fumecheng-13292	421	33	li	li	PROPN
fumecheng-13292	421	34	,	,	PUNCT
fumecheng-13292	421	35	s.	s.	PROPN
fumecheng-13292	421	36	tian	tian	PROPN
fumecheng-13292	421	37	,	,	PUNCT
fumecheng-13292	421	38	p.	p.	PROPN
fumecheng-13292	421	39	liu	liu	PROPN
fumecheng-13292	421	40	,	,	PUNCT
fumecheng-13292	421	41	y.	y.	PROPN
fumecheng-13292	421	42	qi	qi	PROPN
fumecheng-13292	421	43	elm	elm	PROPN
fumecheng-13292	421	44	algorithms	algorithm	NOUN
fumecheng-13292	421	45	,	,	PUNCT
fumecheng-13292	421	46	the	the	DET
fumecheng-13292	421	47	diagnostic	diagnostic	ADJ
fumecheng-13292	421	48	results	result	NOUN
fumecheng-13292	421	49	show	show	VERB
fumecheng-13292	421	50	that	that	SCONJ
fumecheng-13292	421	51	the	the	DET
fumecheng-13292	421	52	rolling	roll	VERB
fumecheng-13292	421	53	bearing	bear	VERB
fumecheng-13292	421	54	fault	fault	NOUN
fumecheng-13292	421	55	diagnosis	diagnosis	NOUN
fumecheng-13292	421	56	method	method	NOUN
fumecheng-13292	421	57	based	base	VERB
fumecheng-13292	421	58	on	on	ADP
fumecheng-13292	421	59	iwoa	iwoa	ADJ
fumecheng-13292	421	60	-	-	PUNCT
fumecheng-13292	421	61	elm	elm	NOUN
fumecheng-13292	421	62	can	can	AUX
fumecheng-13292	421	63	effectively	effectively	ADV
fumecheng-13292	421	64	improve	improve	VERB
fumecheng-13292	421	65	the	the	DET
fumecheng-13292	421	66	convergence	convergence	NOUN
fumecheng-13292	421	67	speed	speed	NOUN
fumecheng-13292	421	68	and	and	CCONJ
fumecheng-13292	421	69	have	have	VERB
fumecheng-13292	421	70	a	a	DET
fumecheng-13292	421	71	higher	high	ADJ
fumecheng-13292	421	72	recognition	recognition	NOUN
fumecheng-13292	421	73	rate	rate	NOUN
fumecheng-13292	421	74	.	.	PUNCT
fumecheng-13292	422	1	the	the	DET
fumecheng-13292	422	2	idea	idea	NOUN
fumecheng-13292	422	3	proposed	propose	VERB
fumecheng-13292	422	4	in	in	ADP
fumecheng-13292	422	5	this	this	DET
fumecheng-13292	422	6	paper	paper	NOUN
fumecheng-13292	422	7	of	of	ADP
fumecheng-13292	422	8	optimizing	optimize	VERB
fumecheng-13292	422	9	elm	elm	NOUN
fumecheng-13292	422	10	related	relate	VERB
fumecheng-13292	422	11	parameters	parameter	NOUN
fumecheng-13292	422	12	through	through	ADP
fumecheng-13292	422	13	improved	improve	VERB
fumecheng-13292	422	14	optimization	optimization	NOUN
fumecheng-13292	422	15	algorithms	algorithm	NOUN
fumecheng-13292	422	16	to	to	PART
fumecheng-13292	422	17	enhance	enhance	VERB
fumecheng-13292	422	18	the	the	DET
fumecheng-13292	422	19	performance	performance	NOUN
fumecheng-13292	422	20	of	of	ADP
fumecheng-13292	422	21	rolling	roll	VERB
fumecheng-13292	422	22	bearing	bear	VERB
fumecheng-13292	422	23	fault	fault	NOUN
fumecheng-13292	422	24	diagnosis	diagnosis	NOUN
fumecheng-13292	422	25	can	can	AUX
fumecheng-13292	422	26	provide	provide	VERB
fumecheng-13292	422	27	some	some	DET
fumecheng-13292	422	28	reference	reference	NOUN
fumecheng-13292	422	29	for	for	ADP
fumecheng-13292	422	30	future	future	ADJ
fumecheng-13292	422	31	research	research	NOUN
fumecheng-13292	422	32	on	on	ADP
fumecheng-13292	422	33	rolling	roll	VERB
fumecheng-13292	422	34	bearing	bear	VERB
fumecheng-13292	422	35	fault	fault	NOUN
fumecheng-13292	422	36	diagnosis	diagnosis	NOUN
fumecheng-13292	422	37	.	.	PUNCT
fumecheng-13292	423	1	acknowledgement	acknowledgement	NOUN
fumecheng-13292	423	2	:	:	PUNCT
fumecheng-13292	423	3	this	this	DET
fumecheng-13292	423	4	paper	paper	NOUN
fumecheng-13292	423	5	was	be	AUX
fumecheng-13292	423	6	funded	fund	VERB
fumecheng-13292	423	7	by	by	ADP
fumecheng-13292	423	8	the	the	DET
fumecheng-13292	423	9	science	science	NOUN
fumecheng-13292	423	10	and	and	CCONJ
fumecheng-13292	423	11	technology	technology	NOUN
fumecheng-13292	423	12	project	project	NOUN
fumecheng-13292	423	13	of	of	ADP
fumecheng-13292	423	14	hebei	hebei	PROPN
fumecheng-13292	423	15	education	education	PROPN
fumecheng-13292	423	16	department	department	PROPN
fumecheng-13292	423	17	(	(	PUNCT
fumecheng-13292	423	18	grant	grant	VERB
fumecheng-13292	423	19	no	no	INTJ
fumecheng-13292	423	20	.	.	PUNCT
fumecheng-13292	423	21	:	:	PUNCT
fumecheng-13292	424	1	zd2022087	zd2022087	X
fumecheng-13292	424	2	)	)	PUNCT
fumecheng-13292	424	3	;	;	PUNCT
fumecheng-13292	424	4	the	the	DET
fumecheng-13292	424	5	hebei	hebei	PROPN
fumecheng-13292	424	6	innovation	innovation	NOUN
fumecheng-13292	424	7	center	center	NOUN
fumecheng-13292	424	8	for	for	ADP
fumecheng-13292	424	9	smart	smart	ADJ
fumecheng-13292	424	10	perception	perception	NOUN
fumecheng-13292	424	11	and	and	CCONJ
fumecheng-13292	424	12	applied	apply	VERB
fumecheng-13292	424	13	technology	technology	NOUN
fumecheng-13292	424	14	of	of	ADP
fumecheng-13292	424	15	agricultural	agricultural	ADJ
fumecheng-13292	424	16	data	datum	NOUN
fumecheng-13292	424	17	(	(	PUNCT
fumecheng-13292	424	18	grant	grant	PROPN
fumecheng-13292	424	19	nos	nos	PROPN
fumecheng-13292	424	20	.	.	PUNCT
fumecheng-13292	424	21	:	:	PUNCT
fumecheng-13292	425	1	adic2023y002	adic2023y002	PROPN
fumecheng-13292	425	2	,	,	PUNCT
fumecheng-13292	425	3	adic2024t001	adic2024t001	PROPN
fumecheng-13292	425	4	)	)	PUNCT
fumecheng-13292	425	5	;	;	PUNCT
fumecheng-13292	425	6	the	the	DET
fumecheng-13292	425	7	central	central	ADJ
fumecheng-13292	425	8	government	government	NOUN
fumecheng-13292	425	9	guides	guide	VERB
fumecheng-13292	425	10	the	the	DET
fumecheng-13292	425	11	local	local	ADJ
fumecheng-13292	425	12	science	science	NOUN
fumecheng-13292	425	13	and	and	CCONJ
fumecheng-13292	425	14	technology	technology	NOUN
fumecheng-13292	425	15	development	development	NOUN
fumecheng-13292	425	16	fund	fund	NOUN
fumecheng-13292	425	17	project	project	NOUN
fumecheng-13292	425	18	(	(	PUNCT
fumecheng-13292	425	19	grant	grant	VERB
fumecheng-13292	425	20	no	no	INTJ
fumecheng-13292	425	21	.	.	PUNCT
fumecheng-13292	425	22	:	:	PUNCT
fumecheng-13292	426	1	246z4418	246z4418	NUM
fumecheng-13292	426	2	g	g	NOUN
fumecheng-13292	426	3	)	)	PUNCT
fumecheng-13292	426	4	;	;	PUNCT
fumecheng-13292	426	5	and	and	CCONJ
fumecheng-13292	426	6	the	the	DET
fumecheng-13292	426	7	doctoral	doctoral	ADJ
fumecheng-13292	426	8	foundation	foundation	NOUN
fumecheng-13292	426	9	project	project	NOUN
fumecheng-13292	426	10	of	of	ADP
fumecheng-13292	426	11	north	north	PROPN
fumecheng-13292	426	12	china	china	PROPN
fumecheng-13292	426	13	institute	institute	PROPN
fumecheng-13292	426	14	of	of	ADP
fumecheng-13292	426	15	aerospace	aerospace	PROPN
fumecheng-13292	426	16	engineering	engineering	NOUN
fumecheng-13292	426	17	(	(	PUNCT
fumecheng-13292	426	18	grant	grant	NOUN
fumecheng-13292	426	19	no	no	INTJ
fumecheng-13292	426	20	.	.	PUNCT
fumecheng-13292	426	21	:	:	PUNCT
fumecheng-13292	426	22	bky-2022	bky-2022	NOUN
fumecheng-13292	426	23	-	-	PUNCT
fumecheng-13292	426	24	05	05	NUM
fumecheng-13292	426	25	)	)	PUNCT
fumecheng-13292	426	26	.	.	PUNCT
fumecheng-13292	427	1	references	reference	NOUN
fumecheng-13292	427	2	1	1	NUM
fumecheng-13292	427	3	.	.	PUNCT
fumecheng-13292	428	1	rai	rai	PROPN
fumecheng-13292	428	2	,	,	PUNCT
fumecheng-13292	428	3	a.	a.	PROPN
fumecheng-13292	428	4	,	,	PUNCT
fumecheng-13292	428	5	upadhyay	upadhyay	PROPN
fumecheng-13292	428	6	,	,	PUNCT
fumecheng-13292	428	7	s.	s.	PROPN
fumecheng-13292	428	8	h.	h.	PROPN
fumecheng-13292	428	9	,	,	PUNCT
fumecheng-13292	428	10	2016	2016	NUM
fumecheng-13292	428	11	,	,	PUNCT
fumecheng-13292	428	12	a	a	DET
fumecheng-13292	428	13	review	review	NOUN
fumecheng-13292	428	14	on	on	ADP
fumecheng-13292	428	15	signal	signal	ADJ
fumecheng-13292	428	16	processing	processing	NOUN
fumecheng-13292	428	17	techniques	technique	NOUN
fumecheng-13292	428	18	utilized	utilize	VERB
fumecheng-13292	428	19	in	in	ADP
fumecheng-13292	428	20	the	the	DET
fumecheng-13292	428	21	fault	fault	NOUN
fumecheng-13292	428	22	diagnosis	diagnosis	NOUN
fumecheng-13292	428	23	of	of	ADP
fumecheng-13292	428	24	rolling	rolling	ADJ
fumecheng-13292	428	25	element	element	NOUN
fumecheng-13292	428	26	bearings	bearing	NOUN
fumecheng-13292	428	27	,	,	PUNCT
fumecheng-13292	428	28	tribology	tribology	NOUN
fumecheng-13292	428	29	international	international	NOUN
fumecheng-13292	428	30	,	,	PUNCT
fumecheng-13292	428	31	96	96	NUM
fumecheng-13292	428	32	,	,	PUNCT
fumecheng-13292	428	33	pp	pp	ADJ
fumecheng-13292	428	34	.	.	PUNCT
fumecheng-13292	429	1	289	289	NUM
fumecheng-13292	429	2	-	-	SYM
fumecheng-13292	429	3	306	306	NUM
fumecheng-13292	429	4	.	.	PUNCT
fumecheng-13292	430	1	2	2	X
fumecheng-13292	430	2	.	.	X
fumecheng-13292	430	3	singh	singh	PROPN
fumecheng-13292	430	4	,	,	PUNCT
fumecheng-13292	430	5	j.	j.	PROPN
fumecheng-13292	430	6	,	,	PUNCT
fumecheng-13292	430	7	azamfar	azamfar	ADV
fumecheng-13292	430	8	,	,	PUNCT
fumecheng-13292	430	9	m.	m.	NOUN
fumecheng-13292	430	10	,	,	PUNCT
