id	sid	tid	token	lemma	pos
cet-1162	1	1	microsoft	microsoft	PROPN
cet-1162	1	2	word	word	PROPN
cet-1162	1	3	cet--006.docx	cet--006.docx	PROPN
cet-1162	1	4	chemical	chemical	PROPN
cet-1162	1	5	engineering	engineering	NOUN
cet-1162	1	6	transactions	transaction	NOUN
cet-1162	1	7	vol	vol	NOUN
cet-1162	1	8	.	.	PROPN
cet-1162	1	9	59	59	NUM
cet-1162	1	10	,	,	PUNCT
cet-1162	1	11	2017	2017	NUM
cet-1162	1	12	a	a	DET
cet-1162	1	13	publication	publication	NOUN
cet-1162	1	14	of	of	ADP
cet-1162	1	15	the	the	DET
cet-1162	1	16	italian	italian	ADJ
cet-1162	1	17	association	association	NOUN
cet-1162	1	18	of	of	ADP
cet-1162	1	19	chemical	chemical	PROPN
cet-1162	1	20	engineering	engineering	NOUN
cet-1162	1	21	online	online	ADV
cet-1162	1	22	at	at	ADP
cet-1162	1	23	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-1162	1	24	guest	guest	NOUN
cet-1162	1	25	editors	editor	NOUN
cet-1162	1	26	:	:	PUNCT
cet-1162	1	27	zhuo	zhuo	PROPN
cet-1162	1	28	yang	yang	PROPN
cet-1162	1	29	,	,	PUNCT
cet-1162	1	30	junjie	junjie	PROPN
cet-1162	1	31	ba	ba	PROPN
cet-1162	1	32	,	,	PUNCT
cet-1162	1	33	jing	je	VERB
cet-1162	1	34	pan	pan	PROPN
cet-1162	1	35	copyright	copyright	NOUN
cet-1162	1	36	©	©	PROPN
cet-1162	1	37	2017	2017	NUM
cet-1162	1	38	,	,	PUNCT
cet-1162	1	39	aidic	aidic	ADJ
cet-1162	1	40	servizi	servizi	PROPN
cet-1162	1	41	s.r.l	s.r.l	PROPN
cet-1162	1	42	.	.	PUNCT
cet-1162	2	1	isbn	isbn	ADJ
cet-1162	2	2	978	978	NUM
cet-1162	2	3	-	-	SYM
cet-1162	2	4	88	88	NUM
cet-1162	2	5	-	-	PUNCT
cet-1162	2	6	9560849	9560849	NUM
cet-1162	2	7	-	-	SYM
cet-1162	2	8	5	5	NUM
cet-1162	2	9	;	;	PUNCT
cet-1162	2	10	issn	issn	PROPN
cet-1162	2	11	2283	2283	NUM
cet-1162	2	12	-	-	SYM
cet-1162	2	13	9216	9216	NUM
cet-1162	2	14	research	research	NOUN
cet-1162	2	15	on	on	ADP
cet-1162	2	16	distribution	distribution	NOUN
cet-1162	2	17	management	management	NOUN
cet-1162	2	18	information	information	NOUN
cet-1162	2	19	platform	platform	NOUN
cet-1162	2	20	of	of	ADP
cet-1162	2	21	chemical	chemical	NOUN
cet-1162	2	22	products	product	NOUN
cet-1162	2	23	based	base	VERB
cet-1162	2	24	on	on	ADP
cet-1162	2	25	gis	gis	PROPN
cet-1162	2	26	wenxin	wenxin	PROPN
cet-1162	2	27	sun	sun	PROPN
cet-1162	2	28	hebi	hebi	PROPN
cet-1162	2	29	polytechnic	polytechnic	PROPN
cet-1162	2	30	,	,	PUNCT
cet-1162	2	31	hebi	hebi	PROPN
cet-1162	2	32	458030	458030	NUM
cet-1162	2	33	,	,	PUNCT
cet-1162	2	34	china	china	PROPN
cet-1162	2	35	sunwxin126@126.com	sunwxin126@126.com	VERB
cet-1162	2	36	with	with	ADP
cet-1162	2	37	the	the	DET
cet-1162	2	38	development	development	NOUN
cet-1162	2	39	of	of	ADP
cet-1162	2	40	chemical	chemical	NOUN
cet-1162	2	41	industry	industry	NOUN
cet-1162	2	42	and	and	CCONJ
cet-1162	2	43	the	the	DET
cet-1162	2	44	continuous	continuous	ADJ
cet-1162	2	45	improvement	improvement	NOUN
cet-1162	2	46	of	of	ADP
cet-1162	2	47	infrastructure	infrastructure	NOUN
cet-1162	2	48	,	,	PUNCT
cet-1162	2	49	logistics	logistic	NOUN
cet-1162	2	50	is	be	AUX
cet-1162	2	51	becoming	become	VERB
cet-1162	2	52	more	more	ADV
cet-1162	2	53	and	and	CCONJ
cet-1162	2	54	more	more	ADV
cet-1162	2	55	important	important	ADJ
cet-1162	2	56	in	in	ADP
cet-1162	2	57	the	the	DET
cet-1162	2	58	national	national	ADJ
cet-1162	2	59	economy	economy	NOUN
cet-1162	2	60	.	.	PUNCT
cet-1162	3	1	the	the	DET
cet-1162	3	2	problem	problem	NOUN
cet-1162	3	3	of	of	ADP
cet-1162	3	4	vehicle	vehicle	NOUN
cet-1162	3	5	routing	routing	NOUN
cet-1162	3	6	has	have	AUX
cet-1162	3	7	been	be	AUX
cet-1162	3	8	widely	widely	ADV
cet-1162	3	9	used	use	VERB
cet-1162	3	10	in	in	ADP
cet-1162	3	11	transportation	transportation	NOUN
cet-1162	3	12	,	,	PUNCT
cet-1162	3	13	logistics	logistic	NOUN
cet-1162	3	14	,	,	PUNCT
cet-1162	3	15	vehicles	vehicle	NOUN
cet-1162	3	16	scheduling	scheduling	NOUN
cet-1162	3	17	and	and	CCONJ
cet-1162	3	18	industrial	industrial	ADJ
cet-1162	3	19	production	production	NOUN
cet-1162	3	20	.	.	PUNCT
cet-1162	4	1	a	a	DET
cet-1162	4	2	reasonable	reasonable	ADJ
cet-1162	4	3	distribution	distribution	NOUN
cet-1162	4	4	route	route	NOUN
cet-1162	4	5	can	can	AUX
cet-1162	4	6	improve	improve	VERB
cet-1162	4	7	the	the	DET
cet-1162	4	8	efficiency	efficiency	NOUN
cet-1162	4	9	of	of	ADP
cet-1162	4	10	logistics	logistic	NOUN
cet-1162	4	11	distribution	distribution	NOUN
cet-1162	4	12	and	and	CCONJ
cet-1162	4	13	reduce	reduce	VERB
cet-1162	4	14	the	the	DET
cet-1162	4	15	cost	cost	NOUN
cet-1162	4	16	.	.	PUNCT
cet-1162	5	1	because	because	SCONJ
cet-1162	5	2	of	of	ADP
cet-1162	5	3	its	its	PRON
cet-1162	5	4	particularity	particularity	NOUN
cet-1162	5	5	,	,	PUNCT
cet-1162	5	6	the	the	DET
cet-1162	5	7	chemical	chemical	NOUN
cet-1162	5	8	products	product	NOUN
cet-1162	5	9	have	have	VERB
cet-1162	5	10	higher	high	ADJ
cet-1162	5	11	requirements	requirement	NOUN
cet-1162	5	12	for	for	ADP
cet-1162	5	13	the	the	DET
cet-1162	5	14	vehicle	vehicle	NOUN
cet-1162	5	15	flow	flow	NOUN
cet-1162	5	16	,	,	PUNCT
cet-1162	5	17	road	road	NOUN
cet-1162	5	18	condition	condition	NOUN
cet-1162	5	19	and	and	CCONJ
cet-1162	5	20	total	total	ADJ
cet-1162	5	21	mileage	mileage	NOUN
cet-1162	5	22	of	of	ADP
cet-1162	5	23	the	the	DET
cet-1162	5	24	delivery	delivery	NOUN
cet-1162	5	25	route	route	NOUN
cet-1162	5	26	.	.	PUNCT
cet-1162	6	1	in	in	ADP
cet-1162	6	2	this	this	DET
cet-1162	6	3	paper	paper	NOUN
cet-1162	6	4	,	,	PUNCT
cet-1162	6	5	a	a	DET
cet-1162	6	6	dynamic	dynamic	ADJ
cet-1162	6	7	particle	particle	NOUN
cet-1162	6	8	swarm	swarm	NOUN
cet-1162	6	9	optimization	optimization	NOUN
cet-1162	6	10	algorithm	algorithm	NOUN
cet-1162	6	11	is	be	AUX
cet-1162	6	12	proposed	propose	VERB
cet-1162	6	13	by	by	ADP
cet-1162	6	14	introducing	introduce	VERB
cet-1162	6	15	the	the	DET
cet-1162	6	16	dynamic	dynamic	ADJ
cet-1162	6	17	inertia	inertia	NOUN
cet-1162	6	18	weight	weight	NOUN
cet-1162	6	19	coefficient	coefficient	NOUN
cet-1162	6	20	,	,	PUNCT
cet-1162	6	21	which	which	PRON
cet-1162	6	22	balances	balance	VERB
cet-1162	6	23	the	the	DET
cet-1162	6	24	global	global	ADJ
cet-1162	6	25	search	search	NOUN
cet-1162	6	26	ability	ability	NOUN
cet-1162	6	27	and	and	CCONJ
cet-1162	6	28	the	the	DET
cet-1162	6	29	local	local	ADJ
cet-1162	6	30	search	search	NOUN
cet-1162	6	31	ability	ability	NOUN
cet-1162	6	32	.	.	PUNCT
cet-1162	7	1	firstly	firstly	ADV
cet-1162	7	2	,	,	PUNCT
cet-1162	7	3	the	the	DET
cet-1162	7	4	theory	theory	NOUN
cet-1162	7	5	of	of	ADP
cet-1162	7	6	traditional	traditional	ADJ
cet-1162	7	7	particle	particle	NOUN
cet-1162	7	8	swarm	swarm	NOUN
cet-1162	7	9	optimization	optimization	NOUN
cet-1162	7	10	(	(	PUNCT
cet-1162	7	11	pso	pso	NOUN
cet-1162	7	12	)	)	PUNCT
cet-1162	7	13	is	be	AUX
cet-1162	7	14	introduced	introduce	VERB
cet-1162	7	15	.	.	PUNCT
cet-1162	8	1	secondly	secondly	ADV
cet-1162	8	2	,	,	PUNCT
cet-1162	8	3	by	by	ADP
cet-1162	8	4	optimizing	optimize	VERB
cet-1162	8	5	the	the	DET
cet-1162	8	6	traditional	traditional	ADJ
cet-1162	8	7	weighting	weighting	NOUN
cet-1162	8	8	coefficients	coefficient	NOUN
cet-1162	8	9	,	,	PUNCT
cet-1162	8	10	we	we	PRON
cet-1162	8	11	propose	propose	VERB
cet-1162	8	12	a	a	DET
cet-1162	8	13	dynamic	dynamic	ADJ
cet-1162	8	14	particle	particle	NOUN
cet-1162	8	15	swarm	swarm	NOUN
cet-1162	8	16	optimization	optimization	NOUN
cet-1162	8	17	algorithm	algorithm	NOUN
cet-1162	8	18	,	,	PUNCT
cet-1162	8	19	which	which	PRON
cet-1162	8	20	improves	improve	VERB
cet-1162	8	21	the	the	DET
cet-1162	8	22	convergence	convergence	NOUN
cet-1162	8	23	speed	speed	NOUN
cet-1162	8	24	effectively	effectively	ADV
cet-1162	8	25	.	.	PUNCT
cet-1162	9	1	thirdly	thirdly	ADV
cet-1162	9	2	,	,	PUNCT
cet-1162	9	3	based	base	VERB
cet-1162	9	4	on	on	ADP
cet-1162	9	5	the	the	DET
cet-1162	9	6	spatial	spatial	ADJ
cet-1162	9	7	geographic	geographic	ADJ
cet-1162	9	8	information	information	NOUN
cet-1162	9	9	technology	technology	NOUN
cet-1162	9	10	(	(	PUNCT
cet-1162	9	11	gis	gis	PROPN
cet-1162	9	12	)	)	PUNCT
cet-1162	9	13	,	,	PUNCT
cet-1162	9	14	the	the	DET
cet-1162	9	15	distribution	distribution	NOUN
cet-1162	9	16	management	management	NOUN
cet-1162	9	17	information	information	NOUN
cet-1162	9	18	platform	platform	NOUN
cet-1162	9	19	of	of	ADP
cet-1162	9	20	chemical	chemical	NOUN
cet-1162	9	21	products	product	NOUN
cet-1162	9	22	is	be	AUX
cet-1162	9	23	designed	design	VERB
cet-1162	9	24	in	in	ADP
cet-1162	9	25	detail	detail	NOUN
cet-1162	9	26	.	.	PUNCT
cet-1162	10	1	finally	finally	ADV
cet-1162	10	2	,	,	PUNCT
cet-1162	10	3	the	the	DET
cet-1162	10	4	path	path	NOUN
cet-1162	10	5	optimization	optimization	NOUN
cet-1162	10	6	algorithm	algorithm	NOUN
cet-1162	10	7	proposed	propose	VERB
cet-1162	10	8	in	in	ADP
cet-1162	10	9	this	this	DET
cet-1162	10	10	paper	paper	NOUN
cet-1162	10	11	is	be	AUX
cet-1162	10	12	simulated	simulate	VERB
cet-1162	10	13	and	and	CCONJ
cet-1162	10	14	verified	verify	VERB
cet-1162	10	15	.	.	PUNCT
cet-1162	11	1	the	the	DET
cet-1162	11	2	results	result	NOUN
cet-1162	11	3	show	show	VERB
cet-1162	11	4	that	that	SCONJ
cet-1162	11	5	the	the	DET
cet-1162	11	6	improved	improved	ADJ
cet-1162	11	7	algorithm	algorithm	NOUN
cet-1162	11	8	can	can	AUX
cet-1162	11	9	quickly	quickly	ADV
cet-1162	11	10	and	and	CCONJ
cet-1162	11	11	effectively	effectively	ADV
cet-1162	11	12	determine	determine	VERB
cet-1162	11	13	the	the	DET
cet-1162	11	14	delivery	delivery	NOUN
cet-1162	11	15	route	route	NOUN
cet-1162	11	16	,	,	PUNCT
cet-1162	11	17	which	which	PRON
cet-1162	11	18	has	have	VERB
cet-1162	11	19	great	great	ADJ
cet-1162	11	20	application	application	NOUN
cet-1162	11	21	value	value	NOUN
cet-1162	11	22	.	.	PUNCT
cet-1162	12	1	1	1	X
cet-1162	12	2	.	.	X
cet-1162	12	3	introduction	introduction	NOUN
cet-1162	12	4	the	the	DET
cet-1162	12	5	distribution	distribution	NOUN
cet-1162	12	6	of	of	ADP
cet-1162	12	7	chemical	chemical	ADJ
cet-1162	12	8	products	product	NOUN
cet-1162	12	9	is	be	AUX
cet-1162	12	10	not	not	PART
cet-1162	12	11	only	only	ADV
cet-1162	12	12	the	the	DET
cet-1162	12	13	simple	simple	ADJ
cet-1162	12	14	transportation	transportation	NOUN
cet-1162	12	15	of	of	ADP
cet-1162	12	16	chemical	chemical	NOUN
cet-1162	12	17	products	product	NOUN
cet-1162	12	18	,	,	PUNCT
cet-1162	12	19	but	but	CCONJ
cet-1162	12	20	also	also	ADV
cet-1162	12	21	needs	need	VERB
cet-1162	12	22	to	to	PART
cet-1162	12	23	be	be	AUX
cet-1162	12	24	considered	consider	VERB
cet-1162	12	25	comprehensively	comprehensively	ADV
cet-1162	12	26	from	from	ADP
cet-1162	12	27	the	the	DET
cet-1162	12	28	aspects	aspect	NOUN
cet-1162	12	29	of	of	ADP
cet-1162	12	30	safety	safety	NOUN
cet-1162	12	31	,	,	PUNCT
cet-1162	12	32	timeliness	timeliness	NOUN
cet-1162	12	33	and	and	CCONJ
cet-1162	12	34	economy	economy	NOUN
cet-1162	12	35	.	.	PUNCT
cet-1162	13	1	the	the	DET
cet-1162	13	2	efficient	efficient	ADJ
cet-1162	13	3	delivery	delivery	NOUN
cet-1162	13	4	process	process	NOUN
cet-1162	13	5	of	of	ADP
cet-1162	13	6	chemical	chemical	NOUN
cet-1162	13	7	products	product	NOUN
cet-1162	13	8	has	have	AUX
cet-1162	13	9	become	become	VERB
cet-1162	13	10	a	a	DET
cet-1162	13	11	cross	cross	NOUN
cet-1162	13	12	fusion	fusion	NOUN
cet-1162	13	13	industry	industry	NOUN
cet-1162	13	14	integrating	integrate	VERB
cet-1162	13	15	internet	internet	NOUN
cet-1162	13	16	of	of	ADP
cet-1162	13	17	things	thing	NOUN
cet-1162	13	18	,	,	PUNCT
cet-1162	13	19	navigation	navigation	NOUN
cet-1162	13	20	,	,	PUNCT
cet-1162	13	21	positioning	positioning	NOUN
cet-1162	13	22	,	,	PUNCT
cet-1162	13	23	intelligent	intelligent	ADJ
cet-1162	13	24	transportation	transportation	NOUN
cet-1162	13	25	and	and	CCONJ
cet-1162	13	26	other	other	ADJ
cet-1162	13	27	new	new	ADJ
cet-1162	13	28	technologies	technology	NOUN
cet-1162	13	29	(	(	PUNCT
cet-1162	13	30	zhou	zhou	PROPN
cet-1162	13	31	,	,	PUNCT
cet-1162	13	32	2010	2010	NUM
cet-1162	13	33	)	)	PUNCT
cet-1162	13	34	.	.	PUNCT
cet-1162	14	1	as	as	ADP
cet-1162	14	2	a	a	DET
cet-1162	14	3	key	key	ADJ
cet-1162	14	4	problem	problem	NOUN
cet-1162	14	5	in	in	ADP
cet-1162	14	6	the	the	DET
cet-1162	14	7	field	field	NOUN
cet-1162	14	8	of	of	ADP
cet-1162	14	9	logistics	logistic	NOUN
cet-1162	14	10	and	and	CCONJ
cet-1162	14	11	distribution	distribution	NOUN
cet-1162	14	12	,	,	PUNCT
cet-1162	14	13	vehicle	vehicle	NOUN
cet-1162	14	14	scheduling	scheduling	NOUN
