id	sid	tid	token	lemma	pos
asir-31708	1	1	applied	apply	VERB
asir-31708	1	2	science	science	NOUN
asir-31708	1	3	and	and	CCONJ
asir-31708	1	4	innovative	innovative	ADJ
asir-31708	1	5	research	research	NOUN
asir-31708	1	6	issn	issn	VERB
asir-31708	1	7	2474	2474	NUM
asir-31708	1	8	-	-	SYM
asir-31708	1	9	4972	4972	NUM
asir-31708	1	10	(	(	PUNCT
asir-31708	1	11	print	print	NOUN
asir-31708	1	12	)	)	PUNCT
asir-31708	1	13	issn	issn	VERB
asir-31708	1	14	2474	2474	NUM
asir-31708	1	15	-	-	SYM
asir-31708	1	16	4980	4980	NUM
asir-31708	1	17	(	(	PUNCT
asir-31708	1	18	online	online	ADJ
asir-31708	1	19	)	)	PUNCT
asir-31708	1	20	vol	vol	NOUN
asir-31708	1	21	.	.	PROPN
asir-31708	2	1	7	7	NUM
asir-31708	2	2	,	,	PUNCT
asir-31708	2	3	no	no	INTJ
asir-31708	2	4	.	.	NOUN
asir-31708	2	5	4	4	NUM
asir-31708	2	6	,	,	PUNCT
asir-31708	2	7	2023	2023	NUM
asir-31708	2	8	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31708	2	9	21	21	NUM
asir-31708	2	10	original	original	ADJ
asir-31708	2	11	paper	paper	NOUN
asir-31708	2	12	a	a	DET
asir-31708	2	13	quantum	quantum	NOUN
asir-31708	2	14	particle	particle	NOUN
asir-31708	2	15	swarm	swarm	NOUN
asir-31708	2	16	optimization	optimization	NOUN
asir-31708	2	17	algorithm	algorithm	NOUN
asir-31708	2	18	based	base	VERB
asir-31708	2	19	on	on	ADP
asir-31708	2	20	aggregation	aggregation	NOUN
asir-31708	2	21	perturbation	perturbation	NOUN
asir-31708	2	22	h.	h.	PROPN
asir-31708	2	23	d.	d.	PROPN
asir-31708	2	24	wang1	wang1	PROPN
asir-31708	2	25	,	,	PUNCT
asir-31708	2	26	c.	c.	PROPN
asir-31708	2	27	n.	n.	PROPN
asir-31708	2	28	zhang1	zhang1	PROPN
asir-31708	2	29	,	,	PUNCT
asir-31708	2	30	h.	h.	PROPN
asir-31708	2	31	zhang1	zhang1	PROPN
asir-31708	2	32	,	,	PUNCT
asir-31708	2	33	y.	y.	PROPN
asir-31708	2	34	c.	c.	PROPN
asir-31708	2	35	wei1	wei1	PROPN
asir-31708	2	36	&	&	CCONJ
asir-31708	2	37	x.	x.	PROPN
asir-31708	2	38	l.	l.	PROPN
asir-31708	2	39	guan2	guan2	PROPN
asir-31708	2	40	1	1	NUM
asir-31708	2	41	university	university	NOUN
asir-31708	2	42	of	of	ADP
asir-31708	2	43	science	science	NOUN
asir-31708	2	44	and	and	CCONJ
asir-31708	2	45	technology	technology	NOUN
asir-31708	2	46	liaoning	liaoning	NOUN
asir-31708	2	47	,	,	PUNCT
asir-31708	2	48	school	school	NOUN
asir-31708	2	49	of	of	ADP
asir-31708	2	50	computer	computer	NOUN
asir-31708	2	51	science	science	NOUN
asir-31708	2	52	and	and	CCONJ
asir-31708	2	53	software	software	NOUN
asir-31708	2	54	engineering	engineering	NOUN
asir-31708	2	55	,	,	PUNCT
asir-31708	2	56	anshan	anshan	PROPN
asir-31708	2	57	liaoning	liaoning	PROPN
asir-31708	2	58	,	,	PUNCT
asir-31708	2	59	china	china	PROPN
asir-31708	2	60	2	2	NUM
asir-31708	2	61	anshan	anshan	NOUN
asir-31708	2	62	information	information	NOUN
asir-31708	2	63	engineering	engineering	NOUN
asir-31708	2	64	school	school	NOUN
asir-31708	2	65	,	,	PUNCT
asir-31708	2	66	anshan	anshan	PROPN
asir-31708	2	67	liaoning	liaoning	PROPN
asir-31708	2	68	,	,	PUNCT
asir-31708	2	69	china	china	PROPN
asir-31708	2	70	received	receive	VERB
asir-31708	2	71	:	:	PUNCT
asir-31708	2	72	august	august	PROPN
asir-31708	2	73	16	16	NUM
asir-31708	2	74	,	,	PUNCT
asir-31708	2	75	2023	2023	NUM
asir-31708	2	76	accepted	accept	VERB
asir-31708	2	77	:	:	PUNCT
asir-31708	2	78	september	september	PROPN
asir-31708	2	79	8	8	NUM
asir-31708	2	80	,	,	PUNCT
asir-31708	2	81	2023	2023	NUM
asir-31708	2	82	online	online	ADV
asir-31708	2	83	published	publish	VERB
asir-31708	2	84	:	:	PUNCT
asir-31708	2	85	september	september	PROPN
asir-31708	2	86	13	13	NUM
asir-31708	2	87	,	,	PUNCT
asir-31708	2	88	2023	2023	NUM
asir-31708	2	89	doi:10.22158	doi:10.22158	NOUN
asir-31708	2	90	/	/	SYM
asir-31708	2	91	asir.v7n4p21	asir.v7n4p21	NOUN
asir-31708	2	92	url	url	PROPN
asir-31708	2	93	:	:	PUNCT
asir-31708	3	1	http://doi.org/10.22158/asir.v7n4p21	http://doi.org/10.22158/asir.v7n4p21	PROPN
asir-31708	3	2	abstract	abstract	ADJ
asir-31708	3	3	a	a	DET
asir-31708	3	4	quantum	quantum	NOUN
asir-31708	3	5	particle	particle	NOUN
asir-31708	3	6	swarm	swarm	NOUN
asir-31708	3	7	hybrid	hybrid	ADJ
asir-31708	3	8	optimization	optimization	NOUN
asir-31708	3	9	algorithm	algorithm	NOUN
asir-31708	3	10	based	base	VERB
asir-31708	3	11	on	on	ADP
asir-31708	3	12	aggregation	aggregation	NOUN
asir-31708	3	13	disturbance	disturbance	NOUN
asir-31708	3	14	is	be	AUX
asir-31708	3	15	proposed	propose	VERB
asir-31708	3	16	for	for	ADP
asir-31708	3	17	inventory	inventory	NOUN
asir-31708	3	18	cost	cost	NOUN
asir-31708	3	19	control	control	NOUN
asir-31708	3	20	.	.	PUNCT
asir-31708	4	1	this	this	DET
asir-31708	4	2	algorithm	algorithm	NOUN
asir-31708	4	3	integrates	integrate	VERB
asir-31708	4	4	the	the	DET
asir-31708	4	5	k	k	NOUN
asir-31708	4	6	-	-	PUNCT
asir-31708	4	7	means	means	NOUN
asir-31708	4	8	algorithm	algorithm	NOUN
asir-31708	4	9	on	on	ADP
asir-31708	4	10	the	the	DET
asir-31708	4	11	basis	basis	NOUN
asir-31708	4	12	of	of	ADP
asir-31708	4	13	traditional	traditional	ADJ
asir-31708	4	14	particle	particle	NOUN
asir-31708	4	15	swarm	swarm	NOUN
asir-31708	4	16	optimization	optimization	NOUN
asir-31708	4	17	,	,	PUNCT
asir-31708	4	18	recalculates	recalculate	VERB
asir-31708	4	19	the	the	DET
asir-31708	4	20	clustering	clustering	ADJ
asir-31708	4	21	center	center	NOUN
asir-31708	4	22	,	,	PUNCT
asir-31708	4	23	initializes	initialize	VERB
asir-31708	4	24	stagnant	stagnant	ADJ
asir-31708	4	25	particles	particle	NOUN
asir-31708	4	26	,	,	PUNCT
asir-31708	4	27	and	and	CCONJ
asir-31708	4	28	solves	solve	VERB
asir-31708	4	29	the	the	DET
asir-31708	4	30	problem	problem	NOUN
asir-31708	4	31	of	of	ADP
asir-31708	4	32	particle	particle	NOUN
asir-31708	4	33	aggregation	aggregation	NOUN
asir-31708	4	34	.	.	PUNCT
asir-31708	5	1	introducing	introduce	VERB
asir-31708	5	2	chaos	chaos	NOUN
asir-31708	5	3	mechanism	mechanism	NOUN
asir-31708	5	4	into	into	ADP
asir-31708	5	5	the	the	DET
asir-31708	5	6	algorithm	algorithm	NOUN
asir-31708	5	7	,	,	PUNCT
asir-31708	5	8	changing	change	VERB
asir-31708	5	9	the	the	DET
asir-31708	5	10	position	position	NOUN
asir-31708	5	11	of	of	ADP
asir-31708	5	12	particles	particle	NOUN
asir-31708	5	13	,	,	PUNCT
asir-31708	5	14	enhancing	enhance	VERB
asir-31708	5	15	their	their	PRON
asir-31708	5	16	activity	activity	NOUN
asir-31708	5	17	,	,	PUNCT
asir-31708	5	18	and	and	CCONJ
asir-31708	5	19	improving	improve	VERB
asir-31708	5	20	the	the	DET
asir-31708	5	21	algorithm	algorithm	NOUN
asir-31708	5	22	's	's	PART
asir-31708	5	23	global	global	ADJ
asir-31708	5	24	optimization	optimization	NOUN
asir-31708	5	25	ability	ability	NOUN
asir-31708	5	26	.	.	PUNCT
asir-31708	6	1	at	at	ADP
asir-31708	6	2	the	the	DET
asir-31708	6	3	same	same	ADJ
asir-31708	6	4	time	time	NOUN
asir-31708	6	5	,	,	PUNCT
asir-31708	6	6	define	define	VERB
asir-31708	6	7	the	the	DET
asir-31708	6	8	aggregation	aggregation	NOUN
asir-31708	6	9	disturbance	disturbance	NOUN
asir-31708	6	10	factor	factor	NOUN
asir-31708	6	11	,	,	PUNCT
asir-31708	6	12	determine	determine	VERB
asir-31708	6	13	the	the	DET
asir-31708	6	14	current	current	ADJ
asir-31708	6	15	state	state	NOUN
asir-31708	6	16	of	of	ADP
asir-31708	6	17	particles	particle	NOUN
asir-31708	6	18	,	,	PUNCT
asir-31708	6	19	optimize	optimize	VERB
asir-31708	6	20	speed	speed	NOUN
asir-31708	6	21	and	and	CCONJ
asir-31708	6	22	position	position	NOUN
asir-31708	6	23	to	to	PART
asir-31708	6	24	accelerate	accelerate	VERB
asir-31708	6	25	escape	escape	NOUN
asir-31708	6	26	,	,	PUNCT
asir-31708	6	27	and	and	CCONJ
asir-31708	6	28	solve	solve	VERB
asir-31708	6	29	the	the	DET
asir-31708	6	30	problem	problem	NOUN
asir-31708	6	31	of	of	ADP
asir-31708	6	32	particles	particle	NOUN
asir-31708	6	33	falling	fall	VERB
asir-31708	6	34	into	into	ADP
asir-31708	6	35	local	local	ADJ
asir-31708	6	36	optima	optima	NOUN
asir-31708	6	37	.	.	PUNCT
asir-31708	7	1	experiments	experiment	NOUN
asir-31708	7	2	show	show	VERB
asir-31708	7	3	that	that	SCONJ
asir-31708	7	4	m	m	PROPN
asir-31708	7	5	-	-	ADJ
asir-31708	7	6	ikpso	ikpso	ADJ
asir-31708	7	7	algorithm	algorithm	NOUN
asir-31708	7	8	has	have	VERB
asir-31708	7	9	strong	strong	ADJ
asir-31708	7	10	stability	stability	NOUN
asir-31708	7	11	,	,	PUNCT
asir-31708	7	12	fast	fast	ADJ
asir-31708	7	13	rate	rate	NOUN
asir-31708	7	14	of	of	ADP
asir-31708	7	15	convergence	convergence	NOUN
asir-31708	7	16	and	and	CCONJ
asir-31708	7	17	high	high	ADJ
asir-31708	7	18	accuracy	accuracy	NOUN
asir-31708	7	19	compared	compare	VERB
asir-31708	7	20	with	with	ADP
asir-31708	7	21	other	other	ADJ
asir-31708	7	22	algorithms	algorithm	NOUN
asir-31708	7	23	,	,	PUNCT
asir-31708	7	24	and	and	CCONJ
asir-31708	7	25	the	the	DET
asir-31708	7	26	improvement	improvement	NOUN
asir-31708	7	27	effect	effect	NOUN
asir-31708	7	28	is	be	AUX
asir-31708	7	29	significant	significant	ADJ
asir-31708	7	30	.	.	PUNCT
asir-31708	8	1	keywords	keyword	VERB
asir-31708	8	2	particle	particle	NOUN
asir-31708	8	3	swarm	swarm	NOUN
asir-31708	8	4	optimization	optimization	NOUN
asir-31708	8	5	;	;	PUNCT
asir-31708	8	6	aggregation	aggregation	NOUN
asir-31708	8	7	disturbance	disturbance	NOUN
asir-31708	8	8	;	;	PUNCT
asir-31708	8	9	k	k	X
asir-31708	8	10	-	-	PUNCT
asir-31708	8	11	means	means	NOUN
asir-31708	8	12	algorithm	algorithm	NOUN
asir-31708	8	13	1	1	NUM
asir-31708	8	14	.	.	PUNCT
asir-31708	9	1	introduction	introduction	NOUN
asir-31708	9	2	inventory	inventory	NOUN
asir-31708	9	3	cost	cost	NOUN
asir-31708	9	4	often	often	ADV
asir-31708	9	5	occupies	occupy	VERB
asir-31708	9	6	an	an	DET
asir-31708	9	7	important	important	ADJ
asir-31708	9	8	position	position	NOUN
asir-31708	9	9	in	in	ADP
asir-31708	9	10	the	the	DET
asir-31708	9	11	cost	cost	NOUN
asir-31708	9	12	accounting	accounting	NOUN
asir-31708	9	13	of	of	ADP
asir-31708	9	14	an	an	DET
asir-31708	9	15	enterprise	enterprise	NOUN
asir-31708	9	16	,	,	PUNCT
asir-31708	9	17	especially	especially	ADV
asir-31708	9	18	for	for	ADP
asir-31708	9	19	iron	iron	NOUN
asir-31708	9	20	and	and	CCONJ
asir-31708	9	21	steel	steel	NOUN
asir-31708	9	22	enterprises	enterprise	NOUN
asir-31708	9	23	,	,	PUNCT
asir-31708	9	24	which	which	PRON
asir-31708	9	25	accounts	account	VERB
asir-31708	9	26	for	for	ADP
asir-31708	9	27	more	more	ADJ
asir-31708	9	28	than	than	ADP
asir-31708	9	29	60	60	NUM
asir-31708	9	30	%	%	NOUN
asir-31708	9	31	.	.	PUNCT
asir-31708	10	1	changes	change	NOUN
asir-31708	10	2	in	in	ADP
asir-31708	10	3	market	market	NOUN
asir-31708	10	4	supply	supply	NOUN
asir-31708	10	5	and	and	CCONJ
asir-31708	10	6	demand	demand	NOUN
asir-31708	10	7	determine	determine	VERB
asir-31708	10	8	the	the	DET
asir-31708	10	9	necessity	necessity	NOUN
asir-31708	10	10	of	of	ADP
asir-31708	10	11	steel	steel	NOUN
asir-31708	10	12	mill	mill	NOUN
asir-31708	10	13	inventory	inventory	NOUN
asir-31708	10	14	.	.	PUNCT
asir-31708	11	1	how	how	SCONJ
asir-31708	11	2	to	to	PART
asir-31708	11	3	measure	measure	VERB
asir-31708	11	4	the	the	DET
asir-31708	11	5	size	size	NOUN
asir-31708	11	6	of	of	ADP
asir-31708	11	7	inventory	inventory	NOUN
asir-31708	11	8	and	and	CCONJ
asir-31708	11	9	market	market	NOUN
asir-31708	11	10	trend	trend	NOUN
asir-31708	11	11	is	be	AUX
asir-31708	11	12	an	an	DET
asir-31708	11	13	important	important	ADJ
asir-31708	11	14	way	way	NOUN
asir-31708	11	15	for	for	SCONJ
asir-31708	11	16	enterprises	enterprise	NOUN
asir-31708	11	17	to	to	PART
asir-31708	11	18	reduce	reduce	VERB
asir-31708	11	19	costs	cost	NOUN
asir-31708	11	20	.	.	PUNCT
asir-31708	12	1	the	the	DET
asir-31708	12	2	traditional	traditional	ADJ
asir-31708	12	3	inventory	inventory	NOUN
asir-31708	12	4	analysis	analysis	NOUN
asir-31708	12	5	methods	method	NOUN
asir-31708	12	6	include	include	VERB
asir-31708	12	7	three	three	NUM
asir-31708	12	8	types	type	NOUN
asir-31708	12	9	:	:	PUNCT
asir-31708	12	10	using	use	VERB
asir-31708	12	11	year	year	NOUN
asir-31708	12	12	-	-	PUNCT
asir-31708	12	13	on	on	ADP
asir-31708	12	14	-	-	PUNCT
asir-31708	12	15	year	year	NOUN
asir-31708	12	16	changes	change	NOUN
asir-31708	12	17	to	to	PART
asir-31708	12	18	measure	measure	VERB
asir-31708	12	19	the	the	DET
asir-31708	12	20	size	size	NOUN
asir-31708	12	21	of	of	ADP
asir-31708	12	22	inventory	inventory	NOUN
asir-31708	12	23	;	;	PUNCT
asir-31708	12	24	using	use	VERB
asir-31708	12	25	month	month	NOUN
asir-31708	12	26	on	on	ADP
asir-31708	12	27	month	month	NOUN
asir-31708	12	28	changes	change	NOUN
asir-31708	12	29	to	to	PART
asir-31708	12	30	measure	measure	VERB
asir-31708	12	31	inventory	inventory	NOUN
asir-31708	12	32	consumption	consumption	NOUN
asir-31708	12	33	speed	speed	NOUN
asir-31708	12	34	;	;	PUNCT
asir-31708	12	35	use	use	VERB
asir-31708	12	36	the	the	DET
asir-31708	12	37	data	datum	NOUN
asir-31708	12	38	from	from	ADP
asir-31708	12	39	china	china	PROPN
asir-31708	12	40	steel	steel	PROPN
asir-31708	12	41	association	association	PROPN
asir-31708	12	42	to	to	PART
asir-31708	12	43	estimate	estimate	VERB
asir-31708	12	44	the	the	DET
asir-31708	12	45	actual	actual	ADJ
asir-31708	12	46	consumption	consumption	NOUN
asir-31708	12	47	in	in	ADP
asir-31708	12	48	the	the	DET
asir-31708	12	49	market	market	NOUN
asir-31708	12	50	.	.	PUNCT
asir-31708	13	1	enterprises	enterprise	NOUN
asir-31708	13	2	can	can	AUX
asir-31708	13	3	comprehensively	comprehensively	ADV
asir-31708	13	4	consider	consider	VERB
asir-31708	13	5	inventory	inventory	NOUN
asir-31708	13	6	https://scholar.cnki.net/home/search?sw=6&sw-input=c.%20n.%20zhang	https://scholar.cnki.net/home/search?sw=6&sw-input=c.%20n.%20zhang	PROPN
asir-31708	13	7	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-31708	13	8	applied	apply	VERB
asir-31708	13	9	science	science	NOUN
asir-31708	13	10	and	and	CCONJ
asir-31708	13	11	innovative	innovative	ADJ
asir-31708	13	12	research	research	NOUN
asir-31708	13	13	vol	vol	NOUN
asir-31708	13	14	.	.	PUNCT
asir-31708	14	1	7	7	NUM
asir-31708	14	2	,	,	PUNCT
asir-31708	14	3	no	no	INTJ
asir-31708	14	4	.	.	NOUN
asir-31708	14	5	4	4	NUM
asir-31708	14	6	,	,	PUNCT
asir-31708	14	7	2023	2023	NUM
asir-31708	14	8	22	22	NUM
asir-31708	14	9	published	publish	VERB
asir-31708	14	10	by	by	ADP
asir-31708	14	11	scholink	scholink	PROPN
asir-31708	14	12	inc	inc	PROPN
asir-31708	14	13	.	.	PROPN
asir-31708	14	14	influencing	influence	VERB
asir-31708	14	15	factors	factor	NOUN
asir-31708	14	16	based	base	VERB
asir-31708	14	17	on	on	ADP
asir-31708	14	18	the	the	DET
asir-31708	14	19	above	above	ADJ
asir-31708	14	20	three	three	NUM
asir-31708	14	21	analysis	analysis	NOUN
asir-31708	14	22	methods	method	NOUN
asir-31708	14	23	,	,	PUNCT
asir-31708	14	24	determine	determine	VERB
asir-31708	14	25	the	the	DET
asir-31708	14	26	true	true	ADJ
asir-31708	14	27	level	level	NOUN
asir-31708	14	28	of	of	ADP
asir-31708	14	29	inventory	inventory	NOUN
asir-31708	14	30	,	,	PUNCT
asir-31708	14	31	price	price	NOUN
asir-31708	14	32	cycle	cycle	NOUN
asir-31708	14	33	changes	change	NOUN
asir-31708	14	34	,	,	PUNCT
asir-31708	14	35	and	and	CCONJ
asir-31708	14	36	seasonal	seasonal	ADJ
asir-31708	14	37	effects	effect	NOUN
asir-31708	14	38	,	,	PUNCT
asir-31708	14	39	and	and	CCONJ
asir-31708	14	40	then	then	ADV
asir-31708	14	41	calculate	calculate	VERB
asir-31708	14	42	reasonable	reasonable	ADJ
asir-31708	14	43	inventory	inventory	NOUN
asir-31708	14	44	holding	hold	VERB
asir-31708	14	45	and	and	CCONJ
asir-31708	14	46	destocking	destocke	VERB
asir-31708	14	47	speed	speed	NOUN
asir-31708	14	48	to	to	PART
asir-31708	14	49	determine	determine	VERB
asir-31708	14	50	the	the	DET
asir-31708	14	51	market	market	NOUN
asir-31708	14	52	supply	supply	NOUN
asir-31708	14	53	and	and	CCONJ
asir-31708	14	54	demand	demand	NOUN
asir-31708	14	55	situation	situation	NOUN
asir-31708	14	56	and	and	CCONJ
asir-31708	14	57	arrange	arrange	NOUN
asir-31708	14	58	production	production	NOUN
asir-31708	14	59	based	base	VERB
asir-31708	14	60	on	on	ADP
asir-31708	14	61	the	the	DET
asir-31708	14	62	inventory	inventory	NOUN
asir-31708	14	63	of	of	ADP
asir-31708	14	64	steel	steel	NOUN
asir-31708	14	65	.	.	PUNCT
asir-31708	15	1	establishing	establish	VERB
asir-31708	15	2	a	a	DET
asir-31708	15	3	mathematical	mathematical	ADJ
asir-31708	15	4	model	model	NOUN
asir-31708	15	5	that	that	PRON
asir-31708	15	6	meets	meet	VERB
asir-31708	15	7	the	the	DET
asir-31708	15	8	requirements	requirement	NOUN
asir-31708	15	9	of	of	ADP
asir-31708	15	10	inventory	inventory	NOUN
asir-31708	15	11	optimization	optimization	NOUN
asir-31708	15	12	and	and	CCONJ
asir-31708	15	13	designing	design	VERB
asir-31708	15	14	an	an	DET
asir-31708	15	15	efficient	efficient	ADJ
asir-31708	15	16	algorithm	algorithm	NOUN
asir-31708	15	17	to	to	PART
asir-31708	15	18	solve	solve	VERB
asir-31708	15	19	the	the	DET
asir-31708	15	20	optimal	optimal	ADJ
asir-31708	15	21	procurement	procurement	NOUN
asir-31708	15	22	quantity	quantity	NOUN
asir-31708	15	23	is	be	AUX
asir-31708	15	24	of	of	ADP
asir-31708	15	25	great	great	ADJ
asir-31708	15	26	practical	practical	ADJ
asir-31708	15	27	significance	significance	NOUN
asir-31708	15	28	for	for	ADP
asir-31708	15	29	the	the	DET
asir-31708	15	30	cost	cost	NOUN
asir-31708	15	31	reduction	reduction	NOUN
asir-31708	15	32	of	of	ADP
asir-31708	15	33	enterprises	enterprise	NOUN
asir-31708	15	34	(	(	PUNCT
asir-31708	15	35	kamal	kamal	PROPN
asir-31708	15	36	,	,	PUNCT
asir-31708	15	37	bakar	bakar	NOUN
asir-31708	15	38	,	,	PUNCT
asir-31708	15	39	&	&	CCONJ
asir-31708	15	40	zainudin	zainudin	PROPN
asir-31708	15	41	,	,	PUNCT
asir-31708	15	42	2022	2022	NUM
asir-31708	15	43	)	)	PUNCT
asir-31708	15	44	.	.	PUNCT
asir-31708	16	1	particle	particle	NOUN
asir-31708	16	2	swarm	swarm	NOUN
asir-31708	16	3	optimization	optimization	NOUN
asir-31708	16	4	(	(	PUNCT
asir-31708	16	5	pso	pso	NOUN
asir-31708	16	6	)	)	PUNCT
asir-31708	16	7	algorithm	algorithm	NOUN
asir-31708	16	8	was	be	AUX
asir-31708	16	9	proposed	propose	VERB
asir-31708	16	10	by	by	ADP
asir-31708	16	11	j.	j.	PROPN
asir-31708	16	12	kennedy	kennedy	PROPN
asir-31708	16	13	and	and	CCONJ
asir-31708	16	14	r.c	r.c	PROPN
asir-31708	16	15	.	.	PROPN
asir-31708	16	16	eberhart	eberhart	PROPN
asir-31708	16	17	in	in	ADP
asir-31708	16	18	1995	1995	NUM
asir-31708	16	19	.	.	PUNCT
asir-31708	17	1	the	the	DET
asir-31708	17	2	algorithm	algorithm	NOUN
asir-31708	17	3	is	be	AUX
asir-31708	17	4	a	a	DET
asir-31708	17	5	simulation	simulation	NOUN
asir-31708	17	6	of	of	ADP
asir-31708	17	7	birds	bird	NOUN
asir-31708	17	8	'	'	PART
asir-31708	17	9	predatory	predatory	ADJ
asir-31708	17	10	behavior	behavior	NOUN
asir-31708	17	11	,	,	PUNCT
asir-31708	17	12	iterative	iterative	VERB
asir-31708	17	13	in	in	ADP
asir-31708	17	14	an	an	DET
asir-31708	17	15	evolutionary	evolutionary	ADJ
asir-31708	17	16	way	way	NOUN
asir-31708	17	17	,	,	PUNCT
asir-31708	17	18	and	and	CCONJ
asir-31708	17	19	is	be	AUX
asir-31708	17	20	a	a	DET
asir-31708	17	21	global	global	ADJ
asir-31708	17	22	optimization	optimization	NOUN
asir-31708	17	23	algorithm	algorithm	NOUN
asir-31708	17	24	.	.	PUNCT
asir-31708	18	1	the	the	DET
asir-31708	18	2	advantages	advantage	NOUN
asir-31708	18	3	of	of	ADP
asir-31708	18	4	pso	pso	NOUN
asir-31708	18	5	algorithm	algorithm	NOUN
asir-31708	18	6	lie	lie	VERB
asir-31708	18	7	in	in	ADP
asir-31708	18	8	its	its	PRON
asir-31708	18	9	fast	fast	ADJ
asir-31708	18	10	search	search	NOUN
asir-31708	18	11	speed	speed	NOUN
asir-31708	18	12	,	,	PUNCT
asir-31708	18	13	fewer	few	ADJ
asir-31708	18	14	adjustable	adjustable	ADJ
asir-31708	18	15	parameters	parameter	NOUN
asir-31708	18	16	,	,	PUNCT
asir-31708	18	17	and	and	CCONJ
asir-31708	18	18	high	high	ADJ
asir-31708	18	19	stability	stability	NOUN
asir-31708	18	20	.	.	PUNCT
asir-31708	19	1	once	once	ADV
asir-31708	19	2	the	the	DET
asir-31708	19	3	algorithm	algorithm	NOUN
asir-31708	19	4	is	be	AUX
asir-31708	19	5	introduced	introduce	VERB
asir-31708	19	6	,	,	PUNCT
asir-31708	19	7	it	it	PRON
asir-31708	19	8	is	be	AUX
asir-31708	19	9	widely	widely	ADV
asir-31708	19	10	praised	praise	VERB
asir-31708	19	11	by	by	ADP
asir-31708	19	12	scholars	scholar	NOUN
asir-31708	19	13	and	and	CCONJ
asir-31708	19	14	can	can	AUX
asir-31708	19	15	quickly	quickly	ADV
asir-31708	19	16	find	find	VERB
asir-31708	19	17	the	the	DET
asir-31708	19	18	optimal	optimal	ADJ
asir-31708	19	19	solution	solution	NOUN
asir-31708	19	20	,	,	PUNCT
asir-31708	19	21	which	which	PRON
asir-31708	19	22	has	have	AUX
asir-31708	19	23	been	be	AUX
asir-31708	19	24	widely	widely	ADV
asir-31708	19	25	applied	apply	VERB
asir-31708	19	26	in	in	ADP
asir-31708	19	27	multi	multi	ADJ
asir-31708	19	28	-	-	ADJ
asir-31708	19	29	objective	objective	ADJ
asir-31708	19	30	optimization	optimization	NOUN
asir-31708	19	31	and	and	CCONJ
asir-31708	19	32	constraint	constraint	NOUN
asir-31708	19	33	problem	problem	NOUN
asir-31708	19	34	optimization	optimization	NOUN
asir-31708	19	35	(	(	PUNCT
asir-31708	19	36	nafiseh	nafiseh	ADJ
asir-31708	19	37	&	&	CCONJ
asir-31708	19	38	sodeif	sodeif	NOUN
asir-31708	19	39	,	,	PUNCT
asir-31708	19	40	2020	2020	NUM
asir-31708	19	41	)	)	PUNCT
asir-31708	19	42	.	.	PUNCT
asir-31708	20	1	although	although	SCONJ
asir-31708	20	2	the	the	DET
asir-31708	20	3	pso	pso	NOUN
asir-31708	20	4	algorithm	algorithm	NOUN
asir-31708	20	5	has	have	VERB
asir-31708	20	6	certain	certain	ADJ
asir-31708	20	7	advantages	advantage	NOUN
asir-31708	20	8	in	in	ADP
asir-31708	20	9	terms	term	NOUN
asir-31708	20	10	of	of	ADP
asir-31708	20	11	global	global	ADJ
asir-31708	20	12	optimization	optimization	NOUN
asir-31708	20	13	ability	ability	NOUN
asir-31708	20	14	and	and	CCONJ
asir-31708	20	15	convergence	convergence	NOUN
asir-31708	20	16	,	,	PUNCT
asir-31708	20	17	its	its	PRON
asir-31708	20	18	tendency	tendency	NOUN
asir-31708	20	19	to	to	PART
asir-31708	20	20	fall	fall	VERB
asir-31708	20	21	into	into	ADP
asir-31708	20	22	local	local	ADJ
asir-31708	20	23	optima	optima	NOUN
asir-31708	20	24	is	be	AUX
asir-31708	20	25	also	also	ADV
asir-31708	20	26	evident	evident	ADJ
asir-31708	20	27	.	.	PUNCT
asir-31708	21	1	in	in	ADP
asir-31708	21	2	algorithm	algorithm	NOUN
asir-31708	21	3	iteration	iteration	NOUN
asir-31708	21	4	,	,	PUNCT
asir-31708	21	5	when	when	SCONJ
asir-31708	21	6	particles	particle	NOUN
asir-31708	21	7	gather	gather	VERB
asir-31708	21	8	in	in	ADP
asir-31708	21	9	a	a	DET
asir-31708	21	10	certain	certain	ADJ
asir-31708	21	11	local	local	ADJ
asir-31708	21	12	area	area	NOUN
asir-31708	21	13	,	,	PUNCT
asir-31708	21	14	the	the	DET
asir-31708	21	15	usual	usual	ADJ
asir-31708	21	16	approach	approach	NOUN
asir-31708	21	17	is	be	AUX
asir-31708	21	18	to	to	PART
asir-31708	21	19	enhance	enhance	VERB