fumecheng-13292	430	11	li	li	PROPN
fumecheng-13292	430	12	,	,	PUNCT
fumecheng-13292	430	13	f.	f.	PROPN
fumecheng-13292	430	14	,	,	PUNCT
fumecheng-13292	430	15	lee	lee	PROPN
fumecheng-13292	430	16	,	,	PUNCT
fumecheng-13292	430	17	j.	j.	PROPN
fumecheng-13292	430	18	,	,	PUNCT
fumecheng-13292	430	19	2020	2020	NUM
fumecheng-13292	430	20	,	,	PUNCT
fumecheng-13292	430	21	a	a	DET
fumecheng-13292	430	22	systematic	systematic	ADJ
fumecheng-13292	430	23	review	review	NOUN
fumecheng-13292	430	24	of	of	ADP
fumecheng-13292	430	25	machine	machine	NOUN
fumecheng-13292	430	26	learning	learn	VERB
fumecheng-13292	430	27	algorithms	algorithm	NOUN
fumecheng-13292	430	28	for	for	ADP
fumecheng-13292	430	29	prognostics	prognostic	NOUN
fumecheng-13292	430	30	and	and	CCONJ
fumecheng-13292	430	31	health	health	NOUN
fumecheng-13292	430	32	management	management	NOUN
fumecheng-13292	430	33	of	of	ADP
fumecheng-13292	430	34	rolling	rolling	ADJ
fumecheng-13292	430	35	element	element	ADJ
fumecheng-13292	430	36	bearings	bearing	NOUN
fumecheng-13292	430	37	:	:	PUNCT
fumecheng-13292	430	38	fundamentals	fundamental	NOUN
fumecheng-13292	430	39	,	,	PUNCT
fumecheng-13292	430	40	concepts	concept	NOUN
fumecheng-13292	430	41	and	and	CCONJ
fumecheng-13292	430	42	applications	application	NOUN
fumecheng-13292	430	43	,	,	PUNCT
fumecheng-13292	430	44	measurement	measurement	NOUN
fumecheng-13292	430	45	science	science	NOUN
fumecheng-13292	430	46	and	and	CCONJ
fumecheng-13292	430	47	technology	technology	NOUN
fumecheng-13292	430	48	,	,	PUNCT
fumecheng-13292	430	49	32(1	32(1	NUM
fumecheng-13292	430	50	)	)	PUNCT
fumecheng-13292	430	51	,	,	PUNCT
fumecheng-13292	430	52	012001	012001	NUM
fumecheng-13292	430	53	.	.	PUNCT
fumecheng-13292	431	1	3	3	X
fumecheng-13292	431	2	.	.	X
fumecheng-13292	431	3	el	el	NOUN
fumecheng-13292	431	4	-	-	PUNCT
fumecheng-13292	431	5	thalji	thalji	PROPN
fumecheng-13292	431	6	,	,	PUNCT
fumecheng-13292	431	7	i.	i.	NOUN
fumecheng-13292	431	8	,	,	PUNCT
fumecheng-13292	431	9	jantunen	jantunen	PROPN
fumecheng-13292	431	10	,	,	PUNCT
fumecheng-13292	431	11	e.	e.	PROPN
fumecheng-13292	431	12	,	,	PUNCT
fumecheng-13292	431	13	2015	2015	NUM
fumecheng-13292	431	14	,	,	PUNCT
fumecheng-13292	431	15	a	a	DET
fumecheng-13292	431	16	summary	summary	NOUN
fumecheng-13292	431	17	of	of	ADP
fumecheng-13292	431	18	fault	fault	NOUN
fumecheng-13292	431	19	modelling	modelling	NOUN
fumecheng-13292	431	20	and	and	CCONJ
fumecheng-13292	431	21	predictive	predictive	ADJ
fumecheng-13292	431	22	health	health	NOUN
fumecheng-13292	431	23	monitoring	monitoring	NOUN
fumecheng-13292	431	24	of	of	ADP
fumecheng-13292	431	25	rolling	rolling	ADJ
fumecheng-13292	431	26	element	element	NOUN
fumecheng-13292	431	27	bearings	bearing	NOUN
fumecheng-13292	431	28	,	,	PUNCT
fumecheng-13292	431	29	mechanical	mechanical	ADJ
fumecheng-13292	431	30	systems	system	NOUN
fumecheng-13292	431	31	and	and	CCONJ
fumecheng-13292	431	32	signal	signal	NOUN
fumecheng-13292	431	33	processing	processing	NOUN
fumecheng-13292	431	34	,	,	PUNCT
fumecheng-13292	431	35	60	60	NUM
fumecheng-13292	431	36	,	,	PUNCT
fumecheng-13292	431	37	pp	pp	ADJ
fumecheng-13292	431	38	.	.	PUNCT
fumecheng-13292	432	1	252	252	NUM
fumecheng-13292	432	2	-	-	SYM
fumecheng-13292	432	3	272	272	NUM
fumecheng-13292	432	4	.	.	NOUN
fumecheng-13292	433	1	4	4	NUM
fumecheng-13292	433	2	.	.	X
fumecheng-13292	433	3	kamat	kamat	PROPN
fumecheng-13292	433	4	,	,	PUNCT
fumecheng-13292	433	5	p.	p.	NOUN
fumecheng-13292	433	6	,	,	PUNCT
fumecheng-13292	433	7	2024	2024	NUM
fumecheng-13292	433	8	,	,	PUNCT
fumecheng-13292	433	9	fault	fault	VERB
fumecheng-13292	433	10	precognition	precognition	NOUN
fumecheng-13292	433	11	system	system	NOUN
fumecheng-13292	433	12	for	for	ADP
fumecheng-13292	433	13	remaining	remain	VERB
fumecheng-13292	433	14	useful	useful	ADJ
fumecheng-13292	433	15	life	life	NOUN
fumecheng-13292	433	16	estimation	estimation	NOUN
fumecheng-13292	433	17	in	in	ADP
fumecheng-13292	433	18	bearing	bear	VERB
fumecheng-13292	433	19	systems	system	NOUN
fumecheng-13292	433	20	using	use	VERB
fumecheng-13292	433	21	autoencoder	autoencoder	NOUN
fumecheng-13292	433	22	-	-	PUNCT
fumecheng-13292	433	23	lstm	lstm	PROPN
fumecheng-13292	433	24	and	and	CCONJ
fumecheng-13292	433	25	clustering	clustering	ADJ
fumecheng-13292	433	26	techniques	technique	NOUN
fumecheng-13292	433	27	,	,	PUNCT
fumecheng-13292	433	28	journal	journal	PROPN
fumecheng-13292	433	29	européen	européen	PROPN
fumecheng-13292	433	30	des	des	PROPN
fumecheng-13292	433	31	systèmes	systèmes	PROPN
fumecheng-13292	433	32	automatisés	automatisés	PROPN
fumecheng-13292	433	33	,	,	PUNCT
fumecheng-13292	433	34	57(6	57(6	NUM
fumecheng-13292	433	35	)	)	PUNCT
fumecheng-13292	433	36	,	,	PUNCT
fumecheng-13292	433	37	pp	pp	PROPN
fumecheng-13292	433	38	.	.	PUNCT
fumecheng-13292	434	1	1721	1721	NUM
fumecheng-13292	434	2	-	-	SYM
fumecheng-13292	434	3	1728	1728	NUM
fumecheng-13292	434	4	.	.	PUNCT
fumecheng-13292	435	1	5	5	NUM
fumecheng-13292	435	2	.	.	X
fumecheng-13292	435	3	araste	araste	PROPN
fumecheng-13292	435	4	,	,	PUNCT
fumecheng-13292	435	5	z.	z.	PROPN
fumecheng-13292	435	6	,	,	PUNCT
fumecheng-13292	435	7	sadighi	sadighi	PROPN
fumecheng-13292	435	8	,	,	PUNCT
fumecheng-13292	435	9	a.	a.	PROPN
fumecheng-13292	435	10	,	,	PUNCT
fumecheng-13292	435	11	jamimoghaddam	jamimoghaddam	PROPN
fumecheng-13292	435	12	,	,	PUNCT
fumecheng-13292	435	13	m.	m.	NOUN
fumecheng-13292	435	14	,	,	PUNCT
fumecheng-13292	435	15	2023	2023	NUM
fumecheng-13292	435	16	,	,	PUNCT
fumecheng-13292	435	17	fault	fault	VERB
fumecheng-13292	435	18	diagnosis	diagnosis	NOUN
fumecheng-13292	435	19	of	of	ADP
fumecheng-13292	435	20	a	a	DET
fumecheng-13292	435	21	centrifugal	centrifugal	ADJ
fumecheng-13292	435	22	pump	pump	NOUN
fumecheng-13292	435	23	using	use	VERB
fumecheng-13292	435	24	electrical	electrical	ADJ
fumecheng-13292	435	25	signature	signature	NOUN
fumecheng-13292	435	26	analysis	analysis	NOUN
fumecheng-13292	435	27	and	and	CCONJ
fumecheng-13292	435	28	support	support	VERB
fumecheng-13292	435	29	vector	vector	NOUN
fumecheng-13292	435	30	machine	machine	NOUN
fumecheng-13292	435	31	,	,	PUNCT
fumecheng-13292	435	32	journal	journal	NOUN
fumecheng-13292	435	33	of	of	ADP
fumecheng-13292	435	34	vibration	vibration	NOUN
fumecheng-13292	435	35	engineering	engineering	NOUN
fumecheng-13292	435	36	&	&	CCONJ
fumecheng-13292	435	37	technologies	technology	NOUN
fumecheng-13292	435	38	,	,	PUNCT
fumecheng-13292	435	39	11(5	11(5	NUM
fumecheng-13292	435	40	)	)	PUNCT
fumecheng-13292	435	41	,	,	PUNCT
fumecheng-13292	435	42	pp	pp	ADP
fumecheng-13292	435	43	.	.	PUNCT
fumecheng-13292	436	1	2057	2057	NUM
fumecheng-13292	436	2	-	-	SYM
fumecheng-13292	436	3	2067	2067	NUM
fumecheng-13292	436	4	.	.	PUNCT
fumecheng-13292	437	1	6	6	NUM
fumecheng-13292	437	2	.	.	X
fumecheng-13292	438	1	islam	islam	PROPN
fumecheng-13292	438	2	,	,	PUNCT
fumecheng-13292	438	3	m.	m.	NOUN
fumecheng-13292	438	4	m.	m.	NOUN
fumecheng-13292	438	5	,	,	PUNCT
fumecheng-13292	438	6	kim	kim	PROPN
fumecheng-13292	438	7	,	,	PUNCT
fumecheng-13292	438	8	j.	j.	PROPN
fumecheng-13292	438	9	m.	m.	PROPN
fumecheng-13292	438	10	,	,	PUNCT
fumecheng-13292	438	11	2024	2024	NUM
fumecheng-13292	438	12	,	,	PUNCT
fumecheng-13292	438	13	time	time	NOUN
fumecheng-13292	438	14	–	–	PUNCT
fumecheng-13292	438	15	frequency	frequency	NOUN
fumecheng-13292	438	16	envelope	envelope	NOUN
fumecheng-13292	438	17	analysis	analysis	NOUN
fumecheng-13292	438	18	-	-	PUNCT
fumecheng-13292	438	19	based	base	VERB
fumecheng-13292	438	20	sub	sub	ADJ
fumecheng-13292	438	21	-	-	ADJ
fumecheng-13292	438	22	band	band	ADJ
fumecheng-13292	438	23	selection	selection	NOUN
fumecheng-13292	438	24	and	and	CCONJ
fumecheng-13292	438	25	probabilistic	probabilistic	ADJ
fumecheng-13292	438	26	support	support	NOUN
fumecheng-13292	438	27	vector	vector	NOUN
fumecheng-13292	438	28	machines	machine	NOUN
fumecheng-13292	438	29	for	for	ADP
fumecheng-13292	438	30	multi	multi	ADJ
fumecheng-13292	438	31	-	-	ADJ
fumecheng-13292	438	32	fault	fault	VERB
fumecheng-13292	438	33	diagnosis	diagnosis	NOUN
fumecheng-13292	438	34	of	of	ADP
fumecheng-13292	438	35	low	low	ADJ
fumecheng-13292	438	36	-	-	PUNCT
fumecheng-13292	438	37	speed	speed	NOUN
fumecheng-13292	438	38	bearings	bearing	NOUN
fumecheng-13292	438	39	,	,	PUNCT
fumecheng-13292	438	40	journal	journal	NOUN
fumecheng-13292	438	41	of	of	ADP
fumecheng-13292	438	42	ambient	ambient	ADJ
fumecheng-13292	438	43	intelligence	intelligence	NOUN
fumecheng-13292	438	44	and	and	CCONJ
fumecheng-13292	438	45	humanized	humanize	VERB
fumecheng-13292	438	46	computing	computing	NOUN
fumecheng-13292	438	47	,	,	PUNCT