cet-1162	14	15	management	management	NOUN
cet-1162	14	16	has	have	AUX
cet-1162	14	17	been	be	AUX
cet-1162	14	18	a	a	DET
cet-1162	14	19	research	research	NOUN
cet-1162	14	20	hotspot	hotspot	NOUN
cet-1162	14	21	in	in	ADP
cet-1162	14	22	the	the	DET
cet-1162	14	23	field	field	NOUN
cet-1162	14	24	of	of	ADP
cet-1162	14	25	logistics	logistic	NOUN
cet-1162	14	26	,	,	PUNCT
cet-1162	14	27	and	and	CCONJ
cet-1162	14	28	many	many	ADJ
cet-1162	14	29	excellent	excellent	ADJ
cet-1162	14	30	path	path	NOUN
cet-1162	14	31	scale	scale	NOUN
cet-1162	14	32	models	model	NOUN
cet-1162	14	33	and	and	CCONJ
cet-1162	14	34	algorithms	algorithm	NOUN
cet-1162	14	35	have	have	AUX
cet-1162	14	36	been	be	AUX
cet-1162	14	37	put	put	VERB
cet-1162	14	38	proposed	propose	VERB
cet-1162	14	39	.	.	PUNCT
cet-1162	15	1	li	li	PROPN
cet-1162	15	2	et	et	PROPN
cet-1162	15	3	al	al	PROPN
cet-1162	15	4	.	.	PROPN
cet-1162	15	5	,	,	PUNCT
cet-1162	15	6	(	(	PUNCT
cet-1162	15	7	1998	1998	NUM
cet-1162	15	8	)	)	PUNCT
cet-1162	15	9	sets	set	VERB
cet-1162	15	10	the	the	DET
cet-1162	15	11	evaluation	evaluation	NOUN
cet-1162	15	12	function	function	NOUN
cet-1162	15	13	on	on	ADP
cet-1162	15	14	the	the	DET
cet-1162	15	15	time	time	NOUN
cet-1162	15	16	window	window	NOUN
cet-1162	15	17	constraint	constraint	NOUN
cet-1162	15	18	,	,	PUNCT
cet-1162	15	19	and	and	CCONJ
cet-1162	15	20	applies	apply	VERB
cet-1162	15	21	the	the	DET
cet-1162	15	22	nearest	near	ADJ
cet-1162	15	23	distance	distance	NOUN
cet-1162	15	24	heuristic	heuristic	ADJ
cet-1162	15	25	algorithm	algorithm	NOUN
cet-1162	15	26	to	to	PART
cet-1162	15	27	solve	solve	VERB
cet-1162	15	28	the	the	DET
cet-1162	15	29	simple	simple	ADJ
cet-1162	15	30	vehicle	vehicle	NOUN
cet-1162	15	31	routing	routing	NOUN
cet-1162	15	32	problem	problem	NOUN
cet-1162	15	33	.	.	PUNCT
cet-1162	16	1	liu	liu	PROPN
cet-1162	16	2	et	et	PROPN
cet-1162	16	3	al	al	PROPN
cet-1162	16	4	.	.	PROPN
cet-1162	16	5	,	,	PUNCT
cet-1162	16	6	(	(	PUNCT
cet-1162	16	7	2004	2004	NUM
cet-1162	16	8	)	)	PUNCT
cet-1162	16	9	gets	get	VERB
cet-1162	16	10	a	a	DET
cet-1162	16	11	good	good	ADJ
cet-1162	16	12	result	result	NOUN
cet-1162	16	13	by	by	ADP
cet-1162	16	14	using	use	VERB
cet-1162	16	15	simulated	simulate	VERB
cet-1162	16	16	annealing	anneal	VERB
cet-1162	16	17	algorithm	algorithm	NOUN
cet-1162	16	18	on	on	ADP
cet-1162	16	19	vehicle	vehicle	NOUN
cet-1162	16	20	routing	routing	NOUN
cet-1162	16	21	problem	problem	NOUN
cet-1162	16	22	with	with	ADP
cet-1162	16	23	stochastic	stochastic	ADJ
cet-1162	16	24	demand	demand	NOUN
cet-1162	16	25	of	of	ADP
cet-1162	16	26	two	two	NUM
cet-1162	16	27	models	model	NOUN
cet-1162	16	28	.	.	PUNCT
cet-1162	17	1	yuan	yuan	NOUN
cet-1162	17	2	et	et	PROPN
cet-1162	17	3	al	al	PROPN
cet-1162	17	4	.	.	PROPN
cet-1162	17	5	,	,	PUNCT
cet-1162	17	6	(	(	PUNCT
cet-1162	17	7	2003	2003	NUM
cet-1162	17	8	)	)	PUNCT
cet-1162	17	9	uses	use	VERB
cet-1162	17	10	neural	neural	ADJ
cet-1162	17	11	network	network	NOUN
cet-1162	17	12	algorithm	algorithm	NOUN
cet-1162	17	13	to	to	PART
cet-1162	17	14	solve	solve	VERB
cet-1162	17	15	vehicle	vehicle	NOUN
cet-1162	17	16	routing	routing	NOUN
cet-1162	17	17	problem	problem	NOUN
cet-1162	17	18	,	,	PUNCT
cet-1162	17	19	which	which	PRON
cet-1162	17	20	is	be	AUX
cet-1162	17	21	proved	prove	VERB
cet-1162	17	22	to	to	PART
cet-1162	17	23	be	be	AUX
cet-1162	17	24	a	a	DET
cet-1162	17	25	good	good	ADJ
cet-1162	17	26	method	method	NOUN
cet-1162	17	27	.	.	PUNCT
cet-1162	18	1	bernd	bernd	PROPN
cet-1162	18	2	et	et	PROPN
cet-1162	18	3	al	al	PROPN
cet-1162	18	4	.	.	PROPN
cet-1162	18	5	,	,	PUNCT
cet-1162	18	6	(	(	PUNCT
cet-1162	18	7	1999	1999	NUM
cet-1162	18	8	)	)	PUNCT
cet-1162	18	9	designs	design	VERB
cet-1162	18	10	a	a	DET
cet-1162	18	11	special	special	ADJ
cet-1162	18	12	ant	ant	ADJ
cet-1162	18	13	colony	colony	NOUN
cet-1162	18	14	transfer	transfer	NOUN
cet-1162	18	15	strategy	strategy	NOUN
cet-1162	18	16	for	for	ADP
cet-1162	18	17	vehicle	vehicle	NOUN
cet-1162	18	18	routing	routing	NOUN
cet-1162	18	19	problem	problem	NOUN
cet-1162	18	20	,	,	PUNCT
cet-1162	18	21	and	and	CCONJ
cet-1162	18	22	optimizes	optimize	VERB
cet-1162	18	23	the	the	DET
cet-1162	18	24	route	route	NOUN
cet-1162	18	25	with	with	ADP
cet-1162	18	26	2	2	NUM
cet-1162	18	27	-	-	PUNCT
cet-1162	18	28	opt	opt	NOUN
cet-1162	18	29	algorithm	algorithm	NOUN
cet-1162	18	30	.	.	PUNCT
cet-1162	19	1	gambardella	gambardella	PROPN
cet-1162	19	2	et	et	PROPN
cet-1162	19	3	al	al	PROPN
cet-1162	19	4	.	.	PROPN
cet-1162	19	5	,	,	PUNCT
cet-1162	19	6	(	(	PUNCT
cet-1162	19	7	1999	1999	NUM
cet-1162	19	8	)	)	PUNCT
cet-1162	19	9	applies	apply	VERB
cet-1162	19	10	the	the	DET
cet-1162	19	11	ant	ant	ADJ
cet-1162	19	12	colony	colony	NOUN
cet-1162	19	13	algorithm	algorithm	NOUN
cet-1162	19	14	to	to	ADP
cet-1162	19	15	the	the	DET
cet-1162	19	16	vehicle	vehicle	NOUN
cet-1162	19	17	routing	routing	NOUN
cet-1162	19	18	problem	problem	NOUN
cet-1162	19	19	with	with	ADP
cet-1162	19	20	time	time	NOUN
cet-1162	19	21	windows	window	NOUN
cet-1162	19	22	,	,	PUNCT
cet-1162	19	23	and	and	CCONJ
cet-1162	19	24	creatively	creatively	ADV
cet-1162	19	25	designs	design	VERB
cet-1162	19	26	two	two	NUM
cet-1162	19	27	populations	population	NOUN
cet-1162	19	28	,	,	PUNCT
cet-1162	19	29	which	which	PRON
cet-1162	19	30	are	be	AUX
cet-1162	19	31	used	use	VERB
cet-1162	19	32	to	to	PART
cet-1162	19	33	optimize	optimize	VERB
cet-1162	19	34	the	the	DET
cet-1162	19	35	total	total	ADJ
cet-1162	19	36	route	route	NOUN
cet-1162	19	37	length	length	NOUN
cet-1162	19	38	and	and	CCONJ
cet-1162	19	39	the	the	DET
cet-1162	19	40	total	total	ADJ
cet-1162	19	41	vehicle	vehicle	NOUN
cet-1162	19	42	number	number	NOUN
cet-1162	19	43	.	.	PUNCT
cet-1162	20	1	the	the	DET
cet-1162	20	2	spatial	spatial	ADJ
cet-1162	20	3	geographic	geographic	ADJ
cet-1162	20	4	information	information	NOUN
cet-1162	20	5	technology	technology	NOUN
cet-1162	20	6	is	be	AUX
cet-1162	20	7	an	an	DET
cet-1162	20	8	important	important	ADJ
cet-1162	20	9	means	mean	NOUN
cet-1162	20	10	in	in	ADP
cet-1162	20	11	the	the	DET
cet-1162	20	12	process	process	NOUN
cet-1162	20	13	of	of	ADP
cet-1162	20	14	distribution	distribution	NOUN
cet-1162	20	15	management	management	NOUN
cet-1162	20	16	informatization	informatization	NOUN
cet-1162	20	17	.	.	PUNCT
cet-1162	21	1	since	since	SCONJ
cet-1162	21	2	the	the	DET
cet-1162	21	3	management	management	NOUN
cet-1162	21	4	platform	platform	NOUN
cet-1162	21	5	based	base	VERB
cet-1162	21	6	on	on	ADP
cet-1162	21	7	gis	gis	PROPN
cet-1162	21	8	is	be	AUX
cet-1162	21	9	mainly	mainly	ADV
cet-1162	21	10	input	input	NOUN
cet-1162	21	11	and	and	CCONJ
cet-1162	21	12	output	output	NOUN
cet-1162	21	13	in	in	ADP
cet-1162	21	14	the	the	DET
cet-1162	21	15	form	form	NOUN
cet-1162	21	16	of	of	ADP
cet-1162	21	17	digital	digital	ADJ
cet-1162	21	18	map	map	NOUN
cet-1162	21	19	,	,	PUNCT
cet-1162	21	20	the	the	DET
cet-1162	21	21	operation	operation	NOUN
cet-1162	21	22	is	be	AUX
cet-1162	21	23	intuitive	intuitive	ADJ
cet-1162	21	24	and	and	CCONJ
cet-1162	21	25	easy	easy	ADJ
cet-1162	21	26	to	to	PART
cet-1162	21	27	understand	understand	VERB
cet-1162	21	28	,	,	PUNCT
cet-1162	21	29	which	which	PRON
cet-1162	21	30	can	can	AUX
cet-1162	21	31	be	be	AUX
cet-1162	21	32	easily	easily	ADV
cet-1162	21	33	accepted	accept	VERB
cet-1162	21	34	by	by	ADP
cet-1162	21	35	the	the	DET
cet-1162	21	36	users	user	NOUN
cet-1162	21	37	.	.	PUNCT
cet-1162	22	1	many	many	ADJ
cet-1162	22	2	excellent	excellent	ADJ
cet-1162	22	3	management	management	NOUN
cet-1162	22	4	tools	tool	NOUN
cet-1162	22	5	have	have	AUX
cet-1162	22	6	introduced	introduce	VERB
cet-1162	22	7	gis	gis	PROPN
cet-1162	22	8	technology	technology	NOUN
cet-1162	22	9	.	.	PUNCT
cet-1162	23	1	li	li	PROPN
cet-1162	23	2	et	et	PROPN
cet-1162	23	3	al	al	PROPN
cet-1162	23	4	.	.	PROPN
cet-1162	23	5	,	,	PUNCT
cet-1162	23	6	(	(	PUNCT
cet-1162	23	7	2010	2010	NUM
cet-1162	23	8	)	)	PUNCT
cet-1162	23	9	combines	combine	VERB
cet-1162	23	10	the	the	DET
cet-1162	23	11	intelligent	intelligent	ADJ
cet-1162	23	12	optimization	optimization	NOUN
cet-1162	23	13	algorithm	algorithm	NOUN
cet-1162	23	14	with	with	ADP
cet-1162	23	15	the	the	DET
cet-1162	23	16	gis	gis	PROPN
cet-1162	23	17	spatial	spatial	ADJ
cet-1162	23	18	analysis	analysis	NOUN
cet-1162	23	19	technology	technology	NOUN
cet-1162	23	20	,	,	PUNCT
cet-1162	23	21	which	which	PRON
cet-1162	23	22	can	can	AUX
cet-1162	23	23	provide	provide	VERB
cet-1162	23	24	some	some	DET
cet-1162	23	25	decision	decision	NOUN
cet-1162	23	26	reference	reference	NOUN
cet-1162	23	27	for	for	ADP
cet-1162	23	28	the	the	DET
cet-1162	23	29	spatial	spatial	ADJ
cet-1162	23	30	optimization	optimization	NOUN
cet-1162	23	31	decision	decision	NOUN
cet-1162	23	32	problem	problem	NOUN
cet-1162	23	33	.	.	PUNCT
cet-1162	24	1	mi	mi	PROPN
cet-1162	24	2	et	et	PROPN
cet-1162	24	3	al	al	PROPN
cet-1162	24	4	.	.	PROPN
cet-1162	24	5	,	,	PUNCT
cet-1162	24	6	(	(	PUNCT
cet-1162	24	7	2015	2015	NUM
cet-1162	24	8	)	)	PUNCT
cet-1162	24	9	simulates	simulate	VERB
cet-1162	24	10	the	the	DET
cet-1162	24	11	optimal	optimal	ADJ
cet-1162	24	12	layout	layout	NOUN
cet-1162	24	13	of	of	ADP
cet-1162	24	14	land	land	NOUN
cet-1162	24	15	use	use	NOUN
cet-1162	24	16	in	in	ADP
cet-1162	24	17	computer	computer	NOUN
cet-1162	24	18	environment	environment	NOUN
cet-1162	24	19	by	by	ADP
cet-1162	24	20	combining	combine	VERB
cet-1162	24	21	gis	gis	NOUN
cet-1162	24	22	with	with	ADP
cet-1162	24	23	intelligent	intelligent	ADJ
cet-1162	24	24	optimization	optimization	NOUN
cet-1162	24	25	algorithm	algorithm	NOUN
cet-1162	24	26	.	.	PUNCT
cet-1162	25	1	in	in	ADP
cet-1162	25	2	this	this	DET
cet-1162	25	3	paper	paper	NOUN
cet-1162	25	4	,	,	PUNCT
cet-1162	25	5	a	a	DET
cet-1162	25	6	dynamic	dynamic	ADJ
cet-1162	25	7	particle	particle	NOUN
cet-1162	25	8	swarm	swarm	NOUN
cet-1162	25	9	optimization	optimization	NOUN
cet-1162	25	10	algorithm	algorithm	NOUN
cet-1162	25	11	is	be	AUX
cet-1162	25	12	proposed	propose	VERB
cet-1162	25	13	by	by	ADP
cet-1162	25	14	introducing	introduce	VERB
cet-1162	25	15	the	the	DET
cet-1162	25	16	dynamic	dynamic	ADJ
cet-1162	25	17	inertia	inertia	NOUN
cet-1162	25	18	weight	weight	NOUN
cet-1162	25	19	coefficient	coefficient	NOUN
cet-1162	25	20	,	,	PUNCT
cet-1162	25	21	which	which	PRON
cet-1162	25	22	balances	balance	VERB
cet-1162	25	23	the	the	DET
cet-1162	25	24	global	global	ADJ
cet-1162	25	25	search	search	NOUN
cet-1162	25	26	ability	ability	NOUN
cet-1162	25	27	and	and	CCONJ
cet-1162	25	28	the	the	DET
cet-1162	25	29	local	local	ADJ
cet-1162	25	30	search	search	NOUN
cet-1162	25	31	ability	ability	NOUN
cet-1162	25	32	.	.	PUNCT
cet-1162	26	1	firstly	firstly	ADV
cet-1162	26	2	,	,	PUNCT
cet-1162	26	3	the	the	DET
cet-1162	26	4	theory	theory	NOUN
cet-1162	26	5	of	of	ADP
cet-1162	26	6	traditional	traditional	ADJ
cet-1162	26	7	particle	particle	NOUN
cet-1162	26	8	swarm	swarm	NOUN
cet-1162	26	9	optimization	optimization	NOUN
cet-1162	26	10	(	(	PUNCT
cet-1162	26	11	pso	pso	NOUN
cet-1162	26	12	)	)	PUNCT
cet-1162	26	13	is	be	AUX
cet-1162	26	14	introduced	introduce	VERB
cet-1162	26	15	.	.	PUNCT
cet-1162	27	1	secondly	secondly	ADV
cet-1162	27	2	,	,	PUNCT
cet-1162	27	3	by	by	ADP
cet-1162	27	4	optimizing	optimize	VERB
cet-1162	27	5	the	the	DET
cet-1162	27	6	traditional	traditional	ADJ
cet-1162	27	7	weighting	weight	VERB
cet-1162	27	8	doi	doi	NOUN
cet-1162	27	9	:	:	PUNCT
cet-1162	27	10	10.3303	10.3303	NUM
cet-1162	27	11	/	/	SYM
cet-1162	27	12	cet1759096	cet1759096	NOUN
cet-1162	27	13	please	please	INTJ
cet-1162	27	14	cite	cite	VERB
cet-1162	27	15	this	this	DET
cet-1162	27	16	article	article	NOUN
cet-1162	27	17	as	as	ADP
cet-1162	27	18	:	:	PUNCT
cet-1162	27	19	wenxin	wenxin	PROPN
cet-1162	27	20	sun	sun	PROPN
cet-1162	27	21	,	,	PUNCT
cet-1162	27	22	2017	2017	NUM
cet-1162	27	23	,	,	PUNCT
cet-1162	27	24	research	research	NOUN
cet-1162	27	25	on	on	ADP
cet-1162	27	26	distribution	distribution	NOUN
cet-1162	27	27	management	management	NOUN
cet-1162	27	28	information	information	NOUN
cet-1162	27	29	platform	platform	NOUN
cet-1162	27	30	of	of	ADP
cet-1162	27	31	chemical	chemical	NOUN
cet-1162	27	32	products	product	NOUN
