id	sid	tid	token	lemma	pos
easat-1441	1	1	edelweiss	edelweiss	PROPN
easat-1441	1	2	applied	apply	VERB
easat-1441	1	3	science	science	NOUN
easat-1441	1	4	and	and	CCONJ
easat-1441	1	5	technology	technology	NOUN
easat-1441	1	6	issn	issn	PROPN
easat-1441	1	7	:	:	PUNCT
easat-1441	1	8	2576	2576	NUM
easat-1441	1	9	-	-	SYM
easat-1441	1	10	8484	8484	NUM
easat-1441	1	11	vol	vol	NOUN
easat-1441	1	12	.	.	PROPN
easat-1441	1	13	8	8	NUM
easat-1441	1	14	,	,	PUNCT
easat-1441	1	15	no	no	INTJ
easat-1441	1	16	.	.	NOUN
easat-1441	1	17	4	4	NUM
easat-1441	1	18	,	,	PUNCT
easat-1441	1	19	656	656	NUM
easat-1441	1	20	-	-	SYM
easat-1441	1	21	672	672	NUM
easat-1441	1	22	2024	2024	NUM
easat-1441	1	23	publisher	publisher	NOUN
easat-1441	1	24	:	:	PUNCT
easat-1441	1	25	learning	learn	VERB
easat-1441	1	26	gate	gate	NOUN
easat-1441	1	27	doi	doi	PROPN
easat-1441	1	28	:	:	PUNCT
easat-1441	1	29	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	1	30	©	©	NOUN
easat-1441	1	31	2024	2024	NUM
easat-1441	1	32	by	by	ADP
easat-1441	1	33	the	the	DET
easat-1441	1	34	authors	author	NOUN
easat-1441	1	35	;	;	PUNCT
easat-1441	1	36	licensee	licensee	PROPN
easat-1441	1	37	learning	learning	NOUN
easat-1441	1	38	gate	gate	NOUN
easat-1441	1	39	©	©	PROPN
easat-1441	1	40	2024	2024	NUM
easat-1441	1	41	by	by	ADP
easat-1441	1	42	the	the	DET
easat-1441	1	43	authors	author	NOUN
easat-1441	1	44	;	;	PUNCT
easat-1441	1	45	licensee	licensee	PROPN
easat-1441	1	46	learning	learn	VERB
easat-1441	1	47	gate	gate	NOUN
easat-1441	1	48	*	*	PUNCT
easat-1441	1	49	correspondence	correspondence	NOUN
easat-1441	1	50	:	:	PUNCT
easat-1441	1	51	shamizan@unimas.my	shamizan@unimas.my	PROPN
easat-1441	1	52	revolutionizing	revolutionize	VERB
easat-1441	1	53	crowd	crowd	NOUN
easat-1441	1	54	safety	safety	NOUN
easat-1441	1	55	:	:	PUNCT
easat-1441	1	56	a	a	DET
easat-1441	1	57	breakthrough	breakthrough	ADJ
easat-1441	1	58	hybrid	hybrid	ADJ
easat-1441	1	59	whale	whale	NOUN
easat-1441	1	60	-	-	PUNCT
easat-1441	1	61	bat	bat	NOUN
easat-1441	1	62	chaotic	chaotic	ADJ
easat-1441	1	63	algorithm	algorithm	NOUN
easat-1441	1	64	(	(	PUNCT
easat-1441	1	65	woabcm	woabcm	NOUN
easat-1441	1	66	)	)	PUNCT
easat-1441	1	67	for	for	ADP
easat-1441	1	68	optimized	optimize	VERB
easat-1441	1	69	evacuation	evacuation	NOUN
easat-1441	1	70	simulations	simulation	NOUN
easat-1441	1	71	hamizan	hamizan	NOUN
easat-1441	1	72	sharbini1	sharbini1	PROPN
easat-1441	1	73	*	*	PROPN
easat-1441	1	74	,	,	PUNCT
easat-1441	1	75	mohamad	mohamad	PROPN
easat-1441	1	76	shukor	shukor	PROPN
easat-1441	1	77	talib2	talib2	PROPN
easat-1441	1	78	,	,	PUNCT
easat-1441	1	79	noorfa	noorfa	NOUN
easat-1441	1	80	haszlinna3	haszlinna3	NOUN
easat-1441	1	81	,	,	PUNCT
easat-1441	1	82	habibollah	habibollah	ADJ
easat-1441	1	83	haron4	haron4	VERB
easat-1441	1	84	1faculty	1faculty	NUM
easat-1441	1	85	of	of	ADP
easat-1441	1	86	computer	computer	NOUN
easat-1441	1	87	science	science	NOUN
easat-1441	1	88	and	and	CCONJ
easat-1441	1	89	information	information	NOUN
easat-1441	1	90	technology	technology	NOUN
easat-1441	1	91	,	,	PUNCT
easat-1441	1	92	unimas	unimas	PROPN
easat-1441	1	93	,	,	PUNCT
easat-1441	1	94	kota	kota	PROPN
easat-1441	1	95	samarahan	samarahan	PROPN
easat-1441	1	96	,	,	PUNCT
easat-1441	1	97	94300	94300	NUM
easat-1441	1	98	sarawak	sarawak	NOUN
easat-1441	1	99	,	,	PUNCT
easat-1441	1	100	malaysia	malaysia	PROPN
easat-1441	1	101	;	;	PUNCT
easat-1441	1	102	shamizan@unimas.my	shamizan@unimas.my	PROPN
easat-1441	1	103	(	(	PUNCT
easat-1441	1	104	h.s	h.s	PROPN
easat-1441	1	105	.	.	PROPN
easat-1441	1	106	)	)	PUNCT
easat-1441	1	107	.	.	PUNCT
easat-1441	2	1	1,2	1,2	NUM
easat-1441	2	2	faculty	faculty	NOUN
easat-1441	2	3	of	of	ADP
easat-1441	2	4	computing	computing	NOUN
easat-1441	2	5	,	,	PUNCT
easat-1441	2	6	universiti	universiti	PROPN
easat-1441	2	7	teknologi	teknologi	PROPN
easat-1441	2	8	malaysia	malaysia	PROPN
easat-1441	2	9	,	,	PUNCT
easat-1441	2	10	81310	81310	NUM
easat-1441	2	11	johor	johor	PROPN
easat-1441	2	12	,	,	PUNCT
easat-1441	2	13	malaysia	malaysia	PROPN
easat-1441	2	14	.	.	PUNCT
easat-1441	3	1	abstract	abstract	PROPN
easat-1441	3	2	:	:	PUNCT
easat-1441	3	3	the	the	DET
easat-1441	3	4	whale	whale	NOUN
easat-1441	3	5	-	-	PUNCT
easat-1441	3	6	bat	bat	NOUN
easat-1441	3	7	chaotic	chaotic	ADJ
easat-1441	3	8	algorithm	algorithm	NOUN
easat-1441	3	9	(	(	PUNCT
easat-1441	3	10	woabcm	woabcm	NOUN
easat-1441	3	11	)	)	PUNCT
easat-1441	3	12	is	be	AUX
easat-1441	3	13	a	a	DET
easat-1441	3	14	revolutionary	revolutionary	ADJ
easat-1441	3	15	tool	tool	NOUN
easat-1441	3	16	for	for	ADP
easat-1441	3	17	optimizing	optimize	VERB
easat-1441	3	18	pathfinding	pathfinding	NOUN
easat-1441	3	19	navigation	navigation	NOUN
easat-1441	3	20	in	in	ADP
easat-1441	3	21	crowd	crowd	NOUN
easat-1441	3	22	evacuation	evacuation	NOUN
easat-1441	3	23	scenarios	scenario	NOUN
easat-1441	3	24	.	.	PUNCT
easat-1441	4	1	conventional	conventional	ADJ
easat-1441	4	2	evacuation	evacuation	NOUN
easat-1441	4	3	plans	plan	NOUN
easat-1441	4	4	rely	rely	VERB
easat-1441	4	5	on	on	ADP
easat-1441	4	6	static	static	ADJ
easat-1441	4	7	routes	route	NOUN
easat-1441	4	8	,	,	PUNCT
easat-1441	4	9	causing	cause	VERB
easat-1441	4	10	traffic	traffic	NOUN
easat-1441	4	11	jams	jam	NOUN
easat-1441	4	12	and	and	CCONJ
easat-1441	4	13	decreased	decrease	VERB
easat-1441	4	14	safety	safety	NOUN
easat-1441	4	15	.	.	PUNCT
easat-1441	5	1	woabcm	woabcm	NOUN
easat-1441	5	2	uses	use	VERB
easat-1441	5	3	the	the	DET
easat-1441	5	4	erratic	erratic	ADJ
easat-1441	5	5	behavior	behavior	NOUN
easat-1441	5	6	of	of	ADP
easat-1441	5	7	whales	whale	NOUN
easat-1441	5	8	and	and	CCONJ
easat-1441	5	9	bats	bat	NOUN
easat-1441	5	10	to	to	PART
easat-1441	5	11	optimize	optimize	VERB
easat-1441	5	12	escape	escape	NOUN
easat-1441	5	13	routes	route	NOUN
easat-1441	5	14	in	in	ADP
easat-1441	5	15	real	real	ADJ
easat-1441	5	16	time	time	NOUN
easat-1441	5	17	,	,	PUNCT
easat-1441	5	18	making	make	VERB
easat-1441	5	19	it	it	PRON
easat-1441	5	20	particularly	particularly	ADV
easat-1441	5	21	useful	useful	ADJ
easat-1441	5	22	in	in	ADP
easat-1441	5	23	large	large	ADJ
easat-1441	5	24	crowd	crowd	NOUN
easat-1441	5	25	evacuations	evacuation	NOUN
easat-1441	5	26	.	.	PUNCT
easat-1441	6	1	the	the	DET
easat-1441	6	2	algorithm	algorithm	NOUN
easat-1441	6	3	can	can	AUX
easat-1441	6	4	adapt	adapt	VERB
easat-1441	6	5	to	to	ADP
easat-1441	6	6	different	different	ADJ
easat-1441	6	7	scenarios	scenario	NOUN
easat-1441	6	8	,	,	PUNCT
easat-1441	6	9	ensuring	ensure	VERB
easat-1441	6	10	its	its	PRON
easat-1441	6	11	continued	continue	VERB
easat-1441	6	12	efficacy	efficacy	NOUN
easat-1441	6	13	across	across	ADP
easat-1441	6	14	real	real	ADJ
easat-1441	6	15	-	-	PUNCT
easat-1441	6	16	world	world	NOUN
easat-1441	6	17	conditions	condition	NOUN
easat-1441	6	18	.	.	PUNCT
easat-1441	7	1	iteratively	iteratively	ADV
easat-1441	7	2	iterating	iterate	VERB
easat-1441	7	3	through	through	ADP
easat-1441	7	4	the	the	DET
easat-1441	7	5	evacuation	evacuation	NOUN
easat-1441	7	6	environment	environment	NOUN
easat-1441	7	7	,	,	PUNCT
easat-1441	7	8	woabcm	woabcm	PROPN
easat-1441	7	9	iteratively	iteratively	ADV
easat-1441	7	10	finds	find	VERB
easat-1441	7	11	the	the	DET
easat-1441	7	12	most	most	ADV
easat-1441	7	13	effective	effective	ADJ
easat-1441	7	14	ways	way	NOUN
easat-1441	7	15	for	for	SCONJ
easat-1441	7	16	agents	agent	NOUN
easat-1441	7	17	to	to	PART
easat-1441	7	18	reach	reach	VERB
easat-1441	7	19	exits	exit	NOUN
easat-1441	7	20	.	.	PUNCT
easat-1441	8	1	in	in	ADP
easat-1441	8	2	this	this	DET
easat-1441	8	3	experiment	experiment	NOUN
easat-1441	8	4	,	,	PUNCT
easat-1441	8	5	the	the	DET
easat-1441	8	6	results	result	NOUN
easat-1441	8	7	show	show	VERB
easat-1441	8	8	notable	notable	ADJ
easat-1441	8	9	improvements	improvement	NOUN
easat-1441	8	10	in	in	ADP
easat-1441	8	11	evacuation	evacuation	NOUN
easat-1441	8	12	times	time	NOUN
easat-1441	8	13	,	,	PUNCT
easat-1441	8	14	with	with	ADP
easat-1441	8	15	woabcm	woabcm	NOUN
easat-1441	8	16	determining	determine	VERB
easat-1441	8	17	and	and	CCONJ
easat-1441	8	18	directing	direct	VERB
easat-1441	8	19	agents	agent	NOUN
easat-1441	8	20	through	through	ADP
easat-1441	8	21	the	the	DET
easat-1441	8	22	shortest	short	ADJ
easat-1441	8	23	and	and	CCONJ
easat-1441	8	24	least	least	ADV
easat-1441	8	25	crowded	crowded	ADJ
easat-1441	8	26	paths	path	NOUN
easat-1441	8	27	in	in	ADP
easat-1441	8	28	a	a	DET
easat-1441	8	29	room	room	NOUN
easat-1441	8	30	setting	set	VERB
easat-1441	8	31	and	and	CCONJ
easat-1441	8	32	assigning	assign	VERB
easat-1441	8	33	agents	agent	NOUN
easat-1441	8	34	to	to	PART
easat-1441	8	35	exits	exit	VERB
easat-1441	8	36	in	in	ADP
easat-1441	8	37	more	more	ADV
easat-1441	8	38	complicated	complicated	ADJ
easat-1441	8	39	scenarios	scenario	NOUN
easat-1441	8	40	.	.	PUNCT
easat-1441	9	1	the	the	DET
easat-1441	9	2	algorithm	algorithm	NOUN
easat-1441	9	3	's	's	PART
easat-1441	9	4	flexibility	flexibility	NOUN
easat-1441	9	5	also	also	ADV
easat-1441	9	6	allows	allow	VERB
easat-1441	9	7	it	it	PRON
easat-1441	9	8	to	to	PART
easat-1441	9	9	swiftly	swiftly	ADV
easat-1441	9	10	recompute	recompute	VERB
easat-1441	9	11	pathways	pathway	NOUN
easat-1441	9	12	for	for	ADP
easat-1441	9	13	agents	agent	NOUN
easat-1441	9	14	,	,	PUNCT
easat-1441	9	15	avoiding	avoid	VERB
easat-1441	9	16	obstructions	obstruction	NOUN
easat-1441	9	17	or	or	CCONJ
easat-1441	9	18	congestion	congestion	NOUN
easat-1441	9	19	points	point	NOUN
easat-1441	9	20	.	.	PUNCT
easat-1441	10	1	this	this	DET
easat-1441	10	2	groundbreaking	groundbreake	VERB
easat-1441	10	3	approach	approach	NOUN
easat-1441	10	4	to	to	PART
easat-1441	10	5	crowd	crowd	VERB
easat-1441	10	6	evacuation	evacuation	NOUN
easat-1441	10	7	simulation	simulation	NOUN
easat-1441	10	8	demonstrates	demonstrate	VERB
easat-1441	10	9	how	how	SCONJ
easat-1441	10	10	chaos	chaos	NOUN
easat-1441	10	11	theoryinspired	theoryinspire	VERB
easat-1441	10	12	algorithms	algorithm	NOUN
easat-1441	10	13	can	can	AUX
easat-1441	10	14	be	be	AUX
easat-1441	10	15	used	use	VERB
easat-1441	10	16	to	to	PART
easat-1441	10	17	solve	solve	VERB
easat-1441	10	18	practical	practical	ADJ
easat-1441	10	19	problems	problem	NOUN
easat-1441	10	20	keywords	keyword	NOUN
easat-1441	10	21	:	:	PUNCT
easat-1441	10	22	crowd	crowd	NOUN
easat-1441	10	23	evacuation	evacuation	PROPN
easat-1441	10	24	simulation	simulation	PROPN
easat-1441	10	25	,	,	PUNCT
easat-1441	10	26	hybrid	hybrid	ADJ
easat-1441	10	27	woabcm	woabcm	NOUN
easat-1441	10	28	,	,	PUNCT
easat-1441	10	29	optimization	optimization	NOUN
easat-1441	10	30	,	,	PUNCT
easat-1441	10	31	room	room	NOUN
easat-1441	10	32	simulation	simulation	NOUN
easat-1441	10	33	,	,	PUNCT
easat-1441	10	34	safety	safety	NOUN
easat-1441	10	35	egress	egress	NOUN
easat-1441	10	36	.	.	PUNCT
easat-1441	11	1	1	1	X
easat-1441	11	2	.	.	X
easat-1441	11	3	introduction	introduction	NOUN
easat-1441	11	4	in	in	ADP
easat-1441	11	5	modern	modern	ADJ
easat-1441	11	6	urban	urban	ADJ
easat-1441	11	7	environments	environment	NOUN
easat-1441	11	8	and	and	CCONJ
easat-1441	11	9	public	public	ADJ
easat-1441	11	10	spaces	space	NOUN
easat-1441	11	11	,	,	PUNCT
easat-1441	11	12	ensuring	ensure	VERB
easat-1441	11	13	the	the	DET
easat-1441	11	14	safety	safety	NOUN
easat-1441	11	15	of	of	ADP
easat-1441	11	16	individuals	individual	NOUN
easat-1441	11	17	during	during	ADP
easat-1441	11	18	emergencies	emergency	NOUN
easat-1441	11	19	is	be	AUX
easat-1441	11	20	of	of	ADP
easat-1441	11	21	paramount	paramount	ADJ
easat-1441	11	22	importance	importance	NOUN
easat-1441	11	23	.	.	PUNCT
easat-1441	12	1	crowd	crowd	NOUN
easat-1441	12	2	evacuation	evacuation	NOUN
easat-1441	12	3	simulations	simulation	NOUN
easat-1441	12	4	serve	serve	VERB
easat-1441	12	5	as	as	ADP
easat-1441	12	6	crucial	crucial	ADJ
easat-1441	12	7	tools	tool	NOUN
easat-1441	12	8	for	for	ADP
easat-1441	12	9	understanding	understanding	NOUN
easat-1441	12	10	and	and	CCONJ
easat-1441	12	11	improving	improve	VERB
easat-1441	12	12	the	the	DET
easat-1441	12	13	dynamics	dynamic	NOUN
easat-1441	12	14	of	of	ADP
easat-1441	12	15	human	human	ADJ
easat-1441	12	16	movement	movement	NOUN
easat-1441	12	17	during	during	ADP
easat-1441	12	18	evacuation	evacuation	NOUN
easat-1441	12	19	scenarios	scenario	NOUN
easat-1441	12	20	suggested	suggest	VERB
easat-1441	12	21	by	by	ADP
easat-1441	12	22	several	several	ADJ
easat-1441	12	23	authors	author	NOUN
easat-1441	12	24	[	[	X
easat-1441	12	25	1,2	1,2	NUM
easat-1441	12	26	]	]	PUNCT
easat-1441	12	27	.	.	PUNCT
easat-1441	13	1	these	these	DET
easat-1441	13	2	simulations	simulation	NOUN
easat-1441	13	3	enable	enable	VERB
easat-1441	13	4	researchers	researcher	NOUN
easat-1441	13	5	,	,	PUNCT
easat-1441	13	6	architects	architect	NOUN
easat-1441	13	7	,	,	PUNCT
easat-1441	13	8	and	and	CCONJ
easat-1441	13	9	emergency	emergency	NOUN
easat-1441	13	10	planners	planner	NOUN
easat-1441	13	11	to	to	PART
easat-1441	13	12	explore	explore	VERB
easat-1441	13	13	and	and	CCONJ
easat-1441	13	14	assess	assess	VERB
easat-1441	13	15	different	different	ADJ
easat-1441	13	16	evacuation	evacuation	NOUN
easat-1441	13	17	strategies	strategy	NOUN
easat-1441	13	18	,	,	PUNCT
easat-1441	13	19	leading	lead	VERB
easat-1441	13	20	to	to	ADP
easat-1441	13	21	the	the	DET
easat-1441	13	22	design	design	NOUN
easat-1441	13	23	of	of	ADP
easat-1441	13	24	more	more	ADV
easat-1441	13	25	effective	effective	ADJ
easat-1441	13	26	and	and	CCONJ
easat-1441	13	27	efficient	efficient	ADJ
easat-1441	13	28	evacuation	evacuation	NOUN
easat-1441	13	29	plans	plan	NOUN
easat-1441	13	30	by	by	ADP
easat-1441	13	31	several	several	ADJ
easat-1441	13	32	authors	author	NOUN
easat-1441	13	33	,	,	PUNCT
easat-1441	13	34	[	[	X
easat-1441	13	35	3,4	3,4	NUM
easat-1441	13	36	,	,	PUNCT
easat-1441	13	37	]	]	PUNCT
easat-1441	13	38	.	.	PUNCT
easat-1441	14	1	as	as	SCONJ
easat-1441	14	2	the	the	DET
easat-1441	14	3	world	world	NOUN
easat-1441	14	4	becomes	become	VERB
easat-1441	14	5	more	more	ADV
easat-1441	14	6	densely	densely	ADV
easat-1441	14	7	populated	populated	ADJ
easat-1441	14	8	and	and	CCONJ
easat-1441	14	9	complex	complex	ADJ
easat-1441	14	10	,	,	PUNCT
easat-1441	14	11	optimizing	optimize	VERB
easat-1441	14	12	crowd	crowd	NOUN
easat-1441	14	13	evacuation	evacuation	NOUN
easat-1441	14	14	simulations	simulation	NOUN
easat-1441	14	15	has	have	AUX
easat-1441	14	16	become	become	VERB
easat-1441	14	17	a	a	DET
easat-1441	14	18	vital	vital	ADJ
easat-1441	14	19	endeavour	endeavour	NOUN
easat-1441	14	20	[	[	X
easat-1441	14	21	5	5	NUM
easat-1441	14	22	]	]	PUNCT
easat-1441	14	23	.	.	PUNCT
easat-1441	15	1	optimization	optimization	NOUN
easat-1441	15	2	algorithms	algorithm	NOUN
easat-1441	15	3	offer	offer	VERB
easat-1441	15	4	a	a	DET
easat-1441	15	5	sophisticated	sophisticated	ADJ
easat-1441	15	6	approach	approach	NOUN
easat-1441	15	7	to	to	ADP
easat-1441	15	8	enhancing	enhance	VERB
easat-1441	15	9	crowd	crowd	NOUN
easat-1441	15	10	evacuation	evacuation	NOUN
easat-1441	15	11	simulations	simulation	NOUN
easat-1441	15	12	.	.	PUNCT
easat-1441	16	1	by	by	ADP
easat-1441	16	2	integrating	integrate	VERB
easat-1441	16	3	these	these	DET
easat-1441	16	4	algorithms	algorithm	NOUN
easat-1441	16	5	,	,	PUNCT
easat-1441	16	6	we	we	PRON
easat-1441	16	7	can	can	AUX
easat-1441	16	8	systematically	systematically	ADV
easat-1441	16	9	fine	fine	ADJ
easat-1441	16	10	-	-	PUNCT
easat-1441	16	11	tune	tune	NOUN
easat-1441	16	12	various	various	ADJ
easat-1441	16	13	parameters	parameter	NOUN
easat-1441	16	14	and	and	CCONJ
easat-1441	16	15	variables	variable	NOUN
easat-1441	16	16	to	to	PART
easat-1441	16	17	achieve	achieve	VERB
easat-1441	16	18	improved	improved	ADJ
easat-1441	16	19	evacuation	evacuation	NOUN
easat-1441	16	20	outcomes	outcome	NOUN
easat-1441	17	1	[	[	X
easat-1441	17	2	6	6	NUM
easat-1441	17	3	]	]	PUNCT
easat-1441	17	4	.	.	PUNCT
easat-1441	18	1	the	the	DET
easat-1441	18	2	optimization	optimization	NOUN
easat-1441	18	3	process	process	NOUN
easat-1441	18	4	aims	aim	VERB
easat-1441	18	5	to	to	PART
easat-1441	18	6	minimize	minimize	VERB
easat-1441	18	7	evacuation	evacuation	NOUN
easat-1441	18	8	time	time	NOUN
easat-1441	18	9	,	,	PUNCT
easat-1441	18	10	reduce	reduce	VERB
easat-1441	18	11	congestion	congestion	NOUN
easat-1441	18	12	at	at	ADP
easat-1441	18	13	exit	exit	NOUN
easat-1441	18	14	points	point	NOUN
easat-1441	18	15	,	,	PUNCT
easat-1441	18	16	and	and	CCONJ
easat-1441	18	17	enhance	enhance	VERB
easat-1441	18	18	overall	overall	ADJ
easat-1441	18	19	safety	safety	NOUN
easat-1441	18	20	.	.	PUNCT
easat-1441	19	1	among	among	ADP
easat-1441	19	2	the	the	DET
easat-1441	19	3	spectrum	spectrum	NOUN
easat-1441	19	4	of	of	ADP
easat-1441	19	5	optimization	optimization	NOUN
easat-1441	19	6	algorithms	algorithm	NOUN
easat-1441	19	7	,	,	PUNCT
easat-1441	19	8	the	the	DET
easat-1441	19	9	whale	whale	NOUN
easat-1441	19	10	optimization	optimization	NOUN
easat-1441	19	11	algorithm	algorithm	NOUN
easat-1441	19	12	with	with	ADP
easat-1441	19	13	bat	bat	NOUN
easat-1441	19	14	chaotic	chaotic	ADJ
easat-1441	19	15	optimization	optimization	NOUN
easat-1441	19	16	(	(	PUNCT
easat-1441	19	17	woabcm	woabcm	NOUN
easat-1441	19	18	)	)	PUNCT
easat-1441	19	19	stands	stand	VERB
easat-1441	19	20	out	out	ADP
easat-1441	19	21	due	due	ADP
easat-1441	19	22	to	to	ADP
easat-1441	19	23	its	its	PRON
easat-1441	19	24	ability	ability	NOUN
easat-1441	19	25	to	to	PART
easat-1441	19	26	address	address	VERB
easat-1441	19	27	intricate	intricate	ADJ
easat-1441	19	28	and	and	CCONJ
easat-1441	19	29	nonlinear	nonlinear	ADJ
easat-1441	19	30	optimization	optimization	NOUN
easat-1441	19	31	challenges	challenge	NOUN
easat-1441	19	32	.	.	PUNCT
easat-1441	20	1	the	the	DET
easat-1441	20	2	optimization	optimization	NOUN
easat-1441	20	3	of	of	ADP
easat-1441	20	4	crowd	crowd	NOUN
easat-1441	20	5	evacuation	evacuation	NOUN
easat-1441	20	6	simulations	simulation	NOUN
easat-1441	20	7	is	be	AUX
easat-1441	20	8	underscored	underscore	VERB
easat-1441	20	9	by	by	ADP
easat-1441	20	10	the	the	DET
easat-1441	20	11	need	need	NOUN
easat-1441	20	12	for	for	ADP
easat-1441	20	13	effective	effective	ADJ
easat-1441	20	14	emergency	emergency	NOUN
easat-1441	20	15	preparedness	preparedness	NOUN
easat-1441	20	16	.	.	PUNCT
easat-1441	21	1	real	real	ADJ
easat-1441	21	2	-	-	PUNCT
easat-1441	21	3	world	world	NOUN
easat-1441	21	4	evacuations	evacuation	NOUN
easat-1441	21	5	can	can	AUX
easat-1441	21	6	quickly	quickly	ADV
