id	sid	tid	token	lemma	pos
cet-3944	1	1	chemical	chemical	NOUN
cet-3944	1	2	engineering	engineering	NOUN
cet-3944	1	3	transactions	transaction	NOUN
cet-3944	1	4	vol	vol	NOUN
cet-3944	1	5	.	.	PROPN
cet-3944	2	1	51	51	NUM
cet-3944	2	2	,	,	PUNCT
cet-3944	2	3	2016	2016	NUM
cet-3944	2	4	a	a	DET
cet-3944	2	5	publication	publication	NOUN
cet-3944	2	6	of	of	ADP
cet-3944	2	7	the	the	DET
cet-3944	2	8	italian	italian	ADJ
cet-3944	2	9	association	association	NOUN
cet-3944	2	10	of	of	ADP
cet-3944	2	11	chemical	chemical	PROPN
cet-3944	2	12	engineering	engineering	NOUN
cet-3944	2	13	online	online	ADV
cet-3944	2	14	at	at	ADP
cet-3944	2	15	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-3944	2	16	guest	guest	NOUN
cet-3944	2	17	editors	editor	NOUN
cet-3944	2	18	:	:	PUNCT
cet-3944	2	19	tichun	tichun	PROPN
cet-3944	2	20	wang	wang	PROPN
cet-3944	2	21	,	,	PUNCT
cet-3944	2	22	hongyang	hongyang	PROPN
cet-3944	2	23	zhang	zhang	PROPN
cet-3944	2	24	,	,	PUNCT
cet-3944	2	25	lei	lei	PROPN
cet-3944	2	26	tian	tian	ADJ
cet-3944	2	27	copyright	copyright	NOUN
cet-3944	2	28	©	©	PROPN
cet-3944	2	29	2016	2016	NUM
cet-3944	2	30	,	,	PUNCT
cet-3944	2	31	aidic	aidic	ADJ
cet-3944	2	32	servizi	servizi	PROPN
cet-3944	2	33	s.r.l	s.r.l	NOUN
cet-3944	2	34	.	.	PUNCT
cet-3944	2	35	,	,	PUNCT
cet-3944	2	36	isbn	isbn	PROPN
cet-3944	2	37	978	978	NUM
cet-3944	2	38	-	-	SYM
cet-3944	2	39	88	88	NUM
cet-3944	2	40	-	-	PUNCT
cet-3944	2	41	95608	95608	NUM
cet-3944	2	42	-	-	PUNCT
cet-3944	2	43	43	43	NUM
cet-3944	2	44	-	-	SYM
cet-3944	2	45	3	3	NUM
cet-3944	2	46	;	;	PUNCT
cet-3944	2	47	issn	issn	PROPN
cet-3944	2	48	2283	2283	NUM
cet-3944	2	49	-	-	SYM
cet-3944	2	50	9216	9216	NUM
cet-3944	2	51	endpoint	endpoint	NOUN
cet-3944	2	52	prediction	prediction	NOUN
cet-3944	2	53	of	of	ADP
cet-3944	2	54	bof	bof	NOUN
cet-3944	2	55	steelmaking	steelmaking	NOUN
cet-3944	2	56	based	base	VERB
cet-3944	2	57	on	on	ADP
cet-3944	2	58	bp	bp	PROPN
cet-3944	2	59	neural	neural	ADJ
cet-3944	2	60	network	network	NOUN
cet-3944	2	61	combined	combine	VERB
cet-3944	2	62	with	with	ADP
cet-3944	2	63	improved	improved	ADJ
cet-3944	2	64	pso	pso	NOUN
cet-3944	2	65	wei	wei	PROPN
cet-3944	2	66	li	li	PROPN
cet-3944	2	67	*	*	PROPN
cet-3944	2	68	a	a	PROPN
cet-3944	2	69	,	,	PUNCT
cet-3944	2	70	xinchun	xinchun	PROPN
cet-3944	2	71	wangb	wangb	PROPN
cet-3944	2	72	,	,	PUNCT
cet-3944	2	73	xusheng	xusheng	PROPN
cet-3944	2	74	wanga	wanga	PROPN
cet-3944	2	75	,	,	PUNCT
cet-3944	2	76	hong	hong	PROPN
cet-3944	2	77	wanga	wanga	PROPN
cet-3944	2	78	a	a	DET
cet-3944	2	79	institute	institute	NOUN
cet-3944	2	80	of	of	ADP
cet-3944	2	81	information	information	NOUN
cet-3944	2	82	engineering	engineering	NOUN
cet-3944	2	83	,	,	PUNCT
cet-3944	2	84	north	north	PROPN
cet-3944	2	85	china	china	PROPN
cet-3944	2	86	university	university	PROPN
cet-3944	2	87	of	of	ADP
cet-3944	2	88	science	science	NOUN
cet-3944	2	89	and	and	CCONJ
cet-3944	2	90	technology	technology	NOUN
cet-3944	2	91	,	,	PUNCT
cet-3944	2	92	tangshan	tangshan	ADP
cet-3944	2	93	063009	063009	NUM
cet-3944	2	94	,	,	PUNCT
cet-3944	2	95	china	china	PROPN
cet-3944	2	96	b	b	PROPN
cet-3944	2	97	college	college	PROPN
cet-3944	2	98	of	of	ADP
cet-3944	2	99	science	science	NOUN
cet-3944	2	100	,	,	PUNCT
cet-3944	2	101	north	north	PROPN
cet-3944	2	102	china	china	PROPN
cet-3944	2	103	university	university	PROPN
cet-3944	2	104	of	of	ADP
cet-3944	2	105	science	science	NOUN
cet-3944	2	106	and	and	CCONJ
cet-3944	2	107	technology	technology	NOUN
cet-3944	2	108	,	,	PUNCT
cet-3944	2	109	tangshan	tangshan	ADP
cet-3944	2	110	063009	063009	NUM
cet-3944	2	111	,	,	PUNCT
cet-3944	2	112	china	china	PROPN
cet-3944	2	113	heutliwei@163.com	heutliwei@163.com	PROPN
cet-3944	3	1	this	this	DET
cet-3944	3	2	paper	paper	NOUN
cet-3944	3	3	concerns	concern	VERB
cet-3944	3	4	the	the	DET
cet-3944	3	5	endpoint	endpoint	NOUN
cet-3944	3	6	estimation	estimation	NOUN
cet-3944	3	7	of	of	ADP
cet-3944	3	8	the	the	DET
cet-3944	3	9	basic	basic	ADJ
cet-3944	3	10	oxygen	oxygen	NOUN
cet-3944	3	11	furnace	furnace	NOUN
cet-3944	3	12	(	(	PUNCT
cet-3944	3	13	bof	bof	NOUN
cet-3944	3	14	)	)	PUNCT
cet-3944	3	15	steel	steel	NOUN
cet-3944	3	16	making	making	NOUN
cet-3944	3	17	process	process	NOUN
cet-3944	3	18	.	.	PUNCT
cet-3944	4	1	more	more	ADV
cet-3944	4	2	specifically	specifically	ADV
cet-3944	4	3	,	,	PUNCT
cet-3944	4	4	a	a	DET
cet-3944	4	5	back	back	ADJ
cet-3944	4	6	propagation	propagation	NOUN
cet-3944	4	7	(	(	PUNCT
cet-3944	4	8	bp	bp	PROPN
cet-3944	4	9	)	)	PUNCT
cet-3944	4	10	neural	neural	ADJ
cet-3944	4	11	network	network	NOUN
cet-3944	4	12	is	be	AUX
cet-3944	4	13	employed	employ	VERB
cet-3944	4	14	to	to	PART
cet-3944	4	15	estimate	estimate	VERB
cet-3944	4	16	the	the	DET
cet-3944	4	17	endpoint	endpoint	NOUN
cet-3944	4	18	carbon	carbon	NOUN
cet-3944	4	19	content	content	NOUN
cet-3944	4	20	and	and	CCONJ
cet-3944	4	21	the	the	DET
cet-3944	4	22	endpoint	endpoint	NOUN
cet-3944	4	23	temperature	temperature	NOUN
cet-3944	4	24	of	of	ADP
cet-3944	4	25	bof	bof	NOUN
cet-3944	4	26	,	,	PUNCT
cet-3944	4	27	and	and	CCONJ
cet-3944	4	28	an	an	DET
cet-3944	4	29	improved	improved	ADJ
cet-3944	4	30	particle	particle	NOUN
cet-3944	4	31	swarm	swarm	NOUN
cet-3944	4	32	optimization	optimization	NOUN
cet-3944	4	33	(	(	PUNCT
cet-3944	4	34	pso	pso	NOUN
cet-3944	4	35	)	)	PUNCT
cet-3944	4	36	algorithm	algorithm	NOUN
cet-3944	4	37	is	be	AUX
cet-3944	4	38	proposed	propose	VERB
cet-3944	4	39	to	to	PART
cet-3944	4	40	optimize	optimize	VERB
cet-3944	4	41	the	the	DET
cet-3944	4	42	prediction	prediction	NOUN
cet-3944	4	43	model	model	NOUN
cet-3944	4	44	for	for	ADP
cet-3944	4	45	improving	improve	VERB
cet-3944	4	46	the	the	DET
cet-3944	4	47	accuracy	accuracy	NOUN
cet-3944	4	48	of	of	ADP
cet-3944	4	49	the	the	DET
cet-3944	4	50	endpoint	endpoint	NOUN
cet-3944	4	51	prediction	prediction	NOUN
cet-3944	4	52	.	.	PUNCT
cet-3944	5	1	simulation	simulation	NOUN
cet-3944	5	2	examples	example	NOUN
cet-3944	5	3	demonstrate	demonstrate	VERB
cet-3944	5	4	the	the	DET
cet-3944	5	5	effectiveness	effectiveness	NOUN
cet-3944	5	6	of	of	ADP
cet-3944	5	7	the	the	DET
cet-3944	5	8	proposed	propose	VERB
cet-3944	5	9	method	method	NOUN
cet-3944	5	10	.	.	PUNCT
cet-3944	6	1	1	1	X
cet-3944	6	2	.	.	X
cet-3944	6	3	introduction	introduction	NOUN
cet-3944	6	4	the	the	DET
cet-3944	6	5	iron	iron	NOUN
cet-3944	6	6	and	and	CCONJ
cet-3944	6	7	steel	steel	NOUN
cet-3944	6	8	industry	industry	NOUN
cet-3944	6	9	plays	play	VERB
cet-3944	6	10	an	an	DET
cet-3944	6	11	important	important	ADJ
cet-3944	6	12	role	role	NOUN
cet-3944	6	13	in	in	ADP
cet-3944	6	14	the	the	DET
cet-3944	6	15	process	process	NOUN
cet-3944	6	16	of	of	ADP
cet-3944	6	17	economic	economic	ADJ
cet-3944	6	18	development	development	NOUN
cet-3944	6	19	as	as	ADP
cet-3944	6	20	essential	essential	ADJ
cet-3944	6	21	raw	raw	ADJ
cet-3944	6	22	and	and	CCONJ
cet-3944	6	23	processed	process	VERB
cet-3944	6	24	materials	material	NOUN
cet-3944	6	25	needed	need	VERB
cet-3944	6	26	in	in	ADP
cet-3944	6	27	the	the	DET
cet-3944	6	28	industry	industry	NOUN
cet-3944	6	29	support	support	VERB
cet-3944	6	30	the	the	DET
cet-3944	6	31	country	country	NOUN
cet-3944	6	32	’s	’s	PART
cet-3944	6	33	economy	economy	NOUN
cet-3944	6	34	.	.	PUNCT
cet-3944	7	1	bof	bof	PROPN
cet-3944	7	2	is	be	AUX
cet-3944	7	3	a	a	DET
cet-3944	7	4	widely	widely	ADV
cet-3944	7	5	preferred	preferred	ADJ
cet-3944	7	6	and	and	CCONJ
cet-3944	7	7	effective	effective	ADJ
cet-3944	7	8	steelmaking	steelmaking	NOUN
cet-3944	7	9	method	method	NOUN
cet-3944	7	10	due	due	ADP
cet-3944	7	11	to	to	ADP
cet-3944	7	12	its	its	PRON
cet-3944	7	13	high	high	ADJ
cet-3944	7	14	productivity	productivity	NOUN
cet-3944	7	15	and	and	CCONJ
cet-3944	7	16	considerably	considerably	ADV
cet-3944	7	17	low	low	ADJ
cet-3944	7	18	production	production	NOUN
cet-3944	7	19	cost	cost	NOUN
cet-3944	7	20	in	in	ADP
cet-3944	7	21	all	all	DET
cet-3944	7	22	steelmaking	steelmaking	NOUN
cet-3944	7	23	methods	method	NOUN
cet-3944	7	24	.	.	PUNCT
cet-3944	8	1	bof	bof	PROPN
cet-3944	8	2	steelmaking	steelmaking	NOUN
cet-3944	8	3	is	be	AUX
cet-3944	8	4	a	a	DET
cet-3944	8	5	very	very	ADV
cet-3944	8	6	complex	complex	ADJ
cet-3944	8	7	multi	multi	ADJ
cet-3944	8	8	-	-	ADJ
cet-3944	8	9	variate	variate	ADJ
cet-3944	8	10	and	and	CCONJ
cet-3944	8	11	multi	multi	ADJ
cet-3944	8	12	-	-	ADJ
cet-3944	8	13	phase	phase	ADJ
cet-3944	8	14	physicochemical	physicochemical	ADJ
cet-3944	8	15	process	process	NOUN
cet-3944	8	16	.	.	PUNCT
cet-3944	9	1	its	its	PRON
cet-3944	9	2	most	most	ADV
cet-3944	9	3	notable	notable	ADJ
cet-3944	9	4	characteristics	characteristic	NOUN
cet-3944	9	5	are	be	AUX
cet-3944	9	6	fast	fast	ADJ
cet-3944	9	7	response	response	NOUN
cet-3944	9	8	,	,	PUNCT
cet-3944	9	9	more	more	ADJ
cet-3944	9	10	influence	influence	NOUN
cet-3944	9	11	factors	factor	NOUN
cet-3944	9	12	,	,	PUNCT
cet-3944	9	13	complex	complex	ADJ
cet-3944	9	14	reaction	reaction	NOUN
cet-3944	9	15	and	and	CCONJ
cet-3944	9	16	forward	forward	ADJ
cet-3944	9	17	manual	manual	ADJ
cet-3944	9	18	operation	operation	NOUN
cet-3944	9	19	.	.	PUNCT
cet-3944	10	1	it	it	PRON
cet-3944	10	2	is	be	AUX
cet-3944	10	3	aslo	aslo	ADV
cet-3944	10	4	difficult	difficult	ADJ
cet-3944	10	5	with	with	ADP
cet-3944	10	6	the	the	DET
cet-3944	10	7	bof	bof	PROPN
cet-3944	10	8	method	method	NOUN
cet-3944	10	9	to	to	PART
cet-3944	10	10	obtain	obtain	VERB
cet-3944	10	11	timely	timely	ADJ
cet-3944	10	12	detection	detection	NOUN
cet-3944	10	13	information	information	NOUN
cet-3944	10	14	accurately	accurately	ADV
cet-3944	10	15	.	.	PUNCT
cet-3944	11	1	the	the	DET
cet-3944	11	2	endpoint	endpoint	NOUN
cet-3944	11	3	carbon	carbon	NOUN
cet-3944	11	4	content	content	NOUN
cet-3944	11	5	and	and	CCONJ
cet-3944	11	6	temperature	temperature	NOUN
cet-3944	11	7	of	of	ADP
cet-3944	11	8	the	the	DET
cet-3944	11	9	bof	bof	NOUN
cet-3944	11	10	are	be	AUX
cet-3944	11	11	the	the	DET
cet-3944	11	12	key	key	ADJ
cet-3944	11	13	parameters	parameter	NOUN
cet-3944	11	14	to	to	PART
cet-3944	11	15	raise	raise	VERB
cet-3944	11	16	steel	steel	NOUN
cet-3944	11	17	quality	quality	NOUN
cet-3944	11	18	and	and	CCONJ
cet-3944	11	19	reduce	reduce	VERB
cet-3944	11	20	costs	cost	NOUN
cet-3944	11	21	.	.	PUNCT
cet-3944	12	1	so	so	ADV
cet-3944	12	2	,	,	PUNCT
cet-3944	12	3	the	the	DET
cet-3944	12	4	bof	bof	X
cet-3944	12	5	steelmaking	steelmaking	NOUN
cet-3944	12	6	endpoint	endpoint	NOUN
cet-3944	12	7	control	control	NOUN
cet-3944	12	8	and	and	CCONJ
cet-3944	12	9	prediction	prediction	NOUN
cet-3944	12	10	are	be	AUX
cet-3944	12	11	very	very	ADV
cet-3944	12	12	important	important	ADJ
cet-3944	12	13	and	and	CCONJ
cet-3944	12	14	have	have	AUX
cet-3944	12	15	been	be	AUX
cet-3944	12	16	a	a	DET
cet-3944	12	17	major	major	ADJ
cet-3944	12	18	research	research	NOUN
cet-3944	12	19	issue	issue	NOUN
cet-3944	12	20	.	.	PUNCT
cet-3944	13	1	a	a	DET
cet-3944	13	2	neural	neural	ADJ
cet-3944	13	3	network	network	NOUN
cet-3944	13	4	is	be	AUX
cet-3944	13	5	capability	capability	NOUN
cet-3944	13	6	of	of	ADP
cet-3944	13	7	self	self	NOUN
cet-3944	13	8	-	-	PUNCT
cet-3944	13	9	learning	learning	NOUN
cet-3944	13	10	,	,	PUNCT
cet-3944	13	11	approaching	approach	VERB
cet-3944	13	12	any	any	DET
cet-3944	13	13	nonlinear	nonlinear	ADJ
cet-3944	13	14	function	function	NOUN
cet-3944	13	15	,	,	PUNCT
cet-3944	13	16	and	and	CCONJ
cet-3944	13	17	processing	processing	NOUN
cet-3944	13	18	data	datum	NOUN
cet-3944	13	19	quickly	quickly	ADV
cet-3944	13	20	.	.	PUNCT
cet-3944	14	1	for	for	ADP
cet-3944	14	2	the	the	DET
cet-3944	14	3	purpose	purpose	NOUN
cet-3944	14	4	of	of	ADP
cet-3944	14	5	modelling	modelling	NOUN
cet-3944	14	6	and	and	CCONJ
cet-3944	14	7	predicting	predict	VERB
cet-3944	14	8	the	the	DET
cet-3944	14	9	endpoint	endpoint	NOUN
cet-3944	14	10	carbon	carbon	NOUN
cet-3944	14	11	content	content	NOUN
cet-3944	14	12	and	and	CCONJ
cet-3944	14	13	temperature	temperature	NOUN
cet-3944	14	14	of	of	ADP
cet-3944	14	15	the	the	DET
cet-3944	14	16	bof	bof	PROPN
cet-3944	14	17	,	,	PUNCT
cet-3944	14	18	a	a	DET
cet-3944	14	19	considerable	considerable	ADJ
cet-3944	14	20	group	group	NOUN
cet-3944	14	21	of	of	ADP
cet-3944	14	22	authors	author	NOUN
cet-3944	14	23	have	have	AUX
cet-3944	14	24	used	use	VERB
cet-3944	14	25	different	different	ADJ
cet-3944	14	26	methodologies	methodology	NOUN
cet-3944	14	27	.	.	PUNCT
cet-3944	15	1	at	at	ADP
cet-3944	15	2	present	present	ADJ
cet-3944	15	3	,	,	PUNCT
cet-3944	15	4	the	the	DET
cet-3944	15	5	mechanism	mechanism	NOUN
cet-3944	15	6	model	model	NOUN
cet-3944	15	7	,	,	PUNCT
cet-3944	15	8	statistical	statistical	ADJ
cet-3944	15	9	model	model	NOUN
cet-3944	15	10	,	,	PUNCT
cet-3944	15	11	and	and	CCONJ
cet-3944	15	12	artificial	artificial	ADJ
cet-3944	15	13	neural	neural	ADJ
cet-3944	15	14	network	network	NOUN
cet-3944	15	15	model	model	NOUN
cet-3944	15	16	are	be	AUX
cet-3944	15	17	common	common	ADJ
cet-3944	15	18	static	static	ADJ
cet-3944	15	19	models	model	NOUN
cet-3944	15	20	for	for	ADP
cet-3944	15	21	bof	bof	NOUN
cet-3944	15	22	steelmaking	steelmaking	NOUN
cet-3944	15	23	endpoint	endpoint	NOUN
cet-3944	15	24	control	control	NOUN
cet-3944	15	25	and	and	CCONJ
cet-3944	15	26	prediction	prediction	NOUN
cet-3944	15	27	(	(	PUNCT
cet-3944	15	28	wang	wang	PROPN
cet-3944	15	29	et	et	PROPN
cet-3944	15	30	al	al	PROPN
cet-3944	15	31	.	.	PROPN
cet-3944	15	32	2005	2005	NUM
cet-3944	15	33	)	)	PUNCT
cet-3944	15	34	.	.	PUNCT
cet-3944	16	1	with	with	ADP
cet-3944	16	2	the	the	DET
cet-3944	16	3	development	development	NOUN
cet-3944	16	4	of	of	ADP
cet-3944	16	5	artificial	artificial	ADJ
cet-3944	16	6	intelligence	intelligence	NOUN
cet-3944	16	7	technology	technology	NOUN
cet-3944	16	8	the	the	DET
cet-3944	16	9	intelligent	intelligent	ADJ
cet-3944	16	10	model	model	NOUN
cet-3944	16	11	is	be	AUX
cet-3944	16	12	widely	widely	ADV
cet-3944	16	13	used	use	VERB
cet-3944	16	14	in	in	ADP
cet-3944	16	15	bof	bof	X
cet-3944	16	16	steelmaking	steelmaking	NOUN
cet-3944	16	17	endpoint	endpoint	NOUN
cet-3944	16	18	control	control	NOUN
cet-3944	16	19	and	and	CCONJ
cet-3944	16	20	prediction	prediction	NOUN
cet-3944	16	21	.	.	PUNCT
cet-3944	17	1	geng	geng	PROPN
cet-3944	17	2	(	(	PUNCT
cet-3944	17	3	2011	2011	NUM
cet-3944	17	4	)	)	PUNCT
cet-3944	17	5	utilizes	utilize	VERB