cet-1162	27	33	based	base	VERB
cet-1162	27	34	on	on	ADP
cet-1162	27	35	gis	gis	PROPN
cet-1162	27	36	,	,	PUNCT
cet-1162	27	37	chemical	chemical	NOUN
cet-1162	27	38	engineering	engineering	NOUN
cet-1162	27	39	transactions	transaction	NOUN
cet-1162	27	40	,	,	PUNCT
cet-1162	27	41	59	59	NUM
cet-1162	27	42	,	,	PUNCT
cet-1162	27	43	571	571	NUM
cet-1162	27	44	-	-	SYM
cet-1162	27	45	576	576	NUM
cet-1162	27	46	doi:10.3303	doi:10.3303	NOUN
cet-1162	27	47	/	/	SYM
cet-1162	27	48	cet1759096	cet1759096	NOUN
cet-1162	27	49	571	571	NUM
cet-1162	27	50	coefficients	coefficient	NOUN
cet-1162	27	51	,	,	PUNCT
cet-1162	27	52	we	we	PRON
cet-1162	27	53	propose	propose	VERB
cet-1162	27	54	a	a	DET
cet-1162	27	55	dynamic	dynamic	ADJ
cet-1162	27	56	particle	particle	NOUN
cet-1162	27	57	swarm	swarm	NOUN
cet-1162	27	58	optimization	optimization	NOUN
cet-1162	27	59	algorithm	algorithm	NOUN
cet-1162	27	60	,	,	PUNCT
cet-1162	27	61	which	which	PRON
cet-1162	27	62	improves	improve	VERB
cet-1162	27	63	the	the	DET
cet-1162	27	64	convergence	convergence	NOUN
cet-1162	27	65	speed	speed	NOUN
cet-1162	27	66	effectively	effectively	ADV
cet-1162	27	67	.	.	PUNCT
cet-1162	28	1	thirdly	thirdly	ADV
cet-1162	28	2	,	,	PUNCT
cet-1162	28	3	based	base	VERB
cet-1162	28	4	on	on	ADP
cet-1162	28	5	the	the	DET
cet-1162	28	6	spatial	spatial	ADJ
cet-1162	28	7	geographic	geographic	ADJ
cet-1162	28	8	information	information	NOUN
cet-1162	28	9	technology	technology	NOUN
cet-1162	28	10	(	(	PUNCT
cet-1162	28	11	gis	gis	PROPN
cet-1162	28	12	)	)	PUNCT
cet-1162	28	13	,	,	PUNCT
cet-1162	28	14	the	the	DET
cet-1162	28	15	distribution	distribution	NOUN
cet-1162	28	16	management	management	NOUN
cet-1162	28	17	information	information	NOUN
cet-1162	28	18	platform	platform	NOUN
cet-1162	28	19	of	of	ADP
cet-1162	28	20	chemical	chemical	NOUN
cet-1162	28	21	products	product	NOUN
cet-1162	28	22	is	be	AUX
cet-1162	28	23	designed	design	VERB
cet-1162	28	24	in	in	ADP
cet-1162	28	25	detail	detail	NOUN
cet-1162	28	26	.	.	PUNCT
cet-1162	29	1	finally	finally	ADV
cet-1162	29	2	,	,	PUNCT
cet-1162	29	3	the	the	DET
cet-1162	29	4	path	path	NOUN
cet-1162	29	5	optimization	optimization	NOUN
cet-1162	29	6	algorithm	algorithm	NOUN
cet-1162	29	7	proposed	propose	VERB
cet-1162	29	8	in	in	ADP
cet-1162	29	9	this	this	DET
cet-1162	29	10	paper	paper	NOUN
cet-1162	29	11	is	be	AUX
cet-1162	29	12	simulated	simulate	VERB
cet-1162	29	13	and	and	CCONJ
cet-1162	29	14	verified	verify	VERB
cet-1162	29	15	.	.	PUNCT
cet-1162	30	1	the	the	DET
cet-1162	30	2	results	result	NOUN
cet-1162	30	3	show	show	VERB
cet-1162	30	4	that	that	SCONJ
cet-1162	30	5	the	the	DET
cet-1162	30	6	improved	improved	ADJ
cet-1162	30	7	algorithm	algorithm	NOUN
cet-1162	30	8	can	can	AUX
cet-1162	30	9	quickly	quickly	ADV
cet-1162	30	10	and	and	CCONJ
cet-1162	30	11	effectively	effectively	ADV
cet-1162	30	12	determine	determine	VERB
cet-1162	30	13	the	the	DET
cet-1162	30	14	delivery	delivery	NOUN
cet-1162	30	15	route	route	NOUN
cet-1162	30	16	,	,	PUNCT
cet-1162	30	17	which	which	PRON
cet-1162	30	18	has	have	VERB
cet-1162	30	19	great	great	ADJ
cet-1162	30	20	application	application	NOUN
cet-1162	30	21	value	value	NOUN
cet-1162	30	22	.	.	PUNCT
cet-1162	31	1	2	2	X
cet-1162	31	2	.	.	X
cet-1162	31	3	basic	basic	ADJ
cet-1162	31	4	particle	particle	NOUN
cet-1162	31	5	swarm	swarm	NOUN
cet-1162	31	6	optimization	optimization	NOUN
cet-1162	31	7	particle	particle	NOUN
cet-1162	31	8	swarm	swarm	NOUN
cet-1162	31	9	optimization	optimization	NOUN
cet-1162	31	10	(	(	PUNCT
cet-1162	31	11	pso	pso	NOUN
cet-1162	31	12	)	)	PUNCT
cet-1162	31	13	is	be	AUX
cet-1162	31	14	a	a	DET
cet-1162	31	15	swarm	swarm	NOUN
cet-1162	31	16	intelligence	intelligence	NOUN
cet-1162	31	17	algorithm	algorithm	NOUN
cet-1162	31	18	that	that	PRON
cet-1162	31	19	simulates	simulate	VERB
cet-1162	31	20	the	the	DET
cet-1162	31	21	flight	flight	NOUN
cet-1162	31	22	of	of	ADP
cet-1162	31	23	a	a	DET
cet-1162	31	24	flock	flock	NOUN
cet-1162	31	25	of	of	ADP
cet-1162	31	26	birds	bird	NOUN
cet-1162	31	27	.	.	PUNCT
cet-1162	32	1	in	in	ADP
cet-1162	32	2	the	the	DET
cet-1162	32	3	algorithm	algorithm	NOUN
cet-1162	32	4	,	,	PUNCT
cet-1162	32	5	each	each	DET
cet-1162	32	6	particle	particle	NOUN
cet-1162	32	7	is	be	AUX
cet-1162	32	8	considered	consider	VERB
cet-1162	32	9	as	as	ADP
cet-1162	32	10	a	a	DET
cet-1162	32	11	feasible	feasible	ADJ
cet-1162	32	12	solution	solution	NOUN
cet-1162	32	13	of	of	ADP
cet-1162	32	14	the	the	DET
cet-1162	32	15	problem	problem	NOUN
cet-1162	32	16	,	,	PUNCT
cet-1162	32	17	and	and	CCONJ
cet-1162	32	18	the	the	DET
cet-1162	32	19	optimal	optimal	ADJ
cet-1162	32	20	solution	solution	NOUN
cet-1162	32	21	of	of	ADP
cet-1162	32	22	the	the	DET
cet-1162	32	23	problem	problem	NOUN
cet-1162	32	24	is	be	AUX
cet-1162	32	25	finally	finally	ADV
cet-1162	32	26	found	find	VERB
cet-1162	32	27	by	by	ADP
cet-1162	32	28	tracing	trace	VERB
cet-1162	32	29	the	the	DET
cet-1162	32	30	current	current	NOUN
cet-1162	32	31	and	and	CCONJ
cet-1162	32	32	the	the	DET
cet-1162	32	33	historical	historical	ADJ
cet-1162	32	34	particles	particle	NOUN
cet-1162	32	35	.	.	PUNCT
cet-1162	33	1	in	in	ADP
cet-1162	33	2	each	each	DET
cet-1162	33	3	iteration	iteration	NOUN
cet-1162	33	4	of	of	ADP
cet-1162	33	5	the	the	DET
cet-1162	33	6	particle	particle	NOUN
cet-1162	33	7	swarm	swarm	NOUN
cet-1162	33	8	,	,	PUNCT
cet-1162	33	9	the	the	DET
cet-1162	33	10	particle	particle	NOUN
cet-1162	33	11	updates	update	VERB
cet-1162	33	12	itself	itself	PRON
cet-1162	33	13	by	by	ADP
cet-1162	33	14	tracking	track	VERB
cet-1162	33	15	individual	individual	ADJ
cet-1162	33	16	extremum	extremum	ADJ
cet-1162	33	17	and	and	CCONJ
cet-1162	33	18	global	global	ADJ
cet-1162	33	19	extremum	extremum	NOUN
cet-1162	33	20	.	.	PUNCT
cet-1162	34	1	the	the	DET
cet-1162	34	2	flow	flow	NOUN
cet-1162	34	3	chart	chart	NOUN
cet-1162	34	4	of	of	ADP
cet-1162	34	5	particle	particle	NOUN
cet-1162	34	6	swarm	swarm	NOUN
cet-1162	34	7	optimization	optimization	NOUN
cet-1162	34	8	algorithm	algorithm	NOUN
cet-1162	34	9	is	be	AUX
cet-1162	34	10	as	as	SCONJ
cet-1162	34	11	follows	follow	VERB
cet-1162	34	12	.	.	PUNCT
cet-1162	35	1	figure	figure	NOUN
cet-1162	35	2	1	1	NUM
cet-1162	35	3	:	:	PUNCT
cet-1162	35	4	flow	flow	VERB
cet-1162	35	5	chart	chart	NOUN
cet-1162	35	6	of	of	ADP
cet-1162	35	7	particle	particle	NOUN
cet-1162	35	8	swarm	swarm	NOUN
cet-1162	35	9	optimization	optimization	NOUN
cet-1162	35	10	algorithm	algorithm	NOUN
cet-1162	35	11	we	we	PRON
cet-1162	35	12	assume	assume	VERB
cet-1162	35	13	that	that	SCONJ
cet-1162	35	14	in	in	ADP
cet-1162	35	15	a	a	DET
cet-1162	35	16	k	k	PROPN
cet-1162	35	17	dimensional	dimensional	ADJ
cet-1162	35	18	space	space	NOUN
cet-1162	35	19	there	there	PRON
cet-1162	35	20	is	be	VERB
cet-1162	35	21	a	a	DET
cet-1162	35	22	set	set	NOUN
cet-1162	35	23	p	p	NOUN
cet-1162	35	24	,	,	PUNCT
cet-1162	35	25	which	which	PRON
cet-1162	35	26	consisting	consist	VERB
cet-1162	35	27	of	of	ADP
cet-1162	35	28	m	m	NOUN
cet-1162	35	29	particles	particle	NOUN
cet-1162	35	30	.	.	PUNCT
cet-1162	36	1	11	11	NUM
cet-1162	36	2	1	1	NUM
cet-1162	36	3	1	1	NUM
cet-1162	36	4	1	1	NUM
cet-1162	36	5	1	1	NUM
cet-1162	37	1	i	i	NOUN
cet-1162	37	2	m	m	VERB
cet-1162	37	3	j	j	PROPN
cet-1162	37	4	jm	jm	PROPN
cet-1162	37	5	k	k	PROPN
cet-1162	37	6	ki	ki	PROPN
cet-1162	37	7	km	km	PROPN
cet-1162	38	1	p	p	PROPN
cet-1162	39	1	p	p	X
cet-1162	40	1	p	p	X
cet-1162	41	1	p	p	PROPN
cet-1162	42	1	p	p	PROPN
cet-1162	43	1	p	p	PROPN
cet-1162	44	1	p	p	PROPN
cet-1162	44	2	p	p	PROPN
cet-1162	44	3	p	p	PROPN
cet-1162	44	4			NOUN
cet-1162	44	5			PROPN
cet-1162	44	6			PROPN
cet-1162	45	1			PROPN
cet-1162	46	1			PROPN
cet-1162	47	1			PROPN
cet-1162	48	1			PROPN
cet-1162	49	1	=	=	PROPN
cet-1162	50	1			PROPN
cet-1162	51	1			PROPN
cet-1162	51	2			PROPN
cet-1162	52	1			INTJ
cet-1162	53	1			PROPN
cet-1162	53	2			PROPN
cet-1162	54	1			PROPN
cet-1162	54	2			PROPN
cet-1162	54	3			NUM
cet-1162	54	4			NUM
cet-1162	54	5			NUM
cet-1162	54	6			PROPN
cet-1162	54	7			PROPN
cet-1162	54	8			VERB
cet-1162	54	9			ADJ
cet-1162	54	10			NOUN
cet-1162	54	11			NOUN
cet-1162	54	12	(	(	PUNCT
cet-1162	54	13	1	1	NUM
cet-1162	54	14	)	)	PUNCT
cet-1162	54	15	the	the	DET
cet-1162	54	16	position	position	NOUN
cet-1162	54	17	of	of	ADP
cet-1162	54	18	the	the	DET
cet-1162	54	19	particle	particle	NOUN
cet-1162	54	20	i	i	PRON
cet-1162	54	21	in	in	ADP
cet-1162	54	22	the	the	DET
cet-1162	54	23	k	k	PROPN
cet-1162	54	24	dimensional	dimensional	ADJ
cet-1162	54	25	space	space	NOUN
cet-1162	54	26	can	can	AUX
cet-1162	54	27	be	be	AUX
cet-1162	54	28	expressed	express	VERB
cet-1162	54	29	as	as	SCONJ
cet-1162	54	30	follows	follow	VERB
cet-1162	54	31	.	.	PUNCT
cet-1162	55	1	0	0	NUM
cet-1162	55	2	1	1	NUM
cet-1162	55	3	2	2	NUM
cet-1162	55	4	i	i	PRON
cet-1162	55	5	i	i	PRON
cet-1162	56	1	i	i	PRON
cet-1162	56	2	i	i	VERB
cet-1162	56	3	ik	ik	PROPN
cet-1162	57	1	p	p	NOUN
cet-1162	57	2	p	p	X
cet-1162	57	3	p	p	PROPN
cet-1162	57	4	p	p	PROPN
cet-1162	57	5	p	p	X
cet-1162	57	6			PROPN
cet-1162	57	7			ADJ
cet-1162	57	8			NOUN
cet-1162	57	9			PROPN
cet-1162	57	10			NOUN
cet-1162	57	11			NOUN
cet-1162	57	12			NOUN
cet-1162	57	13	=	=	X
cet-1162	57	14			NOUN
cet-1162	57	15			NOUN
cet-1162	57	16			NOUN
cet-1162	57	17			NOUN
cet-1162	57	18			NOUN
cet-1162	57	19			PROPN
cet-1162	57	20			PROPN
cet-1162	57	21			PROPN
cet-1162	57	22	(	(	PUNCT
cet-1162	57	23	2	2	NUM
cet-1162	57	24	)	)	PUNCT
cet-1162	57	25	572	572	NUM
cet-1162	57	26	by	by	ADP
cet-1162	57	27	introducing	introduce	VERB
cet-1162	57	28	pi	pi	NOUN
cet-1162	57	29	into	into	ADP
cet-1162	57	30	the	the	DET
cet-1162	57	31	objective	objective	ADJ
cet-1162	57	32	function	function	NOUN
cet-1162	57	33	,	,	PUNCT
cet-1162	57	34	the	the	DET
cet-1162	57	35	fitness	fitness	NOUN
cet-1162	57	36	of	of	ADP
cet-1162	57	37	the	the	DET
cet-1162	57	38	particle	particle	NOUN
cet-1162	57	39	can	can	AUX
cet-1162	57	40	be	be	AUX
cet-1162	57	41	obtained	obtain	VERB
cet-1162	57	42	.	.	PUNCT
cet-1162	58	1	we	we	PRON
cet-1162	58	2	define	define	VERB
cet-1162	58	3	that	that	DET
cet-1162	58	4	speed	speed	NOUN
cet-1162	58	5	of	of	ADP
cet-1162	58	6	the	the	DET
cet-1162	58	7	particle	particle	NOUN
cet-1162	58	8	at	at	ADP
cet-1162	58	9	moment	moment	NOUN
cet-1162	58	10	t	t	NOUN
cet-1162	58	11	is	be	AUX
cet-1162	58	12	as	as	SCONJ
cet-1162	58	13	follows	follow	VERB
cet-1162	58	14	.	.	PUNCT
cet-1162	59	1	0	0	NUM
cet-1162	59	2	1	1	NUM
cet-1162	59	3	2	2	NUM
cet-1162	59	4	i	i	PRON
cet-1162	59	5	i	i	PRON
cet-1162	60	1	i	i	PRON
cet-1162	60	2	i	i	PRON
cet-1162	60	3	ik	ik	INTJ
cet-1162	61	1	v	v	ADP
cet-1162	61	2	v	v	NUM
cet-1162	61	3	v	v	NUM
cet-1162	61	4	v	v	NUM
cet-1162	61	5	v	v	NUM
cet-1162	61	6			PROPN
cet-1162	61	7			NOUN
cet-1162	61	8			NOUN
cet-1162	61	9			PROPN
cet-1162	61	10			NOUN
cet-1162	61	11			NOUN
cet-1162	61	12			NOUN
cet-1162	61	13	=	=	X
cet-1162	61	14			NOUN
cet-1162	61	15			NOUN
cet-1162	61	16			NOUN
cet-1162	61	17			NOUN
cet-1162	61	18			NOUN
cet-1162	61	19			PROPN
cet-1162	61	20			PROPN
cet-1162	61	21			PROPN
cet-1162	61	22	(	(	PUNCT
cet-1162	61	23	3	3	NUM
cet-1162	61	24	)	)	PUNCT
cet-1162	61	25	when	when	SCONJ
cet-1162	61	26	the	the	DET
cet-1162	61	27	particle	particle	NOUN
cet-1162	61	28	swarm	swarm	NOUN
cet-1162	61	29	is	be	AUX
cet-1162	61	30	iterated	iterate	VERB
cet-1162	61	31	every	every	DET
cet-1162	61	32	time	time	NOUN
cet-1162	61	33	,	,	PUNCT
cet-1162	61	34	the	the	DET
cet-1162	61	35	speed	speed	NOUN
cet-1162	61	36	of	of	ADP
cet-1162	61	37	the	the	DET
cet-1162	61	38	particle	particle	NOUN
cet-1162	61	39	will	will	AUX
cet-1162	61	40	be	be	AUX
cet-1162	61	41	updated	update	VERB
cet-1162	61	42	by	by	ADP
cet-1162	61	43	the	the	DET
cet-1162	61	44	following	follow	VERB
cet-1162	61	45	formula	formula	NOUN
cet-1162	61	46	.	.	PUNCT
cet-1162	62	1	1	1	NUM
cet-1162	62	2	1	1	NUM
cet-1162	62	3	1	1	NUM
cet-1162	62	4	2	2	NUM
cet-1162	62	5	2	2	NUM
cet-1162	62	6	(	(	PUNCT
cet-1162	62	7	)	)	PUNCT
cet-1162	62	8	(	(	PUNCT
cet-1162	62	9	)	)	PUNCT
cet-1162	62	10	g	g	NOUN
cet-1162	62	11	g	g	PROPN
cet-1162	62	12	g	g	PROPN
cet-1162	62	13	g	g	PROPN
cet-1162	62	14	g	g	PROPN
cet-1162	62	15	g	g	PROPN
cet-1162	62	16	ik	ik	PROPN
cet-1162	62	17	ik	ik	PROPN