asir-31708	21	20	the	the	DET
asir-31708	21	21	inertia	inertia	NOUN
asir-31708	21	22	coefficient	coefficient	NOUN
asir-31708	21	23	and	and	CCONJ
asir-31708	21	24	give	give	VERB
asir-31708	21	25	the	the	DET
asir-31708	21	26	particles	particle	NOUN
asir-31708	21	27	an	an	DET
asir-31708	21	28	acceleration	acceleration	NOUN
asir-31708	21	29	to	to	PART
asir-31708	21	30	break	break	VERB
asir-31708	21	31	free	free	ADJ
asir-31708	21	32	from	from	ADP
asir-31708	21	33	local	local	ADJ
asir-31708	21	34	constraints	constraint	NOUN
asir-31708	21	35	.	.	PUNCT
asir-31708	22	1	however	however	ADV
asir-31708	22	2	,	,	PUNCT
asir-31708	22	3	since	since	SCONJ
asir-31708	22	4	the	the	DET
asir-31708	22	5	historical	historical	ADJ
asir-31708	22	6	global	global	ADJ
asir-31708	22	7	optimal	optimal	ADJ
asir-31708	22	8	position	position	NOUN
asir-31708	22	9	has	have	AUX
asir-31708	22	10	been	be	AUX
asir-31708	22	11	verified	verify	VERB
asir-31708	22	12	in	in	ADP
asir-31708	22	13	the	the	DET
asir-31708	22	14	local	local	ADJ
asir-31708	22	15	range	range	NOUN
asir-31708	22	16	,	,	PUNCT
asir-31708	22	17	if	if	SCONJ
asir-31708	22	18	the	the	DET
asir-31708	22	19	acceleration	acceleration	NOUN
asir-31708	22	20	is	be	AUX
asir-31708	22	21	not	not	PART
asir-31708	22	22	large	large	ADJ
asir-31708	22	23	during	during	ADP
asir-31708	22	24	the	the	DET
asir-31708	22	25	particle	particle	NOUN
asir-31708	22	26	's	's	PART
asir-31708	22	27	journey	journey	NOUN
asir-31708	22	28	,	,	PUNCT
asir-31708	22	29	it	it	PRON
asir-31708	22	30	is	be	AUX
asir-31708	22	31	easy	easy	ADJ
asir-31708	22	32	to	to	PART
asir-31708	22	33	quickly	quickly	ADV
asir-31708	22	34	return	return	VERB
asir-31708	22	35	to	to	ADP
asir-31708	22	36	the	the	DET
asir-31708	22	37	original	original	ADJ
asir-31708	22	38	gathering	gathering	NOUN
asir-31708	22	39	point	point	NOUN
asir-31708	22	40	.	.	PUNCT
asir-31708	23	1	in	in	ADP
asir-31708	23	2	order	order	NOUN
asir-31708	23	3	to	to	PART
asir-31708	23	4	solve	solve	VERB
asir-31708	23	5	the	the	DET
asir-31708	23	6	above	above	ADJ
asir-31708	23	7	problems	problem	NOUN
asir-31708	23	8	,	,	PUNCT
asir-31708	23	9	a	a	DET
asir-31708	23	10	quantum	quantum	NOUN
asir-31708	23	11	particle	particle	NOUN
asir-31708	23	12	swarm	swarm	NOUN
asir-31708	23	13	optimization	optimization	NOUN
asir-31708	23	14	algorithm	algorithm	NOUN
asir-31708	23	15	based	base	VERB
asir-31708	23	16	on	on	ADP
asir-31708	23	17	aggregation	aggregation	NOUN
asir-31708	23	18	disturbance	disturbance	NOUN
asir-31708	23	19	is	be	AUX
asir-31708	23	20	proposed	propose	VERB
asir-31708	23	21	in	in	ADP
asir-31708	23	22	the	the	DET
asir-31708	23	23	paper	paper	NOUN
asir-31708	23	24	.	.	PUNCT
asir-31708	24	1	the	the	DET
asir-31708	24	2	algorithm	algorithm	NOUN
asir-31708	24	3	works	work	VERB
asir-31708	24	4	when	when	SCONJ
asir-31708	24	5	particles	particle	NOUN
asir-31708	24	6	fall	fall	VERB
asir-31708	24	7	into	into	ADP
asir-31708	24	8	local	local	ADJ
asir-31708	24	9	optima	optima	PROPN
asir-31708	24	10	(	(	PUNCT
asir-31708	24	11	ramesh	ramesh	PROPN
asir-31708	24	12	,	,	PUNCT
asir-31708	24	13	sundararaman	sundararaman	NOUN
asir-31708	24	14	,	,	PUNCT
asir-31708	24	15	sabareeswaran	sabareeswaran	NOUN
asir-31708	24	16	,	,	PUNCT
asir-31708	24	17	&	&	CCONJ
asir-31708	24	18	srinivasan	srinivasan	NOUN
asir-31708	24	19	,	,	PUNCT
asir-31708	24	20	2022	2022	NUM
asir-31708	24	21	;	;	PUNCT
asir-31708	24	22	ahmed	ahmed	PROPN
asir-31708	24	23	,	,	PUNCT
asir-31708	24	24	osman	osman	PROPN
asir-31708	24	25	,	,	PUNCT
asir-31708	24	26	&	&	CCONJ
asir-31708	24	27	korovkin	korovkin	PROPN
asir-31708	24	28	,	,	PUNCT
asir-31708	24	29	2021	2021	NUM
asir-31708	24	30	)	)	PUNCT
asir-31708	24	31	.	.	PUNCT
asir-31708	25	1	2	2	X
asir-31708	25	2	.	.	X
asir-31708	25	3	particle	particle	NOUN
asir-31708	25	4	swarm	swarm	NOUN
asir-31708	25	5	related	relate	VERB
asir-31708	25	6	issues	issue	NOUN
asir-31708	25	7	2.1	2.1	NUM
asir-31708	25	8	fundamentals	fundamental	NOUN
asir-31708	25	9	of	of	ADP
asir-31708	25	10	particle	particle	NOUN
asir-31708	25	11	swarm	swarm	NOUN
asir-31708	25	12	optimization	optimization	NOUN
asir-31708	25	13	the	the	DET
asir-31708	25	14	pso	pso	NOUN
asir-31708	25	15	algorithm	algorithm	NOUN
asir-31708	25	16	is	be	AUX
asir-31708	25	17	a	a	DET
asir-31708	25	18	simulated	simulate	VERB
asir-31708	25	19	evolutionary	evolutionary	ADJ
asir-31708	25	20	process	process	NOUN
asir-31708	25	21	that	that	PRON
asir-31708	25	22	obtains	obtain	VERB
asir-31708	25	23	the	the	DET
asir-31708	25	24	optimal	optimal	ADJ
asir-31708	25	25	solution	solution	NOUN
asir-31708	25	26	through	through	ADP
asir-31708	25	27	communication	communication	NOUN
asir-31708	25	28	and	and	CCONJ
asir-31708	25	29	collaboration	collaboration	NOUN
asir-31708	25	30	between	between	ADP
asir-31708	25	31	individuals	individual	NOUN
asir-31708	25	32	,	,	PUNCT
asir-31708	25	33	where	where	SCONJ
asir-31708	25	34	each	each	DET
asir-31708	25	35	particle	particle	NOUN
asir-31708	25	36	has	have	VERB
asir-31708	25	37	two	two	NUM
asir-31708	25	38	attributes	attribute	NOUN
asir-31708	25	39	:	:	PUNCT
asir-31708	25	40	velocity	velocity	NOUN
asir-31708	25	41	and	and	CCONJ
asir-31708	25	42	position	position	NOUN
asir-31708	25	43	.	.	PUNCT
asir-31708	26	1	the	the	DET
asir-31708	26	2	solution	solution	NOUN
asir-31708	26	3	of	of	ADP
asir-31708	26	4	the	the	DET
asir-31708	26	5	problem	problem	NOUN
asir-31708	26	6	corresponds	correspond	VERB
asir-31708	26	7	to	to	ADP
asir-31708	26	8	the	the	DET
asir-31708	26	9	current	current	ADJ
asir-31708	26	10	position	position	NOUN
asir-31708	26	11	of	of	ADP
asir-31708	26	12	the	the	DET
asir-31708	26	13	particle	particle	NOUN
asir-31708	26	14	,	,	PUNCT
asir-31708	26	15	and	and	CCONJ
asir-31708	26	16	its	its	PRON
asir-31708	26	17	performance	performance	NOUN
asir-31708	26	18	depends	depend	VERB
asir-31708	26	19	on	on	ADP
asir-31708	26	20	the	the	DET
asir-31708	26	21	fitness	fitness	NOUN
asir-31708	26	22	value	value	NOUN
asir-31708	26	23	of	of	ADP
asir-31708	26	24	the	the	DET
asir-31708	26	25	optimization	optimization	NOUN
asir-31708	26	26	function	function	NOUN
asir-31708	26	27	.	.	PUNCT
asir-31708	27	1	in	in	ADP
asir-31708	27	2	the	the	DET
asir-31708	27	3	q	q	ADJ
asir-31708	27	4	-dimensional	-dimensional	ADJ
asir-31708	27	5	space	space	NOUN
asir-31708	27	6	,	,	PUNCT
asir-31708	27	7	the	the	DET
asir-31708	27	8	particle	particle	NOUN
asir-31708	27	9	is	be	AUX
asir-31708	27	10	initialized	initialize	VERB
asir-31708	27	11	as	as	ADP
asir-31708	27	12	1	1	NUM
asir-31708	27	13	2	2	NUM
asir-31708	27	14	{	{	PUNCT
asir-31708	27	15	,	,	PUNCT
asir-31708	27	16	,	,	PUNCT
asir-31708	27	17	,	,	PUNCT
asir-31708	27	18	}	}	PUNCT
asir-31708	27	19	nx	nx	NOUN
asir-31708	27	20	x	x	SYM
asir-31708	27	21	x	x	X
asir-31708	27	22	,	,	PUNCT
asir-31708	27	23	the	the	DET
asir-31708	27	24	velocity	velocity	NOUN
asir-31708	27	25	of	of	ADP
asir-31708	27	26	the	the	DET
asir-31708	27	27	i	i	NOUN
asir-31708	27	28	-th	-th	NOUN
asir-31708	27	29	particle	particle	NOUN
asir-31708	27	30	in	in	ADP
asir-31708	27	31	the	the	DET
asir-31708	27	32	space	space	NOUN
asir-31708	27	33	is	be	AUX
asir-31708	27	34	defined	define	VERB
asir-31708	27	35	as	as	ADP
asir-31708	27	36	1	1	NUM
asir-31708	27	37	1=	1=	NUM
asir-31708	27	38	{	{	PUNCT
asir-31708	27	39	,	,	PUNCT
asir-31708	27	40	,	,	PUNCT
asir-31708	27	41	,	,	PUNCT
asir-31708	27	42	}	}	PUNCT
asir-31708	28	1	i	i	PRON
asir-31708	29	1	i	i	PRON
asir-31708	30	1	i	i	PRON
asir-31708	30	2	iqv	iqv	VERB
asir-31708	30	3	v	v	INTJ
asir-31708	30	4	v	v	NUM
asir-31708	30	5	v	v	NOUN
asir-31708	30	6	,	,	PUNCT
asir-31708	30	7	the	the	DET
asir-31708	30	8	position	position	NOUN
asir-31708	30	9	is	be	AUX
asir-31708	30	10	defined	define	VERB
asir-31708	30	11	as	as	ADP
asir-31708	30	12	1	1	NUM
asir-31708	30	13	1=	1=	NUM
asir-31708	30	14	{	{	PUNCT
asir-31708	30	15	,	,	PUNCT
asir-31708	30	16	,	,	PUNCT
asir-31708	30	17	,	,	PUNCT
asir-31708	30	18	}	}	PUNCT
asir-31708	30	19	,	,	PUNCT
asir-31708	30	20	1,2	1,2	NUM
asir-31708	30	21	,	,	PUNCT
asir-31708	30	22	,	,	PUNCT
asir-31708	30	23	i	i	PRON
asir-31708	31	1	i	i	PRON
asir-31708	32	1	i	i	PRON
asir-31708	32	2	iqx	iqx	VERB
asir-31708	32	3	x	x	X
asir-31708	32	4	x	x	PUNCT
asir-31708	32	5	x	x	PUNCT
asir-31708	32	6	i	i	PRON
asir-31708	32	7	n	n	NOUN
asir-31708	32	8	,	,	PUNCT
asir-31708	32	9	and	and	CCONJ
asir-31708	32	10	the	the	DET
asir-31708	32	11	direction	direction	NOUN
asir-31708	32	12	of	of	ADP
asir-31708	32	13	travel	travel	NOUN
asir-31708	32	14	follows	follow	VERB
asir-31708	32	15	the	the	DET
asir-31708	32	16	trajectory	trajectory	NOUN
asir-31708	32	17	of	of	ADP
asir-31708	32	18	the	the	DET
asir-31708	32	19	optimal	optimal	ADJ
asir-31708	32	20	particle	particle	NOUN
asir-31708	32	21	.	.	PUNCT
asir-31708	33	1	among	among	ADP
asir-31708	33	2	them	they	PRON
asir-31708	33	3	,	,	PUNCT
asir-31708	33	4	the	the	DET
asir-31708	33	5	current	current	ADJ
asir-31708	33	6	optimal	optimal	ADJ
asir-31708	33	7	position	position	NOUN
asir-31708	33	8	searched	search	VERB
asir-31708	33	9	by	by	ADP
asir-31708	33	10	a	a	DET
asir-31708	33	11	particle	particle	NOUN
asir-31708	33	12	is	be	AUX
asir-31708	33	13	pb	pb	ADP
asir-31708	33	14	,	,	PUNCT
asir-31708	33	15	and	and	CCONJ
asir-31708	33	16	the	the	DET
asir-31708	33	17	optimal	optimal	ADJ
asir-31708	33	18	position	position	NOUN
asir-31708	33	19	obtained	obtain	VERB
asir-31708	33	20	by	by	ADP
asir-31708	33	21	the	the	DET
asir-31708	33	22	entire	entire	ADJ
asir-31708	33	23	population	population	NOUN
asir-31708	33	24	is	be	AUX
asir-31708	33	25	gb	gb	ADP
asir-31708	33	26	.	.	PUNCT
asir-31708	34	1	as	as	SCONJ
asir-31708	34	2	the	the	DET
asir-31708	34	3	algorithm	algorithm	NOUN
asir-31708	34	4	iterates	iterate	VERB
asir-31708	34	5	,	,	PUNCT
asir-31708	34	6	the	the	DET
asir-31708	34	7	particle	particle	NOUN
asir-31708	34	8	positions	position	NOUN
asir-31708	34	9	are	be	AUX
asir-31708	34	10	repeatedly	repeatedly	ADV
asir-31708	34	11	stacked	stack	VERB
asir-31708	34	12	until	until	SCONJ
asir-31708	34	13	the	the	DET
asir-31708	34	14	termination	termination	NOUN
asir-31708	34	15	condition	condition	NOUN
asir-31708	34	16	is	be	AUX
asir-31708	34	17	met	meet	VERB
asir-31708	34	18	,	,	PUNCT
asir-31708	34	19	obtaining	obtain	VERB
asir-31708	34	20	the	the	DET
asir-31708	34	21	optimal	optimal	ADJ
asir-31708	34	22	solution	solution	NOUN
asir-31708	34	23	.	.	PUNCT
asir-31708	35	1	for	for	ADP
asir-31708	35	2	k+1	k+1	X
asir-31708	35	3	iterations	iteration	NOUN
asir-31708	35	4	,	,	PUNCT
asir-31708	35	5	each	each	DET
asir-31708	35	6	particle	particle	NOUN
asir-31708	35	7	updates	update	VERB
asir-31708	35	8	its	its	PRON
asir-31708	35	9	own	own	ADJ
asir-31708	35	10	velocity	velocity	NOUN
asir-31708	35	11	and	and	CCONJ
asir-31708	35	12	position	position	NOUN
asir-31708	35	13	according	accord	VERB
asir-31708	35	14	to	to	ADP
asir-31708	35	15	the	the	DET
asir-31708	35	16	following	follow	VERB
asir-31708	35	17	equation	equation	NOUN
asir-31708	35	18	:	:	PUNCT
asir-31708	35	19	1	1	NUM
asir-31708	35	20	0	0	NUM
asir-31708	35	21	1	1	NUM
asir-31708	35	22	(	(	PUNCT
asir-31708	35	23	)	)	PUNCT
asir-31708	35	24	(	(	PUNCT
asir-31708	35	25	)	)	PUNCT
asir-31708	36	1	k	k	X
asir-31708	37	1	k	k	PROPN
asir-31708	37	2	k	k	PROPN
asir-31708	37	3	k	k	PROPN
asir-31708	37	4	iq	iq	INTJ
asir-31708	37	5	iq	iq	INTJ
asir-31708	37	6	pb	pb	ADP
asir-31708	37	7	iq	iq	INTJ
asir-31708	38	1	gb	gb	ADV
asir-31708	38	2	iqv	iqv	INTJ
asir-31708	38	3	v	v	NOUN
asir-31708	38	4	x	x	SYM
asir-31708	38	5	x	x	SYM
asir-31708	38	6	x	x	SYM
asir-31708	38	7	x	x	PROPN
asir-31708	38	8			PROPN
asir-31708	38	9			ADP
asir-31708	39	1			PROPN
asir-31708	39	2			ADV
asir-31708	39	3			PROPN
asir-31708	39	4			VERB
asir-31708	39	5			NOUN
asir-31708	39	6	(	(	PUNCT
asir-31708	39	7	1	1	NUM
asir-31708	39	8	)	)	PUNCT
asir-31708	39	9	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31708	39	10	applied	apply	VERB
asir-31708	39	11	science	science	NOUN
asir-31708	39	12	and	and	CCONJ
asir-31708	39	13	innovative	innovative	ADJ
asir-31708	39	14	research	research	NOUN
asir-31708	39	15	vol	vol	NOUN
asir-31708	39	16	.	.	PUNCT
asir-31708	40	1	7	7	NUM
asir-31708	40	2	,	,	PUNCT
asir-31708	40	3	no	no	INTJ
asir-31708	40	4	.	.	NOUN
asir-31708	40	5	4	4	NUM
asir-31708	40	6	,	,	PUNCT
asir-31708	40	7	2023	2023	NUM
asir-31708	40	8	23	23	NUM
asir-31708	40	9	published	publish	VERB
asir-31708	40	10	by	by	ADP
asir-31708	40	11	scholink	scholink	PROPN
asir-31708	40	12	inc	inc	PROPN
asir-31708	40	13	.	.	PROPN
asir-31708	40	14	1	1	NUM
asir-31708	40	15	1k	1k	PROPN
asir-31708	41	1	k	k	PROPN
asir-31708	41	2	k	k	PROPN
asir-31708	41	3	iq	iq	INTJ
asir-31708	41	4	iq	iq	INTJ
asir-31708	41	5	iqx	iqx	ADJ
asir-31708	41	6	x	x	PROPN
asir-31708	41	7	v	v	PRON
asir-31708	41	8			ADJ
asir-31708	41	9			PUNCT
asir-31708	41	10	(	(	PUNCT
asir-31708	41	11	2	2	NUM
asir-31708	41	12	)	)	PUNCT
asir-31708	41	13	among	among	ADP
asir-31708	41	14	them	they	PRON
asir-31708	41	15	,	,	PUNCT
asir-31708	41	16			PROPN
asir-31708	41	17	is	be	AUX
asir-31708	41	18	the	the	DET
asir-31708	41	19	inertia	inertia	NOUN
asir-31708	41	20	weight	weight	NOUN
asir-31708	41	21	coefficient	coefficient	NOUN
asir-31708	41	22	used	use	VERB
asir-31708	41	23	to	to	PART
asir-31708	41	24	balance	balance	VERB
asir-31708	41	25	the	the	DET
asir-31708	41	26	relationship	relationship	NOUN
asir-31708	41	27	between	between	ADP
asir-31708	41	28	the	the	DET
asir-31708	41	29	current	current	ADJ
asir-31708	41	30	particle	particle	NOUN
asir-31708	41	31	's	's	PART
asir-31708	41	32	travel	travel	NOUN
asir-31708	41	33	speed	speed	NOUN
asir-31708	41	34	;	;	PUNCT
asir-31708	41	35	0	0	NUM
asir-31708	41	36	1	1	NUM
asir-31708	41	37	,	,	PUNCT
asir-31708	41	38	[	[	X
asir-31708	41	39	0,1]	0,1]	NOUN
asir-31708	41	40			PROPN
asir-31708	41	41			NOUN
asir-31708	41	42	,	,	PUNCT
asir-31708	41	43	random	random	ADJ
asir-31708	41	44	distribution	distribution	NOUN
asir-31708	41	45	;	;	PUNCT
asir-31708	41	46	1,2	1,2	NUM
asir-31708	41	47	,	,	PUNCT
asir-31708	41	48	,	,	PUNCT
asir-31708	41	49	q	q	PROPN
asir-31708	41	50	q	q	NOUN
asir-31708	41	51	.	.	PUNCT
asir-31708	42	1	in	in	ADP
asir-31708	42	2	the	the	DET
asir-31708	42	3	clustering	clustering	ADJ
asir-31708	42	4	problem	problem	NOUN
asir-31708	42	5	,	,	PUNCT
asir-31708	42	6	for	for	ADP
asir-31708	42	7	vectors	vector	NOUN
asir-31708	42	8	in	in	ADP
asir-31708	42	9	the	the	DET
asir-31708	42	10	q	q	ADJ
asir-31708	42	11	-dimensional	-dimensional	ADJ
asir-31708	42	12	space	space	NOUN
asir-31708	42	13	,	,	PUNCT
asir-31708	42	14	it	it	PRON
asir-31708	42	15	ultimately	ultimately	ADV
asir-31708	42	16	boils	boil	VERB
asir-31708	42	17	down	down	ADP
asir-31708	42	18	to	to	ADP
asir-31708	42	19	obtaining	obtain	VERB
asir-31708	42	20	a	a	DET
asir-31708	42	21	class	class	NOUN
asir-31708	42	22	partition	partition	NOUN
asir-31708	42	23	.	.	PUNCT
asir-31708	43	1	the	the	DET
asir-31708	43	2	partition	partition	NOUN
asir-31708	43	3	class	class	NOUN
asir-31708	43	4	is	be	AUX
asir-31708	43	5	defined	define	VERB
asir-31708	43	6	as	as	ADP
asir-31708	43	7	c	c	NOUN
asir-31708	43	8	,	,	PUNCT
asir-31708	43	9	and	and	CCONJ
asir-31708	43	10	the	the	DET
asir-31708	43	11	following	follow	VERB
asir-31708	43	12	formula	formula	NOUN
asir-31708	43	13	needs	need	VERB
asir-31708	43	14	to	to	PART
asir-31708	43	15	be	be	AUX
asir-31708	43	16	met	meet	VERB
asir-31708	43	17	:	:	PUNCT
asir-31708	44	1	1	1	NUM
asir-31708	44	2	i	i	PRON
asir-31708	44	3	i	i	PRON
asir-31708	44	4	j	j	VERB
asir-31708	45	1	k	k	NOUN
asir-31708	46	1	i	i	PRON
asir-31708	46	2	c	c	VERB
asir-31708	46	3	c	c	NOUN
asir-31708	46	4	c	c	NOUN
asir-31708	46	5	u	u	X
asir-31708	46	6	x	x	X
asir-31708	46	7			NOUN
asir-31708	46	8			NOUN
asir-31708	46	9			NUM
asir-31708	46	10			NOUN
asir-31708	46	11			NUM
asir-31708	46	12			PROPN
asir-31708	46	13			NUM
asir-31708	46	14			PROPN
asir-31708	46	15			NUM
asir-31708	47	1			NUM
asir-31708	47	2			PROPN
asir-31708	47	3			PROPN
asir-31708	47	4	(	(	PUNCT
asir-31708	47	5	3	3	NUM
asir-31708	47	6	)	)	PUNCT
asir-31708	47	7	among	among	ADP
asir-31708	47	8	them	they	PRON
asir-31708	47	9	,	,	PUNCT
asir-31708	47	10	i	i	PRON
asir-31708	47	11	jc	jc	PROPN
asir-31708	47	12	c	c	PROPN
asir-31708	47	13	c	c	PROPN
asir-31708	47	14	，	，	PROPN
asir-31708	47	15	,	,	PUNCT
asir-31708	47	16	,	,	PUNCT
asir-31708	47	17	[	[	X
asir-31708	47	18	1	1	NUM
asir-31708	47	19	,	,	PUNCT
asir-31708	47	20	]	]	PUNCT
asir-31708	47	21	i	i	PRON
asir-31708	47	22	j	j	PROPN
asir-31708	47	23	k	k	PROPN
asir-31708	47	24	,	,	PUNCT
asir-31708	47	25	based	base	VERB
asir-31708	47	26	on	on	ADP
asir-31708	47	27	this	this	PRON
asir-31708	47	28	,	,	PUNCT
asir-31708	47	29	the	the	DET
asir-31708	47	30	inter	inter	ADJ
asir-31708	47	31	class	class	NOUN
asir-31708	47	32	dispersion	dispersion	NOUN
asir-31708	47	33	is	be	AUX
asir-31708	47	34	obtained	obtain	VERB
asir-31708	47	35	,	,	PUNCT
asir-31708	47	36	1	1	NUM
asir-31708	47	37	(	(	PUNCT
asir-31708	47	38	,	,	PUNCT
asir-31708	47	39	)	)	PUNCT
asir-31708	48	1	i	i	PRON
asir-31708	48	2	k	k	VERB
asir-31708	49	1	i	i	PRON
asir-31708	49	2	i	i	PRON
asir-31708	49	3	j	j	VERB
asir-31708	50	1	x	x	X
asir-31708	50	2	c	c	NOUN
asir-31708	50	3	j	j	PROPN
asir-31708	51	1	d	d	NOUN
asir-31708	51	2	x	x	X
asir-31708	51	3	z	z	PROPN
asir-31708	51	4			PROPN
asir-31708	51	5			NOUN
asir-31708	51	6			PROPN
asir-31708	51	7	(	(	PUNCT
asir-31708	51	8	4	4	NUM
asir-31708	51	9	)	)	PUNCT
asir-31708	51	10	in	in	ADP
asir-31708	51	11	the	the	DET
asir-31708	51	12	formula	formula	NOUN
asir-31708	51	13	,	,	PUNCT
asir-31708	51	14	k	k	PROPN
asir-31708	51	15	is	be	AUX
asir-31708	51	16	the	the	DET
asir-31708	51	17	number	number	NOUN
asir-31708	51	18	of	of	ADP
asir-31708	51	19	clusters	cluster	NOUN
asir-31708	51	20	,	,	PUNCT
asir-31708	51	21	iz	iz	ADJ
asir-31708	51	22	is	be	AUX
asir-31708	51	23	the	the	DET
asir-31708	51	24	i	i	PROPN
asir-31708	51	25	-th	-th	NOUN
asir-31708	51	26	cluster	cluster	NOUN
asir-31708	51	27	center	center	NOUN
asir-31708	51	28	,	,	PUNCT
asir-31708	51	29	and	and	CCONJ
asir-31708	51	30	(	(	PUNCT
asir-31708	51	31	,	,	PUNCT
asir-31708	51	32	)	)	PUNCT
asir-31708	51	33	i	i	PRON
asir-31708	52	1	i	i	VERB
asir-31708	52	2	d	d	NOUN
asir-31708	52	3	x	x	SYM
asir-31708	52	4	z	z	NOUN
asir-31708	52	5	represents	represent	VERB
asir-31708	52	6	the	the	DET
asir-31708	52	7	distance	distance	NOUN
asir-31708	52	8	from	from	ADP
asir-31708	52	9	the	the	DET
asir-31708	52	10	sample	sample	NOUN
asir-31708	52	11	to	to	ADP
asir-31708	52	12	the	the	DET
asir-31708	52	13	corresponding	corresponding	ADJ
asir-31708	52	14	cluster	cluster	NOUN
asir-31708	52	15	center	center	NOUN
asir-31708	52	16	.	.	PUNCT
asir-31708	53	1	for	for	ADP
asir-31708	53	2	the	the	DET
asir-31708	53	3	precocity	precocity	NOUN
asir-31708	53	4	problem	problem	NOUN
asir-31708	53	5	of	of	ADP
asir-31708	53	6	algorithms	algorithm	NOUN
asir-31708	53	7	,	,	PUNCT
asir-31708	53	8	it	it	PRON
asir-31708	53	9	is	be	AUX
asir-31708	53	10	mainly	mainly	ADV
asir-31708	53	11	reflected	reflect	VERB
asir-31708	53	12	in	in	ADP
asir-31708	53	13	the	the	DET
asir-31708	53	14	convergence	convergence	NOUN
asir-31708	53	15	of	of	ADP
asir-31708	53	16	the	the	DET
asir-31708	53	17	algorithm	algorithm	NOUN
asir-31708	53	18	and	and	CCONJ
asir-31708	53	19	the	the	DET
asir-31708	53	20	diversity	diversity	NOUN
asir-31708	53	21	of	of	ADP
asir-31708	53	22	particles	particle	NOUN
asir-31708	53	23	.	.	PUNCT
asir-31708	54	1	the	the	DET
asir-31708	54	2	trajectory	trajectory	NOUN
asir-31708	54	3	of	of	ADP
asir-31708	54	4	particles	particle	NOUN
asir-31708	54	5	is	be	AUX
asir-31708	54	6	not	not	PART
asir-31708	54	7	random	random	ADJ
asir-31708	54	8	,	,	PUNCT
asir-31708	54	9	and	and	CCONJ
asir-31708	54	10	it	it	PRON
asir-31708	54	11	is	be	AUX
asir-31708	54	12	inevitable	inevitable	ADJ
asir-31708	54	13	that	that	SCONJ
asir-31708	54	14	some	some	DET
asir-31708	54	15	poorly	poorly	ADV
asir-31708	54	16	performing	perform	VERB
asir-31708	54	17	particles	particle	NOUN
asir-31708	54	18	will	will	AUX
asir-31708	54	19	appear	appear	VERB
asir-31708	54	20	during	during	ADP
asir-31708	54	21	iteration	iteration	NOUN
asir-31708	54	22	,	,	PUNCT
asir-31708	54	23	with	with	ADP
asir-31708	54	24	a	a	DET
asir-31708	54	25	significant	significant	ADJ
asir-31708	54	26	decrease	decrease	NOUN
asir-31708	54	27	in	in	ADP
asir-31708	54	28	speed	speed	NOUN
asir-31708	54	29	or	or	CCONJ
asir-31708	54	30	oscillation	oscillation	NOUN
asir-31708	54	31	in	in	ADP
asir-31708	54	32	a	a	DET
asir-31708	54	33	certain	certain	ADJ
asir-31708	54	34	dimension	dimension	NOUN
asir-31708	54	35	of	of	ADP
asir-31708	54	36	space	space	NOUN
asir-31708	54	37	.	.	PUNCT
asir-31708	55	1	this	this	PRON
asir-31708	55	2	can	can	AUX
asir-31708	55	3	easily	easily	ADV
asir-31708	55	4	lead	lead	VERB
asir-31708	55	5	to	to	ADP
asir-31708	55	6	local	local	ADJ
asir-31708	55	7	optima	optima	NOUN
asir-31708	55	8	and	and	CCONJ
asir-31708	55	9	premature	premature	ADJ
asir-31708	55	10	phenomena	phenomenon	NOUN
asir-31708	55	11	.	.	PUNCT
asir-31708	56	1	based	base	VERB
asir-31708	56	2	on	on	ADP
asir-31708	56	3	this	this	PRON
asir-31708	56	4	,	,	PUNCT
asir-31708	56	5	this	this	DET
asir-31708	56	6	article	article	NOUN
asir-31708	56	7	proposes	propose	VERB
asir-31708	56	8	several	several	ADJ
asir-31708	56	9	improvement	improvement	NOUN
asir-31708	56	10	schemes	scheme	NOUN
asir-31708	56	11	for	for	ADP
asir-31708	56	12	particle	particle	NOUN
asir-31708	56	13	performance	performance	NOUN
asir-31708	56	14	.	.	PUNCT
asir-31708	57	1	firstly	firstly	ADV
asir-31708	57	2	,	,	PUNCT
asir-31708	57	3	introduce	introduce	VERB
asir-31708	57	4	chaos	chaos	NOUN
asir-31708	57	5	mechanism	mechanism	NOUN
asir-31708	57	6	into	into	ADP
asir-31708	57	7	the	the	DET
asir-31708	57	8	algorithm	algorithm	NOUN
asir-31708	57	9	to	to	PART
asir-31708	57	10	enhance	enhance	VERB
asir-31708	57	11	particle	particle	NOUN
asir-31708	57	12	ergodicity	ergodicity	NOUN
asir-31708	57	13	;	;	PUNCT
asir-31708	57	14	furthermore	furthermore	ADV
asir-31708	57	15	,	,	PUNCT
asir-31708	57	16	utilizing	utilize	VERB
asir-31708	57	17	quantum	quantum	NOUN
asir-31708	57	18	theory	theory	NOUN
asir-31708	57	19	to	to	PART
asir-31708	57	20	enhance	enhance	VERB
asir-31708	57	21	particle	particle	NOUN
asir-31708	57	22	vitality	vitality	NOUN
asir-31708	57	23	and	and	CCONJ
asir-31708	57	24	enhance	enhance	VERB
asir-31708	57	25	particle	particle	NOUN
asir-31708	57	26	optimization	optimization	NOUN
asir-31708	57	27	ability	ability	NOUN
asir-31708	57	28	;	;	PUNCT