fumecheng-13292	438	48	15	15	NUM
fumecheng-13292	438	49	,	,	PUNCT
fumecheng-13292	438	50	pp	pp	ADJ
fumecheng-13292	438	51	.	.	PUNCT
fumecheng-13292	438	52	1527–1542	1527–1542	NUM
fumecheng-13292	438	53	.	.	PUNCT
fumecheng-13292	439	1	7	7	X
fumecheng-13292	439	2	.	.	X
fumecheng-13292	439	3	shi	shi	PROPN
fumecheng-13292	439	4	,	,	PUNCT
fumecheng-13292	439	5	q.	q.	PROPN
fumecheng-13292	439	6	,	,	PUNCT
fumecheng-13292	439	7	zhang	zhang	PROPN
fumecheng-13292	439	8	,	,	PUNCT
fumecheng-13292	439	9	h.	h.	PROPN
fumecheng-13292	439	10	,	,	PUNCT
fumecheng-13292	439	11	2020	2020	NUM
fumecheng-13292	439	12	,	,	PUNCT
fumecheng-13292	439	13	fault	fault	VERB
fumecheng-13292	439	14	diagnosis	diagnosis	NOUN
fumecheng-13292	439	15	of	of	ADP
fumecheng-13292	439	16	an	an	DET
fumecheng-13292	439	17	autonomous	autonomous	ADJ
fumecheng-13292	439	18	vehicle	vehicle	NOUN
fumecheng-13292	439	19	with	with	ADP
fumecheng-13292	439	20	an	an	DET
fumecheng-13292	439	21	improved	improve	VERB
fumecheng-13292	439	22	svm	svm	ADJ
fumecheng-13292	439	23	algorithm	algorithm	NOUN
fumecheng-13292	439	24	subject	subject	ADJ
fumecheng-13292	439	25	to	to	ADP
fumecheng-13292	439	26	unbalanced	unbalanced	ADJ
fumecheng-13292	439	27	datasets	dataset	NOUN
fumecheng-13292	439	28	,	,	PUNCT
fumecheng-13292	439	29	ieee	ieee	NOUN
fumecheng-13292	439	30	transactions	transaction	NOUN
fumecheng-13292	439	31	on	on	ADP
fumecheng-13292	439	32	industrial	industrial	ADJ
fumecheng-13292	439	33	electronics	electronic	NOUN
fumecheng-13292	439	34	,	,	PUNCT
fumecheng-13292	439	35	68(7	68(7	NUM
fumecheng-13292	439	36	)	)	PUNCT
fumecheng-13292	439	37	,	,	PUNCT
fumecheng-13292	439	38	pp	pp	ADP
fumecheng-13292	439	39	.	.	PUNCT
fumecheng-13292	440	1	6248	6248	NUM
fumecheng-13292	440	2	-	-	SYM
fumecheng-13292	440	3	6256	6256	NUM
fumecheng-13292	440	4	.	.	PUNCT
fumecheng-13292	441	1	8	8	NUM
fumecheng-13292	441	2	.	.	X
fumecheng-13292	441	3	seghiour	seghiour	PROPN
fumecheng-13292	441	4	,	,	PUNCT
fumecheng-13292	441	5	a.	a.	NOUN
fumecheng-13292	441	6	,	,	PUNCT
fumecheng-13292	441	7	abbas	abbas	PROPN
fumecheng-13292	441	8	,	,	PUNCT
fumecheng-13292	441	9	h.	h.	PROPN
fumecheng-13292	441	10	a.	a.	PROPN
fumecheng-13292	441	11	,	,	PUNCT
fumecheng-13292	441	12	chouder	chouder	PROPN
fumecheng-13292	441	13	,	,	PUNCT
fumecheng-13292	441	14	a.	a.	NOUN
fumecheng-13292	441	15	,	,	PUNCT
fumecheng-13292	441	16	rabhi	rabhi	PROPN
fumecheng-13292	441	17	,	,	PUNCT
fumecheng-13292	441	18	a.	a.	NOUN
fumecheng-13292	441	19	,	,	PUNCT
fumecheng-13292	441	20	2023	2023	NUM
fumecheng-13292	441	21	,	,	PUNCT
fumecheng-13292	441	22	deep	deep	ADJ
fumecheng-13292	441	23	learning	learning	NOUN
fumecheng-13292	441	24	method	method	NOUN
fumecheng-13292	441	25	based	base	VERB
fumecheng-13292	441	26	on	on	ADP
fumecheng-13292	441	27	autoencoder	autoencoder	PROPN
fumecheng-13292	441	28	neural	neural	ADJ
fumecheng-13292	441	29	network	network	NOUN
fumecheng-13292	441	30	applied	apply	VERB
fumecheng-13292	441	31	to	to	ADP
fumecheng-13292	441	32	faults	fault	NOUN
fumecheng-13292	441	33	detection	detection	NOUN
fumecheng-13292	441	34	and	and	CCONJ
fumecheng-13292	441	35	diagnosis	diagnosis	NOUN
fumecheng-13292	441	36	of	of	ADP
fumecheng-13292	441	37	photovoltaic	photovoltaic	NOUN
fumecheng-13292	441	38	system	system	NOUN
fumecheng-13292	441	39	,	,	PUNCT
fumecheng-13292	441	40	simulation	simulation	NOUN
fumecheng-13292	441	41	modelling	model	VERB
fumecheng-13292	441	42	practice	practice	NOUN
fumecheng-13292	441	43	and	and	CCONJ
fumecheng-13292	441	44	theory	theory	NOUN
fumecheng-13292	441	45	,	,	PUNCT
fumecheng-13292	441	46	123	123	NUM
fumecheng-13292	441	47	,	,	PUNCT
fumecheng-13292	441	48	102704	102704	NUM
fumecheng-13292	441	49	.	.	PUNCT
fumecheng-13292	442	1	9	9	X
fumecheng-13292	442	2	.	.	X
fumecheng-13292	442	3	ghorvei	ghorvei	NOUN
fumecheng-13292	442	4	,	,	PUNCT
fumecheng-13292	442	5	m.	m.	NOUN
fumecheng-13292	442	6	,	,	PUNCT
fumecheng-13292	442	7	kavianpour	kavianpour	PROPN
fumecheng-13292	442	8	,	,	PUNCT
fumecheng-13292	442	9	m.	m.	NOUN
fumecheng-13292	442	10	,	,	PUNCT
fumecheng-13292	442	11	beheshti	beheshti	NOUN
fumecheng-13292	442	12	,	,	PUNCT
fumecheng-13292	442	13	m.	m.	NOUN
fumecheng-13292	442	14	t.	t.	PROPN
fumecheng-13292	442	15	,	,	PUNCT
fumecheng-13292	442	16	ramezani	ramezani	PROPN
fumecheng-13292	442	17	,	,	PUNCT
fumecheng-13292	442	18	a.	a.	NOUN
fumecheng-13292	442	19	,	,	PUNCT
fumecheng-13292	442	20	2023	2023	NUM
fumecheng-13292	442	21	,	,	PUNCT
fumecheng-13292	442	22	spatial	spatial	ADJ
fumecheng-13292	442	23	graph	graph	NOUN
fumecheng-13292	442	24	convolutional	convolutional	ADJ
fumecheng-13292	442	25	neural	neural	ADJ
fumecheng-13292	442	26	network	network	NOUN
fumecheng-13292	442	27	via	via	ADP
fumecheng-13292	442	28	structured	structured	ADJ
fumecheng-13292	442	29	subdomain	subdomain	NOUN
fumecheng-13292	442	30	adaptation	adaptation	NOUN
fumecheng-13292	442	31	and	and	CCONJ
fumecheng-13292	442	32	domain	domain	VERB
fumecheng-13292	442	33	adversarial	adversarial	ADJ
fumecheng-13292	442	34	learning	learning	NOUN
fumecheng-13292	442	35	for	for	ADP
fumecheng-13292	442	36	bearing	bear	VERB
fumecheng-13292	442	37	fault	fault	NOUN
fumecheng-13292	442	38	diagnosis	diagnosis	NOUN
fumecheng-13292	442	39	,	,	PUNCT
fumecheng-13292	442	40	neurocomputing	neurocomputing	NOUN
fumecheng-13292	442	41	,	,	PUNCT
fumecheng-13292	442	42	517	517	NUM
fumecheng-13292	442	43	,	,	PUNCT
fumecheng-13292	442	44	pp	pp	ADJ
fumecheng-13292	442	45	.	.	PUNCT
fumecheng-13292	443	1	44	44	NUM
fumecheng-13292	443	2	-	-	SYM
fumecheng-13292	443	3	61	61	NUM
fumecheng-13292	443	4	.	.	PUNCT
fumecheng-13292	444	1	10	10	NUM
fumecheng-13292	444	2	.	.	PUNCT
fumecheng-13292	445	1	lee	lee	PROPN
fumecheng-13292	445	2	,	,	PUNCT
fumecheng-13292	445	3	c.	c.	PROPN
fumecheng-13292	445	4	y.	y.	PROPN
fumecheng-13292	445	5	,	,	PUNCT
fumecheng-13292	445	6	ou	ou	PROPN
fumecheng-13292	445	7	,	,	PUNCT
fumecheng-13292	445	8	h.	h.	PROPN
fumecheng-13292	445	9	y.	y.	PROPN
fumecheng-13292	445	10	,	,	PUNCT
fumecheng-13292	445	11	2021	2021	NUM
fumecheng-13292	445	12	,	,	PUNCT
fumecheng-13292	445	13	induction	induction	NOUN
fumecheng-13292	445	14	motor	motor	NOUN
fumecheng-13292	445	15	multiclass	multiclass	ADJ
fumecheng-13292	445	16	fault	fault	NOUN
fumecheng-13292	445	17	diagnosis	diagnosis	NOUN
fumecheng-13292	445	18	based	base	VERB
fumecheng-13292	445	19	on	on	ADP
fumecheng-13292	445	20	mean	mean	ADJ
fumecheng-13292	445	21	impact	impact	NOUN
fumecheng-13292	445	22	value	value	NOUN
fumecheng-13292	445	23	and	and	CCONJ
fumecheng-13292	445	24	pso	pso	NOUN
fumecheng-13292	445	25	-	-	PUNCT
fumecheng-13292	445	26	bpnn	bpnn	NOUN
fumecheng-13292	445	27	,	,	PUNCT
fumecheng-13292	445	28	symmetry	symmetry	NOUN
fumecheng-13292	445	29	,	,	PUNCT
fumecheng-13292	445	30	13(1	13(1	NUM
fumecheng-13292	445	31	)	)	PUNCT
fumecheng-13292	445	32	,	,	PUNCT
fumecheng-13292	445	33	104	104	NUM
fumecheng-13292	445	34	.	.	PUNCT
fumecheng-13292	445	35	11	11	NUM
fumecheng-13292	445	36	.	.	PUNCT
fumecheng-13292	446	1	thomas	thomas	PROPN
fumecheng-13292	446	2	,	,	PUNCT
fumecheng-13292	446	3	j.	j.	PROPN
fumecheng-13292	446	4	b.	b.	PROPN
fumecheng-13292	446	5	,	,	PUNCT
fumecheng-13292	446	6	chaudhari	chaudhari	PROPN
fumecheng-13292	446	7	,	,	PUNCT
fumecheng-13292	446	8	s.	s.	PROPN
fumecheng-13292	446	9	g.	g.	PROPN
fumecheng-13292	446	10	,	,	PUNCT
fumecheng-13292	446	11	shihabudheen	shihabudheen	PROPN
fumecheng-13292	446	12	,	,	PUNCT
fumecheng-13292	446	13	k.	k.	PROPN
fumecheng-13292	446	14	v.	v.	PROPN
fumecheng-13292	446	15	,	,	PUNCT
fumecheng-13292	446	16	verma	verma	PROPN
fumecheng-13292	446	17	,	,	PUNCT
fumecheng-13292	446	18	n.	n.	PROPN
fumecheng-13292	446	19	k.	k.	PROPN
fumecheng-13292	446	20	,	,	PUNCT
fumecheng-13292	446	21	2023	2023	NUM
fumecheng-13292	446	22	,	,	PUNCT
fumecheng-13292	446	23	cnn	cnn	PROPN
fumecheng-13292	446	24	-	-	PUNCT
fumecheng-13292	446	25	based	base	VERB
fumecheng-13292	446	26	transformer	transformer	NOUN
fumecheng-13292	446	27	model	model	NOUN
fumecheng-13292	446	28	for	for	ADP
fumecheng-13292	446	29	fault	fault	NOUN
fumecheng-13292	446	30	detection	detection	NOUN
fumecheng-13292	446	31	in	in	ADP
fumecheng-13292	446	32	power	power	NOUN
fumecheng-13292	446	33	system	system	NOUN
fumecheng-13292	446	34	networks	network	NOUN
fumecheng-13292	446	35	,	,	PUNCT
fumecheng-13292	446	36	ieee	ieee	NOUN
fumecheng-13292	446	37	transactions	transaction	NOUN
fumecheng-13292	446	38	on	on	ADP
fumecheng-13292	446	39	instrumentation	instrumentation	NOUN
fumecheng-13292	446	40	and	and	CCONJ
fumecheng-13292	446	41	measurement	measurement	NOUN
fumecheng-13292	446	42	,	,	PUNCT