cet-1162	62	18	ak	ak	PROPN
cet-1162	62	19	ik	ik	PROPN
cet-1162	62	20	bk	bk	PROPN
cet-1162	62	21	ikv	ikv	VERB
cet-1162	62	22	v	v	ADP
cet-1162	62	23	r	r	NOUN
cet-1162	62	24	p	p	NOUN
cet-1162	62	25	p	p	NOUN
cet-1162	62	26	r	r	NOUN
cet-1162	62	27	p	p	NOUN
cet-1162	62	28	pσ	pσ	NOUN
cet-1162	62	29	σ+	σ+	NOUN
cet-1162	63	1	=	=	PUNCT
cet-1162	63	2	+	+	NUM
cet-1162	63	3	−	−	PROPN
cet-1162	64	1	+	+	CCONJ
cet-1162	64	2	−	−	PROPN
cet-1162	64	3	(	(	PUNCT
cet-1162	64	4	4	4	NUM
cet-1162	64	5	)	)	PUNCT
cet-1162	64	6	in	in	ADP
cet-1162	64	7	the	the	DET
cet-1162	64	8	formula	formula	NOUN
cet-1162	64	9	,	,	PUNCT
cet-1162	64	10	σ1	σ1	PROPN
cet-1162	64	11	and	and	CCONJ
cet-1162	64	12	σ2	σ2	PROPN
cet-1162	64	13	are	be	AUX
cet-1162	64	14	the	the	DET
cet-1162	64	15	acceleration	acceleration	NOUN
cet-1162	64	16	coefficients	coefficient	NOUN
cet-1162	64	17	which	which	PRON
cet-1162	64	18	are	be	AUX
cet-1162	64	19	used	use	VERB
cet-1162	64	20	for	for	ADP
cet-1162	64	21	initialization	initialization	NOUN
cet-1162	64	22	.	.	PUNCT
cet-1162	65	1	g	g	PROPN
cet-1162	65	2	is	be	AUX
cet-1162	65	3	the	the	DET
cet-1162	65	4	evolutionary	evolutionary	ADJ
cet-1162	65	5	generation	generation	NOUN
cet-1162	65	6	of	of	ADP
cet-1162	65	7	the	the	DET
cet-1162	65	8	particle	particle	NOUN
cet-1162	65	9	swarm	swarm	NOUN
cet-1162	65	10	.	.	PUNCT
cet-1162	66	1	besides	besides	SCONJ
cet-1162	66	2	,	,	PUNCT
cet-1162	66	3	r1	r1	PROPN
cet-1162	66	4	and	and	CCONJ
cet-1162	66	5	r2	r2	PROPN
cet-1162	66	6	are	be	AUX
cet-1162	66	7	random	random	ADJ
cet-1162	66	8	coefficients	coefficient	NOUN
cet-1162	66	9	.	.	PUNCT
cet-1162	67	1	in	in	ADP
cet-1162	67	2	order	order	NOUN
cet-1162	67	3	to	to	PART
cet-1162	67	4	better	well	ADV
cet-1162	67	5	coordinate	coordinate	VERB
cet-1162	67	6	the	the	DET
cet-1162	67	7	global	global	ADJ
cet-1162	67	8	and	and	CCONJ
cet-1162	67	9	local	local	ADJ
cet-1162	67	10	optimization	optimization	NOUN
cet-1162	67	11	ability	ability	NOUN
cet-1162	67	12	of	of	ADP
cet-1162	67	13	particle	particle	NOUN
cet-1162	67	14	swarm	swarm	NOUN
cet-1162	67	15	,	,	PUNCT
cet-1162	67	16	the	the	DET
cet-1162	67	17	inertia	inertia	NOUN
cet-1162	67	18	weighting	weight	VERB
cet-1162	67	19	factor	factor	NOUN
cet-1162	67	20	w	w	NOUN
cet-1162	67	21	is	be	AUX
cet-1162	67	22	introduced	introduce	VERB
cet-1162	67	23	.	.	PUNCT
cet-1162	68	1	1	1	NUM
cet-1162	68	2	1	1	NUM
cet-1162	68	3	1	1	NUM
cet-1162	68	4	2	2	NUM
cet-1162	68	5	2	2	NUM
cet-1162	68	6	(	(	PUNCT
cet-1162	68	7	)	)	PUNCT
cet-1162	68	8	(	(	PUNCT
cet-1162	68	9	)	)	PUNCT
cet-1162	68	10	g	g	NOUN
cet-1162	68	11	g	g	PROPN
cet-1162	68	12	g	g	PROPN
cet-1162	68	13	g	g	PROPN
cet-1162	68	14	g	g	PROPN
cet-1162	68	15	g	g	PROPN
cet-1162	68	16	ik	ik	PROPN
cet-1162	68	17	ik	ik	PROPN
cet-1162	68	18	ak	ak	PROPN
cet-1162	68	19	ik	ik	PROPN
cet-1162	68	20	bk	bk	PROPN
cet-1162	68	21	ikv	ikv	PROPN
cet-1162	68	22	w	w	PROPN
cet-1162	68	23	v	v	NOUN
cet-1162	68	24	r	r	NOUN
cet-1162	68	25	p	p	NOUN
cet-1162	68	26	p	p	NOUN
cet-1162	68	27	r	r	NOUN
cet-1162	68	28	p	p	NOUN
cet-1162	68	29	pσ	pσ	NOUN
cet-1162	68	30	σ+	σ+	NOUN
cet-1162	68	31	=	=	SYM
cet-1162	68	32	⋅	⋅	PROPN
cet-1162	68	33	+	+	CCONJ
cet-1162	68	34	−	−	PROPN
cet-1162	68	35	+	+	CCONJ
cet-1162	68	36	−	−	PROPN
cet-1162	68	37	(	(	PUNCT
cet-1162	68	38	5	5	NUM
cet-1162	68	39	)	)	PUNCT
cet-1162	68	40	when	when	SCONJ
cet-1162	68	41	the	the	DET
cet-1162	68	42	particle	particle	NOUN
cet-1162	68	43	swarm	swarm	NOUN
cet-1162	68	44	is	be	AUX
cet-1162	68	45	iterated	iterate	VERB
cet-1162	68	46	every	every	DET
cet-1162	68	47	time	time	NOUN
cet-1162	68	48	,	,	PUNCT
cet-1162	68	49	the	the	DET
cet-1162	68	50	position	position	NOUN
cet-1162	68	51	of	of	ADP
cet-1162	68	52	particle	particle	NOUN
cet-1162	68	53	will	will	AUX
cet-1162	68	54	be	be	AUX
cet-1162	68	55	updated	update	VERB
cet-1162	68	56	by	by	ADP
cet-1162	68	57	the	the	DET
cet-1162	68	58	following	follow	VERB
cet-1162	68	59	formula	formula	NOUN
cet-1162	68	60	.	.	PUNCT
cet-1162	69	1	1	1	NUM
cet-1162	69	2	1	1	NUM
cet-1162	69	3	g	g	NOUN
cet-1162	69	4	g	g	PROPN
cet-1162	69	5	g	g	PROPN
cet-1162	69	6	ik	ik	PROPN
cet-1162	69	7	ik	ik	PROPN
cet-1162	69	8	ikp	ikp	PROPN
cet-1162	69	9	p	p	X
cet-1162	69	10	v+	v+	X
cet-1162	69	11	+	+	NOUN
cet-1162	69	12	=	=	X
cet-1162	69	13	+	+	CCONJ
cet-1162	69	14	(	(	PUNCT
cet-1162	69	15	6	6	NUM
cet-1162	69	16	)	)	SYM
cet-1162	69	17	3	3	NUM
cet-1162	69	18	.	.	PUNCT
cet-1162	69	19	improved	improve	VERB
cet-1162	69	20	dynamic	dynamic	ADJ
cet-1162	69	21	particle	particle	NOUN
cet-1162	69	22	swarm	swarm	NOUN
cet-1162	69	23	optimization	optimization	NOUN
cet-1162	69	24	the	the	DET
cet-1162	69	25	inertia	inertia	NOUN
cet-1162	69	26	weight	weight	NOUN
cet-1162	69	27	w	w	PROPN
cet-1162	69	28	of	of	ADP
cet-1162	69	29	the	the	DET
cet-1162	69	30	standard	standard	ADJ
cet-1162	69	31	particle	particle	NOUN
cet-1162	69	32	swarm	swarm	NOUN
cet-1162	69	33	algorithm	algorithm	NOUN
cet-1162	69	34	is	be	AUX
cet-1162	69	35	a	a	DET
cet-1162	69	36	constant	constant	ADJ
cet-1162	69	37	,	,	PUNCT
cet-1162	69	38	which	which	PRON
cet-1162	69	39	is	be	AUX
cet-1162	69	40	not	not	PART
cet-1162	69	41	flexible	flexible	ADJ
cet-1162	69	42	enough	enough	ADV
cet-1162	69	43	to	to	PART
cet-1162	69	44	balance	balance	VERB
cet-1162	69	45	the	the	DET
cet-1162	69	46	relationship	relationship	NOUN
cet-1162	69	47	between	between	ADP
cet-1162	69	48	global	global	ADJ
cet-1162	69	49	search	search	NOUN
cet-1162	69	50	ability	ability	NOUN
cet-1162	69	51	and	and	CCONJ
cet-1162	69	52	local	local	ADJ
cet-1162	69	53	search	search	NOUN
cet-1162	69	54	ability	ability	NOUN
cet-1162	69	55	of	of	ADP
cet-1162	69	56	particle	particle	NOUN
cet-1162	69	57	swarm	swarm	NOUN
cet-1162	69	58	.	.	PUNCT
cet-1162	70	1	in	in	ADP
cet-1162	70	2	order	order	NOUN
cet-1162	70	3	to	to	PART
cet-1162	70	4	solve	solve	VERB
cet-1162	70	5	the	the	DET
cet-1162	70	6	deficiency	deficiency	NOUN
cet-1162	70	7	of	of	ADP
cet-1162	70	8	particle	particle	NOUN
cet-1162	70	9	swarm	swarm	NOUN
cet-1162	70	10	optimization	optimization	NOUN
cet-1162	70	11	in	in	ADP
cet-1162	70	12	path	path	NOUN
cet-1162	70	13	optimization	optimization	NOUN
cet-1162	70	14	process	process	NOUN
cet-1162	70	15	,	,	PUNCT
cet-1162	70	16	we	we	PRON
cet-1162	70	17	improve	improve	VERB
cet-1162	70	18	the	the	DET
cet-1162	70	19	inertia	inertia	NOUN
cet-1162	70	20	weight	weight	NOUN
cet-1162	70	21	w	w	PROPN
cet-1162	70	22	of	of	ADP
cet-1162	70	23	the	the	DET
cet-1162	70	24	basic	basic	ADJ
cet-1162	70	25	particle	particle	NOUN
cet-1162	70	26	swarm	swarm	NOUN
cet-1162	70	27	optimization	optimization	NOUN
cet-1162	70	28	according	accord	VERB
cet-1162	70	29	to	to	ADP
cet-1162	70	30	the	the	DET
cet-1162	70	31	characteristics	characteristic	NOUN
cet-1162	70	32	of	of	ADP
cet-1162	70	33	multi	multi	ADJ
cet-1162	70	34	-	-	ADJ
cet-1162	70	35	objective	objective	ADJ
cet-1162	70	36	constrained	constrain	VERB
cet-1162	70	37	optimization	optimization	NOUN
cet-1162	70	38	in	in	ADP
cet-1162	70	39	the	the	DET
cet-1162	70	40	process	process	NOUN
cet-1162	70	41	of	of	ADP
cet-1162	70	42	logistics	logistic	NOUN
cet-1162	70	43	distribution	distribution	NOUN
cet-1162	70	44	.	.	PUNCT
cet-1162	71	1	so	so	ADV
cet-1162	71	2	,	,	PUNCT
cet-1162	71	3	a	a	DET
cet-1162	71	4	dynamic	dynamic	ADJ
cet-1162	71	5	inertia	inertia	NOUN
cet-1162	71	6	weight	weight	NOUN
cet-1162	71	7	consistent	consistent	ADJ
cet-1162	71	8	which	which	PRON
cet-1162	71	9	is	be	AUX
cet-1162	71	10	consistent	consistent	ADJ
cet-1162	71	11	with	with	ADP
cet-1162	71	12	nonlinear	nonlinear	ADJ
cet-1162	71	13	variations	variation	NOUN
cet-1162	71	14	is	be	AUX
cet-1162	71	15	proposed	propose	VERB
cet-1162	71	16	as	as	SCONJ
cet-1162	71	17	follows	follow	VERB
cet-1162	71	18	.	.	PUNCT
cet-1162	72	1	max	max	PROPN
cet-1162	72	2	0	0	NUM
cet-1162	72	3	1	1	NUM
cet-1162	72	4	0	0	NUM
cet-1162	72	5	1	1	NUM
cet-1162	72	6	(	(	PUNCT
cet-1162	72	7	)	)	PUNCT
cet-1162	72	8	n	n	CCONJ
cet-1162	72	9	n	n	CCONJ
cet-1162	72	10	n	n	PROPN
cet-1162	72	11	w	w	PROPN
cet-1162	72	12	w	w	PROPN
cet-1162	72	13	w	w	PROPN
cet-1162	72	14	w	w	PROPN
cet-1162	72	15	e	e	NOUN
cet-1162	72	16	−	−	PROPN
cet-1162	72	17	=	=	SYM
cet-1162	73	1	+	+	NUM
cet-1162	74	1	−	−	PROPN
cet-1162	74	2	⋅	⋅	X
cet-1162	74	3	(	(	PUNCT
cet-1162	74	4	7	7	NUM
cet-1162	74	5	)	)	PUNCT
cet-1162	74	6	where	where	SCONJ
cet-1162	74	7	,	,	PUNCT
cet-1162	74	8	n	n	PRON
cet-1162	74	9	is	be	AUX
cet-1162	74	10	the	the	DET
cet-1162	74	11	number	number	NOUN
cet-1162	74	12	of	of	ADP
cet-1162	74	13	current	current	ADJ
cet-1162	74	14	iteration	iteration	NOUN
cet-1162	74	15	,	,	PUNCT
cet-1162	74	16	and	and	CCONJ
cet-1162	74	17	nmax	nmax	PROPN
cet-1162	74	18	is	be	AUX
cet-1162	74	19	the	the	DET
cet-1162	74	20	maximum	maximum	ADJ
cet-1162	74	21	number	number	NOUN
cet-1162	74	22	of	of	ADP
cet-1162	74	23	iteration	iteration	NOUN
cet-1162	74	24	.	.	PUNCT
cet-1162	75	1	the	the	DET
cet-1162	75	2	new	new	ADJ
cet-1162	75	3	dynamic	dynamic	ADJ
cet-1162	75	4	inertia	inertia	NOUN
cet-1162	75	5	weight	weight	NOUN
cet-1162	75	6	coefficient	coefficient	NOUN
cet-1162	75	7	not	not	PART
cet-1162	75	8	only	only	ADV
cet-1162	75	9	keeps	keep	VERB
cet-1162	75	10	the	the	DET
cet-1162	75	11	particle	particle	NOUN
cet-1162	75	12	diversity	diversity	NOUN
cet-1162	75	13	,	,	PUNCT
cet-1162	75	14	but	but	CCONJ
cet-1162	75	15	also	also	ADV
cet-1162	75	16	prevents	prevent	VERB
cet-1162	75	17	the	the	DET
cet-1162	75	18	emergence	emergence	NOUN
cet-1162	75	19	of	of	ADP
cet-1162	75	20	the	the	DET
cet-1162	75	21	local	local	ADJ
cet-1162	75	22	optimum	optimum	ADJ
cet-1162	75	23	defect	defect	NOUN
cet-1162	75	24	.	.	PUNCT
cet-1162	76	1	assume	assume	VERB
cet-1162	76	2	that	that	SCONJ
cet-1162	76	3	the	the	DET
cet-1162	76	4	distance	distance	NOUN
cet-1162	76	5	between	between	ADP
cet-1162	76	6	customer	customer	NOUN
cet-1162	76	7	i	i	PRON
cet-1162	76	8	and	and	CCONJ
cet-1162	76	9	customer	customer	PROPN
cet-1162	76	10	j	j	PROPN
cet-1162	76	11	is	be	AUX
cet-1162	76	12	d(i	d(i	PROPN
cet-1162	76	13	,	,	PUNCT
cet-1162	76	14	j	j	PROPN
cet-1162	76	15	)	)	PUNCT
cet-1162	76	16	,	,	PUNCT
cet-1162	76	17	we	we	PRON
cet-1162	76	18	can	can	AUX
cet-1162	76	19	build	build	VERB
cet-1162	76	20	the	the	DET
cet-1162	76	21	following	following	ADJ
cet-1162	76	22	model	model	NOUN
cet-1162	76	23	.	.	PUNCT
cet-1162	77	1	1	1	NUM
cet-1162	77	2	1	1	NUM
cet-1162	77	3	1	1	NUM
cet-1162	77	4	(	(	PUNCT
cet-1162	77	5	(	(	PUNCT
cet-1162	77	6	,	,	PUNCT
cet-1162	77	7	)	)	PUNCT
cet-1162	77	8	(	(	PUNCT
cet-1162	77	9	,	,	PUNCT
cet-1162	77	10	0	0	NUM
cet-1162	77	11	)	)	PUNCT
cet-1162	77	12	)	)	PUNCT
cet-1162	77	13	sgn	sgn	NOUN
cet-1162	77	14	(	(	PUNCT
cet-1162	77	15	)	)	PUNCT
cet-1162	77	16	v	v	ADP
cet-1162	77	17	t	t	PROPN
cet-1162	77	18	j	j	PROPN
cet-1162	78	1	j	j	PROPN
cet-1162	78	2	t	t	PROPN
cet-1162	78	3	v	v	PROPN
cet-1162	78	4	v	v	ADP
cet-1162	78	5	v	v	INTJ
cet-1162	79	1	i	i	PRON
cet-1162	79	2	j	j	PROPN
cet-1162	79	3	rou	rou	PROPN
cet-1162	80	1	d	d	NOUN
cet-1162	80	2	r	r	NOUN
cet-1162	80	3	r	r	NOUN
cet-1162	80	4	d	d	NOUN
cet-1162	80	5	r	r	NOUN
cet-1162	80	6	t−	t−	PROPN
cet-1162	80	7	=	=	SYM
cet-1162	80	8	=	=	PUNCT
cet-1162	81	1	=	=	PUNCT
cet-1162	81	2	+	+	NUM
cet-1162	81	3	⋅	⋅	X
cet-1162	81	4			X
cet-1162	81	5	(	(	PUNCT
cet-1162	81	6	8)	8)	NUM
cet-1162	81	7	where	where	SCONJ
cet-1162	81	8	,	,	PUNCT
cet-1162	81	9	rj	rj	PROPN
cet-1162	81	10	v	v	PROPN
cet-1162	81	11	indicates	indicate	VERB
cet-1162	81	12	that	that	SCONJ
cet-1162	81	13	the	the	DET
cet-1162	81	14	order	order	NOUN
cet-1162	81	15	of	of	ADP
cet-1162	81	16	customerin	customerin	NOUN
cet-1162	81	17	the	the	DET
cet-1162	81	18	vehicle	vehicle	NOUN
cet-1162	81	19	distribution	distribution	NOUN
cet-1162	81	20	route	route	NOUN
cet-1162	81	21	is	be	AUX
cet-1162	81	22	j	j	PROPN
cet-1162	81	23	,	,	PUNCT
cet-1162	81	24	and	and	CCONJ
cet-1162	81	25	t	t	PROPN
cet-1162	81	26	means	mean	VERB
cet-1162	81	27	the	the	DET
cet-1162	81	28	total	total	ADJ
cet-1162	81	29	number	number	NOUN
cet-1162	81	30	of	of	ADP
cet-1162	81	31	customers	customer	NOUN
cet-1162	81	32	to	to	PART
cet-1162	81	33	be	be	AUX
cet-1162	81	34	delivered	deliver	VERB
cet-1162	81	35	by	by	ADP
cet-1162	81	36	vehicle	vehicle	NOUN