asir-31708	57	29	meanwhile	meanwhile	ADV
asir-31708	57	30	,	,	PUNCT
asir-31708	57	31	an	an	DET
asir-31708	57	32	attempt	attempt	NOUN
asir-31708	57	33	was	be	AUX
asir-31708	57	34	made	make	VERB
asir-31708	57	35	to	to	PART
asir-31708	57	36	update	update	VERB
asir-31708	57	37	the	the	DET
asir-31708	57	38	particle	particle	NOUN
asir-31708	57	39	state	state	NOUN
asir-31708	57	40	using	use	VERB
asir-31708	57	41	the	the	DET
asir-31708	57	42	k	k	ADJ
asir-31708	57	43	-	-	PUNCT
asir-31708	57	44	means	means	NOUN
asir-31708	57	45	algorithm	algorithm	NOUN
asir-31708	57	46	in	in	ADP
asir-31708	57	47	order	order	NOUN
asir-31708	57	48	to	to	PART
asir-31708	57	49	achieve	achieve	VERB
asir-31708	57	50	better	well	ADJ
asir-31708	57	51	particle	particle	NOUN
asir-31708	57	52	performance	performance	NOUN
asir-31708	57	53	(	(	PUNCT
asir-31708	57	54	badhera	badhera	NOUN
asir-31708	57	55	,	,	PUNCT
asir-31708	57	56	verma	verma	PROPN
asir-31708	57	57	,	,	PUNCT
asir-31708	57	58	&	&	CCONJ
asir-31708	57	59	nahar	nahar	PROPN
asir-31708	57	60	,	,	PUNCT
asir-31708	57	61	2022	2022	NUM
asir-31708	57	62	;	;	PUNCT
asir-31708	57	63	shrifan	shrifan	NOUN
asir-31708	57	64	,	,	PUNCT
asir-31708	57	65	akbar	akbar	NOUN
asir-31708	57	66	,	,	PUNCT
asir-31708	57	67	&	&	CCONJ
asir-31708	57	68	isa	isa	PROPN
asir-31708	57	69	,	,	PUNCT
asir-31708	57	70	2022	2022	NUM
asir-31708	57	71	)	)	PUNCT
asir-31708	57	72	.	.	PUNCT
asir-31708	58	1	2.2	2.2	NUM
asir-31708	58	2	chaotic	chaotic	ADJ
asir-31708	58	3	sequence	sequence	NOUN
asir-31708	58	4	chaos	chaos	NOUN
asir-31708	58	5	widely	widely	ADV
asir-31708	58	6	exists	exist	VERB
asir-31708	58	7	in	in	ADP
asir-31708	58	8	nature	nature	NOUN
asir-31708	58	9	and	and	CCONJ
asir-31708	58	10	is	be	AUX
asir-31708	58	11	a	a	DET
asir-31708	58	12	nonlinear	nonlinear	ADJ
asir-31708	58	13	phenomenon	phenomenon	NOUN
asir-31708	58	14	.	.	PUNCT
asir-31708	59	1	because	because	SCONJ
asir-31708	59	2	of	of	ADP
asir-31708	59	3	its	its	PRON
asir-31708	59	4	sensitivity	sensitivity	NOUN
asir-31708	59	5	to	to	ADP
asir-31708	59	6	initial	initial	ADJ
asir-31708	59	7	condition	condition	NOUN
asir-31708	59	8	and	and	CCONJ
asir-31708	59	9	its	its	PRON
asir-31708	59	10	characteristics	characteristic	NOUN
asir-31708	59	11	of	of	ADP
asir-31708	59	12	randomness	randomness	NOUN
asir-31708	59	13	,	,	PUNCT
asir-31708	59	14	ergodicity	ergodicity	NOUN
asir-31708	59	15	and	and	CCONJ
asir-31708	59	16	regularity	regularity	NOUN
asir-31708	59	17	,	,	PUNCT
asir-31708	59	18	it	it	PRON
asir-31708	59	19	can	can	AUX
asir-31708	59	20	search	search	VERB
asir-31708	59	21	all	all	DET
asir-31708	59	22	internal	internal	ADJ
asir-31708	59	23	states	state	NOUN
asir-31708	59	24	in	in	ADP
asir-31708	59	25	a	a	DET
asir-31708	59	26	given	give	VERB
asir-31708	59	27	area	area	NOUN
asir-31708	59	28	according	accord	VERB
asir-31708	59	29	to	to	ADP
asir-31708	59	30	its	its	PRON
asir-31708	59	31	own	own	ADJ
asir-31708	59	32	laws	law	NOUN
asir-31708	59	33	without	without	ADP
asir-31708	59	34	repetition	repetition	NOUN
asir-31708	59	35	.	.	PUNCT
asir-31708	60	1	based	base	VERB
asir-31708	60	2	on	on	ADP
asir-31708	60	3	this	this	PRON
asir-31708	60	4	,	,	PUNCT
asir-31708	60	5	chaos	chaos	NOUN
asir-31708	60	6	mechanism	mechanism	NOUN
asir-31708	60	7	is	be	AUX
asir-31708	60	8	used	use	VERB
asir-31708	60	9	to	to	PART
asir-31708	60	10	optimize	optimize	VERB
asir-31708	60	11	the	the	DET
asir-31708	60	12	particle	particle	NOUN
asir-31708	60	13	optimization	optimization	NOUN
asir-31708	60	14	process	process	NOUN
asir-31708	60	15	,	,	PUNCT
asir-31708	60	16	and	and	CCONJ
asir-31708	60	17	the	the	DET
asir-31708	60	18	search	search	NOUN
asir-31708	60	19	steps	step	NOUN
asir-31708	60	20	are	be	AUX
asir-31708	60	21	as	as	SCONJ
asir-31708	60	22	follows	follow	VERB
asir-31708	60	23	:	:	PUNCT
asir-31708	60	24	(	(	PUNCT
asir-31708	60	25	1	1	X
asir-31708	60	26	)	)	PUNCT
asir-31708	60	27	define	define	VERB
asir-31708	60	28	the	the	DET
asir-31708	60	29	initial	initial	ADJ
asir-31708	60	30	region	region	NOUN
asir-31708	60	31	.	.	PUNCT
asir-31708	61	1	the	the	DET
asir-31708	61	2	n	n	CCONJ
asir-31708	61	3	-dimensional	-dimensional	ADJ
asir-31708	61	4	initial	initial	ADJ
asir-31708	61	5	state	state	NOUN
asir-31708	61	6	vector	vector	NOUN
asir-31708	61	7	is	be	AUX
asir-31708	61	8	0	0	NUM
asir-31708	61	9	01	01	NUM
asir-31708	61	10	02	02	NUM
asir-31708	61	11	0	0	NUM
asir-31708	61	12	(	(	PUNCT
asir-31708	61	13	,	,	PUNCT
asir-31708	61	14	,	,	PUNCT
asir-31708	61	15	,	,	PUNCT
asir-31708	61	16	)	)	PUNCT
asir-31708	61	17	nr	nr	NOUN
asir-31708	61	18	r	r	NOUN
asir-31708	61	19	r	r	NOUN
asir-31708	61	20	r	r	PUNCT
asir-31708	61	21	,	,	PUNCT
asir-31708	61	22	and	and	CCONJ
asir-31708	61	23	the	the	DET
asir-31708	61	24	values	value	NOUN
asir-31708	61	25	in	in	ADP
asir-31708	61	26	0r	0r	NUM
asir-31708	61	27	are	be	AUX
asir-31708	61	28	adjacent	adjacent	ADJ
asir-31708	61	29	and	and	CCONJ
asir-31708	61	30	have	have	VERB
asir-31708	61	31	little	little	ADJ
asir-31708	61	32	difference	difference	NOUN
asir-31708	61	33	.	.	PUNCT
asir-31708	62	1	(	(	PUNCT
asir-31708	62	2	2	2	X
asir-31708	62	3	)	)	PUNCT
asir-31708	62	4	the	the	DET
asir-31708	62	5	initialization	initialization	NOUN
asir-31708	62	6	vector	vector	NOUN
asir-31708	62	7	0r	0r	PROPN
asir-31708	62	8	is	be	AUX
asir-31708	62	9	calculated	calculate	VERB
asir-31708	62	10	by	by	ADP
asir-31708	62	11	using	use	VERB
asir-31708	62	12	the	the	DET
asir-31708	62	13	logistics	logistic	NOUN
asir-31708	62	14	equation	equation	NOUN
asir-31708	62	15	to	to	PART
asir-31708	62	16	generate	generate	VERB
asir-31708	62	17	the	the	DET
asir-31708	62	18	chaotic	chaotic	ADJ
asir-31708	62	19	sequence	sequence	NOUN
asir-31708	62	20	1	1	NUM
asir-31708	62	21	2	2	NUM
asir-31708	62	22	,	,	PUNCT
asir-31708	62	23	,	,	PUNCT
asir-31708	62	24	,	,	PUNCT
asir-31708	62	25	nc	nc	PROPN
asir-31708	62	26	c	c	PROPN
asir-31708	62	27	c	c	PROPN
asir-31708	62	28	.	.	PUNCT
asir-31708	63	1	here	here	ADV
asir-31708	63	2	,	,	PUNCT
asir-31708	63	3	after	after	ADP
asir-31708	63	4	several	several	ADJ
asir-31708	63	5	iterations	iteration	NOUN
asir-31708	63	6	,	,	PUNCT
asir-31708	63	7	the	the	DET
asir-31708	63	8	system	system	NOUN
asir-31708	63	9	will	will	AUX
asir-31708	63	10	be	be	AUX
asir-31708	63	11	completely	completely	ADV
asir-31708	63	12	in	in	ADP
asir-31708	63	13	a	a	DET
asir-31708	63	14	chaotic	chaotic	ADJ
asir-31708	63	15	state	state	NOUN
asir-31708	63	16	.	.	PUNCT
asir-31708	64	1	the	the	DET
asir-31708	64	2	vector	vector	NOUN
asir-31708	64	3	layer	layer	NOUN
asir-31708	64	4	can	can	AUX
asir-31708	64	5	be	be	AUX
asir-31708	64	6	expressed	express	VERB
asir-31708	64	7	as	as	ADP
asir-31708	64	8	:	:	PUNCT
asir-31708	64	9	1	1	NUM
asir-31708	64	10	1(1	1(1	NUM
asir-31708	64	11	)	)	PUNCT
asir-31708	65	1	i	i	PRON
asir-31708	65	2	i	i	INTJ
asir-31708	66	1	ic	ic	VERB
asir-31708	66	2	c	c	PROPN
asir-31708	66	3	c	c	PROPN
asir-31708	66	4			PROPN
asir-31708	66	5			ADJ
asir-31708	66	6			NOUN
asir-31708	66	7	(	(	PUNCT
asir-31708	66	8	5	5	NUM
asir-31708	66	9	)	)	PUNCT
asir-31708	66	10	among	among	ADP
asir-31708	66	11	them	they	PRON
asir-31708	66	12	,	,	PUNCT
asir-31708	66	13			X
asir-31708	66	14	is	be	AUX
asir-31708	66	15	the	the	DET
asir-31708	66	16	iterative	iterative	NOUN
asir-31708	66	17	control	control	NOUN
asir-31708	66	18	parameter	parameter	NOUN
asir-31708	66	19	.	.	PUNCT
asir-31708	67	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-31708	67	2	applied	apply	VERB
asir-31708	67	3	science	science	NOUN
asir-31708	67	4	and	and	CCONJ
asir-31708	67	5	innovative	innovative	ADJ
asir-31708	67	6	research	research	NOUN
asir-31708	67	7	vol	vol	NOUN
asir-31708	67	8	.	.	PUNCT
asir-31708	68	1	7	7	NUM
asir-31708	68	2	,	,	PUNCT
asir-31708	68	3	no	no	INTJ
asir-31708	68	4	.	.	NOUN
asir-31708	68	5	4	4	NUM
asir-31708	68	6	,	,	PUNCT
asir-31708	68	7	2023	2023	NUM
asir-31708	68	8	24	24	NUM
asir-31708	68	9	published	publish	VERB
asir-31708	68	10	by	by	ADP
asir-31708	68	11	scholink	scholink	PROPN
asir-31708	68	12	inc	inc	PROPN
asir-31708	68	13	.	.	PROPN
asir-31708	69	1	(	(	PUNCT
asir-31708	69	2	3	3	X
asir-31708	69	3	)	)	PUNCT
asir-31708	69	4	assuming	assume	VERB
asir-31708	69	5	the	the	DET
asir-31708	69	6	spatial	spatial	ADJ
asir-31708	69	7	particle	particle	NOUN
asir-31708	69	8	ix	ix	ADV
asir-31708	69	9	,	,	PUNCT
asir-31708	69	10	use	use	VERB
asir-31708	69	11	formula	formula	NOUN
asir-31708	69	12	(	(	PUNCT
asir-31708	69	13	3	3	NUM
asir-31708	69	14	)	)	PUNCT
asir-31708	69	15	to	to	PART
asir-31708	69	16	obtain	obtain	VERB
asir-31708	69	17	a	a	DET
asir-31708	69	18	better	well	ADJ
asir-31708	69	19	position	position	NOUN
asir-31708	69	20	for	for	ADP
asir-31708	69	21	ix	ix	ADV
asir-31708	69	22	,	,	PUNCT
asir-31708	69	23	denote	denote	NOUN
asir-31708	69	24	'	'	PUNCT
asir-31708	69	25	ix	ix	ADV
asir-31708	69	26	.	.	PUNCT
asir-31708	69	27	'	'	PUNCT
asir-31708	70	1	i	i	PRON
asir-31708	71	1	j	j	VERB
asir-31708	71	2	ix	ix	ADP
asir-31708	71	3	r	r	PROPN
asir-31708	71	4	rnd	rnd	PROPN
asir-31708	72	1	c	c	PROPN
asir-31708	72	2	x	x	PUNCT
asir-31708	73	1			PROPN
asir-31708	73	2			PROPN
asir-31708	73	3			PUNCT
asir-31708	73	4	(	(	PUNCT
asir-31708	73	5	6	6	NUM
asir-31708	73	6	)	)	PUNCT
asir-31708	73	7	among	among	ADP
asir-31708	73	8	them	they	PRON
asir-31708	73	9	,	,	PUNCT
asir-31708	73	10	r	r	NOUN
asir-31708	73	11	is	be	AUX
asir-31708	73	12	the	the	DET
asir-31708	73	13	active	active	ADJ
asir-31708	73	14	radius	radius	NOUN
asir-31708	73	15	of	of	ADP
asir-31708	73	16	particle	particle	NOUN
asir-31708	73	17	ix	ix	ADV
asir-31708	73	18	,	,	PUNCT
asir-31708	73	19	[	[	PUNCT
asir-31708	73	20	1,1]rnd	1,1]rnd	NUM
asir-31708	73	21			PROPN
asir-31708	73	22			NOUN
asir-31708	73	23	,	,	PUNCT
asir-31708	73	24	[	[	X
asir-31708	73	25	0	0	NUM
asir-31708	73	26	,	,	PUNCT
asir-31708	73	27	]	]	PUNCT
asir-31708	73	28	j	j	PROPN
asir-31708	73	29	n	n	PROPN
asir-31708	73	30	.	.	PUNCT
asir-31708	74	1	the	the	DET
asir-31708	74	2	main	main	ADJ
asir-31708	74	3	idea	idea	NOUN
asir-31708	74	4	of	of	ADP
asir-31708	74	5	particle	particle	NOUN
asir-31708	74	6	swarm	swarm	NOUN
asir-31708	74	7	optimization	optimization	NOUN
asir-31708	74	8	algorithm	algorithm	NOUN
asir-31708	74	9	based	base	VERB
asir-31708	74	10	on	on	ADP
asir-31708	74	11	chaotic	chaotic	ADJ
asir-31708	74	12	mechanism	mechanism	NOUN
asir-31708	74	13	is	be	AUX
asir-31708	74	14	as	as	SCONJ
asir-31708	74	15	follows	follow	VERB
asir-31708	74	16	:	:	PUNCT
asir-31708	74	17	on	on	ADP
asir-31708	74	18	the	the	DET
asir-31708	74	19	one	one	NUM
asir-31708	74	20	hand	hand	NOUN
asir-31708	74	21	,	,	PUNCT
asir-31708	74	22	using	use	VERB
asir-31708	74	23	chaotic	chaotic	ADJ
asir-31708	74	24	sequences	sequence	NOUN
asir-31708	74	25	to	to	PART
asir-31708	74	26	initialize	initialize	VERB
asir-31708	74	27	the	the	DET
asir-31708	74	28	position	position	NOUN
asir-31708	74	29	and	and	CCONJ
asir-31708	74	30	velocity	velocity	NOUN
asir-31708	74	31	of	of	ADP
asir-31708	74	32	particles	particle	NOUN
asir-31708	74	33	,	,	PUNCT
asir-31708	74	34	due	due	ADP
asir-31708	74	35	to	to	ADP
asir-31708	74	36	its	its	PRON
asir-31708	74	37	ergodic	ergodic	ADJ
asir-31708	74	38	characteristics	characteristic	NOUN
asir-31708	74	39	,	,	PUNCT
asir-31708	74	40	it	it	PRON
asir-31708	74	41	not	not	PART
asir-31708	74	42	only	only	ADV
asir-31708	74	43	maintains	maintain	VERB
asir-31708	74	44	the	the	DET
asir-31708	74	45	diversity	diversity	NOUN
asir-31708	74	46	of	of	ADP
asir-31708	74	47	particles	particle	NOUN
asir-31708	74	48	but	but	CCONJ
asir-31708	74	49	also	also	ADV
asir-31708	74	50	enhances	enhance	VERB
asir-31708	74	51	their	their	PRON
asir-31708	74	52	search	search	NOUN
asir-31708	74	53	ability	ability	NOUN
asir-31708	74	54	;	;	PUNCT
asir-31708	74	55	furthermore	furthermore	ADV
asir-31708	74	56	,	,	PUNCT
asir-31708	74	57	chaotic	chaotic	ADJ
asir-31708	74	58	states	state	NOUN
asir-31708	74	59	can	can	AUX
asir-31708	74	60	make	make	VERB
asir-31708	74	61	the	the	DET
asir-31708	74	62	motion	motion	NOUN
asir-31708	74	63	of	of	ADP
asir-31708	74	64	particles	particle	NOUN
asir-31708	74	65	persistent	persistent	ADJ
asir-31708	74	66	.	.	PUNCT
asir-31708	75	1	particle	particle	NOUN
asir-31708	75	2	chaos	chaos	NOUN
asir-31708	75	3	initialization	initialization	NOUN
asir-31708	75	4	:	:	PUNCT
asir-31708	75	5	assign	assign	VERB
asir-31708	75	6	initial	initial	ADJ
asir-31708	75	7	values	value	NOUN
asir-31708	75	8	to	to	ADP
asir-31708	75	9	ix	ix	VERB
asir-31708	75	10	in	in	ADP
asir-31708	75	11	formula	formula	NOUN
asir-31708	75	12	(	(	PUNCT
asir-31708	75	13	6	6	NUM
asir-31708	75	14	)	)	PUNCT
asir-31708	75	15	and	and	CCONJ
asir-31708	75	16	re	re	VERB
asir-31708	75	17	-	-	VERB
asir-31708	75	18	correct	correct	VERB
asir-31708	75	19	the	the	DET
asir-31708	75	20	velocity	velocity	NOUN
asir-31708	75	21	in	in	ADP
asir-31708	75	22	particle	particle	NOUN
asir-31708	75	23	swarm	swarm	NOUN
asir-31708	75	24	iteration	iteration	NOUN
asir-31708	75	25	:	:	PUNCT
asir-31708	75	26	,	,	PUNCT
asir-31708	75	27	'	'	PUNCT
asir-31708	75	28	''	''	PUNCT
asir-31708	75	29	0	0	NUM
asir-31708	75	30	,	,	PUNCT
asir-31708	75	31	1	1	NUM
asir-31708	75	32	,	,	PUNCT
asir-31708	75	33	(	(	PUNCT
asir-31708	75	34	1	1	X
asir-31708	75	35	)	)	PUNCT
asir-31708	75	36	(	(	PUNCT
asir-31708	75	37	)	)	PUNCT
asir-31708	75	38	(	(	PUNCT
asir-31708	75	39	)	)	PUNCT
asir-31708	75	40	(	(	PUNCT
asir-31708	75	41	(	(	PUNCT
asir-31708	75	42	)	)	PUNCT
asir-31708	75	43	(	(	PUNCT
asir-31708	75	44	)	)	PUNCT
asir-31708	75	45	)	)	PUNCT
asir-31708	75	46	(	(	PUNCT
asir-31708	75	47	)	)	PUNCT
asir-31708	75	48	(	(	PUNCT
asir-31708	75	49	(	(	PUNCT
asir-31708	75	50	)	)	PUNCT
asir-31708	75	51	(	(	PUNCT
asir-31708	75	52	)	)	PUNCT
asir-31708	75	53	)	)	PUNCT
asir-31708	76	1	i	i	PRON
asir-31708	76	2	j	j	VERB
asir-31708	77	1	lb	lb	INTJ
asir-31708	77	2	i	i	PRON
asir-31708	78	1	j	j	PROPN
asir-31708	79	1	gb	gb	PRON
asir-31708	79	2	i	i	PRON
asir-31708	80	1	j	j	PROPN
asir-31708	81	1	v	v	INTJ
asir-31708	81	2	t	t	PROPN
asir-31708	81	3	v	v	NOUN
asir-31708	81	4	t	t	PROPN
asir-31708	81	5	t	t	NOUN
asir-31708	81	6	x	x	SYM
asir-31708	81	7	t	t	PROPN
asir-31708	81	8	x	x	SYM
asir-31708	81	9	t	t	PROPN
asir-31708	81	10	t	t	PROPN
asir-31708	81	11	x	x	SYM
asir-31708	81	12	t	t	NOUN
asir-31708	81	13	x	x	SYM
asir-31708	81	14	t	t	PROPN
asir-31708	81	15	(	(	PUNCT
asir-31708	81	16	7	7	NUM
asir-31708	81	17	)	)	PUNCT
asir-31708	81	18	among	among	ADP
asir-31708	81	19	them	they	PRON
asir-31708	81	20	,	,	PUNCT
asir-31708	81	21	is	be	AUX
asir-31708	81	22	the	the	DET
asir-31708	81	23	constant	constant	ADJ
asir-31708	81	24	of	of	ADP
asir-31708	81	25	(	(	PUNCT
asir-31708	81	26	0,1	0,1	NUM
asir-31708	81	27	]	]	PUNCT
asir-31708	81	28	,	,	PUNCT
asir-31708	81	29	is	be	AUX
asir-31708	81	30	the	the	DET
asir-31708	81	31	random	random	ADJ
asir-31708	81	32	number	number	NOUN
asir-31708	81	33	of	of	ADP
asir-31708	81	34	normal	normal	ADJ
asir-31708	81	35	distribution	distribution	NOUN
asir-31708	81	36	[	[	X
asir-31708	81	37	0,1]n	0,1]n	NOUN
asir-31708	81	38	,	,	PUNCT
asir-31708	82	1	[	[	X
asir-31708	82	2	1	1	NUM
asir-31708	82	3	,	,	PUNCT
asir-31708	82	4	]	]	X
asir-31708	82	5	i	i	PRON
asir-31708	82	6	n	n	INTJ
asir-31708	82	7	,	,	PUNCT
asir-31708	82	8	[	[	X
asir-31708	82	9	1	1	NUM
asir-31708	82	10	,	,	PUNCT
asir-31708	82	11	]	]	X
asir-31708	82	12	j	j	NOUN
asir-31708	82	13	m	m	PROPN
asir-31708	82	14	,	,	PUNCT
asir-31708	82	15	n	n	PRON
asir-31708	82	16	is	be	AUX
asir-31708	82	17	the	the	DET
asir-31708	82	18	particle	particle	NOUN
asir-31708	82	19	number	number	NOUN
asir-31708	82	20	,	,	PUNCT
asir-31708	82	21	and	and	CCONJ
asir-31708	82	22	m	m	PROPN
asir-31708	82	23	is	be	AUX
asir-31708	82	24	the	the	DET
asir-31708	82	25	spatial	spatial	ADJ
asir-31708	82	26	dimension	dimension	NOUN
asir-31708	82	27	.	.	PUNCT
asir-31708	83	1	about	about	ADV
asir-31708	83	2	''	''	PUNCT
asir-31708	83	3	(	(	PUNCT
asir-31708	83	4	)	)	PUNCT
asir-31708	83	5	v	v	ADP
asir-31708	83	6	t	t	NOUN
asir-31708	83	7	,	,	PUNCT
asir-31708	83	8	''	''	PUNCT
asir-31708	83	9	(	(	PUNCT
asir-31708	83	10	)	)	PUNCT
asir-31708	83	11	0	0	NUM
asir-31708	83	12	(	(	PUNCT
asir-31708	83	13	)	)	PUNCT
asir-31708	84	1	[	[	X
asir-31708	84	2	0,1	0,1	NUM
asir-31708	84	3	]	]	SYM
asir-31708	84	4	1	1	NUM
asir-31708	84	5	i	i	NOUN
asir-31708	84	6	jv	jv	INTJ
asir-31708	84	7	t	t	PROPN
asir-31708	84	8	v	v	NOUN
asir-31708	84	9	t	t	PROPN
asir-31708	84	10	n	n	ADP
asir-31708	84	11	v	v	NOUN
asir-31708	84	12			INTJ
asir-31708	84	13			PROPN
asir-31708	84	14	(	(	PUNCT
asir-31708	84	15	8)	8)	NUM
asir-31708	84	16	0	0	NUM
asir-31708	84	17	(	(	PUNCT
asir-31708	84	18	(	(	PUNCT
asir-31708	84	19	1	1	NUM
asir-31708	84	20	)	)	PUNCT
asir-31708	84	21	)	)	PUNCT
asir-31708	85	1	(	(	PUNCT
asir-31708	85	2	(	(	PUNCT
asir-31708	85	3	)	)	PUNCT
asir-31708	85	4	)	)	PUNCT
asir-31708	85	5	1	1	NUM
asir-31708	85	6	(	(	PUNCT
asir-31708	85	7	(	(	PUNCT
asir-31708	85	8	)	)	PUNCT
asir-31708	85	9	)	)	PUNCT
asir-31708	86	1	(	(	PUNCT
asir-31708	86	2	(	(	PUNCT
asir-31708	86	3	1	1	NUM
asir-31708	86	4	)	)	PUNCT
asir-31708	86	5	)	)	PUNCT
asir-31708	86	6	(	(	PUNCT
asir-31708	86	7	(	(	PUNCT
asir-31708	86	8	5	5	NUM
asir-31708	86	9	)	)	PUNCT
asir-31708	86	10	)	)	PUNCT
asir-31708	86	11	gb	gb	ADP
asir-31708	86	12	gb	gb	ADV
asir-31708	86	13	gb	gb	ADV
asir-31708	86	14	gb	gb	ADV
asir-31708	86	15	gb	gb	ADV
asir-31708	86	16	f	f	PROPN
asir-31708	87	1	x	x	X
asir-31708	87	2	t	t	NOUN
asir-31708	88	1	f	f	X
asir-31708	88	2	x	x	X
asir-31708	89	1	t	t	NOUN
asir-31708	89	2	f	f	X
asir-31708	90	1	x	x	X
asir-31708	90	2	t	t	NOUN
asir-31708	91	1	f	f	X
asir-31708	91	2	x	x	X
asir-31708	92	1	t	t	NOUN
asir-31708	92	2	f	f	X
asir-31708	92	3	x	x	SYM
asir-31708	92	4	t	t	PROPN
asir-31708	92	5			PROPN
asir-31708	92	6			PROPN
asir-31708	92	7			PROPN
asir-31708	92	8			X
asir-31708	92	9	(	(	PUNCT
asir-31708	92	10	9	9	NUM
asir-31708	92	11	)	)	PUNCT
asir-31708	92	12	among	among	ADP
asir-31708	92	13	them	they	PRON
asir-31708	92	14	,	,	PUNCT
asir-31708	92	15	max	max	PROPN
asir-31708	92	16	/1.1iv	/1.1iv	PROPN
asir-31708	92	17	v	v	PROPN
asir-31708	92	18	c	c	PROPN
asir-31708	92	19	,	,	PUNCT
asir-31708	92	20	(	(	PUNCT
asir-31708	92	21	)	)	PUNCT
asir-31708	92	22	(	(	PUNCT
asir-31708	92	23	)	)	PUNCT
asir-31708	92	24	gb	gb	ADP
asir-31708	92	25	tf	tf	NOUN
asir-31708	92	26	x	x	SYM
asir-31708	92	27	f	f	NOUN
asir-31708	92	28	x	x	X
asir-31708	92	29	,	,	PUNCT
asir-31708	92	30	ic	ic	PROPN
asir-31708	92	31	is	be	AUX
asir-31708	92	32	a	a	DET
asir-31708	92	33	new	new	ADJ
asir-31708	92	34	chaotic	chaotic	ADJ
asir-31708	92	35	sequence	sequence	NOUN
asir-31708	92	36	,	,	PUNCT
asir-31708	92	37	(	(	PUNCT
asir-31708	92	38	)	)	PUNCT
asir-31708	92	39	gbf	gbf	PROPN
asir-31708	93	1	x	x	PROPN
asir-31708	93	2	is	be	AUX
asir-31708	93	3	the	the	DET
asir-31708	93	4	satisfactory	satisfactory	ADJ
asir-31708	93	5	solution	solution	NOUN
asir-31708	93	6	,	,	PUNCT
asir-31708	93	7	and	and	CCONJ
asir-31708	93	8	(	(	PUNCT
asir-31708	93	9	)	)	PUNCT
asir-31708	93	10	tf	tf	X
asir-31708	93	11	x	x	PUNCT
asir-31708	93	12	is	be	AUX
asir-31708	93	13	the	the	DET
asir-31708	93	14	target	target	NOUN
asir-31708	93	15	solution	solution	NOUN
asir-31708	93	16	.	.	PUNCT
asir-31708	94	1	the	the	DET
asir-31708	94	2	introduction	introduction	NOUN
asir-31708	94	3	of	of	ADP
asir-31708	94	4	chaotic	chaotic	ADJ
asir-31708	94	5	mechanisms	mechanism	NOUN
asir-31708	94	6	will	will	AUX
asir-31708	94	7	have	have	VERB
asir-31708	94	8	a	a	DET
asir-31708	94	9	positive	positive	ADJ
asir-31708	94	10	impact	impact	NOUN
asir-31708	94	11	on	on	ADP
asir-31708	94	12	the	the	DET
asir-31708	94	13	search	search	NOUN
asir-31708	94	14	process	process	NOUN
asir-31708	94	15	.	.	PUNCT
asir-31708	95	1	in	in	ADP
asir-31708	95	2	this	this	DET
asir-31708	95	3	paper	paper	NOUN
asir-31708	95	4	propose	propose	VERB
asir-31708	95	5	to	to	PART
asir-31708	95	6	replace	replace	VERB
asir-31708	95	7	the	the	DET
asir-31708	95	8	weight	weight	NOUN
asir-31708	95	9	coefficients	coefficient	NOUN
asir-31708	95	10	of	of	ADP
asir-31708	95	11	random	random	ADJ
asir-31708	95	12	distributions	distribution	NOUN
asir-31708	95	13	in	in	ADP
asir-31708	95	14	pso	pso	NOUN
asir-31708	95	15	with	with	ADP
asir-31708	95	16	chaotic	chaotic	ADJ
asir-31708	95	17	sequences	sequence	NOUN
asir-31708	95	18	to	to	PART
asir-31708	95	19	complete	complete	VERB
asir-31708	95	20	particle	particle	NOUN
asir-31708	95	21	velocity	velocity	NOUN
asir-31708	95	22	updates	update	VERB
asir-31708	95	23	.	.	PUNCT
asir-31708	96	1	2.3	2.3	NUM
asir-31708	96	2	inertia	inertia	NOUN
asir-31708	96	3	weight	weight	NOUN
asir-31708	96	4	the	the	DET
asir-31708	96	5	improvement	improvement	NOUN
asir-31708	96	6	of	of	ADP
asir-31708	96	7	algorithm	algorithm	NOUN
asir-31708	96	8	accuracy	accuracy	NOUN
asir-31708	96	9	introduces	introduce	NOUN
asir-31708	96	10	chaos	chaos	NOUN
asir-31708	96	11	mechanism	mechanism	NOUN
asir-31708	96	12	in	in	ADP
asir-31708	96	13	the	the	DET
asir-31708	96	14	article	article	NOUN
asir-31708	96	15	,	,	PUNCT
asir-31708	96	16	and	and	CCONJ
asir-31708	96	17	for	for	ADP
asir-31708	96	18	the	the	DET
asir-31708	96	19	problem	problem	NOUN
asir-31708	96	20	of	of	ADP
asir-31708	96	21	early	early	ADJ
asir-31708	96	22	maturity	maturity	NOUN
asir-31708	96	23	and	and	CCONJ
asir-31708	96	24	slow	slow	ADJ
asir-31708	96	25	evolution	evolution	NOUN
asir-31708	96	26	in	in	ADP
asir-31708	96	27	the	the	DET
asir-31708	96	28	later	later	ADJ
asir-31708	96	29	stage	stage	NOUN
asir-31708	96	30	,	,	PUNCT
asir-31708	96	31	it	it	PRON
asir-31708	96	32	is	be	AUX
asir-31708	96	33	advisable	advisable	ADJ
asir-31708	96	34	to	to	PART
asir-31708	96	35	improve	improve	VERB
asir-31708	96	36	the	the	DET
asir-31708	96	37	inertia	inertia	NOUN
asir-31708	96	38	weight	weight	NOUN
asir-31708	96	39	value	value	NOUN
asir-31708	96	40	in	in	ADP
asir-31708	96	41	speed	speed	NOUN
asir-31708	96	42	update	update	NOUN
asir-31708	96	43	.	.	PUNCT
asir-31708	97	1	the	the	DET
asir-31708	97	2	ultimate	ultimate	ADJ
asir-31708	97	3	goal	goal	NOUN
asir-31708	97	4	of	of	ADP
asir-31708	97	5	particle	particle	NOUN
asir-31708	97	6	evolution	evolution	NOUN
asir-31708	97	7	is	be	AUX
asir-31708	97	8	to	to	PART
asir-31708	97	9	find	find	VERB
asir-31708	97	10	the	the	DET
asir-31708	97	11	global	global	ADJ
asir-31708	97	12	optimal	optimal	ADJ
asir-31708	97	13	solution	solution	NOUN
asir-31708	97	14	,	,	PUNCT
asir-31708	97	15	and	and	CCONJ
asir-31708	97	16	the	the	DET
asir-31708	97	17	position	position	NOUN