fumecheng-13292	446	43	72	72	NUM
fumecheng-13292	446	44	,	,	PUNCT
fumecheng-13292	446	45	2504210	2504210	NUM
fumecheng-13292	446	46	.	.	PUNCT
fumecheng-13292	447	1	12	12	NUM
fumecheng-13292	447	2	.	.	PUNCT
fumecheng-13292	448	1	huang	huang	PROPN
fumecheng-13292	448	2	,	,	PUNCT
fumecheng-13292	448	3	t.	t.	PROPN
fumecheng-13292	448	4	,	,	PUNCT
fumecheng-13292	448	5	zhang	zhang	PROPN
fumecheng-13292	448	6	,	,	PUNCT
fumecheng-13292	448	7	q.	q.	PROPN
fumecheng-13292	448	8	,	,	PUNCT
fumecheng-13292	448	9	tang	tang	PROPN
fumecheng-13292	448	10	,	,	PUNCT
fumecheng-13292	448	11	x.	x.	PROPN
fumecheng-13292	448	12	,	,	PUNCT
fumecheng-13292	448	13	zhao	zhao	PROPN
fumecheng-13292	448	14	,	,	PUNCT
fumecheng-13292	448	15	s.	s.	PROPN
fumecheng-13292	448	16	,	,	PUNCT
fumecheng-13292	448	17	lu	lu	PROPN
fumecheng-13292	448	18	,	,	PUNCT
fumecheng-13292	448	19	x.	x.	NOUN
fumecheng-13292	448	20	,	,	PUNCT
fumecheng-13292	448	21	2022	2022	NUM
fumecheng-13292	448	22	,	,	PUNCT
fumecheng-13292	448	23	a	a	DET
fumecheng-13292	448	24	novel	novel	ADJ
fumecheng-13292	448	25	fault	fault	NOUN
fumecheng-13292	448	26	diagnosis	diagnosis	NOUN
fumecheng-13292	448	27	method	method	NOUN
fumecheng-13292	448	28	based	base	VERB
fumecheng-13292	448	29	on	on	ADP
fumecheng-13292	448	30	cnn	cnn	PROPN
fumecheng-13292	448	31	and	and	CCONJ
fumecheng-13292	448	32	lstm	lstm	PROPN
fumecheng-13292	448	33	and	and	CCONJ
fumecheng-13292	448	34	its	its	PRON
fumecheng-13292	448	35	application	application	NOUN
fumecheng-13292	448	36	in	in	ADP
fumecheng-13292	448	37	fault	fault	NOUN
fumecheng-13292	448	38	diagnosis	diagnosis	NOUN
fumecheng-13292	448	39	for	for	ADP
fumecheng-13292	448	40	complex	complex	ADJ
fumecheng-13292	448	41	systems	system	NOUN
fumecheng-13292	448	42	,	,	PUNCT
fumecheng-13292	448	43	artificial	artificial	ADJ
fumecheng-13292	448	44	intelligence	intelligence	NOUN
fumecheng-13292	448	45	review	review	NOUN
fumecheng-13292	448	46	,	,	PUNCT
fumecheng-13292	448	47	55(2	55(2	NUM
fumecheng-13292	448	48	)	)	PUNCT
fumecheng-13292	448	49	,	,	PUNCT
fumecheng-13292	448	50	pp	pp	PROPN
fumecheng-13292	448	51	.	.	PUNCT
fumecheng-13292	449	1	1289	1289	NUM
fumecheng-13292	449	2	-	-	SYM
fumecheng-13292	449	3	1315	1315	NUM
fumecheng-13292	449	4	.	.	PUNCT
fumecheng-13292	450	1	13	13	NUM
fumecheng-13292	450	2	.	.	PUNCT
fumecheng-13292	451	1	janssens	janssen	NOUN
fumecheng-13292	451	2	,	,	PUNCT
fumecheng-13292	451	3	o.	o.	PROPN
fumecheng-13292	451	4	,	,	PUNCT
fumecheng-13292	451	5	slavkovikj	slavkovikj	PROPN
fumecheng-13292	451	6	,	,	PUNCT
fumecheng-13292	451	7	v.	v.	ADV
fumecheng-13292	451	8	,	,	PUNCT
fumecheng-13292	451	9	vervisch	vervisch	PROPN
fumecheng-13292	451	10	,	,	PUNCT
fumecheng-13292	451	11	b.	b.	PROPN
fumecheng-13292	451	12	,	,	PUNCT
fumecheng-13292	451	13	stockman	stockman	PROPN
fumecheng-13292	451	14	,	,	PUNCT
fumecheng-13292	451	15	k.	k.	PROPN
fumecheng-13292	451	16	,	,	PUNCT
fumecheng-13292	451	17	loccufier	loccufier	PROPN
fumecheng-13292	451	18	,	,	PUNCT
fumecheng-13292	451	19	m.	m.	NOUN
fumecheng-13292	451	20	,	,	PUNCT
fumecheng-13292	451	21	verstockt	verstockt	NOUN
fumecheng-13292	451	22	,	,	PUNCT
fumecheng-13292	451	23	s.	s.	PROPN
fumecheng-13292	451	24	,	,	PUNCT
fumecheng-13292	451	25	van	van	PROPN
fumecheng-13292	451	26	hoecke	hoecke	PROPN
fumecheng-13292	451	27	,	,	PUNCT
fumecheng-13292	451	28	s.	s.	PROPN
fumecheng-13292	451	29	,	,	PUNCT
fumecheng-13292	451	30	2016	2016	NUM
fumecheng-13292	451	31	,	,	PUNCT
fumecheng-13292	451	32	convolutional	convolutional	ADJ
fumecheng-13292	451	33	neural	neural	ADJ
fumecheng-13292	451	34	network	network	NOUN
fumecheng-13292	451	35	based	base	VERB
fumecheng-13292	451	36	fault	fault	NOUN
fumecheng-13292	451	37	detection	detection	NOUN
fumecheng-13292	451	38	for	for	ADP
fumecheng-13292	451	39	rotating	rotate	VERB
fumecheng-13292	451	40	machinery	machinery	NOUN
fumecheng-13292	451	41	,	,	PUNCT
fumecheng-13292	451	42	journal	journal	NOUN
fumecheng-13292	451	43	of	of	ADP
fumecheng-13292	451	44	sound	sound	NOUN
fumecheng-13292	451	45	and	and	CCONJ
fumecheng-13292	451	46	vibration	vibration	NOUN
fumecheng-13292	451	47	,	,	PUNCT
fumecheng-13292	451	48	377	377	NUM
fumecheng-13292	451	49	,	,	PUNCT
fumecheng-13292	451	50	pp	pp	ADJ
fumecheng-13292	451	51	.	.	PUNCT
fumecheng-13292	452	1	331	331	NUM
fumecheng-13292	452	2	-	-	SYM
fumecheng-13292	452	3	345	345	NUM
fumecheng-13292	452	4	.	.	PUNCT
fumecheng-13292	453	1	14	14	NUM
fumecheng-13292	453	2	.	.	PUNCT
fumecheng-13292	454	1	huang	huang	PROPN
fumecheng-13292	454	2	,	,	PUNCT
fumecheng-13292	454	3	g.	g.	PROPN
fumecheng-13292	454	4	b.	b.	PROPN
fumecheng-13292	454	5	,	,	PUNCT
fumecheng-13292	454	6	zhu	zhu	PROPN
fumecheng-13292	454	7	,	,	PUNCT
fumecheng-13292	454	8	q.	q.	PROPN
fumecheng-13292	454	9	y.	y.	PROPN
fumecheng-13292	454	10	,	,	PUNCT
fumecheng-13292	454	11	siew	siew	PROPN
fumecheng-13292	454	12	,	,	PUNCT
fumecheng-13292	454	13	c.	c.	PROPN
fumecheng-13292	454	14	k.	k.	PROPN
fumecheng-13292	454	15	,	,	PUNCT
fumecheng-13292	454	16	2006	2006	NUM
fumecheng-13292	454	17	,	,	PUNCT
fumecheng-13292	454	18	extreme	extreme	ADJ
fumecheng-13292	454	19	learning	learning	NOUN
fumecheng-13292	454	20	machine	machine	NOUN
fumecheng-13292	454	21	:	:	PUNCT
fumecheng-13292	454	22	theory	theory	NOUN
fumecheng-13292	454	23	and	and	CCONJ
fumecheng-13292	454	24	applications	application	NOUN
fumecheng-13292	454	25	,	,	PUNCT
fumecheng-13292	454	26	neurocomputing	neurocomputing	NOUN
fumecheng-13292	454	27	,	,	PUNCT
fumecheng-13292	454	28	70(1	70(1	NOUN
fumecheng-13292	454	29	-	-	SYM
fumecheng-13292	454	30	3	3	NUM
fumecheng-13292	454	31	)	)	PUNCT
fumecheng-13292	454	32	,	,	PUNCT
fumecheng-13292	454	33	pp	pp	PROPN
fumecheng-13292	454	34	.	.	PUNCT
fumecheng-13292	455	1	489	489	NUM
fumecheng-13292	455	2	-	-	SYM
fumecheng-13292	455	3	501	501	NUM
fumecheng-13292	455	4	.	.	PUNCT
fumecheng-13292	456	1	a	a	DET
fumecheng-13292	456	2	rolling	rolling	ADJ
fumecheng-13292	456	3	bearing	bear	VERB
fumecheng-13292	456	4	fault	fault	NOUN
fumecheng-13292	456	5	diagnosis	diagnosis	NOUN
fumecheng-13292	456	6	method	method	NOUN
fumecheng-13292	456	7	based	base	VERB
fumecheng-13292	456	8	on	on	ADP
fumecheng-13292	456	9	extreme	extreme	ADJ
fumecheng-13292	456	10	learning	learning	NOUN
fumecheng-13292	456	11	machine	machine	NOUN
fumecheng-13292	456	12	...	...	PUNCT
fumecheng-13292	456	13	907	907	NUM
fumecheng-13292	456	14	15	15	NUM
fumecheng-13292	456	15	.	.	PUNCT
fumecheng-13292	457	1	zhao	zhao	NOUN
fumecheng-13292	457	2	,	,	PUNCT
fumecheng-13292	457	3	y.	y.	PROPN
fumecheng-13292	457	4	p.	p.	PROPN
fumecheng-13292	457	5	,	,	PUNCT
fumecheng-13292	457	6	chen	chen	PROPN
fumecheng-13292	457	7	,	,	PUNCT
fumecheng-13292	457	8	y.	y.	PROPN
fumecheng-13292	457	9	b.	b.	PROPN
fumecheng-13292	457	10	,	,	PUNCT
fumecheng-13292	457	11	2022	2022	NUM
fumecheng-13292	457	12	,	,	PUNCT
fumecheng-13292	457	13	extreme	extreme	ADJ
fumecheng-13292	457	14	learning	learning	NOUN
fumecheng-13292	457	15	machine	machine	NOUN
fumecheng-13292	457	16	based	base	VERB
fumecheng-13292	457	17	transfer	transfer	NOUN
fumecheng-13292	457	18	learning	learning	NOUN
fumecheng-13292	457	19	for	for	ADP
fumecheng-13292	457	20	aero	aero	PROPN
fumecheng-13292	457	21	engine	engine	NOUN
fumecheng-13292	457	22	fault	fault	NOUN
fumecheng-13292	457	23	diagnosis	diagnosis	NOUN
fumecheng-13292	457	24	,	,	PUNCT
fumecheng-13292	457	25	aerospace	aerospace	NOUN
fumecheng-13292	457	26	science	science	NOUN
fumecheng-13292	457	27	and	and	CCONJ
fumecheng-13292	457	28	technology	technology	NOUN
fumecheng-13292	457	29	,	,	PUNCT
fumecheng-13292	457	30	121	121	NUM
fumecheng-13292	457	31	,	,	PUNCT
fumecheng-13292	457	32	107311	107311	NUM
fumecheng-13292	457	33	.	.	PUNCT
fumecheng-13292	458	1	16	16	NUM
fumecheng-13292	458	2	.	.	PUNCT
fumecheng-13292	458	3	jayapal	jayapal	PROPN
fumecheng-13292	458	4	,	,	PUNCT
fumecheng-13292	458	5	p.	p.	PROPN
fumecheng-13292	458	6	k.	k.	PROPN
fumecheng-13292	458	7	,	,	PUNCT
fumecheng-13292	458	8	muvva	muvva	PROPN
fumecheng-13292	458	9	,	,	PUNCT
fumecheng-13292	458	10	v.	v.	PROPN
fumecheng-13292	458	11	r.	r.	PROPN
fumecheng-13292	458	12	,	,	PUNCT
fumecheng-13292	458	13	desanamukula	desanamukula	PROPN
fumecheng-13292	458	14	,	,	PUNCT
fumecheng-13292	458	15	v.	v.	PROPN
fumecheng-13292	458	16	s.	s.	PROPN
fumecheng-13292	458	17	,	,	PUNCT
fumecheng-13292	458	18	2023	2023	NUM
fumecheng-13292	458	19	,	,	PUNCT
fumecheng-13292	458	20	stacked	stack	VERB
fumecheng-13292	458	21	extreme	extreme	ADJ
fumecheng-13292	458	22	learning	learning	NOUN
fumecheng-13292	458	23	machine	machine	NOUN
fumecheng-13292	458	24	with	with	ADP