cet-3944	17	6	the	the	DET
cet-3944	17	7	echo	echo	NOUN
cet-3944	17	8	state	state	NOUN
cet-3944	17	9	network	network	NOUN
cet-3944	17	10	to	to	PART
cet-3944	17	11	establish	establish	VERB
cet-3944	17	12	a	a	DET
cet-3944	17	13	prediction	prediction	NOUN
cet-3944	17	14	model	model	NOUN
cet-3944	17	15	of	of	ADP
cet-3944	17	16	the	the	DET
cet-3944	17	17	first	first	ADJ
cet-3944	17	18	turning	turn	VERB
cet-3944	17	19	down	down	ADP
cet-3944	17	20	carbon	carbon	NOUN
cet-3944	17	21	content	content	NOUN
cet-3944	17	22	and	and	CCONJ
cet-3944	17	23	temperature	temperature	NOUN
cet-3944	17	24	,	,	PUNCT
cet-3944	17	25	and	and	CCONJ
cet-3944	17	26	uses	use	VERB
cet-3944	17	27	the	the	DET
cet-3944	17	28	converter	converter	NOUN
cet-3944	17	29	's	's	PART
cet-3944	17	30	furnace	furnace	NOUN
cet-3944	17	31	data	datum	NOUN
cet-3944	17	32	from	from	ADP
cet-3944	17	33	a	a	DET
cet-3944	17	34	domestic	domestic	ADJ
cet-3944	17	35	steel	steel	NOUN
cet-3944	17	36	mill	mill	NOUN
cet-3944	17	37	to	to	PART
cet-3944	17	38	test	test	VERB
cet-3944	17	39	and	and	CCONJ
cet-3944	17	40	analyze	analyze	VERB
cet-3944	17	41	the	the	DET
cet-3944	17	42	model	model	NOUN
cet-3944	17	43	effect	effect	NOUN
cet-3944	17	44	.	.	PUNCT
cet-3944	18	1	taking	take	VERB
cet-3944	18	2	full	full	ADJ
cet-3944	18	3	advantage	advantage	NOUN
cet-3944	18	4	of	of	ADP
cet-3944	18	5	the	the	DET
cet-3944	18	6	artificial	artificial	ADJ
cet-3944	18	7	neural	neural	ADJ
cet-3944	18	8	network	network	NOUN
cet-3944	18	9	,	,	PUNCT
cet-3944	18	10	the	the	DET
cet-3944	18	11	prediction	prediction	NOUN
cet-3944	18	12	model	model	NOUN
cet-3944	18	13	of	of	ADP
cet-3944	18	14	the	the	DET
cet-3944	18	15	endpoint	endpoint	NOUN
cet-3944	18	16	based	base	VERB
cet-3944	18	17	on	on	ADP
cet-3944	18	18	a	a	DET
cet-3944	18	19	neural	neural	ADJ
cet-3944	18	20	network	network	NOUN
cet-3944	18	21	was	be	AUX
cet-3944	18	22	established	establish	VERB
cet-3944	18	23	(	(	PUNCT
cet-3944	18	24	zheng	zheng	PROPN
cet-3944	18	25	&	&	CCONJ
cet-3944	18	26	feng	feng	PROPN
cet-3944	18	27	2007	2007	NUM
cet-3944	18	28	;	;	PUNCT
cet-3944	18	29	feng	feng	PROPN
cet-3944	18	30	et	et	PROPN
cet-3944	18	31	al	al	PROPN
cet-3944	18	32	.	.	PROPN
cet-3944	18	33	2008	2008	NUM
cet-3944	18	34	)	)	PUNCT
cet-3944	18	35	.	.	PUNCT
cet-3944	19	1	xie	xie	PROPN
cet-3944	19	2	et	et	PROPN
cet-3944	19	3	al	al	PROPN
cet-3944	19	4	.	.	PROPN
cet-3944	19	5	(	(	PUNCT
cet-3944	19	6	2006	2006	NUM
cet-3944	19	7	)	)	PUNCT
cet-3944	19	8	set	set	VERB
cet-3944	19	9	up	up	ADP
cet-3944	19	10	an	an	DET
cet-3944	19	11	rbf	rbf	PROPN
cet-3944	19	12	network	network	NOUN
cet-3944	19	13	model	model	NOUN
cet-3944	19	14	of	of	ADP
cet-3944	19	15	endpoint	endpoint	NOUN
cet-3944	19	16	temperature	temperature	NOUN
cet-3944	19	17	and	and	CCONJ
cet-3944	19	18	the	the	DET
cet-3944	19	19	carbon	carbon	NOUN
cet-3944	19	20	content	content	NOUN
cet-3944	19	21	using	use	VERB
cet-3944	19	22	the	the	DET
cet-3944	19	23	nearest	near	ADJ
cet-3944	19	24	neighboring	neighboring	ADJ
cet-3944	19	25	algorithm	algorithm	NOUN
cet-3944	19	26	and	and	CCONJ
cet-3944	19	27	the	the	DET
cet-3944	19	28	recursive	recursive	ADJ
cet-3944	19	29	least	least	ADJ
cet-3944	19	30	square	square	ADJ
cet-3944	19	31	method	method	NOUN
cet-3944	19	32	.	.	PUNCT
cet-3944	20	1	han	han	PROPN
cet-3944	20	2	et	et	PROPN
cet-3944	20	3	al	al	PROPN
cet-3944	20	4	.	.	PROPN
cet-3944	21	1	(	(	PUNCT
cet-3944	21	2	2010	2010	NUM
cet-3944	21	3	)	)	PUNCT
cet-3944	21	4	combined	combine	VERB
cet-3944	21	5	particle	particle	NOUN
cet-3944	21	6	swarm	swarm	NOUN
cet-3944	21	7	optimization	optimization	NOUN
cet-3944	21	8	algorithm	algorithm	NOUN
cet-3944	21	9	,	,	PUNCT
cet-3944	21	10	independent	independent	ADJ
cet-3944	21	11	component	component	NOUN
cet-3944	21	12	analysis	analysis	NOUN
cet-3944	21	13	,	,	PUNCT
cet-3944	21	14	support	support	NOUN
cet-3944	21	15	vector	vector	NOUN
cet-3944	21	16	machine	machine	NOUN
cet-3944	21	17	algorithm	algorithm	NOUN
cet-3944	21	18	and	and	CCONJ
cet-3944	21	19	involved	involve	VERB
cet-3944	21	20	membrane	membrane	NOUN
cet-3944	21	21	algorithm	algorithm	NOUN
cet-3944	21	22	with	with	ADP
cet-3944	21	23	a	a	DET
cet-3944	21	24	radial	radial	ADJ
cet-3944	21	25	basis	basis	NOUN
cet-3944	21	26	function	function	NOUN
cet-3944	21	27	neural	neural	ADJ
cet-3944	21	28	network	network	NOUN
cet-3944	21	29	.	.	PUNCT
cet-3944	22	1	the	the	DET
cet-3944	22	2	results	result	NOUN
cet-3944	22	3	show	show	VERB
cet-3944	22	4	an	an	DET
cet-3944	22	5	effective	effective	ADJ
cet-3944	22	6	improvement	improvement	NOUN
cet-3944	22	7	in	in	ADP
cet-3944	22	8	the	the	DET
cet-3944	22	9	precision	precision	NOUN
cet-3944	22	10	of	of	ADP
cet-3944	22	11	prediction	prediction	NOUN
cet-3944	22	12	models	model	NOUN
cet-3944	22	13	(	(	PUNCT
cet-3944	22	14	han	han	PROPN
cet-3944	22	15	et	et	PROPN
cet-3944	22	16	al	al	PROPN
cet-3944	22	17	.	.	PROPN
cet-3944	22	18	2010	2010	NUM
cet-3944	22	19	;	;	PUNCT
cet-3944	22	20	wang	wang	PROPN
cet-3944	22	21	et	et	PROPN
cet-3944	22	22	al	al	PROPN
cet-3944	22	23	.	.	PROPN
cet-3944	22	24	2010	2010	NUM
cet-3944	22	25	;	;	PUNCT
cet-3944	22	26	liu	liu	PROPN
cet-3944	22	27	et	et	PROPN
cet-3944	22	28	al	al	PROPN
cet-3944	22	29	.	.	PROPN
cet-3944	22	30	2014	2014	NUM
cet-3944	22	31	)	)	PUNCT
cet-3944	22	32	.	.	PUNCT
cet-3944	23	1	however	however	ADV
cet-3944	23	2	,	,	PUNCT
cet-3944	23	3	due	due	ADP
cet-3944	23	4	to	to	ADP
cet-3944	23	5	the	the	DET
cet-3944	23	6	sophisticated	sophisticated	ADJ
cet-3944	23	7	thermal	thermal	ADJ
cet-3944	23	8	and	and	CCONJ
cet-3944	23	9	chemical	chemical	NOUN
cet-3944	23	10	reaction	reaction	NOUN
cet-3944	23	11	processes	process	NOUN
cet-3944	23	12	of	of	ADP
cet-3944	23	13	bof	bof	NOUN
cet-3944	23	14	,	,	PUNCT
cet-3944	23	15	the	the	DET
cet-3944	23	16	distribution	distribution	NOUN
cet-3944	23	17	of	of	ADP
cet-3944	23	18	the	the	DET
cet-3944	23	19	measurement	measurement	NOUN
cet-3944	23	20	data	data	NOUN
cet-3944	23	21	is	be	AUX
cet-3944	23	22	dispersed	disperse	VERB
cet-3944	23	23	and	and	CCONJ
cet-3944	23	24	irregular	irregular	ADJ
cet-3944	23	25	.	.	PUNCT
cet-3944	24	1	in	in	ADP
cet-3944	24	2	addition	addition	NOUN
cet-3944	24	3	,	,	PUNCT
cet-3944	24	4	the	the	DET
cet-3944	24	5	performance	performance	NOUN
cet-3944	24	6	of	of	ADP
cet-3944	24	7	machine	machine	NOUN
cet-3944	24	8	learning	learn	VERB
cet-3944	24	9	algorithms	algorithm	NOUN
cet-3944	24	10	above	above	ADV
cet-3944	24	11	depends	depend	VERB
cet-3944	24	12	on	on	ADP
cet-3944	24	13	the	the	DET
cet-3944	24	14	parameters	parameter	NOUN
cet-3944	24	15	.	.	PUNCT
cet-3944	25	1	if	if	SCONJ
cet-3944	25	2	a	a	DET
cet-3944	25	3	specific	specific	ADJ
cet-3944	25	4	parameter	parameter	NOUN
cet-3944	25	5	of	of	ADP
cet-3944	25	6	the	the	DET
cet-3944	25	7	machine	machine	NOUN
cet-3944	25	8	learning	learn	VERB
cet-3944	25	9	algorithm	algorithm	PROPN
cet-3944	25	10	’s	’s	PART
cet-3944	25	11	setting	setting	NOUN
cet-3944	25	12	is	be	AUX
cet-3944	25	13	different	different	ADJ
cet-3944	25	14	,	,	PUNCT
cet-3944	25	15	the	the	DET
cet-3944	25	16	result	result	NOUN
cet-3944	25	17	will	will	AUX
cet-3944	25	18	be	be	AUX
cet-3944	25	19	different	different	ADJ
cet-3944	25	20	.	.	PUNCT
cet-3944	26	1	so	so	ADV
cet-3944	26	2	,	,	PUNCT
cet-3944	26	3	it	it	PRON
cet-3944	26	4	is	be	AUX
cet-3944	26	5	difficult	difficult	ADJ
cet-3944	26	6	for	for	SCONJ
cet-3944	26	7	the	the	DET
cet-3944	26	8	methods	method	NOUN
cet-3944	26	9	above	above	ADV
cet-3944	26	10	to	to	PART
cet-3944	26	11	accurately	accurately	ADV
cet-3944	26	12	predict	predict	VERB
cet-3944	26	13	the	the	DET
cet-3944	26	14	endpoint	endpoint	NOUN
cet-3944	26	15	temperature	temperature	NOUN
cet-3944	26	16	and	and	CCONJ
cet-3944	26	17	the	the	DET
cet-3944	26	18	carbon	carbon	NOUN
cet-3944	26	19	content	content	NOUN
cet-3944	26	20	in	in	ADP
cet-3944	26	21	bof	bof	PROPN
cet-3944	26	22	.	.	PUNCT
cet-3944	27	1	in	in	ADP
cet-3944	27	2	this	this	DET
cet-3944	27	3	paper	paper	NOUN
cet-3944	27	4	,	,	PUNCT
cet-3944	27	5	an	an	DET
cet-3944	27	6	improved	improved	ADJ
cet-3944	27	7	pso	pso	NOUN
cet-3944	27	8	algorithm	algorithm	NOUN
cet-3944	27	9	of	of	ADP
cet-3944	27	10	reducing	reduce	VERB
cet-3944	27	11	inertia	inertia	NOUN
cet-3944	27	12	weight	weight	NOUN
cet-3944	27	13	and	and	CCONJ
cet-3944	27	14	adding	add	VERB
cet-3944	27	15	the	the	DET
cet-3944	27	16	constriction	constriction	NOUN
cet-3944	27	17	factor	factor	NOUN
cet-3944	27	18	combined	combine	VERB
cet-3944	27	19	with	with	ADP
cet-3944	27	20	bp	bp	PROPN
cet-3944	27	21	neural	neural	ADJ
cet-3944	27	22	network	network	NOUN
cet-3944	27	23	is	be	AUX
cet-3944	27	24	presented	present	VERB
cet-3944	27	25	for	for	ADP
cet-3944	27	26	endpoint	endpoint	NOUN
cet-3944	27	27	prediction	prediction	NOUN
cet-3944	27	28	in	in	ADP
cet-3944	27	29	bof	bof	PROPN
cet-3944	27	30	.	.	PROPN
cet-3944	27	31	doi	doi	PROPN
cet-3944	27	32	:	:	PUNCT
cet-3944	27	33	10.3303	10.3303	NUM
cet-3944	27	34	/	/	SYM
cet-3944	27	35	cet1651080	cet1651080	NOUN
cet-3944	27	36	please	please	INTJ
cet-3944	27	37	cite	cite	VERB
cet-3944	27	38	this	this	DET
cet-3944	27	39	article	article	NOUN
cet-3944	27	40	as	as	ADP
cet-3944	27	41	:	:	PUNCT
cet-3944	27	42	li	li	PROPN
cet-3944	27	43	w.	w.	PROPN
cet-3944	27	44	,	,	PUNCT
cet-3944	27	45	wang	wang	PROPN
cet-3944	27	46	q.m	q.m	PROPN
cet-3944	27	47	.	.	PROPN
cet-3944	27	48	,	,	PUNCT
cet-3944	27	49	wang	wang	PROPN
cet-3944	27	50	x.s	x.s	PROPN
cet-3944	27	51	.	.	PROPN
cet-3944	27	52	,	,	PUNCT
cet-3944	27	53	wang	wang	PROPN
cet-3944	27	54	h.	h.	PROPN
cet-3944	27	55	,	,	PUNCT
cet-3944	27	56	2016	2016	NUM
cet-3944	27	57	,	,	PUNCT
cet-3944	27	58	endpoint	endpoint	VERB
cet-3944	27	59	prediction	prediction	NOUN
cet-3944	27	60	of	of	ADP
cet-3944	27	61	bof	bof	NOUN
cet-3944	27	62	steelmaking	steelmaking	NOUN
cet-3944	27	63	based	base	VERB
cet-3944	27	64	on	on	ADP
cet-3944	27	65	bp	bp	PROPN
cet-3944	27	66	neural	neural	ADJ
cet-3944	27	67	network	network	NOUN
cet-3944	27	68	combined	combine	VERB
cet-3944	27	69	with	with	ADP
cet-3944	27	70	improved	improved	ADJ
cet-3944	27	71	pso	pso	NOUN
cet-3944	27	72	,	,	PUNCT
cet-3944	27	73	chemical	chemical	NOUN
cet-3944	27	74	engineering	engineering	NOUN
cet-3944	27	75	transactions	transaction	NOUN
cet-3944	27	76	,	,	PUNCT
cet-3944	27	77	51	51	NUM
cet-3944	27	78	,	,	PUNCT
cet-3944	27	79	475	475	NUM
cet-3944	27	80	-	-	SYM
cet-3944	27	81	480	480	NUM
cet-3944	27	82	doi:10.3303	doi:10.3303	NOUN
cet-3944	27	83	/	/	SYM
cet-3944	27	84	cet1651080	cet1651080	ADJ
cet-3944	27	85	475	475	NUM
cet-3944	27	86	figure	figure	NOUN
cet-3944	27	87	1	1	NUM
cet-3944	27	88	:	:	PUNCT
cet-3944	27	89	bp	bp	PROPN
cet-3944	27	90	neural	neural	ADJ
cet-3944	27	91	network	network	NOUN
cet-3944	27	92	structure	structure	NOUN
cet-3944	27	93	2	2	NUM
cet-3944	27	94	.	.	PUNCT
cet-3944	27	95	basic	basic	ADJ
cet-3944	27	96	oxygen	oxygen	NOUN
cet-3944	27	97	steelmaking	steelmaking	NOUN
cet-3944	27	98	process	process	NOUN
cet-3944	27	99	then	then	ADV
cet-3944	27	100	basic	basic	ADJ
cet-3944	27	101	oxygen	oxygen	NOUN
cet-3944	27	102	furnace	furnace	NOUN
cet-3944	27	103	steel	steel	NOUN
cet-3944	27	104	making	making	NOUN
cet-3944	27	105	process	process	NOUN
cet-3944	27	106	is	be	AUX
cet-3944	27	107	one	one	NUM
cet-3944	27	108	of	of	ADP
cet-3944	27	109	the	the	DET
cet-3944	27	110	key	key	ADJ
cet-3944	27	111	processes	process	NOUN
cet-3944	27	112	in	in	ADP
cet-3944	27	113	the	the	DET
cet-3944	27	114	steel	steel	NOUN
cet-3944	27	115	industry	industry	NOUN
cet-3944	27	116	.	.	PUNCT
cet-3944	28	1	the	the	DET
cet-3944	28	2	basic	basic	ADJ
cet-3944	28	3	oxygen	oxygen	NOUN
cet-3944	28	4	furnace	furnace	NOUN
cet-3944	28	5	is	be	AUX
cet-3944	28	6	a	a	DET
cet-3944	28	7	widely	widely	ADV
cet-3944	28	8	preferred	preferred	ADJ
cet-3944	28	9	and	and	CCONJ
cet-3944	28	10	effective	effective	ADJ
cet-3944	28	11	steel	steel	NOUN
cet-3944	28	12	making	making	NOUN
cet-3944	28	13	method	method	NOUN
cet-3944	28	14	due	due	ADP
cet-3944	28	15	to	to	ADP
cet-3944	28	16	its	its	PRON
cet-3944	28	17	high	high	ADJ
cet-3944	28	18	productivity	productivity	NOUN
cet-3944	28	19	and	and	CCONJ
cet-3944	28	20	low	low	ADJ
cet-3944	28	21	production	production	NOUN
cet-3944	28	22	cost	cost	NOUN
cet-3944	28	23	.	.	PUNCT
cet-3944	29	1	the	the	DET
cet-3944	29	2	bof	bof	PROPN
cet-3944	29	3	comprises	comprise	VERB
cet-3944	29	4	a	a	DET
cet-3944	29	5	vertical	vertical	ADJ
cet-3944	29	6	solid	solid	ADJ
cet-3944	29	7	-	-	PUNCT
cet-3944	29	8	bottom	bottom	NOUN
cet-3944	29	9	crucible	crucible	NOUN
cet-3944	29	10	with	with	ADP
cet-3944	29	11	a	a	DET
cet-3944	29	12	vertical	vertical	ADJ
cet-3944	29	13	water	water	NOUN
cet-3944	29	14	-	-	PUNCT
cet-3944	29	15	cooled	cool	VERB
cet-3944	29	16	oxygen	oxygen	NOUN
cet-3944	29	17	lance	lance	NOUN
cet-3944	29	18	entering	enter	VERB
cet-3944	29	19	the	the	DET
cet-3944	29	20	vessel	vessel	NOUN
cet-3944	29	21	from	from	ADP
cet-3944	29	22	above	above	ADV
cet-3944	29	23	.	.	PUNCT
cet-3944	30	1	after	after	ADP
cet-3944	30	2	putting	put	VERB
cet-3944	30	3	molten	molten	ADJ
cet-3944	30	4	pig	pig	NOUN
cet-3944	30	5	iron	iron	NOUN
cet-3944	30	6	and	and	CCONJ
cet-3944	30	7	scrap	scrap	NOUN
cet-3944	30	8	into	into	ADP
cet-3944	30	9	the	the	DET
cet-3944	30	10	converter	converter	NOUN
cet-3944	30	11	,	,	PUNCT
cet-3944	30	12	which	which	PRON
cet-3944	30	13	is	be	AUX
cet-3944	30	14	able	able	ADJ
cet-3944	30	15	to	to	PART
cet-3944	30	16	tilt	tilt	VERB
cet-3944	30	17	for	for	ADP
cet-3944	30	18	charging	charge	VERB
cet-3944	30	19	and	and	CCONJ
cet-3944	30	20	tapping	tap	VERB
cet-3944	30	21	,	,	PUNCT
cet-3944	30	22	it	it	PRON
cet-3944	30	23	is	be	AUX
cet-3944	30	24	rotated	rotate	VERB
cet-3944	30	25	with	with	ADP
cet-3944	30	26	blowing	blow	VERB
cet-3944	30	27	oxygen	oxygen	NOUN
cet-3944	30	28	.	.	PUNCT
cet-3944	31	1	in	in	ADP
cet-3944	31	2	the	the	DET
cet-3944	31	3	process	process	NOUN
cet-3944	31	4	，	，	PUNCT
cet-3944	31	5	various	various	ADJ
cet-3944	31	6	types	type	NOUN
cet-3944	31	7	of	of	ADP
cet-3944	31	8	slag	slag	NOUN
cet-3944	31	9	material	material	NOUN
cet-3944	31	10	,	,	PUNCT
cet-3944	31	11	burnt	burn	VERB
cet-3944	31	12	-	-	PUNCT
cet-3944	31	13	lime	lime	NOUN
cet-3944	31	14	,	,	PUNCT
cet-3944	31	15	dolomite	dolomite	NOUN
cet-3944	31	16	,	,	PUNCT