asir-31708	97	18	and	and	CCONJ
asir-31708	97	19	velocity	velocity	NOUN
asir-31708	97	20	change	change	NOUN
asir-31708	97	21	during	during	ADP
asir-31708	97	22	each	each	DET
asir-31708	97	23	iteration	iteration	NOUN
asir-31708	97	24	.	.	PUNCT
asir-31708	98	1	the	the	DET
asir-31708	98	2	position	position	NOUN
asir-31708	98	3	is	be	AUX
asir-31708	98	4	determined	determine	VERB
asir-31708	98	5	by	by	ADP
asir-31708	98	6	velocity	velocity	NOUN
asir-31708	98	7	,	,	PUNCT
asir-31708	98	8	so	so	CCONJ
asir-31708	98	9	velocity	velocity	NOUN
asir-31708	98	10	is	be	AUX
asir-31708	98	11	the	the	DET
asir-31708	98	12	key	key	NOUN
asir-31708	98	13	to	to	ADP
asir-31708	98	14	guiding	guide	VERB
asir-31708	98	15	particle	particle	NOUN
asir-31708	98	16	flight	flight	NOUN
asir-31708	98	17	and	and	CCONJ
asir-31708	98	18	optimizing	optimize	VERB
asir-31708	98	19	algorithm	algorithm	NOUN
asir-31708	98	20	design	design	NOUN
asir-31708	98	21	.	.	PUNCT
asir-31708	99	1	here	here	ADV
asir-31708	99	2	,	,	PUNCT
asir-31708	99	3	the	the	DET
asir-31708	99	4	magnitude	magnitude	NOUN
asir-31708	99	5	of	of	ADP
asir-31708	99	6	inertia	inertia	NOUN
asir-31708	99	7	weight	weight	NOUN
asir-31708	99	8	directly	directly	ADV
asir-31708	99	9	affects	affect	VERB
asir-31708	99	10	the	the	DET
asir-31708	99	11	velocity	velocity	NOUN
asir-31708	99	12	and	and	CCONJ
asir-31708	99	13	direction	direction	NOUN
asir-31708	99	14	of	of	ADP
asir-31708	99	15	particles	particle	NOUN
asir-31708	99	16	.	.	PUNCT
asir-31708	100	1	based	base	VERB
asir-31708	100	2	on	on	ADP
asir-31708	100	3	the	the	DET
asir-31708	100	4	above	above	ADJ
asir-31708	100	5	analysis	analysis	NOUN
asir-31708	100	6	,	,	PUNCT
asir-31708	100	7	the	the	DET
asir-31708	100	8	article	article	NOUN
asir-31708	100	9	intends	intend	VERB
asir-31708	100	10	to	to	PART
asir-31708	100	11	adjust	adjust	VERB
asir-31708	100	12	the	the	DET
asir-31708	100	13	inertia	inertia	NOUN
asir-31708	100	14	weight	weight	NOUN
asir-31708	100	15	values	value	NOUN
asir-31708	100	16	that	that	PRON
asir-31708	100	17	affect	affect	VERB
asir-31708	100	18	speed	speed	NOUN
asir-31708	100	19	to	to	PART
asir-31708	100	20	make	make	VERB
asir-31708	100	21	them	they	PRON
asir-31708	100	22	change	change	VERB
asir-31708	100	23	according	accord	VERB
asir-31708	100	24	to	to	ADP
asir-31708	100	25	the	the	DET
asir-31708	100	26	cosine	cosine	NOUN
asir-31708	100	27	law	law	NOUN
asir-31708	100	28	with	with	ADP
asir-31708	100	29	evolutionary	evolutionary	ADJ
asir-31708	100	30	algebra	algebra	NOUN
asir-31708	100	31	.	.	PUNCT
asir-31708	101	1	in	in	ADP
asir-31708	101	2	this	this	DET
asir-31708	101	3	way	way	NOUN
asir-31708	101	4	,	,	PUNCT
asir-31708	101	5	in	in	ADP
asir-31708	101	6	the	the	DET
asir-31708	101	7	initial	initial	ADJ
asir-31708	101	8	stage	stage	NOUN
asir-31708	101	9	of	of	ADP
asir-31708	101	10	the	the	DET
asir-31708	101	11	algorithm	algorithm	NOUN
asir-31708	101	12	,	,	PUNCT
asir-31708	101	13	the	the	DET
asir-31708	101	14	inertia	inertia	NOUN
asir-31708	101	15	weight	weight	NOUN
asir-31708	101	16	is	be	AUX
asir-31708	101	17	maintained	maintain	VERB
asir-31708	101	18	at	at	ADP
asir-31708	101	19	a	a	DET
asir-31708	101	20	large	large	ADJ
asir-31708	101	21	value	value	NOUN
asir-31708	101	22	to	to	PART
asir-31708	101	23	improve	improve	VERB
asir-31708	101	24	the	the	DET
asir-31708	101	25	particle	particle	NOUN
asir-31708	101	26	's	's	PART
asir-31708	101	27	local	local	ADJ
asir-31708	101	28	search	search	NOUN
asir-31708	101	29	ability	ability	NOUN
asir-31708	101	30	.	.	PUNCT
asir-31708	102	1	the	the	DET
asir-31708	102	2	relevant	relevant	ADJ
asir-31708	102	3	expression	expression	NOUN
asir-31708	102	4	is	be	AUX
asir-31708	102	5	as	as	SCONJ
asir-31708	102	6	follows	follow	VERB
asir-31708	102	7	:	:	PUNCT
asir-31708	102	8	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31708	102	9	applied	apply	VERB
asir-31708	102	10	science	science	NOUN
asir-31708	102	11	and	and	CCONJ
asir-31708	102	12	innovative	innovative	ADJ
asir-31708	102	13	research	research	NOUN
asir-31708	102	14	vol	vol	NOUN
asir-31708	102	15	.	.	PUNCT
asir-31708	103	1	7	7	NUM
asir-31708	103	2	,	,	PUNCT
asir-31708	103	3	no	no	INTJ
asir-31708	103	4	.	.	NOUN
asir-31708	103	5	4	4	NUM
asir-31708	103	6	,	,	PUNCT
asir-31708	103	7	2023	2023	NUM
asir-31708	103	8	25	25	NUM
asir-31708	103	9	published	publish	VERB
asir-31708	103	10	by	by	ADP
asir-31708	103	11	scholink	scholink	PROPN
asir-31708	103	12	inc	inc	PROPN
asir-31708	103	13	.	.	PROPN
asir-31708	103	14	0	0	NUM
asir-31708	103	15	0	0	NUM
asir-31708	103	16	1	1	NUM
asir-31708	103	17	0	0	NUM
asir-31708	103	18	1	1	NUM
asir-31708	103	19	(	(	PUNCT
asir-31708	103	20	)	)	PUNCT
asir-31708	103	21	cos	cos	PROPN
asir-31708	103	22	(	(	PUNCT
asir-31708	103	23	)	)	PUNCT
asir-31708	103	24	2	2	NUM
asir-31708	104	1	i	i	PRON
asir-31708	104	2	i	i	PRON
asir-31708	104	3			ADJ
asir-31708	104	4			NOUN
asir-31708	104	5			X
asir-31708	104	6			X
asir-31708	104	7			X
asir-31708	104	8			ADV
asir-31708	104	9			PROPN
asir-31708	104	10			PROPN
asir-31708	104	11	(	(	PUNCT
asir-31708	104	12	10	10	NUM
asir-31708	104	13	)	)	PUNCT
asir-31708	104	14	among	among	ADP
asir-31708	104	15	them	they	PRON
asir-31708	104	16	,	,	PUNCT
asir-31708	104	17	0	0	NUM
asir-31708	104	18	1	1	NUM
asir-31708	104	19			NOUN
asir-31708	104	20	、	、	NOUN
asir-31708	104	21	respectively	respectively	ADV
asir-31708	104	22	represent	represent	VERB
asir-31708	104	23	the	the	DET
asir-31708	104	24	minimum	minimum	ADJ
asir-31708	104	25	and	and	CCONJ
asir-31708	104	26	maximum	maximum	ADJ
asir-31708	104	27	weight	weight	NOUN
asir-31708	104	28	values	value	NOUN
asir-31708	104	29	of	of	ADP
asir-31708	104	30	inertia	inertia	NOUN
asir-31708	104	31	,	,	PUNCT
asir-31708	104	32	0	0	NUM
asir-31708	104	33	1	1	NUM
asir-31708	104	34	[	[	PUNCT
asir-31708	104	35	]	]	X
asir-31708	104	36			X
asir-31708	104	37			X
asir-31708	104	38			ADV
asir-31708	104	39	、	、	NOUN
asir-31708	104	40	,	,	PUNCT
asir-31708	104	41	0	0	NUM
asir-31708	104	42	1i	1i	NOUN
asir-31708	104	43	i	i	PRON
asir-31708	104	44	、	、	VERB
asir-31708	104	45	respectively	respectively	ADV
asir-31708	104	46	represent	represent	VERB
asir-31708	104	47	the	the	DET
asir-31708	104	48	current	current	ADJ
asir-31708	104	49	iteration	iteration	NOUN
asir-31708	104	50	number	number	NOUN
asir-31708	104	51	and	and	CCONJ
asir-31708	104	52	the	the	DET
asir-31708	104	53	maximum	maximum	ADJ
asir-31708	104	54	allowed	allow	VERB
asir-31708	104	55	iteration	iteration	NOUN
asir-31708	104	56	number	number	NOUN
asir-31708	104	57	.	.	PUNCT
asir-31708	105	1	the	the	DET
asir-31708	105	2	use	use	NOUN
asir-31708	105	3	of	of	ADP
asir-31708	105	4	inertia	inertia	NOUN
asir-31708	105	5	weights	weight	NOUN
asir-31708	105	6	to	to	PART
asir-31708	105	7	adjust	adjust	VERB
asir-31708	105	8	particle	particle	NOUN
asir-31708	105	9	travel	travel	NOUN
asir-31708	105	10	speed	speed	NOUN
asir-31708	105	11	has	have	VERB
asir-31708	105	12	significant	significant	ADJ
asir-31708	105	13	advantages	advantage	NOUN
asir-31708	105	14	in	in	ADP
asir-31708	105	15	global	global	ADJ
asir-31708	105	16	search	search	NOUN
asir-31708	105	17	,	,	PUNCT
asir-31708	105	18	but	but	CCONJ
asir-31708	105	19	in	in	ADP
asir-31708	105	20	the	the	DET
asir-31708	105	21	later	later	ADJ
asir-31708	105	22	stages	stage	NOUN
asir-31708	105	23	of	of	ADP
asir-31708	105	24	the	the	DET
asir-31708	105	25	algorithm	algorithm	NOUN
asir-31708	105	26	,	,	PUNCT
asir-31708	105	27	due	due	ADP
asir-31708	105	28	to	to	ADP
asir-31708	105	29	the	the	DET
asir-31708	105	30	decrease	decrease	NOUN
asir-31708	105	31	in	in	ADP
asir-31708	105	32	particle	particle	NOUN
asir-31708	105	33	speed	speed	NOUN
asir-31708	105	34	,	,	PUNCT
asir-31708	105	35	this	this	DET
asir-31708	105	36	weight	weight	NOUN
asir-31708	105	37	control	control	NOUN
asir-31708	105	38	suppresses	suppress	VERB
asir-31708	105	39	particle	particle	NOUN
asir-31708	105	40	activity	activity	NOUN
asir-31708	105	41	and	and	CCONJ
asir-31708	105	42	makes	make	VERB
asir-31708	105	43	it	it	PRON
asir-31708	105	44	difficult	difficult	ADJ
asir-31708	105	45	to	to	PART
asir-31708	105	46	avoid	avoid	VERB
asir-31708	105	47	falling	fall	VERB
asir-31708	105	48	back	back	ADV
asir-31708	105	49	into	into	ADP
asir-31708	105	50	local	local	ADJ
asir-31708	105	51	optima	optima	NOUN
asir-31708	105	52	after	after	ADP
asir-31708	105	53	escaping	escape	VERB
asir-31708	105	54	.	.	PUNCT
asir-31708	106	1	the	the	DET
asir-31708	106	2	use	use	NOUN
asir-31708	106	3	of	of	ADP
asir-31708	106	4	decreasing	decrease	VERB
asir-31708	106	5	weight	weight	NOUN
asir-31708	106	6	can	can	AUX
asir-31708	106	7	improve	improve	VERB
asir-31708	106	8	the	the	DET
asir-31708	106	9	search	search	NOUN
asir-31708	106	10	efficiency	efficiency	NOUN
asir-31708	106	11	of	of	ADP
asir-31708	106	12	the	the	DET
asir-31708	106	13	algorithm	algorithm	NOUN
asir-31708	106	14	to	to	ADP
asir-31708	106	15	a	a	DET
asir-31708	106	16	certain	certain	ADJ
asir-31708	106	17	extent	extent	NOUN
asir-31708	106	18	,	,	PUNCT
asir-31708	106	19	but	but	CCONJ
asir-31708	106	20	the	the	DET
asir-31708	106	21	motion	motion	NOUN
asir-31708	106	22	of	of	ADP
asir-31708	106	23	particles	particle	NOUN
asir-31708	106	24	has	have	VERB
asir-31708	106	25	a	a	DET
asir-31708	106	26	certain	certain	ADJ
asir-31708	106	27	degree	degree	NOUN
asir-31708	106	28	of	of	ADP
asir-31708	106	29	randomness	randomness	NOUN
asir-31708	106	30	and	and	CCONJ
asir-31708	106	31	is	be	AUX
asir-31708	106	32	susceptible	susceptible	ADJ
asir-31708	106	33	to	to	ADP
asir-31708	106	34	the	the	DET
asir-31708	106	35	influence	influence	NOUN
asir-31708	106	36	of	of	ADP
asir-31708	106	37	previous	previous	ADJ
asir-31708	106	38	local	local	ADJ
asir-31708	106	39	optima	optima	NOUN
asir-31708	106	40	.	.	PUNCT
asir-31708	107	1	this	this	DET
asir-31708	107	2	strategy	strategy	NOUN
asir-31708	107	3	has	have	VERB
asir-31708	107	4	significant	significant	ADJ
asir-31708	107	5	hidden	hide	VERB
asir-31708	107	6	dangers	danger	NOUN
asir-31708	107	7	.	.	PUNCT
asir-31708	108	1	based	base	VERB
asir-31708	108	2	on	on	ADP
asir-31708	108	3	the	the	DET
asir-31708	108	4	above	above	ADJ
asir-31708	108	5	reasons	reason	NOUN
asir-31708	108	6	,	,	PUNCT
asir-31708	108	7	the	the	DET
asir-31708	108	8	article	article	NOUN
asir-31708	108	9	intends	intend	VERB
asir-31708	108	10	to	to	PART
asir-31708	108	11	further	far	ADV
asir-31708	108	12	improve	improve	VERB
asir-31708	108	13	the	the	DET
asir-31708	108	14	inertia	inertia	NOUN
asir-31708	108	15	weight	weight	NOUN
asir-31708	108	16	value	value	NOUN
asir-31708	108	17	by	by	ADP
asir-31708	108	18	using	use	VERB
asir-31708	108	19	an	an	DET
asir-31708	108	20	adaptive	adaptive	ADJ
asir-31708	108	21	weight	weight	NOUN
asir-31708	108	22	setting	set	VERB
asir-31708	108	23	strategy	strategy	NOUN
asir-31708	108	24	to	to	PART
asir-31708	108	25	enhance	enhance	VERB
asir-31708	108	26	both	both	PRON
asir-31708	108	27	global	global	ADJ
asir-31708	108	28	search	search	NOUN
asir-31708	108	29	ability	ability	NOUN
asir-31708	108	30	and	and	CCONJ
asir-31708	108	31	local	local	ADJ
asir-31708	108	32	search	search	NOUN
asir-31708	108	33	ability	ability	NOUN
asir-31708	108	34	to	to	PART
asir-31708	108	35	improve	improve	VERB
asir-31708	108	36	algorithm	algorithm	NOUN
asir-31708	108	37	performance	performance	NOUN
asir-31708	108	38	.	.	PUNCT
asir-31708	109	1	the	the	DET
asir-31708	109	2	relevant	relevant	ADJ
asir-31708	109	3	expression	expression	NOUN
asir-31708	109	4	is	be	AUX
asir-31708	109	5	as	as	SCONJ
asir-31708	109	6	follows	follow	VERB
asir-31708	109	7	:	:	PUNCT
asir-31708	109	8	1	1	NUM
asir-31708	109	9	1	1	NUM
asir-31708	109	10	0	0	NUM
asir-31708	109	11	1	1	NUM
asir-31708	109	12	0	0	NUM
asir-31708	109	13	0	0	NUM
asir-31708	109	14	1	1	NUM
asir-31708	109	15	0	0	NUM
asir-31708	109	16	(	(	PUNCT
asir-31708	109	17	)	)	PUNCT
asir-31708	109	18	(	(	PUNCT
asir-31708	109	19	)	)	PUNCT
asir-31708	109	20	'	'	PUNCT
asir-31708	110	1	cos	cos	ADP
asir-31708	110	2	i	i	PRON
asir-31708	110	3	i	i	VERB
asir-31708	110	4	i	i	VERB
asir-31708	110	5			X
asir-31708	110	6			X
asir-31708	110	7			X
asir-31708	110	8			X
asir-31708	110	9			X
asir-31708	110	10			X
asir-31708	110	11			ADP
asir-31708	110	12			NUM
asir-31708	110	13			PROPN
asir-31708	110	14			VERB
asir-31708	110	15			NOUN
asir-31708	110	16			NOUN
asir-31708	110	17			NUM
asir-31708	110	18			PRON
asir-31708	110	19			PROPN
asir-31708	110	20	(	(	PUNCT
asir-31708	110	21	11	11	NUM
asir-31708	110	22	)	)	PUNCT
asir-31708	110	23	among	among	ADP
asir-31708	110	24	them	they	PRON
asir-31708	110	25	,	,	PUNCT
asir-31708	110	26	'	'	PUNCT
asir-31708	110	27			NUM
asir-31708	110	28	is	be	AUX
asir-31708	110	29	the	the	DET
asir-31708	110	30	current	current	ADJ
asir-31708	110	31	inertia	inertia	NOUN
asir-31708	110	32	weight	weight	NOUN
asir-31708	110	33	value	value	NOUN
asir-31708	110	34	in	in	ADP
asir-31708	110	35	the	the	DET
asir-31708	110	36	iteration	iteration	NOUN
asir-31708	110	37	;	;	PUNCT
asir-31708	110	38	0	0	NUM
asir-31708	110	39	1	1	NUM
asir-31708	110	40			NOUN
asir-31708	110	41	、	、	NOUN
asir-31708	110	42	respectively	respectively	ADV
asir-31708	110	43	is	be	AUX
asir-31708	110	44	the	the	DET
asir-31708	110	45	minimum	minimum	ADJ
asir-31708	110	46	and	and	CCONJ
asir-31708	110	47	maximum	maximum	ADJ
asir-31708	110	48	weights	weight	NOUN
asir-31708	110	49	of	of	ADP
asir-31708	110	50	inertia	inertia	NOUN
asir-31708	110	51	,	,	PUNCT
asir-31708	110	52	and	and	CCONJ
asir-31708	110	53	0	0	NUM
asir-31708	110	54	1i	1i	NOUN
asir-31708	110	55	i	i	PRON
asir-31708	110	56	、	、	VERB
asir-31708	110	57	respectively	respectively	ADV
asir-31708	110	58	is	be	AUX
asir-31708	110	59	the	the	DET
asir-31708	110	60	current	current	ADJ
asir-31708	110	61	iteration	iteration	NOUN
asir-31708	110	62	number	number	NOUN
asir-31708	110	63	and	and	CCONJ
asir-31708	110	64	the	the	DET
asir-31708	110	65	maximum	maximum	ADJ
asir-31708	110	66	allowed	allow	VERB
asir-31708	110	67	iteration	iteration	NOUN
asir-31708	110	68	number	number	NOUN
asir-31708	110	69	.	.	PUNCT
asir-31708	111	1	3	3	X
asir-31708	111	2	.	.	NUM
asir-31708	111	3	improved	improve	VERB
asir-31708	111	4	particle	particle	NOUN
asir-31708	111	5	swarm	swarm	NOUN
asir-31708	111	6	optimization	optimization	NOUN
asir-31708	111	7	hybrid	hybrid	ADJ
asir-31708	111	8	algorithm	algorithm	NOUN
asir-31708	111	9	3.1	3.1	NUM
asir-31708	111	10	quantum	quantum	NOUN
asir-31708	111	11	particle	particle	NOUN
asir-31708	111	12	swarm	swarm	NOUN
asir-31708	111	13	quantum	quantum	NOUN
asir-31708	111	14	particle	particle	NOUN
asir-31708	111	15	swarm	swarm	NOUN
asir-31708	111	16	embodies	embody	VERB
asir-31708	111	17	the	the	DET
asir-31708	111	18	superposition	superposition	NOUN
asir-31708	111	19	state	state	NOUN
asir-31708	111	20	and	and	CCONJ
asir-31708	111	21	probability	probability	NOUN
asir-31708	111	22	expression	expression	NOUN
asir-31708	111	23	characteristics	characteristic	NOUN
asir-31708	111	24	in	in	ADP
asir-31708	111	25	quantum	quantum	ADJ
asir-31708	111	26	theory	theory	NOUN
asir-31708	111	27	(	(	PUNCT
asir-31708	111	28	ramesh	ramesh	PROPN
asir-31708	111	29	&	&	CCONJ
asir-31708	111	30	haider	haider	PROPN
asir-31708	111	31	,	,	PUNCT
asir-31708	111	32	2020	2020	NUM
asir-31708	111	33	)	)	PUNCT
asir-31708	111	34	.	.	PUNCT
asir-31708	112	1	the	the	DET
asir-31708	112	2	combined	combined	ADJ
asir-31708	112	3	effect	effect	NOUN
asir-31708	112	4	of	of	ADP
asir-31708	112	5	the	the	DET
asir-31708	112	6	two	two	NUM
asir-31708	112	7	can	can	AUX
asir-31708	112	8	make	make	VERB
asir-31708	112	9	particles	particle	NOUN
asir-31708	112	10	present	present	VERB
asir-31708	112	11	more	more	ADJ
asir-31708	112	12	states	state	NOUN
asir-31708	112	13	,	,	PUNCT
asir-31708	112	14	thereby	thereby	ADV
asir-31708	112	15	improving	improve	VERB
asir-31708	112	16	the	the	DET
asir-31708	112	17	diversity	diversity	NOUN
asir-31708	112	18	of	of	ADP
asir-31708	112	19	the	the	DET
asir-31708	112	20	population	population	NOUN
asir-31708	112	21	.	.	PUNCT
asir-31708	113	1	among	among	ADP
asir-31708	113	2	them	they	PRON
asir-31708	113	3	,	,	PUNCT
asir-31708	113	4	probability	probability	NOUN
asir-31708	113	5	expressions	expression	NOUN
asir-31708	113	6	can	can	AUX
asir-31708	113	7	express	express	VERB
asir-31708	113	8	particles	particle	NOUN
asir-31708	113	9	with	with	ADP
asir-31708	113	10	a	a	DET
asir-31708	113	11	certain	certain	ADJ
asir-31708	113	12	probability	probability	NOUN
asir-31708	113	13	.	.	PUNCT
asir-31708	114	1	this	this	DET
asir-31708	114	2	article	article	NOUN
asir-31708	114	3	sets	set	VERB
asir-31708	114	4	the	the	DET
asir-31708	114	5	two	two	NUM
asir-31708	114	6	fundamental	fundamental	ADJ
asir-31708	114	7	states	state	NOUN
asir-31708	114	8	^	^	PUNCT
asir-31708	114	9	0	0	PUNCT
asir-31708	115	1	and	and	CCONJ
asir-31708	115	2	^	^	SYM
asir-31708	115	3	1	1	NUM
asir-31708	115	4	of	of	ADP
asir-31708	115	5	particles	particle	NOUN
asir-31708	115	6	based	base	VERB
asir-31708	115	7	on	on	ADP
asir-31708	115	8	the	the	DET
asir-31708	115	9	probability	probability	NOUN
asir-31708	115	10	of	of	ADP
asir-31708	115	11	selection	selection	NOUN
asir-31708	115	12	.	.	PUNCT
asir-31708	116	1	in	in	ADP
asir-31708	116	2	quantum	quantum	ADJ
asir-31708	116	3	particle	particle	NOUN
asir-31708	116	4	swarm	swarm	NOUN
asir-31708	116	5	,	,	PUNCT
asir-31708	116	6	particle	particle	NOUN
asir-31708	116	7	quantization	quantization	NOUN
asir-31708	116	8	is	be	AUX
asir-31708	116	9	the	the	DET
asir-31708	116	10	representation	representation	NOUN
asir-31708	116	11	of	of	ADP
asir-31708	116	12	each	each	DET
asir-31708	116	13	bit	bit	NOUN
asir-31708	116	14	of	of	ADP
asir-31708	116	15	a	a	DET
asir-31708	116	16	particle	particle	NOUN
asir-31708	116	17	using	use	VERB
asir-31708	116	18	quantum	quantum	ADJ
asir-31708	116	19	bits	bit	NOUN
asir-31708	116	20	,	,	PUNCT
asir-31708	116	21	which	which	PRON
asir-31708	116	22	are	be	AUX
asir-31708	116	23	represented	represent	VERB
asir-31708	116	24	as	as	ADP
asir-31708	116	25	a	a	PRON
asir-31708	116	26	and	and	CCONJ
asir-31708	116	27	b.	b.	PROPN
asir-31708	117	1	at	at	ADP
asir-31708	117	2	the	the	DET
asir-31708	117	3	same	same	ADJ
asir-31708	117	4	time	time	NOUN
asir-31708	117	5	,	,	PUNCT
asir-31708	117	6	this	this	DET
asir-31708	117	7	state	state	NOUN
asir-31708	117	8	can	can	AUX
asir-31708	117	9	also	also	ADV
asir-31708	117	10	be	be	AUX
asir-31708	117	11	manifested	manifest	VERB
asir-31708	117	12	as	as	ADP
asir-31708	117	13	a	a	DET
asir-31708	117	14	mixed	mixed	ADJ
asir-31708	117	15	state	state	NOUN
asir-31708	117	16	,	,	PUNCT
asir-31708	117	17	which	which	PRON
asir-31708	117	18	is	be	AUX
asir-31708	117	19	a	a	DET
asir-31708	117	20	linear	linear	ADJ
asir-31708	117	21	combination	combination	NOUN
asir-31708	117	22	of	of	ADP
asir-31708	117	23	basic	basic	ADJ
asir-31708	117	24	states	state	NOUN
asir-31708	117	25	,	,	PUNCT
asir-31708	117	26	as	as	SCONJ
asir-31708	117	27	follows	follow	VERB
asir-31708	117	28	:	:	PUNCT
asir-31708	117	29	^	^	PUNCT
asir-31708	117	30	^	^	SYM
asir-31708	117	31	1	1	NUM
asir-31708	117	32	20	20	NUM
asir-31708	117	33	1	1	NUM
asir-31708	117	34			ADJ
asir-31708	117	35			PROPN
asir-31708	117	36			PROPN
asir-31708	117	37	(	(	PUNCT
asir-31708	117	38	12	12	NUM
asir-31708	117	39	)	)	PUNCT
asir-31708	117	40	among	among	ADP
asir-31708	117	41	them	they	PRON
asir-31708	117	42	,	,	PUNCT
asir-31708	117	43	1	1	NUM
asir-31708	117	44	2	2	NUM
asir-31708	117	45			X
asir-31708	117	46	、	、	NOUN
asir-31708	117	47	is	be	AUX
asir-31708	117	48	a	a	DET
asir-31708	117	49	complex	complex	ADJ
asir-31708	117	50	number	number	NOUN
asir-31708	117	51	,	,	PUNCT
asir-31708	117	52	that	that	ADV
asir-31708	117	53	is	is	ADV
asir-31708	117	54	,	,	PUNCT
asir-31708	117	55	when	when	SCONJ
asir-31708	117	56	the	the	DET
asir-31708	117	57	quantum	quantum	ADJ
asir-31708	117	58	state	state	NOUN
asir-31708	117	59	is	be	AUX
asir-31708	117	60	^	^	PUNCT
asir-31708	117	61	0	0	NUM
asir-31708	117	62	,	,	PUNCT
asir-31708	117	63	the	the	DET
asir-31708	117	64	probability	probability	NOUN
asir-31708	117	65	is	be	AUX
asir-31708	117	66	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31708	117	67	applied	apply	VERB
asir-31708	117	68	science	science	NOUN
asir-31708	117	69	and	and	CCONJ
asir-31708	117	70	innovative	innovative	ADJ
asir-31708	117	71	research	research	NOUN
asir-31708	117	72	vol	vol	NOUN
asir-31708	117	73	.	.	PUNCT
asir-31708	118	1	7	7	NUM
asir-31708	118	2	,	,	PUNCT
asir-31708	118	3	no	no	INTJ
asir-31708	118	4	.	.	NOUN
asir-31708	118	5	4	4	NUM
asir-31708	118	6	,	,	PUNCT
asir-31708	118	7	2023	2023	NUM
asir-31708	118	8	26	26	NUM
asir-31708	118	9	published	publish	VERB
asir-31708	118	10	by	by	ADP
asir-31708	118	11	scholink	scholink	PROPN
asir-31708	118	12	inc	inc	PROPN
asir-31708	118	13	.	.	PROPN
asir-31708	118	14	1|	1|	NUM
asir-31708	118	15			ADJ
asir-31708	118	16	2|	2|	NUM
asir-31708	118	17	;	;	PUNCT
asir-31708	118	18	when	when	SCONJ
asir-31708	118	19	the	the	DET
asir-31708	118	20	state	state	NOUN
asir-31708	118	21	is	be	AUX
asir-31708	118	22	^	^	PUNCT
asir-31708	118	23	1	1	NUM
asir-31708	118	24	,	,	PUNCT
asir-31708	118	25	the	the	DET
asir-31708	118	26	probability	probability	NOUN
asir-31708	118	27	is	be	AUX
asir-31708	118	28	2|	2|	PROPN
asir-31708	118	29			ADJ
asir-31708	118	30	2|	2|	NUM
asir-31708	118	31	.	.	PUNCT
asir-31708	119	1	the	the	DET
asir-31708	119	2	spatial	spatial	ADJ
asir-31708	119	3	expression	expression	NOUN
asir-31708	119	4	of	of	ADP
asir-31708	119	5	quantum	quantum	ADJ
asir-31708	119	6	states	state	NOUN
asir-31708	119	7	can	can	AUX
asir-31708	119	8	evolve	evolve	VERB
asir-31708	119	9	as	as	SCONJ
asir-31708	119	10	follows	follow	VERB
asir-31708	119	11	:	:	PUNCT
asir-31708	119	12	^	^	PUNCT
asir-31708	119	13	^	^	PUNCT
asir-31708	119	14	cos	cos	PROPN
asir-31708	119	15	0	0	PROPN
asir-31708	119	16	sin	sin	VERB
asir-31708	119	17	1	1	NUM
asir-31708	119	18			PROPN
asir-31708	119	19			PROPN
asir-31708	119	20			PUNCT
asir-31708	119	21	(	(	PUNCT
asir-31708	119	22	13	13	NUM
asir-31708	119	23	)	)	PUNCT
asir-31708	119	24	among	among	ADP
asir-31708	119	25	them	they	PRON
asir-31708	119	26	,	,	PUNCT
asir-31708	119	27			PROPN
asir-31708	119	28	is	be	AUX
asir-31708	119	29	the	the	DET
asir-31708	119	30	phase	phase	NOUN
asir-31708	119	31	of	of	ADP
asir-31708	119	32	the	the	DET
asir-31708	119	33	quantum	quantum	ADJ
asir-31708	119	34	state	state	NOUN
asir-31708	119	35	,	,	PUNCT
asir-31708	119	36	which	which	PRON