fumecheng-13292	458	25	horse	horse	NOUN
fumecheng-13292	458	26	herd	herd	NOUN
fumecheng-13292	458	27	optimization	optimization	NOUN
fumecheng-13292	458	28	:	:	PUNCT
fumecheng-13292	458	29	a	a	DET
fumecheng-13292	458	30	methodology	methodology	NOUN
fumecheng-13292	458	31	for	for	ADP
fumecheng-13292	458	32	traffic	traffic	NOUN
fumecheng-13292	458	33	sign	sign	NOUN
fumecheng-13292	458	34	recognition	recognition	NOUN
fumecheng-13292	458	35	in	in	ADP
fumecheng-13292	458	36	advanced	advanced	ADJ
fumecheng-13292	458	37	driver	driver	NOUN
fumecheng-13292	458	38	assistance	assistance	NOUN
fumecheng-13292	458	39	systems	system	NOUN
fumecheng-13292	458	40	,	,	PUNCT
fumecheng-13292	458	41	mechatronics	mechatronic	NOUN
fumecheng-13292	458	42	and	and	CCONJ
fumecheng-13292	458	43	intelligent	intelligent	ADJ
fumecheng-13292	458	44	transportation	transportation	NOUN
fumecheng-13292	458	45	systems	system	NOUN
fumecheng-13292	458	46	,	,	PUNCT
fumecheng-13292	458	47	2(3	2(3	NUM
fumecheng-13292	458	48	)	)	PUNCT
fumecheng-13292	458	49	,	,	PUNCT
fumecheng-13292	458	50	pp	pp	ADP
fumecheng-13292	458	51	.	.	PUNCT
fumecheng-13292	459	1	131	131	NUM
fumecheng-13292	459	2	-	-	SYM
fumecheng-13292	459	3	145	145	NUM
fumecheng-13292	459	4	.	.	PUNCT
fumecheng-13292	460	1	17	17	NUM
fumecheng-13292	460	2	.	.	PUNCT
fumecheng-13292	461	1	wang	wang	PROPN
fumecheng-13292	461	2	,	,	PUNCT
fumecheng-13292	461	3	j.	j.	PROPN
fumecheng-13292	461	4	,	,	PUNCT
fumecheng-13292	461	5	zhang	zhang	PROPN
fumecheng-13292	461	6	,	,	PUNCT
fumecheng-13292	461	7	y.	y.	PROPN
fumecheng-13292	461	8	,	,	PUNCT
fumecheng-13292	461	9	zhang	zhang	PROPN
fumecheng-13292	461	10	,	,	PUNCT
fumecheng-13292	461	11	f.	f.	PROPN
fumecheng-13292	461	12	,	,	PUNCT
fumecheng-13292	461	13	li	li	PROPN
fumecheng-13292	461	14	,	,	PUNCT
fumecheng-13292	461	15	w.	w.	PROPN
fumecheng-13292	461	16	,	,	PUNCT
fumecheng-13292	461	17	lv	lv	PROPN
fumecheng-13292	461	18	,	,	PUNCT
fumecheng-13292	461	19	s.	s.	PROPN
fumecheng-13292	461	20	,	,	PUNCT
fumecheng-13292	461	21	jiang	jiang	PROPN
fumecheng-13292	461	22	,	,	PUNCT
fumecheng-13292	461	23	m.	m.	NOUN
fumecheng-13292	461	24	,	,	PUNCT
fumecheng-13292	461	25	jia	jia	PROPN
fumecheng-13292	461	26	,	,	PUNCT
fumecheng-13292	461	27	l.	l.	PROPN
fumecheng-13292	461	28	,	,	PUNCT
fumecheng-13292	461	29	2021	2021	NUM
fumecheng-13292	461	30	,	,	PUNCT
fumecheng-13292	461	31	accuracy	accuracy	NOUN
fumecheng-13292	461	32	-	-	PUNCT
fumecheng-13292	461	33	improved	improve	VERB
fumecheng-13292	461	34	bearing	bear	VERB
fumecheng-13292	461	35	fault	fault	NOUN
fumecheng-13292	461	36	diagnosis	diagnosis	NOUN
fumecheng-13292	461	37	method	method	NOUN
fumecheng-13292	461	38	based	base	VERB
fumecheng-13292	461	39	on	on	ADP
fumecheng-13292	461	40	avmd	avmd	PROPN
fumecheng-13292	461	41	theory	theory	NOUN
fumecheng-13292	461	42	and	and	CCONJ
fumecheng-13292	461	43	awpso	awpso	ADJ
fumecheng-13292	461	44	-	-	PUNCT
fumecheng-13292	461	45	elm	elm	NOUN
fumecheng-13292	461	46	model	model	NOUN
fumecheng-13292	461	47	,	,	PUNCT
fumecheng-13292	461	48	measurement	measurement	NOUN
fumecheng-13292	461	49	,	,	PUNCT
fumecheng-13292	461	50	181	181	NUM
fumecheng-13292	461	51	,	,	PUNCT
fumecheng-13292	461	52	109666	109666	NUM
fumecheng-13292	461	53	.	.	PUNCT
fumecheng-13292	462	1	18	18	NUM
fumecheng-13292	462	2	.	.	X
fumecheng-13292	463	1	zhang	zhang	PROPN
fumecheng-13292	463	2	,	,	PUNCT
fumecheng-13292	463	3	x.	x.	PROPN
fumecheng-13292	463	4	,	,	PUNCT
fumecheng-13292	463	5	yang	yang	PROPN
fumecheng-13292	463	6	,	,	PUNCT
fumecheng-13292	463	7	z.	z.	PROPN
fumecheng-13292	463	8	,	,	PUNCT
fumecheng-13292	463	9	cao	cao	PROPN
fumecheng-13292	463	10	,	,	PUNCT
fumecheng-13292	463	11	f.	f.	PROPN
fumecheng-13292	463	12	,	,	PUNCT
fumecheng-13292	463	13	cao	cao	PROPN
fumecheng-13292	463	14	,	,	PUNCT
fumecheng-13292	463	15	j.	j.	PROPN
fumecheng-13292	463	16	,	,	PUNCT
fumecheng-13292	463	17	wang	wang	PROPN
fumecheng-13292	463	18	,	,	PUNCT
fumecheng-13292	463	19	m.	m.	NOUN
fumecheng-13292	463	20	,	,	PUNCT
fumecheng-13292	463	21	cai	cai	PROPN
fumecheng-13292	463	22	,	,	PUNCT
fumecheng-13292	463	23	n.	n.	NOUN
fumecheng-13292	463	24	,	,	PUNCT
fumecheng-13292	463	25	2020	2020	NUM
fumecheng-13292	463	26	,	,	PUNCT
fumecheng-13292	463	27	conditioning	condition	VERB
fumecheng-13292	463	28	optimization	optimization	NOUN
fumecheng-13292	463	29	of	of	ADP
fumecheng-13292	463	30	extreme	extreme	ADJ
fumecheng-13292	463	31	learning	learning	NOUN
fumecheng-13292	463	32	machine	machine	NOUN
fumecheng-13292	463	33	by	by	ADP
fumecheng-13292	463	34	multitask	multitask	ADJ
fumecheng-13292	463	35	beetle	beetle	NOUN
fumecheng-13292	463	36	antennae	antennae	NOUN
fumecheng-13292	463	37	swarm	swarm	NOUN
fumecheng-13292	463	38	algorithm	algorithm	NOUN
fumecheng-13292	463	39	,	,	PUNCT
fumecheng-13292	463	40	memetic	memetic	ADJ
fumecheng-13292	463	41	computing	computing	NOUN
fumecheng-13292	463	42	,	,	PUNCT
fumecheng-13292	463	43	12	12	NUM
fumecheng-13292	463	44	,	,	PUNCT
fumecheng-13292	463	45	pp	pp	ADJ
fumecheng-13292	463	46	.	.	PUNCT
fumecheng-13292	464	1	151	151	NUM
fumecheng-13292	464	2	-	-	SYM
fumecheng-13292	464	3	164	164	NUM
fumecheng-13292	464	4	.	.	PUNCT
fumecheng-13292	465	1	19	19	NUM
fumecheng-13292	465	2	.	.	PUNCT
fumecheng-13292	465	3	wu	wu	PROPN
fumecheng-13292	465	4	,	,	PUNCT
fumecheng-13292	465	5	x.	x.	PROPN
fumecheng-13292	465	6	,	,	PUNCT
fumecheng-13292	465	7	zhang	zhang	PROPN
fumecheng-13292	465	8	,	,	PUNCT
fumecheng-13292	465	9	s.	s.	PROPN
fumecheng-13292	465	10	e.	e.	PROPN
fumecheng-13292	465	11	n.	n.	PROPN
fumecheng-13292	465	12	,	,	PUNCT
fumecheng-13292	465	13	xiao	xiao	PROPN
fumecheng-13292	465	14	,	,	PUNCT
fumecheng-13292	465	15	w.	w.	PROPN
fumecheng-13292	465	16	,	,	PUNCT
fumecheng-13292	465	17	yin	yin	PROPN
fumecheng-13292	465	18	,	,	PUNCT
fumecheng-13292	465	19	y.	y.	PROPN
fumecheng-13292	465	20	,	,	PUNCT
fumecheng-13292	465	21	2019	2019	NUM
fumecheng-13292	465	22	,	,	PUNCT
fumecheng-13292	465	23	the	the	DET
fumecheng-13292	465	24	exploration	exploration	NOUN
fumecheng-13292	465	25	/	/	SYM
fumecheng-13292	465	26	exploitation	exploitation	NOUN
fumecheng-13292	465	27	tradeoff	tradeoff	NOUN
fumecheng-13292	465	28	in	in	ADP
fumecheng-13292	465	29	whale	whale	NOUN
fumecheng-13292	465	30	optimization	optimization	NOUN
fumecheng-13292	465	31	algorithm	algorithm	NOUN
fumecheng-13292	465	32	,	,	PUNCT
fumecheng-13292	465	33	ieee	ieee	NOUN
fumecheng-13292	465	34	access	access	NOUN
fumecheng-13292	465	35	,	,	PUNCT
fumecheng-13292	465	36	7	7	NUM
fumecheng-13292	465	37	,	,	PUNCT
fumecheng-13292	465	38	pp	pp	ADJ
fumecheng-13292	465	39	.	.	PUNCT
fumecheng-13292	466	1	125919	125919	NUM
fumecheng-13292	466	2	-	-	SYM
fumecheng-13292	466	3	125928	125928	NUM
fumecheng-13292	466	4	.	.	PUNCT
fumecheng-13292	467	1	20	20	NUM
fumecheng-13292	467	2	.	.	PUNCT
fumecheng-13292	467	3	shim	shim	NOUN
fumecheng-13292	467	4	,	,	PUNCT
fumecheng-13292	467	5	e.	e.	PROPN
fumecheng-13292	467	6	s.	s.	PROPN
fumecheng-13292	467	7	,	,	PUNCT
fumecheng-13292	467	8	kim	kim	PROPN
fumecheng-13292	467	9	,	,	PUNCT
fumecheng-13292	467	10	h.	h.	PROPN
fumecheng-13292	467	11	d.	d.	PROPN
fumecheng-13292	467	12	,	,	PUNCT
fumecheng-13292	467	13	lee	lee	PROPN
fumecheng-13292	467	14	,	,	PUNCT
fumecheng-13292	467	15	s.	s.	PROPN
fumecheng-13292	467	16	2024	2024	NUM
fumecheng-13292	467	17	,	,	PUNCT
fumecheng-13292	467	18	optimal	optimal	ADJ
fumecheng-13292	467	19	multi	multi	ADJ
fumecheng-13292	467	20	-	-	ADJ
fumecheng-13292	467	21	impulse	impulse	ADJ
fumecheng-13292	467	22	elliptic	elliptic	ADJ
fumecheng-13292	467	23	rendezvous	rendezvous	NOUN
fumecheng-13292	467	24	using	use	VERB
fumecheng-13292	467	25	stagnation	stagnation	NOUN
fumecheng-13292	467	26	escaping	escape	VERB
fumecheng-13292	467	27	whale	whale	NOUN
fumecheng-13292	467	28	optimization	optimization	NOUN
fumecheng-13292	467	29	algorithm	algorithm	NOUN
fumecheng-13292	467	30	,	,	PUNCT
fumecheng-13292	467	31	international	international	ADJ
fumecheng-13292	467	32	journal	journal	NOUN
fumecheng-13292	467	33	of	of	ADP
fumecheng-13292	467	34	aeronautical	aeronautical	NOUN
fumecheng-13292	467	35	and	and	CCONJ
fumecheng-13292	467	36	space	space	NOUN
fumecheng-13292	467	37	sciences	science	NOUN
fumecheng-13292	467	38	,	,	PUNCT
fumecheng-13292	467	39	25	25	NUM
fumecheng-13292	467	40	,	,	PUNCT
fumecheng-13292	467	41	pp	pp	ADJ
fumecheng-13292	467	42	.	.	PUNCT
fumecheng-13292	468	1	1092	1092	NUM
fumecheng-13292	468	2	-	-	SYM
fumecheng-13292	468	3	1104	1104	NUM
fumecheng-13292	468	4	.	.	PUNCT
fumecheng-13292	469	1	21	21	NUM
fumecheng-13292	469	2	.	.	X
fumecheng-13292	469	3	abdel	abdel	NOUN
fumecheng-13292	469	4	-	-	PUNCT