cet-1162	81	37	v.	v.	ADP
cet-1162	81	38	if	if	SCONJ
cet-1162	81	39	t=0	t=0	PROPN
cet-1162	81	40	,	,	PUNCT
cet-1162	81	41	it	it	PRON
cet-1162	81	42	means	mean	VERB
cet-1162	81	43	that	that	SCONJ
cet-1162	81	44	the	the	DET
cet-1162	81	45	vehicle	vehicle	NOUN
cet-1162	81	46	has	have	VERB
cet-1162	81	47	no	no	DET
cet-1162	81	48	task	task	NOUN
cet-1162	81	49	of	of	ADP
cet-1162	81	50	delivery	delivery	NOUN
cet-1162	81	51	,	,	PUNCT
cet-1162	81	52	the	the	DET
cet-1162	81	53	parameter	parameter	NOUN
cet-1162	81	54	sgn(t	sgn(t	PROPN
cet-1162	81	55	)	)	PUNCT
cet-1162	81	56	satisfies	satisfy	VERB
cet-1162	81	57	the	the	DET
cet-1162	81	58	following	follow	VERB
cet-1162	81	59	conditions	condition	NOUN
cet-1162	81	60	.	.	PUNCT
cet-1162	82	1	1	1	NUM
cet-1162	82	2	t	t	NOUN
cet-1162	82	3	1	1	NUM
cet-1162	82	4	sgn	sgn	NOUN
cet-1162	82	5	(	(	PUNCT
cet-1162	82	6	)	)	PUNCT
cet-1162	82	7	0	0	X
cet-1162	83	1	t=0	t=0	PROPN
cet-1162	83	2	t	t	PROPN
cet-1162	84	1	≥	≥	ADV
cet-1162	84	2	=	=	PUNCT
cet-1162	85	1			NUM
cet-1162	85	2			PROPN
cet-1162	85	3	(	(	PUNCT
cet-1162	85	4	9	9	NUM
cet-1162	85	5	)	)	PUNCT
cet-1162	85	6	thus	thus	ADV
cet-1162	85	7	,	,	PUNCT
cet-1162	85	8	the	the	DET
cet-1162	85	9	constraint	constraint	NOUN
cet-1162	85	10	condition	condition	NOUN
cet-1162	85	11	of	of	ADP
cet-1162	85	12	route	route	NOUN
cet-1162	85	13	optimization	optimization	NOUN
cet-1162	85	14	is	be	AUX
cet-1162	85	15	as	as	SCONJ
cet-1162	85	16	follows	follow	VERB
cet-1162	85	17	.	.	PUNCT
cet-1162	86	1	573	573	NUM
cet-1162	86	2	1	1	NUM
cet-1162	86	3	2	2	NUM
cet-1162	86	4	1	1	NUM
cet-1162	86	5	1	1	NUM
cet-1162	86	6	3	3	NUM
cet-1162	86	7	1	1	NUM
cet-1162	86	8	2	2	NUM
cet-1162	86	9	1	1	NUM
cet-1162	86	10	(	(	PUNCT
cet-1162	86	11	,	,	PUNCT
cet-1162	86	12	)	)	PUNCT
cet-1162	86	13	(	(	PUNCT
cet-1162	86	14	,	,	PUNCT
cet-1162	86	15	0	0	NUM
cet-1162	86	16	)	)	PUNCT
cet-1162	86	17	{	{	PUNCT
cet-1162	86	18	1,2,3	1,2,3	NUM
cet-1162	86	19	}	}	PUNCT
cet-1162	86	20	v	v	NOUN
cet-1162	86	21	v	v	ADP
cet-1162	86	22	t	t	PROPN
cet-1162	86	23	j	j	PROPN
cet-1162	87	1	j	j	PROPN
cet-1162	87	2	t	t	PROPN
cet-1162	87	3	v	v	PROPN
cet-1162	87	4	v	v	PROPN
cet-1162	87	5	v	v	NOUN
cet-1162	87	6	v	v	ADP
cet-1162	87	7	j	j	PROPN
cet-1162	87	8	v	v	NUM
cet-1162	87	9	v	v	NOUN
cet-1162	87	10	v	v	INTJ
cet-1162	87	11	i	i	PRON
cet-1162	88	1	c	c	NOUN
cet-1162	88	2	c	c	NOUN
cet-1162	89	1	d	d	NOUN
cet-1162	89	2	r	r	NOUN
cet-1162	89	3	r	r	NOUN
cet-1162	89	4	d	d	NOUN
cet-1162	89	5	r	r	NOUN
cet-1162	89	6	l	l	NOUN
cet-1162	89	7	c	c	NOUN
cet-1162	89	8	c	c	NOUN
cet-1162	89	9	c	c	NOUN
cet-1162	89	10	c	c	PROPN
cet-1162	89	11	n	n	NOUN
cet-1162	89	12	φ	φ	NUM
cet-1162	89	13	−	−	PROPN
cet-1162	90	1	=	=	SYM
cet-1162	90	2	=	=	SYM
cet-1162	90	3			NOUN
cet-1162	91	1			NUM
cet-1162	91	2	=	=	NOUN
cet-1162	91	3			NUM
cet-1162	91	4			NUM
cet-1162	91	5	+	+	NUM
cet-1162	91	6	≤	≤	X
cet-1162	91	7			NUM
cet-1162	91	8			NUM
cet-1162	91	9	=	=	SYM
cet-1162	91	10	=	=	NOUN
cet-1162	91	11			NOUN
cet-1162	91	12			X
cet-1162	91	13			ADP
cet-1162	91	14			ADJ
cet-1162	91	15			PROPN
cet-1162	91	16			PROPN
cet-1162	91	17			NOUN
cet-1162	91	18	(	(	PUNCT
cet-1162	91	19	10	10	NUM
cet-1162	91	20	)	)	PUNCT
cet-1162	91	21	in	in	ADP
cet-1162	91	22	the	the	DET
cet-1162	91	23	above	above	ADJ
cet-1162	91	24	formula	formula	NOUN
cet-1162	91	25	,	,	PUNCT
cet-1162	91	26	lv	lv	PROPN
cet-1162	91	27	represents	represent	VERB
cet-1162	91	28	the	the	DET
cet-1162	91	29	maximum	maximum	ADJ
cet-1162	91	30	distance	distance	NOUN
cet-1162	91	31	which	which	PRON
cet-1162	91	32	is	be	AUX
cet-1162	91	33	travelled	travel	VERB
cet-1162	91	34	by	by	ADP
cet-1162	91	35	the	the	DET
cet-1162	91	36	vehicle	vehicle	NOUN
cet-1162	91	37	,	,	PUNCT
cet-1162	91	38	and	and	CCONJ
cet-1162	91	39	ci	ci	NOUN
cet-1162	91	40	represents	represent	VERB
cet-1162	91	41	the	the	DET
cet-1162	91	42	collection	collection	NOUN
cet-1162	91	43	of	of	ADP
cet-1162	91	44	customers	customer	NOUN
cet-1162	91	45	which	which	PRON
cet-1162	91	46	require	require	VERB
cet-1162	91	47	vehicle	vehicle	NOUN
cet-1162	91	48	v	v	NOUN
cet-1162	91	49	to	to	ADP
cet-1162	91	50	delivery	delivery	NOUN
cet-1162	91	51	.	.	PUNCT
cet-1162	92	1	in	in	ADP
cet-1162	92	2	order	order	NOUN
cet-1162	92	3	to	to	PART
cet-1162	92	4	ensure	ensure	VERB
cet-1162	92	5	the	the	DET
cet-1162	92	6	convergence	convergence	NOUN
cet-1162	92	7	of	of	ADP
cet-1162	92	8	the	the	DET
cet-1162	92	9	algorithm	algorithm	NOUN
cet-1162	92	10	,	,	PUNCT
cet-1162	92	11	we	we	PRON
cet-1162	92	12	use	use	VERB
cet-1162	92	13	the	the	DET
cet-1162	92	14	convergence	convergence	NOUN
cet-1162	92	15	factor	factor	NOUN
cet-1162	92	16	ι	ι	NOUN
cet-1162	92	17	as	as	ADP
cet-1162	92	18	a	a	DET
cet-1162	92	19	parameter	parameter	NOUN
cet-1162	92	20	of	of	ADP
cet-1162	92	21	the	the	DET
cet-1162	92	22	formula	formula	NOUN
cet-1162	92	23	and	and	CCONJ
cet-1162	92	24	so	so	ADV
cet-1162	92	25	we	we	PRON
cet-1162	92	26	can	can	AUX
cet-1162	92	27	get	get	VERB
cet-1162	92	28	the	the	DET
cet-1162	92	29	new	new	ADJ
cet-1162	92	30	update	update	NOUN
cet-1162	92	31	function	function	NOUN
cet-1162	92	32	.	.	PUNCT
cet-1162	93	1	1	1	NUM
cet-1162	93	2	1	1	NUM
cet-1162	93	3	1	1	NUM
cet-1162	93	4	2	2	NUM
cet-1162	93	5	2	2	NUM
cet-1162	93	6	(	(	PUNCT
cet-1162	93	7	(	(	PUNCT
cet-1162	93	8	)	)	PUNCT
cet-1162	93	9	(	(	PUNCT
cet-1162	93	10	)	)	PUNCT
cet-1162	93	11	)	)	PUNCT
cet-1162	94	1	g	g	NOUN
cet-1162	94	2	g	g	PROPN
cet-1162	94	3	g	g	PROPN
cet-1162	94	4	g	g	PROPN
cet-1162	94	5	g	g	PROPN
cet-1162	94	6	g	g	PROPN
cet-1162	94	7	ik	ik	PROPN
cet-1162	94	8	ik	ik	PROPN
cet-1162	94	9	ak	ak	PROPN
cet-1162	94	10	ik	ik	PROPN
cet-1162	94	11	bk	bk	PROPN
cet-1162	94	12	ikv	ikv	PROPN
cet-1162	94	13	w	w	PROPN
cet-1162	94	14	v	v	NOUN
cet-1162	94	15	r	r	NOUN
cet-1162	94	16	p	p	NOUN
cet-1162	94	17	p	p	NOUN
cet-1162	94	18	r	r	NOUN
cet-1162	94	19	p	p	NOUN
cet-1162	94	20	pγ	pγ	PROPN
cet-1162	94	21	σ	σ	NOUN
cet-1162	94	22	σ+	σ+	X
cet-1162	95	1	=	=	PUNCT
cet-1162	95	2	⋅	⋅	X
cet-1162	95	3	⋅	⋅	PROPN
cet-1162	95	4	+	+	CCONJ
cet-1162	95	5	−	−	PROPN
cet-1162	95	6	+	+	CCONJ
cet-1162	95	7	−	−	PROPN
cet-1162	95	8	(	(	PUNCT
cet-1162	95	9	11	11	NUM
cet-1162	95	10	)	)	PUNCT
cet-1162	95	11	we	we	PRON
cet-1162	95	12	let	let	VERB
cet-1162	95	13	θ	θ	X
cet-1162	95	14	=	=	VERB
cet-1162	95	15	σ1+σ2	σ1+σ2	PROPN
cet-1162	95	16	,	,	PUNCT
cet-1162	95	17	and	and	CCONJ
cet-1162	95	18	the	the	DET
cet-1162	95	19	convergence	convergence	NOUN
cet-1162	95	20	factor	factor	NOUN
cet-1162	95	21	γ	γ	NOUN
cet-1162	95	22	can	can	AUX
cet-1162	95	23	be	be	AUX
cet-1162	95	24	expressed	express	VERB
cet-1162	95	25	as	as	SCONJ
cet-1162	95	26	follows	follow	VERB
cet-1162	95	27	.	.	PUNCT
cet-1162	96	1	2	2	NUM
cet-1162	96	2	2	2	NUM
cet-1162	96	3	|	|	NOUN
cet-1162	96	4	2	2	NUM
cet-1162	96	5	4	4	NUM
cet-1162	96	6	|	|	ADV
cet-1162	96	7	γ	γ	X
cet-1162	96	8	θ	θ	NOUN
cet-1162	96	9	θ	θ	X
cet-1162	96	10	θ	θ	X
cet-1162	96	11	=	=	PUNCT
cet-1162	97	1	−	−	PROPN
cet-1162	97	2	−	−	NOUN
cet-1162	97	3	−	−	PROPN
cet-1162	98	1	(	(	PUNCT
cet-1162	98	2	12	12	NUM
cet-1162	98	3	)	)	PUNCT
cet-1162	98	4	according	accord	VERB
cet-1162	98	5	to	to	ADP
cet-1162	98	6	the	the	DET
cet-1162	98	7	above	above	ADJ
cet-1162	98	8	formulas	formula	NOUN
cet-1162	98	9	,	,	PUNCT
cet-1162	98	10	we	we	PRON
cet-1162	98	11	can	can	AUX
cet-1162	98	12	get	get	VERB
cet-1162	98	13	that	that	SCONJ
cet-1162	98	14	the	the	DET
cet-1162	98	15	logistics	logistic	NOUN
cet-1162	98	16	distribution	distribution	NOUN
cet-1162	98	17	not	not	PART
cet-1162	98	18	only	only	ADV
cet-1162	98	19	requires	require	VERB
cet-1162	98	20	less	less	ADJ
cet-1162	98	21	delivery	delivery	NOUN
cet-1162	98	22	vehicles	vehicle	NOUN
cet-1162	98	23	,	,	PUNCT
cet-1162	98	24	but	but	CCONJ
cet-1162	98	25	also	also	ADV
cet-1162	98	26	requires	require	VERB
cet-1162	98	27	the	the	DET
cet-1162	98	28	shortest	short	ADJ
cet-1162	98	29	delivery	delivery	NOUN
cet-1162	98	30	path	path	NOUN
cet-1162	98	31	.	.	PUNCT
cet-1162	99	1	therefore	therefore	ADV
cet-1162	99	2	,	,	PUNCT
cet-1162	99	3	the	the	DET
cet-1162	99	4	search	search	NOUN
cet-1162	99	5	of	of	ADP
cet-1162	99	6	the	the	DET
cet-1162	99	7	optimal	optimal	ADJ
cet-1162	99	8	path	path	NOUN
cet-1162	99	9	is	be	AUX
cet-1162	99	10	the	the	DET
cet-1162	99	11	most	most	ADV
cet-1162	99	12	key	key	ADJ
cet-1162	99	13	link	link	NOUN
cet-1162	99	14	.	.	PUNCT
cet-1162	100	1	4	4	X
cet-1162	100	2	.	.	X
cet-1162	100	3	application	application	NOUN
cet-1162	100	4	of	of	ADP
cet-1162	100	5	gis	gis	NOUN
cet-1162	100	6	in	in	ADP
cet-1162	100	7	distribution	distribution	NOUN
cet-1162	100	8	management	management	NOUN
cet-1162	100	9	of	of	ADP
cet-1162	100	10	chemical	chemical	NOUN
cet-1162	100	11	products	product	NOUN
cet-1162	100	12	as	as	ADP
cet-1162	100	13	a	a	DET
cet-1162	100	14	technical	technical	ADJ
cet-1162	100	15	means	mean	NOUN
cet-1162	100	16	,	,	PUNCT
cet-1162	100	17	gis	gis	PROPN
cet-1162	100	18	has	have	VERB
cet-1162	100	19	unique	unique	ADJ
cet-1162	100	20	advantages	advantage	NOUN
cet-1162	100	21	in	in	ADP
cet-1162	100	22	processing	processing	NOUN
cet-1162	100	23	and	and	CCONJ
cet-1162	100	24	analyzing	analyze	VERB
cet-1162	100	25	complex	complex	ADJ
cet-1162	100	26	spatial	spatial	ADJ
cet-1162	100	27	data	datum	NOUN
cet-1162	100	28	.	.	PUNCT
cet-1162	101	1	where	where	SCONJ
cet-1162	101	2	,	,	PUNCT
cet-1162	101	3	visualization	visualization	NOUN
cet-1162	101	4	and	and	CCONJ
cet-1162	101	5	easy	easy	ADJ
cet-1162	101	6	to	to	PART
cet-1162	101	7	operate	operate	VERB
cet-1162	101	8	are	be	AUX
cet-1162	101	9	the	the	DET
cet-1162	101	10	biggest	big	ADJ
cet-1162	101	11	highlights	highlight	NOUN
cet-1162	101	12	.	.	PUNCT
cet-1162	102	1	the	the	DET
cet-1162	102	2	distribution	distribution	NOUN
cet-1162	102	3	management	management	NOUN
cet-1162	102	4	platform	platform	NOUN
cet-1162	102	5	of	of	ADP
cet-1162	102	6	chemical	chemical	NOUN
cet-1162	102	7	products	product	NOUN
cet-1162	102	8	based	base	VERB
cet-1162	102	9	on	on	ADP
cet-1162	102	10	gis	gis	PROPN
cet-1162	102	11	is	be	AUX
cet-1162	102	12	mainly	mainly	ADV
cet-1162	102	13	composed	compose	VERB
cet-1162	102	14	of	of	ADP
cet-1162	102	15	five	five	NUM
cet-1162	102	16	layers	layer	NOUN
cet-1162	102	17	,	,	PUNCT
cet-1162	102	18	and	and	CCONJ
cet-1162	102	19	they	they	PRON
cet-1162	102	20	are	be	AUX
cet-1162	102	21	presentation	presentation	NOUN
cet-1162	102	22	layer	layer	NOUN
cet-1162	102	23	,	,	PUNCT
cet-1162	102	24	control	control	NOUN
cet-1162	102	25	layer	layer	NOUN
cet-1162	102	26	,	,	PUNCT
cet-1162	102	27	model	model	NOUN
cet-1162	102	28	layer	layer	NOUN
cet-1162	102	29	,	,	PUNCT
cet-1162	102	30	data	datum	NOUN
cet-1162	102	31	persistence	persistence	NOUN
cet-1162	102	32	layer	layer	NOUN
cet-1162	102	33	and	and	CCONJ
cet-1162	102	34	data	datum	NOUN
cet-1162	102	35	layer	layer	NOUN
cet-1162	102	36	.	.	PUNCT
cet-1162	103	1	the	the	DET
cet-1162	103	2	system	system	NOUN
cet-1162	103	3	architecture	architecture	NOUN
cet-1162	103	4	of	of	ADP
cet-1162	103	5	distribution	distribution	NOUN
cet-1162	103	6	management	management	NOUN
cet-1162	103	7	platform	platform	NOUN
cet-1162	103	8	is	be	AUX
cet-1162	103	9	as	as	SCONJ
cet-1162	103	10	follows	follow	VERB
cet-1162	103	11	.	.	PUNCT
cet-1162	104	1	figure	figure	VERB
cet-1162	104	2	2	2	NUM
cet-1162	104	3	:	:	PUNCT
cet-1162	104	4	system	system	NOUN
cet-1162	104	5	architecture	architecture	NOUN
cet-1162	104	6	of	of	ADP
cet-1162	104	7	distribution	distribution	NOUN
cet-1162	104	8	management	management	NOUN
cet-1162	104	9	platform	platform	NOUN
cet-1162	104	10	the	the	DET
cet-1162	104	11	presentation	presentation	NOUN
cet-1162	104	12	layer	layer	NOUN
cet-1162	104	13	refers	refer	VERB
cet-1162	104	14	to	to	ADP
cet-1162	104	15	the	the	DET
cet-1162	104	16	part	part	NOUN
cet-1162	104	17	that	that	PRON
cet-1162	104	18	interacts	interact	VERB
cet-1162	104	19	with	with	ADP
cet-1162	104	20	users	user	NOUN
cet-1162	104	21	,	,	PUNCT
cet-1162	104	22	and	and	CCONJ
cet-1162	104	23	in	in	ADP
cet-1162	104	24	the	the	DET
cet-1162	104	25	mode	mode	NOUN
cet-1162	104	26	of	of	ADP
cet-1162	104	27	b	b	PROPN
cet-1162	104	28	/	/	SYM
cet-1162	104	29	s	s	PROPN
cet-1162	104	30	,	,	PUNCT
cet-1162	104	31	it	it	PRON