easat-1441	21	7	become	become	VERB
easat-1441	21	8	chaotic	chaotic	ADJ
easat-1441	21	9	,	,	PUNCT
easat-1441	21	10	as	as	SCONJ
easat-1441	21	11	individuals	individual	NOUN
easat-1441	21	12	react	react	VERB
easat-1441	21	13	to	to	ADP
easat-1441	21	14	unfamiliar	unfamiliar	ADJ
easat-1441	21	15	situations	situation	NOUN
easat-1441	21	16	,	,	PUNCT
easat-1441	21	17	emotions	emotion	NOUN
easat-1441	21	18	run	run	VERB
easat-1441	21	19	high	high	ADJ
easat-1441	21	20	,	,	PUNCT
easat-1441	21	21	and	and	CCONJ
easat-1441	21	22	physical	physical	ADJ
easat-1441	21	23	obstacles	obstacle	NOUN
easat-1441	21	24	impede	impede	VERB
easat-1441	21	25	movement	movement	NOUN
easat-1441	21	26	.	.	PUNCT
easat-1441	22	1	while	while	SCONJ
easat-1441	22	2	traditional	traditional	ADJ
easat-1441	22	3	evacuation	evacuation	NOUN
easat-1441	22	4	strategies	strategy	NOUN
easat-1441	22	5	are	be	AUX
easat-1441	22	6	informed	inform	VERB
easat-1441	22	7	by	by	ADP
easat-1441	22	8	behavioural	behavioural	ADJ
easat-1441	22	9	studies	study	NOUN
easat-1441	22	10	and	and	CCONJ
easat-1441	22	11	historical	historical	ADJ
easat-1441	22	12	data	datum	NOUN
easat-1441	22	13	,	,	PUNCT
easat-1441	22	14	they	they	PRON
easat-1441	22	15	might	might	AUX
easat-1441	22	16	not	not	PART
easat-1441	22	17	be	be	AUX
easat-1441	22	18	able	able	ADJ
easat-1441	22	19	to	to	PART
easat-1441	22	20	capture	capture	VERB
easat-1441	22	21	the	the	DET
easat-1441	22	22	nuances	nuance	NOUN
easat-1441	22	23	of	of	ADP
easat-1441	22	24	human	human	ADJ
easat-1441	22	25	behaviour	behaviour	NOUN
easat-1441	22	26	in	in	ADP
easat-1441	22	27	the	the	DET
easat-1441	22	28	face	face	NOUN
easat-1441	22	29	of	of	ADP
easat-1441	22	30	danger	danger	NOUN
easat-1441	22	31	.	.	PUNCT
easat-1441	23	1	optimization	optimization	NOUN
easat-1441	23	2	657	657	NUM
easat-1441	23	3	edelweiss	edelweiss	PROPN
easat-1441	23	4	applied	apply	VERB
easat-1441	23	5	science	science	NOUN
easat-1441	23	6	and	and	CCONJ
easat-1441	23	7	technology	technology	NOUN
easat-1441	23	8	issn	issn	PROPN
easat-1441	23	9	:	:	PUNCT
easat-1441	23	10	2576	2576	NUM
easat-1441	23	11	-	-	SYM
easat-1441	23	12	8484	8484	NUM
easat-1441	23	13	vol	vol	NOUN
easat-1441	23	14	.	.	PROPN
easat-1441	24	1	8	8	NUM
easat-1441	24	2	,	,	PUNCT
easat-1441	24	3	no	no	INTJ
easat-1441	24	4	.	.	NOUN
easat-1441	25	1	4	4	NUM
easat-1441	25	2	:	:	PUNCT
easat-1441	25	3	656	656	NUM
easat-1441	25	4	-	-	SYM
easat-1441	25	5	672	672	NUM
easat-1441	25	6	,	,	PUNCT
easat-1441	25	7	2024	2024	NUM
easat-1441	25	8	doi	doi	NOUN
easat-1441	25	9	:	:	PUNCT
easat-1441	25	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	25	11	©	©	NOUN
easat-1441	25	12	2024	2024	NUM
easat-1441	25	13	by	by	ADP
easat-1441	25	14	the	the	DET
easat-1441	25	15	authors	author	NOUN
easat-1441	25	16	;	;	PUNCT
easat-1441	25	17	licensee	licensee	PROPN
easat-1441	25	18	learning	learn	VERB
easat-1441	25	19	gate	gate	PROPN
easat-1441	25	20	algorithms	algorithm	NOUN
easat-1441	25	21	offer	offer	VERB
easat-1441	25	22	a	a	DET
easat-1441	25	23	computational	computational	ADJ
easat-1441	25	24	advantage	advantage	NOUN
easat-1441	25	25	,	,	PUNCT
easat-1441	25	26	allowing	allow	VERB
easat-1441	25	27	us	we	PRON
easat-1441	25	28	to	to	PART
easat-1441	25	29	analyse	analyse	VERB
easat-1441	25	30	countless	countless	ADJ
easat-1441	25	31	scenarios	scenario	NOUN
easat-1441	25	32	and	and	CCONJ
easat-1441	25	33	derive	derive	ADJ
easat-1441	25	34	evacuation	evacuation	NOUN
easat-1441	25	35	plans	plan	NOUN
easat-1441	25	36	that	that	PRON
easat-1441	25	37	account	account	VERB
easat-1441	25	38	for	for	ADP
easat-1441	25	39	various	various	ADJ
easat-1441	25	40	factors	factor	NOUN
easat-1441	25	41	like	like	ADP
easat-1441	25	42	crowd	crowd	NOUN
easat-1441	25	43	densities	density	NOUN
easat-1441	25	44	,	,	PUNCT
easat-1441	25	45	building	building	NOUN
easat-1441	25	46	layouts	layout	NOUN
easat-1441	25	47	,	,	PUNCT
easat-1441	25	48	exit	exit	NOUN
easat-1441	25	49	capacities	capacity	NOUN
easat-1441	25	50	,	,	PUNCT
easat-1441	25	51	and	and	CCONJ
easat-1441	25	52	potential	potential	ADJ
easat-1441	25	53	bottlenecks	bottleneck	NOUN
easat-1441	25	54	[	[	X
easat-1441	25	55	7	7	NUM
easat-1441	25	56	,	,	PUNCT
easat-1441	25	57	12	12	NUM
easat-1441	25	58	]	]	PUNCT
easat-1441	25	59	.	.	PUNCT
easat-1441	26	1	the	the	DET
easat-1441	26	2	woabcm	woabcm	NOUN
easat-1441	26	3	algorithm	algorithm	NOUN
easat-1441	26	4	's	's	PART
easat-1441	26	5	distinctive	distinctive	ADJ
easat-1441	26	6	approach	approach	NOUN
easat-1441	26	7	,	,	PUNCT
easat-1441	26	8	inspired	inspire	VERB
easat-1441	26	9	by	by	ADP
easat-1441	26	10	the	the	DET
easat-1441	26	11	foraging	forage	VERB
easat-1441	26	12	behaviours	behaviour	NOUN
easat-1441	26	13	of	of	ADP
easat-1441	26	14	whales	whale	NOUN
easat-1441	26	15	and	and	CCONJ
easat-1441	26	16	bats	bat	NOUN
easat-1441	26	17	,	,	PUNCT
easat-1441	26	18	presents	present	VERB
easat-1441	26	19	an	an	DET
easat-1441	26	20	innovative	innovative	ADJ
easat-1441	26	21	method	method	NOUN
easat-1441	26	22	for	for	ADP
easat-1441	26	23	tackling	tackle	VERB
easat-1441	26	24	complex	complex	ADJ
easat-1441	26	25	optimization	optimization	NOUN
easat-1441	26	26	challenges	challenge	NOUN
easat-1441	26	27	[	[	X
easat-1441	26	28	8	8	NUM
easat-1441	26	29	,	,	PUNCT
easat-1441	26	30	14	14	NUM
easat-1441	26	31	,	,	PUNCT
easat-1441	26	32	15	15	NUM
easat-1441	26	33	]	]	PUNCT
easat-1441	26	34	.	.	PUNCT
easat-1441	27	1	its	its	PRON
easat-1441	27	2	incorporation	incorporation	NOUN
easat-1441	27	3	of	of	ADP
easat-1441	27	4	chain	chain	NOUN
easat-1441	27	5	movement	movement	NOUN
easat-1441	27	6	mechanisms	mechanism	NOUN
easat-1441	27	7	offers	offer	VERB
easat-1441	27	8	a	a	DET
easat-1441	27	9	balanced	balanced	ADJ
easat-1441	27	10	exploration	exploration	NOUN
easat-1441	27	11	-	-	PUNCT
easat-1441	27	12	exploitation	exploitation	NOUN
easat-1441	27	13	trade	trade	NOUN
easat-1441	27	14	-	-	PUNCT
easat-1441	27	15	off	off	NOUN
easat-1441	27	16	,	,	PUNCT
easat-1441	27	17	enabling	enable	VERB
easat-1441	27	18	it	it	PRON
easat-1441	27	19	to	to	PART
easat-1441	27	20	navigate	navigate	VERB
easat-1441	27	21	intricate	intricate	ADJ
easat-1441	27	22	solution	solution	NOUN
easat-1441	27	23	spaces	space	NOUN
easat-1441	27	24	effectively	effectively	ADV
easat-1441	27	25	.	.	PUNCT
easat-1441	28	1	by	by	ADP
easat-1441	28	2	applying	apply	VERB
easat-1441	28	3	the	the	DET
easat-1441	28	4	woabcm	woabcm	NOUN
easat-1441	28	5	algorithm	algorithm	NOUN
easat-1441	28	6	to	to	PART
easat-1441	28	7	crowd	crowd	VERB
easat-1441	28	8	evacuation	evacuation	NOUN
easat-1441	28	9	simulations	simulation	NOUN
easat-1441	28	10	,	,	PUNCT
easat-1441	28	11	we	we	PRON
easat-1441	28	12	intend	intend	VERB
easat-1441	28	13	to	to	PART
easat-1441	28	14	leverage	leverage	VERB
easat-1441	28	15	its	its	PRON
easat-1441	28	16	strengths	strength	NOUN
easat-1441	28	17	in	in	ADP
easat-1441	28	18	optimizing	optimize	VERB
easat-1441	28	19	evacuation	evacuation	NOUN
easat-1441	28	20	strategies	strategy	NOUN
easat-1441	28	21	that	that	PRON
easat-1441	28	22	are	be	AUX
easat-1441	28	23	both	both	ADV
easat-1441	28	24	efficient	efficient	ADJ
easat-1441	28	25	and	and	CCONJ
easat-1441	28	26	adaptive	adaptive	ADJ
easat-1441	28	27	.	.	PUNCT
easat-1441	29	1	this	this	DET
easat-1441	29	2	paper	paper	NOUN
easat-1441	29	3	is	be	AUX
easat-1441	29	4	structured	structure	VERB
easat-1441	29	5	as	as	SCONJ
easat-1441	29	6	follows	follow	VERB
easat-1441	29	7	:	:	PUNCT
easat-1441	29	8	section	section	NOUN
easat-1441	29	9	1	1	NUM
easat-1441	29	10	provides	provide	VERB
easat-1441	29	11	a	a	DET
easat-1441	29	12	brief	brief	ADJ
easat-1441	29	13	introduction	introduction	NOUN
easat-1441	29	14	and	and	CCONJ
easat-1441	29	15	extensive	extensive	ADJ
easat-1441	29	16	review	review	NOUN
easat-1441	29	17	of	of	ADP
easat-1441	29	18	the	the	DET
easat-1441	29	19	pertinent	pertinent	ADJ
easat-1441	29	20	literature	literature	NOUN
easat-1441	29	21	in	in	ADP
easat-1441	29	22	the	the	DET
easat-1441	29	23	fields	field	NOUN
easat-1441	29	24	of	of	ADP
easat-1441	29	25	crowd	crowd	NOUN
easat-1441	29	26	evacuation	evacuation	NOUN
easat-1441	29	27	simulations	simulation	NOUN
easat-1441	29	28	and	and	CCONJ
easat-1441	29	29	optimization	optimization	NOUN
easat-1441	29	30	algorithms	algorithm	NOUN
easat-1441	29	31	.	.	PUNCT
easat-1441	30	1	in	in	ADP
easat-1441	30	2	section	section	NOUN
easat-1441	30	3	2	2	NUM
easat-1441	30	4	,	,	PUNCT
easat-1441	30	5	the	the	DET
easat-1441	30	6	methodology	methodology	NOUN
easat-1441	30	7	is	be	AUX
easat-1441	30	8	elucidated	elucidate	VERB
easat-1441	30	9	,	,	PUNCT
easat-1441	30	10	encompassing	encompass	VERB
easat-1441	30	11	the	the	DET
easat-1441	30	12	specifics	specific	NOUN
easat-1441	30	13	of	of	ADP
easat-1441	30	14	the	the	DET
easat-1441	30	15	crowd	crowd	NOUN
easat-1441	30	16	evacuation	evacuation	PROPN
easat-1441	30	17	simulation	simulation	NOUN
easat-1441	30	18	setup	setup	NOUN
easat-1441	30	19	,	,	PUNCT
easat-1441	30	20	the	the	DET
easat-1441	30	21	intricate	intricate	ADJ
easat-1441	30	22	workings	working	NOUN
easat-1441	30	23	of	of	ADP
easat-1441	30	24	the	the	DET
easat-1441	30	25	woabcm	woabcm	NOUN
easat-1441	30	26	algorithm	algorithm	NOUN
easat-1441	30	27	,	,	PUNCT
easat-1441	30	28	and	and	CCONJ
easat-1441	30	29	the	the	DET
easat-1441	30	30	meticulous	meticulous	ADJ
easat-1441	30	31	design	design	NOUN
easat-1441	30	32	of	of	ADP
easat-1441	30	33	the	the	DET
easat-1441	30	34	experimentation	experimentation	NOUN
easat-1441	30	35	phase	phase	NOUN
easat-1441	30	36	.	.	PUNCT
easat-1441	31	1	section	section	NOUN
easat-1441	31	2	3	3	NUM
easat-1441	31	3	meticulously	meticulously	ADV
easat-1441	31	4	presents	present	VERB
easat-1441	31	5	the	the	DET
easat-1441	31	6	results	result	NOUN
easat-1441	31	7	derived	derive	VERB
easat-1441	31	8	from	from	ADP
easat-1441	31	9	the	the	DET
easat-1441	31	10	experimentation	experimentation	NOUN
easat-1441	31	11	and	and	CCONJ
easat-1441	31	12	offers	offer	VERB
easat-1441	31	13	an	an	DET
easat-1441	31	14	insightful	insightful	ADJ
easat-1441	31	15	analysis	analysis	NOUN
easat-1441	31	16	.	.	PUNCT
easat-1441	32	1	the	the	DET
easat-1441	32	2	implications	implication	NOUN
easat-1441	32	3	of	of	ADP
easat-1441	32	4	these	these	DET
easat-1441	32	5	findings	finding	NOUN
easat-1441	32	6	,	,	PUNCT
easat-1441	32	7	as	as	ADV
easat-1441	32	8	well	well	ADV
easat-1441	32	9	as	as	ADP
easat-1441	32	10	the	the	DET
easat-1441	32	11	potential	potential	ADJ
easat-1441	32	12	contributions	contribution	NOUN
easat-1441	32	13	of	of	ADP
easat-1441	32	14	this	this	DET
easat-1441	32	15	research	research	NOUN
easat-1441	32	16	,	,	PUNCT
easat-1441	32	17	are	be	AUX
easat-1441	32	18	deliberated	deliberate	VERB
easat-1441	32	19	in	in	ADP
easat-1441	32	20	section	section	NOUN
easat-1441	32	21	4	4	NUM
easat-1441	32	22	.	.	PUNCT
easat-1441	33	1	finally	finally	ADV
easat-1441	33	2	,	,	PUNCT
easat-1441	33	3	section	section	NOUN
easat-1441	33	4	5	5	NUM
easat-1441	33	5	culminates	culminate	VERB
easat-1441	33	6	in	in	ADP
easat-1441	33	7	a	a	DET
easat-1441	33	8	cohesive	cohesive	ADJ
easat-1441	33	9	conclusion	conclusion	NOUN
easat-1441	33	10	that	that	PRON
easat-1441	33	11	synthesizes	synthesize	VERB
easat-1441	33	12	the	the	DET
easat-1441	33	13	key	key	ADJ
easat-1441	33	14	takeaways	takeaway	NOUN
easat-1441	33	15	,	,	PUNCT
easat-1441	33	16	underscores	underscore	VERB
easat-1441	33	17	their	their	PRON
easat-1441	33	18	significance	significance	NOUN
easat-1441	33	19	,	,	PUNCT
easat-1441	33	20	and	and	CCONJ
easat-1441	33	21	outlines	outline	VERB
easat-1441	33	22	the	the	DET
easat-1441	33	23	potential	potential	ADJ
easat-1441	33	24	trajectories	trajectory	NOUN
easat-1441	33	25	for	for	ADP
easat-1441	33	26	future	future	ADJ
easat-1441	33	27	research	research	NOUN
easat-1441	33	28	in	in	ADP
easat-1441	33	29	this	this	DET
easat-1441	33	30	domain	domain	NOUN
easat-1441	33	31	.	.	PUNCT
easat-1441	34	1	in	in	ADP
easat-1441	34	2	contemporary	contemporary	ADJ
easat-1441	34	3	urban	urban	ADJ
easat-1441	34	4	environments	environment	NOUN
easat-1441	34	5	and	and	CCONJ
easat-1441	34	6	public	public	ADJ
easat-1441	34	7	spaces	space	NOUN
easat-1441	34	8	,	,	PUNCT
easat-1441	34	9	ensuring	ensure	VERB
easat-1441	34	10	the	the	DET
easat-1441	34	11	safety	safety	NOUN
easat-1441	34	12	and	and	CCONJ
easat-1441	34	13	security	security	NOUN
easat-1441	34	14	of	of	ADP
easat-1441	34	15	individuals	individual	NOUN
easat-1441	34	16	during	during	ADP
easat-1441	34	17	emergencies	emergency	NOUN
easat-1441	34	18	is	be	AUX
easat-1441	34	19	a	a	DET
easat-1441	34	20	paramount	paramount	ADJ
easat-1441	34	21	concern	concern	NOUN
easat-1441	34	22	.	.	PUNCT
easat-1441	35	1	effective	effective	ADJ
easat-1441	35	2	crowd	crowd	NOUN
easat-1441	35	3	evacuation	evacuation	NOUN
easat-1441	35	4	strategies	strategy	NOUN
easat-1441	35	5	are	be	AUX
easat-1441	35	6	crucial	crucial	ADJ
easat-1441	35	7	to	to	PART
easat-1441	35	8	mitigate	mitigate	VERB
easat-1441	35	9	potential	potential	ADJ
easat-1441	35	10	risks	risk	NOUN
easat-1441	35	11	and	and	CCONJ
easat-1441	35	12	minimize	minimize	VERB
easat-1441	35	13	harm	harm	NOUN
easat-1441	35	14	during	during	ADP
easat-1441	35	15	evacuation	evacuation	NOUN
easat-1441	35	16	scenarios	scenario	NOUN
easat-1441	35	17	.	.	PUNCT
easat-1441	36	1	the	the	DET
easat-1441	36	2	dynamics	dynamic	NOUN
easat-1441	36	3	of	of	ADP
easat-1441	36	4	human	human	ADJ
easat-1441	36	5	movement	movement	NOUN
easat-1441	36	6	during	during	ADP
easat-1441	36	7	evacuations	evacuation	NOUN
easat-1441	36	8	are	be	AUX
easat-1441	36	9	complex	complex	ADJ
easat-1441	36	10	,	,	PUNCT
easat-1441	36	11	influenced	influence	VERB
easat-1441	36	12	by	by	ADP
easat-1441	36	13	factors	factor	NOUN
easat-1441	36	14	such	such	ADJ
easat-1441	36	15	as	as	ADP
easat-1441	36	16	human	human	ADJ
easat-1441	36	17	behavior	behavior	NOUN
easat-1441	36	18	,	,	PUNCT
easat-1441	36	19	building	building	NOUN
easat-1441	36	20	layouts	layout	NOUN
easat-1441	36	21	,	,	PUNCT
easat-1441	36	22	exit	exit	NOUN
easat-1441	36	23	capacities	capacity	NOUN
easat-1441	36	24	,	,	PUNCT
easat-1441	36	25	and	and	CCONJ
easat-1441	36	26	the	the	DET
easat-1441	36	27	presence	presence	NOUN
easat-1441	36	28	of	of	ADP
easat-1441	36	29	obstacles	obstacle	NOUN
easat-1441	36	30	.	.	PUNCT
easat-1441	37	1	to	to	PART
easat-1441	37	2	design	design	VERB
easat-1441	37	3	and	and	CCONJ
easat-1441	37	4	implement	implement	VERB
easat-1441	37	5	efficient	efficient	ADJ
easat-1441	37	6	evacuation	evacuation	NOUN
easat-1441	37	7	plans	plan	NOUN
easat-1441	37	8	,	,	PUNCT
easat-1441	37	9	researchers	researcher	NOUN
easat-1441	37	10	,	,	PUNCT
easat-1441	37	11	architects	architect	NOUN
easat-1441	37	12	,	,	PUNCT
easat-1441	37	13	and	and	CCONJ
easat-1441	37	14	emergency	emergency	NOUN
easat-1441	37	15	planners	planner	NOUN
easat-1441	37	16	rely	rely	VERB
easat-1441	37	17	on	on	ADP
easat-1441	37	18	simulations	simulation	NOUN
easat-1441	37	19	to	to	PART
easat-1441	37	20	understand	understand	VERB
easat-1441	37	21	and	and	CCONJ
easat-1441	37	22	improve	improve	VERB
easat-1441	37	23	these	these	DET
easat-1441	37	24	dynamics	dynamic	NOUN
easat-1441	37	25	.	.	PUNCT
easat-1441	38	1	crowd	crowd	NOUN
easat-1441	38	2	evacuation	evacuation	NOUN
easat-1441	38	3	simulations	simulation	NOUN
easat-1441	38	4	serve	serve	VERB
easat-1441	38	5	as	as	ADP
easat-1441	38	6	valuable	valuable	ADJ
easat-1441	38	7	tools	tool	NOUN
easat-1441	38	8	for	for	ADP
easat-1441	38	9	exploring	explore	VERB
easat-1441	38	10	and	and	CCONJ
easat-1441	38	11	assessing	assess	VERB
easat-1441	38	12	different	different	ADJ
easat-1441	38	13	evacuation	evacuation	NOUN
easat-1441	38	14	strategies	strategy	NOUN
easat-1441	38	15	.	.	PUNCT
easat-1441	39	1	traditional	traditional	ADJ
easat-1441	39	2	evacuation	evacuation	NOUN
easat-1441	39	3	plans	plan	NOUN
easat-1441	39	4	often	often	ADV
easat-1441	39	5	draw	draw	VERB
easat-1441	39	6	from	from	ADP
easat-1441	39	7	historical	historical	ADJ
easat-1441	39	8	data	datum	NOUN
easat-1441	39	9	and	and	CCONJ
easat-1441	39	10	behavioural	behavioural	ADJ
easat-1441	39	11	studies	study	NOUN
easat-1441	39	12	,	,	PUNCT
easat-1441	39	13	but	but	CCONJ
easat-1441	39	14	they	they	PRON
easat-1441	39	15	may	may	AUX
easat-1441	39	16	not	not	PART
easat-1441	39	17	capture	capture	VERB
easat-1441	39	18	the	the	DET
easat-1441	39	19	intricacies	intricacy	NOUN
easat-1441	39	20	of	of	ADP
easat-1441	39	21	human	human	ADJ
easat-1441	39	22	responses	response	NOUN
easat-1441	39	23	under	under	ADP
easat-1441	39	24	stress	stress	NOUN
easat-1441	39	25	.	.	PUNCT
easat-1441	40	1	as	as	SCONJ
easat-1441	40	2	urban	urban	ADJ
easat-1441	40	3	areas	area	NOUN
easat-1441	40	4	become	become	VERB
easat-1441	40	5	more	more	ADV
easat-1441	40	6	densely	densely	ADV
easat-1441	40	7	populated	populated	ADJ
easat-1441	40	8	and	and	CCONJ
easat-1441	40	9	intricate	intricate	ADJ
easat-1441	40	10	,	,	PUNCT
easat-1441	40	11	optimizing	optimize	VERB
easat-1441	40	12	crowd	crowd	NOUN
easat-1441	40	13	evacuation	evacuation	NOUN
easat-1441	40	14	simulations	simulation	NOUN
easat-1441	40	15	has	have	AUX
easat-1441	40	16	emerged	emerge	VERB
easat-1441	40	17	as	as	ADP
easat-1441	40	18	a	a	DET
easat-1441	40	19	critical	critical	ADJ
easat-1441	40	20	endeavor	endeavor	NOUN
easat-1441	40	21	.	.	PUNCT
easat-1441	41	1	such	such	ADJ
easat-1441	41	2	optimization	optimization	NOUN
easat-1441	41	3	involves	involve	VERB
easat-1441	41	4	finetuning	finetune	VERB
easat-1441	41	5	various	various	ADJ
easat-1441	41	6	parameters	parameter	NOUN
easat-1441	41	7	and	and	CCONJ
easat-1441	41	8	variables	variable	NOUN
easat-1441	41	9	to	to	PART
easat-1441	41	10	achieve	achieve	VERB
easat-1441	41	11	safer	safe	ADJ
easat-1441	41	12	and	and	CCONJ
easat-1441	41	13	quicker	quick	ADJ
easat-1441	41	14	evacuation	evacuation	NOUN
easat-1441	41	15	outcomes	outcome	NOUN
easat-1441	41	16	.	.	PUNCT
easat-1441	42	1	optimization	optimization	NOUN
easat-1441	42	2	algorithms	algorithm	NOUN
easat-1441	42	3	offer	offer	VERB
easat-1441	42	4	a	a	DET
easat-1441	42	5	sophisticated	sophisticated	ADJ
easat-1441	42	6	approach	approach	NOUN
easat-1441	42	7	to	to	ADP
easat-1441	42	8	enhancing	enhance	VERB
easat-1441	42	9	crowd	crowd	NOUN
easat-1441	42	10	evacuation	evacuation	NOUN
easat-1441	42	11	simulations	simulation	NOUN
easat-1441	42	12	.	.	PUNCT
easat-1441	43	1	these	these	DET