fumecheng-13292	469	5	basset	basset	NOUN
fumecheng-13292	469	6	,	,	PUNCT
fumecheng-13292	469	7	m.	m.	NOUN
fumecheng-13292	469	8	,	,	PUNCT
fumecheng-13292	469	9	manogaran	manogaran	ADJ
fumecheng-13292	469	10	,	,	PUNCT
fumecheng-13292	469	11	g.	g.	PROPN
fumecheng-13292	469	12	,	,	PUNCT
fumecheng-13292	469	13	el	el	PROPN
fumecheng-13292	469	14	-	-	PUNCT
fumecheng-13292	469	15	shahat	shahat	PROPN
fumecheng-13292	469	16	,	,	PUNCT
fumecheng-13292	469	17	d.	d.	PROPN
fumecheng-13292	469	18	,	,	PUNCT
fumecheng-13292	469	19	mirjalili	mirjalili	NOUN
fumecheng-13292	469	20	,	,	PUNCT
fumecheng-13292	469	21	s.	s.	PROPN
fumecheng-13292	469	22	,	,	PUNCT
fumecheng-13292	469	23	2018	2018	NUM
fumecheng-13292	469	24	,	,	PUNCT
fumecheng-13292	469	25	a	a	DET
fumecheng-13292	469	26	hybrid	hybrid	ADJ
fumecheng-13292	469	27	whale	whale	NOUN
fumecheng-13292	469	28	optimization	optimization	NOUN
fumecheng-13292	469	29	algorithm	algorithm	NOUN
fumecheng-13292	469	30	based	base	VERB
fumecheng-13292	469	31	on	on	ADP
fumecheng-13292	469	32	local	local	ADJ
fumecheng-13292	469	33	search	search	NOUN
fumecheng-13292	469	34	strategy	strategy	NOUN
fumecheng-13292	469	35	for	for	ADP
fumecheng-13292	469	36	the	the	DET
fumecheng-13292	469	37	permutation	permutation	NOUN
fumecheng-13292	469	38	flow	flow	NOUN
fumecheng-13292	469	39	shop	shop	NOUN
fumecheng-13292	469	40	scheduling	scheduling	NOUN
fumecheng-13292	469	41	problem	problem	NOUN
fumecheng-13292	469	42	,	,	PUNCT
fumecheng-13292	469	43	future	future	ADJ
fumecheng-13292	469	44	generation	generation	NOUN
fumecheng-13292	469	45	computer	computer	NOUN
fumecheng-13292	469	46	systems	system	NOUN
fumecheng-13292	469	47	,	,	PUNCT
fumecheng-13292	469	48	85	85	NUM
fumecheng-13292	469	49	,	,	PUNCT
fumecheng-13292	469	50	pp	pp	ADJ
fumecheng-13292	469	51	.	.	PUNCT
fumecheng-13292	470	1	129	129	NUM
fumecheng-13292	470	2	-	-	SYM
fumecheng-13292	470	3	145	145	NUM
fumecheng-13292	470	4	.	.	PUNCT
fumecheng-13292	471	1	22	22	NUM
fumecheng-13292	471	2	.	.	PUNCT
fumecheng-13292	471	3	dragomiretskiy	dragomiretskiy	NOUN
fumecheng-13292	471	4	,	,	PUNCT
fumecheng-13292	471	5	k.	k.	PROPN
fumecheng-13292	471	6	,	,	PUNCT
fumecheng-13292	471	7	zosso	zosso	PROPN
fumecheng-13292	471	8	,	,	PUNCT
fumecheng-13292	471	9	d.	d.	PROPN
fumecheng-13292	471	10	,	,	PUNCT
fumecheng-13292	471	11	2013	2013	NUM
fumecheng-13292	471	12	,	,	PUNCT
fumecheng-13292	471	13	variational	variational	ADJ
fumecheng-13292	471	14	mode	mode	NOUN
fumecheng-13292	471	15	decomposition	decomposition	NOUN
fumecheng-13292	471	16	,	,	PUNCT
fumecheng-13292	471	17	ieee	ieee	NOUN
fumecheng-13292	471	18	transactions	transaction	NOUN
fumecheng-13292	471	19	on	on	ADP
fumecheng-13292	471	20	signal	signal	ADJ
fumecheng-13292	471	21	processing	processing	NOUN
fumecheng-13292	471	22	,	,	PUNCT
fumecheng-13292	471	23	62(3	62(3	NOUN
fumecheng-13292	471	24	)	)	PUNCT
fumecheng-13292	471	25	,	,	PUNCT
fumecheng-13292	471	26	pp	pp	ADJ
fumecheng-13292	471	27	.	.	PUNCT
fumecheng-13292	472	1	531	531	NUM
fumecheng-13292	472	2	-	-	SYM
fumecheng-13292	472	3	544	544	NUM
fumecheng-13292	472	4	.	.	NOUN
fumecheng-13292	472	5	23	23	NUM
fumecheng-13292	472	6	.	.	PUNCT
fumecheng-13292	473	1	yu	yu	PROPN
fumecheng-13292	473	2	,	,	PUNCT
fumecheng-13292	473	3	y.	y.	PROPN
fumecheng-13292	473	4	,	,	PUNCT
fumecheng-13292	473	5	yu	yu	PROPN
fumecheng-13292	473	6	,	,	PUNCT
fumecheng-13292	473	7	d.	d.	PROPN
fumecheng-13292	473	8	j.	j.	PROPN
fumecheng-13292	473	9	,	,	PUNCT
fumecheng-13292	473	10	cheng	cheng	PROPN
fumecheng-13292	473	11	,	,	PUNCT
fumecheng-13292	473	12	j.	j.	PROPN
fumecheng-13292	473	13	s.	s.	PROPN
fumecheng-13292	473	14	,	,	PUNCT
fumecheng-13292	473	15	2006	2006	NUM
fumecheng-13292	473	16	,	,	PUNCT
fumecheng-13292	473	17	a	a	DET
fumecheng-13292	473	18	roller	roller	NOUN
fumecheng-13292	473	19	bearing	bear	VERB
fumecheng-13292	473	20	fault	fault	NOUN
fumecheng-13292	473	21	diagnosis	diagnosis	NOUN
fumecheng-13292	473	22	method	method	NOUN
fumecheng-13292	473	23	based	base	VERB
fumecheng-13292	473	24	on	on	ADP
fumecheng-13292	473	25	emd	emd	PROPN
fumecheng-13292	473	26	energy	energy	NOUN
fumecheng-13292	473	27	entropy	entropy	PROPN
fumecheng-13292	473	28	and	and	CCONJ
fumecheng-13292	473	29	ann	ann	PROPN
fumecheng-13292	473	30	,	,	PUNCT
fumecheng-13292	473	31	journal	journal	NOUN
fumecheng-13292	473	32	of	of	ADP
fumecheng-13292	473	33	sound	sound	NOUN
fumecheng-13292	473	34	and	and	CCONJ
fumecheng-13292	473	35	vibration	vibration	NOUN
fumecheng-13292	473	36	,	,	PUNCT
fumecheng-13292	473	37	294(1	294(1	NUM
fumecheng-13292	473	38	-	-	SYM
fumecheng-13292	473	39	2	2	NUM
fumecheng-13292	473	40	)	)	PUNCT
fumecheng-13292	473	41	,	,	PUNCT
fumecheng-13292	473	42	pp	pp	PROPN
fumecheng-13292	473	43	.	.	PUNCT
fumecheng-13292	474	1	269	269	NUM
fumecheng-13292	474	2	-	-	SYM
fumecheng-13292	474	3	277	277	NUM
fumecheng-13292	474	4	.	.	PUNCT
fumecheng-13292	475	1	24	24	NUM
fumecheng-13292	475	2	.	.	X
fumecheng-13292	476	1	zhang	zhang	PROPN
fumecheng-13292	476	2	,	,	PUNCT
fumecheng-13292	476	3	n.	n.	PROPN
fumecheng-13292	476	4	,	,	PUNCT
fumecheng-13292	476	5	zhao	zhao	PROPN
fumecheng-13292	476	6	,	,	PUNCT
fumecheng-13292	476	7	z.	z.	PROPN
fumecheng-13292	476	8	d.	d.	PROPN
fumecheng-13292	476	9	,	,	PUNCT
fumecheng-13292	476	10	bao	bao	PROPN
fumecheng-13292	476	11	,	,	PUNCT
fumecheng-13292	476	12	x.	x.	NOUN
fumecheng-13292	476	13	a.	a.	PROPN
fumecheng-13292	476	14	,	,	PUNCT
fumecheng-13292	476	15	qian	qian	PROPN
fumecheng-13292	476	16	,	,	PUNCT
fumecheng-13292	476	17	j.	j.	PROPN
fumecheng-13292	476	18	,	,	PUNCT
fumecheng-13292	476	19	wu	wu	PROPN
fumecheng-13292	476	20	,	,	PUNCT
fumecheng-13292	476	21	b.	b.	PROPN
fumecheng-13292	476	22	,	,	PUNCT
fumecheng-13292	476	23	2020	2020	NUM
fumecheng-13292	476	24	,	,	PUNCT
fumecheng-13292	476	25	gravitational	gravitational	ADJ
fumecheng-13292	476	26	search	search	NOUN
fumecheng-13292	476	27	algorithm	algorithm	NOUN
fumecheng-13292	476	28	based	base	VERB
fumecheng-13292	476	29	on	on	ADP
fumecheng-13292	476	30	improved	improved	ADJ
fumecheng-13292	476	31	tent	tent	NOUN
fumecheng-13292	476	32	chaos	chaos	NOUN
fumecheng-13292	476	33	,	,	PUNCT
fumecheng-13292	476	34	control	control	NOUN
fumecheng-13292	476	35	and	and	CCONJ
fumecheng-13292	476	36	decision	decision	NOUN
fumecheng-13292	476	37	,	,	PUNCT
fumecheng-13292	476	38	35(4	35(4	NUM
fumecheng-13292	476	39	)	)	PUNCT
fumecheng-13292	476	40	,	,	PUNCT
fumecheng-13292	476	41	pp	pp	PROPN
fumecheng-13292	476	42	.	.	PUNCT
fumecheng-13292	477	1	893	893	NUM
fumecheng-13292	477	2	-	-	SYM
fumecheng-13292	477	3	900	900	NUM
fumecheng-13292	477	4	.	.	PUNCT
fumecheng-13292	478	1	25	25	NUM
fumecheng-13292	478	2	.	.	PUNCT
fumecheng-13292	479	1	jiang	jiang	PROPN
fumecheng-13292	479	2	,	,	PUNCT
fumecheng-13292	479	3	t.	t.	PROPN
fumecheng-13292	479	4	,	,	PUNCT
fumecheng-13292	479	5	zhang	zhang	PROPN
fumecheng-13292	479	6	,	,	PUNCT
fumecheng-13292	479	7	c.	c.	PROPN
fumecheng-13292	479	8	,	,	PUNCT
fumecheng-13292	479	9	zhu	zhu	PROPN
fumecheng-13292	479	10	,	,	PUNCT
fumecheng-13292	479	11	h.	h.	PROPN
fumecheng-13292	479	12	,	,	PUNCT
fumecheng-13292	479	13	gu	gu	PROPN
fumecheng-13292	479	14	,	,	PUNCT
fumecheng-13292	479	15	j.	j.	PROPN
fumecheng-13292	479	16	,	,	PUNCT
fumecheng-13292	479	17	deng	deng	PROPN
fumecheng-13292	479	18	,	,	PUNCT
fumecheng-13292	479	19	g.	g.	PROPN
fumecheng-13292	479	20	,	,	PUNCT
fumecheng-13292	479	21	2018	2018	NUM
fumecheng-13292	479	22	,	,	PUNCT
fumecheng-13292	479	23	energy	energy	NOUN
fumecheng-13292	479	24	-	-	PUNCT
fumecheng-13292	479	25	efficient	efficient	ADJ
fumecheng-13292	479	26	scheduling	scheduling	NOUN
fumecheng-13292	479	27	for	for	ADP
fumecheng-13292	479	28	a	a	DET
fumecheng-13292	479	29	job	job	NOUN
fumecheng-13292	479	30	shop	shop	NOUN
fumecheng-13292	479	31	using	use	VERB
fumecheng-13292	479	32	an	an	DET
fumecheng-13292	479	33	improved	improved	ADJ
fumecheng-13292	479	34	whale	whale	NOUN
fumecheng-13292	479	35	optimization	optimization	NOUN
fumecheng-13292	479	36	algorithm	algorithm	NOUN
fumecheng-13292	479	37	,	,	PUNCT
fumecheng-13292	479	38	mathematics	mathematic	NOUN
fumecheng-13292	479	39	,	,	PUNCT
fumecheng-13292	479	40	6(11	6(11	NUM
fumecheng-13292	479	41	)	)	PUNCT
fumecheng-13292	479	42	,	,	PUNCT
fumecheng-13292	479	43	220	220	NUM
fumecheng-13292	479	44	.	.	NOUN
fumecheng-13292	479	45	26	26	NUM
fumecheng-13292	479	46	.	.	PUNCT
fumecheng-13292	480	1	lv	lv	PROPN
fumecheng-13292	480	2	,	,	PUNCT
fumecheng-13292	480	3	h.	h.	PROPN
fumecheng-13292	480	4	,	,	PUNCT
fumecheng-13292	480	5	feng	feng	PROPN
fumecheng-13292	480	6	,	,	PUNCT
fumecheng-13292	480	7	z.	z.	PROPN