asir-31708	119	37	satisfies	satisfy	VERB
asir-31708	119	38	the	the	DET
asir-31708	119	39	equation	equation	NOUN
asir-31708	119	40	:	:	PUNCT
asir-31708	119	41	2	2	NUM
asir-31708	119	42	1	1	NUM
asir-31708	119	43	arctan	arctan	PROPN
asir-31708	119	44			ADJ
asir-31708	119	45			PROPN
asir-31708	119	46			X
asir-31708	119	47			PROPN
asir-31708	119	48	.	.	PUNCT
asir-31708	120	1	in	in	ADP
asir-31708	120	2	this	this	DET
asir-31708	120	3	way	way	NOUN
asir-31708	120	4	,	,	PUNCT
asir-31708	120	5	the	the	DET
asir-31708	120	6	quantized	quantize	VERB
asir-31708	120	7	particles	particle	NOUN
asir-31708	120	8	are	be	AUX
asir-31708	120	9	placed	place	VERB
asir-31708	120	10	in	in	ADP
asir-31708	120	11	a	a	DET
asir-31708	120	12	quantum	quantum	ADJ
asir-31708	120	13	space	space	NOUN
asir-31708	120	14	represented	represent	VERB
asir-31708	120	15	by	by	ADP
asir-31708	120	16	a	a	DET
asir-31708	120	17	wave	wave	NOUN
asir-31708	120	18	function	function	NOUN
asir-31708	120	19	,	,	PUNCT
asir-31708	120	20	where	where	SCONJ
asir-31708	120	21	they	they	PRON
asir-31708	120	22	can	can	AUX
asir-31708	120	23	freely	freely	ADV
asir-31708	120	24	search	search	VERB
asir-31708	120	25	for	for	ADP
asir-31708	120	26	the	the	DET
asir-31708	120	27	optimal	optimal	ADJ
asir-31708	120	28	solution	solution	NOUN
asir-31708	120	29	,	,	PUNCT
asir-31708	120	30	and	and	CCONJ
asir-31708	120	31	their	their	PRON
asir-31708	120	32	state	state	NOUN
asir-31708	120	33	is	be	AUX
asir-31708	120	34	not	not	PART
asir-31708	120	35	limited	limit	VERB
asir-31708	120	36	by	by	ADP
asir-31708	120	37	velocity	velocity	NOUN
asir-31708	120	38	and	and	CCONJ
asir-31708	120	39	position	position	NOUN
asir-31708	120	40	vectors	vector	NOUN
asir-31708	120	41	.	.	PUNCT
asir-31708	121	1	the	the	DET
asir-31708	121	2	corresponding	corresponding	ADJ
asir-31708	121	3	wave	wave	NOUN
asir-31708	121	4	function	function	NOUN
asir-31708	121	5	representing	represent	VERB
asir-31708	121	6	the	the	DET
asir-31708	121	7	particle	particle	NOUN
asir-31708	121	8	state	state	NOUN
asir-31708	121	9	is	be	AUX
asir-31708	121	10	as	as	SCONJ
asir-31708	121	11	follows	follow	VERB
asir-31708	121	12	:	:	PUNCT
asir-31708	121	13	1pl	1pl	NUM
asir-31708	121	14	dxdydz	dxdydz	NOUN
asir-31708	122	1			ADJ
asir-31708	122	2			NOUN
asir-31708	122	3			PROPN
asir-31708	122	4	(	(	PUNCT
asir-31708	122	5	14	14	NUM
asir-31708	122	6	)	)	PUNCT
asir-31708	122	7	the	the	DET
asir-31708	122	8	iterative	iterative	NOUN
asir-31708	122	9	formula	formula	NOUN
asir-31708	122	10	for	for	ADP
asir-31708	122	11	particles	particle	NOUN
asir-31708	122	12	obtained	obtain	VERB
asir-31708	122	13	by	by	ADP
asir-31708	122	14	converting	convert	VERB
asir-31708	122	15	quantum	quantum	ADJ
asir-31708	122	16	states	state	NOUN
asir-31708	122	17	using	use	VERB
asir-31708	122	18	monte	monte	PROPN
asir-31708	122	19	carlo	carlo	PROPN
asir-31708	122	20	algorithm	algorithm	PROPN
asir-31708	122	21	:	:	PUNCT
asir-31708	123	1	1	1	NUM
asir-31708	123	2	1	1	NUM
asir-31708	123	3	l	l	NOUN
asir-31708	123	4	mb	mb	NOUN
asir-31708	124	1	i	i	PRON
asir-31708	125	1	i	i	PRON
asir-31708	125	2	p	p	X
asir-31708	125	3	p	p	X
asir-31708	125	4	l	l	NOUN
asir-31708	125	5			NUM
asir-31708	125	6			NOUN
asir-31708	125	7			X
asir-31708	125	8	(	(	PUNCT
asir-31708	125	9	15	15	NUM
asir-31708	125	10	)	)	PUNCT
asir-31708	125	11	(	(	PUNCT
asir-31708	125	12	1	1	X
asir-31708	125	13	)	)	PUNCT
asir-31708	125	14	mk	mk	NOUN
asir-31708	125	15	ik	ik	X
asir-31708	125	16	gkp	gkp	VERB
asir-31708	125	17	p	p	PROPN
asir-31708	125	18	p	p	PROPN
asir-31708	125	19			PROPN
asir-31708	125	20			X
asir-31708	125	21			PROPN
asir-31708	125	22	(	(	PUNCT
asir-31708	125	23	16	16	NUM
asir-31708	125	24	)	)	SYM
asir-31708	125	25	1	1	NUM
asir-31708	125	26	(	(	PUNCT
asir-31708	125	27	1	1	X
asir-31708	125	28	)	)	PUNCT
asir-31708	125	29	|	|	ADV
asir-31708	125	30	(	(	PUNCT
asir-31708	125	31	)	)	PUNCT
asir-31708	125	32	|	|	ADV
asir-31708	125	33	lnp	lnp	PROPN
asir-31708	125	34	ik	ik	PROPN
asir-31708	125	35	mk	mk	PROPN
asir-31708	125	36	pl	pl	PROPN
asir-31708	125	37	t	t	PROPN
asir-31708	125	38	p	p	X
asir-31708	125	39	a	a	DET
asir-31708	125	40	p	p	NOUN
asir-31708	125	41	l	l	NOUN
asir-31708	125	42	t	t	NOUN
asir-31708	125	43			PROPN
asir-31708	125	44			PROPN
asir-31708	126	1			PROPN
asir-31708	126	2			NOUN
asir-31708	126	3	(	(	PUNCT
asir-31708	126	4	17	17	NUM
asir-31708	126	5	)	)	PUNCT
asir-31708	126	6	in	in	ADP
asir-31708	126	7	the	the	DET
asir-31708	126	8	above	above	ADJ
asir-31708	126	9	formula	formula	NOUN
asir-31708	126	10	,	,	PUNCT
asir-31708	126	11	ip	ip	PROPN
asir-31708	126	12	is	be	AUX
asir-31708	126	13	the	the	DET
asir-31708	126	14	current	current	ADJ
asir-31708	126	15	position	position	NOUN
asir-31708	126	16	of	of	ADP
asir-31708	126	17	the	the	DET
asir-31708	126	18	particle	particle	NOUN
asir-31708	126	19	,	,	PUNCT
asir-31708	126	20	gbp	gbp	NOUN
asir-31708	126	21	is	be	AUX
asir-31708	126	22	the	the	DET
asir-31708	126	23	global	global	ADJ
asir-31708	126	24	extreme	extreme	ADJ
asir-31708	126	25	value	value	NOUN
asir-31708	126	26	,	,	PUNCT
asir-31708	126	27	mbp	mbp	X
asir-31708	126	28	is	be	AUX
asir-31708	126	29	the	the	DET
asir-31708	126	30	median	median	NOUN
asir-31708	126	31	optimal	optimal	ADJ
asir-31708	126	32	,	,	PUNCT
asir-31708	126	33	l	l	NOUN
asir-31708	126	34	is	be	AUX
asir-31708	126	35	the	the	DET
asir-31708	126	36	number	number	NOUN
asir-31708	126	37	of	of	ADP
asir-31708	126	38	particles	particle	NOUN
asir-31708	126	39	,	,	PUNCT
asir-31708	126	40	mkp	mkp	PROPN
asir-31708	126	41	is	be	AUX
asir-31708	126	42	the	the	DET
asir-31708	126	43	random	random	ADJ
asir-31708	126	44	point	point	NOUN
asir-31708	126	45	between	between	ADP
asir-31708	126	46	ikp	ikp	ADJ
asir-31708	126	47	and	and	CCONJ
asir-31708	126	48	gkp	gkp	ADJ
asir-31708	126	49	,	,	PUNCT
asir-31708	126	50	a	a	PRON
asir-31708	126	51	is	be	AUX
asir-31708	126	52	the	the	DET
asir-31708	126	53	expansion	expansion	NOUN
asir-31708	126	54	and	and	CCONJ
asir-31708	126	55	contraction	contraction	NOUN
asir-31708	126	56	factor	factor	NOUN
asir-31708	126	57	,	,	PUNCT
asir-31708	126	58	and	and	CCONJ
asir-31708	126	59	is	be	AUX
asir-31708	126	60	a	a	DET
asir-31708	126	61	quantitative	quantitative	ADJ
asir-31708	126	62	index	index	NOUN
asir-31708	126	63	used	use	VERB
asir-31708	126	64	to	to	PART
asir-31708	126	65	control	control	VERB
asir-31708	126	66	the	the	DET
asir-31708	126	67	rate	rate	NOUN
asir-31708	126	68	of	of	ADP
asir-31708	126	69	convergence	convergence	NOUN
asir-31708	126	70	of	of	ADP
asir-31708	126	71	the	the	DET
asir-31708	126	72	algorithm	algorithm	NOUN
asir-31708	126	73	.	.	PUNCT
asir-31708	127	1	the	the	DET
asir-31708	127	2	random	random	ADJ
asir-31708	127	3	number	number	NOUN
asir-31708	127	4	between	between	ADP
asir-31708	127	5	(	(	PUNCT
asir-31708	127	6	0,1	0,1	NUM
asir-31708	127	7	)	)	PUNCT
asir-31708	127	8	is	be	AUX
asir-31708	127	9	taken	take	VERB
asir-31708	127	10	during	during	ADP
asir-31708	127	11	iteration	iteration	NOUN
asir-31708	127	12	.	.	PUNCT
asir-31708	128	1	if	if	SCONJ
asir-31708	128	2	0.5a	0.5a	PROPN
asir-31708	128	3			X
asir-31708	128	4	,	,	PUNCT
asir-31708	128	5	the	the	DET
asir-31708	128	6	positive	positive	ADJ
asir-31708	128	7	value	value	NOUN
asir-31708	128	8	is	be	AUX
asir-31708	128	9	taken	take	VERB
asir-31708	128	10	,	,	PUNCT
asir-31708	128	11	otherwise	otherwise	ADV
asir-31708	128	12	the	the	DET
asir-31708	128	13	negative	negative	ADJ
asir-31708	128	14	value	value	NOUN
asir-31708	128	15	is	be	AUX
asir-31708	128	16	taken	take	VERB
asir-31708	128	17	.	.	PUNCT
asir-31708	129	1	3.2	3.2	NUM
asir-31708	129	2	aggregation	aggregation	NOUN
asir-31708	129	3	disturbance	disturbance	NOUN
asir-31708	129	4	during	during	ADP
asir-31708	129	5	the	the	DET
asir-31708	129	6	iteration	iteration	NOUN
asir-31708	129	7	process	process	NOUN
asir-31708	129	8	,	,	PUNCT
asir-31708	129	9	due	due	ADP
asir-31708	129	10	to	to	ADP
asir-31708	129	11	the	the	DET
asir-31708	129	12	reduced	reduced	ADJ
asir-31708	129	13	speed	speed	NOUN
asir-31708	129	14	of	of	ADP
asir-31708	129	15	particles	particle	NOUN
asir-31708	129	16	in	in	ADP
asir-31708	129	17	the	the	DET
asir-31708	129	18	later	later	ADJ
asir-31708	129	19	stage	stage	NOUN
asir-31708	129	20	and	and	CCONJ
asir-31708	129	21	being	be	AUX
asir-31708	129	22	constrained	constrain	VERB
asir-31708	129	23	by	by	ADP
asir-31708	129	24	local	local	ADJ
asir-31708	129	25	optima	optima	NOUN
asir-31708	129	26	,	,	PUNCT
asir-31708	129	27	the	the	DET
asir-31708	129	28	accuracy	accuracy	NOUN
asir-31708	129	29	and	and	CCONJ
asir-31708	129	30	convergence	convergence	NOUN
asir-31708	129	31	ability	ability	NOUN
asir-31708	129	32	of	of	ADP
asir-31708	129	33	the	the	DET
asir-31708	129	34	algorithm	algorithm	NOUN
asir-31708	129	35	will	will	AUX
asir-31708	129	36	significantly	significantly	ADV
asir-31708	129	37	decrease	decrease	VERB
asir-31708	129	38	when	when	SCONJ
asir-31708	129	39	a	a	DET
asir-31708	129	40	certain	certain	ADJ
asir-31708	129	41	local	local	ADJ
asir-31708	129	42	area	area	NOUN
asir-31708	129	43	is	be	AUX
asir-31708	129	44	too	too	ADV
asir-31708	129	45	clustered	clustered	ADJ
asir-31708	129	46	,	,	PUNCT
asir-31708	129	47	making	make	VERB
asir-31708	129	48	it	it	PRON
asir-31708	129	49	easy	easy	ADJ
asir-31708	129	50	to	to	PART
asir-31708	129	51	obtain	obtain	VERB
asir-31708	129	52	local	local	ADJ
asir-31708	129	53	extremum	extremum	ADJ
asir-31708	129	54	(	(	PUNCT
asir-31708	129	55	yang	yang	PROPN
asir-31708	129	56	,	,	PUNCT
asir-31708	129	57	2022	2022	NUM
asir-31708	129	58	)	)	PUNCT
asir-31708	129	59	.	.	PUNCT
asir-31708	130	1	therefore	therefore	ADV
asir-31708	130	2	,	,	PUNCT
asir-31708	130	3	a	a	DET
asir-31708	130	4	concept	concept	NOUN
asir-31708	130	5	of	of	ADP
asir-31708	130	6	particle	particle	NOUN
asir-31708	130	7	aggregation	aggregation	NOUN
asir-31708	130	8	perturbation	perturbation	NOUN
asir-31708	130	9	is	be	AUX
asir-31708	130	10	proposed	propose	VERB
asir-31708	130	11	in	in	ADP
asir-31708	130	12	the	the	DET
asir-31708	130	13	article	article	NOUN
asir-31708	130	14	to	to	PART
asir-31708	130	15	regulate	regulate	VERB
asir-31708	130	16	the	the	DET
asir-31708	130	17	phenomenon	phenomenon	NOUN
asir-31708	130	18	of	of	ADP
asir-31708	130	19	local	local	ADJ
asir-31708	130	20	particles	particle	NOUN
asir-31708	130	21	being	be	AUX
asir-31708	130	22	too	too	ADV
asir-31708	130	23	clustered	clustered	ADJ
asir-31708	130	24	.	.	PUNCT
asir-31708	131	1	during	during	ADP
asir-31708	131	2	iteration	iteration	NOUN
asir-31708	131	3	,	,	PUNCT
asir-31708	131	4	particle	particle	NOUN
asir-31708	131	5	perturbation	perturbation	NOUN
asir-31708	131	6	is	be	AUX
asir-31708	131	7	performed	perform	VERB
asir-31708	131	8	in	in	ADP
asir-31708	131	9	areas	area	NOUN
asir-31708	131	10	with	with	ADP
asir-31708	131	11	high	high	ADJ
asir-31708	131	12	crowding	crowding	NOUN
asir-31708	131	13	,	,	PUNCT
asir-31708	131	14	increasing	increase	VERB
asir-31708	131	15	the	the	DET
asir-31708	131	16	activity	activity	NOUN
asir-31708	131	17	of	of	ADP
asir-31708	131	18	particles	particle	NOUN
asir-31708	131	19	and	and	CCONJ
asir-31708	131	20	breaking	break	VERB
asir-31708	131	21	free	free	ADJ
asir-31708	131	22	from	from	ADP
asir-31708	131	23	the	the	DET
asir-31708	131	24	constraints	constraint	NOUN
asir-31708	131	25	of	of	ADP
asir-31708	131	26	local	local	ADJ
asir-31708	131	27	optima	optima	NOUN
asir-31708	131	28	.	.	PUNCT
asir-31708	132	1	set	set	VERB
asir-31708	132	2	a	a	DET
asir-31708	132	3	disturbance	disturbance	NOUN
asir-31708	132	4	factor	factor	NOUN
asir-31708	132	5	in	in	ADP
asir-31708	132	6	the	the	DET
asir-31708	132	7	text	text	NOUN
asir-31708	132	8	,	,	PUNCT
asir-31708	132	9	and	and	CCONJ
asir-31708	132	10	the	the	DET
asir-31708	132	11	value	value	NOUN
asir-31708	132	12	of	of	ADP
asir-31708	132	13	this	this	DET
asir-31708	132	14	factor	factor	NOUN
asir-31708	132	15	should	should	AUX
asir-31708	132	16	not	not	PART
asir-31708	132	17	be	be	AUX
asir-31708	132	18	in	in	ADP
asir-31708	132	19	static	static	ADJ
asir-31708	132	20	mode	mode	NOUN
asir-31708	132	21	.	.	PUNCT
asir-31708	133	1	when	when	SCONJ
asir-31708	133	2	the	the	DET
asir-31708	133	3	weight	weight	NOUN
asir-31708	133	4	value	value	NOUN
asir-31708	133	5	is	be	AUX
asir-31708	133	6	small	small	ADJ
asir-31708	133	7	,	,	PUNCT
asir-31708	133	8	it	it	PRON
asir-31708	133	9	is	be	AUX
asir-31708	133	10	beneficial	beneficial	ADJ
asir-31708	133	11	for	for	ADP
asir-31708	133	12	particles	particle	NOUN
asir-31708	133	13	to	to	PART
asir-31708	133	14	escape	escape	VERB
asir-31708	133	15	from	from	ADP
asir-31708	133	16	the	the	DET
asir-31708	133	17	aggregation	aggregation	NOUN
asir-31708	133	18	region	region	NOUN
asir-31708	133	19	,	,	PUNCT
asir-31708	133	20	and	and	CCONJ
asir-31708	133	21	the	the	DET
asir-31708	133	22	search	search	NOUN
asir-31708	133	23	ability	ability	NOUN
asir-31708	133	24	increases	increase	NOUN
asir-31708	133	25	while	while	SCONJ
asir-31708	133	26	the	the	DET
asir-31708	133	27	convergence	convergence	NOUN
asir-31708	133	28	ability	ability	NOUN
asir-31708	133	29	decreases	decrease	VERB
asir-31708	133	30	;	;	PUNCT
asir-31708	133	31	when	when	SCONJ
asir-31708	133	32	the	the	DET
asir-31708	133	33	weight	weight	NOUN
asir-31708	133	34	value	value	NOUN
asir-31708	133	35	is	be	AUX
asir-31708	133	36	large	large	ADJ
asir-31708	133	37	,	,	PUNCT
asir-31708	133	38	the	the	DET
asir-31708	133	39	particle	particle	NOUN
asir-31708	133	40	activity	activity	NOUN
asir-31708	133	41	increases	increase	NOUN
asir-31708	133	42	,	,	PUNCT
asir-31708	133	43	the	the	DET
asir-31708	133	44	rate	rate	NOUN
asir-31708	133	45	of	of	ADP
asir-31708	133	46	convergence	convergence	NOUN
asir-31708	133	47	is	be	AUX
asir-31708	133	48	accelerated	accelerate	VERB
asir-31708	133	49	,	,	PUNCT
asir-31708	133	50	and	and	CCONJ
asir-31708	133	51	it	it	PRON
asir-31708	133	52	is	be	AUX
asir-31708	133	53	easy	easy	ADJ
asir-31708	133	54	to	to	PART
asir-31708	133	55	quickly	quickly	ADV
asir-31708	133	56	approach	approach	VERB
asir-31708	133	57	the	the	DET
asir-31708	133	58	local	local	ADJ
asir-31708	133	59	extreme	extreme	ADJ
asir-31708	133	60	value	value	NOUN
asir-31708	133	61	and	and	CCONJ
asir-31708	133	62	fall	fall	VERB
asir-31708	133	63	into	into	ADP
asir-31708	133	64	the	the	DET
asir-31708	133	65	local	local	ADJ
asir-31708	133	66	optimum	optimum	NOUN
asir-31708	133	67	.	.	PUNCT
asir-31708	134	1	therefore	therefore	ADV
asir-31708	134	2	,	,	PUNCT
asir-31708	134	3	this	this	DET
asir-31708	134	4	factor	factor	NOUN
asir-31708	134	5	needs	need	VERB
asir-31708	134	6	to	to	PART
asir-31708	134	7	be	be	AUX
asir-31708	134	8	dynamic	dynamic	ADJ
asir-31708	134	9	,	,	PUNCT
asir-31708	134	10	and	and	CCONJ
asir-31708	134	11	the	the	DET
asir-31708	134	12	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31708	134	13	applied	apply	VERB
asir-31708	134	14	science	science	NOUN
asir-31708	134	15	and	and	CCONJ
asir-31708	134	16	innovative	innovative	ADJ
asir-31708	134	17	research	research	NOUN
asir-31708	134	18	vol	vol	NOUN
asir-31708	134	19	.	.	PUNCT
asir-31708	135	1	7	7	NUM
asir-31708	135	2	,	,	PUNCT
asir-31708	135	3	no	no	INTJ
asir-31708	135	4	.	.	NOUN
asir-31708	135	5	4	4	NUM
asir-31708	135	6	,	,	PUNCT
asir-31708	135	7	2023	2023	NUM
asir-31708	135	8	27	27	NUM
asir-31708	135	9	published	publish	VERB
asir-31708	135	10	by	by	ADP
asir-31708	135	11	scholink	scholink	PROPN
asir-31708	135	12	inc	inc	PROPN
asir-31708	135	13	.	.	PROPN
asir-31708	135	14	relevant	relevant	ADJ
asir-31708	135	15	expression	expression	NOUN
asir-31708	135	16	is	be	AUX
asir-31708	135	17	as	as	SCONJ
asir-31708	135	18	follows	follow	VERB
asir-31708	135	19	:	:	PUNCT
asir-31708	135	20	0	0	NUM
asir-31708	135	21	0	0	NUM
asir-31708	135	22	2	2	NUM
asir-31708	135	23	1	1	NUM
asir-31708	135	24	1	1	NUM
asir-31708	135	25	1	1	NUM
asir-31708	135	26	1	1	NUM
asir-31708	135	27	log	log	NOUN
asir-31708	135	28	(	(	PUNCT
asir-31708	135	29	1	1	NUM
asir-31708	135	30	)	)	PUNCT
asir-31708	135	31	                         	                         	SPACE
asir-31708	135	32	i	i	PRON
asir-31708	135	33	i	i	VERB
asir-31708	135	34			VERB
asir-31708	135	35			NUM
asir-31708	135	36			NUM
asir-31708	135	37			NUM
asir-31708	135	38			NUM
asir-31708	135	39			NUM
asir-31708	135	40			ADV
asir-31708	135	41			ADP
asir-31708	135	42			PROPN
asir-31708	135	43			PUNCT
asir-31708	135	44			ADP
asir-31708	135	45			PROPN
asir-31708	135	46			NUM
asir-31708	135	47			NUM
asir-31708	135	48			NUM
asir-31708	135	49			PROPN
asir-31708	135	50	(	(	PUNCT
asir-31708	135	51	18	18	NUM
asir-31708	135	52	)	)	PUNCT
asir-31708	135	53	among	among	ADP
asir-31708	135	54	them	they	PRON
asir-31708	135	55	,	,	PUNCT
asir-31708	135	56			NUM
asir-31708	135	57	is	be	AUX
asir-31708	135	58	the	the	DET
asir-31708	135	59	disturbance	disturbance	NOUN
asir-31708	135	60	factor	factor	NOUN
asir-31708	135	61	,	,	PUNCT
asir-31708	135	62	0	0	NUM
asir-31708	135	63	is	be	AUX
asir-31708	135	64	the	the	DET
asir-31708	135	65	current	current	ADJ
asir-31708	135	66	disturbance	disturbance	NOUN
asir-31708	135	67	factor	factor	NOUN
asir-31708	135	68	value	value	NOUN
asir-31708	135	69	,	,	PUNCT
asir-31708	135	70	and	and	CCONJ
asir-31708	135	71	1	1	NUM
asir-31708	135	72	is	be	AUX
asir-31708	135	73	the	the	DET
asir-31708	135	74	maximum	maximum	ADJ
asir-31708	135	75	disturbance	disturbance	NOUN
asir-31708	135	76	factor	factor	NOUN
asir-31708	135	77	value	value	NOUN
asir-31708	135	78	.	.	PUNCT
asir-31708	136	1	during	during	ADP
asir-31708	136	2	the	the	DET
asir-31708	136	3	algorithm	algorithm	NOUN
asir-31708	136	4	iteration	iteration	NOUN
asir-31708	136	5	process	process	NOUN
asir-31708	136	6	,	,	PUNCT
asir-31708	136	7	the	the	DET
asir-31708	136	8	perturbation	perturbation	NOUN
asir-31708	136	9	factor	factor	NOUN
asir-31708	136	10	value	value	NOUN
asir-31708	136	11	gradually	gradually	ADV
asir-31708	136	12	increases	increase	VERB
asir-31708	136	13	.	.	PUNCT
asir-31708	137	1	when	when	SCONJ
asir-31708	137	2	the	the	DET
asir-31708	137	3	aggregation	aggregation	NOUN
asir-31708	137	4	degree	degree	NOUN
asir-31708	137	5	of	of	ADP
asir-31708	137	6	particles	particle	NOUN
asir-31708	137	7	in	in	ADP
asir-31708	137	8	a	a	DET
asir-31708	137	9	certain	certain	ADJ
asir-31708	137	10	area	area	NOUN
asir-31708	137	11	reaches	reach	VERB
asir-31708	137	12	the	the	DET
asir-31708	137	13	threshold	threshold	NOUN
asir-31708	137	14	,	,	PUNCT
asir-31708	137	15	the	the	DET
asir-31708	137	16	perturbation	perturbation	NOUN
asir-31708	137	17	factor	factor	NOUN
asir-31708	137	18	takes	take	VERB
asir-31708	137	19	effect	effect	NOUN
asir-31708	137	20	,	,	PUNCT
asir-31708	137	21	and	and	CCONJ
asir-31708	137	22	particles	particle	NOUN
asir-31708	137	23	move	move	VERB
asir-31708	137	24	within	within	ADP
asir-31708	137	25	that	that	DET
asir-31708	137	26	area	area	NOUN
asir-31708	137	27	.	.	PUNCT
asir-31708	138	1	at	at	ADP
asir-31708	138	2	this	this	DET
asir-31708	138	3	time	time	NOUN
asir-31708	138	4	,	,	PUNCT
asir-31708	138	5	the	the	DET
asir-31708	138	6	particle	particle	NOUN
asir-31708	138	7	position	position	NOUN
asir-31708	138	8	needs	need	VERB
asir-31708	138	9	to	to	PART
asir-31708	138	10	be	be	AUX
asir-31708	138	11	recalculated	recalculate	VERB
asir-31708	138	12	,	,	PUNCT
asir-31708	138	13	and	and	CCONJ
asir-31708	138	14	the	the	DET
asir-31708	138	15	relevant	relevant	ADJ
asir-31708	138	16	expression	expression	NOUN
asir-31708	138	17	is	be	AUX
asir-31708	138	18	as	as	SCONJ
asir-31708	138	19	follows	follow	VERB
asir-31708	138	20	:	:	PUNCT
asir-31708	138	21	'	'	PUNCT
asir-31708	139	1	i	i	PRON
asir-31708	139	2	ix	ix	INTJ
asir-31708	139	3	r	r	NOUN
asir-31708	139	4	rnd	rnd	PROPN
asir-31708	139	5	x	x	PROPN
asir-31708	140	1			PROPN
asir-31708	140	2			PROPN
asir-31708	140	3			PUNCT
asir-31708	140	4	(	(	PUNCT
asir-31708	140	5	19	19	NUM
asir-31708	140	6	)	)	PUNCT
asir-31708	140	7	among	among	ADP
asir-31708	140	8	them	they	PRON
asir-31708	140	9	,	,	PUNCT
asir-31708	140	10	r	r	NOUN
asir-31708	140	11	is	be	AUX
asir-31708	140	12	the	the	DET
asir-31708	140	13	activity	activity	NOUN
asir-31708	140	14	radius	radius	NOUN
asir-31708	140	15	of	of	ADP
asir-31708	140	16	particle	particle	NOUN
asir-31708	140	17	ix	ix	ADV
asir-31708	140	18	,	,	PUNCT
asir-31708	140	19	[	[	PUNCT
asir-31708	140	20	1,1]rnd	1,1]rnd	NUM
asir-31708	140	21			PROPN
asir-31708	140	22			NOUN
asir-31708	140	23	,	,	PUNCT
asir-31708	140	24	and	and	CCONJ
asir-31708	140	25			NUM
asir-31708	140	26	is	be	AUX
asir-31708	140	27	the	the	DET
asir-31708	140	28	disturbance	disturbance	NOUN
asir-31708	140	29	factor	factor	NOUN
asir-31708	140	30	.	.	PUNCT
asir-31708	141	1	3.3	3.3	NUM
asir-31708	141	2	algorithm	algorithm	NOUN
asir-31708	141	3	analysis	analysis	NOUN
asir-31708	141	4	introducing	introduce	VERB
asir-31708	141	5	the	the	DET
asir-31708	141	6	k	k	NOUN
asir-31708	141	7	-	-	PUNCT
asir-31708	141	8	means	means	NOUN
asir-31708	141	9	algorithm	algorithm	NOUN
asir-31708	141	10	into	into	ADP
asir-31708	141	11	the	the	DET
asir-31708	141	12	pso	pso	NOUN
asir-31708	141	13	algorithm	algorithm	NOUN
asir-31708	141	14	,	,	PUNCT
asir-31708	141	15	the	the	DET
asir-31708	141	16	basic	basic	ADJ
asir-31708	141	17	idea	idea	NOUN
asir-31708	141	18	is	be	AUX
asir-31708	141	19	to	to	PART
asir-31708	141	20	use	use	VERB
asir-31708	141	21	the	the	DET
asir-31708	141	22	k	k	NOUN
asir-31708	141	23	-	-	PUNCT
asir-31708	141	24	means	means	NOUN
asir-31708	141	25	algorithm	algorithm	NOUN
asir-31708	141	26	to	to	PART
asir-31708	141	27	calculate	calculate	VERB
asir-31708	141	28	the	the	DET
asir-31708	141	29	clustering	clustering	ADJ
asir-31708	141	30	centers	center	NOUN
asir-31708	141	31	of	of	ADP
asir-31708	141	32	each	each	DET
asir-31708	141	33	generation	generation	NOUN
asir-31708	141	34	of	of	ADP
asir-31708	141	35	particles	particle	NOUN
asir-31708	141	36	to	to	PART
asir-31708	141	37	form	form	VERB
asir-31708	141	38	a	a	DET
asir-31708	141	39	new	new	ADJ
asir-31708	141	40	particle	particle	NOUN
asir-31708	141	41	swarm	swarm	NOUN
asir-31708	141	42	and	and	CCONJ
asir-31708	141	43	obtain	obtain	VERB
asir-31708	141	44	global	global	ADJ
asir-31708	141	45	extremum	extremum	ADJ
asir-31708	141	46	until	until	SCONJ
asir-31708	141	47	the	the	DET
asir-31708	141	48	algorithm	algorithm	NOUN
asir-31708	141	49	reaches	reach	VERB
asir-31708	141	50	the	the	DET
asir-31708	141	51	termination	termination	NOUN
asir-31708	141	52	condition	condition	NOUN
asir-31708	141	53	.	.	PUNCT
asir-31708	142	1	this	this	PRON