easat-1441	43	2	algorithms	algorithm	NOUN
easat-1441	43	3	leverage	leverage	VERB
easat-1441	43	4	computational	computational	ADJ
easat-1441	43	5	methods	method	NOUN
easat-1441	43	6	to	to	PART
easat-1441	43	7	systematically	systematically	ADV
easat-1441	43	8	explore	explore	VERB
easat-1441	43	9	and	and	CCONJ
easat-1441	43	10	refine	refine	VERB
easat-1441	43	11	evacuation	evacuation	NOUN
easat-1441	43	12	strategies	strategy	NOUN
easat-1441	43	13	.	.	PUNCT
easat-1441	44	1	the	the	DET
easat-1441	44	2	overarching	overarching	ADJ
easat-1441	44	3	goal	goal	NOUN
easat-1441	44	4	is	be	AUX
easat-1441	44	5	to	to	PART
easat-1441	44	6	reduce	reduce	VERB
easat-1441	44	7	evacuation	evacuation	NOUN
easat-1441	44	8	time	time	NOUN
easat-1441	44	9	,	,	PUNCT
easat-1441	44	10	alleviate	alleviate	VERB
easat-1441	44	11	congestion	congestion	NOUN
easat-1441	44	12	at	at	ADP
easat-1441	44	13	exit	exit	NOUN
easat-1441	44	14	points	point	NOUN
easat-1441	44	15	,	,	PUNCT
easat-1441	44	16	and	and	CCONJ
easat-1441	44	17	enhance	enhance	VERB
easat-1441	44	18	overall	overall	ADJ
easat-1441	44	19	safety	safety	NOUN
easat-1441	44	20	.	.	PUNCT
easat-1441	45	1	the	the	DET
easat-1441	45	2	selection	selection	NOUN
easat-1441	45	3	of	of	ADP
easat-1441	45	4	an	an	DET
easat-1441	45	5	appropriate	appropriate	ADJ
easat-1441	45	6	optimization	optimization	NOUN
easat-1441	45	7	algorithm	algorithm	NOUN
easat-1441	45	8	is	be	AUX
easat-1441	45	9	essential	essential	ADJ
easat-1441	45	10	to	to	PART
easat-1441	45	11	effectively	effectively	ADV
easat-1441	45	12	address	address	VERB
easat-1441	45	13	the	the	DET
easat-1441	45	14	complex	complex	ADJ
easat-1441	45	15	and	and	CCONJ
easat-1441	45	16	nonlinear	nonlinear	ADJ
easat-1441	45	17	nature	nature	NOUN
easat-1441	45	18	of	of	ADP
easat-1441	45	19	evacuation	evacuation	NOUN
easat-1441	45	20	challenges	challenge	NOUN
easat-1441	45	21	.	.	PUNCT
easat-1441	46	1	among	among	ADP
easat-1441	46	2	the	the	DET
easat-1441	46	3	spectrum	spectrum	NOUN
easat-1441	46	4	of	of	ADP
easat-1441	46	5	optimization	optimization	NOUN
easat-1441	46	6	algorithms	algorithm	NOUN
easat-1441	46	7	,	,	PUNCT
easat-1441	46	8	the	the	DET
easat-1441	46	9	whale	whale	NOUN
easat-1441	46	10	optimization	optimization	NOUN
easat-1441	46	11	algorithm	algorithm	NOUN
easat-1441	46	12	with	with	ADP
easat-1441	46	13	bat	bat	NOUN
easat-1441	46	14	chaotic	chaotic	ADJ
easat-1441	46	15	optimization	optimization	NOUN
easat-1441	46	16	(	(	PUNCT
easat-1441	46	17	woabcm	woabcm	NOUN
easat-1441	46	18	)	)	PUNCT
easat-1441	46	19	has	have	AUX
easat-1441	46	20	gained	gain	VERB
easat-1441	46	21	attention	attention	NOUN
easat-1441	46	22	due	due	ADP
easat-1441	46	23	to	to	ADP
easat-1441	46	24	its	its	PRON
easat-1441	46	25	capability	capability	NOUN
easat-1441	46	26	to	to	PART
easat-1441	46	27	handle	handle	VERB
easat-1441	46	28	intricate	intricate	ADJ
easat-1441	46	29	and	and	CCONJ
easat-1441	46	30	nonlinear	nonlinear	ADJ
easat-1441	46	31	optimization	optimization	NOUN
easat-1441	46	32	problems	problem	NOUN
easat-1441	46	33	.	.	PUNCT
easat-1441	47	1	the	the	DET
easat-1441	47	2	woabcm	woabcm	NOUN
easat-1441	47	3	algorithm	algorithm	NOUN
easat-1441	47	4	is	be	AUX
easat-1441	47	5	inspired	inspire	VERB
easat-1441	47	6	by	by	ADP
easat-1441	47	7	the	the	DET
easat-1441	47	8	foraging	forage	VERB
easat-1441	47	9	behaviours	behaviour	NOUN
easat-1441	47	10	of	of	ADP
easat-1441	47	11	whales	whale	NOUN
easat-1441	47	12	and	and	CCONJ
easat-1441	47	13	bats	bat	NOUN
easat-1441	47	14	,	,	PUNCT
easat-1441	47	15	making	make	VERB
easat-1441	47	16	it	it	PRON
easat-1441	47	17	a	a	DET
easat-1441	47	18	unique	unique	ADJ
easat-1441	47	19	approach	approach	NOUN
easat-1441	47	20	to	to	ADP
easat-1441	47	21	problem	problem	NOUN
easat-1441	47	22	solving	solve	VERB
easat-1441	47	23	.	.	PUNCT
easat-1441	48	1	its	its	PRON
easat-1441	48	2	incorporation	incorporation	NOUN
easat-1441	48	3	of	of	ADP
easat-1441	48	4	chain	chain	NOUN
easat-1441	48	5	movement	movement	NOUN
easat-1441	48	6	mechanisms	mechanism	NOUN
easat-1441	48	7	enables	enable	VERB
easat-1441	48	8	a	a	DET
easat-1441	48	9	balanced	balanced	ADJ
easat-1441	48	10	trade	trade	NOUN
easat-1441	48	11	-	-	PUNCT
easat-1441	48	12	off	off	NOUN
easat-1441	48	13	between	between	ADP
easat-1441	48	14	exploration	exploration	NOUN
easat-1441	48	15	and	and	CCONJ
easat-1441	48	16	exploitation	exploitation	NOUN
easat-1441	48	17	,	,	PUNCT
easat-1441	48	18	enabling	enable	VERB
easat-1441	48	19	it	it	PRON
easat-1441	48	20	to	to	PART
easat-1441	48	21	navigate	navigate	VERB
easat-1441	48	22	complex	complex	ADJ
easat-1441	48	23	solution	solution	NOUN
easat-1441	48	24	spaces	space	NOUN
easat-1441	48	25	effectively	effectively	ADV
easat-1441	48	26	.	.	PUNCT
easat-1441	49	1	the	the	DET
easat-1441	49	2	primary	primary	ADJ
easat-1441	49	3	motivation	motivation	NOUN
easat-1441	49	4	behind	behind	ADP
easat-1441	49	5	employing	employ	VERB
easat-1441	49	6	the	the	DET
easat-1441	49	7	woabcm	woabcm	NOUN
easat-1441	49	8	algorithm	algorithm	NOUN
easat-1441	49	9	in	in	ADP
easat-1441	49	10	crowd	crowd	NOUN
easat-1441	49	11	evacuation	evacuation	NOUN
easat-1441	49	12	simulations	simulation	NOUN
easat-1441	49	13	is	be	AUX
easat-1441	49	14	to	to	PART
easat-1441	49	15	leverage	leverage	VERB
easat-1441	49	16	its	its	PRON
easat-1441	49	17	strengths	strength	NOUN
easat-1441	49	18	in	in	ADP
easat-1441	49	19	optimizing	optimize	VERB
easat-1441	49	20	evacuation	evacuation	NOUN
easat-1441	49	21	strategies	strategy	NOUN
easat-1441	49	22	.	.	PUNCT
easat-1441	50	1	real	real	ADJ
easat-1441	50	2	-	-	PUNCT
easat-1441	50	3	world	world	NOUN
easat-1441	50	4	evacuations	evacuation	NOUN
easat-1441	50	5	can	can	AUX
easat-1441	50	6	quickly	quickly	ADV
easat-1441	50	7	become	become	VERB
easat-1441	50	8	chaotic	chaotic	ADJ
easat-1441	50	9	,	,	PUNCT
easat-1441	50	10	and	and	CCONJ
easat-1441	50	11	optimizing	optimize	VERB
easat-1441	50	12	evacuation	evacuation	NOUN
easat-1441	50	13	plans	plan	NOUN
easat-1441	50	14	using	use	VERB
easat-1441	50	15	traditional	traditional	ADJ
easat-1441	50	16	methods	method	NOUN
easat-1441	50	17	might	might	AUX
easat-1441	50	18	not	not	PART
easat-1441	50	19	sufficiently	sufficiently	ADV
easat-1441	50	20	capture	capture	VERB
easat-1441	50	21	the	the	DET
easat-1441	50	22	dynamic	dynamic	ADJ
easat-1441	50	23	and	and	CCONJ
easat-1441	50	24	nuanced	nuanced	ADJ
easat-1441	50	25	aspects	aspect	NOUN
easat-1441	50	26	of	of	ADP
easat-1441	50	27	human	human	ADJ
easat-1441	50	28	behaviour	behaviour	NOUN
easat-1441	50	29	under	under	ADP
easat-1441	50	30	distress	distress	NOUN
easat-1441	50	31	.	.	PUNCT
easat-1441	51	1	the	the	DET
easat-1441	51	2	woabcm	woabcm	NOUN
easat-1441	51	3	algorithm	algorithm	NOUN
easat-1441	51	4	offers	offer	VERB
easat-1441	51	5	a	a	DET
easat-1441	51	6	computational	computational	ADJ
easat-1441	51	7	advantage	advantage	NOUN
easat-1441	51	8	,	,	PUNCT
easat-1441	51	9	allowing	allow	VERB
easat-1441	51	10	researchers	researcher	NOUN
easat-1441	51	11	to	to	PART
easat-1441	51	12	analyse	analyse	VERB
easat-1441	51	13	numerous	numerous	ADJ
easat-1441	51	14	evacuation	evacuation	NOUN
easat-1441	51	15	scenarios	scenario	NOUN
easat-1441	51	16	and	and	CCONJ
easat-1441	51	17	derive	derive	VERB
easat-1441	51	18	adaptive	adaptive	ADJ
easat-1441	51	19	plans	plan	NOUN
easat-1441	51	20	that	that	PRON
easat-1441	51	21	account	account	VERB
easat-1441	51	22	for	for	ADP
easat-1441	51	23	various	various	ADJ
easat-1441	51	24	variables	variable	NOUN
easat-1441	51	25	.	.	PUNCT
easat-1441	52	1	this	this	DET
easat-1441	52	2	study	study	NOUN
easat-1441	52	3	aims	aim	VERB
easat-1441	52	4	to	to	PART
easat-1441	52	5	primarily	primarily	ADV
easat-1441	52	6	leverage	leverage	VERB
easat-1441	52	7	the	the	DET
easat-1441	52	8	whale	whale	NOUN
easat-1441	52	9	optimization	optimization	NOUN
easat-1441	52	10	algorithm	algorithm	NOUN
easat-1441	52	11	with	with	ADP
easat-1441	52	12	bat	bat	NOUN
easat-1441	52	13	chaotic	chaotic	ADJ
easat-1441	52	14	optimization	optimization	NOUN
easat-1441	52	15	(	(	PUNCT
easat-1441	52	16	woabcm	woabcm	NOUN
easat-1441	52	17	)	)	PUNCT
easat-1441	52	18	to	to	PART
easat-1441	52	19	optimize	optimize	VERB
easat-1441	52	20	crowd	crowd	NOUN
easat-1441	52	21	evacuation	evacuation	NOUN
easat-1441	52	22	simulations	simulation	NOUN
easat-1441	52	23	within	within	ADP
easat-1441	52	24	complex	complex	ADJ
easat-1441	52	25	urban	urban	ADJ
easat-1441	52	26	environments	environment	NOUN
easat-1441	52	27	and	and	CCONJ
easat-1441	52	28	public	public	ADJ
easat-1441	52	29	spaces	space	NOUN
easat-1441	52	30	.	.	PUNCT
easat-1441	53	1	the	the	DET
easat-1441	53	2	study	study	NOUN
easat-1441	53	3	aims	aim	VERB
easat-1441	53	4	to	to	PART
easat-1441	53	5	address	address	VERB
easat-1441	53	6	the	the	DET
easat-1441	53	7	challenges	challenge	NOUN
easat-1441	53	8	associated	associate	VERB
easat-1441	53	9	with	with	ADP
easat-1441	53	10	traditional	traditional	ADJ
easat-1441	53	11	evacuation	evacuation	NOUN
easat-1441	53	12	strategies	strategy	NOUN
easat-1441	53	13	by	by	ADP
easat-1441	53	14	introducing	introduce	VERB
easat-1441	53	15	a	a	DET
easat-1441	53	16	nature	nature	NOUN
easat-1441	53	17	-	-	PUNCT
easat-1441	53	18	inspired	inspire	VERB
easat-1441	53	19	algorithm	algorithm	NOUN
easat-1441	53	20	that	that	PRON
easat-1441	53	21	can	can	AUX
easat-1441	53	22	adapt	adapt	VERB
easat-1441	53	23	to	to	ADP
easat-1441	53	24	658	658	NUM
easat-1441	53	25	edelweiss	edelweiss	PROPN
easat-1441	53	26	applied	apply	VERB
easat-1441	53	27	science	science	NOUN
easat-1441	53	28	and	and	CCONJ
easat-1441	53	29	technology	technology	NOUN
easat-1441	53	30	issn	issn	PROPN
easat-1441	53	31	:	:	PUNCT
easat-1441	53	32	2576	2576	NUM
easat-1441	53	33	-	-	SYM
easat-1441	53	34	8484	8484	NUM
easat-1441	53	35	vol	vol	NOUN
easat-1441	53	36	.	.	PROPN
easat-1441	53	37	8	8	NUM
easat-1441	53	38	,	,	PUNCT
easat-1441	53	39	no	no	INTJ
easat-1441	53	40	.	.	NOUN
easat-1441	54	1	4	4	NUM
easat-1441	54	2	:	:	PUNCT
easat-1441	54	3	656	656	NUM
easat-1441	54	4	-	-	SYM
easat-1441	54	5	672	672	NUM
easat-1441	54	6	,	,	PUNCT
easat-1441	54	7	2024	2024	NUM
easat-1441	54	8	doi	doi	NOUN
easat-1441	54	9	:	:	PUNCT
easat-1441	54	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	54	11	©	©	NOUN
easat-1441	54	12	2024	2024	NUM
easat-1441	54	13	by	by	ADP
easat-1441	54	14	the	the	DET
easat-1441	54	15	authors	author	NOUN
easat-1441	54	16	;	;	PUNCT
easat-1441	54	17	licensee	licensee	PROPN
easat-1441	54	18	learning	learn	VERB
easat-1441	54	19	gate	gate	PROPN
easat-1441	54	20	nonlinear	nonlinear	ADJ
easat-1441	54	21	dynamics	dynamic	NOUN
easat-1441	54	22	and	and	CCONJ
easat-1441	54	23	complex	complex	ADJ
easat-1441	54	24	human	human	ADJ
easat-1441	54	25	behavior	behavior	NOUN
easat-1441	54	26	.	.	PUNCT
easat-1441	55	1	the	the	DET
easat-1441	55	2	specific	specific	ADJ
easat-1441	55	3	objectives	objective	NOUN
easat-1441	55	4	of	of	ADP
easat-1441	55	5	the	the	DET
easat-1441	55	6	research	research	NOUN
easat-1441	55	7	are	be	AUX
easat-1441	55	8	as	as	SCONJ
easat-1441	55	9	follows	follow	VERB
easat-1441	55	10	:	:	PUNCT
easat-1441	55	11	(	(	PUNCT
easat-1441	55	12	i	i	NOUN
easat-1441	55	13	)	)	PUNCT
easat-1441	55	14	to	to	PART
easat-1441	55	15	develop	develop	VERB
easat-1441	55	16	a	a	DET
easat-1441	55	17	computational	computational	ADJ
easat-1441	55	18	framework	framework	NOUN
easat-1441	55	19	.	.	PUNCT
easat-1441	56	1	this	this	PRON
easat-1441	56	2	is	be	AUX
easat-1441	56	3	to	to	PART
easat-1441	56	4	integrate	integrate	VERB
easat-1441	56	5	the	the	DET
easat-1441	56	6	woabcm	woabcm	NOUN
easat-1441	56	7	algorithm	algorithm	NOUN
easat-1441	56	8	into	into	ADP
easat-1441	56	9	crowd	crowd	NOUN
easat-1441	56	10	evacuation	evacuation	NOUN
easat-1441	56	11	simulations	simulation	NOUN
easat-1441	56	12	.	.	PUNCT
easat-1441	57	1	this	this	PRON
easat-1441	57	2	involves	involve	VERB
easat-1441	57	3	adapting	adapt	VERB
easat-1441	57	4	the	the	DET
easat-1441	57	5	algorithm	algorithm	NOUN
easat-1441	57	6	's	's	PART
easat-1441	57	7	exploration	exploration	NOUN
easat-1441	57	8	-	-	PUNCT
easat-1441	57	9	exploitation	exploitation	NOUN
easat-1441	57	10	mechanisms	mechanism	NOUN
easat-1441	57	11	to	to	ADP
easat-1441	57	12	the	the	DET
easat-1441	57	13	context	context	NOUN
easat-1441	57	14	of	of	ADP
easat-1441	57	15	evacuation	evacuation	NOUN
easat-1441	57	16	dynamics	dynamic	NOUN
easat-1441	57	17	and	and	CCONJ
easat-1441	57	18	optimizing	optimize	VERB
easat-1441	57	19	evacuation	evacuation	NOUN
easat-1441	57	20	strategies	strategy	NOUN
easat-1441	57	21	accordingly	accordingly	ADV
easat-1441	57	22	.	.	PUNCT
easat-1441	58	1	(	(	PUNCT
easat-1441	58	2	ii	ii	NOUN
easat-1441	58	3	)	)	PUNCT
easat-1441	58	4	to	to	PART
easat-1441	58	5	model	model	VERB
easat-1441	58	6	complex	complex	ADJ
easat-1441	58	7	urban	urban	ADJ
easat-1441	58	8	environments	environment	NOUN
easat-1441	58	9	:	:	PUNCT
easat-1441	58	10	this	this	PRON
easat-1441	58	11	is	be	AUX
easat-1441	58	12	to	to	PART
easat-1441	58	13	create	create	VERB
easat-1441	58	14	realistic	realistic	ADJ
easat-1441	58	15	and	and	CCONJ
easat-1441	58	16	detailed	detailed	ADJ
easat-1441	58	17	models	model	NOUN
easat-1441	58	18	of	of	ADP
easat-1441	58	19	urban	urban	ADJ
easat-1441	58	20	environments	environment	NOUN
easat-1441	58	21	and	and	CCONJ
easat-1441	58	22	public	public	ADJ
easat-1441	58	23	spaces	space	NOUN
easat-1441	58	24	,	,	PUNCT
easat-1441	58	25	considering	consider	VERB
easat-1441	58	26	factors	factor	NOUN
easat-1441	58	27	such	such	ADJ
easat-1441	58	28	as	as	ADP
easat-1441	58	29	building	build	VERB
easat-1441	58	30	layouts	layout	NOUN
easat-1441	58	31	,	,	PUNCT
easat-1441	58	32	exit	exit	NOUN
easat-1441	58	33	capacities	capacity	NOUN
easat-1441	58	34	,	,	PUNCT
easat-1441	58	35	crowd	crowd	NOUN
easat-1441	58	36	densities	density	NOUN
easat-1441	58	37	,	,	PUNCT
easat-1441	58	38	potential	potential	ADJ
easat-1441	58	39	bottlenecks	bottleneck	NOUN
easat-1441	58	40	,	,	PUNCT
easat-1441	58	41	and	and	CCONJ
easat-1441	58	42	obstacles	obstacle	NOUN
easat-1441	58	43	.	.	PUNCT
easat-1441	59	1	these	these	DET
easat-1441	59	2	models	model	NOUN
easat-1441	59	3	will	will	AUX
easat-1441	59	4	serve	serve	VERB
easat-1441	59	5	as	as	ADP
easat-1441	59	6	the	the	DET
easat-1441	59	7	basis	basis	NOUN
easat-1441	59	8	for	for	ADP
easat-1441	59	9	simulation	simulation	NOUN
easat-1441	59	10	scenarios	scenario	NOUN
easat-1441	59	11	.	.	PUNCT
easat-1441	60	1	(	(	PUNCT
easat-1441	60	2	iii	iii	X
easat-1441	60	3	)	)	PUNCT
easat-1441	60	4	to	to	PART
easat-1441	60	5	optimize	optimize	VERB
easat-1441	60	6	evacuation	evacuation	NOUN
easat-1441	60	7	strategies	strategy	NOUN
easat-1441	60	8	:	:	PUNCT
easat-1441	60	9	this	this	PRON
easat-1441	60	10	is	be	AUX
easat-1441	60	11	to	to	PART
easat-1441	60	12	utilize	utilize	VERB
easat-1441	60	13	the	the	DET
easat-1441	60	14	woabcm	woabcm	NOUN
easat-1441	60	15	algorithm	algorithm	NOUN
easat-1441	60	16	to	to	ADP
easat-1441	60	17	systematically	systematically	ADV
easat-1441	60	18	fine	fine	ADJ
easat-1441	60	19	-	-	PUNCT
easat-1441	60	20	tune	tune	NOUN
easat-1441	60	21	evacuation	evacuation	NOUN
easat-1441	60	22	parameters	parameter	NOUN
easat-1441	60	23	and	and	CCONJ
easat-1441	60	24	variables	variable	NOUN
easat-1441	60	25	.	.	PUNCT
easat-1441	61	1	aim	aim	VERB
easat-1441	61	2	to	to	PART
easat-1441	61	3	minimize	minimize	VERB
easat-1441	61	4	evacuation	evacuation	NOUN
easat-1441	61	5	time	time	NOUN
easat-1441	61	6	,	,	PUNCT
easat-1441	61	7	reduce	reduce	VERB
easat-1441	61	8	congestion	congestion	NOUN
easat-1441	61	9	at	at	ADP
easat-1441	61	10	exit	exit	NOUN
easat-1441	61	11	points	point	NOUN
easat-1441	61	12	,	,	PUNCT
easat-1441	61	13	and	and	CCONJ
easat-1441	61	14	enhance	enhance	VERB
easat-1441	61	15	overall	overall	ADJ
easat-1441	61	16	safety	safety	NOUN
easat-1441	61	17	,	,	PUNCT
easat-1441	61	18	while	while	SCONJ
easat-1441	61	19	considering	consider	VERB
easat-1441	61	20	the	the	DET
easat-1441	61	21	complexities	complexity	NOUN
easat-1441	61	22	of	of	ADP
easat-1441	61	23	human	human	ADJ
easat-1441	61	24	behavior	behavior	NOUN
easat-1441	61	25	and	and	CCONJ
easat-1441	61	26	the	the	DET
easat-1441	61	27	physical	physical	ADJ
easat-1441	61	28	environment	environment	NOUN
easat-1441	61	29	.	.	PUNCT
easat-1441	62	1	two	two	NUM
easat-1441	62	2	hypotheses	hypothesis	NOUN
easat-1441	62	3	are	be	AUX
easat-1441	62	4	used	use	VERB
easat-1441	62	5	for	for	ADP
easat-1441	62	6	analysis	analysis	NOUN
easat-1441	62	7	namely	namely	ADV
easat-1441	62	8	the	the	DET
easat-1441	62	9	null	null	ADJ
easat-1441	62	10	hypothesis	hypothesis	NOUN
easat-1441	62	11	(	(	PUNCT
easat-1441	62	12	h0	h0	NOUN
easat-1441	62	13	)	)	PUNCT
easat-1441	62	14	and	and	CCONJ
easat-1441	62	15	the	the	DET
easat-1441	62	16	alternative	alternative	ADJ
easat-1441	62	17	hypothesis	hypothesis	NOUN
easat-1441	62	18	(	(	PUNCT
easat-1441	62	19	h1	h1	PROPN
easat-1441	62	20	)	)	PUNCT
easat-1441	62	21	in	in	ADP
easat-1441	62	22	this	this	DET
easat-1441	62	23	work	work	NOUN
easat-1441	62	24	.	.	PUNCT
easat-1441	63	1	the	the	DET
easat-1441	63	2	premises	premise	NOUN
easat-1441	63	3	for	for	ADP
easat-1441	63	4	the	the	DET
easat-1441	63	5	hypothesis	hypothesis	NOUN
easat-1441	63	6	:	:	PUNCT
easat-1441	63	7	1	1	NUM
easat-1441	63	8	)	)	PUNCT
easat-1441	63	9	h0	h0	NOUN
easat-1441	63	10	:	:	PUNCT
easat-1441	63	11	there	there	PRON
easat-1441	63	12	is	be	VERB
easat-1441	63	13	no	no	DET
easat-1441	63	14	significant	significant	ADJ
easat-1441	63	15	difference	difference	NOUN
easat-1441	63	16	between	between	ADP
easat-1441	63	17	the	the	DET
easat-1441	63	18	means	mean	NOUN
easat-1441	63	19	of	of	ADP
easat-1441	63	20	the	the	DET
easat-1441	63	21	two	two	NUM
easat-1441	63	22	groups	group	NOUN
easat-1441	63	23	,	,	PUNCT
easat-1441	63	24	meaning	mean	VERB
easat-1441	63	25	that	that	SCONJ
easat-1441	63	26	to	to	PART
easat-1441	63	27	compare	compare	VERB
easat-1441	63	28	the	the	DET
easat-1441	63	29	evacuation	evacuation	NOUN
easat-1441	63	30	time	time	NOUN
easat-1441	63	31	with	with	ADP
easat-1441	63	32	optimization	optimization	NOUN
easat-1441	63	33	and	and	CCONJ
easat-1441	63	34	without	without	ADP
easat-1441	63	35	optimization	optimization	NOUN
easat-1441	63	36	in	in	ADP
easat-1441	63	37	one	one	NUM
easat-1441	63	38	exit	exit	NOUN
easat-1441	63	39	and	and	CCONJ
easat-1441	63	40	two	two	NUM
easat-1441	63	41	exit	exit	NOUN
easat-1441	63	42	points	point	NOUN