cet-1162	104	32	means	mean	VERB
cet-1162	104	33	the	the	DET
cet-1162	104	34	browser	browser	NOUN
cet-1162	104	35	.	.	PUNCT
cet-1162	105	1	the	the	DET
cet-1162	105	2	presentation	presentation	NOUN
cet-1162	105	3	layer	layer	NOUN
cet-1162	105	4	uses	use	VERB
cet-1162	105	5	jsp	jsp	PROPN
cet-1162	105	6	,	,	PUNCT
cet-1162	105	7	html	html	NOUN
cet-1162	105	8	,	,	PUNCT
cet-1162	105	9	javascript	javascript	NOUN
cet-1162	105	10	,	,	PUNCT
cet-1162	105	11	and	and	CCONJ
cet-1162	105	12	other	other	ADJ
cet-1162	105	13	technologies	technology	NOUN
cet-1162	105	14	to	to	PART
cet-1162	105	15	answer	answer	VERB
cet-1162	105	16	for	for	ADP
cet-1162	105	17	the	the	DET
cet-1162	105	18	user	user	NOUN
cet-1162	105	19	's	's	PART
cet-1162	105	20	various	various	ADJ
cet-1162	105	21	operations	operation	NOUN
cet-1162	105	22	and	and	CCONJ
cet-1162	105	23	some	some	DET
cet-1162	105	24	data	datum	NOUN
cet-1162	105	25	analysis	analysis	NOUN
cet-1162	105	26	.	.	PUNCT
cet-1162	106	1	in	in	ADP
cet-1162	106	2	addition	addition	NOUN
cet-1162	106	3	,	,	PUNCT
cet-1162	106	4	some	some	DET
cet-1162	106	5	map	map	NOUN
cet-1162	106	6	operations	operation	NOUN
cet-1162	106	7	are	be	AUX
cet-1162	106	8	done	do	VERB
cet-1162	106	9	at	at	ADP
cet-1162	106	10	the	the	DET
cet-1162	106	11	presentation	presentation	NOUN
cet-1162	106	12	layer	layer	NOUN
cet-1162	106	13	.	.	PUNCT
cet-1162	107	1	574	574	NUM
cet-1162	107	2	the	the	DET
cet-1162	107	3	control	control	NOUN
cet-1162	107	4	layer	layer	NOUN
cet-1162	107	5	mainly	mainly	ADV
cet-1162	107	6	refers	refer	VERB
cet-1162	107	7	to	to	ADP
cet-1162	107	8	the	the	DET
cet-1162	107	9	processing	processing	NOUN
cet-1162	107	10	and	and	CCONJ
cet-1162	107	11	forwarding	forwarding	NOUN
cet-1162	107	12	of	of	ADP
cet-1162	107	13	the	the	DET
cet-1162	107	14	user	user	NOUN
cet-1162	107	15	's	's	PART
cet-1162	107	16	request	request	NOUN
cet-1162	107	17	,	,	PUNCT
cet-1162	107	18	and	and	CCONJ
cet-1162	107	19	it	it	PRON
cet-1162	107	20	also	also	ADV
cet-1162	107	21	can	can	AUX
cet-1162	107	22	feedback	feedback	VERB
cet-1162	107	23	the	the	DET
cet-1162	107	24	analysis	analysis	NOUN
cet-1162	107	25	result	result	NOUN
cet-1162	107	26	of	of	ADP
cet-1162	107	27	the	the	DET
cet-1162	107	28	system	system	NOUN
cet-1162	107	29	to	to	ADP
cet-1162	107	30	the	the	DET
cet-1162	107	31	user	user	NOUN
cet-1162	107	32	.	.	PUNCT
cet-1162	108	1	in	in	ADP
cet-1162	108	2	the	the	DET
cet-1162	108	3	distribution	distribution	NOUN
cet-1162	108	4	management	management	NOUN
cet-1162	108	5	platform	platform	NOUN
cet-1162	108	6	of	of	ADP
cet-1162	108	7	chemical	chemical	NOUN
cet-1162	108	8	products	product	NOUN
cet-1162	108	9	,	,	PUNCT
cet-1162	108	10	the	the	DET
cet-1162	108	11	main	main	ADJ
cet-1162	108	12	business	business	NOUN
cet-1162	108	13	of	of	ADP
cet-1162	108	14	this	this	DET
cet-1162	108	15	layer	layer	NOUN
cet-1162	108	16	is	be	AUX
cet-1162	108	17	realized	realize	VERB
cet-1162	108	18	by	by	ADP
cet-1162	108	19	servlet	servlet	NOUN
cet-1162	108	20	.	.	PUNCT
cet-1162	109	1	the	the	DET
cet-1162	109	2	model	model	NOUN
cet-1162	109	3	layer	layer	NOUN
cet-1162	109	4	encapsulates	encapsulate	VERB
cet-1162	109	5	the	the	DET
cet-1162	109	6	data	datum	NOUN
cet-1162	109	7	associated	associate	VERB
cet-1162	109	8	with	with	ADP
cet-1162	109	9	the	the	DET
cet-1162	109	10	business	business	NOUN
cet-1162	109	11	logic	logic	NOUN
cet-1162	109	12	as	as	ADV
cet-1162	109	13	well	well	ADV
cet-1162	109	14	as	as	ADP
cet-1162	109	15	some	some	DET
cet-1162	109	16	methods	method	NOUN
cet-1162	109	17	of	of	ADP
cet-1162	109	18	processing	process	VERB
cet-1162	109	19	the	the	DET
cet-1162	109	20	data	datum	NOUN
cet-1162	109	21	.	.	PUNCT
cet-1162	110	1	in	in	ADP
cet-1162	110	2	the	the	DET
cet-1162	110	3	management	management	NOUN
cet-1162	110	4	platform	platform	NOUN
cet-1162	110	5	,	,	PUNCT
cet-1162	110	6	we	we	PRON
cet-1162	110	7	use	use	VERB
cet-1162	110	8	javabean	javabean	NOUN
cet-1162	110	9	reusable	reusable	ADJ
cet-1162	110	10	components	component	NOUN
cet-1162	110	11	as	as	ADP
cet-1162	110	12	model	model	NOUN
cet-1162	110	13	layer	layer	NOUN
cet-1162	110	14	.	.	PUNCT
cet-1162	111	1	the	the	DET
cet-1162	111	2	data	data	NOUN
cet-1162	111	3	persistence	persistence	NOUN
cet-1162	111	4	layer	layer	NOUN
cet-1162	111	5	,	,	PUNCT
cet-1162	111	6	which	which	PRON
cet-1162	111	7	is	be	AUX
cet-1162	111	8	also	also	ADV
cet-1162	111	9	called	call	VERB
cet-1162	111	10	the	the	DET
cet-1162	111	11	data	datum	NOUN
cet-1162	111	12	access	access	NOUN
cet-1162	111	13	layer	layer	NOUN
cet-1162	111	14	,	,	PUNCT
cet-1162	111	15	is	be	AUX
cet-1162	111	16	responsible	responsible	ADJ
cet-1162	111	17	for	for	ADP
cet-1162	111	18	the	the	DET
cet-1162	111	19	operation	operation	NOUN
cet-1162	111	20	of	of	ADP
cet-1162	111	21	data	datum	NOUN
cet-1162	111	22	in	in	ADP
cet-1162	111	23	storage	storage	NOUN
cet-1162	111	24	devices	device	NOUN
cet-1162	111	25	,	,	PUNCT
cet-1162	111	26	such	such	ADJ
cet-1162	111	27	as	as	ADP
cet-1162	111	28	data	datum	NOUN
cet-1162	111	29	addition	addition	NOUN
cet-1162	111	30	,	,	PUNCT
cet-1162	111	31	deletion	deletion	NOUN
cet-1162	111	32	,	,	PUNCT
cet-1162	111	33	modification	modification	NOUN
cet-1162	111	34	and	and	CCONJ
cet-1162	111	35	query	query	NOUN
cet-1162	111	36	.	.	PUNCT
cet-1162	112	1	in	in	ADP
cet-1162	112	2	order	order	NOUN
cet-1162	112	3	to	to	PART
cet-1162	112	4	reduce	reduce	VERB
cet-1162	112	5	the	the	DET
cet-1162	112	6	coupling	coupling	NOUN
cet-1162	112	7	and	and	CCONJ
cet-1162	112	8	improve	improve	VERB
cet-1162	112	9	the	the	DET
cet-1162	112	10	cohesion	cohesion	NOUN
cet-1162	112	11	,	,	PUNCT
cet-1162	112	12	this	this	DET
cet-1162	112	13	layer	layer	NOUN
cet-1162	112	14	is	be	AUX
cet-1162	112	15	subdivided	subdivide	VERB
cet-1162	112	16	into	into	ADP
cet-1162	112	17	data	datum	NOUN
cet-1162	112	18	operation	operation	NOUN
cet-1162	112	19	part	part	NOUN
cet-1162	112	20	and	and	CCONJ
cet-1162	112	21	database	database	NOUN
cet-1162	112	22	connection	connection	NOUN
cet-1162	112	23	part	part	NOUN
cet-1162	112	24	which	which	PRON
cet-1162	112	25	realize	realize	VERB
cet-1162	112	26	the	the	DET
cet-1162	112	27	further	further	ADJ
cet-1162	112	28	separation	separation	NOUN
cet-1162	112	29	of	of	ADP
cet-1162	112	30	business	business	NOUN
cet-1162	112	31	operation	operation	NOUN
cet-1162	112	32	and	and	CCONJ
cet-1162	112	33	data	datum	NOUN
cet-1162	112	34	access	access	NOUN
cet-1162	112	35	.	.	PUNCT
cet-1162	113	1	the	the	DET
cet-1162	113	2	data	data	NOUN
cet-1162	113	3	layer	layer	NOUN
cet-1162	113	4	is	be	AUX
cet-1162	113	5	the	the	DET
cet-1162	113	6	part	part	NOUN
cet-1162	113	7	of	of	ADP
cet-1162	113	8	data	datum	NOUN
cet-1162	113	9	storage	storage	NOUN
cet-1162	113	10	.	.	PUNCT
cet-1162	114	1	in	in	ADP
cet-1162	114	2	the	the	DET
cet-1162	114	3	management	management	NOUN
cet-1162	114	4	platform	platform	NOUN
cet-1162	114	5	,	,	PUNCT
cet-1162	114	6	it	it	PRON
cet-1162	114	7	mainly	mainly	ADV
cet-1162	114	8	refers	refer	VERB
cet-1162	114	9	to	to	ADP
cet-1162	114	10	the	the	DET
cet-1162	114	11	database	database	NOUN
cet-1162	114	12	part	part	NOUN
cet-1162	114	13	,	,	PUNCT
cet-1162	114	14	which	which	PRON
cet-1162	114	15	is	be	AUX
cet-1162	114	16	mainly	mainly	ADV
cet-1162	114	17	responsible	responsible	ADJ
cet-1162	114	18	for	for	ADP
cet-1162	114	19	storing	store	VERB
cet-1162	114	20	data	datum	NOUN
cet-1162	114	21	in	in	ADP
cet-1162	114	22	the	the	DET
cet-1162	114	23	server	server	NOUN
cet-1162	114	24	storage	storage	NOUN
cet-1162	114	25	device	device	NOUN
cet-1162	114	26	.	.	PUNCT
cet-1162	115	1	the	the	DET
cet-1162	115	2	development	development	NOUN
cet-1162	115	3	of	of	ADP
cet-1162	115	4	cloud	cloud	NOUN
cet-1162	115	5	service	service	NOUN
cet-1162	115	6	technology	technology	NOUN
cet-1162	115	7	has	have	AUX
cet-1162	115	8	greatly	greatly	ADV
cet-1162	115	9	reduced	reduce	VERB
cet-1162	115	10	the	the	DET
cet-1162	115	11	investment	investment	NOUN
cet-1162	115	12	of	of	ADP
cet-1162	115	13	chemical	chemical	ADJ
cet-1162	115	14	manufacturers	manufacturer	NOUN
cet-1162	115	15	in	in	ADP
cet-1162	115	16	server	server	NOUN
cet-1162	115	17	hardware	hardware	NOUN
cet-1162	115	18	facilities	facility	NOUN
cet-1162	115	19	and	and	CCONJ
cet-1162	115	20	administrators	administrator	NOUN
cet-1162	115	21	,	,	PUNCT
cet-1162	115	22	which	which	PRON
cet-1162	115	23	makes	make	VERB
cet-1162	115	24	it	it	PRON
cet-1162	115	25	easier	easy	ADJ
cet-1162	115	26	for	for	SCONJ
cet-1162	115	27	the	the	DET
cet-1162	115	28	management	management	NOUN
cet-1162	115	29	platform	platform	NOUN
cet-1162	115	30	to	to	PART
cet-1162	115	31	become	become	VERB
cet-1162	115	32	popular	popular	ADJ
cet-1162	115	33	among	among	ADP
cet-1162	115	34	chemical	chemical	NOUN
cet-1162	115	35	manufacturers	manufacturer	NOUN
cet-1162	115	36	.	.	PUNCT
cet-1162	116	1	5	5	X
cet-1162	116	2	.	.	X
cet-1162	116	3	simulation	simulation	NOUN
cet-1162	116	4	experiment	experiment	NOUN
cet-1162	116	5	and	and	CCONJ
cet-1162	116	6	analysis	analysis	NOUN
cet-1162	116	7	for	for	ADP
cet-1162	116	8	the	the	DET
cet-1162	116	9	optimization	optimization	NOUN
cet-1162	116	10	verification	verification	NOUN
cet-1162	116	11	of	of	ADP
cet-1162	116	12	two	two	NUM
cet-1162	116	13	intelligent	intelligent	ADJ
cet-1162	116	14	algorithms	algorithm	NOUN
cet-1162	116	15	,	,	PUNCT
cet-1162	116	16	this	this	DET
cet-1162	116	17	paper	paper	NOUN
cet-1162	116	18	compares	compare	VERB
cet-1162	116	19	the	the	DET
cet-1162	116	20	improved	improved	ADJ
cet-1162	116	21	particle	particle	NOUN
cet-1162	116	22	swarm	swarm	NOUN
cet-1162	116	23	optimization	optimization	NOUN
cet-1162	116	24	algorithm	algorithm	NOUN
cet-1162	116	25	with	with	ADP
cet-1162	116	26	the	the	DET
cet-1162	116	27	standard	standard	ADJ
cet-1162	116	28	particle	particle	NOUN
cet-1162	116	29	swarm	swarm	NOUN
cet-1162	116	30	algorithm	algorithm	NOUN
cet-1162	116	31	from	from	ADP
cet-1162	116	32	the	the	DET
cet-1162	116	33	aspects	aspect	NOUN
cet-1162	116	34	of	of	ADP
cet-1162	116	35	the	the	DET
cet-1162	116	36	optimal	optimal	ADJ
cet-1162	116	37	path	path	NOUN
cet-1162	116	38	and	and	CCONJ
cet-1162	116	39	the	the	DET
cet-1162	116	40	convergence	convergence	NOUN
cet-1162	116	41	speed	speed	NOUN
cet-1162	116	42	.	.	PUNCT
cet-1162	117	1	the	the	DET
cet-1162	117	2	acceleration	acceleration	NOUN
cet-1162	117	3	coefficient	coefficient	NOUN
cet-1162	117	4	of	of	ADP
cet-1162	117	5	standard	standard	ADJ
cet-1162	117	6	particle	particle	NOUN
cet-1162	117	7	swarm	swarm	NOUN
cet-1162	117	8	algorithm	algorithm	NOUN
cet-1162	117	9	is	be	AUX
cet-1162	117	10	set	set	VERB
cet-1162	117	11	as	as	SCONJ
cet-1162	117	12	follows	follow	VERB
cet-1162	117	13	.	.	PUNCT
cet-1162	118	1	1	1	NUM
cet-1162	118	2	2	2	NUM
cet-1162	118	3	1.5σ	1.5σ	NUM
cet-1162	118	4	σ=	σ=	NOUN
cet-1162	118	5	=	=	PUNCT
cet-1162	118	6	(	(	PUNCT
cet-1162	118	7	13	13	NUM
cet-1162	118	8	)	)	PUNCT
cet-1162	118	9	and	and	CCONJ
cet-1162	118	10	the	the	DET
cet-1162	118	11	inertia	inertia	NOUN
cet-1162	118	12	weight	weight	NOUN
cet-1162	118	13	coefficient	coefficient	NOUN
cet-1162	118	14	is	be	AUX
cet-1162	118	15	set	set	VERB
cet-1162	118	16	to	to	ADP
cet-1162	118	17	0.4	0.4	NUM
cet-1162	118	18	.	.	PUNCT
cet-1162	119	1	a．comparison	a．comparison	PROPN
cet-1162	119	2	of	of	ADP
cet-1162	119	3	search	search	NOUN
cet-1162	119	4	paths	path	NOUN
cet-1162	119	5	in	in	ADP
cet-1162	119	6	the	the	DET
cet-1162	119	7	same	same	ADJ
cet-1162	119	8	environment	environment	NOUN
cet-1162	119	9	through	through	ADP
cet-1162	119	10	the	the	DET
cet-1162	119	11	simulation	simulation	NOUN
cet-1162	119	12	results	result	VERB
cet-1162	119	13	in	in	ADP
cet-1162	119	14	figure	figure	NOUN
cet-1162	119	15	3	3	NUM
cet-1162	119	16	,	,	PUNCT
cet-1162	119	17	we	we	PRON
cet-1162	119	18	can	can	AUX
cet-1162	119	19	get	get	VERB
cet-1162	119	20	that	that	SCONJ
cet-1162	119	21	the	the	DET
cet-1162	119	22	path	path	NOUN
cet-1162	119	23	of	of	ADP
cet-1162	119	24	the	the	DET
cet-1162	119	25	improved	improve	VERB
cet-1162	119	26	particle	particle	NOUN
cet-1162	119	27	swarm	swarm	NOUN
cet-1162	119	28	optimization	optimization	NOUN