asir-31708	142	2	can	can	AUX
asir-31708	142	3	effectively	effectively	ADV
asir-31708	142	4	increase	increase	VERB
asir-31708	142	5	the	the	DET
asir-31708	142	6	activity	activity	NOUN
asir-31708	142	7	of	of	ADP
asir-31708	142	8	particles	particle	NOUN
asir-31708	142	9	and	and	CCONJ
asir-31708	142	10	avoid	avoid	VERB
asir-31708	142	11	falling	fall	VERB
asir-31708	142	12	into	into	ADP
asir-31708	142	13	local	local	ADJ
asir-31708	142	14	optima	optima	NOUN
asir-31708	142	15	.	.	PUNCT
asir-31708	143	1	at	at	ADP
asir-31708	143	2	the	the	DET
asir-31708	143	3	same	same	ADJ
asir-31708	143	4	time	time	NOUN
asir-31708	143	5	,	,	PUNCT
asir-31708	143	6	the	the	DET
asir-31708	143	7	introduction	introduction	NOUN
asir-31708	143	8	of	of	ADP
asir-31708	143	9	k	k	NOUN
asir-31708	143	10	-	-	PUNCT
asir-31708	143	11	means	means	NOUN
asir-31708	143	12	algorithm	algorithm	NOUN
asir-31708	143	13	improves	improve	VERB
asir-31708	143	14	the	the	DET
asir-31708	143	15	overall	overall	ADJ
asir-31708	143	16	convergence	convergence	NOUN
asir-31708	143	17	of	of	ADP
asir-31708	143	18	the	the	DET
asir-31708	143	19	algorithm	algorithm	NOUN
asir-31708	143	20	for	for	ADP
asir-31708	143	21	fast	fast	ADJ
asir-31708	143	22	convergence	convergence	NOUN
asir-31708	143	23	.	.	PUNCT
asir-31708	144	1	the	the	DET
asir-31708	144	2	specific	specific	ADJ
asir-31708	144	3	steps	step	NOUN
asir-31708	144	4	are	be	AUX
asir-31708	144	5	as	as	SCONJ
asir-31708	144	6	follows	follow	VERB
asir-31708	144	7	:	:	PUNCT
asir-31708	144	8	step	step	NOUN
asir-31708	144	9	1	1	NUM
asir-31708	144	10	:	:	PUNCT
asir-31708	144	11	initialize	initialize	VERB
asir-31708	144	12	the	the	DET
asir-31708	144	13	particle	particle	NOUN
asir-31708	144	14	swarm	swarm	NOUN
asir-31708	144	15	,	,	PUNCT
asir-31708	144	16	set	set	VERB
asir-31708	144	17	the	the	DET
asir-31708	144	18	total	total	ADJ
asir-31708	144	19	number	number	NOUN
asir-31708	144	20	of	of	ADP
asir-31708	144	21	particles	particle	NOUN
asir-31708	144	22	to	to	ADP
asir-31708	144	23	n	n	CCONJ
asir-31708	144	24	,	,	PUNCT
asir-31708	144	25	and	and	CCONJ
asir-31708	144	26	randomly	randomly	ADV
asir-31708	144	27	select	select	ADJ
asir-31708	144	28	k	k	PROPN
asir-31708	144	29	particles	particle	NOUN
asir-31708	144	30	as	as	ADP
asir-31708	144	31	the	the	DET
asir-31708	144	32	clustering	clustering	ADJ
asir-31708	144	33	center	center	NOUN
asir-31708	144	34	,	,	PUNCT
asir-31708	144	35	where	where	SCONJ
asir-31708	144	36	k	k	X
asir-31708	144	37	<	<	X
asir-31708	144	38	n	n	CCONJ
asir-31708	144	39	,	,	PUNCT
asir-31708	144	40	set	set	VERB
asir-31708	144	41	the	the	DET
asir-31708	144	42	initial	initial	ADJ
asir-31708	144	43	position	position	NOUN
asir-31708	144	44	and	and	CCONJ
asir-31708	144	45	velocity	velocity	NOUN
asir-31708	144	46	of	of	ADP
asir-31708	144	47	the	the	DET
asir-31708	144	48	particles	particle	NOUN
asir-31708	144	49	and	and	CCONJ
asir-31708	144	50	other	other	ADJ
asir-31708	144	51	attributes	attribute	NOUN
asir-31708	144	52	;	;	PUNCT
asir-31708	144	53	step	step	NOUN
asir-31708	144	54	2	2	NUM
asir-31708	144	55	:	:	PUNCT
asir-31708	144	56	divide	divide	VERB
asir-31708	144	57	the	the	DET
asir-31708	144	58	population	population	NOUN
asir-31708	144	59	,	,	PUNCT
asir-31708	144	60	calculate	calculate	VERB
asir-31708	144	61	fitness	fitness	NOUN
asir-31708	144	62	values	value	NOUN
asir-31708	144	63	,	,	PUNCT
asir-31708	144	64	calculate	calculate	VERB
asir-31708	144	65	local	local	ADJ
asir-31708	144	66	and	and	CCONJ
asir-31708	144	67	global	global	ADJ
asir-31708	144	68	optimal	optimal	ADJ
asir-31708	144	69	values	value	NOUN
asir-31708	144	70	based	base	VERB
asir-31708	144	71	on	on	ADP
asir-31708	144	72	their	their	PRON
asir-31708	144	73	values	value	NOUN
asir-31708	144	74	,	,	PUNCT
asir-31708	144	75	and	and	CCONJ
asir-31708	144	76	recalculate	recalculate	VERB
asir-31708	144	77	the	the	DET
asir-31708	144	78	position	position	NOUN
asir-31708	144	79	and	and	CCONJ
asir-31708	144	80	velocity	velocity	NOUN
asir-31708	144	81	of	of	ADP
asir-31708	144	82	particles	particle	NOUN
asir-31708	144	83	;	;	PUNCT
asir-31708	144	84	step	step	NOUN
asir-31708	144	85	3	3	NUM
asir-31708	144	86	:	:	PUNCT
asir-31708	144	87	determine	determine	VERB
asir-31708	144	88	whether	whether	SCONJ
asir-31708	144	89	the	the	DET
asir-31708	144	90	current	current	ADJ
asir-31708	144	91	particle	particle	NOUN
asir-31708	144	92	is	be	AUX
asir-31708	144	93	trapped	trap	VERB
asir-31708	144	94	in	in	ADP
asir-31708	144	95	a	a	DET
asir-31708	144	96	local	local	ADJ
asir-31708	144	97	optimum	optimum	NOUN
asir-31708	144	98	and	and	CCONJ
asir-31708	144	99	disturbance	disturbance	NOUN
asir-31708	144	100	it	it	PRON
asir-31708	144	101	;	;	PUNCT
asir-31708	144	102	step	step	VERB
asir-31708	144	103	4	4	NUM
asir-31708	144	104	:	:	PUNCT
asir-31708	144	105	integrate	integrate	VERB
asir-31708	144	106	the	the	DET
asir-31708	144	107	k	k	NOUN
asir-31708	144	108	-	-	PUNCT
asir-31708	144	109	means	means	NOUN
asir-31708	144	110	algorithm	algorithm	NOUN
asir-31708	144	111	,	,	PUNCT
asir-31708	144	112	optimize	optimize	VERB
asir-31708	144	113	the	the	DET
asir-31708	144	114	newly	newly	ADV
asir-31708	144	115	generated	generate	VERB
asir-31708	144	116	particles	particle	NOUN
asir-31708	144	117	,	,	PUNCT
asir-31708	144	118	recalculate	recalculate	VERB
asir-31708	144	119	the	the	DET
asir-31708	144	120	cluster	cluster	NOUN
asir-31708	144	121	center	center	NOUN
asir-31708	144	122	of	of	ADP
asir-31708	144	123	the	the	DET
asir-31708	144	124	population	population	NOUN
asir-31708	144	125	and	and	CCONJ
asir-31708	144	126	the	the	DET
asir-31708	144	127	fitness	fitness	NOUN
asir-31708	144	128	value	value	NOUN
asir-31708	144	129	;	;	PUNCT
asir-31708	144	130	step	step	NOUN
asir-31708	144	131	5	5	NUM
asir-31708	144	132	:	:	PUNCT
asir-31708	144	133	repeat	repeat	VERB
asir-31708	144	134	steps	step	NOUN
asir-31708	144	135	2	2	NUM
asir-31708	144	136	,	,	PUNCT
asir-31708	144	137	3	3	NUM
asir-31708	144	138	,	,	PUNCT
asir-31708	144	139	and	and	CCONJ
asir-31708	144	140	4	4	NUM
asir-31708	144	141	to	to	PART
asir-31708	144	142	determine	determine	VERB
asir-31708	144	143	whether	whether	SCONJ
asir-31708	144	144	the	the	DET
asir-31708	144	145	iteration	iteration	NOUN
asir-31708	144	146	meets	meet	VERB
asir-31708	144	147	the	the	DET
asir-31708	144	148	termination	termination	NOUN
asir-31708	144	149	condition	condition	NOUN
asir-31708	144	150	and	and	CCONJ
asir-31708	144	151	obtain	obtain	VERB
asir-31708	144	152	the	the	DET
asir-31708	144	153	global	global	ADJ
asir-31708	144	154	optimal	optimal	ADJ
asir-31708	144	155	solution	solution	NOUN
asir-31708	144	156	;	;	PUNCT
asir-31708	144	157	otherwise	otherwise	ADV
asir-31708	144	158	,	,	PUNCT
asir-31708	144	159	skip	skip	VERB
asir-31708	144	160	to	to	PART
asir-31708	144	161	step	step	VERB
asir-31708	144	162	2	2	NUM
asir-31708	144	163	and	and	CCONJ
asir-31708	144	164	continue	continue	VERB
asir-31708	144	165	iteration	iteration	NOUN
asir-31708	144	166	.	.	PUNCT
asir-31708	145	1	4	4	X
asir-31708	145	2	.	.	X
asir-31708	145	3	experimental	experimental	ADJ
asir-31708	145	4	analysis	analysis	NOUN
asir-31708	145	5	three	three	NUM
asir-31708	145	6	experimental	experimental	ADJ
asir-31708	145	7	tests	test	NOUN
asir-31708	145	8	were	be	AUX
asir-31708	145	9	conducted	conduct	VERB
asir-31708	145	10	on	on	ADP
asir-31708	145	11	the	the	DET
asir-31708	145	12	algorithm	algorithm	NOUN
asir-31708	145	13	studied	study	VERB
asir-31708	145	14	in	in	ADP
asir-31708	145	15	the	the	DET
asir-31708	145	16	article	article	NOUN
asir-31708	145	17	:	:	PUNCT
asir-31708	145	18	clustering	clustering	ADJ
asir-31708	145	19	performance	performance	NOUN
asir-31708	145	20	,	,	PUNCT
asir-31708	145	21	convergence	convergence	NOUN
asir-31708	145	22	ability	ability	NOUN
asir-31708	145	23	,	,	PUNCT
asir-31708	145	24	and	and	CCONJ
asir-31708	145	25	accuracy	accuracy	NOUN
asir-31708	145	26	.	.	PUNCT
asir-31708	146	1	three	three	NUM
asir-31708	146	2	algorithms	algorithm	NOUN
asir-31708	146	3	are	be	AUX
asir-31708	146	4	proposed	propose	VERB
asir-31708	146	5	for	for	ADP
asir-31708	146	6	comparison	comparison	NOUN
asir-31708	146	7	:	:	PUNCT
asir-31708	146	8	pso	pso	NOUN
asir-31708	146	9	(	(	PUNCT
asir-31708	146	10	traditional	traditional	ADJ
asir-31708	146	11	particle	particle	NOUN
asir-31708	146	12	swarm	swarm	NOUN
asir-31708	146	13	optimization	optimization	NOUN
asir-31708	146	14	algorithm	algorithm	NOUN
asir-31708	146	15	)	)	PUNCT
asir-31708	146	16	,	,	PUNCT
asir-31708	146	17	qpso	qpso	INTJ
asir-31708	146	18	(	(	PUNCT
asir-31708	146	19	quantum	quantum	NOUN
asir-31708	146	20	particle	particle	NOUN
asir-31708	146	21	swarm	swarm	NOUN
asir-31708	146	22	optimization	optimization	NOUN
asir-31708	146	23	algorithm	algorithm	NOUN
asir-31708	146	24	)	)	PUNCT
asir-31708	146	25	,	,	PUNCT
asir-31708	146	26	and	and	CCONJ
asir-31708	146	27	the	the	DET
asir-31708	146	28	hybrid	hybrid	ADJ
asir-31708	146	29	particle	particle	NOUN
asir-31708	146	30	swarm	swarm	NOUN
asir-31708	146	31	optimization	optimization	NOUN
asir-31708	146	32	algorithm	algorithm	NOUN
asir-31708	146	33	proposed	propose	VERB
asir-31708	146	34	in	in	ADP
asir-31708	146	35	this	this	DET
asir-31708	146	36	paper	paper	NOUN
asir-31708	146	37	(	(	PUNCT
asir-31708	146	38	m	m	NOUN
asir-31708	146	39	-	-	NOUN
asir-31708	146	40	kqpso	kqpso	PROPN
asir-31708	146	41	)	)	PUNCT
asir-31708	146	42	.	.	PUNCT
asir-31708	147	1	for	for	ADP
asir-31708	147	2	the	the	DET
asir-31708	147	3	clustering	clustering	ADJ
asir-31708	147	4	effect	effect	NOUN
asir-31708	147	5	,	,	PUNCT
asir-31708	147	6	analysis	analysis	NOUN
asir-31708	147	7	of	of	ADP
asir-31708	147	8	algorithms	algorithm	NOUN
asir-31708	147	9	is	be	AUX
asir-31708	147	10	proposed	propose	VERB
asir-31708	147	11	for	for	ADP
asir-31708	147	12	the	the	DET
asir-31708	147	13	sample	sample	NOUN
asir-31708	147	14	data	datum	NOUN
asir-31708	147	15	in	in	ADP
asir-31708	147	16	the	the	DET
asir-31708	147	17	uci	uci	PROPN
asir-31708	147	18	general	general	PROPN
asir-31708	147	19	database	database	PROPN
asir-31708	147	20	.	.	PUNCT
asir-31708	148	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-31708	148	2	applied	apply	VERB
asir-31708	148	3	science	science	NOUN
asir-31708	148	4	and	and	CCONJ
asir-31708	148	5	innovative	innovative	ADJ
asir-31708	148	6	research	research	NOUN
asir-31708	148	7	vol	vol	NOUN
asir-31708	148	8	.	.	PUNCT
asir-31708	149	1	7	7	NUM
asir-31708	149	2	,	,	PUNCT
asir-31708	149	3	no	no	INTJ
asir-31708	149	4	.	.	NOUN
asir-31708	149	5	4	4	NUM
asir-31708	149	6	,	,	PUNCT
asir-31708	149	7	2023	2023	NUM
asir-31708	149	8	28	28	NUM
asir-31708	149	9	published	publish	VERB
asir-31708	149	10	by	by	ADP
asir-31708	149	11	scholink	scholink	PROPN
asir-31708	149	12	inc	inc	PROPN
asir-31708	149	13	.	.	PUNCT
asir-31708	150	1	the	the	DET
asir-31708	150	2	datasets	dataset	NOUN
asir-31708	150	3	are	be	AUX
asir-31708	150	4	vehicle	vehicle	NOUN
asir-31708	150	5	,	,	PUNCT
asir-31708	150	6	wine	wine	NOUN
asir-31708	150	7	,	,	PUNCT
asir-31708	150	8	and	and	CCONJ
asir-31708	150	9	same	same	ADJ
asir-31708	150	10	.	.	PUNCT
asir-31708	151	1	among	among	ADP
asir-31708	151	2	them	they	PRON
asir-31708	151	3	,	,	PUNCT
asir-31708	151	4	vehicle	vehicle	NOUN
asir-31708	151	5	and	and	CCONJ
asir-31708	151	6	wine	wine	NOUN
asir-31708	151	7	are	be	AUX
asir-31708	151	8	low	low	ADJ
asir-31708	151	9	dimensional	dimensional	ADJ
asir-31708	151	10	datasets	dataset	NOUN
asir-31708	151	11	,	,	PUNCT
asir-31708	151	12	the	the	DET
asir-31708	151	13	former	former	ADJ
asir-31708	151	14	dimension	dimension	NOUN
asir-31708	151	15	is	be	AUX
asir-31708	151	16	18	18	NUM
asir-31708	151	17	,	,	PUNCT
asir-31708	151	18	the	the	DET
asir-31708	151	19	number	number	NOUN
asir-31708	151	20	of	of	ADP
asir-31708	151	21	classes	class	NOUN
asir-31708	151	22	is	be	AUX
asir-31708	151	23	4	4	NUM
asir-31708	151	24	,	,	PUNCT
asir-31708	151	25	and	and	CCONJ
asir-31708	151	26	the	the	DET
asir-31708	151	27	number	number	NOUN
asir-31708	151	28	of	of	ADP
asir-31708	151	29	samples	sample	NOUN
asir-31708	151	30	set	set	VERB
asir-31708	151	31	is	be	AUX
asir-31708	151	32	800	800	NUM
asir-31708	151	33	;	;	PUNCT
asir-31708	151	34	the	the	DET
asir-31708	151	35	latter	latter	ADJ
asir-31708	151	36	dimension	dimension	NOUN
asir-31708	151	37	is	be	AUX
asir-31708	151	38	13	13	NUM
asir-31708	151	39	,	,	PUNCT
asir-31708	151	40	the	the	DET
asir-31708	151	41	number	number	NOUN
asir-31708	151	42	of	of	ADP
asir-31708	151	43	classes	class	NOUN
asir-31708	151	44	is	be	AUX
asir-31708	151	45	3	3	NUM
asir-31708	151	46	,	,	PUNCT
asir-31708	151	47	and	and	CCONJ
asir-31708	151	48	the	the	DET
asir-31708	151	49	number	number	NOUN
asir-31708	151	50	of	of	ADP
asir-31708	151	51	samples	sample	NOUN
asir-31708	151	52	set	set	VERB
asir-31708	151	53	is	be	AUX
asir-31708	151	54	150	150	NUM
asir-31708	151	55	;	;	PUNCT
asir-31708	151	56	sam	sam	PROPN
asir-31708	151	57	is	be	AUX
asir-31708	151	58	a	a	DET
asir-31708	151	59	high	high	ADV
asir-31708	151	60	-	-	PUNCT
asir-31708	151	61	dimensional	dimensional	ADJ
asir-31708	151	62	dataset	dataset	NOUN
asir-31708	151	63	,	,	PUNCT
asir-31708	151	64	the	the	DET
asir-31708	151	65	dimension	dimension	NOUN
asir-31708	151	66	is	be	AUX
asir-31708	151	67	16090	16090	NUM
asir-31708	151	68	,	,	PUNCT
asir-31708	151	69	the	the	DET
asir-31708	151	70	number	number	NOUN
asir-31708	151	71	of	of	ADP
asir-31708	151	72	classes	class	NOUN
asir-31708	151	73	is	be	AUX
asir-31708	151	74	3	3	NUM
asir-31708	151	75	,	,	PUNCT
asir-31708	151	76	the	the	DET
asir-31708	151	77	number	number	NOUN
asir-31708	151	78	of	of	ADP
asir-31708	151	79	samples	sample	NOUN
asir-31708	151	80	set	set	VERB
asir-31708	151	81	is	be	AUX
asir-31708	151	82	300	300	NUM
asir-31708	151	83	.	.	PUNCT
asir-31708	152	1	the	the	DET
asir-31708	152	2	maximum	maximum	ADJ
asir-31708	152	3	iteration	iteration	NOUN
asir-31708	152	4	number	number	NOUN
asir-31708	152	5	of	of	ADP
asir-31708	152	6	the	the	DET
asir-31708	152	7	algorithm	algorithm	NOUN
asir-31708	152	8	is	be	AUX
asir-31708	152	9	400	400	NUM
asir-31708	152	10	.	.	PUNCT
asir-31708	153	1	the	the	DET
asir-31708	153	2	maximum	maximum	ADJ
asir-31708	153	3	iteration	iteration	NOUN
asir-31708	153	4	number	number	NOUN
asir-31708	153	5	of	of	ADP
asir-31708	153	6	the	the	DET
asir-31708	153	7	algorithm	algorithm	NOUN
asir-31708	153	8	is	be	AUX
asir-31708	153	9	set	set	VERB
asir-31708	153	10	to	to	PART
asir-31708	153	11	be	be	AUX
asir-31708	153	12	400	400	NUM
asir-31708	153	13	.	.	PUNCT
asir-31708	154	1	the	the	DET
asir-31708	154	2	normalized	normalize	VERB
asir-31708	154	3	mutual	mutual	ADJ
asir-31708	154	4	information	information	NOUN
asir-31708	154	5	(	(	PUNCT
asir-31708	154	6	nmi	nmi	PROPN
asir-31708	154	7	)	)	PUNCT
asir-31708	154	8	is	be	AUX
asir-31708	154	9	used	use	VERB
asir-31708	154	10	to	to	PART
asir-31708	154	11	evaluate	evaluate	VERB
asir-31708	154	12	the	the	DET
asir-31708	154	13	clustering	clustering	ADJ
asir-31708	154	14	effect	effect	NOUN
asir-31708	154	15	.	.	PUNCT
asir-31708	155	1	it	it	PRON
asir-31708	155	2	reflects	reflect	VERB
asir-31708	155	3	the	the	DET
asir-31708	155	4	similarity	similarity	NOUN
asir-31708	155	5	between	between	ADP
asir-31708	155	6	the	the	DET
asir-31708	155	7	clustering	clustering	ADJ
asir-31708	155	8	results	result	NOUN
asir-31708	155	9	of	of	ADP
asir-31708	155	10	the	the	DET
asir-31708	155	11	sample	sample	NOUN
asir-31708	155	12	set	set	VERB
asir-31708	155	13	and	and	CCONJ
asir-31708	155	14	the	the	DET
asir-31708	155	15	real	real	ADJ
asir-31708	155	16	class	class	NOUN
asir-31708	155	17	division	division	NOUN
asir-31708	155	18	,	,	PUNCT
asir-31708	155	19	the	the	DET
asir-31708	155	20	value	value	NOUN
asir-31708	155	21	range	range	NOUN
asir-31708	155	22	is	be	AUX
asir-31708	155	23	set	set	VERB
asir-31708	155	24	to	to	ADP
asir-31708	155	25	[	[	X
asir-31708	155	26	0,1	0,1	NUM
asir-31708	155	27	]	]	PUNCT
asir-31708	155	28	.	.	PUNCT
asir-31708	156	1	the	the	PRON
asir-31708	156	2	larger	large	ADJ
asir-31708	156	3	the	the	DET
asir-31708	156	4	value	value	NOUN
asir-31708	156	5	,	,	PUNCT
asir-31708	156	6	the	the	PRON
asir-31708	156	7	better	well	ADJ
asir-31708	156	8	the	the	DET
asir-31708	156	9	clustering	clustering	ADJ
asir-31708	156	10	effect	effect	NOUN
asir-31708	156	11	.	.	PUNCT
asir-31708	157	1	three	three	NUM
asir-31708	157	2	benchmark	benchmark	NOUN
asir-31708	157	3	functions	function	NOUN
asir-31708	157	4	were	be	AUX
asir-31708	157	5	selected	select	VERB
asir-31708	157	6	for	for	ADP
asir-31708	157	7	testing	testing	NOUN
asir-31708	157	8	in	in	ADP
asir-31708	157	9	the	the	DET
asir-31708	157	10	article	article	NOUN
asir-31708	157	11	,	,	PUNCT
asir-31708	157	12	namely	namely	ADV
asir-31708	157	13	noncontinuous	noncontinuous	ADJ
asir-31708	157	14	rastrigin	rastrigin	NOUN
asir-31708	157	15	,	,	PUNCT
asir-31708	157	16	griewank	griewank	INTJ
asir-31708	157	17	,	,	PUNCT
asir-31708	157	18	generalized	generalize	VERB
asir-31708	157	19	penalized	penalized	NOUN
asir-31708	157	20	,	,	PUNCT
asir-31708	157	21	with	with	ADP
asir-31708	157	22	a	a	DET
asir-31708	157	23	focus	focus	NOUN
asir-31708	157	24	on	on	ADP
asir-31708	157	25	examining	examine	VERB
asir-31708	157	26	the	the	DET
asir-31708	157	27	algorithm	algorithm	NOUN
asir-31708	157	28	's	's	PART
asir-31708	157	29	global	global	ADJ
asir-31708	157	30	search	search	NOUN
asir-31708	157	31	ability	ability	NOUN
asir-31708	157	32	.	.	PUNCT
asir-31708	158	1	the	the	DET
asir-31708	158	2	relevant	relevant	ADJ
asir-31708	158	3	definitions	definition	NOUN
asir-31708	158	4	and	and	CCONJ
asir-31708	158	5	parameters	parameter	NOUN
asir-31708	158	6	of	of	ADP
asir-31708	158	7	the	the	DET
asir-31708	158	8	functions	function	NOUN
asir-31708	158	9	are	be	AUX
asir-31708	158	10	as	as	SCONJ
asir-31708	158	11	follows	follow	VERB
asir-31708	158	12	:	:	PUNCT
asir-31708	158	13	(	(	PUNCT
asir-31708	158	14	1	1	X
asir-31708	158	15	)	)	PUNCT
asir-31708	158	16	the	the	DET
asir-31708	158	17	formula	formula	NOUN
asir-31708	158	18	of	of	ADP
asir-31708	158	19	the	the	DET
asir-31708	158	20	noncontinuous	noncontinuous	ADJ
asir-31708	158	21	rastrigin	rastrigin	NOUN
asir-31708	158	22	function	function	VERB
asir-31708	158	23	is	be	AUX
asir-31708	158	24	as	as	SCONJ
asir-31708	158	25	follows	follow	VERB
asir-31708	158	26	:	:	PUNCT
asir-31708	158	27	2	2	NUM
asir-31708	158	28	1	1	NUM
asir-31708	158	29	[	[	PUNCT
asir-31708	158	30	10cos	10co	NOUN
asir-31708	158	31	2	2	NUM
asir-31708	158	32	10	10	NUM
asir-31708	158	33	]	]	PUNCT
asir-31708	159	1	d	d	NOUN
asir-31708	159	2	i	i	PRON
asir-31708	160	1	i	i	PRON
asir-31708	160	2	i	i	VERB
asir-31708	160	3	noncontinuous	noncontinuous	ADJ
asir-31708	160	4	rastrigin	rastrigin	NOUN
asir-31708	160	5	x	x	PROPN
asir-31708	161	1	x	x	PROPN
asir-31708	162	1	|	|	ADV
asir-31708	162	2	|	|	ADV
asir-31708	162	3	0.5	0.5	NUM
asir-31708	162	4	(	(	PUNCT
asir-31708	162	5	2	2	NUM
asir-31708	162	6	)	)	PUNCT
asir-31708	162	7	/	/	SYM
asir-31708	162	8	2	2	NUM
asir-31708	163	1	|	|	ADV
asir-31708	163	2	|	|	ADV
asir-31708	163	3	0.5	0.5	NUM
asir-31708	164	1	i	i	PRON
asir-31708	164	2	i	i	PRON
asir-31708	165	1	i	i	PRON
asir-31708	166	1	i	i	PRON
asir-31708	167	1	i	i	VERB
asir-31708	167	2	k	k	PROPN
asir-31708	168	1	k	k	PROPN
asir-31708	168	2	x	x	PUNCT
asir-31708	168	3	round	round	PROPN
asir-31708	169	1	k	k	PROPN
asir-31708	169	2	k	k	PROPN
asir-31708	169	3			PROPN
asir-31708	169	4			PUNCT
asir-31708	169	5			ADV
asir-31708	169	6	(	(	PUNCT
asir-31708	169	7	2	2	X
asir-31708	169	8	)	)	PUNCT
asir-31708	169	9	the	the	DET
asir-31708	169	10	formula	formula	NOUN
asir-31708	169	11	of	of	ADP
asir-31708	169	12	the	the	DET
asir-31708	169	13	griewank	griewank	ADJ
asir-31708	169	14	function	function	NOUN
asir-31708	169	15	is	be	AUX
asir-31708	169	16	as	as	SCONJ
asir-31708	169	17	follows	follow	VERB
asir-31708	169	18	:	:	PUNCT
asir-31708	169	19	2	2	NUM
asir-31708	169	20	11	11	NUM
asir-31708	169	21	1	1	NUM
asir-31708	169	22	(	(	PUNCT
asir-31708	169	23	)	)	PUNCT
asir-31708	169	24	cos	cos	PROPN
asir-31708	169	25	(	(	PUNCT
asir-31708	169	26	/	/	SYM
asir-31708	169	27	)	)	PUNCT
asir-31708	169	28	1	1	NUM
asir-31708	170	1	4000	4000	NUM
asir-31708	170	2	d	d	NOUN
asir-31708	171	1	d	d	NOUN
asir-31708	171	2	i	i	PRON
asir-31708	172	1	i	i	NOUN
asir-31708	172	2	ii	ii	VERB
asir-31708	172	3	griewank	griewank	VERB
asir-31708	172	4	x	x	X
asir-31708	173	1	x	x	X
asir-31708	173	2	i	i	NOUN
asir-31708	173	3	(	(	PUNCT
asir-31708	173	4	3	3	X
asir-31708	173	5	)	)	PUNCT
asir-31708	173	6	the	the	DET
asir-31708	173	7	formula	formula	NOUN
asir-31708	173	8	of	of	ADP
asir-31708	173	9	the	the	DET
asir-31708	173	10	generalized	generalized	ADJ
asir-31708	173	11	penalized	penalized	NOUN
asir-31708	173	12	function	function	NOUN
asir-31708	173	13	is	be	AUX
asir-31708	173	14	as	as	SCONJ
asir-31708	173	15	follows	follow	VERB
asir-31708	173	16	:	:	PUNCT
asir-31708	173	17	2	2	NUM
asir-31708	173	18	2	2	NUM
asir-31708	173	19	2	2	NUM
asir-31708	173	20	1	1	NUM
asir-31708	173	21	1	1	NUM
asir-31708	173	22	2	2	NUM
asir-31708	173	23	1	1	NUM
asir-31708	173	24	{	{	PUNCT
asir-31708	173	25	10sin	10sin	NOUN
asir-31708	173	26	(	(	PUNCT
asir-31708	173	27	)	)	PUNCT
asir-31708	173	28	(	(	PUNCT
asir-31708	173	29	1	1	X
asir-31708	173	30	)	)	PUNCT
asir-31708	173	31	[	[	PUNCT
asir-31708	173	32	1	1	NUM
asir-31708	173	33	10sin	10sin	NOUN
asir-31708	173	34	(	(	PUNCT
asir-31708	173	35	)	)	PUNCT
asir-31708	173	36	(	(	PUNCT
asir-31708	173	37	1	1	NUM
asir-31708	173	38	)	)	PUNCT
asir-31708	173	39	]	]	PUNCT
asir-31708	173	40	}	}	PUNCT
asir-31708	173	41	(	(	PUNCT
asir-31708	173	42	)	)	PUNCT
asir-31708	174	1	i	i	PRON
asir-31708	175	1	d	d	VERB
asir-31708	176	1	i	i	PRON
asir-31708	177	1	i	i	PRON
asir-31708	178	1	i	i	VERB
asir-31708	179	1	d	d	NOUN
asir-31708	180	1	d	d	NOUN
asir-31708	180	2	i	i	PRON
asir-31708	181	1	i	i	PRON
asir-31708	181	2	generalized	generalize	VERB
asir-31708	181	3	penalized	penalize	VERB
asir-31708	181	4	y	y	PROPN
asir-31708	181	5	d	d	PROPN
asir-31708	181	6	y	y	PROPN
asir-31708	181	7	y	y	PROPN
asir-31708	181	8	y	y	PROPN
asir-31708	181	9	u	u	PROPN
asir-31708	181	10	x	x	NOUN
asir-31708	181	11			VERB
asir-31708	181	12			ADV
asir-31708	181	13			NOUN
asir-31708	181	14	(	(	PUNCT
asir-31708	181	15	)	)	PUNCT
asir-31708	181	16	(	(	PUNCT
asir-31708	181	17	,	,	PUNCT
asir-31708	181	18	,	,	PUNCT
asir-31708	181	19	,	,	PUNCT
asir-31708	181	20	)	)	PUNCT
asir-31708	181	21	0	0	NUM
asir-31708	182	1	(	(	PUNCT