cet-3944	31	17	iron	iron	NOUN
cet-3944	31	18	,	,	PUNCT
cet-3944	31	19	etc	etc	X
cet-3944	31	20	.	.	X
cet-3944	31	21	,	,	PUNCT
cet-3944	31	22	are	be	AUX
cet-3944	31	23	added	add	VERB
cet-3944	31	24	into	into	ADP
cet-3944	31	25	the	the	DET
cet-3944	31	26	converter	converter	NOUN
cet-3944	31	27	in	in	ADP
cet-3944	31	28	two	two	NUM
cet-3944	31	29	or	or	CCONJ
cet-3944	31	30	three	three	NUM
cet-3944	31	31	batches	batch	NOUN
cet-3944	31	32	during	during	ADP
cet-3944	31	33	the	the	DET
cet-3944	31	34	blowing	blowing	ADJ
cet-3944	31	35	time	time	NOUN
cet-3944	31	36	.	.	PUNCT
cet-3944	32	1	the	the	DET
cet-3944	32	2	bof	bof	PROPN
cet-3944	32	3	process	process	NOUN
cet-3944	32	4	aims	aim	VERB
cet-3944	32	5	to	to	PART
cet-3944	32	6	remove	remove	VERB
cet-3944	32	7	impurities	impurity	NOUN
cet-3944	32	8	and	and	CCONJ
cet-3944	32	9	improve	improve	VERB
cet-3944	32	10	the	the	DET
cet-3944	32	11	temperature	temperature	NOUN
cet-3944	32	12	of	of	ADP
cet-3944	32	13	the	the	DET
cet-3944	32	14	molten	molten	ADJ
cet-3944	32	15	pool	pool	NOUN
cet-3944	32	16	for	for	ADP
cet-3944	32	17	the	the	DET
cet-3944	32	18	purpose	purpose	NOUN
cet-3944	32	19	of	of	ADP
cet-3944	32	20	refining	refine	VERB
cet-3944	32	21	the	the	DET
cet-3944	32	22	molten	molten	ADJ
cet-3944	32	23	steel	steel	NOUN
cet-3944	32	24	.	.	PUNCT
cet-3944	33	1	when	when	SCONJ
cet-3944	33	2	the	the	DET
cet-3944	33	3	carbon	carbon	NOUN
cet-3944	33	4	level	level	NOUN
cet-3944	33	5	and	and	CCONJ
cet-3944	33	6	temperature	temperature	NOUN
cet-3944	33	7	arrive	arrive	VERB
cet-3944	33	8	a	a	DET
cet-3944	33	9	specific	specific	ADJ
cet-3944	33	10	target	target	NOUN
cet-3944	33	11	,	,	PUNCT
cet-3944	33	12	the	the	DET
cet-3944	33	13	liquid	liquid	ADJ
cet-3944	33	14	steel	steel	NOUN
cet-3944	33	15	is	be	AUX
cet-3944	33	16	tapped	tap	VERB
cet-3944	33	17	and	and	CCONJ
cet-3944	33	18	slag	slag	NOUN
cet-3944	33	19	is	be	AUX
cet-3944	33	20	left	leave	VERB
cet-3944	33	21	in	in	ADP
cet-3944	33	22	the	the	DET
cet-3944	33	23	converter	converter	NOUN
cet-3944	33	24	.	.	PUNCT
cet-3944	34	1	in	in	ADP
cet-3944	34	2	general	general	ADJ
cet-3944	34	3	,	,	PUNCT
cet-3944	34	4	the	the	DET
cet-3944	34	5	process	process	NOUN
cet-3944	34	6	includes	include	VERB
cet-3944	34	7	charge	charge	NOUN
cet-3944	34	8	material	material	NOUN
cet-3944	34	9	,	,	PUNCT
cet-3944	34	10	blowing	blow	VERB
cet-3944	34	11	,	,	PUNCT
cet-3944	34	12	endpoint	endpoint	NOUN
cet-3944	34	13	control	control	NOUN
cet-3944	34	14	,	,	PUNCT
cet-3944	34	15	tapping	tapping	NOUN
cet-3944	34	16	,	,	PUNCT
cet-3944	34	17	splash	splash	NOUN
cet-3944	34	18	protection	protection	NOUN
cet-3944	34	19	,	,	PUNCT
cet-3944	34	20	deslagging	deslagging	NOUN
cet-3944	34	21	,	,	PUNCT
cet-3944	34	22	and	and	CCONJ
cet-3944	34	23	so	so	ADV
cet-3944	34	24	on	on	ADV
cet-3944	34	25	.	.	PUNCT
cet-3944	35	1	the	the	DET
cet-3944	35	2	endpoint	endpoint	NOUN
cet-3944	35	3	control	control	NOUN
cet-3944	35	4	plays	play	VERB
cet-3944	35	5	an	an	DET
cet-3944	35	6	essential	essential	ADJ
cet-3944	35	7	role	role	NOUN
cet-3944	35	8	in	in	ADP
cet-3944	35	9	the	the	DET
cet-3944	35	10	whole	whole	ADJ
cet-3944	35	11	process	process	NOUN
cet-3944	35	12	of	of	ADP
cet-3944	35	13	bof	bof	NOUN
cet-3944	35	14	steelmaking	steelmaking	NOUN
cet-3944	35	15	which	which	PRON
cet-3944	35	16	is	be	AUX
cet-3944	35	17	mainly	mainly	ADV
cet-3944	35	18	completed	complete	VERB
cet-3944	35	19	in	in	ADP
cet-3944	35	20	the	the	DET
cet-3944	35	21	last	last	ADJ
cet-3944	35	22	stage	stage	NOUN
cet-3944	35	23	.	.	PUNCT
cet-3944	36	1	the	the	DET
cet-3944	36	2	goal	goal	NOUN
cet-3944	36	3	of	of	ADP
cet-3944	36	4	bof	bof	X
cet-3944	36	5	steelmaking	steelmaking	NOUN
cet-3944	36	6	production	production	NOUN
cet-3944	36	7	is	be	AUX
cet-3944	36	8	to	to	PART
cet-3944	36	9	make	make	VERB
cet-3944	36	10	the	the	DET
cet-3944	36	11	carbon	carbon	NOUN
cet-3944	36	12	content	content	NOUN
cet-3944	36	13	and	and	CCONJ
cet-3944	36	14	temperature	temperature	NOUN
cet-3944	36	15	of	of	ADP
cet-3944	36	16	the	the	DET
cet-3944	36	17	molten	molten	ADJ
cet-3944	36	18	metal	metal	NOUN
cet-3944	36	19	be	be	AUX
cet-3944	36	20	in	in	ADP
cet-3944	36	21	the	the	DET
cet-3944	36	22	target	target	NOUN
cet-3944	36	23	range	range	NOUN
cet-3944	36	24	.	.	PUNCT
cet-3944	37	1	3	3	X
cet-3944	37	2	.	.	X
cet-3944	37	3	principle	principle	NOUN
cet-3944	37	4	3.1	3.1	NUM
cet-3944	37	5	back	back	NOUN
cet-3944	37	6	propagation	propagation	NOUN
cet-3944	37	7	(	(	PUNCT
cet-3944	37	8	bp	bp	PROPN
cet-3944	37	9	)	)	PUNCT
cet-3944	37	10	neural	neural	ADJ
cet-3944	37	11	network	network	NOUN
cet-3944	37	12	artificial	artificial	ADJ
cet-3944	37	13	neural	neural	ADJ
cet-3944	37	14	networks	network	NOUN
cet-3944	37	15	(	(	PUNCT
cet-3944	37	16	ann	ann	PROPN
cet-3944	37	17	)	)	PUNCT
cet-3944	37	18	are	be	AUX
cet-3944	37	19	the	the	DET
cet-3944	37	20	abstraction	abstraction	NOUN
cet-3944	37	21	,	,	PUNCT
cet-3944	37	22	simplification	simplification	NOUN
cet-3944	37	23	and	and	CCONJ
cet-3944	37	24	simulation	simulation	NOUN
cet-3944	37	25	of	of	ADP
cet-3944	37	26	biological	biological	ADJ
cet-3944	37	27	neural	neural	ADJ
cet-3944	37	28	networks	network	NOUN
cet-3944	37	29	which	which	PRON
cet-3944	37	30	have	have	VERB
cet-3944	37	31	the	the	DET
cet-3944	37	32	capability	capability	NOUN
cet-3944	37	33	of	of	ADP
cet-3944	37	34	self	self	NOUN
cet-3944	37	35	-	-	PUNCT
cet-3944	37	36	study	study	NOUN
cet-3944	37	37	,	,	PUNCT
cet-3944	37	38	self	self	NOUN
cet-3944	37	39	-	-	PUNCT
cet-3944	37	40	adaptation	adaptation	NOUN
cet-3944	37	41	,	,	PUNCT
cet-3944	37	42	self	self	NOUN
cet-3944	37	43	-	-	PUNCT
cet-3944	37	44	organizing	organizing	NOUN
cet-3944	37	45	,	,	PUNCT
cet-3944	37	46	etc	etc	X
cet-3944	37	47	.	.	X
cet-3944	38	1	(	(	PUNCT
cet-3944	38	2	haykin	haykin	NOUN
cet-3944	38	3	1994	1994	NUM
cet-3944	38	4	)	)	PUNCT
cet-3944	38	5	.	.	PUNCT
cet-3944	39	1	the	the	DET
cet-3944	39	2	most	most	ADV
cet-3944	39	3	widely	widely	ADV
cet-3944	39	4	used	use	VERB
cet-3944	39	5	bp	bp	PROPN
cet-3944	39	6	neural	neural	ADJ
cet-3944	39	7	network	network	NOUN
cet-3944	39	8	,	,	PUNCT
cet-3944	39	9	first	first	ADV
cet-3944	39	10	presented	present	VERB
cet-3944	39	11	in	in	ADP
cet-3944	39	12	1986	1986	NUM
cet-3944	39	13	by	by	ADP
cet-3944	39	14	rumelhant	rumelhant	NOUN
cet-3944	39	15	and	and	CCONJ
cet-3944	39	16	mcclelland	mcclelland	PROPN
cet-3944	39	17	,	,	PUNCT
cet-3944	39	18	is	be	AUX
cet-3944	39	19	a	a	DET
cet-3944	39	20	multi	multi	ADJ
cet-3944	39	21	-	-	ADJ
cet-3944	39	22	layer	layer	ADJ
cet-3944	39	23	feedforward	feedforward	NOUN
cet-3944	39	24	neural	neural	ADJ
cet-3944	39	25	network	network	NOUN
cet-3944	39	26	including	include	VERB
cet-3944	39	27	input	input	NOUN
cet-3944	39	28	layer	layer	NOUN
cet-3944	39	29	,	,	PUNCT
cet-3944	39	30	hidden	hide	VERB
cet-3944	39	31	layer	layer	NOUN
cet-3944	39	32	and	and	CCONJ
cet-3944	39	33	output	output	NOUN
cet-3944	39	34	layer	layer	NOUN
cet-3944	39	35	as	as	SCONJ
cet-3944	39	36	shown	show	VERB
cet-3944	39	37	in	in	ADP
cet-3944	39	38	figure	figure	NOUN
cet-3944	39	39	1	1	NUM
cet-3944	39	40	.	.	PUNCT
cet-3944	40	1	the	the	DET
cet-3944	40	2	process	process	NOUN
cet-3944	40	3	of	of	ADP
cet-3944	40	4	the	the	DET
cet-3944	40	5	bp	bp	PROPN
cet-3944	40	6	learning	learn	VERB
cet-3944	40	7	algorithm	algorithm	NOUN
cet-3944	40	8	can	can	AUX
cet-3944	40	9	be	be	AUX
cet-3944	40	10	divided	divide	VERB
cet-3944	40	11	into	into	ADP
cet-3944	40	12	two	two	NUM
cet-3944	40	13	stages	stage	NOUN
cet-3944	40	14	:	:	PUNCT
cet-3944	40	15	the	the	DET
cet-3944	40	16	forward	forward	ADJ
cet-3944	40	17	propagation	propagation	NOUN
cet-3944	40	18	process	process	NOUN
cet-3944	40	19	and	and	CCONJ
cet-3944	40	20	the	the	DET
cet-3944	40	21	backward	backward	ADJ
cet-3944	40	22	propagation	propagation	NOUN
cet-3944	40	23	process	process	NOUN
cet-3944	40	24	.	.	PUNCT
cet-3944	41	1	in	in	ADP
cet-3944	41	2	the	the	DET
cet-3944	41	3	former	former	ADJ
cet-3944	41	4	,	,	PUNCT
cet-3944	41	5	the	the	DET
cet-3944	41	6	input	input	NOUN
cet-3944	41	7	signal	signal	NOUN
cet-3944	41	8	is	be	AUX
cet-3944	41	9	transferred	transfer	VERB
cet-3944	41	10	from	from	ADP
cet-3944	41	11	the	the	DET
cet-3944	41	12	input	input	NOUN
cet-3944	41	13	layer	layer	NOUN
cet-3944	41	14	to	to	ADP
cet-3944	41	15	the	the	DET
cet-3944	41	16	output	output	NOUN
cet-3944	41	17	layer	layer	NOUN
cet-3944	41	18	through	through	ADP
cet-3944	41	19	a	a	DET
cet-3944	41	20	hidden	hide	VERB
cet-3944	41	21	layer	layer	NOUN
cet-3944	41	22	,	,	PUNCT
cet-3944	41	23	and	and	CCONJ
cet-3944	41	24	if	if	SCONJ
cet-3944	41	25	the	the	DET
cet-3944	41	26	output	output	NOUN
cet-3944	41	27	can	can	AUX
cet-3944	41	28	not	not	PART
cet-3944	41	29	attain	attain	VERB
cet-3944	41	30	the	the	DET
cet-3944	41	31	satisfactory	satisfactory	ADJ
cet-3944	41	32	values	value	NOUN
cet-3944	41	33	,	,	PUNCT
cet-3944	41	34	then	then	ADV
cet-3944	41	35	it	it	PRON
cet-3944	41	36	will	will	AUX
cet-3944	41	37	turn	turn	VERB
cet-3944	41	38	to	to	ADP
cet-3944	41	39	the	the	DET
cet-3944	41	40	latter	latter	ADJ
cet-3944	41	41	.	.	PUNCT
cet-3944	42	1	in	in	ADP
cet-3944	42	2	the	the	DET
cet-3944	42	3	backward	backward	ADJ
cet-3944	42	4	propagation	propagation	NOUN
cet-3944	42	5	process	process	NOUN
cet-3944	42	6	,	,	PUNCT
cet-3944	42	7	the	the	DET
cet-3944	42	8	error	error	NOUN
cet-3944	42	9	signal	signal	NOUN
cet-3944	42	10	will	will	AUX
cet-3944	42	11	return	return	VERB
cet-3944	42	12	to	to	ADP
cet-3944	42	13	the	the	DET
cet-3944	42	14	original	original	ADJ
cet-3944	42	15	connection	connection	NOUN
cet-3944	42	16	and	and	CCONJ
cet-3944	42	17	the	the	DET
cet-3944	42	18	weights	weight	NOUN
cet-3944	42	19	and	and	CCONJ
cet-3944	42	20	thresholds	threshold	NOUN
cet-3944	42	21	will	will	AUX
cet-3944	42	22	be	be	AUX
cet-3944	42	23	adjusted	adjust	VERB
cet-3944	42	24	by	by	ADP
cet-3944	42	25	constantly	constantly	ADV
cet-3944	42	26	training	training	NOUN
cet-3944	42	27	until	until	SCONJ
cet-3944	42	28	the	the	DET
cet-3944	42	29	network	network	NOUN
cet-3944	42	30	error	error	NOUN
cet-3944	42	31	is	be	AUX
cet-3944	42	32	reduced	reduce	VERB
cet-3944	42	33	to	to	ADP
cet-3944	42	34	the	the	DET
cet-3944	42	35	satisfactory	satisfactory	ADJ
cet-3944	42	36	error	error	NOUN
cet-3944	42	37	level	level	NOUN
cet-3944	42	38	to	to	PART
cet-3944	42	39	attain	attain	VERB
cet-3944	42	40	the	the	DET
cet-3944	42	41	required	require	VERB
cet-3944	42	42	accuracy	accuracy	NOUN
cet-3944	42	43	.	.	PUNCT
cet-3944	43	1	where	where	SCONJ
cet-3944	43	2	m	m	VERB
cet-3944	43	3	,	,	PUNCT
cet-3944	43	4	n	n	CCONJ
cet-3944	43	5	,	,	PUNCT
cet-3944	43	6	l	l	NOUN
cet-3944	43	7	,	,	PUNCT
cet-3944	43	8	respectively	respectively	ADV
cet-3944	43	9	is	be	AUX
cet-3944	43	10	the	the	DET
cet-3944	43	11	input	input	NOUN
cet-3944	43	12	layer	layer	NOUN
cet-3944	43	13	nodes	node	NOUN
cet-3944	43	14	,	,	PUNCT
cet-3944	43	15	the	the	DET
cet-3944	43	16	hidden	hide	VERB
cet-3944	43	17	layer	layer	NOUN
cet-3944	43	18	nodes	node	NOUN
cet-3944	43	19	and	and	CCONJ
cet-3944	43	20	output	output	NOUN
cet-3944	43	21	layer	layer	NOUN
cet-3944	43	22	nodes	node	NOUN
cet-3944	43	23	,	,	PUNCT
cet-3944	43	24	𝑤𝑖𝑗	𝑤𝑖𝑗	PROPN
cet-3944	43	25	is	be	AUX
cet-3944	43	26	called	call	VERB
cet-3944	43	27	input	input	NOUN
cet-3944	43	28	-	-	PUNCT
cet-3944	43	29	hidden	hide	VERB
cet-3944	43	30	layer	layer	NOUN
cet-3944	43	31	link	link	NOUN
cet-3944	43	32	weights	weight	NOUN
cet-3944	43	33	,	,	PUNCT
cet-3944	43	34	𝑤𝑗𝑘	𝑤𝑗𝑘	NOUN
cet-3944	43	35	is	be	AUX
cet-3944	43	36	called	call	VERB
cet-3944	43	37	hidden	hide	VERB
cet-3944	43	38	-	-	PUNCT
cet-3944	43	39	output	output	NOUN
cet-3944	43	40	layer	layer	NOUN
cet-3944	43	41	link	link	VERB
cet-3944	43	42	weights	weight	NOUN
cet-3944	43	43	.	.	PUNCT
cet-3944	44	1	so	so	ADV
cet-3944	44	2	,	,	PUNCT
cet-3944	44	3	the	the	DET
cet-3944	44	4	output	output	NOUN
cet-3944	44	5	value	value	NOUN
cet-3944	44	6	of	of	ADP
cet-3944	44	7	the	the	DET
cet-3944	44	8	hidden	hide	VERB
cet-3944	44	9	layer	layer	NOUN
cet-3944	44	10	is	be	AUX
cet-3944	44	11	:	:	PUNCT
cet-3944	44	12	𝐻𝑗	𝐻𝑗	PROPN
cet-3944	44	13	=	=	SYM
cet-3944	44	14	𝑓(∑	𝑓(∑	PROPN
cet-3944	44	15	(	(	PUNCT
cet-3944	44	16	𝑤𝑖𝑗	𝑤𝑖𝑗	PROPN
cet-3944	44	17	𝑥𝑖	𝑥𝑖	PROPN
cet-3944	44	18	−	−	PROPN
cet-3944	44	19	𝜃𝑗)𝑚	𝜃𝑗)𝑚	PROPN
cet-3944	44	20	𝑖=1	𝑖=1	PROPN
cet-3944	44	21	)	)	PUNCT
cet-3944	44	22	j	j	NOUN
cet-3944	45	1	=	=	SYM
cet-3944	45	2	1,2	1,2	NUM
cet-3944	45	3	,	,	PUNCT
cet-3944	45	4	…	…	PUNCT
cet-3944	45	5	n.	n.	NOUN
cet-3944	45	6	(	(	PUNCT
cet-3944	45	7	1	1	NUM
cet-3944	45	8	)	)	PUNCT
cet-3944	45	9	where	where	SCONJ
cet-3944	45	10	,	,	PUNCT
cet-3944	45	11	𝜃𝑗	𝜃𝑗	NOUN
cet-3944	45	12	is	be	AUX
cet-3944	45	13	the	the	DET
cet-3944	45	14	threshold	threshold	NOUN
cet-3944	45	15	of	of	ADP
cet-3944	45	16	the	the	DET
cet-3944	45	17	hidden	hide	VERB
cet-3944	45	18	layer	layer	NOUN
cet-3944	45	19	nodes	node	NOUN
cet-3944	45	20	,	,	PUNCT
cet-3944	45	21	f	f	X
cet-3944	45	22	(	(	PUNCT
cet-3944	45	23	.	.	PUNCT
cet-3944	45	24	)	)	PUNCT
cet-3944	45	25	is	be	AUX
cet-3944	45	26	a	a	DET
cet-3944	45	27	nonlinear	nonlinear	ADJ
cet-3944	45	28	transfer	transfer	NOUN
cet-3944	45	29	function	function	NOUN
cet-3944	45	30	which	which	PRON
cet-3944	45	31	generally	generally	ADV
cet-3944	45	32	uses	use	VERB
cet-3944	45	33	the	the	DET
cet-3944	45	34	sigmoid	sigmoid	NOUN
cet-3944	45	35	function	function	NOUN
cet-3944	45	36	:	:	PUNCT
cet-3944	45	37	f(x	f(x	PROPN
cet-3944	45	38	)	)	PUNCT
cet-3944	45	39	=	=	PUNCT
cet-3944	45	40	1	1	NUM
cet-3944	45	41	1+e−x	1+e−x	NUM
cet-3944	45	42	(	(	PUNCT
cet-3944	45	43	2	2	NUM
cet-3944	45	44	)	)	PUNCT
cet-3944	45	45	476	476	NUM
cet-3944	46	1	so	so	ADV
cet-3944	46	2	,	,	PUNCT
cet-3944	46	3	the	the	DET
cet-3944	46	4	output	output	NOUN
cet-3944	46	5	value	value	NOUN
cet-3944	46	6	of	of	ADP
cet-3944	46	7	the	the	DET
cet-3944	46	8	output	output	NOUN
cet-3944	46	9	layer	layer	NOUN
cet-3944	46	10	is	be	AUX
cet-3944	46	11	:	:	PUNCT
cet-3944	46	12	𝑌𝑘	𝑌𝑘	PROPN
cet-3944	46	13	=	=	SYM
cet-3944	46	14	∑	∑	PUNCT
cet-3944	46	15	𝐻𝑗𝑤𝑗𝑘	𝐻𝑗𝑤𝑗𝑘	ADJ
cet-3944	46	16	−𝑛	−𝑛	NOUN
cet-3944	46	17	𝑗=1	𝑗=1	PROPN
cet-3944	46	18	𝑎𝑘	𝑎𝑘	ADP
cet-3944	46	19	κ	κ	X
cet-3944	46	20	=	=	SYM
cet-3944	46	21	1,2	1,2	NUM
cet-3944	46	22	,	,	PUNCT
cet-3944	46	23	…	…	PUNCT
cet-3944	46	24	,	,	PUNCT