easat-1441	63	43	respectively	respectively	ADV
easat-1441	63	44	.	.	PUNCT
easat-1441	64	1	2	2	X
easat-1441	64	2	)	)	PUNCT
easat-1441	64	3	h1	h1	NOUN
easat-1441	64	4	:	:	PUNCT
easat-1441	64	5	there	there	PRON
easat-1441	64	6	is	be	VERB
easat-1441	64	7	a	a	DET
easat-1441	64	8	significant	significant	ADJ
easat-1441	64	9	difference	difference	NOUN
easat-1441	64	10	between	between	ADP
easat-1441	64	11	the	the	DET
easat-1441	64	12	two	two	NUM
easat-1441	64	13	groups	group	NOUN
easat-1441	64	14	'	'	PART
easat-1441	64	15	means	mean	NOUN
easat-1441	64	16	in	in	ADP
easat-1441	64	17	comparing	compare	VERB
easat-1441	64	18	the	the	DET
easat-1441	64	19	evacuation	evacuation	NOUN
easat-1441	64	20	time	time	NOUN
easat-1441	64	21	with	with	ADP
easat-1441	64	22	and	and	CCONJ
easat-1441	64	23	without	without	ADP
easat-1441	64	24	optimization	optimization	NOUN
easat-1441	64	25	at	at	ADP
easat-1441	64	26	one	one	NUM
easat-1441	64	27	exit	exit	NOUN
easat-1441	64	28	and	and	CCONJ
easat-1441	64	29	two	two	NUM
easat-1441	64	30	exit	exit	NOUN
easat-1441	64	31	points	point	NOUN
easat-1441	64	32	.	.	PUNCT
easat-1441	65	1	2	2	X
easat-1441	65	2	.	.	X
easat-1441	65	3	literature	literature	NOUN
easat-1441	65	4	review	review	VERB
easat-1441	65	5	effective	effective	ADJ
easat-1441	65	6	crowd	crowd	NOUN
easat-1441	65	7	evacuation	evacuation	NOUN
easat-1441	65	8	management	management	NOUN
easat-1441	65	9	is	be	AUX
easat-1441	65	10	a	a	DET
easat-1441	65	11	critical	critical	ADJ
easat-1441	65	12	concern	concern	NOUN
easat-1441	65	13	in	in	ADP
easat-1441	65	14	modern	modern	ADJ
easat-1441	65	15	urban	urban	ADJ
easat-1441	65	16	planning	planning	NOUN
easat-1441	65	17	and	and	CCONJ
easat-1441	65	18	emergency	emergency	NOUN
easat-1441	65	19	preparedness	preparedness	NOUN
easat-1441	65	20	.	.	PUNCT
easat-1441	66	1	as	as	SCONJ
easat-1441	66	2	urban	urban	ADJ
easat-1441	66	3	environments	environment	NOUN
easat-1441	66	4	become	become	VERB
easat-1441	66	5	increasingly	increasingly	ADV
easat-1441	66	6	complex	complex	ADJ
easat-1441	66	7	and	and	CCONJ
easat-1441	66	8	densely	densely	ADV
easat-1441	66	9	populated	populate	VERB
easat-1441	66	10	,	,	PUNCT
easat-1441	66	11	the	the	DET
easat-1441	66	12	need	need	NOUN
easat-1441	66	13	for	for	ADP
easat-1441	66	14	advanced	advanced	ADJ
easat-1441	66	15	simulation	simulation	NOUN
easat-1441	66	16	techniques	technique	NOUN
easat-1441	66	17	and	and	CCONJ
easat-1441	66	18	optimization	optimization	NOUN
easat-1441	66	19	strategies	strategy	NOUN
easat-1441	66	20	to	to	PART
easat-1441	66	21	ensure	ensure	VERB
easat-1441	66	22	the	the	DET
easat-1441	66	23	safety	safety	NOUN
easat-1441	66	24	of	of	ADP
easat-1441	66	25	individuals	individual	NOUN
easat-1441	66	26	during	during	ADP
easat-1441	66	27	emergencies	emergency	NOUN
easat-1441	66	28	has	have	AUX
easat-1441	66	29	grown	grow	VERB
easat-1441	66	30	substantially	substantially	ADV
easat-1441	66	31	.	.	PUNCT
easat-1441	67	1	this	this	DET
easat-1441	67	2	literature	literature	NOUN
easat-1441	67	3	review	review	NOUN
easat-1441	67	4	provides	provide	VERB
easat-1441	67	5	an	an	DET
easat-1441	67	6	overview	overview	NOUN
easat-1441	67	7	of	of	ADP
easat-1441	67	8	the	the	DET
easat-1441	67	9	key	key	ADJ
easat-1441	67	10	concepts	concept	NOUN
easat-1441	67	11	,	,	PUNCT
easat-1441	67	12	methodologies	methodology	NOUN
easat-1441	67	13	,	,	PUNCT
easat-1441	67	14	and	and	CCONJ
easat-1441	67	15	algorithms	algorithm	VERB
easat-1441	67	16	relevant	relevant	ADJ
easat-1441	67	17	to	to	ADP
easat-1441	67	18	optimizing	optimize	VERB
easat-1441	67	19	crowd	crowd	NOUN
easat-1441	67	20	evacuation	evacuation	NOUN
easat-1441	67	21	simulations	simulation	NOUN
easat-1441	67	22	,	,	PUNCT
easat-1441	67	23	with	with	ADP
easat-1441	67	24	a	a	DET
easat-1441	67	25	focus	focus	NOUN
easat-1441	67	26	on	on	ADP
easat-1441	67	27	the	the	DET
easat-1441	67	28	whale	whale	NOUN
easat-1441	67	29	optimization	optimization	NOUN
easat-1441	67	30	algorithm	algorithm	NOUN
easat-1441	67	31	with	with	ADP
easat-1441	67	32	bat	bat	NOUN
easat-1441	67	33	chaotic	chaotic	ADJ
easat-1441	67	34	optimization	optimization	NOUN
easat-1441	67	35	(	(	PUNCT
easat-1441	67	36	woabcm	woabcm	NOUN
easat-1441	67	37	)	)	PUNCT
easat-1441	67	38	.	.	PUNCT
easat-1441	68	1	crowd	crowd	NOUN
easat-1441	68	2	evacuation	evacuation	NOUN
easat-1441	68	3	simulations	simulation	NOUN
easat-1441	68	4	have	have	AUX
easat-1441	68	5	been	be	AUX
easat-1441	68	6	extensively	extensively	ADV
easat-1441	68	7	studied	study	VERB
easat-1441	68	8	as	as	ADP
easat-1441	68	9	tools	tool	NOUN
easat-1441	68	10	to	to	PART
easat-1441	68	11	model	model	VERB
easat-1441	68	12	and	and	CCONJ
easat-1441	68	13	predict	predict	VERB
easat-1441	68	14	human	human	ADJ
easat-1441	68	15	behaviour	behaviour	NOUN
easat-1441	68	16	during	during	ADP
easat-1441	68	17	emergency	emergency	NOUN
easat-1441	68	18	scenarios	scenario	NOUN
easat-1441	68	19	.	.	PUNCT
easat-1441	69	1	researchers	researcher	NOUN
easat-1441	69	2	have	have	AUX
easat-1441	69	3	utilized	utilize	VERB
easat-1441	69	4	various	various	ADJ
easat-1441	69	5	techniques	technique	NOUN
easat-1441	69	6	,	,	PUNCT
easat-1441	69	7	including	include	VERB
easat-1441	69	8	cellular	cellular	ADJ
easat-1441	69	9	automata	automata	NOUN
easat-1441	69	10	,	,	PUNCT
easat-1441	69	11	agent	agent	NOUN
easat-1441	69	12	-	-	PUNCT
easat-1441	69	13	based	base	VERB
easat-1441	69	14	models	model	NOUN
easat-1441	69	15	,	,	PUNCT
easat-1441	69	16	and	and	CCONJ
easat-1441	69	17	fluid	fluid	ADJ
easat-1441	69	18	dynamics	dynamic	NOUN
easat-1441	69	19	simulations	simulation	NOUN
easat-1441	69	20	,	,	PUNCT
easat-1441	69	21	to	to	PART
easat-1441	69	22	capture	capture	VERB
easat-1441	69	23	the	the	DET
easat-1441	69	24	dynamics	dynamic	NOUN
easat-1441	69	25	of	of	ADP
easat-1441	69	26	crowd	crowd	NOUN
easat-1441	69	27	movement	movement	NOUN
easat-1441	69	28	and	and	CCONJ
easat-1441	69	29	assess	assess	NOUN
easat-1441	69	30	evacuation	evacuation	NOUN
easat-1441	69	31	strategies	strategy	NOUN
easat-1441	69	32	[	[	X
easat-1441	69	33	9	9	NUM
easat-1441	69	34	,	,	PUNCT
easat-1441	69	35	19	19	NUM
easat-1441	69	36	,	,	PUNCT
easat-1441	69	37	20	20	NUM
easat-1441	69	38	,	,	PUNCT
easat-1441	69	39	21	21	NUM
easat-1441	69	40	]	]	PUNCT
easat-1441	69	41	.	.	PUNCT
easat-1441	70	1	traditional	traditional	ADJ
easat-1441	70	2	methods	method	NOUN
easat-1441	70	3	often	often	ADV
easat-1441	70	4	rely	rely	VERB
easat-1441	70	5	on	on	ADP
easat-1441	70	6	behavioural	behavioural	ADJ
easat-1441	70	7	observations	observation	NOUN
easat-1441	70	8	and	and	CCONJ
easat-1441	70	9	historical	historical	ADJ
easat-1441	70	10	data	datum	NOUN
easat-1441	70	11	,	,	PUNCT
easat-1441	70	12	but	but	CCONJ
easat-1441	70	13	their	their	PRON
easat-1441	70	14	ability	ability	NOUN
easat-1441	70	15	to	to	PART
easat-1441	70	16	account	account	VERB
easat-1441	70	17	for	for	ADP
easat-1441	70	18	complex	complex	ADJ
easat-1441	70	19	and	and	CCONJ
easat-1441	70	20	dynamic	dynamic	ADJ
easat-1441	70	21	factors	factor	NOUN
easat-1441	70	22	can	can	AUX
easat-1441	70	23	be	be	AUX
easat-1441	70	24	limited	limit	VERB
easat-1441	70	25	[	[	PUNCT
easat-1441	70	26	22	22	NUM
easat-1441	70	27	]	]	PUNCT
easat-1441	70	28	.	.	PUNCT
easat-1441	71	1	optimization	optimization	NOUN
easat-1441	71	2	algorithms	algorithm	NOUN
easat-1441	71	3	have	have	AUX
easat-1441	71	4	gained	gain	VERB
easat-1441	71	5	prominence	prominence	NOUN
easat-1441	71	6	as	as	ADP
easat-1441	71	7	effective	effective	ADJ
easat-1441	71	8	tools	tool	NOUN
easat-1441	71	9	to	to	PART
easat-1441	71	10	enhance	enhance	VERB
easat-1441	71	11	crowd	crowd	NOUN
easat-1441	71	12	evacuation	evacuation	NOUN
easat-1441	71	13	simulations	simulation	NOUN
easat-1441	71	14	.	.	PUNCT
easat-1441	72	1	these	these	DET
easat-1441	72	2	algorithms	algorithm	NOUN
easat-1441	72	3	enable	enable	VERB
easat-1441	72	4	systematic	systematic	ADJ
easat-1441	72	5	exploration	exploration	NOUN
easat-1441	72	6	of	of	ADP
easat-1441	72	7	evacuation	evacuation	NOUN
easat-1441	72	8	strategies	strategy	NOUN
easat-1441	72	9	by	by	ADP
easat-1441	72	10	tuning	tune	VERB
easat-1441	72	11	parameters	parameter	NOUN
easat-1441	72	12	and	and	CCONJ
easat-1441	72	13	variables	variable	NOUN
easat-1441	72	14	to	to	PART
easat-1441	72	15	achieve	achieve	VERB
easat-1441	72	16	improved	improved	ADJ
easat-1441	72	17	outcomes	outcome	NOUN
easat-1441	72	18	.	.	PUNCT
easat-1441	73	1	such	such	ADJ
easat-1441	73	2	outcomes	outcome	NOUN
easat-1441	73	3	may	may	AUX
easat-1441	73	4	include	include	VERB
easat-1441	73	5	reducing	reduce	VERB
easat-1441	73	6	evacuation	evacuation	NOUN
easat-1441	73	7	time	time	NOUN
easat-1441	73	8	,	,	PUNCT
easat-1441	73	9	preventing	prevent	VERB
easat-1441	73	10	congestion	congestion	NOUN
easat-1441	73	11	at	at	ADP
easat-1441	73	12	exit	exit	NOUN
easat-1441	73	13	points	point	NOUN
easat-1441	73	14	,	,	PUNCT
easat-1441	73	15	and	and	CCONJ
easat-1441	73	16	enhancing	enhance	VERB
easat-1441	73	17	overall	overall	ADJ
easat-1441	73	18	safety	safety	NOUN
easat-1441	73	19	[	[	X
easat-1441	73	20	10	10	NUM
easat-1441	73	21	,	,	PUNCT
easat-1441	73	22	24	24	NUM
easat-1441	73	23	,	,	PUNCT
easat-1441	73	24	25	25	NUM
easat-1441	73	25	]	]	PUNCT
easat-1441	73	26	.	.	PUNCT
easat-1441	74	1	algorithms	algorithm	NOUN
easat-1441	74	2	for	for	ADP
easat-1441	74	3	optimization	optimization	NOUN
easat-1441	74	4	inspired	inspire	VERB
easat-1441	74	5	by	by	ADP
easat-1441	74	6	nature	nature	NOUN
easat-1441	74	7	have	have	AUX
easat-1441	74	8	demonstrated	demonstrate	VERB
easat-1441	74	9	potential	potential	ADJ
easat-1441	74	10	in	in	ADP
easat-1441	74	11	resolving	resolve	VERB
easat-1441	74	12	intricate	intricate	ADJ
easat-1441	74	13	and	and	CCONJ
easat-1441	74	14	nonlinear	nonlinear	ADJ
easat-1441	74	15	optimization	optimization	NOUN
easat-1441	74	16	issues	issue	NOUN
easat-1441	74	17	.	.	PUNCT
easat-1441	75	1	numerous	numerous	ADJ
easat-1441	75	2	domains	domain	NOUN
easat-1441	75	3	,	,	PUNCT
easat-1441	75	4	including	include	VERB
easat-1441	75	5	population	population	NOUN
easat-1441	75	6	evacuation	evacuation	NOUN
easat-1441	75	7	simulations	simulation	NOUN
easat-1441	75	8	,	,	PUNCT
easat-1441	75	9	have	have	AUX
easat-1441	75	10	used	use	VERB
easat-1441	75	11	algorithms	algorithm	NOUN
easat-1441	75	12	that	that	PRON
easat-1441	75	13	are	be	AUX
easat-1441	75	14	inspired	inspire	VERB
easat-1441	75	15	by	by	ADP
easat-1441	75	16	animal	animal	NOUN
easat-1441	75	17	behavior	behavior	NOUN
easat-1441	75	18	.	.	PUNCT
easat-1441	76	1	examples	example	NOUN
easat-1441	76	2	of	of	ADP
easat-1441	76	3	these	these	DET
easat-1441	76	4	fields	field	NOUN
easat-1441	76	5	include	include	VERB
easat-1441	76	6	genetic	genetic	ADJ
easat-1441	76	7	algorithms	algorithm	NOUN
easat-1441	76	8	,	,	PUNCT
easat-1441	76	9	particle	particle	NOUN
easat-1441	76	10	swarm	swarm	NOUN
easat-1441	76	11	optimization	optimization	NOUN
easat-1441	76	12	,	,	PUNCT
easat-1441	76	13	and	and	CCONJ
easat-1441	76	14	ant	ant	ADJ
easat-1441	76	15	colony	colony	NOUN
easat-1441	76	16	optimization	optimization	NOUN
easat-1441	76	17	[	[	X
easat-1441	76	18	10	10	NUM
easat-1441	76	19	]	]	PUNCT
easat-1441	76	20	.	.	PUNCT
easat-1441	77	1	these	these	DET
easat-1441	77	2	algorithms	algorithm	NOUN
easat-1441	77	3	mimic	mimic	VERB
easat-1441	77	4	natural	natural	ADJ
easat-1441	77	5	processes	process	NOUN
easat-1441	77	6	like	like	ADP
easat-1441	77	7	foraging	forage	VERB
easat-1441	77	8	and	and	CCONJ
easat-1441	77	9	swarm	swarm	NOUN
easat-1441	77	10	behaviours	behaviour	NOUN
easat-1441	77	11	to	to	PART
easat-1441	77	12	efficiently	efficiently	ADV
easat-1441	77	13	explore	explore	VERB
easat-1441	77	14	solution	solution	NOUN
easat-1441	77	15	spaces	space	NOUN
easat-1441	77	16	.	.	PUNCT
easat-1441	78	1	one	one	NUM
easat-1441	78	2	such	such	ADJ
easat-1441	78	3	algorithm	algorithm	NOUN
easat-1441	78	4	that	that	PRON
easat-1441	78	5	is	be	AUX
easat-1441	78	6	inspired	inspire	VERB
easat-1441	78	7	by	by	ADP
easat-1441	78	8	nature	nature	NOUN
easat-1441	78	9	is	be	AUX
easat-1441	78	10	the	the	DET
easat-1441	78	11	whale	whale	NOUN
easat-1441	78	12	optimization	optimization	NOUN
easat-1441	78	13	algorithm	algorithm	NOUN
easat-1441	78	14	(	(	PUNCT
easat-1441	78	15	woa	woa	PROPN
easat-1441	78	16	)	)	PUNCT
easat-1441	78	17	,	,	PUNCT
easat-1441	78	18	which	which	PRON
easat-1441	78	19	draws	draw	VERB
easat-1441	78	20	inspiration	inspiration	NOUN
easat-1441	78	21	from	from	ADP
easat-1441	78	22	the	the	DET
easat-1441	78	23	foraging	forage	VERB
easat-1441	78	24	behavior	behavior	NOUN
easat-1441	78	25	of	of	ADP
easat-1441	78	26	whales	whale	NOUN
easat-1441	78	27	.	.	PUNCT
easat-1441	79	1	it	it	PRON
easat-1441	79	2	looks	look	VERB
easat-1441	79	3	for	for	ADP
easat-1441	79	4	the	the	DET
easat-1441	79	5	best	good	ADJ
easat-1441	79	6	or	or	CCONJ
easat-1441	79	7	optimal	optimal	ADJ
easat-1441	79	8	solution	solution	NOUN
easat-1441	79	9	in	in	ADP
easat-1441	79	10	complicated	complicated	ADJ
easat-1441	79	11	spaces	space	NOUN
easat-1441	79	12	by	by	ADP
easat-1441	79	13	utilizing	utilize	VERB
easat-1441	79	14	exploration	exploration	NOUN
easat-1441	79	15	and	and	CCONJ
easat-1441	79	16	exploitation	exploitation	NOUN
easat-1441	79	17	techniques	technique	NOUN
easat-1441	79	18	.	.	PUNCT
easat-1441	80	1	[	[	X
easat-1441	80	2	6	6	NUM
easat-1441	80	3	]	]	PUNCT
easat-1441	80	4	.	.	PUNCT
easat-1441	81	1	woa	woa	PROPN
easat-1441	81	2	has	have	AUX
easat-1441	81	3	demonstrated	demonstrate	VERB
easat-1441	81	4	success	success	NOUN
easat-1441	81	5	in	in	ADP
easat-1441	81	6	solving	solve	VERB
easat-1441	81	7	various	various	ADJ
easat-1441	81	8	optimization	optimization	NOUN
easat-1441	81	9	problems	problem	NOUN
easat-1441	81	10	and	and	CCONJ
easat-1441	81	11	has	have	AUX
easat-1441	81	12	shown	show	VERB
easat-1441	81	13	potential	potential	NOUN
easat-1441	81	14	for	for	ADP
easat-1441	81	15	addressing	address	VERB
easat-1441	81	16	intricate	intricate	ADJ
easat-1441	81	17	challenges	challenge	NOUN
easat-1441	81	18	,	,	PUNCT
easat-1441	81	19	including	include	VERB
easat-1441	81	20	crowd	crowd	NOUN
easat-1441	81	21	evacuation	evacuation	NOUN
easat-1441	81	22	optimization	optimization	NOUN
easat-1441	81	23	.	.	PUNCT
easat-1441	82	1	659	659	NUM
easat-1441	82	2	edelweiss	edelweiss	PROPN
easat-1441	82	3	applied	apply	VERB
easat-1441	82	4	science	science	NOUN
easat-1441	82	5	and	and	CCONJ
easat-1441	82	6	technology	technology	NOUN
easat-1441	82	7	issn	issn	PROPN
easat-1441	82	8	:	:	PUNCT
easat-1441	82	9	2576	2576	NUM
easat-1441	82	10	-	-	SYM
easat-1441	82	11	8484	8484	NUM
easat-1441	82	12	vol	vol	NOUN
easat-1441	82	13	.	.	PROPN
easat-1441	83	1	8	8	NUM
easat-1441	83	2	,	,	PUNCT
easat-1441	83	3	no	no	INTJ
easat-1441	83	4	.	.	NOUN
easat-1441	84	1	4	4	NUM
easat-1441	84	2	:	:	PUNCT
easat-1441	84	3	656	656	NUM
easat-1441	84	4	-	-	SYM
easat-1441	84	5	672	672	NUM
easat-1441	84	6	,	,	PUNCT
easat-1441	84	7	2024	2024	NUM
easat-1441	84	8	doi	doi	NOUN
easat-1441	84	9	:	:	PUNCT
easat-1441	84	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	84	11	©	©	NOUN
easat-1441	84	12	2024	2024	NUM
easat-1441	84	13	by	by	ADP
easat-1441	84	14	the	the	DET
easat-1441	84	15	authors	author	NOUN
easat-1441	84	16	;	;	PUNCT
easat-1441	84	17	licensee	licensee	PROPN
easat-1441	84	18	learning	learn	VERB
easat-1441	84	19	gate	gate	NOUN
easat-1441	84	20	bat	bat	NOUN
easat-1441	84	21	chaotic	chaotic	ADJ
easat-1441	84	22	optimization	optimization	NOUN
easat-1441	84	23	is	be	AUX
easat-1441	84	24	a	a	DET
easat-1441	84	25	variant	variant	NOUN
easat-1441	84	26	of	of	ADP
easat-1441	84	27	the	the	DET
easat-1441	84	28	bat	bat	NOUN
easat-1441	84	29	algorithm	algorithm	NOUN
easat-1441	84	30	that	that	PRON
easat-1441	84	31	introduces	introduce	VERB
easat-1441	84	32	chaos	chaos	NOUN
easat-1441	84	33	theory	theory	NOUN
easat-1441	84	34	principles	principle	NOUN
easat-1441	84	35	to	to	PART
easat-1441	84	36	enhance	enhance	VERB
easat-1441	84	37	exploration	exploration	NOUN
easat-1441	84	38	capabilities	capability	NOUN
easat-1441	84	39	.	.	PUNCT
easat-1441	85	1	the	the	DET
easat-1441	85	2	purpose	purpose	NOUN
easat-1441	85	3	of	of	ADP
easat-1441	85	4	this	this	DET
easat-1441	85	5	update	update	NOUN
easat-1441	85	6	is	be	AUX
easat-1441	85	7	to	to	PART
easat-1441	85	8	enhance	enhance	VERB
easat-1441	85	9	the	the	DET
easat-1441	85	10	algorithm	algorithm	NOUN
easat-1441	85	11	's	's	PART
easat-1441	85	12	capacity	capacity	NOUN
easat-1441	85	13	to	to	PART
easat-1441	85	14	break	break	VERB
easat-1441	85	15	out	out	ADP
easat-1441	85	16	of	of	ADP
easat-1441	85	17	local	local	ADJ
easat-1441	85	18	optima	optima	NOUN
easat-1441	85	19	and	and	CCONJ
easat-1441	85	20	find	find	VERB
easat-1441	85	21	a	a	DET
easat-1441	85	22	wider	wide	ADJ
easat-1441	85	23	range	range	NOUN
easat-1441	85	24	of	of	ADP
easat-1441	85	25	solutions	solution	NOUN
easat-1441	85	26	[	[	X
easat-1441	85	27	11	11	NUM
easat-1441	85	28	]	]	PUNCT
easat-1441	85	29	.	.	PUNCT
easat-1441	86	1	the	the	DET
easat-1441	86	2	integration	integration	NOUN
easat-1441	86	3	of	of	ADP
easat-1441	86	4	chaotic	chaotic	ADJ
easat-1441	86	5	behaviour	behaviour	NOUN
easat-1441	86	6	enhances	enhance	VERB
easat-1441	86	7	the	the	DET
easat-1441	86	8	algorithm	algorithm	NOUN
easat-1441	86	9	's	's	PART
easat-1441	86	10	adaptability	adaptability	NOUN
easat-1441	86	11	to	to	ADP
easat-1441	86	12	complex	complex	ADJ
easat-1441	86	13	and	and	CCONJ
easat-1441	86	14	dynamic	dynamic	ADJ
easat-1441	86	15	optimization	optimization	NOUN
easat-1441	86	16	landscapes	landscape	NOUN
easat-1441	86	17	.	.	PUNCT
easat-1441	87	1	the	the	DET
easat-1441	87	2	advantages	advantage	NOUN
easat-1441	87	3	of	of	ADP
easat-1441	87	4	the	the	DET
easat-1441	87	5	whale	whale	NOUN
easat-1441	87	6	optimization	optimization	NOUN
easat-1441	87	7	method	method	NOUN
easat-1441	87	8	and	and	CCONJ
easat-1441	87	9	the	the	DET
easat-1441	87	10	bat	bat	NOUN
easat-1441	87	11	chaotic	chaotic	ADJ
easat-1441	87	12	optimization	optimization	NOUN
easat-1441	87	13	are	be	AUX
easat-1441	87	14	combined	combine	VERB
easat-1441	87	15	in	in	ADP
easat-1441	87	16	the	the	DET
easat-1441	87	17	woabcm	woabcm	NOUN
easat-1441	87	18	method	method	NOUN
easat-1441	87	19	.	.	PUNCT
easat-1441	88	1	this	this	DET
easat-1441	88	2	hybrid	hybrid	ADJ
easat-1441	88	3	approach	approach	NOUN
easat-1441	88	4	offers	offer	VERB
easat-1441	88	5	a	a	DET
easat-1441	88	6	unique	unique	ADJ