cet-1162	119	29	is{(0,0),(1,1),(2,3),(3,4),(4,5),(5,7),(6,7),(7,8),(8,10),(9,11),(10,12),(11,12),(12,12),(13,13),(14,14),(15,15	is{(0,0),(1,1),(2,3),(3,4),(4,5),(5,7),(6,7),(7,8),(8,10),(9,11),(10,12),(11,12),(12,12),(13,13),(14,14),(15,15	PROPN
cet-1162	119	30	)	)	PUNCT
cet-1162	119	31	}	}	PUNCT
cet-1162	119	32	.	.	PUNCT
cet-1162	120	1	the	the	DET
cet-1162	120	2	fitness	fitness	NOUN
cet-1162	120	3	value	value	NOUN
cet-1162	120	4	of	of	ADP
cet-1162	120	5	global	global	ADJ
cet-1162	120	6	optimal	optimal	ADJ
cet-1162	120	7	path	path	NOUN
cet-1162	120	8	is	be	AUX
cet-1162	120	9	26	26	NUM
cet-1162	120	10	.	.	PUNCT
cet-1162	121	1	while	while	SCONJ
cet-1162	121	2	the	the	DET
cet-1162	121	3	fitness	fitness	NOUN
cet-1162	121	4	value	value	NOUN
cet-1162	121	5	of	of	ADP
cet-1162	121	6	the	the	DET
cet-1162	121	7	standard	standard	ADJ
cet-1162	121	8	particle	particle	NOUN
cet-1162	121	9	swarm	swarm	NOUN
cet-1162	121	10	optimization	optimization	NOUN
cet-1162	121	11	is	be	AUX
cet-1162	121	12	27	27	NUM
cet-1162	121	13	and	and	CCONJ
cet-1162	121	14	set	set	VERB
cet-1162	121	15	{	{	PUNCT
cet-1162	121	16	(	(	PUNCT
cet-1162	121	17	0,0),(1,1),(2,3),(3,4),(4,7),(5,7),(6,7),(7,7),(8,8),(9,8),(10,8),(11,8),(12,10),(13,13	0,0),(1,1),(2,3),(3,4),(4,7),(5,7),(6,7),(7,7),(8,8),(9,8),(10,8),(11,8),(12,10),(13,13	NOUN
cet-1162	121	18	)	)	PUNCT
cet-1162	121	19	,	,	PUNCT
cet-1162	121	20	(	(	PUNCT
cet-1162	121	21	14,14	14,14	ADV
cet-1162	121	22	)	)	PUNCT
cet-1162	121	23	,	,	PUNCT
cet-1162	121	24	(	(	PUNCT
cet-1162	121	25	15,15	15,15	X
cet-1162	121	26	)	)	PUNCT
cet-1162	121	27	}	}	PUNCT
cet-1162	121	28	represents	represent	VERB
cet-1162	121	29	the	the	DET
cet-1162	121	30	path	path	NOUN
cet-1162	121	31	of	of	ADP
cet-1162	121	32	the	the	DET
cet-1162	121	33	standard	standard	ADJ
cet-1162	121	34	particle	particle	NOUN
cet-1162	121	35	swarm	swarm	NOUN
cet-1162	121	36	algorithm	algorithm	NOUN
cet-1162	121	37	.	.	PUNCT
cet-1162	122	1	although	although	SCONJ
cet-1162	122	2	the	the	DET
cet-1162	122	3	standard	standard	ADJ
cet-1162	122	4	particle	particle	NOUN
cet-1162	122	5	swarm	swarm	NOUN
cet-1162	122	6	algorithm	algorithm	NOUN
cet-1162	122	7	performs	perform	VERB
cet-1162	122	8	better	well	ADV
cet-1162	122	9	in	in	ADP
cet-1162	122	10	local	local	ADJ
cet-1162	122	11	path	path	NOUN
cet-1162	122	12	planning	planning	NOUN
cet-1162	122	13	,	,	PUNCT
cet-1162	122	14	the	the	DET
cet-1162	122	15	improved	improve	VERB
cet-1162	122	16	particle	particle	NOUN
cet-1162	122	17	swarm	swarm	NOUN
cet-1162	122	18	algorithm	algorithm	NOUN
cet-1162	122	19	performs	perform	VERB
cet-1162	122	20	better	well	ADV
cet-1162	122	21	in	in	ADP
cet-1162	122	22	global	global	ADJ
cet-1162	122	23	path	path	NOUN
cet-1162	122	24	.	.	PUNCT
cet-1162	123	1	figure	figure	VERB
cet-1162	123	2	3	3	NUM
cet-1162	123	3	:	:	PUNCT
cet-1162	123	4	the	the	DET
cet-1162	123	5	comparison	comparison	NOUN
cet-1162	123	6	diagram	diagram	NOUN
cet-1162	123	7	of	of	ADP
cet-1162	123	8	global	global	ADJ
cet-1162	123	9	optimal	optimal	ADJ
cet-1162	123	10	paths	path	NOUN
cet-1162	123	11	b．comparison	b．comparison	NOUN
cet-1162	123	12	of	of	ADP
cet-1162	123	13	convergence	convergence	NOUN
cet-1162	123	14	rates	rate	NOUN
cet-1162	123	15	in	in	ADP
cet-1162	123	16	the	the	DET
cet-1162	123	17	same	same	ADJ
cet-1162	123	18	environment	environment	NOUN
cet-1162	123	19	figure	figure	NOUN
cet-1162	123	20	4	4	NUM
cet-1162	123	21	shows	show	VERB
cet-1162	123	22	the	the	DET
cet-1162	123	23	convergence	convergence	NOUN
cet-1162	123	24	process	process	NOUN
cet-1162	123	25	of	of	ADP
cet-1162	123	26	the	the	DET
cet-1162	123	27	optimal	optimal	ADJ
cet-1162	123	28	solution	solution	NOUN
cet-1162	123	29	generated	generate	VERB
cet-1162	123	30	by	by	ADP
cet-1162	123	31	the	the	DET
cet-1162	123	32	improved	improve	VERB
cet-1162	123	33	particle	particle	NOUN
cet-1162	123	34	swarm	swarm	NOUN
cet-1162	123	35	algorithm	algorithm	NOUN
cet-1162	123	36	and	and	CCONJ
cet-1162	123	37	the	the	DET
cet-1162	123	38	standard	standard	ADJ
cet-1162	123	39	particle	particle	NOUN
cet-1162	123	40	swarm	swarm	NOUN
cet-1162	123	41	algorithm	algorithm	NOUN
cet-1162	123	42	.	.	PUNCT
cet-1162	124	1	by	by	ADP
cet-1162	124	2	comparison	comparison	NOUN
cet-1162	124	3	,	,	PUNCT
cet-1162	124	4	it	it	PRON
cet-1162	124	5	can	can	AUX
cet-1162	124	6	be	be	AUX
cet-1162	124	7	seen	see	VERB
cet-1162	124	8	that	that	SCONJ
cet-1162	124	9	the	the	DET
cet-1162	124	10	two	two	NUM
cet-1162	124	11	algorithms	algorithm	NOUN
cet-1162	124	12	can	can	AUX
cet-1162	124	13	reach	reach	VERB
cet-1162	124	14	the	the	DET
cet-1162	124	15	local	local	ADJ
cet-1162	124	16	optimal	optimal	ADJ
cet-1162	124	17	solution	solution	NOUN
cet-1162	124	18	quickly	quickly	ADV
cet-1162	124	19	.	.	PUNCT
cet-1162	125	1	however	however	ADV
cet-1162	125	2	,	,	PUNCT
cet-1162	125	3	as	as	ADP
cet-1162	125	4	the	the	DET
cet-1162	125	5	number	number	NOUN
cet-1162	125	6	of	of	ADP
cet-1162	125	7	iterations	iteration	NOUN
cet-1162	125	8	increases	increase	NOUN
cet-1162	125	9	,	,	PUNCT
cet-1162	125	10	the	the	DET
cet-1162	125	11	standard	standard	ADJ
cet-1162	125	12	particle	particle	NOUN
cet-1162	125	13	swarm	swarm	NOUN
cet-1162	125	14	algorithm	algorithm	NOUN
cet-1162	125	15	does	do	AUX
cet-1162	125	16	not	not	PART
cet-1162	125	17	jump	jump	VERB
cet-1162	125	18	out	out	ADP
cet-1162	125	19	of	of	ADP
cet-1162	125	20	the	the	DET
cet-1162	125	21	local	local	ADJ
cet-1162	125	22	optimum	optimum	NOUN
cet-1162	125	23	.	.	PUNCT
cet-1162	126	1	meanwhile	meanwhile	ADV
cet-1162	126	2	,	,	PUNCT
cet-1162	126	3	the	the	DET
cet-1162	126	4	improved	improved	ADJ
cet-1162	126	5	particle	particle	NOUN
cet-1162	126	6	swarm	swarm	NOUN
cet-1162	126	7	algorithm	algorithm	NOUN
cet-1162	126	8	finds	find	VERB
cet-1162	126	9	a	a	DET
cet-1162	126	10	better	well	ADJ
cet-1162	126	11	solution	solution	NOUN
cet-1162	126	12	of	of	ADP
cet-1162	126	13	26	26	NUM
cet-1162	126	14	when	when	SCONJ
cet-1162	126	15	the	the	DET
cet-1162	126	16	number	number	NOUN
cet-1162	126	17	of	of	ADP
cet-1162	126	18	iterations	iteration	NOUN
cet-1162	126	19	reaches	reach	VERB
cet-1162	126	20	190	190	NUM
cet-1162	126	21	.	.	PUNCT
cet-1162	127	1	therefore	therefore	ADV
cet-1162	127	2	,	,	PUNCT
cet-1162	127	3	the	the	DET
cet-1162	127	4	improved	improve	VERB
cet-1162	127	5	particle	particle	NOUN
cet-1162	127	6	swarm	swarm	NOUN
cet-1162	127	7	optimization	optimization	NOUN
cet-1162	127	8	algorithm	algorithm	NOUN
cet-1162	127	9	is	be	AUX
cet-1162	127	10	much	much	ADV
cet-1162	127	11	better	well	ADJ
cet-1162	127	12	than	than	ADP
cet-1162	127	13	the	the	DET
cet-1162	127	14	standard	standard	ADJ
cet-1162	127	15	particle	particle	NOUN
cet-1162	127	16	swarm	swarm	NOUN
cet-1162	127	17	algorithm	algorithm	NOUN
cet-1162	127	18	in	in	ADP
cet-1162	127	19	overcoming	overcome	VERB
cet-1162	127	20	the	the	DET
cet-1162	127	21	local	local	ADJ
cet-1162	127	22	optimum	optimum	NOUN
cet-1162	127	23	.	.	PUNCT
cet-1162	128	1	through	through	ADP
cet-1162	128	2	simulation	simulation	NOUN
cet-1162	128	3	experiment	experiment	NOUN
cet-1162	128	4	,	,	PUNCT
cet-1162	128	5	we	we	PRON
cet-1162	128	6	can	can	AUX
cet-1162	128	7	get	get	VERB
cet-1162	128	8	that	that	SCONJ
cet-1162	128	9	the	the	DET
cet-1162	128	10	improved	improved	ADJ
cet-1162	128	11	dynamic	dynamic	ADJ
cet-1162	128	12	particle	particle	NOUN
cet-1162	128	13	swarm	swarm	NOUN
cet-1162	128	14	algorithm	algorithm	NOUN
cet-1162	128	15	has	have	VERB
cet-1162	128	16	faster	fast	ADJ
cet-1162	128	17	search	search	NOUN
cet-1162	128	18	performance	performance	NOUN
cet-1162	128	19	and	and	CCONJ
cet-1162	128	20	better	well	ADJ
cet-1162	128	21	planning	planning	NOUN
cet-1162	128	22	ability	ability	NOUN
cet-1162	128	23	than	than	ADP
cet-1162	128	24	the	the	DET
cet-1162	128	25	standard	standard	ADJ
cet-1162	128	26	particle	particle	NOUN
cet-1162	128	27	swarm	swarm	NOUN
cet-1162	128	28	optimization	optimization	NOUN
cet-1162	128	29	algorithm	algorithm	NOUN
cet-1162	128	30	.	.	PUNCT
cet-1162	129	1	what	what	PRON
cet-1162	129	2	575	575	NUM
cet-1162	129	3	is	be	AUX
cet-1162	129	4	more	more	ADJ
cet-1162	129	5	,	,	PUNCT
cet-1162	129	6	the	the	DET
cet-1162	129	7	new	new	ADJ
cet-1162	129	8	algorithm	algorithm	NOUN
cet-1162	129	9	also	also	ADV
cet-1162	129	10	performs	perform	VERB
cet-1162	129	11	well	well	ADV
cet-1162	129	12	in	in	ADP
cet-1162	129	13	terms	term	NOUN
cet-1162	129	14	of	of	ADP
cet-1162	129	15	convergence	convergence	NOUN
cet-1162	129	16	speed	speed	NOUN
cet-1162	129	17	.	.	PUNCT
cet-1162	130	1	corresponding	correspond	VERB
cet-1162	130	2	to	to	ADP
cet-1162	130	3	the	the	DET
cet-1162	130	4	particularity	particularity	NOUN
cet-1162	130	5	of	of	ADP
cet-1162	130	6	chemical	chemical	ADJ
cet-1162	130	7	products	product	NOUN
cet-1162	130	8	in	in	ADP
cet-1162	130	9	transportation	transportation	NOUN
cet-1162	130	10	process	process	NOUN
cet-1162	130	11	,	,	PUNCT
cet-1162	130	12	the	the	DET
cet-1162	130	13	improved	improve	VERB
cet-1162	130	14	particle	particle	NOUN
cet-1162	130	15	swarm	swarm	NOUN
cet-1162	130	16	optimization	optimization	NOUN
cet-1162	130	17	algorithm	algorithm	NOUN
cet-1162	130	18	can	can	AUX
cet-1162	130	19	help	help	VERB
cet-1162	130	20	enterprises	enterprise	NOUN
cet-1162	130	21	achieve	achieve	VERB
cet-1162	130	22	safe	safe	ADJ
cet-1162	130	23	and	and	CCONJ
cet-1162	130	24	efficient	efficient	ADJ
cet-1162	130	25	delivery	delivery	NOUN
cet-1162	130	26	in	in	ADP
cet-1162	130	27	the	the	DET
cet-1162	130	28	process	process	NOUN
cet-1162	130	29	of	of	ADP
cet-1162	130	30	chemical	chemical	ADJ
cet-1162	130	31	product	product	NOUN
cet-1162	130	32	distribution	distribution	NOUN
cet-1162	130	33	.	.	PUNCT
cet-1162	131	1	figure	figure	NOUN
cet-1162	131	2	4	4	NUM
cet-1162	131	3	.	.	PUNCT
cet-1162	132	1	the	the	DET
cet-1162	132	2	contrast	contrast	NOUN
cet-1162	132	3	diagram	diagram	NOUN
cet-1162	132	4	of	of	ADP
cet-1162	132	5	the	the	DET
cet-1162	132	6	convergence	convergence	NOUN
cet-1162	132	7	process	process	NOUN
cet-1162	132	8	6	6	NUM
cet-1162	132	9	.	.	PUNCT
cet-1162	132	10	conclusion	conclusion	NOUN
cet-1162	132	11	as	as	ADP
cet-1162	132	12	a	a	DET
cet-1162	132	13	result	result	NOUN
cet-1162	132	14	of	of	ADP
cet-1162	132	15	the	the	DET
cet-1162	132	16	introduction	introduction	NOUN
cet-1162	132	17	of	of	ADP
cet-1162	132	18	gis	gis	NOUN
cet-1162	132	19	,	,	PUNCT
cet-1162	132	20	the	the	DET
cet-1162	132	21	distribution	distribution	NOUN
cet-1162	132	22	management	management	NOUN
cet-1162	132	23	information	information	NOUN
cet-1162	132	24	platform	platform	NOUN
cet-1162	132	25	of	of	ADP
cet-1162	132	26	chemical	chemical	NOUN
cet-1162	132	27	products	product	NOUN
cet-1162	132	28	based	base	VERB
cet-1162	132	29	not	not	PART
cet-1162	132	30	only	only	ADV
cet-1162	132	31	realizes	realize	VERB
cet-1162	132	32	the	the	DET
cet-1162	132	33	real	real	ADJ
cet-1162	132	34	-	-	PUNCT
cet-1162	132	35	time	time	NOUN
cet-1162	132	36	monitoring	monitoring	NOUN
cet-1162	132	37	of	of	ADP
cet-1162	132	38	chemical	chemical	NOUN
cet-1162	132	39	products	product	NOUN
cet-1162	132	40	logistics	logistic	NOUN
cet-1162	132	41	distribution	distribution	NOUN
cet-1162	132	42	,	,	PUNCT
cet-1162	132	43	but	but	CCONJ
cet-1162	132	44	also	also	ADV
cet-1162	132	45	provides	provide	VERB
cet-1162	132	46	efficient	efficient	ADJ
cet-1162	132	47	path	path	NOUN
cet-1162	132	48	planning	planning	NOUN
cet-1162	132	49	capabilities	capability	NOUN
cet-1162	132	50	for	for	ADP
cet-1162	132	51	transportation	transportation	NOUN
cet-1162	132	52	vehicles	vehicle	NOUN
cet-1162	132	53	.	.	PUNCT
cet-1162	133	1	in	in	ADP
cet-1162	133	2	spite	spite	NOUN
cet-1162	133	3	of	of	ADP
cet-1162	133	4	this	this	PRON
cet-1162	133	5	,	,	PUNCT
cet-1162	133	6	this	this	DET
cet-1162	133	7	paper	paper	NOUN
cet-1162	133	8	does	do	AUX
cet-1162	133	9	not	not	PART
cet-1162	133	10	take	take	VERB
cet-1162	133	11	into	into	ADP
cet-1162	133	12	account	account	NOUN
cet-1162	133	13	the	the	DET
cet-1162	133	14	weather	weather	NOUN
cet-1162	133	15	,	,	PUNCT
cet-1162	133	16	altitude	altitude	NOUN
cet-1162	133	17	and	and	CCONJ
cet-1162	133	18	other	other	ADJ
cet-1162	133	19	factors	factor	NOUN
cet-1162	133	20	in	in	ADP