cet-3944	46	25	l.	l.	PROPN
cet-3944	46	26	(	(	PUNCT
cet-3944	46	27	3	3	NUM
cet-3944	46	28	)	)	PUNCT
cet-3944	46	29	where	where	SCONJ
cet-3944	46	30	,	,	PUNCT
cet-3944	46	31	𝑎𝑘	𝑎𝑘	PROPN
cet-3944	46	32	is	be	AUX
cet-3944	46	33	the	the	DET
cet-3944	46	34	threshold	threshold	NOUN
cet-3944	46	35	of	of	ADP
cet-3944	46	36	the	the	DET
cet-3944	46	37	output	output	NOUN
cet-3944	46	38	layer	layer	NOUN
cet-3944	46	39	nodes	nod	VERB
cet-3944	46	40	.	.	PUNCT
cet-3944	47	1	the	the	DET
cet-3944	47	2	total	total	ADJ
cet-3944	47	3	errors	error	NOUN
cet-3944	47	4	of	of	ADP
cet-3944	47	5	the	the	DET
cet-3944	47	6	output	output	NOUN
cet-3944	47	7	of	of	ADP
cet-3944	47	8	the	the	DET
cet-3944	47	9	network	network	NOUN
cet-3944	47	10	can	can	AUX
cet-3944	47	11	be	be	AUX
cet-3944	47	12	defined	define	VERB
cet-3944	47	13	as	as	SCONJ
cet-3944	47	14	follows	follow	VERB
cet-3944	47	15	:	:	PUNCT
cet-3944	48	1	e	e	NOUN
cet-3944	48	2	=	=	SYM
cet-3944	48	3	1	1	NUM
cet-3944	48	4	2n	2n	NUM
cet-3944	48	5	∑	∑	PUNCT
cet-3944	48	6	(	(	PUNCT
cet-3944	48	7	tp	tp	ADP
cet-3944	48	8	−	−	PROPN
cet-3944	48	9	yp	yp	PROPN
cet-3944	48	10	)	)	PUNCT
cet-3944	48	11	2n	2n	NUM
cet-3944	48	12	p=1	p=1	X
cet-3944	49	1	p	p	X
cet-3944	49	2	=	=	SYM
cet-3944	49	3	1,2	1,2	NUM
cet-3944	49	4	,	,	PUNCT
cet-3944	49	5	…	…	PUNCT
cet-3944	49	6	,	,	PUNCT
cet-3944	49	7	n.	n.	NOUN
cet-3944	49	8	(	(	PUNCT
cet-3944	49	9	4	4	NUM
cet-3944	49	10	)	)	PUNCT
cet-3944	49	11	where	where	SCONJ
cet-3944	49	12	p	p	NOUN
cet-3944	49	13	is	be	AUX
cet-3944	49	14	the	the	DET
cet-3944	49	15	number	number	NOUN
cet-3944	49	16	of	of	ADP
cet-3944	49	17	the	the	DET
cet-3944	49	18	total	total	ADJ
cet-3944	49	19	training	training	NOUN
cet-3944	49	20	samples	sample	NOUN
cet-3944	50	1	,	,	PUNCT
cet-3944	50	2	yp	yp	PROPN
cet-3944	50	3	is	be	AUX
cet-3944	50	4	the	the	DET
cet-3944	50	5	the	the	DET
cet-3944	50	6	actual	actual	ADJ
cet-3944	50	7	outputs	output	NOUN
cet-3944	50	8	of	of	ADP
cet-3944	50	9	the	the	DET
cet-3944	50	10	network	network	NOUN
cet-3944	50	11	and	and	CCONJ
cet-3944	50	12	tp	tp	NOUN
cet-3944	50	13	is	be	AUX
cet-3944	50	14	the	the	DET
cet-3944	50	15	target	target	NOUN
cet-3944	50	16	outputs	output	NOUN
cet-3944	50	17	when	when	SCONJ
cet-3944	50	18	the	the	DET
cet-3944	50	19	total	total	ADJ
cet-3944	50	20	training	training	NOUN
cet-3944	50	21	sample	sample	NOUN
cet-3944	50	22	is	be	AUX
cet-3944	50	23	used	use	VERB
cet-3944	50	24	for	for	ADP
cet-3944	50	25	training	training	NOUN
cet-3944	50	26	(	(	PUNCT
cet-3944	50	27	laha	laha	PROPN
cet-3944	50	28	et	et	PROPN
cet-3944	50	29	al	al	PROPN
cet-3944	50	30	.	.	PROPN
cet-3944	50	31	2015	2015	NUM
cet-3944	50	32	)	)	PUNCT
cet-3944	50	33	.	.	PUNCT
cet-3944	51	1	during	during	ADP
cet-3944	51	2	the	the	DET
cet-3944	51	3	learning	learning	NOUN
cet-3944	51	4	process	process	NOUN
cet-3944	51	5	,	,	PUNCT
cet-3944	51	6	the	the	DET
cet-3944	51	7	weight	weight	NOUN
cet-3944	51	8	of	of	ADP
cet-3944	51	9	the	the	DET
cet-3944	51	10	network	network	NOUN
cet-3944	51	11	is	be	AUX
cet-3944	51	12	modified	modify	VERB
cet-3944	51	13	by	by	ADP
cet-3944	51	14	calculating	calculate	VERB
cet-3944	51	15	the	the	DET
cet-3944	51	16	errors	error	NOUN
cet-3944	51	17	of	of	ADP
cet-3944	51	18	each	each	DET
cet-3944	51	19	layer	layer	NOUN
cet-3944	51	20	according	accord	VERB
cet-3944	51	21	to	to	ADP
cet-3944	51	22	the	the	DET
cet-3944	51	23	total	total	ADJ
cet-3944	51	24	errors	error	NOUN
cet-3944	51	25	.	.	PUNCT
cet-3944	52	1	by	by	ADP
cet-3944	52	2	training	training	NOUN
cet-3944	52	3	,	,	PUNCT
cet-3944	52	4	the	the	DET
cet-3944	52	5	relationships	relationship	NOUN
cet-3944	52	6	of	of	ADP
cet-3944	52	7	the	the	DET
cet-3944	52	8	inputs	input	NOUN
cet-3944	52	9	and	and	CCONJ
cet-3944	52	10	outputs	output	NOUN
cet-3944	52	11	is	be	AUX
cet-3944	52	12	generalized	generalize	VERB
cet-3944	52	13	so	so	SCONJ
cet-3944	52	14	that	that	SCONJ
cet-3944	52	15	it	it	PRON
cet-3944	52	16	can	can	AUX
cet-3944	52	17	make	make	VERB
cet-3944	52	18	reliable	reliable	ADJ
cet-3944	52	19	estimates	estimate	NOUN
cet-3944	52	20	for	for	ADP
cet-3944	52	21	data	datum	NOUN
cet-3944	52	22	to	to	PART
cet-3944	52	23	which	which	PRON
cet-3944	52	24	it	it	PRON
cet-3944	52	25	has	have	AUX
cet-3944	52	26	not	not	PART
cet-3944	52	27	been	be	AUX
cet-3944	52	28	exposed	expose	VERB
cet-3944	52	29	.	.	PUNCT
cet-3944	53	1	the	the	DET
cet-3944	53	2	bp	bp	PROPN
cet-3944	53	3	algorithm	algorithm	PROPN
cet-3944	53	4	is	be	AUX
cet-3944	53	5	effective	effective	ADJ
cet-3944	53	6	and	and	CCONJ
cet-3944	53	7	has	have	VERB
cet-3944	53	8	great	great	ADJ
cet-3944	53	9	nonlinear	nonlinear	ADJ
cet-3944	53	10	mapping	mapping	NOUN
cet-3944	53	11	capability	capability	NOUN
cet-3944	53	12	(	(	PUNCT
cet-3944	53	13	liu	liu	PROPN
cet-3944	53	14	et	et	PROPN
cet-3944	53	15	al	al	PROPN
cet-3944	53	16	.	.	PROPN
cet-3944	53	17	2015	2015	NUM
cet-3944	53	18	;	;	PUNCT
cet-3944	53	19	ge	ge	PROPN
cet-3944	53	20	et	et	PROPN
cet-3944	53	21	al	al	PROPN
cet-3944	53	22	.	.	PROPN
cet-3944	53	23	2015	2015	NUM
cet-3944	53	24	;	;	PUNCT
cet-3944	53	25	ma	ma	PROPN
cet-3944	53	26	et	et	PROPN
cet-3944	53	27	al	al	PROPN
cet-3944	53	28	.	.	PROPN
cet-3944	53	29	2012	2012	NUM
cet-3944	53	30	)	)	PUNCT
cet-3944	53	31	.	.	PUNCT
cet-3944	54	1	but	but	CCONJ
cet-3944	54	2	the	the	DET
cet-3944	54	3	weights	weight	NOUN
cet-3944	54	4	and	and	CCONJ
cet-3944	54	5	thresholds	threshold	NOUN
cet-3944	54	6	of	of	ADP
cet-3944	54	7	the	the	DET
cet-3944	54	8	bp	bp	PROPN
cet-3944	54	9	neural	neural	ADJ
cet-3944	54	10	network	network	NOUN
cet-3944	54	11	is	be	AUX
cet-3944	54	12	easily	easily	ADV
cet-3944	54	13	run	run	VERB
cet-3944	54	14	into	into	ADP
cet-3944	54	15	the	the	DET
cet-3944	54	16	local	local	ADJ
cet-3944	54	17	minimum	minimum	NOUN
cet-3944	54	18	.	.	PUNCT
cet-3944	55	1	to	to	PART
cet-3944	55	2	overcome	overcome	VERB
cet-3944	55	3	this	this	DET
cet-3944	55	4	disadvantage	disadvantage	NOUN
cet-3944	55	5	,	,	PUNCT
cet-3944	55	6	the	the	DET
cet-3944	55	7	paper	paper	NOUN
cet-3944	55	8	applies	apply	VERB
cet-3944	55	9	pso	pso	NOUN
cet-3944	55	10	to	to	PART
cet-3944	55	11	improve	improve	VERB
cet-3944	55	12	effectively	effectively	ADV
cet-3944	55	13	the	the	DET
cet-3944	55	14	short	short	ADV
cet-3944	55	15	-	-	PUNCT
cet-3944	55	16	coming	coming	NOUN
cet-3944	55	17	.	.	PUNCT
cet-3944	56	1	a	a	DET
cet-3944	56	2	considerable	considerable	ADJ
cet-3944	56	3	group	group	NOUN
cet-3944	56	4	of	of	ADP
cet-3944	56	5	authors	author	NOUN
cet-3944	56	6	have	have	AUX
cet-3944	56	7	used	use	VERB
cet-3944	56	8	bp	bp	PROPN
cet-3944	56	9	-	-	PUNCT
cet-3944	56	10	pso	pso	NOUN
cet-3944	56	11	methodologies	methodology	NOUN
cet-3944	56	12	in	in	ADP
cet-3944	56	13	a	a	DET
cet-3944	56	14	wide	wide	ADJ
cet-3944	56	15	variety	variety	NOUN
cet-3944	56	16	of	of	ADP
cet-3944	56	17	fields	field	NOUN
cet-3944	56	18	in	in	ADP
cet-3944	56	19	(	(	PUNCT
cet-3944	56	20	liu	liu	PROPN
cet-3944	56	21	&	&	CCONJ
cet-3944	56	22	yang	yang	PROPN
cet-3944	56	23	2015	2015	NUM
cet-3944	56	24	;	;	PUNCT
cet-3944	56	25	li	li	PROPN
cet-3944	56	26	et	et	PROPN
cet-3944	56	27	al	al	PROPN
cet-3944	56	28	.	.	PROPN
cet-3944	56	29	2014	2014	NUM
cet-3944	56	30	;	;	PUNCT
cet-3944	56	31	yu	yu	PROPN
cet-3944	56	32	et	et	PROPN
cet-3944	56	33	al	al	PROPN
cet-3944	56	34	.	.	PROPN
cet-3944	56	35	2011	2011	NUM
cet-3944	56	36	)	)	PUNCT
cet-3944	56	37	.	.	PUNCT
cet-3944	57	1	3.2	3.2	NUM
cet-3944	57	2	particle	particle	NOUN
cet-3944	57	3	swarm	swarm	NOUN
cet-3944	57	4	optimization	optimization	NOUN
cet-3944	57	5	the	the	DET
cet-3944	57	6	pso	pso	NOUN
cet-3944	57	7	algorithm	algorithm	NOUN
cet-3944	57	8	proposed	propose	VERB
cet-3944	57	9	by	by	ADP
cet-3944	57	10	james	james	PROPN
cet-3944	57	11	kennedy	kennedy	PROPN
cet-3944	57	12	and	and	CCONJ
cet-3944	57	13	russell	russell	PROPN
cet-3944	57	14	eberhart	eberhart	PROPN
cet-3944	57	15	is	be	AUX
cet-3944	57	16	an	an	DET
cet-3944	57	17	evolutionary	evolutionary	ADJ
cet-3944	57	18	computation	computation	NOUN
cet-3944	57	19	technique	technique	NOUN
cet-3944	57	20	based	base	VERB
cet-3944	57	21	on	on	ADP
cet-3944	57	22	the	the	DET
cet-3944	57	23	swarm	swarm	NOUN
cet-3944	57	24	intelligence	intelligence	NOUN
cet-3944	57	25	theory	theory	NOUN
cet-3944	57	26	,	,	PUNCT
cet-3944	57	27	which	which	PRON
cet-3944	57	28	graphically	graphically	ADV
cet-3944	57	29	simulate	simulate	VERB
cet-3944	57	30	the	the	DET
cet-3944	57	31	foraging	forage	VERB
cet-3944	57	32	behavior	behavior	NOUN
cet-3944	57	33	of	of	ADP
cet-3944	57	34	a	a	DET
cet-3944	57	35	flock	flock	NOUN
cet-3944	57	36	of	of	ADP
cet-3944	57	37	birds	bird	NOUN
cet-3944	57	38	.	.	PUNCT
cet-3944	58	1	in	in	ADP
cet-3944	58	2	the	the	DET
cet-3944	58	3	pso	pso	NOUN
cet-3944	58	4	algorithm	algorithm	NOUN
cet-3944	58	5	the	the	DET
cet-3944	58	6	space	space	NOUN
cet-3944	58	7	of	of	ADP
cet-3944	58	8	the	the	DET
cet-3944	58	9	solution	solution	NOUN
cet-3944	58	10	to	to	ADP
cet-3944	58	11	the	the	DET
cet-3944	58	12	optimization	optimization	NOUN
cet-3944	58	13	problem	problem	NOUN
cet-3944	58	14	is	be	AUX
cet-3944	58	15	viewed	view	VERB
cet-3944	58	16	as	as	ADP
cet-3944	58	17	the	the	DET
cet-3944	58	18	foraging	forage	VERB
cet-3944	58	19	area	area	NOUN
cet-3944	58	20	of	of	ADP
cet-3944	58	21	the	the	DET
cet-3944	58	22	bird	bird	NOUN
cet-3944	58	23	.	.	PUNCT
cet-3944	59	1	the	the	DET
cet-3944	59	2	flock	flock	NOUN
cet-3944	59	3	is	be	AUX
cet-3944	59	4	referred	refer	VERB
cet-3944	59	5	to	to	ADP
cet-3944	59	6	as	as	ADP
cet-3944	59	7	a	a	DET
cet-3944	59	8	swarm	swarm	NOUN
cet-3944	59	9	,	,	PUNCT
cet-3944	59	10	the	the	DET
cet-3944	59	11	foraging	forage	VERB
cet-3944	59	12	area	area	NOUN
cet-3944	59	13	is	be	AUX
cet-3944	59	14	referred	refer	VERB
cet-3944	59	15	to	to	ADP
cet-3944	59	16	as	as	ADP
cet-3944	59	17	the	the	DET
cet-3944	59	18	searching	searching	NOUN
cet-3944	59	19	space	space	NOUN
cet-3944	59	20	,	,	PUNCT
cet-3944	59	21	and	and	CCONJ
cet-3944	59	22	the	the	DET
cet-3944	59	23	bird	bird	NOUN
cet-3944	59	24	is	be	AUX
cet-3944	59	25	referred	refer	VERB
cet-3944	59	26	to	to	ADP
cet-3944	59	27	as	as	ADP
cet-3944	59	28	a	a	DET
cet-3944	59	29	particle	particle	NOUN
cet-3944	59	30	to	to	PART
cet-3944	59	31	represent	represent	VERB
cet-3944	59	32	a	a	DET
cet-3944	59	33	candidate	candidate	NOUN
cet-3944	59	34	solution	solution	NOUN
cet-3944	59	35	to	to	ADP
cet-3944	59	36	the	the	DET
cet-3944	59	37	problem	problem	NOUN
cet-3944	59	38	.	.	PUNCT
cet-3944	60	1	the	the	DET
cet-3944	60	2	performance	performance	NOUN
cet-3944	60	3	of	of	ADP
cet-3944	60	4	each	each	DET
cet-3944	60	5	particle	particle	NOUN
cet-3944	60	6	is	be	AUX
cet-3944	60	7	evaluated	evaluate	VERB
cet-3944	60	8	using	use	VERB
cet-3944	60	9	a	a	DET
cet-3944	60	10	predetermined	predetermined	ADJ
cet-3944	60	11	fitness	fitness	NOUN
cet-3944	60	12	,	,	PUNCT
cet-3944	60	13	which	which	PRON
cet-3944	60	14	encapsulates	encapsulate	VERB
cet-3944	60	15	the	the	DET
cet-3944	60	16	characteristics	characteristic	NOUN
cet-3944	60	17	of	of	ADP
cet-3944	60	18	the	the	DET
cet-3944	60	19	optimization	optimization	NOUN
cet-3944	60	20	problem	problem	NOUN
cet-3944	60	21	.	.	PUNCT
cet-3944	61	1	in	in	ADP
cet-3944	61	2	the	the	DET
cet-3944	61	3	process	process	NOUN
cet-3944	61	4	,	,	PUNCT
cet-3944	61	5	the	the	DET
cet-3944	61	6	location	location	NOUN
cet-3944	61	7	and	and	CCONJ
cet-3944	61	8	velocity	velocity	NOUN
cet-3944	61	9	of	of	ADP
cet-3944	61	10	the	the	DET
cet-3944	61	11	particle	particle	NOUN
cet-3944	61	12	will	will	AUX
cet-3944	61	13	be	be	AUX
cet-3944	61	14	dynamically	dynamically	ADV
cet-3944	61	15	updated	update	VERB
cet-3944	61	16	according	accord	VERB
cet-3944	61	17	to	to	ADP
cet-3944	61	18	its	its	PRON
cet-3944	61	19	own	own	ADJ
cet-3944	61	20	flying	flying	NOUN
cet-3944	61	21	experience	experience	NOUN
cet-3944	61	22	and	and	CCONJ
cet-3944	61	23	that	that	PRON
cet-3944	61	24	of	of	ADP
cet-3944	61	25	neighboring	neighboring	NOUN
cet-3944	61	26	particles	particle	NOUN
cet-3944	61	27	.	.	PUNCT
cet-3944	62	1	the	the	DET
cet-3944	62	2	best	good	ADJ
cet-3944	62	3	position	position	NOUN
cet-3944	62	4	obtained	obtain	VERB
cet-3944	62	5	is	be	AUX
cet-3944	62	6	the	the	DET
cet-3944	62	7	optimal	optimal	ADJ
cet-3944	62	8	solution	solution	NOUN
cet-3944	62	9	to	to	ADP
cet-3944	62	10	the	the	DET
cet-3944	62	11	problem	problem	NOUN
cet-3944	62	12	through	through	ADP
cet-3944	62	13	the	the	DET
cet-3944	62	14	cooperation	cooperation	NOUN
cet-3944	62	15	among	among	ADP
cet-3944	62	16	particles	particle	NOUN
cet-3944	62	17	in	in	ADP
cet-3944	62	18	group	group	NOUN
cet-3944	62	19	.	.	PUNCT
cet-3944	63	1	it	it	PRON
cet-3944	63	2	is	be	AUX
cet-3944	63	3	assumed	assume	VERB
cet-3944	63	4	that	that	SCONJ
cet-3944	63	5	there	there	PRON
cet-3944	63	6	is	be	VERB
cet-3944	63	7	a	a	DET
cet-3944	63	8	d	d	ADJ
cet-3944	63	9	-	-	ADJ
cet-3944	63	10	dimensional	dimensional	ADJ
cet-3944	63	11	searching	searching	NOUN
cet-3944	63	12	space	space	NOUN
cet-3944	63	13	and	and	CCONJ
cet-3944	63	14	the	the	DET
cet-3944	63	15	number	number	NOUN
cet-3944	63	16	in	in	ADP
cet-3944	63	17	the	the	DET
cet-3944	63	18	swarm	swarm	NOUN
cet-3944	63	19	is	be	AUX
cet-3944	63	20	n.	n.	NOUN
cet-3944	63	21	suppose	suppose	VERB
cet-3944	63	22	that	that	SCONJ
cet-3944	63	23	the	the	DET
cet-3944	63	24	current	current	ADJ
cet-3944	63	25	best	good	ADJ
cet-3944	63	26	previous	previous	ADJ
cet-3944	63	27	position	position	NOUN
cet-3944	63	28	of	of	ADP
cet-3944	63	29	the	the	DET
cet-3944	63	30	ith	ith	PROPN
cet-3944	63	31	particle	particle	NOUN
cet-3944	63	32	is	be	AUX
cet-3944	63	33	referred	refer	VERB
cet-3944	63	34	to	to	ADP
cet-3944	63	35	as	as	SCONJ
cet-3944	63	36	the	the	DET
cet-3944	63	37	individual	individual	ADJ
cet-3944	63	38	extreme	extreme	ADJ
cet-3944	63	39	point	point	NOUN
cet-3944	63	40	and	and	CCONJ
cet-3944	63	41	the	the	DET
cet-3944	63	42	current	current	ADJ
cet-3944	63	43	best	good	ADJ
cet-3944	63	44	global	global	ADJ
cet-3944	63	45	position	position	NOUN
cet-3944	63	46	of	of	ADP
cet-3944	63	47	the	the	DET
cet-3944	63	48	whole	whole	ADJ
cet-3944	63	49	group	group	NOUN
cet-3944	63	50	is	be	AUX
cet-3944	63	51	the	the	DET
cet-3944	63	52	global	global	ADJ
cet-3944	63	53	extreme	extreme	ADJ
cet-3944	63	54	point	point	NOUN
cet-3944	63	55	.	.	PUNCT