easat-1441	88	7	combination	combination	NOUN
easat-1441	88	8	of	of	ADP
easat-1441	88	9	exploration	exploration	NOUN
easat-1441	88	10	and	and	CCONJ
easat-1441	88	11	exploitation	exploitation	NOUN
easat-1441	88	12	capabilities	capability	NOUN
easat-1441	88	13	,	,	PUNCT
easat-1441	88	14	making	make	VERB
easat-1441	88	15	it	it	PRON
easat-1441	88	16	well	well	ADV
easat-1441	88	17	-	-	PUNCT
easat-1441	88	18	suited	suited	ADJ
easat-1441	88	19	for	for	ADP
easat-1441	88	20	addressing	address	VERB
easat-1441	88	21	intricate	intricate	ADJ
easat-1441	88	22	and	and	CCONJ
easat-1441	88	23	nonlinear	nonlinear	ADJ
easat-1441	88	24	optimization	optimization	NOUN
easat-1441	88	25	challenges	challenge	NOUN
easat-1441	88	26	[	[	PUNCT
easat-1441	88	27	13	13	NUM
easat-1441	88	28	]	]	PUNCT
easat-1441	88	29	.	.	PUNCT
easat-1441	89	1	the	the	DET
easat-1441	89	2	use	use	NOUN
easat-1441	89	3	of	of	ADP
easat-1441	89	4	the	the	DET
easat-1441	89	5	woabcm	woabcm	NOUN
easat-1441	89	6	algorithm	algorithm	NOUN
easat-1441	89	7	in	in	ADP
easat-1441	89	8	this	this	DET
easat-1441	89	9	context	context	NOUN
easat-1441	89	10	is	be	AUX
easat-1441	89	11	a	a	DET
easat-1441	89	12	relatively	relatively	ADV
easat-1441	89	13	novel	novel	ADJ
easat-1441	89	14	approach	approach	NOUN
easat-1441	89	15	.	.	PUNCT
easat-1441	90	1	the	the	DET
easat-1441	90	2	algorithm	algorithm	NOUN
easat-1441	90	3	's	's	PART
easat-1441	90	4	ability	ability	NOUN
easat-1441	90	5	to	to	PART
easat-1441	90	6	navigate	navigate	VERB
easat-1441	90	7	complex	complex	ADJ
easat-1441	90	8	solution	solution	NOUN
easat-1441	90	9	spaces	space	NOUN
easat-1441	90	10	,	,	PUNCT
easat-1441	90	11	account	account	VERB
easat-1441	90	12	for	for	ADP
easat-1441	90	13	nonlinear	nonlinear	ADJ
easat-1441	90	14	dynamics	dynamic	NOUN
easat-1441	90	15	,	,	PUNCT
easat-1441	90	16	and	and	CCONJ
easat-1441	90	17	adapt	adapt	VERB
easat-1441	90	18	to	to	ADP
easat-1441	90	19	changing	change	VERB
easat-1441	90	20	conditions	condition	NOUN
easat-1441	90	21	aligns	align	VERB
easat-1441	90	22	well	well	ADV
easat-1441	90	23	with	with	ADP
easat-1441	90	24	the	the	DET
easat-1441	90	25	challenges	challenge	NOUN
easat-1441	90	26	of	of	ADP
easat-1441	90	27	crowd	crowd	NOUN
easat-1441	90	28	evacuation	evacuation	NOUN
easat-1441	90	29	optimization	optimization	NOUN
easat-1441	90	30	[	[	X
easat-1441	90	31	13	13	NUM
easat-1441	90	32	]	]	PUNCT
easat-1441	90	33	.	.	PUNCT
easat-1441	91	1	therefore	therefore	ADV
easat-1441	91	2	,	,	PUNCT
easat-1441	91	3	further	further	ADJ
easat-1441	91	4	research	research	NOUN
easat-1441	91	5	can	can	AUX
easat-1441	91	6	be	be	AUX
easat-1441	91	7	carried	carry	VERB
easat-1441	91	8	out	out	ADP
easat-1441	91	9	on	on	ADP
easat-1441	91	10	the	the	DET
easat-1441	91	11	application	application	NOUN
easat-1441	91	12	of	of	ADP
easat-1441	91	13	woabcm	woabcm	NOUN
easat-1441	91	14	related	relate	VERB
easat-1441	91	15	to	to	ADP
easat-1441	91	16	optimization	optimization	NOUN
easat-1441	91	17	problems	problem	NOUN
easat-1441	91	18	in	in	ADP
easat-1441	91	19	other	other	ADJ
easat-1441	91	20	fields	field	NOUN
easat-1441	91	21	such	such	ADJ
easat-1441	91	22	as	as	ADP
easat-1441	91	23	data	datum	NOUN
easat-1441	91	24	mining	mining	NOUN
easat-1441	91	25	,	,	PUNCT
easat-1441	91	26	electrical	electrical	ADJ
easat-1441	91	27	engineering	engineering	NOUN
easat-1441	91	28	,	,	PUNCT
easat-1441	91	29	civil	civil	ADJ
easat-1441	91	30	engineering	engineering	NOUN
easat-1441	91	31	,	,	PUNCT
easat-1441	91	32	mechanical	mechanical	ADJ
easat-1441	91	33	engineering	engineering	NOUN
easat-1441	91	34	,	,	PUNCT
easat-1441	91	35	and	and	CCONJ
easat-1441	91	36	others	other	NOUN
easat-1441	92	1	[	[	X
easat-1441	92	2	23	23	NUM
easat-1441	92	3	]	]	PUNCT
easat-1441	92	4	.	.	PUNCT
easat-1441	93	1	these	these	DET
easat-1441	93	2	researchers	researcher	NOUN
easat-1441	93	3	have	have	AUX
easat-1441	93	4	also	also	ADV
easat-1441	93	5	conducted	conduct	VERB
easat-1441	93	6	an	an	DET
easat-1441	93	7	experiment	experiment	NOUN
easat-1441	93	8	for	for	ADP
easat-1441	93	9	modeling	model	VERB
easat-1441	93	10	crowd	crowd	NOUN
easat-1441	93	11	evacuation	evacuation	NOUN
easat-1441	93	12	based	base	VERB
easat-1441	93	13	on	on	ADP
easat-1441	93	14	room	room	NOUN
easat-1441	93	15	scenario	scenario	NOUN
easat-1441	93	16	[	[	X
easat-1441	93	17	26	26	NUM
easat-1441	93	18	]	]	PUNCT
easat-1441	93	19	.	.	PUNCT
easat-1441	94	1	the	the	DET
easat-1441	94	2	researcher	researcher	NOUN
easat-1441	94	3	has	have	AUX
easat-1441	94	4	done	do	VERB
easat-1441	94	5	the	the	DET
easat-1441	94	6	optimization	optimization	NOUN
easat-1441	94	7	based	base	VERB
easat-1441	94	8	on	on	ADP
easat-1441	94	9	exit	exit	NOUN
easat-1441	94	10	configuration	configuration	NOUN
easat-1441	94	11	.	.	PUNCT
easat-1441	95	1	future	future	ADJ
easat-1441	95	2	research	research	NOUN
easat-1441	95	3	is	be	AUX
easat-1441	95	4	expected	expect	VERB
easat-1441	95	5	to	to	PART
easat-1441	95	6	examine	examine	VERB
easat-1441	95	7	the	the	DET
easat-1441	95	8	full	full	ADJ
easat-1441	95	9	impact	impact	NOUN
easat-1441	95	10	of	of	ADP
easat-1441	95	11	these	these	DET
easat-1441	95	12	variables	variable	NOUN
easat-1441	95	13	,	,	PUNCT
easat-1441	95	14	particularly	particularly	ADV
easat-1441	95	15	how	how	SCONJ
easat-1441	95	16	congestion	congestion	NOUN
easat-1441	95	17	can	can	AUX
easat-1441	95	18	affect	affect	VERB
easat-1441	95	19	travel	travel	NOUN
easat-1441	95	20	choices	choice	NOUN
easat-1441	95	21	.	.	PUNCT
easat-1441	96	1	additionally	additionally	ADV
easat-1441	96	2	,	,	PUNCT
easat-1441	96	3	some	some	DET
easat-1441	96	4	trials	trial	NOUN
easat-1441	96	5	must	must	AUX
easat-1441	96	6	be	be	AUX
easat-1441	96	7	conducted	conduct	VERB
easat-1441	96	8	concurrently	concurrently	ADV
easat-1441	96	9	for	for	ADP
easat-1441	96	10	reference	reference	NOUN
easat-1441	96	11	[	[	X
easat-1441	96	12	27	27	NUM
easat-1441	96	13	]	]	PUNCT
easat-1441	96	14	.	.	PUNCT
easat-1441	97	1	the	the	DET
easat-1441	97	2	unique	unique	ADJ
easat-1441	97	3	characteristics	characteristic	NOUN
easat-1441	97	4	of	of	ADP
easat-1441	97	5	woabcm	woabcm	NOUN
easat-1441	97	6	,	,	PUNCT
easat-1441	97	7	such	such	ADJ
easat-1441	97	8	as	as	ADP
easat-1441	97	9	its	its	PRON
easat-1441	97	10	adaptability	adaptability	NOUN
easat-1441	97	11	to	to	ADP
easat-1441	97	12	nonlinear	nonlinear	ADJ
easat-1441	97	13	and	and	CCONJ
easat-1441	97	14	dynamic	dynamic	ADJ
easat-1441	97	15	optimization	optimization	NOUN
easat-1441	97	16	landscapes	landscape	NOUN
easat-1441	97	17	,	,	PUNCT
easat-1441	97	18	make	make	VERB
easat-1441	97	19	it	it	PRON
easat-1441	97	20	a	a	DET
easat-1441	97	21	promising	promising	ADJ
easat-1441	97	22	candidate	candidate	NOUN
easat-1441	97	23	for	for	ADP
easat-1441	97	24	addressing	address	VERB
easat-1441	97	25	the	the	DET
easat-1441	97	26	complexities	complexity	NOUN
easat-1441	97	27	of	of	ADP
easat-1441	97	28	crowd	crowd	NOUN
easat-1441	97	29	evacuation	evacuation	NOUN
easat-1441	97	30	scenarios	scenario	NOUN
easat-1441	97	31	.	.	PUNCT
easat-1441	98	1	traditional	traditional	ADJ
easat-1441	98	2	evacuation	evacuation	NOUN
easat-1441	98	3	plans	plan	NOUN
easat-1441	98	4	often	often	ADV
easat-1441	98	5	struggle	struggle	VERB
easat-1441	98	6	to	to	PART
easat-1441	98	7	accurately	accurately	ADV
easat-1441	98	8	incorporate	incorporate	VERB
easat-1441	98	9	the	the	DET
easat-1441	98	10	dynamic	dynamic	ADJ
easat-1441	98	11	and	and	CCONJ
easat-1441	98	12	nuanced	nuanced	ADJ
easat-1441	98	13	aspects	aspect	NOUN
easat-1441	98	14	of	of	ADP
easat-1441	98	15	human	human	ADJ
easat-1441	98	16	behaviour	behaviour	NOUN
easat-1441	98	17	during	during	ADP
easat-1441	98	18	emergencies.the	emergencies.the	DET
easat-1441	98	19	gap	gap	NOUN
easat-1441	98	20	lies	lie	VERB
easat-1441	98	21	in	in	ADP
easat-1441	98	22	the	the	DET
easat-1441	98	23	lack	lack	NOUN
easat-1441	98	24	of	of	ADP
easat-1441	98	25	optimization	optimization	NOUN
easat-1441	98	26	techniques	technique	NOUN
easat-1441	98	27	that	that	PRON
easat-1441	98	28	can	can	AUX
easat-1441	98	29	effectively	effectively	ADV
easat-1441	98	30	consider	consider	VERB
easat-1441	98	31	human	human	ADJ
easat-1441	98	32	behaviours	behaviour	NOUN
easat-1441	98	33	under	under	ADP
easat-1441	98	34	stress	stress	NOUN
easat-1441	98	35	,	,	PUNCT
easat-1441	98	36	emotions	emotion	NOUN
easat-1441	98	37	,	,	PUNCT
easat-1441	98	38	and	and	CCONJ
easat-1441	98	39	other	other	ADJ
easat-1441	98	40	situational	situational	ADJ
easat-1441	98	41	factors	factor	NOUN
easat-1441	98	42	[	[	X
easat-1441	98	43	28	28	NUM
easat-1441	98	44	]	]	PUNCT
easat-1441	98	45	.	.	PUNCT
easat-1441	99	1	nature	nature	NOUN
easat-1441	99	2	-	-	PUNCT
easat-1441	99	3	inspired	inspire	VERB
easat-1441	99	4	algorithms	algorithm	NOUN
easat-1441	99	5	like	like	ADP
easat-1441	99	6	woabcm	woabcm	NOUN
easat-1441	99	7	have	have	VERB
easat-1441	99	8	the	the	DET
easat-1441	99	9	potential	potential	NOUN
easat-1441	99	10	to	to	PART
easat-1441	99	11	better	well	ADJ
easat-1441	99	12	capture	capture	VERB
easat-1441	99	13	and	and	CCONJ
easat-1441	99	14	adapt	adapt	VERB
easat-1441	99	15	to	to	ADP
easat-1441	99	16	these	these	DET
easat-1441	99	17	complex	complex	ADJ
easat-1441	99	18	behavioural	behavioural	ADJ
easat-1441	99	19	dynamics	dynamic	NOUN
easat-1441	99	20	[	[	X
easat-1441	99	21	29	29	NUM
easat-1441	99	22	]	]	PUNCT
easat-1441	99	23	.	.	PUNCT
easat-1441	100	1	the	the	DET
easat-1441	100	2	proposed	propose	VERB
easat-1441	100	3	research	research	NOUN
easat-1441	100	4	has	have	VERB
easat-1441	100	5	the	the	DET
easat-1441	100	6	potential	potential	NOUN
easat-1441	100	7	to	to	PART
easat-1441	100	8	significantly	significantly	ADV
easat-1441	100	9	enhance	enhance	VERB
easat-1441	100	10	the	the	DET
easat-1441	100	11	efficacy	efficacy	NOUN
easat-1441	100	12	of	of	ADP
easat-1441	100	13	crowd	crowd	NOUN
easat-1441	100	14	evacuation	evacuation	NOUN
easat-1441	100	15	planning	planning	NOUN
easat-1441	100	16	.	.	PUNCT
easat-1441	101	1	by	by	ADP
easat-1441	101	2	integrating	integrate	VERB
easat-1441	101	3	the	the	DET
easat-1441	101	4	woabcm	woabcm	NOUN
easat-1441	101	5	algorithm	algorithm	NOUN
easat-1441	101	6	,	,	PUNCT
easat-1441	101	7	the	the	DET
easat-1441	101	8	study	study	NOUN
easat-1441	101	9	seeks	seek	VERB
easat-1441	101	10	to	to	PART
easat-1441	101	11	develop	develop	VERB
easat-1441	101	12	evacuation	evacuation	NOUN
easat-1441	101	13	strategies	strategy	NOUN
easat-1441	101	14	that	that	PRON
easat-1441	101	15	not	not	PART
easat-1441	101	16	only	only	ADV
easat-1441	101	17	reduce	reduce	VERB
easat-1441	101	18	evacuation	evacuation	NOUN
easat-1441	101	19	time	time	NOUN
easat-1441	101	20	and	and	CCONJ
easat-1441	101	21	congestion	congestion	NOUN
easat-1441	101	22	but	but	CCONJ
easat-1441	101	23	also	also	ADV
easat-1441	101	24	consider	consider	VERB
easat-1441	101	25	the	the	DET
easat-1441	101	26	intricate	intricate	ADJ
easat-1441	101	27	interplay	interplay	NOUN
easat-1441	101	28	of	of	ADP
easat-1441	101	29	human	human	ADJ
easat-1441	101	30	behavior	behavior	NOUN
easat-1441	101	31	,	,	PUNCT
easat-1441	101	32	building	building	NOUN
easat-1441	101	33	layouts	layout	NOUN
easat-1441	101	34	,	,	PUNCT
easat-1441	101	35	and	and	CCONJ
easat-1441	101	36	exit	exit	NOUN
easat-1441	101	37	capacities	capacity	NOUN
easat-1441	101	38	.	.	PUNCT
easat-1441	102	1	this	this	PRON
easat-1441	102	2	could	could	AUX
easat-1441	102	3	result	result	VERB
easat-1441	102	4	in	in	ADP
easat-1441	102	5	more	more	ADV
easat-1441	102	6	efficient	efficient	ADJ
easat-1441	102	7	and	and	CCONJ
easat-1441	102	8	adaptive	adaptive	ADJ
easat-1441	102	9	evacuation	evacuation	NOUN
easat-1441	102	10	plans	plan	NOUN
easat-1441	102	11	.	.	PUNCT
easat-1441	103	1	as	as	SCONJ
easat-1441	103	2	urban	urban	ADJ
easat-1441	103	3	environments	environment	NOUN
easat-1441	103	4	become	become	VERB
easat-1441	103	5	increasingly	increasingly	ADV
easat-1441	103	6	complex	complex	ADJ
easat-1441	103	7	,	,	PUNCT
easat-1441	103	8	the	the	DET
easat-1441	103	9	need	need	NOUN
easat-1441	103	10	for	for	ADP
easat-1441	103	11	advanced	advanced	ADJ
easat-1441	103	12	emergency	emergency	NOUN
easat-1441	103	13	preparedness	preparedness	NOUN
easat-1441	103	14	measures	measure	NOUN
easat-1441	103	15	becomes	become	VERB
easat-1441	103	16	more	more	ADV
easat-1441	103	17	pressing	pressing	ADJ
easat-1441	103	18	.	.	PUNCT
easat-1441	104	1	optimized	optimize	VERB
easat-1441	104	2	evacuation	evacuation	NOUN
easat-1441	104	3	strategies	strategy	NOUN
easat-1441	104	4	can	can	AUX
easat-1441	104	5	greatly	greatly	ADV
easat-1441	104	6	enhance	enhance	VERB
easat-1441	104	7	the	the	DET
easat-1441	104	8	preparedness	preparedness	NOUN
easat-1441	104	9	of	of	ADP
easat-1441	104	10	urban	urban	ADJ
easat-1441	104	11	areas	area	NOUN
easat-1441	104	12	to	to	PART
easat-1441	104	13	handle	handle	VERB
easat-1441	104	14	a	a	DET
easat-1441	104	15	range	range	NOUN
easat-1441	104	16	of	of	ADP
easat-1441	104	17	emergency	emergency	NOUN
easat-1441	104	18	scenarios	scenario	NOUN
easat-1441	104	19	,	,	PUNCT
easat-1441	104	20	leading	lead	VERB
easat-1441	104	21	to	to	ADP
easat-1441	104	22	better	well	ADJ
easat-1441	104	23	outcomes	outcome	NOUN
easat-1441	104	24	in	in	ADP
easat-1441	104	25	terms	term	NOUN
easat-1441	104	26	of	of	ADP
easat-1441	104	27	human	human	ADJ
easat-1441	104	28	safety	safety	NOUN
easat-1441	104	29	and	and	CCONJ
easat-1441	104	30	property	property	NOUN
easat-1441	104	31	protection	protection	NOUN
easat-1441	104	32	.	.	PUNCT
easat-1441	105	1	the	the	DET
easat-1441	105	2	research	research	NOUN
easat-1441	105	3	holds	hold	VERB
easat-1441	105	4	relevance	relevance	NOUN
easat-1441	105	5	beyond	beyond	ADP
easat-1441	105	6	a	a	DET
easat-1441	105	7	specific	specific	ADJ
easat-1441	105	8	scenario	scenario	NOUN
easat-1441	105	9	,	,	PUNCT
easat-1441	105	10	as	as	SCONJ
easat-1441	105	11	crowd	crowd	NOUN
easat-1441	105	12	evacuation	evacuation	NOUN
easat-1441	105	13	optimization	optimization	NOUN
easat-1441	105	14	is	be	AUX
easat-1441	105	15	a	a	DET
easat-1441	105	16	concern	concern	NOUN
easat-1441	105	17	in	in	ADP
easat-1441	105	18	various	various	ADJ
easat-1441	105	19	settings	setting	NOUN
easat-1441	105	20	,	,	PUNCT
easat-1441	105	21	including	include	VERB
easat-1441	105	22	large	large	ADJ
easat-1441	105	23	public	public	ADJ
easat-1441	105	24	events	event	NOUN
easat-1441	105	25	,	,	PUNCT
easat-1441	105	26	transportation	transportation	NOUN
easat-1441	105	27	hubs	hub	NOUN
easat-1441	105	28	,	,	PUNCT
easat-1441	105	29	and	and	CCONJ
easat-1441	105	30	high	high	ADJ
easat-1441	105	31	-	-	PUNCT
easat-1441	105	32	rise	rise	NOUN
easat-1441	105	33	buildings	building	NOUN
easat-1441	105	34	.	.	PUNCT
easat-1441	106	1	the	the	DET
easat-1441	106	2	insights	insight	NOUN
easat-1441	106	3	gained	gain	VERB
easat-1441	106	4	from	from	ADP
easat-1441	106	5	applying	apply	VERB
easat-1441	106	6	the	the	DET
easat-1441	106	7	woabcm	woabcm	NOUN
easat-1441	106	8	algorithm	algorithm	NOUN
easat-1441	106	9	to	to	PART
easat-1441	106	10	crowd	crowd	VERB
easat-1441	106	11	evacuation	evacuation	NOUN
easat-1441	106	12	could	could	AUX
easat-1441	106	13	have	have	VERB
easat-1441	106	14	implications	implication	NOUN
easat-1441	106	15	for	for	ADP
easat-1441	106	16	a	a	DET
easat-1441	106	17	wide	wide	ADJ
easat-1441	106	18	range	range	NOUN
easat-1441	106	19	of	of	ADP
easat-1441	106	20	scenarios	scenario	NOUN
easat-1441	106	21	.	.	PUNCT
easat-1441	107	1	the	the	DET
easat-1441	107	2	integration	integration	NOUN
easat-1441	107	3	of	of	ADP
easat-1441	107	4	the	the	DET
easat-1441	107	5	woabcm	woabcm	NOUN
easat-1441	107	6	algorithm	algorithm	NOUN
easat-1441	107	7	into	into	ADP
easat-1441	107	8	the	the	DET
easat-1441	107	9	realm	realm	NOUN
easat-1441	107	10	of	of	ADP
easat-1441	107	11	crowd	crowd	NOUN
easat-1441	107	12	evacuation	evacuation	NOUN
easat-1441	107	13	simulations	simulation	NOUN
easat-1441	107	14	contributes	contribute	VERB
easat-1441	107	15	to	to	ADP
easat-1441	107	16	the	the	DET
easat-1441	107	17	optimization	optimization	NOUN
easat-1441	107	18	literature	literature	NOUN
easat-1441	107	19	by	by	ADP
easat-1441	107	20	showcasing	showcase	VERB
easat-1441	107	21	the	the	DET
easat-1441	107	22	algorithm	algorithm	NOUN
easat-1441	107	23	's	's	PART
easat-1441	107	24	capabilities	capability	NOUN
easat-1441	107	25	in	in	ADP
easat-1441	107	26	solving	solve	VERB
easat-1441	107	27	complex	complex	ADJ
easat-1441	107	28	and	and	CCONJ
easat-1441	107	29	dynamic	dynamic	ADJ
easat-1441	107	30	real	real	ADJ
easat-1441	107	31	-	-	PUNCT
easat-1441	107	32	world	world	NOUN
easat-1441	107	33	problems	problem	NOUN
easat-1441	107	34	.	.	PUNCT
easat-1441	108	1	this	this	PRON
easat-1441	108	2	can	can	AUX
easat-1441	108	3	extend	extend	VERB
easat-1441	108	4	the	the	DET
easat-1441	108	5	repertoire	repertoire	NOUN
easat-1441	108	6	of	of	ADP
easat-1441	108	7	optimization	optimization	NOUN
easat-1441	108	8	techniques	technique	NOUN
easat-1441	108	9	available	available	ADJ
easat-1441	108	10	for	for	ADP
easat-1441	108	11	researchers	researcher	NOUN
easat-1441	108	12	and	and	CCONJ
easat-1441	108	13	practitioners	practitioner	NOUN
easat-1441	108	14	in	in	ADP
easat-1441	108	15	various	various	ADJ
easat-1441	108	16	fields	field	NOUN
easat-1441	108	17	.	.	PUNCT
easat-1441	109	1	660	660	NUM
easat-1441	109	2	edelweiss	edelweiss	PROPN
easat-1441	109	3	applied	apply	VERB
easat-1441	109	4	science	science	NOUN
easat-1441	109	5	and	and	CCONJ
easat-1441	109	6	technology	technology	NOUN
easat-1441	109	7	issn	issn	PROPN
easat-1441	109	8	:	:	PUNCT
easat-1441	109	9	2576	2576	NUM
easat-1441	109	10	-	-	SYM
easat-1441	109	11	8484	8484	NUM
easat-1441	109	12	vol	vol	NOUN
easat-1441	109	13	.	.	PROPN
easat-1441	110	1	8	8	NUM
easat-1441	110	2	,	,	PUNCT
easat-1441	110	3	no	no	INTJ
easat-1441	110	4	.	.	NOUN
easat-1441	111	1	4	4	NUM
easat-1441	111	2	:	:	PUNCT
easat-1441	111	3	656	656	NUM
easat-1441	111	4	-	-	SYM
easat-1441	111	5	672	672	NUM
easat-1441	111	6	,	,	PUNCT
easat-1441	111	7	2024	2024	NUM
easat-1441	111	8	doi	doi	NOUN
easat-1441	111	9	:	:	PUNCT
easat-1441	111	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	111	11	©	©	NOUN
easat-1441	111	12	2024	2024	NUM
easat-1441	111	13	by	by	ADP
easat-1441	111	14	the	the	DET
easat-1441	111	15	authors	author	NOUN
easat-1441	111	16	;	;	PUNCT
easat-1441	111	17	licensee	licensee	PROPN
easat-1441	111	18	learning	learn	VERB