asir-31708	182	2	)	)	PUNCT
asir-31708	182	3	m	m	VERB
asir-31708	182	4	i	i	INTJ
asir-31708	182	5	i	i	PRON
asir-31708	182	6	m	m	VERB
asir-31708	182	7	i	i	VERB
asir-31708	182	8	k	k	X
asir-31708	182	9	x	x	X
asir-31708	182	10	a	a	DET
asir-31708	182	11	u	u	NOUN
asir-31708	182	12	x	x	X
asir-31708	182	13	a	a	PRON
asir-31708	182	14	k	k	NOUN
asir-31708	182	15	m	m	VERB
asir-31708	182	16	k	k	NOUN
asir-31708	182	17	x	x	PUNCT
asir-31708	182	18	a	a	DET
asir-31708	182	19	table	table	NOUN
asir-31708	182	20	1	1	NUM
asir-31708	182	21	.	.	PUNCT
asir-31708	182	22	benchmark	benchmark	NOUN
asir-31708	182	23	function	function	NOUN
asir-31708	182	24	parameters	parameter	NOUN
asir-31708	182	25	benchmark	benchmark	NOUN
asir-31708	182	26	function	function	NOUN
asir-31708	182	27	dimension	dimension	NOUN
asir-31708	182	28	value	value	NOUN
asir-31708	182	29	range	range	VERB
asir-31708	182	30	optimal	optimal	ADJ
asir-31708	182	31	value	value	NOUN
asir-31708	182	32	noncontinuous	noncontinuous	ADJ
asir-31708	182	33	rastrigin	rastrigin	NOUN
asir-31708	182	34	30	30	NUM
asir-31708	182	35	[	[	PUNCT
asir-31708	182	36	5.12,5.12]d	5.12,5.12]d	NUM
asir-31708	182	37	0	0	NUM
asir-31708	182	38	griewank	griewank	NOUN
asir-31708	182	39	30	30	NUM
asir-31708	182	40	[	[	PUNCT
asir-31708	182	41	600,600]d	600,600]d	NUM
asir-31708	182	42	0	0	NUM
asir-31708	182	43	generalized	generalized	ADJ
asir-31708	182	44	penalized	penalized	NOUN
asir-31708	182	45	30	30	NUM
asir-31708	182	46	[	[	PUNCT
asir-31708	182	47	50,50]d	50,50]d	NOUN
asir-31708	182	48	0	0	NUM
asir-31708	182	49	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31708	182	50	applied	apply	VERB
asir-31708	182	51	science	science	NOUN
asir-31708	182	52	and	and	CCONJ
asir-31708	182	53	innovative	innovative	ADJ
asir-31708	182	54	research	research	NOUN
asir-31708	182	55	vol	vol	NOUN
asir-31708	182	56	.	.	PUNCT
asir-31708	183	1	7	7	NUM
asir-31708	183	2	,	,	PUNCT
asir-31708	183	3	no	no	INTJ
asir-31708	183	4	.	.	NOUN
asir-31708	183	5	4	4	NUM
asir-31708	183	6	,	,	PUNCT
asir-31708	183	7	2023	2023	NUM
asir-31708	183	8	29	29	NUM
asir-31708	183	9	published	publish	VERB
asir-31708	183	10	by	by	ADP
asir-31708	183	11	scholink	scholink	PROPN
asir-31708	183	12	inc	inc	PROPN
asir-31708	183	13	.	.	PROPN
asir-31708	184	1	(	(	PUNCT
asir-31708	184	2	a	a	X
asir-31708	184	3	)	)	PUNCT
asir-31708	184	4	comparison	comparison	NOUN
asir-31708	184	5	of	of	ADP
asir-31708	184	6	noncontinuous	noncontinuous	ADJ
asir-31708	184	7	rastrigin	rastrigin	NOUN
asir-31708	184	8	function	function	NOUN
asir-31708	184	9	convergence	convergence	NOUN
asir-31708	184	10	(	(	PUNCT
asir-31708	184	11	b	b	NOUN
asir-31708	184	12	)	)	PUNCT
asir-31708	184	13	comparison	comparison	NOUN
asir-31708	184	14	of	of	ADP
asir-31708	184	15	griewank	griewank	ADJ
asir-31708	184	16	function	function	NOUN
asir-31708	184	17	convergence	convergence	NOUN
asir-31708	184	18	(	(	PUNCT
asir-31708	184	19	c	c	NOUN
asir-31708	184	20	)	)	PUNCT
asir-31708	184	21	comparison	comparison	NOUN
asir-31708	184	22	of	of	ADP
asir-31708	184	23	generalized	generalize	VERB
asir-31708	184	24	penalized	penalized	NOUN
asir-31708	184	25	function	function	NOUN
asir-31708	184	26	convergence	convergence	NOUN
asir-31708	184	27	figure	figure	NOUN
asir-31708	184	28	1	1	NUM
asir-31708	184	29	.	.	PUNCT
asir-31708	184	30	algorithm	algorithm	NOUN
asir-31708	184	31	convergence	convergence	NOUN
asir-31708	184	32	figure	figure	NOUN
asir-31708	184	33	1	1	NUM
asir-31708	184	34	selects	select	NOUN
asir-31708	184	35	three	three	NUM
asir-31708	184	36	benchmark	benchmark	NOUN
asir-31708	184	37	functions	function	NOUN
asir-31708	184	38	for	for	ADP
asir-31708	184	39	convergence	convergence	NOUN
asir-31708	184	40	comparison	comparison	NOUN
asir-31708	184	41	,	,	PUNCT
asir-31708	184	42	and	and	CCONJ
asir-31708	184	43	the	the	DET
asir-31708	184	44	results	result	NOUN
asir-31708	184	45	show	show	VERB
asir-31708	184	46	that	that	SCONJ
asir-31708	184	47	the	the	DET
asir-31708	184	48	improved	improved	ADJ
asir-31708	184	49	algorithm	algorithm	NOUN
asir-31708	184	50	has	have	VERB
asir-31708	184	51	significantly	significantly	ADV
asir-31708	184	52	better	well	ADJ
asir-31708	184	53	convergence	convergence	NOUN
asir-31708	184	54	than	than	ADP
asir-31708	184	55	the	the	DET
asir-31708	184	56	other	other	ADJ
asir-31708	184	57	two	two	NUM
asir-31708	184	58	algorithms	algorithm	NOUN
asir-31708	184	59	.	.	PUNCT
asir-31708	185	1	moreover	moreover	ADV
asir-31708	185	2	,	,	PUNCT
asir-31708	185	3	the	the	DET
asir-31708	185	4	performance	performance	NOUN
asir-31708	185	5	of	of	ADP
asir-31708	185	6	the	the	DET
asir-31708	185	7	algorithm	algorithm	NOUN
asir-31708	185	8	after	after	ADP
asir-31708	185	9	introducing	introduce	VERB
asir-31708	185	10	quantum	quantum	NOUN
asir-31708	185	11	theory	theory	NOUN
asir-31708	185	12	is	be	AUX
asir-31708	185	13	stronger	strong	ADJ
asir-31708	185	14	than	than	ADP
asir-31708	185	15	that	that	PRON
asir-31708	185	16	of	of	ADP
asir-31708	185	17	traditional	traditional	ADJ
asir-31708	185	18	pso	pso	NOUN
asir-31708	185	19	algorithms	algorithm	NOUN
asir-31708	185	20	,	,	PUNCT
asir-31708	185	21	especially	especially	ADV
asir-31708	185	22	in	in	ADP
asir-31708	185	23	the	the	DET
asir-31708	185	24	later	later	ADJ
asir-31708	185	25	iteration	iteration	NOUN
asir-31708	185	26	stage	stage	NOUN
asir-31708	185	27	,	,	PUNCT
asir-31708	185	28	with	with	ADP
asir-31708	185	29	good	good	ADJ
asir-31708	185	30	convergence	convergence	NOUN
asir-31708	185	31	.	.	PUNCT
asir-31708	186	1	because	because	SCONJ
asir-31708	186	2	the	the	DET
asir-31708	186	3	particle	particle	NOUN
asir-31708	186	4	activity	activity	NOUN
asir-31708	186	5	of	of	ADP
asir-31708	186	6	traditional	traditional	ADJ
asir-31708	186	7	algorithms	algorithm	NOUN
asir-31708	186	8	decreases	decrease	VERB
asir-31708	186	9	,	,	PUNCT
asir-31708	186	10	making	make	VERB
asir-31708	186	11	it	it	PRON
asir-31708	186	12	easy	easy	ADJ
asir-31708	186	13	to	to	PART
asir-31708	186	14	fall	fall	VERB
asir-31708	186	15	into	into	ADP
asir-31708	186	16	local	local	ADJ
asir-31708	186	17	optima	optima	NOUN
asir-31708	186	18	during	during	ADP
asir-31708	186	19	iteration	iteration	NOUN
asir-31708	186	20	.	.	PUNCT
asir-31708	187	1	after	after	ADP
asir-31708	187	2	improvement	improvement	NOUN
asir-31708	187	3	,	,	PUNCT
asir-31708	187	4	the	the	DET
asir-31708	187	5	cluster	cluster	NOUN
asir-31708	187	6	center	center	NOUN
asir-31708	187	7	is	be	AUX
asir-31708	187	8	recalculated	recalculate	VERB
asir-31708	187	9	and	and	CCONJ
asir-31708	187	10	necessary	necessary	ADJ
asir-31708	187	11	disturbances	disturbance	NOUN
asir-31708	187	12	are	be	AUX
asir-31708	187	13	made	make	VERB
asir-31708	187	14	to	to	PART
asir-31708	187	15	improve	improve	VERB
asir-31708	187	16	the	the	DET
asir-31708	187	17	state	state	NOUN
asir-31708	187	18	of	of	ADP
asir-31708	187	19	the	the	DET
asir-31708	187	20	particles	particle	NOUN
asir-31708	187	21	.	.	PUNCT
asir-31708	188	1	0.6	0.6	NUM
asir-31708	188	2	0.7	0.7	NUM
asir-31708	188	3	0.8	0.8	NUM
asir-31708	188	4	0.9	0.9	NUM
asir-31708	188	5	1	1	NUM
asir-31708	188	6	1.1	1.1	NUM
asir-31708	188	7	1.2	1.2	NUM
asir-31708	188	8	1.3	1.3	NUM
asir-31708	188	9	1.4	1.4	NUM
asir-31708	188	10	1.5	1.5	NUM
asir-31708	188	11	0	0	NUM
asir-31708	188	12	100	100	NUM
asir-31708	188	13	200	200	NUM
asir-31708	188	14	300	300	NUM
asir-31708	188	15	400	400	NUM
asir-31708	188	16	fi	fi	NOUN
asir-31708	188	17	tn	tn	NOUN
asir-31708	189	1	e	e	NOUN
asir-31708	189	2	ss	ss	NOUN
asir-31708	189	3	v	v	NUM
asir-31708	189	4	al	al	PROPN
asir-31708	189	5	u	u	NOUN
asir-31708	189	6	e	e	NOUN
asir-31708	189	7	number	number	NOUN
asir-31708	189	8	of	of	ADP
asir-31708	189	9	iterations	iteration	NOUN
asir-31708	189	10	m	m	ADJ
asir-31708	189	11	-	-	ADJ
asir-31708	189	12	kqpso	kqpso	ADJ
asir-31708	189	13	qpso	qpso	PROPN
asir-31708	189	14	pso	pso	NOUN
asir-31708	189	15	0.6	0.6	NUM
asir-31708	189	16	0.7	0.7	NUM
asir-31708	189	17	0.8	0.8	NUM
asir-31708	189	18	0.9	0.9	NUM
asir-31708	189	19	1	1	NUM
asir-31708	189	20	1.1	1.1	NUM
asir-31708	189	21	1.2	1.2	NUM
asir-31708	189	22	1.3	1.3	NUM
asir-31708	189	23	1.4	1.4	NUM
asir-31708	189	24	1.5	1.5	NUM
asir-31708	189	25	0	0	NUM
asir-31708	189	26	100	100	NUM
asir-31708	189	27	200	200	NUM
asir-31708	189	28	300	300	NUM
asir-31708	189	29	400	400	NUM
asir-31708	189	30	fi	fi	NOUN
asir-31708	189	31	tn	tn	NOUN
asir-31708	190	1	e	e	NOUN
asir-31708	190	2	ss	ss	NOUN
asir-31708	190	3	v	v	NUM
asir-31708	190	4	al	al	PROPN
asir-31708	190	5	u	u	NOUN
asir-31708	190	6	e	e	NOUN
asir-31708	190	7	number	number	NOUN
asir-31708	190	8	of	of	ADP
asir-31708	190	9	iterations	iteration	NOUN
asir-31708	190	10	m	m	ADJ
asir-31708	190	11	-	-	ADJ
asir-31708	190	12	kqpso	kqpso	ADJ
asir-31708	190	13	qpso	qpso	PROPN
asir-31708	190	14	pso	pso	NOUN
asir-31708	190	15	0.6	0.6	NUM
asir-31708	190	16	0.7	0.7	NUM
asir-31708	190	17	0.8	0.8	NUM
asir-31708	190	18	0.9	0.9	NUM
asir-31708	190	19	1	1	NUM
asir-31708	190	20	1.1	1.1	NUM
asir-31708	190	21	1.2	1.2	NUM
asir-31708	190	22	1.3	1.3	NUM
asir-31708	190	23	1.4	1.4	NUM
asir-31708	190	24	1.5	1.5	NUM
asir-31708	190	25	0	0	NUM
asir-31708	190	26	100	100	NUM
asir-31708	190	27	200	200	NUM
asir-31708	190	28	300	300	NUM
asir-31708	190	29	400	400	NUM
asir-31708	190	30	fi	fi	NOUN
asir-31708	190	31	tn	tn	NOUN
asir-31708	191	1	e	e	NOUN
asir-31708	191	2	ss	ss	NOUN
asir-31708	191	3	v	v	NUM
asir-31708	191	4	al	al	PROPN
asir-31708	191	5	u	u	NOUN
asir-31708	191	6	e	e	NOUN
asir-31708	191	7	number	number	NOUN
asir-31708	191	8	of	of	ADP
asir-31708	191	9	iterations	iteration	NOUN
asir-31708	191	10	m	m	ADJ
asir-31708	191	11	-	-	ADJ
asir-31708	191	12	kqpso	kqpso	ADJ
asir-31708	191	13	qpso	qpso	PROPN
asir-31708	191	14	pso	pso	PROPN
asir-31708	191	15	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31708	191	16	applied	apply	VERB
asir-31708	191	17	science	science	NOUN
asir-31708	191	18	and	and	CCONJ
asir-31708	191	19	innovative	innovative	ADJ
asir-31708	191	20	research	research	NOUN
asir-31708	191	21	vol	vol	NOUN
asir-31708	191	22	.	.	PUNCT
asir-31708	192	1	7	7	NUM
asir-31708	192	2	,	,	PUNCT
asir-31708	192	3	no	no	INTJ
asir-31708	192	4	.	.	NOUN
asir-31708	192	5	4	4	NUM
asir-31708	192	6	,	,	PUNCT
asir-31708	192	7	2023	2023	NUM
asir-31708	192	8	30	30	NUM
asir-31708	192	9	published	publish	VERB
asir-31708	192	10	by	by	ADP
asir-31708	192	11	scholink	scholink	PROPN
asir-31708	192	12	inc	inc	PROPN
asir-31708	192	13	.	.	PROPN
asir-31708	193	1	(	(	PUNCT
asir-31708	193	2	a	a	X
asir-31708	193	3	)	)	PUNCT
asir-31708	193	4	comparison	comparison	NOUN
asir-31708	193	5	of	of	ADP
asir-31708	193	6	nmi	nmi	PROPN
asir-31708	193	7	values	value	NOUN
asir-31708	193	8	for	for	ADP
asir-31708	193	9	vehicle	vehicle	NOUN
asir-31708	193	10	(	(	PUNCT
asir-31708	193	11	b	b	NOUN
asir-31708	193	12	)	)	PUNCT
asir-31708	193	13	comparison	comparison	NOUN
asir-31708	193	14	of	of	ADP
asir-31708	193	15	nmi	nmi	PROPN
asir-31708	193	16	values	value	NOUN
asir-31708	193	17	for	for	ADP
asir-31708	193	18	wine	wine	NOUN
asir-31708	193	19	(	(	PUNCT
asir-31708	193	20	c	c	NOUN
asir-31708	193	21	)	)	PUNCT
asir-31708	193	22	comparison	comparison	NOUN
asir-31708	193	23	of	of	ADP
asir-31708	193	24	nmi	nmi	PROPN
asir-31708	193	25	values	value	NOUN
asir-31708	193	26	for	for	ADP
asir-31708	193	27	same	same	ADJ
asir-31708	193	28	figure	figure	NOUN
asir-31708	193	29	2	2	NUM
asir-31708	193	30	.	.	PUNCT
asir-31708	193	31	comparison	comparison	NOUN
asir-31708	193	32	results	result	NOUN
asir-31708	193	33	of	of	ADP
asir-31708	193	34	nmi	nmi	PROPN
asir-31708	193	35	values	value	NOUN
asir-31708	193	36	figure	figure	VERB
asir-31708	193	37	2	2	NUM
asir-31708	193	38	shows	show	VERB
asir-31708	193	39	the	the	DET
asir-31708	193	40	comparison	comparison	NOUN
asir-31708	193	41	results	result	NOUN
asir-31708	193	42	of	of	ADP
asir-31708	193	43	nmi	nmi	PROPN
asir-31708	193	44	values	value	NOUN
asir-31708	193	45	among	among	ADP
asir-31708	193	46	three	three	NUM
asir-31708	193	47	algorithms	algorithm	NOUN
asir-31708	193	48	in	in	ADP
asir-31708	193	49	the	the	DET
asir-31708	193	50	uci	uci	PROPN
asir-31708	193	51	dataset	dataset	PROPN
asir-31708	193	52	.	.	PUNCT
asir-31708	194	1	the	the	DET
asir-31708	194	2	results	result	NOUN
asir-31708	194	3	show	show	VERB
asir-31708	194	4	that	that	SCONJ
asir-31708	194	5	the	the	DET
asir-31708	194	6	improved	improved	ADJ
asir-31708	194	7	algorithm	algorithm	NOUN
asir-31708	194	8	performs	perform	VERB
asir-31708	194	9	significantly	significantly	ADV
asir-31708	194	10	better	well	ADJ
asir-31708	194	11	than	than	ADP
asir-31708	194	12	the	the	DET
asir-31708	194	13	other	other	ADJ
asir-31708	194	14	two	two	NUM
asir-31708	194	15	algorithms	algorithm	NOUN
asir-31708	194	16	.	.	PUNCT
asir-31708	195	1	at	at	ADP
asir-31708	195	2	0.1	0.1	NUM
asir-31708	195	3	0.2	0.2	NUM
asir-31708	195	4	0.3	0.3	NUM
asir-31708	195	5	0.4	0.4	NUM
asir-31708	195	6	0.5	0.5	NUM
asir-31708	195	7	0.6	0.6	NUM
asir-31708	195	8	0.7	0.7	NUM
asir-31708	195	9	0.8	0.8	NUM
asir-31708	195	10	0	0	NUM
asir-31708	195	11	100	100	NUM
asir-31708	195	12	200	200	NUM
asir-31708	195	13	300	300	NUM
asir-31708	195	14	400	400	NUM
asir-31708	195	15	m	m	NOUN
asir-31708	195	16	-	-	ADJ
asir-31708	195	17	ikpso	ikpso	ADJ
asir-31708	195	18	ipso	ipso	ADJ
asir-31708	195	19	pso	pso	NOUN
asir-31708	195	20	0.1	0.1	NUM
asir-31708	195	21	0.2	0.2	NUM
asir-31708	195	22	0.3	0.3	NUM
asir-31708	195	23	0.4	0.4	NUM
asir-31708	195	24	0.5	0.5	NUM
asir-31708	195	25	0.6	0.6	NUM
asir-31708	195	26	0.7	0.7	NUM
asir-31708	195	27	0	0	NUM
asir-31708	195	28	100	100	NUM
asir-31708	195	29	200	200	NUM
asir-31708	195	30	300	300	NUM
asir-31708	195	31	400	400	NUM
asir-31708	195	32	m	m	NOUN
asir-31708	195	33	-	-	ADJ
asir-31708	195	34	ikpso	ikpso	ADJ
asir-31708	195	35	ipso	ipso	ADJ
asir-31708	195	36	pso	pso	NOUN
asir-31708	195	37	0.1	0.1	NUM
asir-31708	195	38	0.2	0.2	NUM
asir-31708	195	39	0.3	0.3	NUM
asir-31708	195	40	0.4	0.4	NUM
asir-31708	195	41	0.5	0.5	NUM
asir-31708	195	42	0.6	0.6	NUM
asir-31708	195	43	0.7	0.7	NUM
asir-31708	195	44	0.8	0.8	NUM
asir-31708	195	45	0	0	NUM
asir-31708	195	46	100	100	NUM
asir-31708	195	47	200	200	NUM
asir-31708	195	48	300	300	NUM
asir-31708	195	49	400	400	NUM
asir-31708	195	50	m	m	NOUN
asir-31708	195	51	-	-	ADJ
asir-31708	195	52	ikpso	ikpso	ADJ
asir-31708	195	53	ipso	ipso	ADJ
asir-31708	195	54	pso	pso	NOUN
asir-31708	195	55	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31708	195	56	applied	apply	VERB
asir-31708	195	57	science	science	NOUN
asir-31708	195	58	and	and	CCONJ
asir-31708	195	59	innovative	innovative	ADJ
asir-31708	195	60	research	research	NOUN
asir-31708	195	61	vol	vol	NOUN
asir-31708	195	62	.	.	PUNCT
asir-31708	196	1	7	7	NUM
asir-31708	196	2	,	,	PUNCT
asir-31708	196	3	no	no	INTJ
asir-31708	196	4	.	.	NOUN
asir-31708	196	5	4	4	NUM
asir-31708	196	6	,	,	PUNCT
asir-31708	196	7	2023	2023	NUM
asir-31708	196	8	31	31	NUM
asir-31708	196	9	published	publish	VERB
asir-31708	196	10	by	by	ADP
asir-31708	196	11	scholink	scholink	PROPN
asir-31708	196	12	inc	inc	PROPN
asir-31708	196	13	.	.	PUNCT
asir-31708	197	1	the	the	DET
asir-31708	197	2	beginning	beginning	NOUN
asir-31708	197	3	of	of	ADP
asir-31708	197	4	the	the	DET
asir-31708	197	5	algorithm	algorithm	NOUN
asir-31708	197	6	,	,	PUNCT
asir-31708	197	7	the	the	DET
asir-31708	197	8	values	value	NOUN
asir-31708	197	9	of	of	ADP
asir-31708	197	10	the	the	DET
asir-31708	197	11	three	three	NUM
asir-31708	197	12	algorithms	algorithm	NOUN
asir-31708	197	13	are	be	AUX
asir-31708	197	14	basically	basically	ADV
asir-31708	197	15	the	the	DET
asir-31708	197	16	same	same	ADJ
asir-31708	197	17	.	.	PUNCT
asir-31708	198	1	as	as	SCONJ
asir-31708	198	2	the	the	DET
asir-31708	198	3	algorithm	algorithm	NOUN
asir-31708	198	4	progresses	progress	VERB
asir-31708	198	5	and	and	CCONJ
asir-31708	198	6	the	the	DET
asir-31708	198	7	iteration	iteration	NOUN
asir-31708	198	8	number	number	NOUN
asir-31708	198	9	reaches	reach	VERB
asir-31708	198	10	100	100	NUM
asir-31708	198	11	,	,	PUNCT
asir-31708	198	12	it	it	PRON
asir-31708	198	13	can	can	AUX
asir-31708	198	14	be	be	AUX
asir-31708	198	15	seen	see	VERB
asir-31708	198	16	that	that	SCONJ
asir-31708	198	17	m	m	PROPN
asir-31708	198	18	-	-	ADJ
asir-31708	198	19	ikpso	ikpso	ADJ
asir-31708	198	20	tends	tend	VERB
asir-31708	198	21	to	to	PART
asir-31708	198	22	stabilize	stabilize	VERB
asir-31708	198	23	significantly	significantly	ADV
asir-31708	198	24	,	,	PUNCT
asir-31708	198	25	with	with	ADP
asir-31708	198	26	the	the	DET
asir-31708	198	27	highest	high	ADJ
asir-31708	198	28	value	value	NOUN
asir-31708	198	29	and	and	CCONJ
asir-31708	198	30	rapid	rapid	ADJ
asir-31708	198	31	appreciation	appreciation	NOUN
asir-31708	198	32	.	.	PUNCT
asir-31708	199	1	at	at	ADP
asir-31708	199	2	the	the	DET
asir-31708	199	3	same	same	ADJ
asir-31708	199	4	time	time	NOUN
asir-31708	199	5	,	,	PUNCT
asir-31708	199	6	in	in	ADP
asir-31708	199	7	the	the	DET
asir-31708	199	8	later	later	ADJ
asir-31708	199	9	stage	stage	NOUN
asir-31708	199	10	of	of	ADP
asir-31708	199	11	the	the	DET
asir-31708	199	12	algorithm	algorithm	NOUN
asir-31708	199	13	,	,	PUNCT
asir-31708	199	14	the	the	DET
asir-31708	199	15	other	other	ADJ
asir-31708	199	16	two	two	NUM
asir-31708	199	17	algorithms	algorithm	NOUN
asir-31708	199	18	have	have	VERB
asir-31708	199	19	some	some	DET
asir-31708	199	20	oscillations	oscillation	NOUN
asir-31708	199	21	and	and	CCONJ
asir-31708	199	22	declines	decline	NOUN
asir-31708	199	23	,	,	PUNCT
asir-31708	199	24	while	while	SCONJ
asir-31708	199	25	the	the	DET
asir-31708	199	26	stability	stability	NOUN
asir-31708	199	27	of	of	ADP
asir-31708	199	28	m	m	PROPN
asir-31708	199	29	-	-	ADJ
asir-31708	199	30	ikpso	ikpso	PROPN
asir-31708	199	31	continues	continue	VERB
asir-31708	199	32	to	to	PART
asir-31708	199	33	be	be	AUX
asir-31708	199	34	maintained	maintain	VERB
asir-31708	199	35	and	and	CCONJ
asir-31708	199	36	the	the	DET
asir-31708	199	37	improvement	improvement	NOUN
asir-31708	199	38	goal	goal	NOUN
asir-31708	199	39	is	be	AUX
asir-31708	199	40	achieved	achieve	VERB
asir-31708	199	41	.	.	PUNCT
asir-31708	200	1	select	select	ADJ
asir-31708	200	2	inversion	inversion	NOUN
asir-31708	200	3	general	general	ADJ
asir-31708	200	4	distance	distance	NOUN
asir-31708	200	5	(	(	PUNCT
asir-31708	200	6	igd	igd	PROPN
asir-31708	200	7	)	)	PUNCT
asir-31708	200	8	to	to	PART
asir-31708	200	9	evaluate	evaluate	VERB
asir-31708	200	10	the	the	DET
asir-31708	200	11	accuracy	accuracy	NOUN
asir-31708	200	12	of	of	ADP
asir-31708	200	13	the	the	DET
asir-31708	200	14	algorithm	algorithm	NOUN
asir-31708	200	15	,	,	PUNCT
asir-31708	200	16	where	where	SCONJ
asir-31708	200	17	the	the	PRON
asir-31708	200	18	higher	high	ADJ
asir-31708	200	19	the	the	DET
asir-31708	200	20	igd	igd	NOUN
asir-31708	200	21	value	value	NOUN
asir-31708	200	22	,	,	PUNCT
asir-31708	200	23	the	the	PRON
asir-31708	200	24	higher	high	ADJ
asir-31708	200	25	the	the	DET
asir-31708	200	26	accuracy	accuracy	NOUN
asir-31708	200	27	of	of	ADP
asir-31708	200	28	the	the	DET
asir-31708	200	29	algorithm	algorithm	NOUN
asir-31708	200	30	.	.	PUNCT
asir-31708	201	1	when	when	SCONJ
asir-31708	201	2	testing	testing	NOUN
asir-31708	201	3	,	,	PUNCT
asir-31708	201	4	select	select	VERB
asir-31708	201	5	3	3	NUM
asir-31708	201	6	and	and	CCONJ
asir-31708	201	7	5	5	NUM
asir-31708	201	8	as	as	ADP
asir-31708	201	9	the	the	DET
asir-31708	201	10	target	target	NOUN
asir-31708	201	11	dimensions	dimension	NOUN
asir-31708	201	12	.	.	PUNCT
asir-31708	202	1	the	the	DET
asir-31708	202	2	number	number	NOUN
asir-31708	202	3	of	of	ADP
asir-31708	202	4	iterations	iteration	NOUN
asir-31708	202	5	of	of	ADP
asir-31708	202	6	the	the	DET
asir-31708	202	7	algorithm	algorithm	NOUN
asir-31708	202	8	is	be	AUX
asir-31708	202	9	set	set	VERB
asir-31708	202	10	to	to	ADP
asir-31708	202	11	400	400	NUM
asir-31708	202	12	,	,	PUNCT
asir-31708	202	13	and	and	CCONJ
asir-31708	202	14	the	the	DET
asir-31708	202	15	average	average	NOUN
asir-31708	202	16	is	be	AUX
asir-31708	202	17	calculated	calculate	VERB
asir-31708	202	18	by	by	ADP
asir-31708	202	19	taking	take	VERB
asir-31708	202	20	30	30	NUM
asir-31708	202	21	iterations	iteration	NOUN
asir-31708	202	22	.	.	PUNCT
asir-31708	203	1	the	the	DET
asir-31708	203	2	results	result	NOUN
asir-31708	203	3	are	be	AUX
asir-31708	203	4	as	as	SCONJ
asir-31708	203	5	follows	follow	VERB
asir-31708	203	6	:	:	PUNCT
asir-31708	203	7	(	(	PUNCT
asir-31708	203	8	a	a	X
asir-31708	203	9	)	)	PUNCT
asir-31708	203	10	dimension	dimension	NOUN
asir-31708	203	11	3	3	NUM
asir-31708	203	12	-	-	PUNCT
asir-31708	203	13	igd	igd	NOUN
asir-31708	203	14	value	value	NOUN
asir-31708	203	15	comparison	comparison	NOUN
asir-31708	203	16	(	(	PUNCT
asir-31708	203	17	b	b	NOUN
asir-31708	203	18	)	)	PUNCT
asir-31708	203	19	dimension	dimension	NOUN
asir-31708	203	20	5	5	NUM
asir-31708	203	21	-	-	PUNCT
asir-31708	203	22	igd	igd	NOUN
asir-31708	203	23	value	value	NOUN
asir-31708	203	24	comparison	comparison	NOUN
asir-31708	203	25	figure	figure	NOUN
asir-31708	203	26	3	3	NUM
asir-31708	203	27	.	.	NOUN
asir-31708	203	28	comparison	comparison	NOUN
asir-31708	203	29	results	result	NOUN
asir-31708	203	30	of	of	ADP
asir-31708	203	31	igd	igd	NOUN
asir-31708	203	32	values	value	NOUN
asir-31708	203	33	figure	figure	VERB
asir-31708	203	34	3	3	NUM
asir-31708	203	35	shows	show	VERB
asir-31708	203	36	that	that	SCONJ
asir-31708	203	37	algorithm	algorithm	PROPN
asir-31708	203	38	m	m	NOUN
asir-31708	203	39	-	-	NOUN
asir-31708	203	40	ikpso	ikpso	PROPN
asir-31708	203	41	has	have	VERB
asir-31708	203	42	a	a	DET
asir-31708	203	43	result	result	NOUN
asir-31708	203	44	closer	close	ADV
asir-31708	203	45	to	to	ADP
asir-31708	203	46	0	0	NUM
asir-31708	203	47	compared	compare	VERB
asir-31708	203	48	to	to	ADP
asir-31708	203	49	pso	pso	NOUN
asir-31708	203	50	,	,	PUNCT
asir-31708	203	51	and	and	CCONJ
asir-31708	203	52	the	the	DET
asir-31708	203	53	difference	difference	NOUN
asir-31708	203	54	between	between	ADP
asir-31708	203	55	the	the	DET
asir-31708	203	56	two	two	NUM
asir-31708	203	57	decreases	decrease	NOUN
asir-31708	203	58	as	as	ADP
asir-31708	203	59	the	the	DET
asir-31708	203	60	dimension	dimension	NOUN
asir-31708	203	61	increases	increase	NOUN
asir-31708	203	62	.	.	PUNCT
asir-31708	204	1	however	however	ADV
asir-31708	204	2	,	,	PUNCT
asir-31708	204	3	the	the	DET
asir-31708	204	4	improved	improved	ADJ
asir-31708	204	5	algorithm	algorithm	NOUN
asir-31708	204	6	still	still	ADV