cet-3944	64	1	the	the	DET
cet-3944	64	2	basic	basic	ADJ
cet-3944	64	3	parameters	parameter	NOUN
cet-3944	64	4	of	of	ADP
cet-3944	64	5	pso	pso	NOUN
cet-3944	64	6	algorithm	algorithm	NOUN
cet-3944	64	7	are	be	AUX
cet-3944	64	8	as	as	SCONJ
cet-3944	64	9	follows	follow	VERB
cet-3944	64	10	:	:	PUNCT
cet-3944	64	11	the	the	DET
cet-3944	64	12	swarm	swarm	NOUN
cet-3944	64	13	composed	compose	VERB
cet-3944	64	14	of	of	ADP
cet-3944	64	15	n	n	DET
cet-3944	64	16	particles	particle	NOUN
cet-3944	64	17	:	:	PUNCT
cet-3944	64	18	x	x	SYM
cet-3944	64	19	=	=	SYM
cet-3944	64	20	(	(	PUNCT
cet-3944	64	21	x1	x1	PROPN
cet-3944	64	22	,	,	PUNCT
cet-3944	64	23	x2	x2	PROPN
cet-3944	64	24	,	,	PUNCT
cet-3944	64	25	x3	x3	ADJ
cet-3944	64	26	,	,	PUNCT
cet-3944	64	27	…	…	PUNCT
cet-3944	64	28	xn	xn	X
cet-3944	64	29	)	)	PUNCT
cet-3944	64	30	(	(	PUNCT
cet-3944	64	31	5	5	X
cet-3944	64	32	)	)	PUNCT
cet-3944	64	33	the	the	DET
cet-3944	64	34	ith	ith	PROPN
cet-3944	64	35	particle	particle	NOUN
cet-3944	64	36	of	of	ADP
cet-3944	64	37	d	d	PROPN
cet-3944	64	38	dimension	dimension	NOUN
cet-3944	64	39	vector	vector	NOUN
cet-3944	64	40	:	:	PUNCT
cet-3944	64	41	xi	xi	X
cet-3944	64	42	=	=	SYM
cet-3944	64	43	(	(	PUNCT
cet-3944	64	44	xi1	xi1	PROPN
cet-3944	64	45	,	,	PUNCT
cet-3944	64	46	xi2	xi2	PROPN
cet-3944	64	47	,	,	PUNCT
cet-3944	64	48	xi3	xi3	PROPN
cet-3944	64	49	,	,	PUNCT
cet-3944	64	50	…	…	PUNCT
cet-3944	64	51	xid)t	xid)t	PROPN
cet-3944	64	52	;	;	PUNCT
cet-3944	64	53	(	(	PUNCT
cet-3944	64	54	6	6	X
cet-3944	64	55	)	)	PUNCT
cet-3944	64	56	the	the	DET
cet-3944	64	57	velocity	velocity	NOUN
cet-3944	64	58	of	of	ADP
cet-3944	64	59	the	the	DET
cet-3944	64	60	ith	ith	PROPN
cet-3944	64	61	particle	particle	NOUN
cet-3944	64	62	:	:	PUNCT
cet-3944	64	63	vi	vi	NOUN
cet-3944	64	64	=	=	SYM
cet-3944	64	65	(	(	PUNCT
cet-3944	64	66	vi1	vi1	PROPN
cet-3944	64	67	,	,	PUNCT
cet-3944	64	68	vi2	vi2	INTJ
cet-3944	64	69	,	,	PUNCT
cet-3944	64	70	vi3	vi3	VERB
cet-3944	64	71	,	,	PUNCT
cet-3944	64	72	…	…	PUNCT
cet-3944	64	73	vid)t	vid)t	PROPN
cet-3944	64	74	;	;	PUNCT
cet-3944	64	75	(	(	PUNCT
cet-3944	64	76	7	7	X
cet-3944	64	77	)	)	PUNCT
cet-3944	64	78	the	the	DET
cet-3944	64	79	individual	individual	ADJ
cet-3944	64	80	extreme	extreme	ADJ
cet-3944	64	81	point	point	NOUN
cet-3944	64	82	:	:	PUNCT
cet-3944	64	83	pi	pi	NOUN
cet-3944	64	84	=	=	SYM
cet-3944	64	85	(	(	PUNCT
cet-3944	64	86	pi1	pi1	PROPN
cet-3944	64	87	,	,	PUNCT
cet-3944	64	88	pi2	pi2	PROPN
cet-3944	64	89	,	,	PUNCT
cet-3944	64	90	pi3	pi3	NOUN
cet-3944	64	91	,	,	PUNCT
cet-3944	64	92	…	…	PUNCT
cet-3944	64	93	pid)t	pid)t	PROPN
cet-3944	64	94	;	;	PUNCT
cet-3944	64	95	(	(	PUNCT
cet-3944	64	96	8)	8)	NUM
cet-3944	64	97	the	the	DET
cet-3944	64	98	global	global	ADJ
cet-3944	64	99	extreme	extreme	ADJ
cet-3944	64	100	point	point	NOUN
cet-3944	64	101	:	:	PUNCT
cet-3944	64	102	pg	pg	PROPN
cet-3944	64	103	=	=	SYM
cet-3944	64	104	(	(	PUNCT
cet-3944	64	105	pg1	pg1	PROPN
cet-3944	64	106	,	,	PUNCT
cet-3944	64	107	pg2	pg2	NOUN
cet-3944	64	108	,	,	PUNCT
cet-3944	64	109	pg3	pg3	NOUN
cet-3944	64	110	,	,	PUNCT
cet-3944	64	111	…	…	PUNCT
cet-3944	64	112	pgd	pgd	PROPN
cet-3944	64	113	)	)	PUNCT
cet-3944	64	114	t	t	PROPN
cet-3944	64	115	;	;	PUNCT
cet-3944	64	116	(	(	PUNCT
cet-3944	64	117	9	9	X
cet-3944	64	118	)	)	PUNCT
cet-3944	64	119	the	the	DET
cet-3944	64	120	states	state	NOUN
cet-3944	64	121	of	of	ADP
cet-3944	64	122	the	the	DET
cet-3944	64	123	particles	particle	NOUN
cet-3944	64	124	are	be	AUX
cet-3944	64	125	updated	update	VERB
cet-3944	64	126	according	accord	VERB
cet-3944	64	127	to	to	ADP
cet-3944	64	128	the	the	DET
cet-3944	64	129	following	following	ADJ
cet-3944	64	130	equations	equation	NOUN
cet-3944	64	131	:	:	PUNCT
cet-3944	64	132	477	477	NUM
cet-3944	64	133	𝑉𝑖.𝑗(𝑡	𝑉𝑖.𝑗(𝑡	NOUN
cet-3944	64	134	+	+	CCONJ
cet-3944	64	135	1	1	X
cet-3944	64	136	)	)	PUNCT
cet-3944	64	137	=	=	SYM
cet-3944	64	138	𝑉𝑖.𝑗(𝑡	𝑉𝑖.𝑗(𝑡	NOUN
cet-3944	64	139	)	)	PUNCT
cet-3944	65	1	+	+	CCONJ
cet-3944	65	2	𝑐1𝑟1[𝑝𝑖.𝑗	𝑐1𝑟1[𝑝𝑖.𝑗	NOUN
cet-3944	65	3	−	−	PROPN
cet-3944	65	4	𝑥𝑖.𝑗(𝑡	𝑥𝑖.𝑗(𝑡	NOUN
cet-3944	65	5	)	)	PUNCT
cet-3944	65	6	]	]	PUNCT
cet-3944	66	1	+	+	CCONJ
cet-3944	66	2	𝑐2𝑟2[𝑝𝑔.𝑗	𝑐2𝑟2[𝑝𝑔.𝑗	ADJ
cet-3944	66	3	−	−	PROPN
cet-3944	66	4	𝑥𝑖.𝑗(𝑡	𝑥𝑖.𝑗(𝑡	NOUN
cet-3944	66	5	)	)	PUNCT
cet-3944	66	6	]	]	PUNCT
cet-3944	67	1	𝑗	𝑗	X
cet-3944	67	2	=	=	SYM
cet-3944	67	3	1	1	NUM
cet-3944	67	4	,	,	PUNCT
cet-3944	67	5	…	…	PUNCT
cet-3944	67	6	,	,	PUNCT
cet-3944	67	7	𝐷.	𝐷.	PROPN
cet-3944	67	8	(	(	PUNCT
cet-3944	67	9	10	10	NUM
cet-3944	67	10	)	)	PUNCT
cet-3944	67	11	𝑥𝑖.𝑗(𝑡	𝑥𝑖.𝑗(𝑡	NOUN
cet-3944	67	12	+	+	CCONJ
cet-3944	67	13	1	1	X
cet-3944	67	14	)	)	PUNCT
cet-3944	67	15	=	=	SYM
cet-3944	67	16	𝑥𝑖.𝑗(𝑡	𝑥𝑖.𝑗(𝑡	NOUN
cet-3944	67	17	)	)	PUNCT
cet-3944	68	1	+	+	CCONJ
cet-3944	68	2	𝑥𝑖.𝑗(𝑡	𝑥𝑖.𝑗(𝑡	NOUN
cet-3944	68	3	+	+	CCONJ
cet-3944	68	4	1	1	X
cet-3944	68	5	)	)	PUNCT
cet-3944	68	6	𝑗	𝑗	NOUN
cet-3944	68	7	=	=	SYM
cet-3944	68	8	1	1	NUM
cet-3944	68	9	,	,	PUNCT
cet-3944	68	10	…	…	PUNCT
cet-3944	68	11	,	,	PUNCT
cet-3944	68	12	𝐷.	𝐷.	PROPN
cet-3944	68	13	(	(	PUNCT
cet-3944	68	14	11	11	NUM
cet-3944	68	15	)	)	PUNCT
cet-3944	68	16	where	where	SCONJ
cet-3944	68	17	i=1,2,3,	i=1,2,3,	NOUN
cet-3944	68	18	…	…	SYM
cet-3944	68	19	,n	,n	NOUN
cet-3944	68	20	,	,	PUNCT
cet-3944	68	21	j=1,2,3,	j=1,2,3,	NOUN
cet-3944	68	22	…	…	X
cet-3944	68	23	,d	,d	NUM
cet-3944	68	24	.	.	PUNCT
cet-3944	68	25	t	t	PROPN
cet-3944	68	26	represents	represent	VERB
cet-3944	68	27	iteration	iteration	NOUN
cet-3944	68	28	times	time	NOUN
cet-3944	68	29	.	.	PUNCT
cet-3944	69	1	𝑟1	𝑟1	NOUN
cet-3944	69	2	and	and	CCONJ
cet-3944	69	3	𝑟2	𝑟2	NOUN
cet-3944	69	4	are	be	AUX
cet-3944	69	5	uniformly	uniformly	ADV
cet-3944	69	6	distributed	distribute	VERB
cet-3944	69	7	stochastic	stochastic	ADJ
cet-3944	69	8	numbers	number	NOUN
cet-3944	69	9	in	in	ADP
cet-3944	69	10	the	the	DET
cet-3944	69	11	interval	interval	NOUN
cet-3944	69	12	[	[	X
cet-3944	69	13	0,1	0,1	NUM
cet-3944	69	14	]	]	PUNCT
cet-3944	69	15	.	.	PUNCT
cet-3944	70	1	𝑐1	𝑐1	NOUN
cet-3944	70	2	and	and	CCONJ
cet-3944	70	3	𝑐2	𝑐2	NOUN
cet-3944	70	4	are	be	AUX
cet-3944	70	5	learning	learn	VERB
cet-3944	70	6	factors	factor	NOUN
cet-3944	70	7	,	,	PUNCT
cet-3944	70	8	also	also	ADV
cet-3944	70	9	named	name	VERB
cet-3944	70	10	accelerated	accelerated	ADJ
cet-3944	70	11	coefficients	coefficient	NOUN
cet-3944	70	12	.	.	PUNCT
cet-3944	71	1	when	when	SCONJ
cet-3944	71	2	𝑐1	𝑐1	NOUN
cet-3944	71	3	is	be	AUX
cet-3944	71	4	larger	large	ADJ
cet-3944	71	5	it	it	PRON
cet-3944	71	6	is	be	AUX
cet-3944	71	7	beneficial	beneficial	ADJ
cet-3944	71	8	for	for	ADP
cet-3944	71	9	the	the	DET
cet-3944	71	10	global	global	ADJ
cet-3944	71	11	search	search	NOUN
cet-3944	71	12	,	,	PUNCT
cet-3944	71	13	and	and	CCONJ
cet-3944	71	14	when	when	SCONJ
cet-3944	71	15	𝑐2	𝑐2	NOUN
cet-3944	71	16	is	be	AUX
cet-3944	71	17	larger	large	ADJ
cet-3944	71	18	it	it	PRON
cet-3944	71	19	is	be	AUX
cet-3944	71	20	beneficial	beneficial	ADJ
cet-3944	71	21	for	for	ADP
cet-3944	71	22	the	the	DET
cet-3944	71	23	local	local	ADJ
cet-3944	71	24	search	search	NOUN
cet-3944	71	25	.	.	PUNCT
cet-3944	72	1	to	to	PART
cet-3944	72	2	improve	improve	VERB
cet-3944	72	3	the	the	DET
cet-3944	72	4	convergence	convergence	NOUN
cet-3944	72	5	performance	performance	NOUN
cet-3944	72	6	and	and	CCONJ
cet-3944	72	7	balance	balance	VERB
cet-3944	72	8	the	the	DET
cet-3944	72	9	ability	ability	NOUN
cet-3944	72	10	of	of	ADP
cet-3944	72	11	the	the	DET
cet-3944	72	12	pso	pso	NOUN
cet-3944	72	13	in	in	ADP
cet-3944	72	14	both	both	CCONJ
cet-3944	72	15	global	global	ADJ
cet-3944	72	16	and	and	CCONJ
cet-3944	72	17	local	local	ADJ
cet-3944	72	18	searches	search	NOUN
cet-3944	72	19	,	,	PUNCT
cet-3944	72	20	the	the	DET
cet-3944	72	21	contraction	contraction	NOUN
cet-3944	72	22	factor	factor	NOUN
cet-3944	72	23	φ	φ	PROPN
cet-3944	72	24	is	be	AUX
cet-3944	72	25	introduced	introduce	VERB
cet-3944	72	26	to	to	ADP
cet-3944	72	27	the	the	DET
cet-3944	72	28	basic	basic	ADJ
cet-3944	72	29	pso	pso	NOUN
cet-3944	72	30	as	as	ADV
cet-3944	72	31	defined	define	VERB
cet-3944	72	32	as	as	SCONJ
cet-3944	72	33	follows	follow	VERB
cet-3944	72	34	:	:	PUNCT
cet-3944	72	35	𝑉𝑖.𝑗	𝑉𝑖.𝑗	PROPN
cet-3944	72	36	=	=	SYM
cet-3944	72	37	𝜑𝑣𝑖.𝑗(𝑡	𝜑𝑣𝑖.𝑗(𝑡	PROPN
cet-3944	72	38	)	)	PUNCT
cet-3944	73	1	+	+	CCONJ
cet-3944	73	2	𝑐1𝑟1[𝑝𝑖.𝑗	𝑐1𝑟1[𝑝𝑖.𝑗	NOUN
cet-3944	73	3	−	−	PROPN
cet-3944	73	4	𝑥𝑖.𝑗(𝑡	𝑥𝑖.𝑗(𝑡	NOUN
cet-3944	73	5	)	)	PUNCT
cet-3944	73	6	]	]	PUNCT
cet-3944	74	1	+	+	CCONJ
cet-3944	74	2	𝑐2𝑟2[𝑝𝑔.𝑗	𝑐2𝑟2[𝑝𝑔.𝑗	ADJ
cet-3944	74	3	−	−	PROPN
cet-3944	74	4	𝑥𝑖.𝑗(𝑡	𝑥𝑖.𝑗(𝑡	NOUN
cet-3944	74	5	)	)	PUNCT
cet-3944	74	6	]	]	PUNCT
cet-3944	74	7	(	(	PUNCT
cet-3944	74	8	12	12	NUM
cet-3944	74	9	)	)	PUNCT
cet-3944	74	10	φ	φ	NOUN
cet-3944	74	11	=	=	SYM
cet-3944	74	12	2	2	NUM
cet-3944	74	13	|2−𝐶−√𝐶2−4𝐶|	|2−𝐶−√𝐶2−4𝐶|	NOUN
cet-3944	74	14	,	,	PUNCT
cet-3944	74	15	c	c	NOUN
cet-3944	74	16	=	=	SYM
cet-3944	75	1	𝑐1	𝑐1	NOUN
cet-3944	75	2	+	+	CCONJ
cet-3944	75	3	𝑐2	𝑐2	NOUN
cet-3944	75	4	,	,	PUNCT
cet-3944	75	5	and	and	CCONJ
cet-3944	75	6	c	c	X
cet-3944	75	7	>	>	X
cet-3944	75	8	4	4	NUM
cet-3944	75	9	(	(	PUNCT
cet-3944	75	10	13	13	NUM
cet-3944	75	11	)	)	PUNCT
cet-3944	75	12	3.3	3.3	NUM
cet-3944	75	13	improved	improve	VERB
cet-3944	75	14	pso	pso	NOUN
cet-3944	75	15	-	-	PUNCT
cet-3944	75	16	bp	bp	PROPN
cet-3944	75	17	optimization	optimization	NOUN
cet-3944	75	18	algorithm	algorithm	NOUN
cet-3944	75	19	the	the	DET
cet-3944	75	20	above	above	ADP
cet-3944	75	21	analysis	analysis	NOUN
cet-3944	75	22	yields	yield	VERB
cet-3944	75	23	the	the	DET
cet-3944	75	24	following	follow	VERB
cet-3944	75	25	conclusion	conclusion	NOUN
cet-3944	75	26	.	.	PUNCT
cet-3944	76	1	while	while	SCONJ
cet-3944	76	2	the	the	DET
cet-3944	76	3	bpnn	bpnn	NOUN
cet-3944	76	4	is	be	AUX
cet-3944	76	5	a	a	DET
cet-3944	76	6	well	well	ADV
cet-3944	76	7	-	-	PUNCT
cet-3944	76	8	established	establish	VERB
cet-3944	76	9	and	and	CCONJ
cet-3944	76	10	effecitve	effecitve	ADJ
cet-3944	76	11	algorithm	algorithm	NOUN
cet-3944	76	12	,	,	PUNCT
cet-3944	76	13	there	there	PRON
cet-3944	76	14	are	be	VERB
cet-3944	76	15	some	some	DET
cet-3944	76	16	disadvantages	disadvantage	NOUN
cet-3944	76	17	associated	associate	VERB
cet-3944	76	18	with	with	ADP
cet-3944	76	19	it	it	PRON
cet-3944	76	20	;	;	PUNCT
cet-3944	76	21	namely	namely	ADV
cet-3944	76	22	being	be	AUX
cet-3944	76	23	slow	slow	ADJ
cet-3944	76	24	in	in	ADP
cet-3944	76	25	convergence	convergence	NOUN
cet-3944	76	26	speed	speed	NOUN
cet-3944	76	27	and	and	CCONJ
cet-3944	76	28	easily	easily	ADV
cet-3944	76	29	being	be	AUX
cet-3944	76	30	trapped	trap	VERB
cet-3944	76	31	in	in	ADP
cet-3944	76	32	the	the	DET
cet-3944	76	33	local	local	ADJ
cet-3944	76	34	minimum	minimum	NOUN
cet-3944	76	35	.	.	PUNCT
cet-3944	77	1	pso	pso	NOUN
cet-3944	77	2	can	can	AUX
cet-3944	77	3	be	be	AUX
cet-3944	77	4	a	a	DET
cet-3944	77	5	solution	solution	NOUN
cet-3944	77	6	to	to	ADP
cet-3944	77	7	this	this	DET
cet-3944	77	8	problem	problem	NOUN
cet-3944	77	9	which	which	PRON
cet-3944	77	10	is	be	AUX
cet-3944	77	11	a	a	DET
cet-3944	77	12	population	population	NOUN
cet-3944	77	13	optimization	optimization	NOUN
cet-3944	77	14	algorithm	algorithm	NOUN
cet-3944	77	15	and	and	CCONJ
cet-3944	77	16	has	have	VERB
cet-3944	77	17	strong	strong	ADJ
cet-3944	77	18	capability	capability	NOUN
cet-3944	77	19	for	for	ADP
cet-3944	77	20	global	global	ADJ
cet-3944	77	21	searching	searching	NOUN
cet-3944	77	22	.	.	PUNCT
cet-3944	78	1	moreover	moreover	ADV
cet-3944	78	2	,	,	PUNCT
cet-3944	78	3	the	the	DET
cet-3944	78	4	calculated	calculated	ADJ
cet-3944	78	5	strength	strength	NOUN
cet-3944	78	6	of	of	ADP
cet-3944	78	7	pso	pso	NOUN
cet-3944	78	8	is	be	AUX
cet-3944	78	9	relatively	relatively	ADV
cet-3944	78	10	small	small	ADJ
cet-3944	78	11	.	.	PUNCT
cet-3944	79	1	the	the	DET
cet-3944	79	2	pso	pso	NOUN
cet-3944	79	3	-	-	PUNCT
cet-3944	79	4	bp	bp	PROPN
cet-3944	79	5	,	,	PUNCT
cet-3944	79	6	a	a	DET
cet-3944	79	7	new	new	ADJ
cet-3944	79	8	computational	computational	ADJ
cet-3944	79	9	intelligence	intelligence	NOUN
cet-3944	79	10	method	method	NOUN
cet-3944	79	11	,	,	PUNCT
cet-3944	79	12	is	be	AUX
cet-3944	79	13	proposed	propose	VERB
cet-3944	79	14	by	by	ADP
cet-3944	79	15	combining	combine	VERB
cet-3944	79	16	the	the	DET
cet-3944	79	17	improved	improved	ADJ
cet-3944	79	18	pso	pso	NOUN
cet-3944	79	19	and	and	CCONJ
cet-3944	79	20	bp	bp	PROPN
cet-3944	79	21	.	.	PUNCT
cet-3944	80	1	pso	pso	NOUN
cet-3944	80	2	-	-	PUNCT
cet-3944	80	3	bp	bp	PROPN
cet-3944	80	4	applies	apply	VERB
cet-3944	80	5	the	the	DET
cet-3944	80	6	improved	improved	ADJ
cet-3944	80	7	pso	pso	NOUN
cet-3944	80	8	to	to	PART
cet-3944	80	9	optimize	optimize	VERB
cet-3944	80	10	the	the	DET
cet-3944	80	11	initial	initial	ADJ
cet-3944	80	12	weights	weight	NOUN
cet-3944	80	13	and	and	CCONJ
cet-3944	80	14	thresholds	threshold	NOUN
cet-3944	80	15	of	of	ADP
cet-3944	80	16	bp	bp	PROPN
cet-3944	80	17	neural	neural	ADJ
cet-3944	80	18	networks	network	NOUN
cet-3944	80	19	.	.	PUNCT
cet-3944	81	1	the	the	DET
cet-3944	81	2	detailed	detailed	ADJ
cet-3944	81	3	description	description	NOUN
cet-3944	81	4	of	of	ADP
cet-3944	81	5	the	the	DET
cet-3944	81	6	improved	improved	ADJ
cet-3944	81	7	pso	pso	NOUN
cet-3944	81	8	-	-	PUNCT
cet-3944	81	9	bp	bp	PROPN
cet-3944	81	10	algorithm	algorithm	NOUN
cet-3944	81	11	is	be	AUX
cet-3944	81	12	described	describe	VERB
cet-3944	81	13	as	as	ADP
cet-3944	81	14	follows	follow	VERB
cet-3944	81	15	:	:	PUNCT
cet-3944	81	16	step	step	NOUN
cet-3944	81	17	1	1	NUM
cet-3944	81	18	:	:	PUNCT
cet-3944	81	19	establish	establish	VERB
cet-3944	81	20	the	the	DET
cet-3944	81	21	bp	bp	PROPN
cet-3944	81	22	neural	neural	ADJ
cet-3944	81	23	network	network	NOUN
cet-3944	81	24	.	.	PUNCT
cet-3944	82	1	according	accord	VERB
cet-3944	82	2	to	to	ADP
cet-3944	82	3	practical	practical	ADJ
cet-3944	82	4	problems	problem	NOUN
cet-3944	82	5	determine	determine	VERB
cet-3944	82	6	the	the	DET
cet-3944	82	7	number	number	NOUN
cet-3944	82	8	of	of	ADP
cet-3944	82	9	nodes	node	NOUN
cet-3944	82	10	of	of	ADP
cet-3944	82	11	the	the	DET
cet-3944	82	12	input	input	NOUN
cet-3944	82	13	layer	layer	NOUN
cet-3944	82	14	,	,	PUNCT
cet-3944	82	15	hidden	hide	VERB
cet-3944	82	16	layer	layer	NOUN
cet-3944	82	17	,	,	PUNCT
cet-3944	82	18	and	and	CCONJ
cet-3944	82	19	output	output	NOUN