easat-1441	111	19	gate	gate	NOUN
easat-1441	111	20	figure	figure	NOUN
easat-1441	111	21	1	1	NUM
easat-1441	111	22	.	.	PUNCT
easat-1441	112	1	the	the	DET
easat-1441	112	2	process	process	NOUN
easat-1441	112	3	of	of	ADP
easat-1441	112	4	the	the	DET
easat-1441	112	5	proposed	propose	VERB
easat-1441	112	6	woabcm	woabcm	NOUN
easat-1441	112	7	for	for	ADP
easat-1441	112	8	simulating	simulate	VERB
easat-1441	112	9	crowd	crowd	NOUN
easat-1441	112	10	evacuation	evacuation	NOUN
easat-1441	112	11	.	.	PUNCT
easat-1441	113	1	3	3	X
easat-1441	113	2	.	.	X
easat-1441	113	3	methods	method	NOUN
easat-1441	113	4	figure	figure	VERB
easat-1441	113	5	1	1	NUM
easat-1441	113	6	describe	describe	NOUN
easat-1441	113	7	methodology	methodology	NOUN
easat-1441	113	8	based	base	VERB
easat-1441	113	9	on	on	ADP
easat-1441	113	10	the	the	DET
easat-1441	113	11	proposed	propose	VERB
easat-1441	113	12	simulation	simulation	NOUN
easat-1441	113	13	model	model	PROPN
easat-1441	113	14	.	.	PUNCT
easat-1441	114	1	the	the	DET
easat-1441	114	2	flowchart	flowchart	NOUN
easat-1441	114	3	presented	present	VERB
easat-1441	114	4	outlines	outline	VERB
easat-1441	114	5	the	the	DET
easat-1441	114	6	process	process	NOUN
easat-1441	114	7	of	of	ADP
easat-1441	114	8	a	a	DET
easat-1441	114	9	crowd	crowd	NOUN
easat-1441	114	10	simulation	simulation	NOUN
easat-1441	114	11	and	and	CCONJ
easat-1441	114	12	analysis	analysis	NOUN
easat-1441	114	13	,	,	PUNCT
easat-1441	114	14	focusing	focus	VERB
easat-1441	114	15	on	on	ADP
easat-1441	114	16	the	the	DET
easat-1441	114	17	steps	step	NOUN
easat-1441	114	18	involved	involve	VERB
easat-1441	114	19	in	in	ADP
easat-1441	114	20	model	model	NOUN
easat-1441	114	21	initialization	initialization	NOUN
easat-1441	114	22	,	,	PUNCT
easat-1441	114	23	agent	agent	NOUN
easat-1441	114	24	creation	creation	NOUN
easat-1441	114	25	,	,	PUNCT
easat-1441	114	26	movement	movement	NOUN
easat-1441	114	27	rules	rule	NOUN
easat-1441	114	28	,	,	PUNCT
easat-1441	114	29	data	data	NOUN
easat-1441	114	30	collection	collection	NOUN
easat-1441	114	31	,	,	PUNCT
easat-1441	114	32	data	datum	NOUN
easat-1441	114	33	import	import	NOUN
easat-1441	114	34	and	and	CCONJ
easat-1441	114	35	cleaning	cleaning	NOUN
easat-1441	114	36	using	use	VERB
easat-1441	114	37	python	python	NOUN
easat-1441	114	38	data	datum	NOUN
easat-1441	114	39	analysis	analysis	NOUN
easat-1441	114	40	library	library	NOUN
easat-1441	114	41	namely	namely	ADV
easat-1441	114	42	numpy	numpy	VERB
easat-1441	114	43	and	and	CCONJ
easat-1441	114	44	scipy	scipy	PROPN
easat-1441	114	45	whilst	whilst	SCONJ
easat-1441	114	46	matplotlib	matplotlib	PROPN
easat-1441	114	47	is	be	AUX
easat-1441	114	48	used	use	VERB
easat-1441	114	49	for	for	ADP
easat-1441	114	50	subsequent	subsequent	ADJ
easat-1441	114	51	statistical	statistical	ADJ
easat-1441	114	52	and	and	CCONJ
easat-1441	114	53	graphical	graphical	ADJ
easat-1441	114	54	analysis	analysis	NOUN
easat-1441	114	55	of	of	ADP
easat-1441	114	56	the	the	DET
easat-1441	114	57	simulation	simulation	NOUN
easat-1441	114	58	results	result	VERB
easat-1441	114	59	.	.	PUNCT
easat-1441	115	1	the	the	DET
easat-1441	115	2	process	process	NOUN
easat-1441	115	3	begins	begin	VERB
easat-1441	115	4	with	with	ADP
easat-1441	115	5	model	model	NOUN
easat-1441	115	6	initialization	initialization	NOUN
easat-1441	115	7	,	,	PUNCT
easat-1441	115	8	where	where	SCONJ
easat-1441	115	9	the	the	DET
easat-1441	115	10	simulation	simulation	NOUN
easat-1441	115	11	environment	environment	NOUN
easat-1441	115	12	is	be	AUX
easat-1441	115	13	set	set	VERB
easat-1441	115	14	up	up	ADP
easat-1441	115	15	.	.	PUNCT
easat-1441	116	1	this	this	PRON
easat-1441	116	2	includes	include	VERB
easat-1441	116	3	initializing	initialize	VERB
easat-1441	116	4	the	the	DET
easat-1441	116	5	environment	environment	NOUN
easat-1441	116	6	itself	itself	PRON
easat-1441	116	7	,	,	PUNCT
easat-1441	116	8	placing	place	VERB
easat-1441	116	9	exits	exit	NOUN
easat-1441	116	10	and	and	CCONJ
easat-1441	116	11	obstacles	obstacle	NOUN
easat-1441	116	12	strategically	strategically	ADV
easat-1441	116	13	,	,	PUNCT
easat-1441	116	14	and	and	CCONJ
easat-1441	116	15	preparing	prepare	VERB
easat-1441	116	16	the	the	DET
easat-1441	116	17	stage	stage	NOUN
easat-1441	116	18	for	for	ADP
easat-1441	116	19	the	the	DET
easat-1441	116	20	crowd	crowd	NOUN
easat-1441	116	21	simulation	simulation	NOUN
easat-1441	116	22	.	.	PUNCT
easat-1441	117	1	next	next	ADJ
easat-1441	117	2	,	,	PUNCT
easat-1441	117	3	agent	agent	NOUN
easat-1441	117	4	creation	creation	NOUN
easat-1441	117	5	comes	come	VERB
easat-1441	117	6	into	into	ADP
easat-1441	117	7	play	play	NOUN
easat-1441	117	8	.	.	PUNCT
easat-1441	118	1	agents	agent	NOUN
easat-1441	118	2	,	,	PUNCT
easat-1441	118	3	representing	represent	VERB
easat-1441	118	4	individuals	individual	NOUN
easat-1441	118	5	in	in	ADP
easat-1441	118	6	the	the	DET
easat-1441	118	7	crowd	crowd	NOUN
easat-1441	118	8	,	,	PUNCT
easat-1441	118	9	are	be	AUX
easat-1441	118	10	generated	generate	VERB
easat-1441	118	11	with	with	ADP
easat-1441	118	12	specific	specific	ADJ
easat-1441	118	13	attributes	attribute	NOUN
easat-1441	118	14	that	that	PRON
easat-1441	118	15	661	661	NUM
easat-1441	118	16	edelweiss	edelweiss	PROPN
easat-1441	118	17	applied	apply	VERB
easat-1441	118	18	science	science	NOUN
easat-1441	118	19	and	and	CCONJ
easat-1441	118	20	technology	technology	NOUN
easat-1441	118	21	issn	issn	PROPN
easat-1441	118	22	:	:	PUNCT
easat-1441	118	23	2576	2576	NUM
easat-1441	118	24	-	-	SYM
easat-1441	118	25	8484	8484	NUM
easat-1441	118	26	vol	vol	NOUN
easat-1441	118	27	.	.	PROPN
easat-1441	119	1	8	8	NUM
easat-1441	119	2	,	,	PUNCT
easat-1441	119	3	no	no	INTJ
easat-1441	119	4	.	.	NOUN
easat-1441	120	1	4	4	NUM
easat-1441	120	2	:	:	PUNCT
easat-1441	120	3	656	656	NUM
easat-1441	120	4	-	-	SYM
easat-1441	120	5	672	672	NUM
easat-1441	120	6	,	,	PUNCT
easat-1441	120	7	2024	2024	NUM
easat-1441	120	8	doi	doi	NOUN
easat-1441	120	9	:	:	PUNCT
easat-1441	120	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	120	11	©	©	NOUN
easat-1441	120	12	2024	2024	NUM
easat-1441	120	13	by	by	ADP
easat-1441	120	14	the	the	DET
easat-1441	120	15	authors	author	NOUN
easat-1441	120	16	;	;	PUNCT
easat-1441	120	17	licensee	licensee	PROPN
easat-1441	120	18	learning	learning	NOUN
easat-1441	120	19	gate	gate	NOUN
easat-1441	120	20	define	define	VERB
easat-1441	120	21	their	their	PRON
easat-1441	120	22	behavior	behavior	NOUN
easat-1441	120	23	.	.	PUNCT
easat-1441	121	1	their	their	PRON
easat-1441	121	2	starting	starting	NOUN
easat-1441	121	3	positions	position	NOUN
easat-1441	121	4	are	be	AUX
easat-1441	121	5	randomized	randomize	VERB
easat-1441	121	6	within	within	ADP
easat-1441	121	7	the	the	DET
easat-1441	121	8	environment	environment	NOUN
easat-1441	121	9	,	,	PUNCT
easat-1441	121	10	simulating	simulate	VERB
easat-1441	121	11	the	the	DET
easat-1441	121	12	initial	initial	ADJ
easat-1441	121	13	placement	placement	NOUN
easat-1441	121	14	of	of	ADP
easat-1441	121	15	people	people	NOUN
easat-1441	121	16	.	.	PUNCT
easat-1441	122	1	the	the	DET
easat-1441	122	2	flowchart	flowchart	NOUN
easat-1441	122	3	then	then	ADV
easat-1441	122	4	delves	delve	VERB
easat-1441	122	5	into	into	ADP
easat-1441	122	6	movement	movement	NOUN
easat-1441	122	7	rules	rule	NOUN
easat-1441	122	8	,	,	PUNCT
easat-1441	122	9	highlighting	highlight	VERB
easat-1441	122	10	the	the	DET
easat-1441	122	11	importance	importance	NOUN
easat-1441	122	12	of	of	ADP
easat-1441	122	13	defining	define	VERB
easat-1441	122	14	behavioral	behavioral	ADJ
easat-1441	122	15	rules	rule	NOUN
easat-1441	122	16	for	for	ADP
easat-1441	122	17	the	the	DET
easat-1441	122	18	agents	agent	NOUN
easat-1441	122	19	.	.	PUNCT
easat-1441	123	1	these	these	DET
easat-1441	123	2	rules	rule	NOUN
easat-1441	123	3	govern	govern	VERB
easat-1441	123	4	how	how	SCONJ
easat-1441	123	5	agents	agent	NOUN
easat-1441	123	6	interact	interact	VERB
easat-1441	123	7	with	with	ADP
easat-1441	123	8	each	each	DET
easat-1441	123	9	other	other	ADJ
easat-1441	123	10	and	and	CCONJ
easat-1441	123	11	their	their	PRON
easat-1441	123	12	environment	environment	NOUN
easat-1441	123	13	.	.	PUNCT
easat-1441	124	1	it	it	PRON
easat-1441	124	2	includes	include	VERB
easat-1441	124	3	implementing	implement	VERB
easat-1441	124	4	avoidance	avoidance	NOUN
easat-1441	124	5	and	and	CCONJ
easat-1441	124	6	following	follow	VERB
easat-1441	124	7	logic	logic	NOUN
easat-1441	124	8	to	to	PART
easat-1441	124	9	simulate	simulate	VERB
easat-1441	124	10	real	real	ADJ
easat-1441	124	11	-	-	PUNCT
easat-1441	124	12	world	world	NOUN
easat-1441	124	13	crowd	crowd	NOUN
easat-1441	124	14	behavior	behavior	NOUN
easat-1441	124	15	accurately	accurately	ADV
easat-1441	124	16	.	.	PUNCT
easat-1441	125	1	data	datum	NOUN
easat-1441	125	2	collection	collection	NOUN
easat-1441	125	3	is	be	AUX
easat-1441	125	4	a	a	DET
easat-1441	125	5	critical	critical	ADJ
easat-1441	125	6	phase	phase	NOUN
easat-1441	125	7	where	where	SCONJ
easat-1441	125	8	the	the	DET
easat-1441	125	9	simulation	simulation	NOUN
easat-1441	125	10	records	record	VERB
easat-1441	125	11	various	various	ADJ
easat-1441	125	12	aspects	aspect	NOUN
easat-1441	125	13	of	of	ADP
easat-1441	125	14	the	the	DET
easat-1441	125	15	crowd	crowd	NOUN
easat-1441	125	16	evacuation	evacuation	NOUN
easat-1441	125	17	.	.	PUNCT
easat-1441	126	1	this	this	DET
easat-1441	126	2	data	datum	NOUN
easat-1441	126	3	,	,	PUNCT
easat-1441	126	4	which	which	PRON
easat-1441	126	5	includes	include	VERB
easat-1441	126	6	evacuation	evacuation	NOUN
easat-1441	126	7	times	time	NOUN
easat-1441	126	8	and	and	CCONJ
easat-1441	126	9	the	the	DET
easat-1441	126	10	paths	path	NOUN
easat-1441	126	11	taken	take	VERB
easat-1441	126	12	by	by	ADP
easat-1441	126	13	agents	agent	NOUN
easat-1441	126	14	,	,	PUNCT
easat-1441	126	15	is	be	AUX
easat-1441	126	16	collected	collect	VERB
easat-1441	126	17	,	,	PUNCT
easat-1441	126	18	and	and	CCONJ
easat-1441	126	19	stored	store	VERB
easat-1441	126	20	for	for	ADP
easat-1441	126	21	further	further	ADJ
easat-1441	126	22	analysis	analysis	NOUN
easat-1441	126	23	.	.	PUNCT
easat-1441	127	1	the	the	DET
easat-1441	127	2	final	final	ADJ
easat-1441	127	3	phase	phase	NOUN
easat-1441	127	4	of	of	ADP
easat-1441	127	5	the	the	DET
easat-1441	127	6	flowchart	flowchart	NOUN
easat-1441	127	7	involves	involve	VERB
easat-1441	127	8	the	the	DET
easat-1441	127	9	interpretation	interpretation	NOUN
easat-1441	127	10	of	of	ADP
easat-1441	127	11	results	result	NOUN
easat-1441	127	12	.	.	PUNCT
easat-1441	128	1	conclusions	conclusion	NOUN
easat-1441	128	2	are	be	AUX
easat-1441	128	3	drawn	draw	VERB
easat-1441	128	4	based	base	VERB
easat-1441	128	5	on	on	ADP
easat-1441	128	6	the	the	DET
easat-1441	128	7	analysis	analysis	NOUN
easat-1441	128	8	,	,	PUNCT
easat-1441	128	9	and	and	CCONJ
easat-1441	128	10	the	the	DET
easat-1441	128	11	findings	finding	NOUN
easat-1441	128	12	are	be	AUX
easat-1441	128	13	contextualized	contextualize	VERB
easat-1441	128	14	within	within	ADP
easat-1441	128	15	the	the	DET
easat-1441	128	16	scope	scope	NOUN
easat-1441	128	17	of	of	ADP
easat-1441	128	18	the	the	DET
easat-1441	128	19	simulation	simulation	NOUN
easat-1441	128	20	.	.	PUNCT
easat-1441	129	1	this	this	DET
easat-1441	129	2	phase	phase	NOUN
easat-1441	129	3	serves	serve	VERB
easat-1441	129	4	as	as	ADP
easat-1441	129	5	the	the	DET
easat-1441	129	6	culmination	culmination	NOUN
easat-1441	129	7	of	of	ADP
easat-1441	129	8	the	the	DET
easat-1441	129	9	simulation	simulation	NOUN
easat-1441	129	10	and	and	CCONJ
easat-1441	129	11	analysis	analysis	NOUN
easat-1441	129	12	process	process	NOUN
easat-1441	129	13	,	,	PUNCT
easat-1441	129	14	where	where	SCONJ
easat-1441	129	15	insights	insight	NOUN
easat-1441	129	16	and	and	CCONJ
easat-1441	129	17	implications	implication	NOUN
easat-1441	129	18	are	be	AUX
easat-1441	129	19	derived	derive	VERB
easat-1441	129	20	from	from	ADP
easat-1441	129	21	the	the	DET
easat-1441	129	22	collected	collect	VERB
easat-1441	129	23	and	and	CCONJ
easat-1441	129	24	analyzed	analyze	VERB
easat-1441	129	25	data	datum	NOUN
easat-1441	129	26	[	[	X
easat-1441	129	27	30,31,32,33	30,31,32,33	NUM
easat-1441	129	28	]	]	PUNCT
easat-1441	129	29	.	.	PUNCT
easat-1441	130	1	this	this	DET
easat-1441	130	2	research	research	NOUN
easat-1441	130	3	is	be	AUX
easat-1441	130	4	based	base	VERB
easat-1441	130	5	on	on	ADP
easat-1441	130	6	the	the	DET
easat-1441	130	7	woabcm	woabcm	NOUN
easat-1441	130	8	algorithm	algorithm	NOUN
easat-1441	130	9	[	[	X
easat-1441	130	10	13	13	NUM
easat-1441	130	11	]	]	PUNCT
easat-1441	130	12	.	.	PUNCT
easat-1441	131	1	which	which	PRON
easat-1441	131	2	combines	combine	VERB
easat-1441	131	3	the	the	DET
easat-1441	131	4	upgraded	upgrade	VERB
easat-1441	131	5	bat	bat	NOUN
easat-1441	131	6	algorithm	algorithm	NOUN
easat-1441	131	7	with	with	ADP
easat-1441	131	8	chaotic	chaotic	ADJ
easat-1441	131	9	maps	map	NOUN
easat-1441	131	10	and	and	CCONJ
easat-1441	131	11	multi	multi	ADJ
easat-1441	131	12	-	-	ADJ
easat-1441	131	13	frequency	frequency	ADJ
easat-1441	131	14	components	component	NOUN
easat-1441	131	15	.	.	PUNCT
easat-1441	132	1	the	the	DET
easat-1441	132	2	previous	previous	ADJ
easat-1441	132	3	studies	study	NOUN
easat-1441	132	4	show	show	VERB
easat-1441	132	5	that	that	SCONJ
easat-1441	132	6	the	the	DET
easat-1441	132	7	woa	woa	PROPN
easat-1441	132	8	algorithm	algorithm	PROPN
easat-1441	132	9	shows	show	VERB
easat-1441	132	10	lower	low	ADJ
easat-1441	132	11	ability	ability	NOUN
easat-1441	132	12	from	from	ADP
easat-1441	132	13	local	local	ADJ
easat-1441	132	14	optima	optima	PROPN
easat-1441	132	15	to	to	PART
easat-1441	132	16	free	free	VERB
easat-1441	132	17	itself	itself	PRON
easat-1441	132	18	.	.	PUNCT
easat-1441	133	1	in	in	ADP
easat-1441	133	2	this	this	DET
easat-1441	133	3	study	study	NOUN
easat-1441	133	4	,	,	PUNCT
easat-1441	133	5	the	the	DET
easat-1441	133	6	combination	combination	NOUN
easat-1441	133	7	of	of	ADP
easat-1441	133	8	woa	woa	NOUN
easat-1441	133	9	and	and	CCONJ
easat-1441	133	10	bat	bat	NOUN
easat-1441	133	11	algorithms	algorithm	NOUN
easat-1441	133	12	are	be	AUX
easat-1441	133	13	used	use	VERB
easat-1441	133	14	to	to	PART
easat-1441	133	15	evaluate	evaluate	VERB
easat-1441	133	16	the	the	DET
easat-1441	133	17	result	result	NOUN
easat-1441	133	18	which	which	PRON
easat-1441	133	19	are	be	AUX
easat-1441	133	20	better	well	ADJ
easat-1441	133	21	than	than	ADP
easat-1441	133	22	the	the	DET
easat-1441	133	23	woa	woa	PROPN
easat-1441	133	24	algorithm	algorithm	NOUN
easat-1441	133	25	from	from	ADP
easat-1441	133	26	few	few	ADJ
easat-1441	133	27	iterations	iteration	NOUN
easat-1441	133	28	.	.	PUNCT
easat-1441	134	1	the	the	DET
easat-1441	134	2	woa	woa	PROPN
easat-1441	134	3	algorithm	algorithm	PROPN
easat-1441	134	4	and	and	CCONJ
easat-1441	134	5	the	the	DET
easat-1441	134	6	bcm	bcm	NOUN
easat-1441	134	7	algorithm	algorithm	NOUN
easat-1441	134	8	are	be	AUX
easat-1441	134	9	combined	combine	VERB
easat-1441	134	10	with	with	ADP
easat-1441	134	11	the	the	DET
easat-1441	134	12	intention	intention	NOUN
easat-1441	134	13	of	of	ADP
easat-1441	134	14	increasing	increase	VERB
easat-1441	134	15	population	population	NOUN
easat-1441	134	16	variety	variety	NOUN
easat-1441	134	17	and	and	CCONJ
easat-1441	134	18	avoiding	avoid	VERB
easat-1441	134	19	local	local	ADJ
easat-1441	134	20	optima	optima	NOUN
easat-1441	134	21	.	.	PUNCT
easat-1441	135	1	this	this	PRON
easat-1441	135	2	increases	increase	VERB
easat-1441	135	3	the	the	DET
easat-1441	135	4	woa	woa	PROPN
easat-1441	135	5	algorithm	algorithm	PROPN
easat-1441	135	6	's	's	PART
easat-1441	135	7	overall	overall	ADJ
easat-1441	135	8	performance	performance	NOUN
easat-1441	135	9	in	in	ADP
easat-1441	135	10	finding	find	VERB
easat-1441	135	11	the	the	DET
easat-1441	135	12	global	global	ADJ
easat-1441	135	13	optimum	optimum	NOUN
easat-1441	135	14	or	or	CCONJ
easat-1441	135	15	getting	get	VERB
easat-1441	135	16	results	result	NOUN
easat-1441	135	17	that	that	PRON
easat-1441	135	18	are	be	AUX
easat-1441	135	19	near	near	ADJ
easat-1441	135	20	to	to	ADP
easat-1441	135	21	it	it	PRON
easat-1441	135	22	.	.	PUNCT
easat-1441	136	1	3.1	3.1	NUM
easat-1441	136	2	.	.	PUNCT
easat-1441	137	1	the	the	DET
easat-1441	137	2	procedure	procedure	NOUN
easat-1441	137	3	in	in	ADP
easat-1441	137	4	woabcm	woabcm	NOUN
easat-1441	137	5	algorithm	algorithm	NOUN
easat-1441	137	6	first	first	ADV
easat-1441	137	7	,	,	PUNCT
easat-1441	137	8	the	the	DET
easat-1441	137	9	matrix	matrix	NOUN
easat-1441	137	10	representation	representation	NOUN
easat-1441	137	11	of	of	ADP
easat-1441	137	12	the	the	DET
easat-1441	137	13	population	population	NOUN
easat-1441	137	14	of	of	ADP
easat-1441	137	15	whale/	whale/	NUM
easat-1441	137	16	hunting	hunt	VERB
easat-1441	137	17	agent	agent	NOUN
easat-1441	137	18	will	will	AUX
easat-1441	137	19	be	be	AUX
easat-1441	137	20	initialized	initialize	VERB
easat-1441	137	21	.	.	PUNCT
easat-1441	138	1	the	the	DET
easat-1441	138	2	location	location	NOUN
easat-1441	138	3	of	of	ADP
easat-1441	138	4	the	the	DET
easat-1441	138	5	randomly	randomly	ADV
easat-1441	138	6	searched	search	VERB
easat-1441	138	7	agent	agent	NOUN
easat-1441	138	8	is	be	AUX
easat-1441	138	9	contained	contain	VERB
easat-1441	138	10	in	in	ADP
easat-1441	138	11	a	a	DET
easat-1441	138	12	one	one	NUM
easat-1441	138	13	-	-	PUNCT
easat-1441	138	14	dimensional	dimensional	ADJ
easat-1441	138	15	array	array	NOUN
easat-1441	138	16	of	of	ADP
easat-1441	138	17	the	the	DET
easat-1441	138	18	matrix	matrix	NOUN
easat-1441	138	19	representation	representation	NOUN
easat-1441	138	20	.	.	PUNCT
easat-1441	139	1	initially	initially	ADV
easat-1441	139	2	,	,	PUNCT
easat-1441	139	3	each	each	DET
easat-1441	139	4	whale	whale	NOUN
easat-1441	139	5	's	's	PART
easat-1441	139	6	position	position	NOUN
easat-1441	139	7	is	be	AUX
easat-1441	139	8	assessed	assess	VERB
easat-1441	139	9	using	use	VERB
easat-1441	139	10	a	a	DET
easat-1441	139	11	function	function	NOUN
easat-1441	139	12	value	value	NOUN
easat-1441	139	13	to	to	PART
easat-1441	139	14	determine	determine	VERB
easat-1441	139	15	the	the	DET
easat-1441	139	16	optimal	optimal	ADJ
easat-1441	139	17	position	position	NOUN
easat-1441	139	18	for	for	ADP
easat-1441	139	19	the	the	DET
easat-1441	139	20	whale	whale	NOUN
easat-1441	139	21	,	,	PUNCT
easat-1441	139	22	determined	determine	VERB
easat-1441	139	23	by	by	ADP