cet-1162	133	21	the	the	DET
cet-1162	133	22	transportation	transportation	NOUN
cet-1162	133	23	of	of	ADP
cet-1162	133	24	chemical	chemical	NOUN
cet-1162	133	25	products	product	NOUN
cet-1162	133	26	,	,	PUNCT
cet-1162	133	27	which	which	PRON
cet-1162	133	28	affects	affect	VERB
cet-1162	133	29	the	the	DET
cet-1162	133	30	accuracy	accuracy	NOUN
cet-1162	133	31	of	of	ADP
cet-1162	133	32	the	the	DET
cet-1162	133	33	algorithm	algorithm	NOUN
cet-1162	133	34	to	to	ADP
cet-1162	133	35	some	some	DET
cet-1162	133	36	extent	extent	NOUN
cet-1162	133	37	.	.	PUNCT
cet-1162	134	1	in	in	ADP
cet-1162	134	2	the	the	DET
cet-1162	134	3	future	future	NOUN
cet-1162	134	4	,	,	PUNCT
cet-1162	134	5	it	it	PRON
cet-1162	134	6	is	be	AUX
cet-1162	134	7	believed	believe	VERB
cet-1162	134	8	that	that	SCONJ
cet-1162	134	9	better	well	ADJ
cet-1162	134	10	algorithms	algorithm	NOUN
cet-1162	134	11	and	and	CCONJ
cet-1162	134	12	models	model	NOUN
cet-1162	134	13	will	will	AUX
cet-1162	134	14	be	be	AUX
cet-1162	134	15	used	use	VERB
cet-1162	134	16	in	in	ADP
cet-1162	134	17	the	the	DET
cet-1162	134	18	distribution	distribution	NOUN
cet-1162	134	19	management	management	NOUN
cet-1162	134	20	of	of	ADP
cet-1162	134	21	chemical	chemical	NOUN
cet-1162	134	22	products	product	NOUN
cet-1162	134	23	.	.	PUNCT
cet-1162	135	1	acknowledgment	acknowledgment	NOUN
cet-1162	135	2	this	this	DET
cet-1162	135	3	paper	paper	NOUN
cet-1162	135	4	is	be	AUX
cet-1162	135	5	supported	support	VERB
cet-1162	135	6	by	by	ADP
cet-1162	135	7	the	the	DET
cet-1162	135	8	key	key	ADJ
cet-1162	135	9	scientific	scientific	ADJ
cet-1162	135	10	research	research	NOUN
cet-1162	135	11	projects	project	NOUN
cet-1162	135	12	plan	plan	NOUN
cet-1162	135	13	of	of	ADP
cet-1162	135	14	henan	henan	PROPN
cet-1162	135	15	higher	high	ADJ
cet-1162	135	16	education	education	NOUN
cet-1162	135	17	(	(	PUNCT
cet-1162	135	18	project	project	NOUN
cet-1162	135	19	title	title	NOUN
cet-1162	135	20	:	:	PUNCT
cet-1162	135	21	research	research	NOUN
cet-1162	135	22	on	on	ADP
cet-1162	135	23	large	large	ADJ
cet-1162	135	24	scale	scale	NOUN
cet-1162	135	25	heterogeneous	heterogeneous	ADJ
cet-1162	135	26	cloud	cloud	NOUN
cet-1162	135	27	computing	compute	VERB
cet-1162	135	28	resource	resource	NOUN
cet-1162	135	29	scheduling	scheduling	NOUN
cet-1162	135	30	platform	platform	NOUN
cet-1162	135	31	based	base	VERB
cet-1162	135	32	on	on	ADP
cet-1162	135	33	artificial	artificial	ADJ
cet-1162	135	34	fish	fish	NOUN
cet-1162	135	35	swarm	swarm	NOUN
cet-1162	135	36	algorithm	algorithm	NOUN
cet-1162	135	37	;	;	PUNCT
cet-1162	135	38	project	project	NOUN
cet-1162	135	39	no	no	NOUN
cet-1162	135	40	.	.	PUNCT
cet-1162	136	1	13b520108	13b520108	NUM
cet-1162	136	2	)	)	PUNCT
cet-1162	136	3	references	reference	NOUN
cet-1162	136	4	bullnheimer	bullnheimer	PROPN
cet-1162	136	5	b.	b.	PROPN
cet-1162	136	6	,	,	PUNCT
cet-1162	136	7	hartl	hartl	PROPN
cet-1162	136	8	r.f	r.f	PROPN
cet-1162	136	9	.	.	PROPN
cet-1162	136	10	,	,	PUNCT
cet-1162	136	11	struss	struss	PROPN
cet-1162	136	12	c.	c.	PROPN
cet-1162	136	13	,	,	PUNCT
cet-1162	136	14	1999	1999	NUM
cet-1162	136	15	,	,	PUNCT
cet-1162	136	16	an	an	DET
cet-1162	136	17	improved	improved	ADJ
cet-1162	136	18	ant	ant	ADJ
cet-1162	136	19	system	system	NOUN
cet-1162	136	20	algorithm	algorithm	NOUN
cet-1162	136	21	for	for	ADP
cet-1162	136	22	the	the	DET
cet-1162	136	23	vehicle	vehicle	NOUN
cet-1162	136	24	routing	routing	NOUN
cet-1162	136	25	problem	problem	NOUN
cet-1162	136	26	.	.	PUNCT
cet-1162	137	1	annals	annal	NOUN
cet-1162	137	2	of	of	ADP
cet-1162	137	3	operations	operation	NOUN
cet-1162	137	4	research	research	NOUN
cet-1162	137	5	,	,	PUNCT
cet-1162	137	6	89(8	89(8	NUM
cet-1162	137	7	)	)	PUNCT
cet-1162	137	8	,	,	PUNCT
cet-1162	137	9	319	319	NUM
cet-1162	137	10	-	-	SYM
cet-1162	137	11	328	328	NUM
cet-1162	137	12	.	.	PUNCT
cet-1162	138	1	gambardella	gambardella	PROPN
cet-1162	138	2	l.m	l.m	PROPN
cet-1162	138	3	.	.	PROPN
cet-1162	138	4	,	,	PUNCT
cet-1162	138	5	taillard	taillard	PROPN
cet-1162	138	6	e.	e.	PROPN
cet-1162	138	7	,	,	PUNCT
cet-1162	138	8	agazzi	agazzi	PROPN
cet-1162	138	9	g.	g.	PROPN
cet-1162	138	10	,	,	PUNCT
cet-1162	138	11	1999	1999	NUM
cet-1162	138	12	,	,	PUNCT
cet-1162	138	13	macs	mac	NOUN
cet-1162	138	14	-	-	PUNCT
cet-1162	138	15	vrptw	vrptw	NOUN
cet-1162	138	16	:	:	PUNCT
cet-1162	138	17	a	a	DET
cet-1162	138	18	multiple	multiple	ADJ
cet-1162	138	19	ant	ant	ADJ
cet-1162	138	20	colony	colony	NOUN
cet-1162	138	21	system	system	NOUN
cet-1162	138	22	for	for	ADP
cet-1162	138	23	vehicle	vehicle	NOUN
cet-1162	138	24	routing	routing	NOUN
cet-1162	138	25	problems	problem	NOUN
cet-1162	138	26	with	with	ADP
cet-1162	138	27	time	time	NOUN
cet-1162	138	28	windows	window	NOUN
cet-1162	138	29	.	.	PUNCT
cet-1162	139	1	london	london	PROPN
cet-1162	139	2	,	,	PUNCT
cet-1162	139	3	u.k	u.k	PROPN
cet-1162	139	4	:	:	PUNCT
cet-1162	139	5	mcgraw	mcgraw	PROPN
cet-1162	139	6	-	-	PUNCT
cet-1162	139	7	hill	hill	PROPN
cet-1162	139	8	,	,	PUNCT
cet-1162	139	9	63	63	NUM
cet-1162	139	10	-	-	SYM
cet-1162	139	11	76	76	NUM
cet-1162	139	12	.	.	PUNCT
cet-1162	140	1	li	li	PROPN
cet-1162	140	2	d.w	d.w	PROPN
cet-1162	140	3	.	.	PROPN
cet-1162	140	4	,	,	PUNCT
cet-1162	140	5	wang	wang	PROPN
cet-1162	140	6	l.	l.	PROPN
cet-1162	140	7	,	,	PUNCT
cet-1162	140	8	wang	wang	PROPN
cet-1162	140	9	m.g	m.g	PROPN
cet-1162	140	10	.	.	PROPN
cet-1162	140	11	,	,	PUNCT
cet-1162	140	12	1998	1998	NUM
cet-1162	140	13	,	,	PUNCT
cet-1162	140	14	a	a	DET
cet-1162	140	15	heuristic	heuristic	ADJ
cet-1162	140	16	algorithm	algorithm	NOUN
cet-1162	140	17	for	for	ADP
cet-1162	140	18	vehicle	vehicle	NOUN
cet-1162	140	19	routing	routing	NOUN
cet-1162	140	20	problem	problem	NOUN
cet-1162	140	21	with	with	ADP
cet-1162	140	22	time	time	NOUN
cet-1162	140	23	window	window	NOUN
cet-1162	140	24	constraints	constraint	NOUN
cet-1162	140	25	.	.	PUNCT
cet-1162	141	1	systems	system	NOUN
cet-1162	141	2	engineering	engineering	NOUN
cet-1162	141	3	,	,	PUNCT
cet-1162	141	4	16(88	16(88	NUM
cet-1162	141	5	)	)	PUNCT
cet-1162	141	6	,	,	PUNCT
cet-1162	141	7	21	21	NUM
cet-1162	141	8	-	-	SYM
cet-1162	141	9	26	26	NUM
cet-1162	141	10	li	li	PROPN
cet-1162	141	11	x.	x.	PROPN
cet-1162	141	12	,	,	PUNCT
cet-1162	141	13	chen	chen	PROPN
cet-1162	141	14	y.m	y.m	PROPN
cet-1162	141	15	.	.	PROPN
cet-1162	141	16	,	,	PUNCT
cet-1162	141	17	liu	liu	PROPN
cet-1162	141	18	x.p	x.p	PROPN
cet-1162	141	19	.	.	PROPN
cet-1162	141	20	,	,	PUNCT
cet-1162	141	21	2010	2010	NUM
cet-1162	141	22	,	,	PUNCT
cet-1162	141	23	concepts	concept	NOUN
cet-1162	141	24	,	,	PUNCT
cet-1162	141	25	methodologies	methodology	NOUN
cet-1162	141	26	,	,	PUNCT
cet-1162	141	27	and	and	CCONJ
cet-1162	141	28	tools	tool	NOUN
cet-1162	141	29	of	of	ADP
cet-1162	141	30	an	an	DET
cet-1162	141	31	integrated	integrate	VERB
cet-1162	141	32	geographical	geographical	ADJ
cet-1162	141	33	simulation	simulation	NOUN
cet-1162	141	34	and	and	CCONJ
cet-1162	141	35	optimization	optimization	NOUN
cet-1162	141	36	system	system	NOUN
cet-1162	141	37	.	.	PUNCT
cet-1162	142	1	international	international	ADJ
cet-1162	142	2	journal	journal	NOUN
cet-1162	142	3	of	of	ADP
cet-1162	142	4	geographical	geographical	ADJ
cet-1162	142	5	information	information	NOUN
cet-1162	142	6	science	science	NOUN
cet-1162	142	7	,	,	PUNCT
cet-1162	142	8	25(4	25(4	NOUN
cet-1162	142	9	)	)	PUNCT
cet-1162	142	10	,	,	PUNCT
cet-1162	142	11	633	633	NUM
cet-1162	142	12	-	-	SYM
cet-1162	142	13	639	639	NUM
cet-1162	142	14	liu	liu	PROPN
cet-1162	142	15	h.	h.	PROPN
cet-1162	142	16	,	,	PUNCT
cet-1162	142	17	qian	qian	PROPN
cet-1162	142	18	x.y	x.y	PROPN
cet-1162	142	19	.	.	PROPN
cet-1162	142	20	,	,	PUNCT
cet-1162	142	21	li	li	PROPN
cet-1162	142	22	s.z	s.z	PROPN
cet-1162	142	23	.	.	PROPN
cet-1162	142	24	,	,	PUNCT
cet-1162	142	25	2004	2004	NUM
cet-1162	142	26	,	,	PUNCT
cet-1162	142	27	an	an	DET
cet-1162	142	28	algorithm	algorithm	NOUN
cet-1162	142	29	for	for	ADP
cet-1162	142	30	stochastic	stochastic	ADJ
cet-1162	142	31	demand	demand	NOUN
cet-1162	142	32	vrp	vrp	PROPN
cet-1162	142	33	.	.	PROPN
cet-1162	142	34	journal	journal	PROPN
cet-1162	142	35	of	of	ADP
cet-1162	142	36	nanjing	nanjing	PROPN
cet-1162	142	37	architectural	architectural	ADJ
cet-1162	142	38	and	and	CCONJ
cet-1162	142	39	civil	civil	ADJ
cet-1162	142	40	engineering	engineering	NOUN
cet-1162	142	41	institute	institute	PROPN
cet-1162	142	42	,	,	PUNCT
cet-1162	142	43	26(5	26(5	PROPN
cet-1162	142	44	)	)	PUNCT
cet-1162	142	45	,	,	PUNCT
cet-1162	142	46	9	9	NUM
cet-1162	142	47	-	-	SYM
cet-1162	142	48	12	12	NUM
cet-1162	142	49	mi	mi	PROPN
cet-1162	142	50	n.	n.	NOUN
cet-1162	142	51	,	,	PUNCT
cet-1162	142	52	hou	hou	PROPN
cet-1162	142	53	j.w	j.w	PROPN
cet-1162	142	54	.	.	PROPN
cet-1162	142	55	,	,	PUNCT
cet-1162	142	56	mi	mi	PROPN
cet-1162	142	57	w.h	w.h	PROPN
cet-1162	142	58	.	.	PROPN
cet-1162	142	59	,	,	PUNCT
cet-1162	142	60	2015	2015	NUM
cet-1162	142	61	,	,	PUNCT
cet-1162	142	62	optimal	optimal	ADJ
cet-1162	142	63	spatial	spatial	ADJ
cet-1162	142	64	land	land	NOUN
cet-1162	142	65	-	-	PUNCT
cet-1162	142	66	use	use	NOUN
cet-1162	142	67	allocation	allocation	NOUN
cet-1162	142	68	for	for	ADP
cet-1162	142	69	limited	limited	ADJ
cet-1162	142	70	development	development	NOUN
cet-1162	142	71	ecological	ecological	ADJ
cet-1162	142	72	zones	zone	NOUN
cet-1162	142	73	based	base	VERB
cet-1162	142	74	on	on	ADP
cet-1162	142	75	the	the	DET
cet-1162	142	76	geographic	geographic	ADJ
cet-1162	142	77	information	information	NOUN
cet-1162	142	78	system	system	NOUN
cet-1162	142	79	and	and	CCONJ
cet-1162	142	80	a	a	DET
cet-1162	142	81	genetic	genetic	ADJ
cet-1162	142	82	ant	ant	ADJ
cet-1162	142	83	colony	colony	NOUN
cet-1162	142	84	algorithm	algorithm	NOUN
cet-1162	142	85	.	.	PUNCT
cet-1162	143	1	international	international	ADJ
cet-1162	143	2	journal	journal	NOUN
cet-1162	143	3	of	of	ADP
cet-1162	143	4	geographical	geographical	ADJ
cet-1162	143	5	information	information	NOUN
cet-1162	143	6	science	science	NOUN
cet-1162	143	7	,	,	PUNCT
cet-1162	143	8	29(12	29(12	NUM
cet-1162	143	9	)	)	PUNCT
cet-1162	143	10	,	,	PUNCT
cet-1162	143	11	2175	2175	NUM
cet-1162	143	12	-	-	SYM
cet-1162	143	13	2192	2192	NUM
cet-1162	143	14	yuan	yuan	PROPN
cet-1162	143	15	j.	j.	PROPN
cet-1162	143	16	,	,	PUNCT
cet-1162	143	17	liu	liu	PROPN
cet-1162	143	18	j.	j.	PROPN
cet-1162	143	19	,	,	PUNCT
cet-1162	143	20	2003	2003	NUM
cet-1162	143	21	,	,	PUNCT
cet-1162	143	22	hopfield	hopfield	ADJ
cet-1162	143	23	neural	neural	ADJ
cet-1162	143	24	network	network	NOUN
cet-1162	143	25	method	method	NOUN
cet-1162	143	26	of	of	ADP
cet-1162	143	27	vrp	vrp	PROPN
cet-1162	143	28	for	for	ADP
cet-1162	143	29	stochastic	stochastic	ADJ
cet-1162	143	30	demand	demand	NOUN
cet-1162	143	31	case	case	NOUN
cet-1162	143	32	.	.	PUNCT
cet-1162	144	1	journal	journal	PROPN
cet-1162	144	2	of	of	ADP
cet-1162	144	3	nanjing	nanjing	PROPN
cet-1162	144	4	university	university	PROPN
cet-1162	144	5	of	of	ADP
cet-1162	144	6	aeronautics	aeronautics	PROPN
cet-1162	144	7	&	&	CCONJ
cet-1162	144	8	astronautics	astronautic	NOUN
cet-1162	144	9	,	,	PUNCT
cet-1162	144	10	32(5	32(5	NUM
cet-1162	144	11	)	)	PUNCT
cet-1162	144	12	,	,	PUNCT
cet-1162	144	13	579	579	NUM
cet-1162	144	14	-	-	SYM
cet-1162	144	15	585	585	NUM
cet-1162	144	16	zhou	zhou	PROPN
cet-1162	144	17	y.x	y.x	PROPN
cet-1162	144	18	.	.	PROPN
cet-1162	144	19	,	,	PUNCT
cet-1162	144	20	2010	2010	NUM
cet-1162	144	21	,	,	PUNCT
cet-1162	144	22	the	the	DET
cet-1162	144	23	design	design	NOUN
cet-1162	144	24	and	and	CCONJ
cet-1162	144	25	implementation	implementation	NOUN
cet-1162	144	26	of	of	ADP
cet-1162	144	27	petrochemical	petrochemical	NOUN
cet-1162	144	28	products	product	NOUN
cet-1162	144	29	distribution	distribution	NOUN
cet-1162	144	30	monitoring	monitoring	NOUN
cet-1162	144	31	system	system	NOUN
cet-1162	144	32	.	.	PUNCT
cet-1162	145	1	shang	shang	PROPN
cet-1162	145	2	hai	hai	PROPN
cet-1162	145	3	:	:	PUNCT
cet-1162	145	4	shanghai	shanghai	PROPN
cet-1162	145	5	jiao	jiao	PROPN
cet-1162	145	6	tong	tong	PROPN
cet-1162	145	7	university	university	PROPN
cet-1162	145	8	,	,	PUNCT
cet-1162	145	9	12	12	NUM
cet-1162	145	10	-	-	SYM
cet-1162	145	11	16	16	NUM
cet-1162	145	12	576	576	NUM