cet-3944	82	20	layer	layer	NOUN
cet-3944	82	21	as	as	ADP
cet-3944	82	22	m	m	PROPN
cet-3944	82	23	,	,	PUNCT
cet-3944	82	24	n	n	CCONJ
cet-3944	82	25	,	,	PUNCT
cet-3944	82	26	l	l	PROPN
cet-3944	82	27	respectively	respectively	ADV
cet-3944	82	28	.	.	PUNCT
cet-3944	83	1	step	step	NOUN
cet-3944	83	2	2	2	NUM
cet-3944	83	3	:	:	PUNCT
cet-3944	83	4	set	set	VERB
cet-3944	83	5	the	the	DET
cet-3944	83	6	number	number	NOUN
cet-3944	83	7	of	of	ADP
cet-3944	83	8	particle	particle	NOUN
cet-3944	83	9	swarm	swarm	NOUN
cet-3944	83	10	as	as	ADP
cet-3944	83	11	n	n	CCONJ
cet-3944	83	12	,	,	PUNCT
cet-3944	83	13	the	the	DET
cet-3944	83	14	dimension	dimension	NOUN
cet-3944	83	15	of	of	ADP
cet-3944	83	16	the	the	DET
cet-3944	83	17	particle	particle	NOUN
cet-3944	83	18	swarm	swarm	NOUN
cet-3944	83	19	:	:	PUNCT
cet-3944	84	1	d	d	X
cet-3944	84	2	=	=	PUNCT
cet-3944	84	3	m	m	VERB
cet-3944	84	4	×	×	NOUN
cet-3944	84	5	n	n	NOUN
cet-3944	84	6	+	+	CCONJ
cet-3944	84	7	n	n	CCONJ
cet-3944	84	8	×	×	NOUN
cet-3944	84	9	l	l	NOUN
cet-3944	84	10	+	+	CCONJ
cet-3944	84	11	n	n	PROPN
cet-3944	84	12	+	+	NUM
cet-3944	84	13	l	l	NOUN
cet-3944	84	14	(	(	PUNCT
cet-3944	84	15	14	14	NUM
cet-3944	84	16	)	)	PUNCT
cet-3944	84	17	the	the	DET
cet-3944	84	18	maximum	maximum	ADJ
cet-3944	84	19	iteration	iteration	PROPN
cet-3944	84	20	times	time	NOUN
cet-3944	84	21	𝑡𝑚𝑎𝑥	𝑡𝑚𝑎𝑥	NOUN
cet-3944	84	22	,	,	PUNCT
cet-3944	84	23	learning	learn	VERB
cet-3944	84	24	factors	factor	NOUN
cet-3944	84	25	c1	c1	PROPN
cet-3944	84	26	and	and	CCONJ
cet-3944	84	27	c2	c2	PROPN
cet-3944	84	28	step	step	VERB
cet-3944	84	29	3	3	NUM
cet-3944	84	30	:	:	PUNCT
cet-3944	84	31	set	set	VERB
cet-3944	84	32	the	the	DET
cet-3944	84	33	initialization	initialization	NOUN
cet-3944	84	34	position	position	NOUN
cet-3944	84	35	and	and	CCONJ
cet-3944	84	36	velocity	velocity	NOUN
cet-3944	84	37	of	of	ADP
cet-3944	84	38	particle	particle	NOUN
cet-3944	84	39	.	.	PUNCT
cet-3944	85	1	step	step	NOUN
cet-3944	85	2	4	4	NUM
cet-3944	85	3	:	:	PUNCT
cet-3944	85	4	set	set	VERB
cet-3944	85	5	the	the	DET
cet-3944	85	6	fitness	fitness	NOUN
cet-3944	85	7	function	function	NOUN
cet-3944	85	8	of	of	ADP
cet-3944	85	9	particle	particle	NOUN
cet-3944	85	10	swarm	swarm	NOUN
cet-3944	85	11	as	as	ADP
cet-3944	85	12	eq	eq	NOUN
cet-3944	85	13	(	(	PUNCT
cet-3944	85	14	3	3	NUM
cet-3944	85	15	)	)	PUNCT
cet-3944	85	16	.	.	PUNCT
cet-3944	86	1	step	step	NOUN
cet-3944	86	2	5	5	NUM
cet-3944	86	3	:	:	PUNCT
cet-3944	86	4	select	select	ADJ
cet-3944	86	5	training	training	NOUN
cet-3944	86	6	sample	sample	NOUN
cet-3944	86	7	,	,	PUNCT
cet-3944	86	8	calculate	calculate	VERB
cet-3944	86	9	the	the	DET
cet-3944	86	10	fitness	fitness	NOUN
cet-3944	86	11	value	value	NOUN
cet-3944	86	12	of	of	ADP
cet-3944	86	13	each	each	DET
cet-3944	86	14	particle	particle	NOUN
cet-3944	86	15	.	.	PUNCT
cet-3944	87	1	step	step	NOUN
cet-3944	87	2	6	6	NUM
cet-3944	87	3	:	:	PUNCT
cet-3944	87	4	compare	compare	VERB
cet-3944	87	5	and	and	CCONJ
cet-3944	87	6	then	then	ADV
cet-3944	87	7	update	update	VERB
cet-3944	87	8	the	the	DET
cet-3944	87	9	velocity	velocity	NOUN
cet-3944	87	10	and	and	CCONJ
cet-3944	87	11	position	position	NOUN
cet-3944	87	12	in	in	ADP
cet-3944	87	13	accordance	accordance	NOUN
cet-3944	87	14	with	with	ADP
cet-3944	87	15	eq	eq	NOUN
cet-3944	87	16	(	(	PUNCT
cet-3944	87	17	5	5	NUM
cet-3944	87	18	,	,	PUNCT
cet-3944	87	19	6	6	NUM
cet-3944	87	20	)	)	PUNCT
cet-3944	87	21	.	.	PUNCT
cet-3944	88	1	step	step	NOUN
cet-3944	88	2	7	7	NUM
cet-3944	88	3	:	:	PUNCT
cet-3944	88	4	determine	determine	VERB
cet-3944	88	5	whether	whether	SCONJ
cet-3944	88	6	the	the	DET
cet-3944	88	7	conditions	condition	NOUN
cet-3944	88	8	are	be	AUX
cet-3944	88	9	met	meet	VERB
cet-3944	88	10	to	to	PART
cet-3944	88	11	stop	stop	VERB
cet-3944	88	12	the	the	DET
cet-3944	88	13	algorithm	algorithm	NOUN
cet-3944	88	14	.	.	PUNCT
cet-3944	89	1	if	if	SCONJ
cet-3944	89	2	the	the	DET
cet-3944	89	3	fitness	fitness	NOUN
cet-3944	89	4	of	of	ADP
cet-3944	89	5	each	each	DET
cet-3944	89	6	particle	particle	NOUN
cet-3944	89	7	does	do	AUX
cet-3944	89	8	not	not	PART
cet-3944	89	9	meet	meet	VERB
cet-3944	89	10	the	the	DET
cet-3944	89	11	error	error	NOUN
cet-3944	89	12	requirement	requirement	NOUN
cet-3944	89	13	or	or	CCONJ
cet-3944	89	14	maximum	maximum	ADJ
cet-3944	89	15	number	number	NOUN
cet-3944	89	16	of	of	ADP
cet-3944	89	17	iteration	iteration	NOUN
cet-3944	89	18	,	,	PUNCT
cet-3944	89	19	then	then	ADV
cet-3944	89	20	go	go	VERB
cet-3944	89	21	to	to	PART
cet-3944	89	22	step	step	VERB
cet-3944	89	23	5	5	NUM
cet-3944	89	24	;	;	PUNCT
cet-3944	89	25	otherwise	otherwise	ADV
cet-3944	89	26	go	go	VERB
cet-3944	89	27	to	to	PART
cet-3944	89	28	step	step	VERB
cet-3944	89	29	8	8	NUM
cet-3944	89	30	.	.	PUNCT
cet-3944	90	1	step	step	NOUN
cet-3944	90	2	8	8	NUM
cet-3944	90	3	:	:	PUNCT
cet-3944	90	4	end	end	VERB
cet-3944	90	5	the	the	DET
cet-3944	90	6	algorithm	algorithm	NOUN
cet-3944	90	7	and	and	CCONJ
cet-3944	90	8	output	output	VERB
cet-3944	90	9	the	the	DET
cet-3944	90	10	optimized	optimize	VERB
cet-3944	90	11	weights	weight	NOUN
cet-3944	90	12	and	and	CCONJ
cet-3944	90	13	thresholds	threshold	NOUN
cet-3944	90	14	.	.	PUNCT
cet-3944	91	1	step	step	NOUN
cet-3944	91	2	9	9	NUM
cet-3944	91	3	:	:	PUNCT
cet-3944	91	4	traning	trane	VERB
cet-3944	91	5	samples	sample	NOUN
cet-3944	91	6	with	with	ADP
cet-3944	91	7	the	the	DET
cet-3944	91	8	optimized	optimize	VERB
cet-3944	91	9	weights	weight	NOUN
cet-3944	91	10	and	and	CCONJ
cet-3944	91	11	thresholds	threshold	NOUN
cet-3944	91	12	obtained	obtain	VERB
cet-3944	91	13	in	in	ADP
cet-3944	91	14	the	the	DET
cet-3944	91	15	bp	bp	PROPN
cet-3944	91	16	network	network	NOUN
cet-3944	91	17	,	,	PUNCT
cet-3944	91	18	the	the	DET
cet-3944	91	19	optimal	optimal	ADJ
cet-3944	91	20	solution	solution	NOUN
cet-3944	91	21	can	can	AUX
cet-3944	91	22	be	be	AUX
cet-3944	91	23	obtained	obtain	VERB
cet-3944	91	24	.	.	PUNCT
cet-3944	92	1	4	4	X
cet-3944	92	2	.	.	X
cet-3944	92	3	modeling	modeling	NOUN
cet-3944	92	4	and	and	CCONJ
cet-3944	92	5	simulation	simulation	NOUN
cet-3944	92	6	4.1	4.1	NUM
cet-3944	92	7	model	model	NOUN
cet-3944	92	8	structure	structure	NOUN
cet-3944	92	9	a	a	DET
cet-3944	92	10	three	three	NUM
cet-3944	92	11	bp	bp	PROPN
cet-3944	92	12	neural	neural	ADJ
cet-3944	92	13	network	network	NOUN
cet-3944	92	14	is	be	AUX
cet-3944	92	15	established	establish	VERB
cet-3944	92	16	as	as	ADP
cet-3944	92	17	in	in	ADP
cet-3944	92	18	figure	figure	NOUN
cet-3944	92	19	1	1	NUM
cet-3944	92	20	.	.	PUNCT
cet-3944	93	1	m	m	PROPN
cet-3944	93	2	,	,	PUNCT
cet-3944	93	3	n	n	CCONJ
cet-3944	93	4	,	,	PUNCT
cet-3944	93	5	i	i	PRON
cet-3944	93	6	are	be	AUX
cet-3944	93	7	assigned	assign	VERB
cet-3944	93	8	the	the	DET
cet-3944	93	9	values	value	NOUN
cet-3944	93	10	of	of	ADP
cet-3944	93	11	16	16	NUM
cet-3944	93	12	,	,	PUNCT
cet-3944	93	13	32	32	NUM
cet-3944	93	14	,	,	PUNCT
cet-3944	93	15	1	1	NUM
cet-3944	93	16	respectively	respectively	ADV
cet-3944	93	17	.	.	PUNCT
cet-3944	94	1	by	by	ADP
cet-3944	94	2	analyzing	analyze	VERB
cet-3944	94	3	the	the	DET
cet-3944	94	4	factors	factor	NOUN
cet-3944	94	5	affecting	affect	VERB
cet-3944	94	6	endpoint	endpoint	NOUN
cet-3944	94	7	temperature	temperature	NOUN
cet-3944	94	8	and	and	CCONJ
cet-3944	94	9	carbon	carbon	NOUN
cet-3944	94	10	content	content	NOUN
cet-3944	94	11	,	,	PUNCT
cet-3944	94	12	the	the	DET
cet-3944	94	13	input	input	NOUN
cet-3944	94	14	of	of	ADP
cet-3944	94	15	the	the	DET
cet-3944	94	16	model	model	NOUN
cet-3944	94	17	are	be	AUX
cet-3944	94	18	selected	select	VERB
cet-3944	94	19	as	as	ADP
cet-3944	94	20	the	the	DET
cet-3944	94	21	quantity	quantity	NOUN
cet-3944	94	22	of	of	ADP
cet-3944	94	23	molten	molten	ADJ
cet-3944	94	24	iron	iron	NOUN
cet-3944	94	25	x1	x1	PROPN
cet-3944	94	26	,	,	PUNCT
cet-3944	94	27	the	the	DET
cet-3944	94	28	temperature	temperature	NOUN
cet-3944	94	29	of	of	ADP
cet-3944	94	30	molten	molten	ADJ
cet-3944	94	31	iron	iron	NOUN
cet-3944	94	32	x2	x2	NOUN
cet-3944	94	33	,	,	PUNCT
cet-3944	94	34	the	the	DET
cet-3944	94	35	quantity	quantity	NOUN
cet-3944	94	36	of	of	ADP
cet-3944	94	37	auxiliary	auxiliary	ADJ
cet-3944	94	38	material	material	NOUN
cet-3944	94	39	(	(	PUNCT
cet-3944	94	40	c	c	NOUN
cet-3944	94	41	,	,	PUNCT
cet-3944	94	42	si	si	X
cet-3944	94	43	,	,	PUNCT
cet-3944	94	44	mn	mn	PROPN
cet-3944	94	45	,	,	PUNCT
cet-3944	94	46	p	p	X
cet-3944	94	47	,	,	PUNCT
cet-3944	94	48	s	s	PROPN
cet-3944	94	49	,	,	PUNCT
cet-3944	94	50	scrap	scrap	NOUN
cet-3944	94	51	steel	steel	NOUN
cet-3944	94	52	,	,	PUNCT
cet-3944	94	53	etc	etc	X
cet-3944	94	54	.	.	X
cet-3944	94	55	)	)	PUNCT
cet-3944	95	1	x3	x3	ADJ
cet-3944	95	2	to	to	ADP
cet-3944	95	3	x14	x14	PROPN
cet-3944	95	4	the	the	DET
cet-3944	95	5	quantity	quantity	NOUN
cet-3944	95	6	of	of	ADP
cet-3944	95	7	oxygen	oxygen	NOUN
cet-3944	95	8	x15	x15	ADJ
cet-3944	95	9	,	,	PUNCT
cet-3944	95	10	the	the	DET
cet-3944	95	11	time	time	NOUN
cet-3944	95	12	of	of	ADP
cet-3944	95	13	oxygen	oxygen	NOUN
cet-3944	95	14	supplying	supply	VERB
cet-3944	95	15	x16	x16	NOUN
cet-3944	95	16	.	.	PUNCT
cet-3944	96	1	the	the	DET
cet-3944	96	2	output	output	NOUN
cet-3944	96	3	of	of	ADP
cet-3944	96	4	the	the	DET
cet-3944	96	5	model	model	NOUN
cet-3944	96	6	is	be	AUX
cet-3944	96	7	endpoint	endpoint	NOUN
cet-3944	96	8	temperature	temperature	NOUN
cet-3944	96	9	or	or	CCONJ
cet-3944	96	10	the	the	DET
cet-3944	96	11	carbon	carbon	NOUN
cet-3944	96	12	content	content	NOUN
cet-3944	96	13	respectively	respectively	ADV
cet-3944	96	14	.	.	PUNCT
cet-3944	97	1	in	in	ADP
cet-3944	97	2	this	this	DET
cet-3944	97	3	paper	paper	NOUN
cet-3944	97	4	the	the	DET
cet-3944	97	5	improved	improved	ADJ
cet-3944	97	6	pso	pso	NOUN
cet-3944	97	7	-	-	PUNCT
cet-3944	97	8	bp	bp	PROPN
cet-3944	97	9	optimization	optimization	NOUN
cet-3944	97	10	algorithm	algorithm	NOUN
cet-3944	97	11	detailed	detail	VERB
cet-3944	97	12	in	in	ADP
cet-3944	97	13	3.3	3.3	NUM
cet-3944	97	14	is	be	AUX
cet-3944	97	15	used	use	VERB
cet-3944	97	16	,	,	PUNCT
cet-3944	97	17	where	where	SCONJ
cet-3944	97	18	the	the	DET
cet-3944	97	19	number	number	NOUN
cet-3944	97	20	of	of	ADP
cet-3944	97	21	the	the	DET
cet-3944	97	22	particle	particle	NOUN
cet-3944	97	23	swarm	swarm	NOUN
cet-3944	97	24	is	be	AUX
cet-3944	97	25	200	200	NUM
cet-3944	97	26	,	,	PUNCT
cet-3944	97	27	c1	c1	PROPN
cet-3944	97	28	and	and	CCONJ
cet-3944	97	29	c2	c2	PROPN
cet-3944	97	30	both	both	PRON
cet-3944	97	31	are	be	AUX
cet-3944	97	32	2.05	2.05	NUM
cet-3944	97	33	,	,	PUNCT
cet-3944	97	34	and	and	CCONJ
cet-3944	97	35	t𝑚𝑎𝑥	t𝑚𝑎𝑥	NOUN
cet-3944	97	36	is	be	AUX
cet-3944	97	37	500	500	NUM
cet-3944	97	38	.	.	PUNCT
cet-3944	97	39	4.2	4.2	NUM
cet-3944	97	40	simulation	simulation	NOUN
cet-3944	97	41	since	since	SCONJ
cet-3944	97	42	the	the	DET
cet-3944	97	43	different	different	ADJ
cet-3944	97	44	parameters	parameter	NOUN
cet-3944	97	45	have	have	VERB
cet-3944	97	46	different	different	ADJ
cet-3944	97	47	units	unit	NOUN
cet-3944	97	48	,	,	PUNCT
cet-3944	97	49	the	the	DET
cet-3944	97	50	data	datum	NOUN
cet-3944	97	51	are	be	AUX
cet-3944	97	52	to	to	PART
cet-3944	97	53	be	be	AUX
cet-3944	97	54	normalized	normalize	VERB
cet-3944	97	55	to	to	PART
cet-3944	97	56	avoid	avoid	VERB
cet-3944	97	57	numerical	numerical	ADJ
cet-3944	97	58	overflow	overflow	NOUN
cet-3944	97	59	and	and	CCONJ
cet-3944	97	60	underflow	underflow	NOUN
cet-3944	97	61	.	.	PUNCT
cet-3944	98	1	in	in	ADP
cet-3944	98	2	this	this	DET
cet-3944	98	3	study	study	NOUN
cet-3944	98	4	,	,	PUNCT
cet-3944	98	5	the	the	DET
cet-3944	98	6	normalization	normalization	NOUN
cet-3944	98	7	is	be	AUX
cet-3944	98	8	processed	process	VERB
cet-3944	98	9	according	accord	VERB
cet-3944	98	10	to	to	ADP
cet-3944	98	11	the	the	DET
cet-3944	98	12	following	following	ADJ
cet-3944	98	13	equations	equation	NOUN
cet-3944	98	14	:	:	PUNCT
cet-3944	98	15	𝑥′	𝑥′	PUNCT
cet-3944	99	1	=	=	PUNCT
cet-3944	99	2	𝑥𝑖−𝑥𝑚𝑖𝑛	𝑥𝑖−𝑥𝑚𝑖𝑛	NOUN
cet-3944	99	3	𝑥𝑚𝑎𝑥−𝑥𝑚𝑖𝑛	𝑥𝑚𝑎𝑥−𝑥𝑚𝑖𝑛	NUM
cet-3944	99	4	(	(	PUNCT
cet-3944	99	5	15	15	NUM
cet-3944	99	6	)	)	PUNCT
cet-3944	99	7	in	in	ADP
cet-3944	99	8	this	this	DET
cet-3944	99	9	research	research	NOUN
cet-3944	99	10	,	,	PUNCT
cet-3944	99	11	90	90	NUM
cet-3944	99	12	data	datum	NOUN
cet-3944	99	13	points	point	NOUN
cet-3944	99	14	are	be	AUX
cet-3944	99	15	extracted	extract	VERB
cet-3944	99	16	from	from	ADP
cet-3944	99	17	the	the	DET
cet-3944	99	18	bof	bof	NOUN
cet-3944	99	19	process	process	NOUN
cet-3944	99	20	and	and	CCONJ
cet-3944	99	21	the	the	DET
cet-3944	99	22	data	datum	NOUN
cet-3944	99	23	set	set	VERB
cet-3944	99	24	is	be	AUX
cet-3944	99	25	divided	divide	VERB
cet-3944	99	26	into	into	ADP
cet-3944	99	27	two	two	NUM
cet-3944	99	28	groups	group	NOUN
cet-3944	99	29	:	:	PUNCT
cet-3944	99	30	the	the	DET
cet-3944	99	31	training	training	NOUN
cet-3944	99	32	set	set	VERB
cet-3944	99	33	with	with	ADP
cet-3944	99	34	the	the	DET
cet-3944	99	35	first	first	ADJ
cet-3944	99	36	62	62	NUM
cet-3944	99	37	data	datum	NOUN
cet-3944	99	38	points	point	NOUN
cet-3944	99	39	and	and	CCONJ
cet-3944	99	40	the	the	DET
cet-3944	99	41	testing	testing	NOUN
cet-3944	99	42	set	set	VERB
cet-3944	99	43	with	with	ADP
cet-3944	99	44	later	later	ADJ
cet-3944	99	45	28	28	NUM
cet-3944	99	46	data	datum	NOUN
cet-3944	99	47	points	point	NOUN
cet-3944	99	48	.	.	PUNCT
cet-3944	100	1	then	then	ADV
cet-3944	100	2	the	the	DET
cet-3944	100	3	pso	pso	NOUN
cet-3944	100	4	-	-	PUNCT
cet-3944	100	5	bp	bp	PROPN
cet-3944	100	6	478	478	NUM
cet-3944	100	7	neural	neural	ADJ
cet-3944	100	8	network	network	NOUN
cet-3944	100	9	is	be	AUX
cet-3944	100	10	training	train	VERB
cet-3944	100	11	by	by	ADP
cet-3944	100	12	the	the	DET
cet-3944	100	13	set	set	NOUN
cet-3944	100	14	of	of	ADP
cet-3944	100	15	input	input	NOUN
cet-3944	100	16	-	-	PUNCT
cet-3944	100	17	output	output	NOUN
cet-3944	100	18	data	datum	NOUN
cet-3944	100	19	to	to	PART
cet-3944	100	20	predict	predict	VERB
cet-3944	100	21	the	the	DET
cet-3944	100	22	endpoint	endpoint	NOUN
cet-3944	100	23	carbon	carbon	NOUN
cet-3944	100	24	content	content	NOUN
cet-3944	100	25	and	and	CCONJ
cet-3944	100	26	the	the	DET
cet-3944	100	27	endpoint	endpoint	NOUN
cet-3944	100	28	temperature	temperature	NOUN
cet-3944	100	29	in	in	ADP
cet-3944	100	30	the	the	DET
cet-3944	100	31	bof	bof	NOUN
cet-3944	100	32	process	process	NOUN