easat-1441	139	24	an	an	DET
easat-1441	139	25	objective	objective	ADJ
easat-1441	139	26	function	function	NOUN
easat-1441	139	27	.	.	PUNCT
easat-1441	140	1	nest	nest	NOUN
easat-1441	140	2	is	be	AUX
easat-1441	140	3	the	the	DET
easat-1441	140	4	iteration	iteration	NOUN
easat-1441	140	5	process	process	NOUN
easat-1441	141	1	in	in	ADP
easat-1441	141	2	which	which	PRON
easat-1441	141	3	some	some	DET
easat-1441	141	4	standard	standard	ADJ
easat-1441	141	5	parameters	parameter	NOUN
easat-1441	141	6	a	a	PRON
easat-1441	141	7	,	,	PUNCT
easat-1441	141	8	a	a	PRON
easat-1441	141	9	,	,	PUNCT
easat-1441	141	10	c	c	NOUN
easat-1441	141	11	,	,	PUNCT
easat-1441	141	12	i	i	PRON
easat-1441	141	13	and	and	CCONJ
easat-1441	141	14	p	p	NOUN
easat-1441	141	15	are	be	AUX
easat-1441	141	16	updated	update	VERB
easat-1441	141	17	which	which	PRON
easat-1441	141	18	are	be	AUX
easat-1441	141	19	directly	directly	ADV
easat-1441	141	20	synchronized	synchronize	VERB
easat-1441	141	21	with	with	ADP
easat-1441	141	22	both	both	DET
easat-1441	141	23	stages	stage	NOUN
easat-1441	141	24	’	'	PUNCT
easat-1441	141	25	exploration	exploration	NOUN
easat-1441	141	26	and	and	CCONJ
easat-1441	141	27	exploitation	exploitation	NOUN
easat-1441	141	28	.	.	PUNCT
easat-1441	142	1	in	in	ADP
easat-1441	142	2	iteration	iteration	NOUN
easat-1441	142	3	there	there	PRON
easat-1441	142	4	is	be	VERB
easat-1441	142	5	huge	huge	ADJ
easat-1441	142	6	difference	difference	NOUN
easat-1441	142	7	between	between	ADP
easat-1441	142	8	woa	woa	NOUN
easat-1441	142	9	and	and	CCONJ
easat-1441	142	10	woabcm	woabcm	NOUN
easat-1441	142	11	because	because	SCONJ
easat-1441	142	12	of	of	ADP
easat-1441	142	13	the	the	DET
easat-1441	142	14	number	number	NOUN
easat-1441	142	15	of	of	ADP
easat-1441	142	16	iterations	iteration	NOUN
easat-1441	142	17	.	.	PUNCT
easat-1441	143	1	in	in	ADP
easat-1441	143	2	the	the	DET
easat-1441	143	3	iteration	iteration	NOUN
easat-1441	143	4	process	process	NOUN
easat-1441	143	5	of	of	ADP
easat-1441	143	6	woa	woa	PROPN
easat-1441	143	7	algorithm	algorithm	PROPN
easat-1441	143	8	parameter	parameter	NOUN
easat-1441	143	9	‘	'	PUNCT
easat-1441	143	10	a	a	PRON
easat-1441	143	11	’	'	PUNCT
easat-1441	143	12	derived	derive	VERB
easat-1441	143	13	linearly	linearly	ADV
easat-1441	143	14	from	from	ADP
easat-1441	143	15	2	2	NUM
easat-1441	143	16	to	to	ADP
easat-1441	143	17	0	0	NUM
easat-1441	143	18	.	.	PUNCT
easat-1441	144	1	but	but	CCONJ
easat-1441	144	2	in	in	ADP
easat-1441	144	3	the	the	DET
easat-1441	144	4	woabcm	woabcm	NOUN
easat-1441	144	5	these	these	DET
easat-1441	144	6	parameters	parameter	NOUN
easat-1441	144	7	can	can	AUX
easat-1441	144	8	be	be	AUX
easat-1441	144	9	regulated	regulate	VERB
easat-1441	144	10	linearly	linearly	ADV
easat-1441	144	11	as	as	ADV
easat-1441	144	12	well	well	ADV
easat-1441	144	13	as	as	ADP
easat-1441	144	14	nonlinearly	nonlinearly	ADV
easat-1441	144	15	.	.	PUNCT
easat-1441	145	1	equations	equation	NOUN
easat-1441	145	2	(	(	PUNCT
easat-1441	145	3	2	2	NUM
easat-1441	145	4	)	)	PUNCT
easat-1441	145	5	,	,	PUNCT
easat-1441	145	6	(	(	PUNCT
easat-1441	145	7	3	3	NUM
easat-1441	145	8	)	)	PUNCT
easat-1441	145	9	,	,	PUNCT
easat-1441	145	10	(	(	PUNCT
easat-1441	145	11	4	4	NUM
easat-1441	145	12	)	)	PUNCT
easat-1441	145	13	,	,	PUNCT
easat-1441	145	14	and	and	CCONJ
easat-1441	145	15	(	(	PUNCT
easat-1441	145	16	5	5	NUM
easat-1441	145	17	)	)	PUNCT
easat-1441	145	18	,	,	PUNCT
easat-1441	145	19	which	which	PRON
easat-1441	145	20	define	define	VERB
easat-1441	145	21	a	a	DET
easat-1441	145	22	non	non	ADJ
easat-1441	145	23	-	-	ADJ
easat-1441	145	24	linear	linear	ADJ
easat-1441	145	25	distance	distance	NOUN
easat-1441	145	26	control	control	NOUN
easat-1441	145	27	parameter	parameter	NOUN
easat-1441	145	28	method	method	NOUN
easat-1441	145	29	,	,	PUNCT
easat-1441	145	30	which	which	PRON
easat-1441	145	31	is	be	AUX
easat-1441	145	32	used	use	VERB
easat-1441	145	33	in	in	ADP
easat-1441	145	34	woabcm	woabcm	NOUN
easat-1441	145	35	.	.	PUNCT
easat-1441	146	1	equation	equation	NOUN
easat-1441	146	2	(	(	PUNCT
easat-1441	146	3	1	1	NUM
easat-1441	146	4	)	)	PUNCT
easat-1441	146	5	,	,	PUNCT
easat-1441	146	6	which	which	PRON
easat-1441	146	7	represents	represent	VERB
easat-1441	146	8	the	the	DET
easat-1441	146	9	linear	linear	ADJ
easat-1441	146	10	distance	distance	NOUN
easat-1441	146	11	control	control	NOUN
easat-1441	146	12	parameter	parameter	NOUN
easat-1441	146	13	technique	technique	NOUN
easat-1441	146	14	used	use	VERB
easat-1441	146	15	in	in	ADP
easat-1441	146	16	the	the	DET
easat-1441	146	17	woa	woa	PROPN
easat-1441	146	18	algorithm	algorithm	NOUN
easat-1441	146	19	.	.	PUNCT
easat-1441	147	1	𝑎(𝑡	𝑎(𝑡	NOUN
easat-1441	147	2	)	)	PUNCT
easat-1441	147	3	=	=	SYM
easat-1441	148	1	2	2	NUM
easat-1441	148	2	−	−	PROPN
easat-1441	148	3	2𝑡	2𝑡	NOUN
easat-1441	148	4	𝑡𝑚𝑎𝑘	𝑡𝑚𝑎𝑘	NOUN
easat-1441	148	5	(	(	PUNCT
easat-1441	148	6	1	1	NUM
easat-1441	148	7	)	)	PUNCT
easat-1441	148	8	𝑎(𝑡	𝑎(𝑡	NOUN
easat-1441	148	9	)	)	PUNCT
easat-1441	148	10	=	=	SYM
easat-1441	148	11	(	(	PUNCT
easat-1441	148	12	𝑎𝑚𝑎𝑘	𝑎𝑚𝑎𝑘	NOUN
easat-1441	148	13	−	−	PROPN
easat-1441	148	14	𝑎𝑚𝑖𝑛)𝑥𝑠𝑖𝑛(𝑚𝑢.	𝑎𝑚𝑖𝑛)𝑥𝑠𝑖𝑛(𝑚𝑢.	PROPN
easat-1441	148	15	𝑡	𝑡	PROPN
easat-1441	148	16	𝑡𝑚𝑎𝑘	𝑡𝑚𝑎𝑘	NOUN
easat-1441	148	17	.	.	PUNCT
easat-1441	149	1	𝑝𝑖	𝑝𝑖	NOUN
easat-1441	149	2	)	)	PUNCT
easat-1441	149	3	(	(	PUNCT
easat-1441	149	4	2	2	X
easat-1441	149	5	)	)	PUNCT
easat-1441	149	6	𝑎(𝑡	𝑎(𝑡	NOUN
easat-1441	149	7	)	)	PUNCT
easat-1441	149	8	=	=	SYM
easat-1441	150	1	(	(	PUNCT
easat-1441	150	2	𝑎𝑚𝑎𝑘	𝑎𝑚𝑎𝑘	NOUN
easat-1441	150	3	−	−	PROPN
easat-1441	150	4	𝑎𝑚𝑖𝑛)𝑥𝑐𝑜𝑠(𝑚𝑢.	𝑎𝑚𝑖𝑛)𝑥𝑐𝑜𝑠(𝑚𝑢.	PROPN
easat-1441	150	5	𝑡	𝑡	PROPN
easat-1441	150	6	𝑡𝑚𝑎𝑘	𝑡𝑚𝑎𝑘	NOUN
easat-1441	150	7	.	.	PUNCT
easat-1441	151	1	𝑝𝑖	𝑝𝑖	NOUN
easat-1441	151	2	)	)	PUNCT
easat-1441	151	3	(	(	PUNCT
easat-1441	151	4	3	3	X
easat-1441	151	5	)	)	PUNCT
easat-1441	151	6	𝑎(𝑡	𝑎(𝑡	NOUN
easat-1441	151	7	)	)	PUNCT
easat-1441	151	8	=	=	SYM
easat-1441	152	1	(	(	PUNCT
easat-1441	152	2	𝑎𝑚𝑎𝑘	𝑎𝑚𝑎𝑘	NOUN
easat-1441	152	3	−	−	PROPN
easat-1441	152	4	𝑎𝑚𝑖𝑛)𝑥𝑡𝑎𝑛(𝑚𝑢.	𝑎𝑚𝑖𝑛)𝑥𝑡𝑎𝑛(𝑚𝑢.	PROPN
easat-1441	152	5	𝑡	𝑡	PROPN
easat-1441	152	6	𝑡𝑚𝑎𝑘	𝑡𝑚𝑎𝑘	NOUN
easat-1441	152	7	.	.	PUNCT
easat-1441	153	1	𝑝𝑖	𝑝𝑖	NOUN
easat-1441	153	2	)	)	PUNCT
easat-1441	153	3	(	(	PUNCT
easat-1441	153	4	4	4	X
easat-1441	153	5	)	)	PUNCT
easat-1441	153	6	𝑎(𝑡	𝑎(𝑡	NOUN
easat-1441	153	7	)	)	PUNCT
easat-1441	153	8	=	=	SYM
easat-1441	154	1	(	(	PUNCT
easat-1441	154	2	𝑎𝑚𝑎𝑘	𝑎𝑚𝑎𝑘	NOUN
easat-1441	154	3	−	−	PROPN
easat-1441	154	4	𝑎𝑚𝑖𝑛)𝑥	𝑎𝑚𝑖𝑛)𝑥	PROPN
easat-1441	154	5	(	(	PUNCT
easat-1441	154	6	𝑡	𝑡	PROPN
easat-1441	154	7	𝑡𝑚𝑎𝑘	𝑡𝑚𝑎𝑘	ADJ
easat-1441	154	8	)	)	PUNCT
easat-1441	154	9	2	2	NUM
easat-1441	154	10	(	(	PUNCT
easat-1441	154	11	5	5	NUM
easat-1441	154	12	)	)	PUNCT
easat-1441	154	13	the	the	DET
easat-1441	154	14	encircling	encircle	VERB
easat-1441	154	15	method	method	NOUN
easat-1441	154	16	is	be	AUX
easat-1441	154	17	still	still	ADV
easat-1441	154	18	used	use	VERB
easat-1441	154	19	in	in	ADP
easat-1441	154	20	the	the	DET
easat-1441	154	21	original	original	ADJ
easat-1441	154	22	woa	woa	NOUN
easat-1441	154	23	algorithm	algorithm	NOUN
easat-1441	154	24	.	.	PUNCT
easat-1441	155	1	but	but	CCONJ
easat-1441	155	2	in	in	ADP
easat-1441	155	3	woabcm	woabcm	NOUN
easat-1441	155	4	,	,	PUNCT
easat-1441	155	5	it	it	PRON
easat-1441	155	6	does	do	AUX
easat-1441	155	7	not	not	PART
easat-1441	155	8	use	use	VERB
easat-1441	155	9	the	the	DET
easat-1441	155	10	encircling	encircle	VERB
easat-1441	155	11	method	method	NOUN
easat-1441	155	12	,	,	PUNCT
easat-1441	155	13	but	but	CCONJ
easat-1441	155	14	bcm	bcm	NOUN
easat-1441	155	15	algorithm	algorithm	NOUN
easat-1441	155	16	is	be	AUX
easat-1441	155	17	used	use	VERB
easat-1441	155	18	with	with	ADP
easat-1441	155	19	this	this	DET
easat-1441	155	20	algorithm	algorithm	NOUN
easat-1441	155	21	.	.	PUNCT
easat-1441	156	1	every	every	DET
easat-1441	156	2	search	search	NOUN
easat-1441	156	3	agent	agent	NOUN
easat-1441	156	4	changes	change	VERB
easat-1441	156	5	its	its	PRON
easat-1441	156	6	position	position	NOUN
easat-1441	156	7	throughout	throughout	ADP
easat-1441	156	8	each	each	DET
easat-1441	156	9	iteration	iteration	NOUN
easat-1441	156	10	according	accord	VERB
easat-1441	156	11	to	to	ADP
easat-1441	156	12	the	the	DET
easat-1441	156	13	condition	condition	NOUN
easat-1441	156	14	.	.	PUNCT
easat-1441	157	1	if	if	SCONJ
easat-1441	157	2	parameter	parameter	NOUN
easat-1441	157	3	'	'	PUNCT
easat-1441	157	4	a	a	PRON
easat-1441	157	5	'	'	PUNCT
easat-1441	157	6	is	be	AUX
easat-1441	157	7	less	less	ADJ
easat-1441	157	8	than	than	ADP
easat-1441	157	9	1	1	NUM
easat-1441	157	10	,	,	PUNCT
easat-1441	157	11	the	the	DET
easat-1441	157	12	position	position	NOUN
easat-1441	157	13	is	be	AUX
easat-1441	157	14	updated	update	VERB
easat-1441	157	15	using	use	VERB
easat-1441	157	16	data	datum	NOUN
easat-1441	157	17	from	from	ADP
easat-1441	157	18	the	the	DET
easat-1441	157	19	best	good	ADJ
easat-1441	157	20	outcome	outcome	NOUN
easat-1441	157	21	.	.	PUNCT
easat-1441	158	1	but	but	CCONJ
easat-1441	158	2	,	,	PUNCT
easat-1441	158	3	if	if	SCONJ
easat-1441	158	4	"	"	PUNCT
easat-1441	158	5	a	a	PRON
easat-1441	158	6	"	"	PUNCT
easat-1441	158	7	is	be	AUX
easat-1441	158	8	greater	great	ADJ
easat-1441	158	9	than	than	ADP
easat-1441	158	10	1	1	NUM
easat-1441	158	11	,	,	PUNCT
easat-1441	158	12	the	the	DET
easat-1441	158	13	position	position	NOUN
easat-1441	158	14	is	be	AUX
easat-1441	158	15	revised	revise	VERB
easat-1441	158	16	using	use	VERB
easat-1441	158	17	randomly	randomly	ADV
easat-1441	158	18	chosen	choose	VERB
easat-1441	158	19	search	search	NOUN
easat-1441	158	20	agents	agent	NOUN
easat-1441	158	21	.	.	PUNCT
easat-1441	159	1	two	two	NUM
easat-1441	159	2	different	different	ADJ
easat-1441	159	3	types	type	NOUN
easat-1441	159	4	of	of	ADP
easat-1441	159	5	movement	movement	NOUN
easat-1441	159	6	are	be	AUX
easat-1441	159	7	included	include	VERB
easat-1441	159	8	in	in	ADP
easat-1441	159	9	the	the	DET
easat-1441	159	10	proposed	propose	VERB
easat-1441	159	11	woa	woa	INTJ
easat-1441	159	12	algorithm	algorithm	PROPN
easat-1441	159	13	:	:	PUNCT
easat-1441	159	14	1	1	NUM
easat-1441	159	15	)	)	PUNCT
easat-1441	159	16	spiral	spiral	ADJ
easat-1441	159	17	movement	movement	NOUN
easat-1441	159	18	2	2	NUM
easat-1441	159	19	)	)	PUNCT
easat-1441	159	20	bcm	bcm	NOUN
easat-1441	159	21	algorithm	algorithm	NOUN
easat-1441	159	22	movement	movement	NOUN
easat-1441	159	23	662	662	NUM
easat-1441	159	24	edelweiss	edelweiss	PROPN
easat-1441	159	25	applied	apply	VERB
easat-1441	159	26	science	science	NOUN
easat-1441	159	27	and	and	CCONJ
easat-1441	159	28	technology	technology	NOUN
easat-1441	159	29	issn	issn	PROPN
easat-1441	159	30	:	:	PUNCT
easat-1441	159	31	2576	2576	NUM
easat-1441	159	32	-	-	SYM
easat-1441	159	33	8484	8484	NUM
easat-1441	159	34	vol	vol	NOUN
easat-1441	159	35	.	.	PROPN
easat-1441	159	36	8	8	NUM
easat-1441	159	37	,	,	PUNCT
easat-1441	159	38	no	no	INTJ
easat-1441	159	39	.	.	NOUN
easat-1441	159	40	4	4	NUM
easat-1441	159	41	:	:	PUNCT
easat-1441	159	42	656	656	NUM
easat-1441	159	43	-	-	SYM
easat-1441	159	44	672	672	NUM
easat-1441	159	45	,	,	PUNCT
easat-1441	159	46	2024	2024	NUM
easat-1441	159	47	doi	doi	NOUN
easat-1441	159	48	:	:	PUNCT
easat-1441	159	49	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	159	50	©	©	NOUN
easat-1441	159	51	2024	2024	NUM
easat-1441	159	52	by	by	ADP
easat-1441	159	53	the	the	DET
easat-1441	159	54	authors	author	NOUN
easat-1441	159	55	;	;	PUNCT
easat-1441	159	56	licensee	licensee	PROPN
easat-1441	159	57	learning	learning	NOUN
easat-1441	159	58	gate	gate	VERB
easat-1441	159	59	another	another	DET
easat-1441	159	60	option	option	NOUN
easat-1441	159	61	,	,	PUNCT
easat-1441	159	62	'	'	PUNCT
easat-1441	159	63	p	p	X
easat-1441	159	64	,	,	PUNCT
easat-1441	159	65	'	'	PUNCT
easat-1441	159	66	which	which	PRON
easat-1441	159	67	has	have	VERB
easat-1441	159	68	random	random	ADJ
easat-1441	159	69	values	value	NOUN
easat-1441	159	70	between	between	ADP
easat-1441	159	71	0	0	NUM
easat-1441	159	72	and	and	CCONJ
easat-1441	159	73	1	1	NUM
easat-1441	159	74	,	,	PUNCT
easat-1441	159	75	is	be	AUX
easat-1441	159	76	used	use	VERB
easat-1441	159	77	for	for	ADP
easat-1441	159	78	choosing	choose	VERB
easat-1441	159	79	which	which	DET
easat-1441	159	80	movement	movement	NOUN
easat-1441	159	81	type	type	NOUN
easat-1441	159	82	to	to	PART
easat-1441	159	83	use	use	VERB
easat-1441	159	84	.	.	PUNCT
easat-1441	160	1	equations	equation	NOUN
easat-1441	160	2	(	(	PUNCT
easat-1441	160	3	6	6	NUM
easat-1441	160	4	)	)	PUNCT
easat-1441	160	5	to	to	ADP
easat-1441	160	6	(	(	PUNCT
easat-1441	160	7	12	12	NUM
easat-1441	160	8	)	)	PUNCT
easat-1441	160	9	are	be	AUX
easat-1441	160	10	used	use	VERB
easat-1441	160	11	in	in	ADP
easat-1441	160	12	this	this	DET
easat-1441	160	13	case	case	NOUN
easat-1441	160	14	if	if	SCONJ
easat-1441	160	15	the	the	DET
easat-1441	160	16	movement	movement	NOUN
easat-1441	160	17	follows	follow	VERB
easat-1441	160	18	the	the	DET
easat-1441	160	19	bcm	bcm	NOUN
easat-1441	160	20	algorithm	algorithm	NOUN
easat-1441	160	21	when	when	SCONJ
easat-1441	160	22	the	the	DET
easat-1441	160	23	'	'	PUNCT
easat-1441	160	24	p	p	NOUN
easat-1441	160	25	'	'	PUNCT
easat-1441	160	26	value	value	NOUN
easat-1441	160	27	is	be	AUX
easat-1441	160	28	smaller	small	ADJ
easat-1441	160	29	than	than	ADP
easat-1441	160	30	0.5	0.5	NUM
easat-1441	160	31	.	.	PUNCT
easat-1441	161	1	𝑄𝑠𝑖	𝑄𝑠𝑖	PROPN
easat-1441	161	2	=	=	PUNCT
easat-1441	161	3	𝑄𝑖	𝑄𝑖	PROPN
easat-1441	161	4	∗	∗	NOUN
easat-1441	161	5	(	(	PUNCT
easat-1441	161	6	1	1	NUM
easat-1441	161	7	+	+	NUM
easat-1441	161	8	𝑆𝑟𝑖	𝑆𝑟𝑖	NOUN
easat-1441	161	9	∗	∗	NOUN
easat-1441	161	10	(	(	PUNCT
easat-1441	161	11	𝑥𝑎𝑐𝑎𝑘−𝑥∗	𝑥𝑎𝑐𝑎𝑘−𝑥∗	PROPN
easat-1441	161	12	𝑡	𝑡	PROPN
easat-1441	161	13	)	)	PUNCT
easat-1441	161	14	|𝑥𝑎𝑐𝑎𝑘−𝑥∗	|𝑥𝑎𝑐𝑎𝑘−𝑥∗	PROPN
easat-1441	161	15	𝑡|+𝑟𝑒𝑎𝑙𝑚𝑖𝑛	𝑡|+𝑟𝑒𝑎𝑙𝑚𝑖𝑛	NUM
easat-1441	161	16	)	)	PUNCT
easat-1441	161	17	(	(	PUNCT
easat-1441	161	18	6	6	X
easat-1441	161	19	)	)	PUNCT
easat-1441	161	20	𝑄𝑠𝑖	𝑄𝑠𝑖	PROPN
easat-1441	162	1	=	=	PUNCT
easat-1441	162	2	𝑄𝑖	𝑄𝑖	PROPN
easat-1441	162	3	∗	∗	NOUN
easat-1441	162	4	(	(	PUNCT
easat-1441	162	5	1	1	NUM
easat-1441	162	6	+	+	NUM
easat-1441	162	7	𝑆𝑟𝑖	𝑆𝑟𝑖	NOUN
easat-1441	162	8	∗	∗	NOUN
easat-1441	162	9	(	(	PUNCT
easat-1441	162	10	𝑥𝑖	𝑥𝑖	CCONJ
easat-1441	162	11	𝑡−𝑥∗	𝑡−𝑥∗	PROPN
easat-1441	162	12	𝑡	𝑡	PROPN
easat-1441	162	13	)	)	PUNCT
easat-1441	162	14	|𝑥𝑖	|𝑥𝑖	NUM
easat-1441	162	15	𝑡	𝑡	ADP
easat-1441	162	16	−𝑥∗	−𝑥∗	PROPN
easat-1441	162	17	𝑡|+𝑟𝑒𝑎𝑙𝑚𝑖𝑛	𝑡|+𝑟𝑒𝑎𝑙𝑚𝑖𝑛	NUM
easat-1441	162	18	)	)	PUNCT
easat-1441	162	19	(	(	PUNCT
easat-1441	162	20	7	7	X
easat-1441	162	21	)	)	PUNCT
easat-1441	162	22	𝑣𝑖	𝑣𝑖	ADP
easat-1441	162	23	𝑡	𝑡	PROPN
easat-1441	162	24	=	=	SYM
easat-1441	162	25	𝑤	𝑤	PROPN
easat-1441	162	26	+	+	CCONJ
easat-1441	162	27	𝑣𝑖	𝑣𝑖	ADP
easat-1441	162	28	𝑡−1	𝑡−1	PROPN
easat-1441	162	29	+	+	CCONJ
easat-1441	162	30	(	(	PUNCT
easat-1441	162	31	𝑥𝑖	𝑥𝑖	NUM
easat-1441	162	32	𝑡	𝑡	PROPN
easat-1441	162	33	−	−	PROPN
easat-1441	162	34	𝑥∗	𝑥∗	PROPN
easat-1441	162	35	𝑡	𝑡	PROPN
easat-1441	162	36	)	)	PUNCT
easat-1441	162	37	∗	∗	NOUN
easat-1441	162	38	𝑄𝑠𝑖	𝑄𝑠𝑖	PROPN
easat-1441	162	39	(	(	PUNCT
easat-1441	162	40	8)	8)	NUM
easat-1441	162	41	𝑧𝑖	𝑧𝑖	INTJ
easat-1441	162	42	𝑡	𝑡	X
easat-1441	162	43	=	=	VERB
easat-1441	162	44	𝑧𝑖	𝑧𝑖	INTJ
easat-1441	162	45	𝑡−1	𝑡−1	PROPN
easat-1441	162	46	+	+	CCONJ
easat-1441	162	47	𝑣𝑖	𝑣𝑖	ADP
easat-1441	162	48	𝑡	𝑡	PROPN
easat-1441	162	49	(	(	PUNCT
easat-1441	162	50	9	9	NUM
easat-1441	162	51	)	)	PUNCT
easat-1441	162	52	𝑋𝑘+1	𝑋𝑘+1	NOUN
easat-1441	162	53	=	=	SYM
easat-1441	162	54	cos	cos	PROPN
easat-1441	162	55	(	(	PUNCT
easat-1441	162	56	𝑎	𝑎	PROPN
easat-1441	162	57	∗	∗	X
easat-1441	162	58	cos−1(𝑋𝑘	cos−1(𝑋𝑘	NUM
easat-1441	162	59	)	)	PUNCT
easat-1441	162	60	)	)	PUNCT
easat-1441	162	61	(	(	PUNCT
easat-1441	162	62	10	10	NUM
easat-1441	162	63	)	)	PUNCT
easat-1441	162	64	𝜀	𝜀	NOUN
easat-1441	162	65	=	=	SYM
easat-1441	162	66	𝑐ℎ𝑎𝑜𝑠(𝑡	𝑐ℎ𝑎𝑜𝑠(𝑡	PROPN
easat-1441	162	67	)	)	PUNCT
easat-1441	162	68	∗	∗	NOUN
easat-1441	162	69	|𝐴𝑚𝑝𝑖	|𝐴𝑚𝑝𝑖	X
easat-1441	162	70	𝑡	𝑡	PROPN
easat-1441	162	71	−	−	PROPN
easat-1441	162	72	𝐴𝑚𝑝𝑚𝑒𝑎𝑛	𝐴𝑚𝑝𝑚𝑒𝑎𝑛	PROPN
easat-1441	162	73	𝑡	𝑡	PROPN
easat-1441	162	74	|	|	ADV
easat-1441	162	75	+	+	CCONJ
easat-1441	162	76	𝜀	𝜀	X
easat-1441	162	77	(	(	PUNCT
easat-1441	162	78	11	11	NUM
easat-1441	162	79	)	)	PUNCT
easat-1441	162	80	𝑧𝑖	𝑧𝑖	NOUN
easat-1441	162	81	𝑡	𝑡	PROPN
easat-1441	162	82	=	=	PROPN
easat-1441	162	83	𝑥∗	𝑥∗	PROPN
easat-1441	162	84	𝑡	𝑡	PROPN
easat-1441	162	85	∗	∗	NOUN
easat-1441	162	86	(	(	PUNCT
easat-1441	162	87	1	1	NUM
easat-1441	162	88	+	+	NUM
easat-1441	162	89	𝜀	𝜀	NOUN
easat-1441	162	90	)	)	PUNCT
easat-1441	162	91	(	(	PUNCT
easat-1441	162	92	12	12	NUM
easat-1441	162	93	)	)	PUNCT
easat-1441	162	94	however	however	ADV
easat-1441	162	95	,	,	PUNCT
easat-1441	162	96	when	when	SCONJ
easat-1441	162	97	the	the	DET
easat-1441	162	98	'	'	PUNCT
easat-1441	162	99	p	p	X
easat-1441	162	100	'	'	PUNCT
easat-1441	162	101	value	value	NOUN
easat-1441	162	102	exceeds	exceed	VERB
easat-1441	162	103	0.5	0.5	NUM
easat-1441	162	104	,	,	PUNCT
easat-1441	162	105	the	the	DET
easat-1441	162	106	algorithm	algorithm	NOUN
easat-1441	162	107	will	will	AUX
easat-1441	162	108	use	use	VERB
easat-1441	162	109	equations	equation	NOUN
easat-1441	162	110	(	(	PUNCT
easat-1441	162	111	13	13	NUM
easat-1441	162	112	)	)	PUNCT
easat-1441	162	113	and	and	CCONJ
easat-1441	162	114	(	(	PUNCT
easat-1441	162	115	14	14	NUM
easat-1441	162	116	)	)	PUNCT
easat-1441	162	117	for	for	ADP
easat-1441	162	118	spiral	spiral	ADJ
easat-1441	162	119	movement	movement	NOUN
easat-1441	162	120	.	.	PUNCT
easat-1441	163	1	the	the	DET
easat-1441	163	2	algorithm	algorithm	NOUN
easat-1441	163	3	is	be	AUX
easat-1441	163	4	executed	execute	VERB
easat-1441	163	5	in	in	ADP
easat-1441	163	6	its	its	PRON
easat-1441	163	7	entirety	entirety	NOUN
easat-1441	163	8	until	until	SCONJ
easat-1441	163	9	the	the	DET
easat-1441	163	10	termination	termination	NOUN
easat-1441	163	11	criteria	criterion	NOUN
easat-1441	163	12	are	be	AUX
easat-1441	163	13	satisfied	satisfied	ADJ
easat-1441	163	14	,	,	PUNCT
easat-1441	163	15	which	which	PRON
easat-1441	163	16	usually	usually	ADV
easat-1441	163	17	happen	happen	VERB
easat-1441	163	18	when	when	SCONJ
easat-1441	163	19	the	the	DET
easat-1441	163	20	maximum	maximum	ADJ
easat-1441	163	21	number	number	NOUN
easat-1441	163	22	of	of	ADP
easat-1441	163	23	iterations	iteration	NOUN
easat-1441	163	24	is	be	AUX
easat-1441	163	25	achieved	achieve	VERB