fumecheng-13292	480	8	,	,	PUNCT
fumecheng-13292	480	9	wang	wang	PROPN
fumecheng-13292	480	10	,	,	PUNCT
fumecheng-13292	480	11	x.	x.	PROPN
fumecheng-13292	480	12	,	,	PUNCT
fumecheng-13292	480	13	zhou	zhou	PROPN
fumecheng-13292	480	14	,	,	PUNCT
fumecheng-13292	480	15	w.	w.	PROPN
fumecheng-13292	480	16	,	,	PUNCT
fumecheng-13292	480	17	chen	chen	PROPN
fumecheng-13292	480	18	,	,	PUNCT
fumecheng-13292	480	19	b.	b.	PROPN
fumecheng-13292	480	20	,	,	PUNCT
fumecheng-13292	480	21	2021	2021	NUM
fumecheng-13292	480	22	,	,	PUNCT
fumecheng-13292	480	23	structural	structural	ADJ
fumecheng-13292	480	24	damage	damage	NOUN
fumecheng-13292	480	25	identification	identification	NOUN
fumecheng-13292	480	26	based	base	VERB
fumecheng-13292	480	27	on	on	ADP
fumecheng-13292	480	28	hybrid	hybrid	ADJ
fumecheng-13292	480	29	whale	whale	NOUN
fumecheng-13292	480	30	annealing	anneal	VERB
fumecheng-13292	480	31	algorithm	algorithm	NOUN
fumecheng-13292	480	32	and	and	CCONJ
fumecheng-13292	480	33	sparse	sparse	ADJ
fumecheng-13292	480	34	regularization	regularization	NOUN
fumecheng-13292	480	35	,	,	PUNCT
fumecheng-13292	480	36	j.	j.	PROPN
fumecheng-13292	480	37	vib	vib	PROPN
fumecheng-13292	480	38	.	.	PUNCT
fumecheng-13292	480	39	shock	shock	NOUN
fumecheng-13292	480	40	,	,	PUNCT
fumecheng-13292	480	41	40	40	NUM
fumecheng-13292	480	42	,	,	PUNCT
fumecheng-13292	480	43	pp	pp	ADJ
fumecheng-13292	480	44	.	.	PUNCT
fumecheng-13292	480	45	85	85	NUM
fumecheng-13292	480	46	-	-	SYM
fumecheng-13292	480	47	91	91	NUM
fumecheng-13292	480	48	.	.	PUNCT
fumecheng-13292	481	1	27	27	NUM
fumecheng-13292	481	2	.	.	PUNCT
fumecheng-13292	482	1	teng	teng	PROPN
fumecheng-13292	482	2	,	,	PUNCT
fumecheng-13292	482	3	x.	x.	PROPN
fumecheng-13292	482	4	,	,	PUNCT
fumecheng-13292	482	5	luo	luo	PROPN
fumecheng-13292	482	6	,	,	PUNCT
fumecheng-13292	482	7	y.	y.	PROPN
fumecheng-13292	482	8	,	,	PUNCT
fumecheng-13292	482	9	zheng	zheng	PROPN
fumecheng-13292	482	10	,	,	PUNCT
fumecheng-13292	482	11	t.	t.	PROPN
fumecheng-13292	482	12	,	,	PUNCT
fumecheng-13292	482	13	zhang	zhang	PROPN
fumecheng-13292	482	14	,	,	PUNCT
fumecheng-13292	482	15	x.	x.	PROPN
fumecheng-13292	482	16	,	,	PUNCT
fumecheng-13292	482	17	2022	2022	NUM
fumecheng-13292	482	18	,	,	PUNCT
fumecheng-13292	482	19	an	an	DET
fumecheng-13292	482	20	improved	improved	ADJ
fumecheng-13292	482	21	whale	whale	NOUN
fumecheng-13292	482	22	optimization	optimization	NOUN
fumecheng-13292	482	23	algorithm	algorithm	NOUN
fumecheng-13292	482	24	based	base	VERB
fumecheng-13292	482	25	on	on	ADP
fumecheng-13292	482	26	aggregation	aggregation	NOUN
fumecheng-13292	482	27	potential	potential	ADJ
fumecheng-13292	482	28	energy	energy	NOUN
fumecheng-13292	482	29	for	for	ADP
fumecheng-13292	482	30	qos	qos	NOUN
fumecheng-13292	482	31	-	-	PUNCT
fumecheng-13292	482	32	driven	drive	VERB
fumecheng-13292	482	33	web	web	NOUN
fumecheng-13292	482	34	service	service	NOUN
fumecheng-13292	482	35	composition	composition	NOUN
fumecheng-13292	482	36	,	,	PUNCT
fumecheng-13292	482	37	wireless	wireless	ADJ
fumecheng-13292	482	38	communications	communication	NOUN
fumecheng-13292	482	39	and	and	CCONJ
fumecheng-13292	482	40	mobile	mobile	NOUN
fumecheng-13292	482	41	computing	computing	NOUN
fumecheng-13292	482	42	,	,	PUNCT
fumecheng-13292	482	43	2022(1	2022(1	NUM
fumecheng-13292	482	44	)	)	PUNCT
fumecheng-13292	482	45	,	,	PUNCT
fumecheng-13292	482	46	9741278	9741278	NUM
fumecheng-13292	482	47	.	.	PUNCT
fumecheng-13292	483	1	28	28	NUM
fumecheng-13292	483	2	.	.	X
fumecheng-13292	484	1	zhang	zhang	PROPN
fumecheng-13292	484	2	,	,	PUNCT
fumecheng-13292	484	3	h.	h.	PROPN
fumecheng-13292	484	4	x.	x.	PROPN
fumecheng-13292	484	5	,	,	PUNCT
fumecheng-13292	484	6	lu	lu	PROPN
fumecheng-13292	484	7	,	,	PUNCT
fumecheng-13292	484	8	j.	j.	PROPN
fumecheng-13292	484	9	,	,	PUNCT
fumecheng-13292	484	10	2008	2008	NUM
fumecheng-13292	484	11	,	,	PUNCT
fumecheng-13292	484	12	an	an	DET
fumecheng-13292	484	13	adaptive	adaptive	ADJ
fumecheng-13292	484	14	evolutionary	evolutionary	ADJ
fumecheng-13292	484	15	programming	programming	NOUN
fumecheng-13292	484	16	algorithm	algorithm	NOUN
fumecheng-13292	484	17	based	base	VERB
fumecheng-13292	484	18	on	on	ADP
fumecheng-13292	484	19	q	q	PROPN
fumecheng-13292	484	20	learning	learning	NOUN
fumecheng-13292	484	21	,	,	PUNCT
fumecheng-13292	484	22	acta	acta	PROPN
fumecheng-13292	484	23	automatica	automatica	PROPN
fumecheng-13292	484	24	sinica	sinica	PROPN
fumecheng-13292	484	25	,	,	PUNCT
fumecheng-13292	484	26	34(7	34(7	NUM
fumecheng-13292	484	27	)	)	PUNCT
fumecheng-13292	484	28	,	,	PUNCT
fumecheng-13292	484	29	pp	pp	PROPN
fumecheng-13292	484	30	.	.	PUNCT
fumecheng-13292	484	31	819	819	NUM
fumecheng-13292	484	32	-	-	SYM
fumecheng-13292	484	33	822	822	NUM
fumecheng-13292	484	34	.	.	PUNCT
fumecheng-13292	485	1	29	29	NUM
fumecheng-13292	485	2	.	.	PUNCT
fumecheng-13292	486	1	motamarri	motamarri	PROPN
fumecheng-13292	486	2	,	,	PUNCT
fumecheng-13292	486	3	r.	r.	PROPN
fumecheng-13292	486	4	,	,	PUNCT
fumecheng-13292	486	5	bhookya	bhookya	NOUN
fumecheng-13292	486	6	,	,	PUNCT
fumecheng-13292	486	7	n.	n.	NOUN
fumecheng-13292	486	8	,	,	PUNCT
fumecheng-13292	486	9	2020	2020	NUM
fumecheng-13292	486	10	,	,	PUNCT
fumecheng-13292	486	11	jaya	jaya	PROPN
fumecheng-13292	486	12	algorithm	algorithm	PROPN
fumecheng-13292	486	13	based	base	VERB
fumecheng-13292	486	14	on	on	ADP
fumecheng-13292	486	15	lévy	lévy	ADJ
fumecheng-13292	486	16	flight	flight	NOUN
fumecheng-13292	486	17	for	for	ADP
fumecheng-13292	486	18	global	global	ADJ
fumecheng-13292	486	19	mppt	mppt	NOUN
fumecheng-13292	486	20	under	under	ADP
fumecheng-13292	486	21	partial	partial	ADJ
fumecheng-13292	486	22	shading	shading	NOUN
fumecheng-13292	486	23	in	in	ADP
fumecheng-13292	486	24	photovoltaic	photovoltaic	NOUN
fumecheng-13292	486	25	system	system	NOUN
fumecheng-13292	486	26	,	,	PUNCT
fumecheng-13292	486	27	ieee	ieee	NOUN
fumecheng-13292	486	28	journal	journal	NOUN
fumecheng-13292	486	29	of	of	ADP
fumecheng-13292	486	30	emerging	emerge	VERB
fumecheng-13292	486	31	and	and	CCONJ
fumecheng-13292	486	32	selected	select	VERB
fumecheng-13292	486	33	topics	topic	NOUN
fumecheng-13292	486	34	in	in	ADP
fumecheng-13292	486	35	power	power	NOUN
fumecheng-13292	486	36	electronics	electronic	NOUN
fumecheng-13292	486	37	,	,	PUNCT
fumecheng-13292	486	38	9(4	9(4	NUM
fumecheng-13292	486	39	)	)	PUNCT
fumecheng-13292	486	40	,	,	PUNCT
fumecheng-13292	486	41	pp	pp	PROPN
fumecheng-13292	486	42	.	.	PUNCT
fumecheng-13292	486	43	4979	4979	NUM
fumecheng-13292	486	44	-	-	SYM
fumecheng-13292	486	45	4991	4991	NUM
fumecheng-13292	486	46	.	.	PUNCT
fumecheng-13292	487	1	30	30	NUM
fumecheng-13292	487	2	.	.	X
fumecheng-13292	487	3	mantegna	mantegna	PROPN
fumecheng-13292	487	4	,	,	PUNCT
fumecheng-13292	487	5	r.	r.	PROPN
fumecheng-13292	487	6	n.	n.	PROPN
fumecheng-13292	487	7	,	,	PUNCT
fumecheng-13292	487	8	1994	1994	NUM
fumecheng-13292	487	9	,	,	PUNCT
fumecheng-13292	487	10	fast	fast	ADJ
fumecheng-13292	487	11	,	,	PUNCT
fumecheng-13292	487	12	accurate	accurate	ADJ
fumecheng-13292	487	13	algorithm	algorithm	NOUN
fumecheng-13292	487	14	for	for	ADP
fumecheng-13292	487	15	numerical	numerical	ADJ
fumecheng-13292	487	16	simulation	simulation	NOUN
fumecheng-13292	487	17	of	of	ADP
fumecheng-13292	487	18	levy	levy	NOUN
fumecheng-13292	487	19	stable	stable	ADJ
fumecheng-13292	487	20	stochastic	stochastic	NOUN
fumecheng-13292	487	21	processes	process	NOUN
fumecheng-13292	487	22	,	,	PUNCT
fumecheng-13292	487	23	physical	physical	ADJ
fumecheng-13292	487	24	review	review	NOUN
fumecheng-13292	487	25	e	e	NOUN
fumecheng-13292	487	26	,	,	PUNCT
fumecheng-13292	487	27	49(5	49(5	NUM
fumecheng-13292	487	28	)	)	PUNCT
fumecheng-13292	487	29	,	,	PUNCT
fumecheng-13292	487	30	4677	4677	NUM
fumecheng-13292	487	31	.	.	PUNCT
fumecheng-13292	488	1	31	31	NUM
fumecheng-13292	488	2	.	.	PUNCT
fumecheng-13292	489	1	chen	chen	PROPN
fumecheng-13292	489	2	,	,	PUNCT
fumecheng-13292	489	3	h.	h.	PROPN
fumecheng-13292	489	4	,	,	PUNCT
fumecheng-13292	489	5	li	li	PROPN
fumecheng-13292	489	6	,	,	PUNCT
fumecheng-13292	489	7	w.	w.	PROPN
fumecheng-13292	489	8	,	,	PUNCT
fumecheng-13292	489	9	yang	yang	PROPN
fumecheng-13292	489	10	,	,	PUNCT
fumecheng-13292	489	11	x.	x.	PROPN
fumecheng-13292	489	12	,	,	PUNCT
fumecheng-13292	489	13	2020	2020	NUM
fumecheng-13292	489	14	,	,	PUNCT
fumecheng-13292	489	15	a	a	DET
fumecheng-13292	489	16	whale	whale	NOUN
fumecheng-13292	489	17	optimization	optimization	NOUN
fumecheng-13292	489	18	algorithm	algorithm	NOUN
fumecheng-13292	489	19	with	with	ADP
fumecheng-13292	489	20	chaos	chaos	NOUN
fumecheng-13292	489	21	mechanism	mechanism	NOUN