cet-3944	100	33	.	.	PUNCT
cet-3944	101	1	after	after	ADP
cet-3944	101	2	the	the	DET
cet-3944	101	3	pso	pso	NOUN
cet-3944	101	4	-	-	PUNCT
cet-3944	101	5	bp	bp	PROPN
cet-3944	101	6	neural	neural	ADJ
cet-3944	101	7	network	network	NOUN
cet-3944	101	8	training	training	NOUN
cet-3944	101	9	stage	stage	NOUN
cet-3944	101	10	,	,	PUNCT
cet-3944	101	11	the	the	DET
cet-3944	101	12	model	model	NOUN
cet-3944	101	13	is	be	AUX
cet-3944	101	14	verified	verify	VERB
cet-3944	101	15	by	by	ADP
cet-3944	101	16	28	28	NUM
cet-3944	101	17	testing	testing	NOUN
cet-3944	101	18	data	datum	NOUN
cet-3944	101	19	points	point	NOUN
cet-3944	101	20	.	.	PUNCT
cet-3944	102	1	the	the	DET
cet-3944	102	2	results	result	NOUN
cet-3944	102	3	are	be	AUX
cet-3944	102	4	shown	show	VERB
cet-3944	102	5	in	in	ADP
cet-3944	102	6	figures	figure	NOUN
cet-3944	102	7	2	2	NUM
cet-3944	102	8	and	and	CCONJ
cet-3944	102	9	3	3	NUM
cet-3944	102	10	.	.	X
cet-3944	102	11	figure	figure	NOUN
cet-3944	102	12	2	2	NUM
cet-3944	102	13	shows	show	VERB
cet-3944	102	14	that	that	SCONJ
cet-3944	102	15	when	when	SCONJ
cet-3944	102	16	the	the	DET
cet-3944	102	17	carbon	carbon	NOUN
cet-3944	102	18	content	content	NOUN
cet-3944	102	19	prediction	prediction	NOUN
cet-3944	102	20	error	error	NOUN
cet-3944	102	21	is	be	AUX
cet-3944	102	22	within	within	ADP
cet-3944	102	23	±0.02	±0.02	PROPN
cet-3944	102	24	,	,	PUNCT
cet-3944	102	25	the	the	DET
cet-3944	102	26	prediction	prediction	NOUN
cet-3944	102	27	accuracy	accuracy	NOUN
cet-3944	102	28	rate	rate	NOUN
cet-3944	102	29	of	of	ADP
cet-3944	102	30	carbon	carbon	NOUN
cet-3944	102	31	content	content	NOUN
cet-3944	102	32	is	be	AUX
cet-3944	102	33	92.85	92.85	NUM
cet-3944	102	34	%	%	NOUN
cet-3944	102	35	.	.	PUNCT
cet-3944	103	1	figure	figure	NOUN
cet-3944	103	2	2	2	NUM
cet-3944	103	3	:	:	PUNCT
cet-3944	103	4	prediction	prediction	NOUN
cet-3944	103	5	of	of	ADP
cet-3944	103	6	endpoint	endpoint	ADJ
cet-3944	103	7	carbon	carbon	NOUN
cet-3944	103	8	content	content	NOUN
cet-3944	103	9	figure	figure	NOUN
cet-3944	103	10	3	3	NUM
cet-3944	103	11	:	:	PUNCT
cet-3944	103	12	prediction	prediction	NOUN
cet-3944	103	13	of	of	ADP
cet-3944	103	14	endpoint	endpoint	ADJ
cet-3944	103	15	temperature	temperature	NOUN
cet-3944	103	16	figure	figure	NOUN
cet-3944	103	17	3	3	NUM
cet-3944	103	18	shows	show	VERB
cet-3944	103	19	that	that	SCONJ
cet-3944	103	20	when	when	SCONJ
cet-3944	103	21	the	the	DET
cet-3944	103	22	endpoint	endpoint	NOUN
cet-3944	103	23	temperature	temperature	NOUN
cet-3944	103	24	prediction	prediction	NOUN
cet-3944	103	25	error	error	NOUN
cet-3944	103	26	is	be	AUX
cet-3944	103	27	within±10	within±10	PROPN
cet-3944	103	28	℃	℃	PROPN
cet-3944	103	29	,	,	PUNCT
cet-3944	103	30	the	the	DET
cet-3944	103	31	prediction	prediction	NOUN
cet-3944	103	32	accuracy	accuracy	NOUN
cet-3944	103	33	rate	rate	NOUN
cet-3944	103	34	of	of	ADP
cet-3944	103	35	the	the	DET
cet-3944	103	36	endpoint	endpoint	NOUN
cet-3944	103	37	temperature	temperature	NOUN
cet-3944	103	38	is	be	AUX
cet-3944	103	39	89.28	89.28	NUM
cet-3944	103	40	%	%	NOUN
cet-3944	103	41	.	.	PUNCT
cet-3944	104	1	5	5	X
cet-3944	104	2	.	.	X
cet-3944	104	3	conclusion	conclusion	NOUN
cet-3944	104	4	in	in	ADP
cet-3944	104	5	the	the	DET
cet-3944	104	6	complex	complex	ADJ
cet-3944	104	7	industrial	industrial	ADJ
cet-3944	104	8	process	process	NOUN
cet-3944	104	9	of	of	ADP
cet-3944	104	10	bof	bof	PROPN
cet-3944	104	11	steel	steel	PROPN
cet-3944	104	12	making	making	NOUN
cet-3944	104	13	,	,	PUNCT
cet-3944	104	14	the	the	DET
cet-3944	104	15	endpoint	endpoint	NOUN
cet-3944	104	16	carbon	carbon	NOUN
cet-3944	104	17	content	content	NOUN
cet-3944	104	18	and	and	CCONJ
cet-3944	104	19	endpoint	endpoint	VERB
cet-3944	104	20	temperature	temperature	NOUN
cet-3944	104	21	are	be	AUX
cet-3944	104	22	key	key	ADJ
cet-3944	104	23	factors	factor	NOUN
cet-3944	104	24	affecting	affect	VERB
cet-3944	104	25	the	the	DET
cet-3944	104	26	quality	quality	NOUN
cet-3944	104	27	control	control	NOUN
cet-3944	104	28	of	of	ADP
cet-3944	104	29	the	the	DET
cet-3944	104	30	bof	bof	PROPN
cet-3944	104	31	.	.	PROPN
cet-3944	105	1	based	base	VERB
cet-3944	105	2	on	on	ADP
cet-3944	105	3	this	this	DET
cet-3944	105	4	analysis	analysis	NOUN
cet-3944	105	5	,	,	PUNCT
cet-3944	105	6	the	the	DET
cet-3944	105	7	bp	bp	PROPN
cet-3944	105	8	neural	neural	PROPN
cet-3944	105	9	network	network	NOUN
cet-3944	105	10	prediction	prediction	NOUN
cet-3944	105	11	model	model	NOUN
cet-3944	105	12	combined	combine	VERB
cet-3944	105	13	with	with	ADP
cet-3944	105	14	the	the	DET
cet-3944	105	15	improved	improved	ADJ
cet-3944	105	16	pso	pso	NOUN
cet-3944	105	17	algorithm	algorithm	NOUN
cet-3944	105	18	is	be	AUX
cet-3944	105	19	proposed	propose	VERB
cet-3944	105	20	to	to	PART
cet-3944	105	21	predict	predict	VERB
cet-3944	105	22	the	the	DET
cet-3944	105	23	endpoint	endpoint	NOUN
cet-3944	105	24	carbon	carbon	NOUN
cet-3944	105	25	content	content	NOUN
cet-3944	105	26	and	and	CCONJ
cet-3944	105	27	endpoint	endpoint	VERB
cet-3944	105	28	temperature	temperature	NOUN
cet-3944	105	29	of	of	ADP
cet-3944	105	30	the	the	DET
cet-3944	105	31	bof	bof	PROPN
cet-3944	105	32	.	.	PUNCT
cet-3944	106	1	the	the	DET
cet-3944	106	2	data	data	NOUN
cet-3944	106	3	results	result	VERB
cet-3944	106	4	from	from	ADP
cet-3944	106	5	practical	practical	ADJ
cet-3944	106	6	tests	test	NOUN
cet-3944	106	7	show	show	VERB
cet-3944	106	8	that	that	SCONJ
cet-3944	106	9	the	the	DET
cet-3944	106	10	model	model	NOUN
cet-3944	106	11	can	can	AUX
cet-3944	106	12	effectively	effectively	ADV
cet-3944	106	13	improve	improve	VERB
cet-3944	106	14	the	the	DET
cet-3944	106	15	forecast	forecast	NOUN
cet-3944	106	16	precision	precision	NOUN
cet-3944	106	17	,	,	PUNCT
cet-3944	106	18	and	and	CCONJ
cet-3944	106	19	that	that	SCONJ
cet-3944	106	20	the	the	DET
cet-3944	106	21	carbon	carbon	NOUN
cet-3944	106	22	content	content	NOUN
cet-3944	106	23	and	and	CCONJ
cet-3944	106	24	endpoint	endpoint	VERB
cet-3944	106	25	temperature	temperature	NOUN
cet-3944	106	26	prediction	prediction	NOUN
cet-3944	106	27	accuracy	accuracy	NOUN
cet-3944	106	28	rate	rate	NOUN
cet-3944	106	29	of	of	ADP
cet-3944	106	30	the	the	DET
cet-3944	106	31	model	model	NOUN
cet-3944	106	32	are	be	AUX
cet-3944	106	33	both	both	ADV
cet-3944	106	34	adequate	adequate	ADJ
cet-3944	106	35	for	for	ADP
cet-3944	106	36	process	process	NOUN
cet-3944	106	37	control	control	NOUN
cet-3944	106	38	.	.	PUNCT
cet-3944	107	1	acknowledgments	acknowledgment	NOUN
cet-3944	107	2	this	this	DET
cet-3944	107	3	work	work	NOUN
cet-3944	107	4	was	be	AUX
cet-3944	107	5	supported	support	VERB
cet-3944	107	6	by	by	ADP
cet-3944	107	7	national	national	ADJ
cet-3944	107	8	nature	nature	PROPN
cet-3944	107	9	science	science	PROPN
cet-3944	107	10	foundation	foundation	PROPN
cet-3944	107	11	of	of	ADP
cet-3944	107	12	china	china	PROPN
cet-3944	107	13	(	(	PUNCT
cet-3944	107	14	no.61503120	no.61503120	PROPN
cet-3944	107	15	)	)	PUNCT
cet-3944	107	16	,	,	PUNCT
cet-3944	107	17	and	and	CCONJ
cet-3944	107	18	by	by	ADP
cet-3944	107	19	the	the	DET
cet-3944	107	20	science	science	NOUN
cet-3944	107	21	and	and	CCONJ
cet-3944	107	22	technology	technology	NOUN
cet-3944	107	23	plan	plan	NOUN
cet-3944	107	24	projects	project	NOUN
cet-3944	107	25	of	of	ADP
cet-3944	107	26	tangshan	tangshan	PROPN
cet-3944	107	27	(	(	PUNCT
cet-3944	107	28	no.14130252b	no.14130252b	NOUN
cet-3944	107	29	,	,	PUNCT
cet-3944	107	30	no.14230248b	no.14230248b	NOUN
cet-3944	107	31	)	)	PUNCT
cet-3944	107	32	.	.	PUNCT
cet-3944	108	1	479	479	NUM
cet-3944	108	2	reference	reference	NOUN
cet-3944	108	3	feng	feng	PROPN
cet-3944	108	4	j.h	j.h	PROPN
cet-3944	108	5	.	.	PROPN
cet-3944	108	6	,	,	PUNCT
cet-3944	108	7	zheng	zheng	PROPN
cet-3944	108	8	y.p	y.p	PROPN
cet-3944	108	9	.	.	PROPN
cet-3944	108	10	,	,	PUNCT
cet-3944	108	11	li	li	PROPN
cet-3944	108	12	x.j	x.j	PROPN
cet-3944	108	13	.	.	PROPN
cet-3944	108	14	,	,	PUNCT
cet-3944	108	15	zhu	zhu	PROPN
cet-3944	109	1	x.h	x.h	PROPN
cet-3944	109	2	.	.	PROPN
cet-3944	109	3	,	,	PUNCT
cet-3944	109	4	bi	bi	PROPN
cet-3944	109	5	n.	n.	NOUN
cet-3944	109	6	,	,	PUNCT
cet-3944	109	7	2008	2008	NUM
cet-3944	109	8	,	,	PUNCT
cet-3944	109	9	prediction	prediction	NOUN
cet-3944	109	10	model	model	NOUN
cet-3944	109	11	of	of	ADP
cet-3944	109	12	endpoint	endpoint	NOUN
cet-3944	109	13	for	for	ADP
cet-3944	109	14	converter	converter	NOUN
cet-3944	109	15	smelting	smelting	NOUN
cet-3944	109	16	based	base	VERB
cet-3944	109	17	on	on	ADP
cet-3944	109	18	neural	neural	ADJ
cet-3944	109	19	network	network	NOUN
cet-3944	109	20	,	,	PUNCT
cet-3944	109	21	30(3	30(3	NUM
cet-3944	109	22	)	)	PUNCT
cet-3944	109	23	,	,	PUNCT
cet-3944	109	24	26	26	NUM
cet-3944	109	25	-	-	SYM
cet-3944	109	26	29	29	NUM
cet-3944	109	27	,	,	PUNCT
cet-3944	109	28	doi	doi	NOUN
cet-3944	109	29	:	:	PUNCT
cet-3944	109	30	10.3969	10.3969	NUM
cet-3944	109	31	/	/	SYM
cet-3944	109	32	j.issn.1674	j.issn.1674	NOUN
cet-3944	109	33	-	-	PUNCT
cet-3944	109	34	0262.2008.03.006	0262.2008.03.006	PROPN
cet-3944	109	35	.	.	PUNCT
cet-3944	110	1	ge	ge	PROPN
cet-3944	110	2	k.	k.	PROPN
cet-3944	110	3	,	,	PUNCT
cet-3944	110	4	shi	shi	PROPN
cet-3944	110	5	b.b	b.b	PROPN
cet-3944	110	6	.	.	PROPN
cet-3944	110	7	,	,	PUNCT
cet-3944	110	8	xu	xu	PROPN
cet-3944	111	1	k.y	k.y	PROPN
cet-3944	111	2	.	.	PROPN
cet-3944	111	3	,	,	PUNCT
cet-3944	111	4	zhao	zhao	PROPN
cet-3944	111	5	j.q	j.q	PROPN
cet-3944	111	6	.	.	PROPN
cet-3944	111	7	,	,	PUNCT
cet-3944	111	8	2015	2015	NUM
cet-3944	111	9	,	,	PUNCT
cet-3944	111	10	air	air	NOUN
cet-3944	111	11	quality	quality	NOUN
cet-3944	111	12	assessment	assessment	NOUN
cet-3944	111	13	based	base	VERB
cet-3944	111	14	on	on	ADP
cet-3944	111	15	bapso	bapso	ADJ
cet-3944	111	16	-	-	PUNCT
cet-3944	111	17	pnn	pnn	NOUN
cet-3944	111	18	neural	neural	ADJ
cet-3944	111	19	network	network	NOUN
cet-3944	111	20	algorithm	algorithm	NOUN
cet-3944	111	21	,	,	PUNCT
cet-3944	111	22	environmental	environmental	ADJ
cet-3944	111	23	engineering	engineering	NOUN
cet-3944	111	24	33	33	NUM
cet-3944	111	25	,	,	PUNCT
cet-3944	111	26	676	676	NUM
cet-3944	111	27	-	-	SYM
cet-3944	111	28	681	681	NUM
cet-3944	111	29	.	.	PUNCT
cet-3944	112	1	geng	geng	PROPN
cet-3944	112	2	t.	t.	PROPN
cet-3944	112	3	,	,	PUNCT
cet-3944	112	4	li	li	PROPN
cet-3944	112	5	q.x	q.x	PROPN
cet-3944	112	6	.	.	PROPN
cet-3944	112	7	,	,	PUNCT
cet-3944	112	8	2011	2011	NUM
cet-3944	112	9	,	,	PUNCT
cet-3944	112	10	prediction	prediction	NOUN
cet-3944	112	11	for	for	ADP
cet-3944	112	12	the	the	DET
cet-3944	112	13	content	content	NOUN
cet-3944	112	14	of	of	ADP
cet-3944	112	15	carbon	carbon	NOUN
cet-3944	112	16	and	and	CCONJ
cet-3944	112	17	temperature	temperature	NOUN
cet-3944	112	18	at	at	ADP
cet-3944	112	19	the	the	DET
cet-3944	112	20	endpoint	endpoint	NOUN
cet-3944	112	21	of	of	ADP
cet-3944	112	22	bof	bof	NOUN
cet-3944	112	23	based	base	VERB
cet-3944	112	24	on	on	ADP
cet-3944	112	25	echo	echo	NOUN
cet-3944	112	26	state	state	NOUN
cet-3944	112	27	network	network	NOUN
cet-3944	112	28	,	,	PUNCT
cet-3944	112	29	metallurgical	metallurgical	ADJ
cet-3944	112	30	collections	collection	NOUN
cet-3944	112	31	3	3	NUM
cet-3944	112	32	,	,	PUNCT
cet-3944	112	33	4	4	NUM
cet-3944	112	34	-	-	SYM
cet-3944	112	35	7	7	NUM
cet-3944	112	36	,	,	PUNCT
cet-3944	112	37	doi	doi	NOUN
cet-3944	112	38	:	:	PUNCT
cet-3944	112	39	10.3969	10.3969	NUM
cet-3944	112	40	/	/	SYM
cet-3944	112	41	j.issn.1671	j.issn.1671	NOUN
cet-3944	112	42	-	-	PUNCT
cet-3944	112	43	3818.2011.03.002	3818.2011.03.002	NOUN
cet-3944	112	44	.	.	PUNCT
cet-3944	113	1	han	han	PROPN
cet-3944	113	2	m.	m.	PROPN
cet-3944	113	3	,	,	PUNCT
cet-3944	113	4	jiang	jiang	PROPN
cet-3944	113	5	l.w	l.w	PROPN
cet-3944	113	6	.	.	PROPN
cet-3944	113	7	,	,	PUNCT
cet-3944	113	8	zhao	zhao	PROPN
cet-3944	113	9	y	y	PROPN
cet-3944	113	10	,	,	PUNCT
cet-3944	113	11	,	,	PUNCT
cet-3944	113	12	2010	2010	NUM
cet-3944	113	13	,	,	PUNCT
cet-3944	113	14	endpoint	endpoint	VERB
cet-3944	113	15	prediction	prediction	NOUN
cet-3944	113	16	model	model	NOUN
cet-3944	113	17	of	of	ADP
cet-3944	113	18	basic	basic	ADJ
cet-3944	113	19	oxygen	oxygen	NOUN
cet-3944	113	20	furnace	furnace	NOUN
cet-3944	113	21	steelmaking	steelmaking	NOUN
cet-3944	113	22	based	base	VERB
cet-3944	113	23	on	on	ADP
cet-3944	113	24	pso	pso	NOUN
cet-3944	113	25	-	-	PUNCT
cet-3944	113	26	ica	ica	PROPN
cet-3944	113	27	and	and	CCONJ
cet-3944	113	28	rbf	rbf	PROPN
cet-3944	113	29	neural	neural	ADJ
cet-3944	113	30	network	network	NOUN
cet-3944	113	31	,	,	PUNCT
cet-3944	113	32	information	information	NOUN
cet-3944	113	33	and	and	CCONJ
cet-3944	113	34	control	control	NOUN
cet-3944	113	35	1	1	NUM
cet-3944	113	36	,	,	PUNCT
cet-3944	113	37	82	82	NUM
cet-3944	113	38	-	-	SYM
cet-3944	113	39	87	87	NUM
cet-3944	113	40	,	,	PUNCT
cet-3944	113	41	doi	doi	NOUN
cet-3944	113	42	:	:	PUNCT
cet-3944	113	43	10.3969	10.3969	NUM
cet-3944	113	44	/	/	SYM
cet-3944	113	45	j.issn.10020411.2010.01.015	j.issn.10020411.2010.01.015	PROPN
cet-3944	113	46	haykin	haykin	PROPN
cet-3944	113	47	s.	s.	PROPN
cet-3944	113	48	,	,	PUNCT
cet-3944	113	49	1994	1994	NUM
cet-3944	113	50	,	,	PUNCT
cet-3944	113	51	neural	neural	ADJ
cet-3944	113	52	networks	network	NOUN
cet-3944	113	53	:	:	PUNCT
cet-3944	113	54	a	a	DET
cet-3944	113	55	comprehensive	comprehensive	ADJ
cet-3944	113	56	foundation	foundation	NOUN
cet-3944	113	57	.	.	PUNCT
cet-3944	114	1	macmillan	macmillan	PROPN
cet-3944	114	2	college	college	PROPN
cet-3944	114	3	publishing	publishing	PROPN
cet-3944	114	4	,	,	PUNCT
cet-3944	114	5	new	new	PROPN
cet-3944	114	6	york	york	PROPN
cet-3944	114	7	.	.	PUNCT
cet-3944	115	1	laha	laha	PROPN
cet-3944	115	2	d.	d.	PROPN
cet-3944	115	3	,	,	PUNCT
cet-3944	115	4	ren	ren	PROPN
cet-3944	115	5	y.	y.	PROPN
cet-3944	115	6	,	,	PUNCT
cet-3944	115	7	suganthan	suganthan	PROPN
cet-3944	115	8	p.n	p.n	PROPN
cet-3944	115	9	.	.	PROPN
cet-3944	115	10	,	,	PUNCT
cet-3944	115	11	2015	2015	NUM
cet-3944	115	12	,	,	PUNCT
cet-3944	115	13	modeling	modeling	NOUN
cet-3944	115	14	of	of	ADP
cet-3944	115	15	steelmaking	steelmaking	NOUN
cet-3944	115	16	process	process	NOUN
cet-3944	115	17	with	with	ADP
cet-3944	115	18	effective	effective	ADJ
cet-3944	115	19	machine	machine	NOUN
cet-3944	115	20	learning	learn	VERB
cet-3944	115	21	techniques	technique	NOUN