asir-31708	204	7	maintains	maintain	VERB
asir-31708	204	8	an	an	DET
asir-31708	204	9	advantage	advantage	NOUN
asir-31708	204	10	in	in	ADP
asir-31708	204	11	convergence	convergence	NOUN
asir-31708	204	12	and	and	CCONJ
asir-31708	204	13	first	first	ADV
asir-31708	204	14	reaches	reach	VERB
asir-31708	204	15	the	the	DET
asir-31708	204	16	equilibrium	equilibrium	NOUN
asir-31708	204	17	point	point	NOUN
asir-31708	204	18	.	.	PUNCT
asir-31708	205	1	therefore	therefore	ADV
asir-31708	205	2	,	,	PUNCT
asir-31708	205	3	it	it	PRON
asir-31708	205	4	is	be	AUX
asir-31708	205	5	concluded	conclude	VERB
asir-31708	205	6	that	that	SCONJ
asir-31708	205	7	the	the	DET
asir-31708	205	8	algorithm	algorithm	NOUN
asir-31708	205	9	has	have	VERB
asir-31708	205	10	better	well	ADJ
asir-31708	205	11	accuracy	accuracy	NOUN
asir-31708	205	12	and	and	CCONJ
asir-31708	205	13	convergence	convergence	NOUN
asir-31708	205	14	in	in	ADP
asir-31708	205	15	high	high	ADJ
asir-31708	205	16	dimensions	dimension	NOUN
asir-31708	205	17	.	.	PUNCT
asir-31708	206	1	0	0	NUM
asir-31708	207	1	5	5	NUM
asir-31708	207	2	10	10	NUM
asir-31708	207	3	15	15	NUM
asir-31708	207	4	20	20	NUM
asir-31708	207	5	25	25	NUM
asir-31708	207	6	30	30	NUM
asir-31708	207	7	35	35	NUM
asir-31708	207	8	40	40	NUM
asir-31708	207	9	0	0	NUM
asir-31708	207	10	100	100	NUM
asir-31708	207	11	200	200	NUM
asir-31708	207	12	300	300	NUM
asir-31708	207	13	400	400	NUM
asir-31708	208	1	ig	ig	NOUN
asir-31708	208	2	d	d	NOUN
asir-31708	208	3	number	number	NOUN
asir-31708	208	4	of	of	ADP
asir-31708	208	5	iterations	iteration	NOUN
asir-31708	208	6	m	m	ADJ
asir-31708	208	7	-	-	ADJ
asir-31708	208	8	ikpso	ikpso	ADJ
asir-31708	208	9	pso	pso	NOUN
asir-31708	208	10	0	0	NUM
asir-31708	208	11	5	5	NUM
asir-31708	208	12	10	10	NUM
asir-31708	208	13	15	15	NUM
asir-31708	208	14	20	20	NUM
asir-31708	208	15	25	25	NUM
asir-31708	208	16	30	30	NUM
asir-31708	208	17	35	35	NUM
asir-31708	208	18	40	40	NUM
asir-31708	208	19	45	45	NUM
asir-31708	208	20	50	50	NUM
asir-31708	208	21	0	0	NUM
asir-31708	208	22	100	100	NUM
asir-31708	208	23	200	200	NUM
asir-31708	208	24	300	300	NUM
asir-31708	208	25	400	400	NUM
asir-31708	209	1	ig	ig	NOUN
asir-31708	209	2	d	d	NOUN
asir-31708	209	3	number	number	NOUN
asir-31708	209	4	of	of	ADP
asir-31708	209	5	iterations	iteration	NOUN
asir-31708	209	6	m	m	ADJ
asir-31708	209	7	-	-	ADJ
asir-31708	209	8	ikpso	ikpso	ADJ
asir-31708	209	9	pso	pso	NOUN
asir-31708	209	10	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31708	209	11	applied	apply	VERB
asir-31708	209	12	science	science	NOUN
asir-31708	209	13	and	and	CCONJ
asir-31708	209	14	innovative	innovative	ADJ
asir-31708	209	15	research	research	NOUN
asir-31708	209	16	vol	vol	NOUN
asir-31708	209	17	.	.	PUNCT
asir-31708	210	1	7	7	NUM
asir-31708	210	2	,	,	PUNCT
asir-31708	210	3	no	no	INTJ
asir-31708	210	4	.	.	NOUN
asir-31708	210	5	4	4	NUM
asir-31708	210	6	,	,	PUNCT
asir-31708	210	7	2023	2023	NUM
asir-31708	210	8	32	32	NUM
asir-31708	210	9	published	publish	VERB
asir-31708	210	10	by	by	ADP
asir-31708	210	11	scholink	scholink	PROPN
asir-31708	210	12	inc	inc	PROPN
asir-31708	210	13	.	.	PROPN
asir-31708	210	14	5	5	NUM
asir-31708	211	1	.	.	X
asir-31708	211	2	conclusion	conclusion	NOUN
asir-31708	211	3	this	this	DET
asir-31708	211	4	article	article	NOUN
asir-31708	211	5	proposes	propose	VERB
asir-31708	211	6	an	an	DET
asir-31708	211	7	intelligent	intelligent	ADJ
asir-31708	211	8	optimization	optimization	NOUN
asir-31708	211	9	algorithm	algorithm	NOUN
asir-31708	211	10	(	(	PUNCT
asir-31708	211	11	m	m	NOUN
asir-31708	211	12	-	-	ADJ
asir-31708	211	13	ikpso	ikpso	ADJ
asir-31708	211	14	)	)	PUNCT
asir-31708	211	15	based	base	VERB
asir-31708	211	16	hybrid	hybrid	ADJ
asir-31708	211	17	mode	mode	NOUN
asir-31708	211	18	,	,	PUNCT
asir-31708	211	19	which	which	PRON
asir-31708	211	20	is	be	AUX
asir-31708	211	21	combined	combine	VERB
asir-31708	211	22	with	with	ADP
asir-31708	211	23	the	the	DET
asir-31708	211	24	k	k	NOUN
asir-31708	211	25	-	-	PUNCT
asir-31708	211	26	means	means	NOUN
asir-31708	211	27	algorithm	algorithm	NOUN
asir-31708	211	28	to	to	PART
asir-31708	211	29	effectively	effectively	ADV
asir-31708	211	30	solve	solve	VERB
asir-31708	211	31	the	the	DET
asir-31708	211	32	problem	problem	NOUN
asir-31708	211	33	of	of	ADP
asir-31708	211	34	particles	particle	NOUN
asir-31708	211	35	trapped	trap	VERB
asir-31708	211	36	in	in	ADP
asir-31708	211	37	local	local	ADJ
asir-31708	211	38	optima	optima	NOUN
asir-31708	211	39	.	.	PUNCT
asir-31708	212	1	the	the	DET
asir-31708	212	2	algorithm	algorithm	NOUN
asir-31708	212	3	has	have	VERB
asir-31708	212	4	certain	certain	ADJ
asir-31708	212	5	advantages	advantage	NOUN
asir-31708	212	6	in	in	ADP
asir-31708	212	7	accuracy	accuracy	NOUN
asir-31708	212	8	and	and	CCONJ
asir-31708	212	9	stability	stability	NOUN
asir-31708	212	10	.	.	PUNCT
asir-31708	213	1	in	in	ADP
asir-31708	213	2	traditional	traditional	ADJ
asir-31708	213	3	pso	pso	NOUN
asir-31708	213	4	algorithms	algorithm	NOUN
asir-31708	213	5	,	,	PUNCT
asir-31708	213	6	the	the	DET
asir-31708	213	7	concept	concept	NOUN
asir-31708	213	8	of	of	ADP
asir-31708	213	9	clustering	cluster	VERB
asir-31708	213	10	disturbance	disturbance	NOUN
asir-31708	213	11	is	be	AUX
asir-31708	213	12	introduced	introduce	VERB
asir-31708	213	13	,	,	PUNCT
asir-31708	213	14	which	which	PRON
asir-31708	213	15	timely	timely	ADJ
asir-31708	213	16	disturbances	disturbance	VERB
asir-31708	213	17	particles	particle	NOUN
asir-31708	213	18	when	when	SCONJ
asir-31708	213	19	they	they	PRON
asir-31708	213	20	are	be	AUX
asir-31708	213	21	stationary	stationary	ADJ
asir-31708	213	22	.	.	PUNCT
asir-31708	214	1	at	at	ADP
asir-31708	214	2	the	the	DET
asir-31708	214	3	same	same	ADJ
asir-31708	214	4	time	time	NOUN
asir-31708	214	5	,	,	PUNCT
asir-31708	214	6	k	k	NOUN
asir-31708	214	7	-	-	PUNCT
asir-31708	214	8	means	means	NOUN
asir-31708	214	9	is	be	AUX
asir-31708	214	10	used	use	VERB
asir-31708	214	11	to	to	PART
asir-31708	214	12	recalculate	recalculate	VERB
asir-31708	214	13	the	the	DET
asir-31708	214	14	clustering	clustering	ADJ
asir-31708	214	15	center	center	NOUN
asir-31708	214	16	,	,	PUNCT
asir-31708	214	17	redefine	redefine	VERB
asir-31708	214	18	the	the	DET
asir-31708	214	19	particle	particle	NOUN
asir-31708	214	20	position	position	NOUN
asir-31708	214	21	,	,	PUNCT
asir-31708	214	22	and	and	CCONJ
asir-31708	214	23	quickly	quickly	ADV
asir-31708	214	24	converge	converge	VERB
asir-31708	214	25	.	.	PUNCT
asir-31708	215	1	introducing	introduce	VERB
asir-31708	215	2	chaos	chaos	NOUN
asir-31708	215	3	mechanism	mechanism	NOUN
asir-31708	215	4	to	to	PART
asir-31708	215	5	improve	improve	VERB
asir-31708	215	6	the	the	DET
asir-31708	215	7	global	global	ADJ
asir-31708	215	8	optimization	optimization	NOUN
asir-31708	215	9	ability	ability	NOUN
asir-31708	215	10	of	of	ADP
asir-31708	215	11	particles	particle	NOUN
asir-31708	215	12	,	,	PUNCT
asir-31708	215	13	quantifying	quantify	VERB
asir-31708	215	14	particles	particle	NOUN
asir-31708	215	15	,	,	PUNCT
asir-31708	215	16	adjusting	adjust	VERB
asir-31708	215	17	their	their	PRON
asir-31708	215	18	travel	travel	NOUN
asir-31708	215	19	speed	speed	NOUN
asir-31708	215	20	,	,	PUNCT
asir-31708	215	21	and	and	CCONJ
asir-31708	215	22	ensuring	ensure	VERB
asir-31708	215	23	the	the	DET
asir-31708	215	24	diversity	diversity	NOUN
asir-31708	215	25	of	of	ADP
asir-31708	215	26	solutions	solution	NOUN
asir-31708	215	27	.	.	PUNCT
asir-31708	216	1	experiments	experiment	NOUN
asir-31708	216	2	have	have	AUX
asir-31708	216	3	shown	show	VERB
asir-31708	216	4	that	that	SCONJ
asir-31708	216	5	the	the	DET
asir-31708	216	6	improved	improved	ADJ
asir-31708	216	7	algorithm	algorithm	NOUN
asir-31708	216	8	has	have	AUX
asir-31708	216	9	achieved	achieve	VERB
asir-31708	216	10	significant	significant	ADJ
asir-31708	216	11	improvements	improvement	NOUN
asir-31708	216	12	in	in	ADP
asir-31708	216	13	stability	stability	NOUN
asir-31708	216	14	,	,	PUNCT
asir-31708	216	15	accuracy	accuracy	NOUN
asir-31708	216	16	,	,	PUNCT
asir-31708	216	17	and	and	CCONJ
asir-31708	216	18	convergence	convergence	NOUN
asir-31708	216	19	.	.	PUNCT
asir-31708	217	1	fund	fund	NOUN
asir-31708	217	2	project	project	NOUN
asir-31708	217	3	funded	fund	VERB
asir-31708	217	4	by	by	ADP
asir-31708	217	5	the	the	DET
asir-31708	217	6	2023	2023	NUM
asir-31708	217	7	college	college	NOUN
asir-31708	217	8	student	student	NOUN
asir-31708	217	9	innovation	innovation	NOUN
asir-31708	217	10	and	and	CCONJ
asir-31708	217	11	entrepreneurship	entrepreneurship	NOUN
asir-31708	217	12	training	training	NOUN
asir-31708	217	13	program	program	NOUN
asir-31708	217	14	fund	fund	NOUN
asir-31708	217	15	(	(	PUNCT
asir-31708	217	16	202310146007	202310146007	NUM
asir-31708	217	17	)	)	PUNCT
asir-31708	217	18	references	reference	NOUN
asir-31708	217	19	ahmed	ahme	VERB
asir-31708	217	20	,	,	PUNCT
asir-31708	217	21	m.	m.	PROPN
asir-31708	217	22	k.	k.	PROPN
asir-31708	217	23	,	,	PUNCT
asir-31708	217	24	osman	osman	PROPN
asir-31708	217	25	,	,	PUNCT
asir-31708	217	26	m.	m.	PROPN
asir-31708	217	27	h.	h.	PROPN
asir-31708	217	28	,	,	PUNCT
asir-31708	217	29	&	&	CCONJ
asir-31708	217	30	korovkin	korovkin	PROPN
asir-31708	217	31	,	,	PUNCT
asir-31708	217	32	n.	n.	PROPN
asir-31708	217	33	(	(	PUNCT
asir-31708	217	34	2021	2021	NUM
asir-31708	217	35	)	)	PUNCT
asir-31708	217	36	.	.	PUNCT
asir-31708	218	1	optimal	optimal	ADJ
asir-31708	218	2	reactive	reactive	ADJ
asir-31708	218	3	power	power	NOUN
asir-31708	218	4	dispatch	dispatch	NOUN
asir-31708	218	5	in	in	ADP
asir-31708	218	6	power	power	NOUN
asir-31708	218	7	system	system	NOUN
asir-31708	218	8	comprising	comprise	VERB
asir-31708	218	9	renewable	renewable	ADJ
asir-31708	218	10	energy	energy	NOUN
asir-31708	218	11	sources	source	NOUN
asir-31708	218	12	by	by	ADP
asir-31708	218	13	means	mean	NOUN
asir-31708	218	14	of	of	ADP
asir-31708	218	15	a	a	DET
asir-31708	218	16	multi	multi	ADJ
asir-31708	218	17	-	-	ADJ
asir-31708	218	18	objective	objective	ADJ
asir-31708	218	19	particle	particle	NOUN
asir-31708	218	20	swarm	swarm	NOUN
asir-31708	218	21	algorithm	algorithm	NOUN
asir-31708	218	22	.	.	PUNCT
asir-31708	219	1	materials	material	NOUN
asir-31708	219	2	science	science	NOUN
asir-31708	219	3	.	.	PUNCT
asir-31708	220	1	power	power	NOUN
asir-31708	220	2	engineering	engineering	NOUN
asir-31708	220	3	,	,	PUNCT
asir-31708	220	4	27(115	27(115	INTJ
asir-31708	220	5	)	)	PUNCT
asir-31708	220	6	,	,	PUNCT
asir-31708	220	7	5	5	NUM
asir-31708	220	8	-	-	SYM
asir-31708	220	9	20	20	NUM
asir-31708	220	10	.	.	PUNCT
asir-31708	221	1	badhera	badhera	PROPN
asir-31708	221	2	usha	usha	PROPN
asir-31708	221	3	,	,	PUNCT
asir-31708	221	4	verma	verma	PROPN
asir-31708	221	5	apoorva	apoorva	PROPN
asir-31708	221	6	,	,	PUNCT
asir-31708	221	7	&	&	CCONJ
asir-31708	221	8	nahar	nahar	PROPN
asir-31708	221	9	pooja	pooja	PROPN
asir-31708	221	10	.	.	PUNCT
asir-31708	222	1	(	(	PUNCT
asir-31708	222	2	2022	2022	NUM
asir-31708	222	3	)	)	PUNCT
asir-31708	222	4	.	.	PUNCT
asir-31708	223	1	applicability	applicability	NOUN
asir-31708	223	2	of	of	ADP
asir-31708	223	3	k	k	PROPN
asir-31708	223	4	-	-	PUNCT
asir-31708	223	5	medoids	medoid	NOUN
asir-31708	223	6	and	and	CCONJ
asir-31708	223	7	k	k	NOUN
asir-31708	223	8	-	-	PUNCT
asir-31708	223	9	means	mean	VERB
asir-31708	223	10	algorithms	algorithm	NOUN
asir-31708	223	11	for	for	ADP
asir-31708	223	12	segmenting	segment	VERB
asir-31708	223	13	students	student	NOUN
asir-31708	223	14	based	base	VERB
asir-31708	223	15	on	on	ADP
asir-31708	223	16	their	their	PRON
asir-31708	223	17	scholastic	scholastic	ADJ
asir-31708	223	18	performance	performance	NOUN
asir-31708	223	19	.	.	PUNCT
asir-31708	224	1	journal	journal	NOUN
asir-31708	224	2	of	of	ADP
asir-31708	224	3	statistics	statistic	NOUN
asir-31708	224	4	and	and	CCONJ
asir-31708	224	5	management	management	NOUN
asir-31708	224	6	systems	system	NOUN
asir-31708	224	7	,	,	PUNCT
asir-31708	224	8	25(7	25(7	NUM
asir-31708	224	9	)	)	PUNCT
asir-31708	224	10	,	,	PUNCT
asir-31708	224	11	1621	1621	NUM
asir-31708	224	12	-	-	SYM
asir-31708	224	13	1632	1632	NUM
asir-31708	224	14	.	.	PUNCT
asir-31708	225	1	https://doi.org/10.1080/09720510.2022.2130566	https://doi.org/10.1080/09720510.2022.2130566	PROPN
asir-31708	226	1	kamal	kamal	PROPN
asir-31708	226	2	nor	nor	CCONJ
asir-31708	226	3	ashikin	ashikin	PROPN
asir-31708	226	4	mohamad	mohamad	PROPN
asir-31708	226	5	,	,	PUNCT
asir-31708	226	6	bakar	bakar	PROPN
asir-31708	226	7	azuraliza	azuraliza	PROPN
asir-31708	226	8	abu	abu	PROPN
asir-31708	226	9	,	,	PUNCT
asir-31708	226	10	&	&	CCONJ
asir-31708	226	11	zainudin	zainudin	PROPN
asir-31708	226	12	suhaila	suhaila	PROPN
asir-31708	226	13	.	.	PUNCT
asir-31708	227	1	(	(	PUNCT
asir-31708	227	2	2022	2022	NUM
asir-31708	227	3	)	)	PUNCT
asir-31708	227	4	.	.	PUNCT
asir-31708	228	1	optimization	optimization	NOUN
asir-31708	228	2	of	of	ADP
asir-31708	228	3	discrete	discrete	ADJ
asir-31708	228	4	wavelet	wavelet	NOUN
asir-31708	228	5	transform	transform	NOUN
asir-31708	228	6	feature	feature	NOUN
asir-31708	228	7	representation	representation	NOUN
asir-31708	228	8	and	and	CCONJ
asir-31708	228	9	hierarchical	hierarchical	ADJ
asir-31708	228	10	classification	classification	NOUN
asir-31708	228	11	of	of	ADP
asir-31708	228	12	g	g	NOUN
asir-31708	228	13	-	-	PUNCT
asir-31708	228	14	protein	protein	NOUN
asir-31708	228	15	coupled	couple	VERB
asir-31708	228	16	receptor	receptor	NOUN
asir-31708	228	17	using	use	VERB
asir-31708	228	18	firefly	firefly	NOUN
asir-31708	228	19	algorithm	algorithm	NOUN
asir-31708	228	20	and	and	CCONJ
asir-31708	228	21	particle	particle	NOUN
asir-31708	228	22	swarm	swarm	NOUN
asir-31708	228	23	optimization	optimization	NOUN
asir-31708	228	24	.	.	PUNCT
asir-31708	229	1	applied	apply	VERB
asir-31708	229	2	sciences	science	NOUN
asir-31708	229	3	,	,	PUNCT
asir-31708	229	4	12(23	12(23	NOUN
asir-31708	229	5	)	)	PUNCT
asir-31708	229	6	,	,	PUNCT
asir-31708	229	7	12011	12011	NUM
asir-31708	229	8	-	-	SYM
asir-31708	229	9	12011	12011	NUM
asir-31708	229	10	.	.	PUNCT
asir-31708	230	1	https://doi.org/10.3390/app122312011	https://doi.org/10.3390/app122312011	PRON
asir-31708	230	2	nafiseh	nafiseh	PROPN
asir-31708	230	3	hematpour	hematpour	PROPN
asir-31708	230	4	,	,	PUNCT
asir-31708	230	5	&	&	CCONJ
asir-31708	230	6	sodeif	sodeif	PROPN
asir-31708	230	7	ahadpour	ahadpour	PROPN
asir-31708	230	8	.	.	PUNCT
asir-31708	231	1	(	(	PUNCT
asir-31708	231	2	2020	2020	NUM
asir-31708	231	3	)	)	PUNCT
asir-31708	231	4	.	.	PUNCT
asir-31708	232	1	execution	execution	NOUN
asir-31708	232	2	examination	examination	NOUN
asir-31708	232	3	of	of	ADP
asir-31708	232	4	chaotic	chaotic	ADJ
asir-31708	232	5	s	s	NOUN
asir-31708	232	6	-	-	NOUN
asir-31708	232	7	box	box	NOUN
asir-31708	232	8	dependent	dependent	ADJ
asir-31708	232	9	on	on	ADP
asir-31708	232	10	improved	improved	ADJ
asir-31708	232	11	pso	pso	NOUN
asir-31708	232	12	algorithm	algorithm	NOUN
asir-31708	232	13	.	.	PUNCT
asir-31708	233	1	neural	neural	ADJ
asir-31708	233	2	computing	computing	NOUN
asir-31708	233	3	and	and	CCONJ
asir-31708	233	4	applications	application	NOUN
asir-31708	233	5	,	,	PUNCT
asir-31708	233	6	33(10	33(10	NUM
asir-31708	233	7	)	)	PUNCT
asir-31708	233	8	,	,	PUNCT
asir-31708	233	9	1	1	NUM
asir-31708	233	10	-	-	SYM
asir-31708	233	11	23	23	NUM
asir-31708	233	12	.	.	PUNCT
asir-31708	234	1	https://doi.org/10.1007/s00521-020-05304-9	https://doi.org/10.1007/s00521-020-05304-9	PROPN
asir-31708	234	2	ramesh	ramesh	PROPN
asir-31708	234	3	kumar	kumar	PROPN
asir-31708	234	4	huda	huda	PROPN
asir-31708	234	5	,	,	PUNCT
asir-31708	234	6	&	&	CCONJ
asir-31708	234	7	haider	haider	PROPN
asir-31708	234	8	banka	banka	PROPN
asir-31708	234	9	.	.	PUNCT
asir-31708	235	1	(	(	PUNCT
asir-31708	235	2	2020	2020	NUM
asir-31708	235	3	)	)	PUNCT
asir-31708	235	4	.	.	PUNCT
asir-31708	236	1	a	a	DET
asir-31708	236	2	group	group	NOUN
asir-31708	236	3	evaluation	evaluation	NOUN
asir-31708	236	4	based	base	VERB
asir-31708	236	5	binary	binary	ADJ
asir-31708	236	6	pso	pso	NOUN
asir-31708	236	7	algorithm	algorithm	NOUN
asir-31708	236	8	for	for	ADP
asir-31708	236	9	feature	feature	NOUN
asir-31708	236	10	selection	selection	NOUN
asir-31708	236	11	in	in	ADP
asir-31708	236	12	high	high	ADJ
asir-31708	236	13	dimensional	dimensional	ADJ
asir-31708	236	14	data	datum	NOUN
asir-31708	236	15	.	.	PUNCT
asir-31708	237	1	evolutionary	evolutionary	ADJ
asir-31708	237	2	intelligence	intelligence	NOUN
asir-31708	237	3	,	,	PUNCT
asir-31708	237	4	14(4	14(4	NUM
asir-31708	237	5	)	)	PUNCT
asir-31708	237	6	,	,	PUNCT
asir-31708	237	7	1	1	NUM
asir-31708	237	8	-	-	SYM
asir-31708	237	9	15	15	NUM
asir-31708	237	10	.	.	PUNCT
asir-31708	238	1	https://doi.org/10.1007/s12065-020-00482-w	https://doi.org/10.1007/s12065-020-00482-w	PROPN
asir-31708	238	2	ramesh	ramesh	PROPN
asir-31708	238	3	,	,	PUNCT
asir-31708	238	4	m.	m.	NOUN
asir-31708	238	5	,	,	PUNCT
asir-31708	238	6	sundararaman	sundararaman	NOUN
asir-31708	238	7	,	,	PUNCT
asir-31708	238	8	k.	k.	PROPN
asir-31708	238	9	a.	a.	PROPN
asir-31708	238	10	,	,	PUNCT
asir-31708	238	11	sabareeswaran	sabareeswaran	NOUN
asir-31708	238	12	,	,	PUNCT
asir-31708	238	13	m.	m.	NOUN
asir-31708	238	14	,	,	PUNCT
asir-31708	238	15	&	&	CCONJ
asir-31708	238	16	srinivasan	srinivasan	PROPN
asir-31708	238	17	,	,	PUNCT
asir-31708	238	18	r.	r.	PROPN
asir-31708	238	19	(	(	PUNCT
asir-31708	238	20	2022	2022	NUM
asir-31708	238	21	)	)	PUNCT
asir-31708	238	22	.	.	PUNCT
asir-31708	239	1	development	development	NOUN
asir-31708	239	2	of	of	ADP
asir-31708	239	3	hybrid	hybrid	ADJ
asir-31708	239	4	artificial	artificial	ADJ
asir-31708	239	5	neural	neural	ADJ
asir-31708	239	6	network	network	NOUN
asir-31708	239	7	–	–	PUNCT
asir-31708	239	8	particle	particle	NOUN
asir-31708	239	9	swarm	swarm	NOUN
asir-31708	239	10	optimization	optimization	NOUN
asir-31708	239	11	model	model	NOUN
asir-31708	239	12	and	and	CCONJ
asir-31708	239	13	comparison	comparison	NOUN
asir-31708	239	14	of	of	ADP
asir-31708	239	15	genetic	genetic	ADJ
asir-31708	239	16	and	and	CCONJ
asir-31708	239	17	particle	particle	NOUN
asir-31708	239	18	swarm	swarm	NOUN
asir-31708	239	19	algorithms	algorithm	NOUN
asir-31708	239	20	for	for	ADP
asir-31708	239	21	optimization	optimization	NOUN
asir-31708	239	22	of	of	ADP
asir-31708	239	23	machining	machine	VERB
asir-31708	239	24	fixture	fixture	NOUN
asir-31708	239	25	layout	layout	NOUN
asir-31708	239	26	.	.	PUNCT
asir-31708	240	1	international	international	ADJ
asir-31708	240	2	journal	journal	PROPN
asir-31708	240	3	of	of	ADP
asir-31708	240	4	precision	precision	NOUN
asir-31708	240	5	engineering	engineering	NOUN
asir-31708	240	6	and	and	CCONJ
asir-31708	240	7	manufacturing	manufacturing	NOUN
asir-31708	240	8	,	,	PUNCT
asir-31708	240	9	23(12	23(12	NUM
asir-31708	240	10	)	)	PUNCT
asir-31708	240	11	,	,	PUNCT
asir-31708	240	12	1411	1411	NUM
asir-31708	240	13	-	-	SYM
asir-31708	240	14	1430	1430	NUM
asir-31708	240	15	.	.	PUNCT
asir-31708	241	1	https://doi.org/10.1007/s12541-022-00698-z	https://doi.org/10.1007/s12541-022-00698-z	PROPN
asir-31708	241	2	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-31708	241	3	applied	apply	VERB
asir-31708	241	4	science	science	NOUN
asir-31708	241	5	and	and	CCONJ
asir-31708	241	6	innovative	innovative	ADJ
asir-31708	241	7	research	research	NOUN
asir-31708	241	8	vol	vol	NOUN
asir-31708	241	9	.	.	PUNCT
asir-31708	242	1	7	7	NUM
asir-31708	242	2	,	,	PUNCT
asir-31708	242	3	no	no	INTJ
asir-31708	242	4	.	.	NOUN
asir-31708	242	5	4	4	NUM
asir-31708	242	6	,	,	PUNCT
asir-31708	242	7	2023	2023	NUM
asir-31708	242	8	33	33	NUM
asir-31708	242	9	published	publish	VERB
asir-31708	242	10	by	by	ADP
asir-31708	242	11	scholink	scholink	PROPN
asir-31708	242	12	inc	inc	PROPN
asir-31708	242	13	.	.	PROPN
asir-31708	242	14	shrifan	shrifan	PROPN
asir-31708	242	15	nawaf	nawaf	PROPN
asir-31708	242	16	h.m.m	h.m.m	PROPN
asir-31708	242	17	.	.	PROPN
asir-31708	242	18	,	,	PUNCT
asir-31708	242	19	akbar	akbar	PROPN
asir-31708	242	20	muhammad	muhammad	PROPN
asir-31708	242	21	f.	f.	PROPN
asir-31708	242	22	,	,	PUNCT
asir-31708	242	23	&	&	CCONJ
asir-31708	242	24	isa	isa	PROPN
asir-31708	242	25	nor	nor	CCONJ
asir-31708	242	26	ashidi	ashidi	NOUN
asir-31708	242	27	mat	mat	NOUN
asir-31708	242	28	.	.	PUNCT
asir-31708	243	1	(	(	PUNCT
asir-31708	243	2	2022	2022	NUM
asir-31708	243	3	)	)	PUNCT
asir-31708	243	4	.	.	PUNCT
asir-31708	244	1	an	an	DET
asir-31708	244	2	adaptive	adaptive	ADJ
asir-31708	244	3	outlier	outlier	NOUN
asir-31708	244	4	removal	removal	NOUN
asir-31708	244	5	aided	aid	VERB
asir-31708	244	6	k	k	ADJ
asir-31708	244	7	-	-	PUNCT
asir-31708	244	8	means	mean	VERB
asir-31708	244	9	clustering	clustering	ADJ
asir-31708	244	10	algorithm	algorithm	NOUN
asir-31708	244	11	.	.	PUNCT
asir-31708	245	1	journal	journal	PROPN
asir-31708	245	2	of	of	ADP
asir-31708	245	3	king	king	PROPN
asir-31708	245	4	saud	saud	PROPN
asir-31708	245	5	university	university	PROPN
asir-31708	245	6	computer	computer	NOUN
asir-31708	245	7	and	and	CCONJ
asir-31708	245	8	information	information	NOUN
asir-31708	245	9	sciences	science	NOUN
asir-31708	245	10	,	,	PUNCT
asir-31708	245	11	34(8	34(8	NUM
asir-31708	245	12	)	)	PUNCT
asir-31708	245	13	,	,	PUNCT
asir-31708	245	14	6365	6365	NUM
asir-31708	245	15	-	-	SYM
asir-31708	245	16	6376	6376	NUM
asir-31708	245	17	.	.	PUNCT
asir-31708	246	1	https://doi.org/10.1016/j.jksuci.2021.07.003	https://doi.org/10.1016/j.jksuci.2021.07.003	PROPN
asir-31708	246	2	yang	yang	PROPN
asir-31708	246	3	,	,	PUNCT
asir-31708	246	4	d.	d.	PROPN
asir-31708	246	5	q.	q.	PROPN
asir-31708	246	6	(	(	PUNCT
asir-31708	246	7	2022	2022	NUM
asir-31708	246	8	)	)	PUNCT
asir-31708	246	9	.	.	PUNCT
asir-31708	247	1	an	an	DET
asir-31708	247	2	improved	improve	VERB
asir-31708	247	3	particle	particle	NOUN
asir-31708	247	4	swarm	swarm	NOUN
asir-31708	247	5	optimization	optimization	NOUN
asir-31708	247	6	algorithm	algorithm	NOUN
asir-31708	247	7	for	for	ADP
asir-31708	247	8	parameter	parameter	NOUN
asir-31708	247	9	optimization	optimization	NOUN
asir-31708	247	10	.	.	PUNCT
asir-31708	248	1	computer	computer	NOUN
asir-31708	248	2	informatization	informatization	NOUN
asir-31708	248	3	and	and	CCONJ
asir-31708	248	4	mechanical	mechanical	ADJ
asir-31708	248	5	system	system	NOUN
asir-31708	248	6	,	,	PUNCT
asir-31708	248	7	5(4	5(4	NUM
asir-31708	248	8	)	)	PUNCT
asir-31708	248	9	,	,	PUNCT
asir-31708	248	10	35	35	NUM
asir-31708	248	11	-	-	SYM
asir-31708	248	12	38	38	NUM
asir-31708	248	13	.	.	PUNCT