fumecheng-13292	489	22	based	base	VERB
fumecheng-13292	489	23	on	on	ADP
fumecheng-13292	489	24	quasiopposition	quasiopposition	NOUN
fumecheng-13292	489	25	for	for	ADP
fumecheng-13292	489	26	global	global	ADJ
fumecheng-13292	489	27	optimization	optimization	NOUN
fumecheng-13292	489	28	problems	problem	NOUN
fumecheng-13292	489	29	,	,	PUNCT
fumecheng-13292	489	30	expert	expert	NOUN
fumecheng-13292	489	31	systems	system	NOUN
fumecheng-13292	489	32	with	with	ADP
fumecheng-13292	489	33	applications	application	NOUN
fumecheng-13292	489	34	,	,	PUNCT
fumecheng-13292	489	35	158	158	NUM
fumecheng-13292	489	36	,	,	PUNCT
fumecheng-13292	489	37	113612	113612	NUM
fumecheng-13292	489	38	.	.	PUNCT
fumecheng-13292	490	1	32	32	NUM
fumecheng-13292	490	2	.	.	PUNCT
fumecheng-13292	491	1	liu	liu	PROPN
fumecheng-13292	491	2	,	,	PUNCT
fumecheng-13292	491	3	j.	j.	PROPN
fumecheng-13292	491	4	,	,	PUNCT
fumecheng-13292	491	5	shi	shi	PROPN
fumecheng-13292	491	6	,	,	PUNCT
fumecheng-13292	491	7	j.	j.	PROPN
fumecheng-13292	491	8	,	,	PUNCT
fumecheng-13292	491	9	hao	hao	PROPN
fumecheng-13292	491	10	,	,	PUNCT
fumecheng-13292	491	11	f.	f.	PROPN
fumecheng-13292	491	12	,	,	PUNCT
fumecheng-13292	491	13	dai	dai	PROPN
fumecheng-13292	491	14	,	,	PUNCT
fumecheng-13292	491	15	m.	m.	NOUN
fumecheng-13292	491	16	,	,	PUNCT
fumecheng-13292	491	17	2022	2022	NUM
fumecheng-13292	491	18	,	,	PUNCT
fumecheng-13292	491	19	a	a	DET
fumecheng-13292	491	20	reinforced	reinforce	VERB
fumecheng-13292	491	21	exploration	exploration	NOUN
fumecheng-13292	491	22	mechanism	mechanism	NOUN
fumecheng-13292	491	23	whale	whale	NOUN
fumecheng-13292	491	24	optimization	optimization	NOUN
fumecheng-13292	491	25	algorithm	algorithm	NOUN
fumecheng-13292	491	26	for	for	ADP
fumecheng-13292	491	27	continuous	continuous	ADJ
fumecheng-13292	491	28	optimization	optimization	NOUN
fumecheng-13292	491	29	problems	problem	NOUN
fumecheng-13292	491	30	,	,	PUNCT
fumecheng-13292	491	31	mathematics	mathematic	NOUN
fumecheng-13292	491	32	and	and	CCONJ
fumecheng-13292	491	33	computers	computer	NOUN
fumecheng-13292	491	34	in	in	ADP
fumecheng-13292	491	35	simulation	simulation	NOUN
fumecheng-13292	491	36	,	,	PUNCT
fumecheng-13292	491	37	201	201	NUM
fumecheng-13292	491	38	,	,	PUNCT
fumecheng-13292	491	39	pp	pp	ADJ
fumecheng-13292	491	40	.	.	PUNCT
fumecheng-13292	492	1	23	23	NUM
fumecheng-13292	492	2	-	-	SYM
fumecheng-13292	492	3	48	48	NUM
fumecheng-13292	492	4	.	.	PUNCT
fumecheng-13292	493	1	33	33	NUM
fumecheng-13292	493	2	.	.	PUNCT
fumecheng-13292	494	1	mirjalili	mirjalili	NOUN
fumecheng-13292	494	2	,	,	PUNCT
fumecheng-13292	494	3	s.	s.	PROPN
fumecheng-13292	494	4	,	,	PUNCT
fumecheng-13292	494	5	mirjalili	mirjalili	NOUN
fumecheng-13292	494	6	,	,	PUNCT
fumecheng-13292	494	7	s.	s.	PROPN
fumecheng-13292	494	8	m.	m.	PROPN
fumecheng-13292	494	9	,	,	PUNCT
fumecheng-13292	494	10	lewis	lewis	PROPN
fumecheng-13292	494	11	,	,	PUNCT
fumecheng-13292	494	12	a.	a.	NOUN
fumecheng-13292	494	13	,	,	PUNCT
fumecheng-13292	494	14	2014	2014	NUM
fumecheng-13292	494	15	,	,	PUNCT
fumecheng-13292	494	16	grey	grey	ADJ
fumecheng-13292	494	17	wolf	wolf	PROPN
fumecheng-13292	494	18	optimizer	optimizer	NOUN
fumecheng-13292	494	19	,	,	PUNCT
fumecheng-13292	494	20	advances	advance	NOUN
fumecheng-13292	494	21	in	in	ADP
fumecheng-13292	494	22	engineering	engineering	NOUN
fumecheng-13292	494	23	software	software	NOUN
fumecheng-13292	494	24	,	,	PUNCT
fumecheng-13292	494	25	69	69	NUM
fumecheng-13292	494	26	,	,	PUNCT
fumecheng-13292	494	27	pp	pp	ADJ
fumecheng-13292	494	28	.	.	PUNCT
fumecheng-13292	495	1	46	46	NUM
fumecheng-13292	495	2	-	-	SYM
fumecheng-13292	495	3	61	61	NUM
fumecheng-13292	495	4	.	.	PUNCT
fumecheng-13292	496	1	34	34	NUM
fumecheng-13292	496	2	.	.	PUNCT
fumecheng-13292	496	3	saremi	saremi	PROPN
fumecheng-13292	496	4	,	,	PUNCT
fumecheng-13292	496	5	s.	s.	PROPN
fumecheng-13292	496	6	,	,	PUNCT
fumecheng-13292	496	7	mirjalili	mirjalili	NOUN
fumecheng-13292	496	8	,	,	PUNCT
fumecheng-13292	496	9	s.	s.	PROPN
fumecheng-13292	496	10	,	,	PUNCT
fumecheng-13292	496	11	lewis	lewis	PROPN
fumecheng-13292	496	12	,	,	PUNCT
fumecheng-13292	496	13	a.	a.	NOUN
fumecheng-13292	496	14	,	,	PUNCT
fumecheng-13292	496	15	2017	2017	NUM
fumecheng-13292	496	16	,	,	PUNCT
fumecheng-13292	496	17	grasshopper	grasshopper	NOUN
fumecheng-13292	496	18	optimisation	optimisation	NOUN
fumecheng-13292	496	19	algorithm	algorithm	NOUN
fumecheng-13292	496	20	:	:	PUNCT
fumecheng-13292	496	21	theory	theory	NOUN
fumecheng-13292	496	22	and	and	CCONJ
fumecheng-13292	496	23	application	application	NOUN
fumecheng-13292	496	24	,	,	PUNCT
fumecheng-13292	496	25	advances	advance	NOUN
fumecheng-13292	496	26	in	in	ADP
fumecheng-13292	496	27	engineering	engineering	NOUN
fumecheng-13292	496	28	software	software	NOUN
fumecheng-13292	496	29	,	,	PUNCT
fumecheng-13292	496	30	105	105	NUM
fumecheng-13292	496	31	,	,	PUNCT
fumecheng-13292	496	32	pp	pp	ADJ
fumecheng-13292	496	33	.	.	PUNCT
fumecheng-13292	497	1	30	30	NUM
fumecheng-13292	497	2	-	-	SYM
fumecheng-13292	497	3	47	47	NUM
fumecheng-13292	497	4	.	.	PUNCT
fumecheng-13292	498	1	35	35	NUM
fumecheng-13292	498	2	.	.	PUNCT
fumecheng-13292	499	1	xue	xue	PROPN
fumecheng-13292	499	2	,	,	PUNCT
fumecheng-13292	499	3	j.	j.	PROPN
fumecheng-13292	499	4	,	,	PUNCT
fumecheng-13292	499	5	shen	shen	PROPN
fumecheng-13292	499	6	,	,	PUNCT
fumecheng-13292	499	7	b.	b.	PROPN
fumecheng-13292	499	8	,	,	PUNCT
fumecheng-13292	499	9	2020	2020	NUM
fumecheng-13292	499	10	,	,	PUNCT
fumecheng-13292	499	11	a	a	DET
fumecheng-13292	499	12	novel	novel	ADJ
fumecheng-13292	499	13	swarm	swarm	NOUN
fumecheng-13292	499	14	intelligence	intelligence	NOUN
fumecheng-13292	499	15	optimization	optimization	NOUN
fumecheng-13292	499	16	approach	approach	NOUN
fumecheng-13292	499	17	:	:	PUNCT
fumecheng-13292	499	18	sparrow	sparrow	ADJ
fumecheng-13292	499	19	search	search	NOUN
fumecheng-13292	499	20	algorithm	algorithm	NOUN
fumecheng-13292	499	21	,	,	PUNCT
fumecheng-13292	499	22	systems	system	NOUN
fumecheng-13292	499	23	science	science	PROPN
fumecheng-13292	499	24	&	&	CCONJ
fumecheng-13292	499	25	control	control	PROPN
fumecheng-13292	499	26	engineering	engineering	PROPN
fumecheng-13292	499	27	,	,	PUNCT
fumecheng-13292	499	28	8(1	8(1	NOUN
fumecheng-13292	499	29	)	)	PUNCT
fumecheng-13292	499	30	,	,	PUNCT
fumecheng-13292	499	31	pp	pp	ADJ
fumecheng-13292	499	32	.	.	PUNCT
fumecheng-13292	500	1	22	22	NUM
fumecheng-13292	500	2	-	-	SYM
fumecheng-13292	500	3	34	34	NUM
fumecheng-13292	500	4	.	.	PUNCT
fumecheng-13292	501	1	36	36	NUM
fumecheng-13292	501	2	.	.	PUNCT
fumecheng-13292	502	1	he	he	PRON
fumecheng-13292	502	2	,	,	PUNCT
fumecheng-13292	502	3	c.	c.	PROPN
fumecheng-13292	502	4	,	,	PUNCT
fumecheng-13292	502	5	wu	wu	PROPN
fumecheng-13292	502	6	,	,	PUNCT
fumecheng-13292	502	7	t.	t.	PROPN
fumecheng-13292	502	8	,	,	PUNCT
fumecheng-13292	502	9	gu	gu	PROPN
fumecheng-13292	502	10	,	,	PUNCT
fumecheng-13292	502	11	r.	r.	PROPN
fumecheng-13292	502	12	,	,	PUNCT
fumecheng-13292	502	13	jin	jin	PROPN
fumecheng-13292	502	14	,	,	PUNCT
fumecheng-13292	502	15	z.	z.	PROPN
fumecheng-13292	502	16	,	,	PUNCT
fumecheng-13292	502	17	ma	ma	PROPN
fumecheng-13292	502	18	,	,	PUNCT
fumecheng-13292	502	19	r.	r.	PROPN
fumecheng-13292	502	20	,	,	PUNCT
fumecheng-13292	502	21	qu	qu	PROPN
fumecheng-13292	502	22	,	,	PUNCT
fumecheng-13292	502	23	h.	h.	PROPN
fumecheng-13292	502	24	,	,	PUNCT
fumecheng-13292	502	25	2021	2021	NUM
fumecheng-13292	502	26	,	,	PUNCT
fumecheng-13292	502	27	rolling	roll	VERB
fumecheng-13292	502	28	bearing	bear	VERB
fumecheng-13292	502	29	fault	fault	NOUN
fumecheng-13292	502	30	diagnosis	diagnosis	NOUN
fumecheng-13292	502	31	based	base	VERB
fumecheng-13292	502	32	on	on	ADP
fumecheng-13292	502	33	composite	composite	ADJ
fumecheng-13292	502	34	multiscale	multiscale	ADJ
fumecheng-13292	502	35	permutation	permutation	NOUN
fumecheng-13292	502	36	entropy	entropy	NOUN
fumecheng-13292	502	37	and	and	CCONJ
fumecheng-13292	502	38	reverse	reverse	VERB
fumecheng-13292	502	39	cognitive	cognitive	ADJ
fumecheng-13292	502	40	fruit	fruit	NOUN
fumecheng-13292	502	41	fly	fly	NOUN
fumecheng-13292	502	42	optimization	optimization	NOUN
fumecheng-13292	502	43	algorithm	algorithm	NOUN
fumecheng-13292	502	44	–	–	PUNCT
fumecheng-13292	502	45	extreme	extreme	ADJ
fumecheng-13292	502	46	learning	learning	NOUN
fumecheng-13292	502	47	machine	machine	NOUN
fumecheng-13292	502	48	,	,	PUNCT
fumecheng-13292	502	49	measurement	measurement	NOUN
fumecheng-13292	502	50	,	,	PUNCT
fumecheng-13292	502	51	173	173	NUM
fumecheng-13292	502	52	,	,	PUNCT
fumecheng-13292	502	53	108636	108636	NUM
fumecheng-13292	502	54	.	.	PUNCT