cet-3944	115	22	,	,	PUNCT
cet-3944	115	23	expert	expert	NOUN
cet-3944	115	24	systems	system	NOUN
cet-3944	115	25	with	with	ADP
cet-3944	115	26	applications	application	NOUN
cet-3944	115	27	42	42	NUM
cet-3944	115	28	,	,	PUNCT
cet-3944	115	29	4687	4687	NUM
cet-3944	115	30	-	-	SYM
cet-3944	115	31	4696	4696	NUM
cet-3944	115	32	,	,	PUNCT
cet-3944	115	33	doi	doi	NOUN
cet-3944	115	34	:	:	PUNCT
cet-3944	115	35	10.1016	10.1016	NUM
cet-3944	115	36	/	/	SYM
cet-3944	116	1	j.eswa.2015.01.030	j.eswa.2015.01.030	PROPN
cet-3944	116	2	.	.	PUNCT
cet-3944	117	1	li	li	PROPN
cet-3944	117	2	d.j	d.j	PROPN
cet-3944	117	3	.	.	PROPN
cet-3944	117	4	,	,	PUNCT
cet-3944	117	5	li	li	PROPN
cet-3944	118	1	j.q	j.q	PROPN
cet-3944	118	2	.	.	PROPN
cet-3944	118	3	,	,	PUNCT
cet-3944	118	4	zhang	zhang	PROPN
cet-3944	118	5	y.	y.	PROPN
cet-3944	118	6	,	,	PUNCT
cet-3944	118	7	zeng	zeng	PROPN
cet-3944	118	8	z.	z.	PROPN
cet-3944	118	9	,	,	PUNCT
cet-3944	118	10	2014	2014	NUM
cet-3944	118	11	,	,	PUNCT
cet-3944	118	12	gesture	gesture	NOUN
cet-3944	118	13	recognition	recognition	NOUN
cet-3944	118	14	of	of	ADP
cet-3944	118	15	data	datum	NOUN
cet-3944	118	16	glove	glove	NOUN
cet-3944	118	17	based	base	VERB
cet-3944	118	18	on	on	ADP
cet-3944	118	19	pso	pso	NOUN
cet-3944	118	20	-	-	PUNCT
cet-3944	118	21	improved	improve	VERB
cet-3944	118	22	bp	bp	PROPN
cet-3944	118	23	neural	neural	ADJ
cet-3944	118	24	network	network	NOUN
cet-3944	118	25	,	,	PUNCT
cet-3944	118	26	electric	electric	ADJ
cet-3944	118	27	machines	machine	NOUN
cet-3944	118	28	and	and	CCONJ
cet-3944	118	29	control	control	NOUN
cet-3944	118	30	8	8	NUM
cet-3944	118	31	,	,	PUNCT
cet-3944	118	32	87	87	NUM
cet-3944	118	33	-	-	SYM
cet-3944	118	34	93	93	NUM
cet-3944	118	35	,	,	PUNCT
cet-3944	118	36	doi	doi	NOUN
cet-3944	118	37	:	:	PUNCT
cet-3944	118	38	10.3969	10.3969	NUM
cet-3944	118	39	/	/	SYM
cet-3944	118	40	j.issn.1007	j.issn.1007	ADJ
cet-3944	118	41	-	-	PUNCT
cet-3944	118	42	449x.2014.08.014	449x.2014.08.014	NOUN
cet-3944	118	43	.	.	PUNCT
cet-3944	119	1	li	li	PROPN
cet-3944	119	2	q.a	q.a	PROPN
cet-3944	119	3	.	.	PROPN
cet-3944	119	4	,	,	PUNCT
cet-3944	119	5	yang	yang	PROPN
cet-3944	119	6	x.	x.	PROPN
cet-3944	119	7	,	,	PUNCT
cet-3944	119	8	2015	2015	NUM
cet-3944	119	9	,	,	PUNCT
cet-3944	119	10	multi	multi	ADJ
cet-3944	119	11	-	-	ADJ
cet-3944	119	12	mode	mode	ADJ
cet-3944	119	13	soft	soft	ADJ
cet-3944	119	14	sensor	sensor	NOUN
cet-3944	119	15	modeling	modeling	NOUN
cet-3944	119	16	of	of	ADP
cet-3944	119	17	naphtha	naphtha	NOUN
cet-3944	119	18	dry	dry	ADJ
cet-3944	119	19	point	point	NOUN
cet-3944	119	20	based	base	VERB
cet-3944	119	21	on	on	ADP
cet-3944	119	22	pso	pso	NOUN
cet-3944	119	23	-	-	PUNCT
cet-3944	119	24	k	k	PROPN
cet-3944	119	25	means	mean	VERB
cet-3944	119	26	clustering	clustering	NOUN
cet-3944	119	27	,	,	PUNCT
cet-3944	119	28	computers	computer	NOUN
cet-3944	119	29	and	and	CCONJ
cet-3944	119	30	applied	apply	VERB
cet-3944	119	31	chemistry	chemistry	NOUN
cet-3944	119	32	8	8	NUM
cet-3944	119	33	,	,	PUNCT
cet-3944	119	34	991	991	NUM
cet-3944	119	35	-	-	SYM
cet-3944	119	36	994	994	NUM
cet-3944	119	37	,	,	PUNCT
cet-3944	119	38	doi	doi	NOUN
cet-3944	119	39	:	:	PUNCT
cet-3944	119	40	10.11719	10.11719	NUM
cet-3944	119	41	/	/	SYM
cet-3944	119	42	com.app.chem20150820	com.app.chem20150820	NOUN
cet-3944	119	43	.	.	PUNCT
cet-3944	120	1	liu	liu	PROPN
cet-3944	120	2	c.	c.	PROPN
cet-3944	120	3	,	,	PUNCT
cet-3944	120	4	han	han	PROPN
cet-3944	120	5	m.	m.	PROPN
cet-3944	120	6	,	,	PUNCT
cet-3944	120	7	wang	wang	PROPN
cet-3944	120	8	x.z	x.z	PROPN
cet-3944	120	9	.	.	PROPN
cet-3944	120	10	,	,	PUNCT
cet-3944	120	11	2014	2014	NUM
cet-3944	120	12	,	,	PUNCT
cet-3944	120	13	endpoint	endpoint	VERB
cet-3944	120	14	prediction	prediction	NOUN
cet-3944	120	15	model	model	NOUN
cet-3944	120	16	for	for	ADP
cet-3944	120	17	basic	basic	ADJ
cet-3944	120	18	oxygen	oxygen	NOUN
cet-3944	120	19	furnace	furnace	NOUN
cet-3944	120	20	steelmaking	steelmaking	NOUN
cet-3944	120	21	based	base	VERB
cet-3944	120	22	on	on	ADP
cet-3944	120	23	membrane	membrane	NOUN
cet-3944	120	24	algorithm	algorithm	NOUN
cet-3944	120	25	evolving	evolve	VERB
cet-3944	120	26	extreme	extreme	ADJ
cet-3944	120	27	learning	learning	NOUN
cet-3944	120	28	machine	machine	NOUN
cet-3944	120	29	,	,	PUNCT
cet-3944	120	30	journal	journal	NOUN
cet-3944	120	31	of	of	ADP
cet-3944	120	32	dalian	dalian	PROPN
cet-3944	120	33	university	university	PROPN
cet-3944	120	34	of	of	ADP
cet-3944	120	35	technology	technology	PROPN
cet-3944	120	36	1	1	NUM
cet-3944	120	37	,	,	PUNCT
cet-3944	120	38	124	124	NUM
cet-3944	120	39	-	-	SYM
cet-3944	120	40	130	130	NUM
cet-3944	120	41	,	,	PUNCT
cet-3944	120	42	doi	doi	NOUN
cet-3944	120	43	:	:	PUNCT
cet-3944	120	44	10.7511	10.7511	NUM
cet-3944	120	45	/	/	SYM
cet-3944	120	46	dllgxb201401019	dllgxb201401019	PROPN
cet-3944	120	47	.	.	PUNCT
cet-3944	121	1	liu	liu	PROPN
cet-3944	121	2	z.	z.	PROPN
cet-3944	121	3	,	,	PUNCT
cet-3944	121	4	chen	chen	PROPN
cet-3944	121	5	x.h	x.h	PROPN
cet-3944	121	6	.	.	PROPN
cet-3944	121	7	,	,	PUNCT
cet-3944	121	8	xue	xue	PROPN
cet-3944	121	9	l.s	l.s	PROPN
cet-3944	121	10	.	.	PROPN
cet-3944	121	11	,	,	PUNCT
cet-3944	121	12	zou	zou	PROPN
cet-3944	121	13	b.	b.	PROPN
cet-3944	121	14	,	,	PUNCT
cet-3944	121	15	zhang	zhang	PROPN
cet-3944	121	16	q.	q.	PROPN
cet-3944	121	17	,	,	PUNCT
cet-3944	121	18	2015	2015	NUM
cet-3944	121	19	,	,	PUNCT
cet-3944	121	20	prediction	prediction	NOUN
cet-3944	121	21	of	of	ADP
cet-3944	121	22	satellite	satellite	NOUN
cet-3944	121	23	clock	clock	NOUN
cet-3944	121	24	errors	error	NOUN
cet-3944	121	25	based	base	VERB
cet-3944	121	26	on	on	ADP
cet-3944	121	27	gm	gm	PROPN
cet-3944	121	28	-	-	PUNCT
cet-3944	121	29	lssvm	lssvm	NOUN
cet-3944	121	30	improved	improve	VERB
cet-3944	121	31	by	by	ADP
cet-3944	121	32	ipso	ipso	ADJ
cet-3944	121	33	,	,	PUNCT
cet-3944	121	34	science	science	NOUN
cet-3944	121	35	of	of	ADP
cet-3944	121	36	surveying	surveying	NOUN
cet-3944	121	37	and	and	CCONJ
cet-3944	121	38	mapping	mapping	NOUN
cet-3944	121	39	9	9	NUM
cet-3944	121	40	,	,	PUNCT
cet-3944	121	41	115	115	NUM
cet-3944	121	42	-	-	SYM
cet-3944	121	43	119	119	NUM
cet-3944	121	44	,	,	PUNCT
cet-3944	121	45	doi	doi	NOUN
cet-3944	121	46	:	:	PUNCT
cet-3944	121	47	10.16251	10.16251	NUM
cet-3944	121	48	/	/	SYM
cet-3944	121	49	j.cnki.10092307.2015.09.024	j.cnki.10092307.2015.09.024	NOUN
cet-3944	121	50	.	.	PUNCT
cet-3944	122	1	ma	ma	PROPN
cet-3944	122	2	x.y	x.y	PROPN
cet-3944	122	3	.	.	PROPN
cet-3944	122	4	,	,	PUNCT
cet-3944	122	5	duan	duan	PROPN
cet-3944	122	6	y.f	y.f	PROPN
cet-3944	122	7	.	.	PROPN
cet-3944	122	8	,	,	PUNCT
cet-3944	122	9	liu	liu	PROPN
cet-3944	122	10	m.	m.	PROPN
cet-3944	122	11	,	,	PUNCT
cet-3944	122	12	li	li	PROPN
cet-3944	122	13	h.f	h.f	PROPN
cet-3944	122	14	.	.	PROPN
cet-3944	122	15	,	,	PUNCT
cet-3944	122	16	2012	2012	NUM
cet-3944	122	17	,	,	PUNCT
cet-3944	122	18	prediction	prediction	NOUN
cet-3944	122	19	of	of	ADP
cet-3944	122	20	pressure	pressure	NOUN
cet-3944	122	21	drop	drop	NOUN
cet-3944	122	22	of	of	ADP
cet-3944	122	23	coke	coke	NOUN
cet-3944	122	24	water	water	NOUN
cet-3944	122	25	slurry	slurry	NOUN
cet-3944	122	26	flowing	flow	VERB
cet-3944	122	27	in	in	ADP
cet-3944	122	28	pipeline	pipeline	NOUN
cet-3944	122	29	by	by	ADP
cet-3944	122	30	pso	pso	NOUN
cet-3944	122	31	-	-	PUNCT
cet-3944	122	32	bp	bp	PROPN
cet-3944	122	33	neural	neural	ADJ
cet-3944	122	34	network	network	NOUN
cet-3944	122	35	,	,	PUNCT
cet-3944	122	36	proceedings	proceeding	NOUN
cet-3944	122	37	of	of	ADP
cet-3944	122	38	the	the	DET
cet-3944	122	39	csee	csee	ADJ
cet-3944	122	40	5	5	NUM
cet-3944	122	41	,	,	PUNCT
cet-3944	122	42	54	54	NUM
cet-3944	122	43	-	-	SYM
cet-3944	122	44	60	60	NUM
cet-3944	122	45	.	.	PUNCT
cet-3944	123	1	wang	wang	PROPN
cet-3944	123	2	j.h	j.h	PROPN
cet-3944	123	3	.	.	PROPN
cet-3944	123	4	,	,	PUNCT
cet-3944	123	5	xu	xu	PROPN
cet-3944	123	6	l.	l.	PROPN
cet-3944	123	7	,	,	PUNCT
cet-3944	123	8	fang	fang	PROPN
cet-3944	123	9	x.k	x.k	PROPN
cet-3944	123	10	.	.	PROPN
cet-3944	123	11	,	,	PUNCT
cet-3944	123	12	2005	2005	NUM
cet-3944	123	13	,	,	PUNCT
cet-3944	123	14	a	a	DET
cet-3944	123	15	class	class	NOUN
cet-3944	123	16	of	of	ADP
cet-3944	123	17	ga	ga	PROPN
cet-3944	123	18	-	-	PUNCT
cet-3944	123	19	rbf	rbf	PROPN
cet-3944	123	20	neural	neural	ADJ
cet-3944	123	21	network	network	NOUN
cet-3944	123	22	control	control	NOUN
cet-3944	123	23	for	for	ADP
cet-3944	123	24	the	the	DET
cet-3944	123	25	bof	bof	X
cet-3944	123	26	steelmaking	steelmake	VERB
cet-3944	123	27	static	static	ADJ
cet-3944	123	28	mode	mode	NOUN
cet-3944	123	29	,	,	PUNCT
cet-3944	123	30	journal	journal	NOUN
cet-3944	123	31	of	of	ADP
cet-3944	123	32	southeast	southeast	PROPN
cet-3944	123	33	university	university	PROPN
cet-3944	123	34	35(s2	35(s2	NUM
cet-3944	123	35	)	)	PUNCT
cet-3944	123	36	,	,	PUNCT
cet-3944	123	37	90	90	NUM
cet-3944	123	38	-	-	SYM
cet-3944	123	39	94	94	NUM
cet-3944	123	40	.	.	PUNCT
cet-3944	124	1	wang	wang	PROPN
cet-3944	124	2	x.z	x.z	PROPN
cet-3944	124	3	.	.	PROPN
cet-3944	124	4	,	,	PUNCT
cet-3944	124	5	han	han	PROPN
cet-3944	124	6	m.	m.	PROPN
cet-3944	124	7	,	,	PUNCT
cet-3944	124	8	wang	wang	PROPN
cet-3944	124	9	j.	j.	PROPN
cet-3944	124	10	,	,	PUNCT
cet-3944	124	11	2010	2010	NUM
cet-3944	124	12	,	,	PUNCT
cet-3944	124	13	applying	apply	VERB
cet-3944	124	14	input	input	NOUN
cet-3944	124	15	variables	variable	VERB
cet-3944	124	16	selection	selection	NOUN
cet-3944	124	17	technique	technique	NOUN
cet-3944	124	18	on	on	ADP
cet-3944	124	19	input	input	NOUN
cet-3944	124	20	weighted	weight	VERB
cet-3944	124	21	support	support	NOUN
cet-3944	124	22	vector	vector	NOUN
cet-3944	124	23	machine	machine	NOUN
cet-3944	124	24	modeling	modeling	NOUN
cet-3944	124	25	for	for	ADP
cet-3944	124	26	bof	bof	X
cet-3944	124	27	endpoint	endpoint	PROPN
cet-3944	124	28	prediction	prediction	NOUN
cet-3944	124	29	,	,	PUNCT
cet-3944	124	30	engineering	engineering	NOUN
cet-3944	124	31	applications	application	NOUN
cet-3944	124	32	of	of	ADP
cet-3944	124	33	artificial	artificial	ADJ
cet-3944	124	34	intelligence	intelligence	NOUN
cet-3944	124	35	23,1012	23,1012	NUM
cet-3944	124	36	-	-	PUNCT
cet-3944	124	37	1018	1018	NUM
cet-3944	124	38	,	,	PUNCT
cet-3944	124	39	doi	doi	NOUN
cet-3944	124	40	:	:	PUNCT
cet-3944	125	1	10.1016	10.1016	NUM
cet-3944	125	2	/	/	SYM
cet-3944	125	3	j.engappai.2009.12.007	j.engappai.2009.12.007	PROPN
cet-3944	125	4	.	.	PUNCT
cet-3944	126	1	xie	xie	PROPN
cet-3944	126	2	s.m	s.m	PROPN
cet-3944	126	3	.	.	PROPN
cet-3944	126	4	,	,	PUNCT
cet-3944	126	5	sun	sun	PROPN
cet-3944	126	6	k.	k.	PROPN
cet-3944	126	7	,	,	PUNCT
cet-3944	126	8	chen	chen	PROPN
cet-3944	126	9	c.	c.	PROPN
cet-3944	126	10	,	,	PUNCT
cet-3944	126	11	2006	2006	NUM
cet-3944	126	12	,	,	PUNCT
cet-3944	126	13	bof	bof	PROPN
cet-3944	126	14	endpoint	endpoint	PROPN
cet-3944	126	15	prediction	prediction	NOUN
cet-3944	126	16	based	base	VERB
cet-3944	126	17	on	on	ADP
cet-3944	126	18	rbf	rbf	PROPN
cet-3944	126	19	neural	neural	ADJ
cet-3944	126	20	network	network	PROPN
cet-3944	126	21	,	,	PUNCT
cet-3944	126	22	journal	journal	NOUN
cet-3944	126	23	of	of	ADP
cet-3944	126	24	shenyang	shenyang	PROPN
cet-3944	126	25	university	university	PROPN
cet-3944	126	26	of	of	ADP
cet-3944	126	27	technology	technology	PROPN
cet-3944	126	28	4,405	4,405	NUM
cet-3944	126	29	-	-	SYM
cet-3944	126	30	408	408	NUM
cet-3944	126	31	,	,	PUNCT
cet-3944	126	32	doi	doi	NOUN
cet-3944	126	33	:	:	PUNCT
cet-3944	126	34	10.3969	10.3969	NUM
cet-3944	126	35	/	/	SYM
cet-3944	126	36	j.issn.1000	j.issn.1000	PROPN
cet-3944	126	37	-	-	PUNCT
cet-3944	126	38	1646.2006.04.012	1646.2006.04.012	PROPN
cet-3944	126	39	.	.	PUNCT
cet-3944	126	40	yu	yu	PROPN
cet-3944	126	41	y.j	y.j	PROPN
cet-3944	126	42	.	.	PROPN
cet-3944	126	43	,	,	PUNCT
cet-3944	126	44	jiang	jiang	PROPN
cet-3944	126	45	w.g	w.g	PROPN
cet-3944	126	46	.	.	PROPN
cet-3944	126	47	,	,	PUNCT
cet-3944	126	48	xu	xu	PROPN
cet-3944	127	1	m.f	m.f	PROPN
cet-3944	127	2	.	.	PROPN
cet-3944	127	3	,	,	PUNCT
cet-3944	127	4	2011	2011	NUM
cet-3944	127	5	,	,	PUNCT
cet-3944	127	6	prediction	prediction	NOUN
cet-3944	127	7	of	of	ADP
cet-3944	127	8	chlorophyll	chlorophyll	NOUN
cet-3944	127	9	a	a	PRON
cet-3944	127	10	by	by	ADP
cet-3944	127	11	bp	bp	PROPN
cet-3944	127	12	neural	neural	ADJ
cet-3944	127	13	network	network	NOUN
cet-3944	127	14	based	base	VERB
cet-3944	127	15	on	on	ADP
cet-3944	127	16	pso	pso	NOUN
cet-3944	127	17	algorithm	algorithm	NOUN
cet-3944	127	18	,	,	PUNCT
cet-3944	127	19	research	research	NOUN
cet-3944	127	20	of	of	ADP
cet-3944	127	21	environmental	environmental	ADJ
cet-3944	127	22	sciences	science	NOUN
cet-3944	127	23	5	5	NUM
cet-3944	127	24	,	,	PUNCT
cet-3944	127	25	526	526	NUM
cet-3944	127	26	-	-	SYM
cet-3944	127	27	532	532	NUM
cet-3944	127	28	.	.	PUNCT
cet-3944	128	1	zhen	zhen	PROPN
cet-3944	128	2	y.p	y.p	PROPN
cet-3944	128	3	.	.	PROPN
cet-3944	128	4	,	,	PUNCT
cet-3944	128	5	feng	feng	PROPN
cet-3944	128	6	j.h	j.h	PROPN
cet-3944	128	7	.	.	PROPN
cet-3944	128	8	,	,	PUNCT
cet-3944	128	9	2007	2007	NUM
cet-3944	128	10	,	,	PUNCT
cet-3944	128	11	static	static	ADJ
cet-3944	128	12	prediction	prediction	NOUN
cet-3944	128	13	model	model	NOUN
cet-3944	128	14	of	of	ADP
cet-3944	128	15	mn	mn	PROPN
cet-3944	128	16	&	&	CCONJ
cet-3944	128	17	p	p	PROPN
cet-3944	128	18	endpoint	endpoint	NOUN
cet-3944	128	19	content	content	NOUN
cet-3944	128	20	for	for	ADP
cet-3944	128	21	converter	converter	NOUN
cet-3944	128	22	smelting	smelting	NOUN
cet-3944	128	23	based	base	VERB
cet-3944	128	24	on	on	ADP
cet-3944	128	25	neural	neural	ADJ
cet-3944	128	26	network	network	NOUN
cet-3944	128	27	,	,	PUNCT
cet-3944	128	28	journal	journal	NOUN
cet-3944	128	29	of	of	ADP
cet-3944	128	30	hebei	hebei	PROPN
cet-3944	128	31	institute	institute	PROPN
cet-3944	128	32	of	of	ADP
cet-3944	128	33	technology	technology	PROPN
cet-3944	128	34	29(2	29(2	NOUN
cet-3944	128	35	)	)	PUNCT
cet-3944	128	36	,	,	PUNCT
cet-3944	128	37	16	16	NUM
cet-3944	128	38	-	-	SYM
cet-3944	128	39	19	19	NUM
cet-3944	128	40	,	,	PUNCT
cet-3944	128	41	doi	doi	NOUN
cet-3944	128	42	:	:	PUNCT
cet-3944	128	43	10.3969	10.3969	NUM
cet-3944	128	44	/	/	SYM
cet-3944	128	45	j.issn.16740262.2007.02.005	j.issn.16740262.2007.02.005	NOUN
cet-3944	128	46	.	.	PUNCT
cet-3944	129	1	480	480	NUM