easat-1441	163	26	.	.	PUNCT
easat-1441	164	1	𝐷	𝐷	NOUN
easat-1441	164	2	=	=	PUNCT
easat-1441	164	3	|𝑋∗(𝑡	|𝑋∗(𝑡	PROPN
easat-1441	164	4	)	)	PUNCT
easat-1441	164	5	−	−	NOUN
easat-1441	165	1	𝑋(𝑡)|	𝑋(𝑡)|	ADP
easat-1441	165	2	(	(	PUNCT
easat-1441	165	3	13	13	NUM
easat-1441	165	4	)	)	PUNCT
easat-1441	165	5	𝑋(𝑡	𝑋(𝑡	NOUN
easat-1441	165	6	−	−	NOUN
easat-1441	165	7	1	1	NUM
easat-1441	165	8	)	)	PUNCT
easat-1441	165	9	=	=	PUNCT
easat-1441	166	1	𝐷′.	𝐷′.	NOUN
easat-1441	166	2	𝑒𝑏𝑙	𝑒𝑏𝑙	VERB
easat-1441	166	3	.	.	PUNCT
easat-1441	167	1	cos(2𝜋𝑙	cos(2𝜋𝑙	X
easat-1441	167	2	)	)	PUNCT
easat-1441	168	1	+	+	NUM
easat-1441	168	2	𝑋∗(𝑡	𝑋∗(𝑡	NOUN
easat-1441	168	3	)	)	PUNCT
easat-1441	168	4	(	(	PUNCT
easat-1441	168	5	14	14	NUM
easat-1441	168	6	)	)	PUNCT
easat-1441	168	7	table	table	NOUN
easat-1441	168	8	1	1	NUM
easat-1441	168	9	.	.	PUNCT
easat-1441	169	1	parameter	parameter	NOUN
easat-1441	169	2	settings	setting	NOUN
easat-1441	169	3	for	for	ADP
easat-1441	169	4	crowd	crowd	NOUN
easat-1441	169	5	evacuation	evacuation	NOUN
easat-1441	169	6	simulation	simulation	NOUN
easat-1441	169	7	.	.	PUNCT
easat-1441	170	1	property	property	NOUN
easat-1441	170	2	size	size	NOUN
easat-1441	170	3	/	/	SYM
easat-1441	170	4	total	total	NOUN
easat-1441	170	5	table	table	NOUN
easat-1441	170	6	(	(	PUNCT
easat-1441	170	7	student	student	NOUN
easat-1441	170	8	)	)	PUNCT
easat-1441	170	9	size	size	NOUN
easat-1441	170	10	(	(	PUNCT
easat-1441	170	11	w	w	NOUN
easat-1441	170	12	x	x	PROPN
easat-1441	170	13	l	l	NOUN
easat-1441	170	14	)	)	PUNCT
easat-1441	170	15	range	range	NOUN
easat-1441	170	16	from	from	ADP
easat-1441	170	17	40	40	NUM
easat-1441	170	18	(	(	PUNCT
easat-1441	170	19	80cmx	80cmx	NOUN
easat-1441	170	20	70	70	NUM
easat-1441	170	21	cm	cm	NOUN
easat-1441	170	22	)	)	PUNCT
easat-1441	170	23	table	table	NOUN
easat-1441	170	24	(	(	PUNCT
easat-1441	170	25	instructor	instructor	NOUN
easat-1441	170	26	)	)	PUNCT
easat-1441	170	27	size	size	NOUN
easat-1441	170	28	(	(	PUNCT
easat-1441	170	29	w	w	NOUN
easat-1441	170	30	x	x	PROPN
easat-1441	170	31	l	l	NOUN
easat-1441	170	32	)	)	PUNCT
easat-1441	170	33	1	1	NUM
easat-1441	170	34	(	(	PUNCT
easat-1441	170	35	1	1	NUM
easat-1441	170	36	m	m	NOUN
easat-1441	170	37	x	x	X
easat-1441	170	38	1.5	1.5	NUM
easat-1441	170	39	m	m	NOUN
easat-1441	170	40	)	)	PUNCT
easat-1441	170	41	exit	exit	NOUN
easat-1441	170	42	door	door	NOUN
easat-1441	170	43	1	1	NUM
easat-1441	170	44	(	(	PUNCT
easat-1441	170	45	5.5,0	5.5,0	NOUN
easat-1441	170	46	)	)	PUNCT
easat-1441	170	47	exit	exit	NOUN
easat-1441	170	48	door	door	NOUN
easat-1441	170	49	2	2	NUM
easat-1441	170	50	(	(	PUNCT
easat-1441	170	51	5.5.,8	5.5.,8	NOUN
easat-1441	170	52	)	)	PUNCT
easat-1441	170	53	room	room	NOUN
easat-1441	170	54	(	(	PUNCT
easat-1441	170	55	wxl	wxl	NOUN
easat-1441	170	56	)	)	PUNCT
easat-1441	170	57	10mx15	10mx15	NUM
easat-1441	170	58	m	m	PROPN
easat-1441	170	59	population	population	NOUN
easat-1441	170	60	(	(	PUNCT
easat-1441	170	61	agents	agent	NOUN
easat-1441	170	62	&	&	CCONJ
easat-1441	170	63	attributes	attributes	PROPN
easat-1441	170	64	)	)	PUNCT
easat-1441	170	65	10	10	NUM
easat-1441	170	66	-	-	SYM
easat-1441	170	67	200	200	NUM
easat-1441	170	68	agents	agent	NOUN
easat-1441	170	69	radius	radius	NOUN
easat-1441	170	70	size	size	NOUN
easat-1441	170	71	0.2	0.2	NUM
easat-1441	170	72	m	m	NOUN
easat-1441	170	73	panic	panic	NOUN
easat-1441	170	74	value	value	NOUN
easat-1441	170	75	(	(	PUNCT
easat-1441	170	76	speed	speed	NOUN
easat-1441	170	77	towards	towards	ADP
easat-1441	170	78	exit	exit	NOUN
easat-1441	170	79	)	)	PUNCT
easat-1441	170	80	1.4	1.4	NUM
easat-1441	170	81	m/s	m/s	PROPN
easat-1441	170	82	the	the	DET
easat-1441	170	83	evacuation	evacuation	NOUN
easat-1441	170	84	scenario	scenario	NOUN
easat-1441	170	85	resembles	resemble	VERB
easat-1441	170	86	on	on	ADP
easat-1441	170	87	of	of	ADP
easat-1441	170	88	the	the	DET
easat-1441	170	89	room	room	NOUN
easat-1441	170	90	in	in	ADP
easat-1441	170	91	faculty	faculty	NOUN
easat-1441	170	92	of	of	ADP
easat-1441	170	93	computer	computer	NOUN
easat-1441	170	94	science	science	NOUN
easat-1441	170	95	and	and	CCONJ
easat-1441	170	96	information	information	NOUN
easat-1441	170	97	technology	technology	NOUN
easat-1441	170	98	,	,	PUNCT
easat-1441	170	99	unimas	unima	NOUN
easat-1441	170	100	.	.	PUNCT
easat-1441	171	1	table	table	NOUN
easat-1441	171	2	i	i	PRON
easat-1441	171	3	show	show	VERB
easat-1441	171	4	the	the	DET
easat-1441	171	5	floor	floor	NOUN
easat-1441	171	6	map	map	NOUN
easat-1441	171	7	design	design	NOUN
easat-1441	171	8	and	and	CCONJ
easat-1441	171	9	parameter	parameter	NOUN
easat-1441	171	10	setting	setting	NOUN
easat-1441	171	11	for	for	ADP
easat-1441	171	12	the	the	DET
easat-1441	171	13	simulation	simulation	NOUN
easat-1441	171	14	.	.	PUNCT
easat-1441	172	1	the	the	DET
easat-1441	172	2	experiments	experiment	NOUN
easat-1441	172	3	and	and	CCONJ
easat-1441	172	4	data	datum	NOUN
easat-1441	172	5	analysis	analysis	NOUN
easat-1441	172	6	were	be	AUX
easat-1441	172	7	conducted	conduct	VERB
easat-1441	172	8	using	use	VERB
easat-1441	172	9	python	python	NOUN
easat-1441	172	10	programming	programming	NOUN
easat-1441	172	11	based	base	VERB
easat-1441	172	12	on	on	ADP
easat-1441	172	13	jupiter	jupiter	PROPN
easat-1441	172	14	notebook	notebook	PROPN
easat-1441	172	15	.	.	PUNCT
easat-1441	173	1	the	the	DET
easat-1441	173	2	objective	objective	NOUN
easat-1441	173	3	of	of	ADP
easat-1441	173	4	these	these	DET
easat-1441	173	5	experiments	experiment	NOUN
easat-1441	173	6	was	be	AUX
easat-1441	173	7	to	to	PART
easat-1441	173	8	achieve	achieve	VERB
easat-1441	173	9	the	the	DET
easat-1441	173	10	optimal	optimal	ADJ
easat-1441	173	11	values	value	NOUN
easat-1441	173	12	for	for	ADP
easat-1441	173	13	evacuation	evacuation	NOUN
easat-1441	173	14	.	.	PUNCT
easat-1441	174	1	3.2	3.2	NUM
easat-1441	174	2	.	.	PUNCT
easat-1441	174	3	simulation	simulation	NOUN
easat-1441	174	4	scene	scene	NOUN
easat-1441	174	5	and	and	CCONJ
easat-1441	174	6	steps	step	VERB
easat-1441	174	7	the	the	DET
easat-1441	174	8	room	room	NOUN
easat-1441	174	9	is	be	AUX
easat-1441	174	10	a	a	DET
easat-1441	174	11	defined	define	VERB
easat-1441	174	12	area	area	NOUN
easat-1441	174	13	with	with	ADP
easat-1441	174	14	specified	specify	VERB
easat-1441	174	15	dimensions	dimension	NOUN
easat-1441	174	16	.	.	PUNCT
easat-1441	175	1	it	it	PRON
easat-1441	175	2	can	can	AUX
easat-1441	175	3	have	have	VERB
easat-1441	175	4	one	one	NUM
easat-1441	175	5	or	or	CCONJ
easat-1441	175	6	two	two	NUM
easat-1441	175	7	exits	exit	NOUN
easat-1441	175	8	at	at	ADP
easat-1441	175	9	predetermined	predetermine	VERB
easat-1441	175	10	locations	location	NOUN
easat-1441	175	11	.	.	PUNCT
easat-1441	176	1	agents	agent	NOUN
easat-1441	176	2	will	will	AUX
easat-1441	176	3	consist	consist	VERB
easat-1441	176	4	of	of	ADP
easat-1441	176	5	10	10	NUM
easat-1441	176	6	to	to	PART
easat-1441	176	7	200	200	NUM
easat-1441	176	8	agents	agent	NOUN
easat-1441	176	9	(	(	PUNCT
easat-1441	176	10	representing	represent	VERB
easat-1441	176	11	students	student	NOUN
easat-1441	176	12	)	)	PUNCT
easat-1441	176	13	are	be	AUX
easat-1441	176	14	randomly	randomly	ADV
easat-1441	176	15	placed	place	VERB
easat-1441	176	16	within	within	ADP
easat-1441	176	17	the	the	DET
easat-1441	176	18	room	room	NOUN
easat-1441	176	19	.	.	PUNCT
easat-1441	177	1	for	for	ADP
easat-1441	177	2	initialization	initialization	NOUN
easat-1441	177	3	phase	phase	NOUN
easat-1441	177	4	,	,	PUNCT
easat-1441	177	5	a	a	DET
easat-1441	177	6	random	random	ADJ
easat-1441	177	7	population	population	NOUN
easat-1441	177	8	of	of	ADP
easat-1441	177	9	search	search	NOUN
easat-1441	177	10	agents	agent	NOUN
easat-1441	177	11	was	be	AUX
easat-1441	177	12	initialized	initialize	VERB
easat-1441	177	13	.	.	PUNCT
easat-1441	178	1	in	in	ADP
easat-1441	178	2	this	this	DET
easat-1441	178	3	case	case	NOUN
easat-1441	178	4	,	,	PUNCT
easat-1441	178	5	agent	agent	NOUN
easat-1441	178	6	,	,	PUNCT
easat-1441	178	7	whale	whale	NOUN
easat-1441	178	8	,	,	PUNCT
easat-1441	178	9	and	and	CCONJ
easat-1441	178	10	bat	bat	NOUN
easat-1441	178	11	will	will	AUX
easat-1441	178	12	be	be	AUX
easat-1441	178	13	the	the	DET
easat-1441	178	14	classes	class	NOUN
easat-1441	178	15	to	to	PART
easat-1441	178	16	denote	denote	VERB
easat-1441	178	17	a	a	DET
easat-1441	178	18	basic	basic	ADJ
easat-1441	178	19	structure	structure	NOUN
easat-1441	178	20	for	for	ADP
easat-1441	178	21	agents	agent	NOUN
easat-1441	178	22	depicting	depict	VERB
easat-1441	178	23	as	as	ADP
easat-1441	178	24	whales	whale	NOUN
easat-1441	178	25	,	,	PUNCT
easat-1441	178	26	and	and	CCONJ
easat-1441	178	27	bats	bat	NOUN
easat-1441	178	28	.	.	PUNCT
easat-1441	179	1	663	663	NUM
easat-1441	179	2	edelweiss	edelweiss	PROPN
easat-1441	179	3	applied	apply	VERB
easat-1441	179	4	science	science	NOUN
easat-1441	179	5	and	and	CCONJ
easat-1441	179	6	technology	technology	NOUN
easat-1441	179	7	issn	issn	PROPN
easat-1441	179	8	:	:	PUNCT
easat-1441	179	9	2576	2576	NUM
easat-1441	179	10	-	-	SYM
easat-1441	179	11	8484	8484	NUM
easat-1441	179	12	vol	vol	NOUN
easat-1441	179	13	.	.	PROPN
easat-1441	180	1	8	8	NUM
easat-1441	180	2	,	,	PUNCT
easat-1441	180	3	no	no	INTJ
easat-1441	180	4	.	.	NOUN
easat-1441	181	1	4	4	NUM
easat-1441	181	2	:	:	PUNCT
easat-1441	181	3	656	656	NUM
easat-1441	181	4	-	-	SYM
easat-1441	181	5	672	672	NUM
easat-1441	181	6	,	,	PUNCT
easat-1441	181	7	2024	2024	NUM
easat-1441	181	8	doi	doi	NOUN
easat-1441	181	9	:	:	PUNCT
easat-1441	181	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	181	11	©	©	NOUN
easat-1441	181	12	2024	2024	NUM
easat-1441	181	13	by	by	ADP
easat-1441	181	14	the	the	DET
easat-1441	181	15	authors	author	NOUN
easat-1441	181	16	;	;	PUNCT
easat-1441	181	17	licensee	licensee	PROPN
easat-1441	181	18	learning	learning	NOUN
easat-1441	181	19	gate	gate	NOUN
easat-1441	181	20	in	in	ADP
easat-1441	181	21	problem	problem	NOUN
easat-1441	181	22	formulation	formulation	NOUN
easat-1441	181	23	,	,	PUNCT
easat-1441	181	24	each	each	DET
easat-1441	181	25	agent	agent	NOUN
easat-1441	181	26	(	(	PUNCT
easat-1441	181	27	student	student	NOUN
easat-1441	181	28	)	)	PUNCT
easat-1441	181	29	is	be	AUX
easat-1441	181	30	placed	place	VERB
easat-1441	181	31	at	at	ADP
easat-1441	181	32	a	a	DET
easat-1441	181	33	random	random	ADJ
easat-1441	181	34	location	location	NOUN
easat-1441	181	35	inside	inside	ADP
easat-1441	181	36	the	the	DET
easat-1441	181	37	room	room	NOUN
easat-1441	181	38	.	.	PUNCT
easat-1441	182	1	their	their	PRON
easat-1441	182	2	initial	initial	ADJ
easat-1441	182	3	position	position	NOUN
easat-1441	182	4	is	be	AUX
easat-1441	182	5	a	a	DET
easat-1441	182	6	point	point	NOUN
easat-1441	182	7	in	in	ADP
easat-1441	182	8	a	a	DET
easat-1441	182	9	two	two	NUM
easat-1441	182	10	-	-	PUNCT
easat-1441	182	11	dimensional	dimensional	ADJ
easat-1441	182	12	coordinate	coordinate	NOUN
easat-1441	182	13	system	system	NOUN
easat-1441	182	14	representing	represent	VERB
easat-1441	182	15	the	the	DET
easat-1441	182	16	room	room	NOUN
easat-1441	182	17	layout	layout	NOUN
easat-1441	182	18	.	.	PUNCT
easat-1441	183	1	•	•	NUM
easat-1441	183	2	exit	exit	NOUN
easat-1441	183	3	locations	location	NOUN
easat-1441	183	4	:	:	PUNCT
easat-1441	183	5	the	the	DET
easat-1441	183	6	exits	exit	NOUN
easat-1441	183	7	are	be	AUX
easat-1441	183	8	fixed	fix	VERB
easat-1441	183	9	points	point	NOUN
easat-1441	183	10	on	on	ADP
easat-1441	183	11	the	the	DET
easat-1441	183	12	boundary	boundary	NOUN
easat-1441	183	13	of	of	ADP
easat-1441	183	14	the	the	DET
easat-1441	183	15	room	room	NOUN
easat-1441	183	16	.	.	PUNCT
easat-1441	184	1	•	•	NUM
easat-1441	184	2	agent	agent	NOUN
easat-1441	184	3	movement	movement	NOUN
easat-1441	184	4	:	:	PUNCT
easat-1441	184	5	agents	agent	NOUN
easat-1441	184	6	move	move	VERB
easat-1441	184	7	towards	towards	ADP
easat-1441	184	8	an	an	DET
easat-1441	184	9	exit	exit	NOUN
easat-1441	184	10	based	base	VERB
easat-1441	184	11	on	on	ADP
easat-1441	184	12	the	the	DET
easat-1441	184	13	algorithms	algorithm	NOUN
easat-1441	184	14	'	'	PART
easat-1441	184	15	strategies	strategy	NOUN
easat-1441	184	16	.	.	PUNCT
easat-1441	185	1	movement	movement	NOUN
easat-1441	185	2	is	be	AUX
easat-1441	185	3	constrained	constrain	VERB
easat-1441	185	4	by	by	ADP
easat-1441	185	5	the	the	DET
easat-1441	185	6	room	room	NOUN
easat-1441	185	7	boundaries	boundary	NOUN
easat-1441	185	8	and	and	CCONJ
easat-1441	185	9	other	other	ADJ
easat-1441	185	10	agents	agent	NOUN
easat-1441	185	11	.	.	PUNCT
easat-1441	186	1	•	•	NUM
easat-1441	186	2	evacuation	evacuation	NOUN
easat-1441	186	3	timing	timing	NOUN
easat-1441	186	4	:	:	PUNCT
easat-1441	186	5	each	each	DET
easat-1441	186	6	agent	agent	NOUN
easat-1441	186	7	's	's	PART
easat-1441	186	8	timing	timing	NOUN
easat-1441	186	9	is	be	AUX
easat-1441	186	10	tracked	track	VERB
easat-1441	186	11	in	in	ADP
easat-1441	186	12	seconds	second	NOUN
easat-1441	186	13	as	as	SCONJ
easat-1441	186	14	they	they	PRON
easat-1441	186	15	approach	approach	VERB
easat-1441	186	16	an	an	DET
easat-1441	186	17	exit	exit	NOUN
easat-1441	186	18	.	.	PUNCT
easat-1441	187	1	the	the	DET
easat-1441	187	2	moment	moment	NOUN
easat-1441	187	3	the	the	DET
easat-1441	187	4	last	last	ADJ
easat-1441	187	5	agent	agent	NOUN
easat-1441	187	6	leaves	leave	VERB
easat-1441	187	7	the	the	DET
easat-1441	187	8	room	room	NOUN
easat-1441	187	9	is	be	AUX
easat-1441	187	10	the	the	DET
easat-1441	187	11	entire	entire	ADJ
easat-1441	187	12	evacuation	evacuation	NOUN
easat-1441	187	13	time	time	NOUN
easat-1441	187	14	.	.	PUNCT
easat-1441	188	1	for	for	ADP
easat-1441	188	2	the	the	DET
easat-1441	188	3	room	room	NOUN
easat-1441	188	4	scenario	scenario	NOUN
easat-1441	188	5	,	,	PUNCT
easat-1441	188	6	the	the	DET
easat-1441	188	7	total	total	ADJ
easat-1441	188	8	evacuation	evacuation	NOUN
easat-1441	188	9	time	time	NOUN
easat-1441	188	10	is	be	AUX
easat-1441	188	11	represented	represent	VERB
easat-1441	188	12	by	by	ADP
easat-1441	188	13	the	the	DET
easat-1441	188	14	mathematical	mathematical	ADJ
easat-1441	188	15	function	function	NOUN
easat-1441	188	16	f(x	f(x	PROPN
easat-1441	188	17	)	)	PUNCT
easat-1441	188	18	.	.	PUNCT
easat-1441	189	1	it	it	PRON
easat-1441	189	2	depends	depend	VERB
easat-1441	189	3	on	on	ADP
easat-1441	189	4	the	the	DET
easat-1441	189	5	quantity	quantity	NOUN
easat-1441	189	6	of	of	ADP
easat-1441	189	7	agents	agent	NOUN
easat-1441	189	8	,	,	PUNCT
easat-1441	189	9	the	the	DET
easat-1441	189	10	quantity	quantity	NOUN
easat-1441	189	11	of	of	ADP
easat-1441	189	12	exits	exit	NOUN
easat-1441	189	13	(	(	PUNCT
easat-1441	189	14	one	one	NUM
easat-1441	189	15	or	or	CCONJ
easat-1441	189	16	two	two	NUM
easat-1441	189	17	)	)	PUNCT
easat-1441	189	18	,	,	PUNCT
easat-1441	189	19	and	and	CCONJ
easat-1441	189	20	the	the	DET
easat-1441	189	21	distribution	distribution	NOUN
easat-1441	189	22	and	and	CCONJ
easat-1441	189	23	courses	course	NOUN
easat-1441	189	24	of	of	ADP
easat-1441	189	25	those	those	DET
easat-1441	189	26	agents	agent	NOUN
easat-1441	189	27	.	.	PUNCT
easat-1441	190	1	the	the	DET
easat-1441	190	2	formula	formula	NOUN
easat-1441	190	3	can	can	AUX
easat-1441	190	4	be	be	AUX
easat-1441	190	5	defined	define	VERB
easat-1441	190	6	as	as	ADP
easat-1441	190	7	f(n	f(n	PROPN
easat-1441	190	8	,	,	PUNCT
easat-1441	190	9	e	e	PROPN
easat-1441	190	10	,	,	PUNCT
easat-1441	190	11	x)=total	x)=total	PROPN
easat-1441	190	12	evacuation	evacuation	NOUN
easat-1441	190	13	time	time	NOUN
easat-1441	190	14	.	.	PUNCT
easat-1441	191	1	for	for	ADP
easat-1441	191	2	the	the	DET
easat-1441	191	3	objective	objective	ADJ
easat-1441	191	4	function	function	NOUN
easat-1441	191	5	,	,	PUNCT
easat-1441	191	6	the	the	DET
easat-1441	191	7	entire	entire	ADJ
easat-1441	191	8	evacuation	evacuation	NOUN
easat-1441	191	9	time	time	NOUN
easat-1441	191	10	serves	serve	VERB
easat-1441	191	11	as	as	ADP
easat-1441	191	12	the	the	DET
easat-1441	191	13	objective	objective	ADJ
easat-1441	191	14	function	function	NOUN
easat-1441	191	15	.	.	PUNCT
easat-1441	192	1	based	base	VERB
easat-1441	192	2	on	on	ADP
easat-1441	192	3	agent	agent	NOUN
easat-1441	192	4	placements	placement	NOUN
easat-1441	192	5	and	and	CCONJ
easat-1441	192	6	behaviors	behavior	NOUN
easat-1441	192	7	,	,	PUNCT
easat-1441	192	8	the	the	DET
easat-1441	192	9	evacuation	evacuation	NOUN
easat-1441	192	10	time	time	NOUN
easat-1441	192	11	of	of	ADP
easat-1441	192	12	the	the	DET
easat-1441	192	13	goal	goal	NOUN
easat-1441	192	14	function	function	NOUN
easat-1441	192	15	should	should	AUX
easat-1441	192	16	determine	determine	VERB
easat-1441	192	17	the	the	DET
easat-1441	192	18	overall	overall	ADJ
easat-1441	192	19	evacuation	evacuation	NOUN
easat-1441	192	20	time	time	NOUN
easat-1441	192	21	.	.	PUNCT
easat-1441	193	1	for	for	ADP
easat-1441	193	2	example	example	NOUN
easat-1441	193	3	,	,	PUNCT
easat-1441	193	4	let	let	VERB
easat-1441	193	5	f(n	f(n	PROPN
easat-1441	193	6	,	,	PUNCT
easat-1441	193	7	e	e	NOUN
easat-1441	193	8	,	,	PUNCT
easat-1441	193	9	x	x	X
easat-1441	193	10	)	)	PUNCT
easat-1441	193	11	be	be	VERB
easat-1441	193	12	as	as	ADP
easat-1441	193	13	functional	functional	ADJ
easat-1441	193	14	objective	objective	NOUN
easat-1441	193	15	that	that	PRON
easat-1441	193	16	represent	represent	VERB
easat-1441	193	17	the	the	DET
easat-1441	193	18	duration	duration	NOUN
easat-1441	193	19	of	of	ADP
easat-1441	193	20	the	the	DET
easat-1441	193	21	evacuation	evacuation	NOUN
easat-1441	193	22	for	for	ADP
easat-1441	193	23	the	the	DET
easat-1441	193	24	room	room	NOUN
easat-1441	193	25	scenario	scenario	NOUN
easat-1441	193	26	,	,	PUNCT
easat-1441	194	1	where	where	SCONJ
easat-1441	194	2	:	:	PUNCT
easat-1441	194	3	•	•	NUM
easat-1441	194	4	n	n	PRON
easat-1441	194	5	is	be	AUX
easat-1441	194	6	the	the	DET
easat-1441	194	7	number	number	NOUN
easat-1441	194	8	of	of	ADP
easat-1441	194	9	agents	agent	NOUN
easat-1441	194	10	(	(	PUNCT
easat-1441	194	11	ranging	range	VERB
easat-1441	194	12	from	from	ADP
easat-1441	194	13	10	10	NUM
easat-1441	194	14	to	to	ADP
easat-1441	194	15	200	200	NUM
easat-1441	194	16	)	)	PUNCT
easat-1441	194	17	.	.	PUNCT
easat-1441	195	1	•	•	NUM
easat-1441	195	2	e	e	X
easat-1441	195	3	is	be	AUX
easat-1441	195	4	the	the	DET
easat-1441	195	5	number	number	NOUN
easat-1441	195	6	of	of	ADP
easat-1441	195	7	exits	exit	NOUN
easat-1441	195	8	(	(	PUNCT
easat-1441	195	9	1	1	NUM
easat-1441	195	10	or	or	CCONJ
easat-1441	195	11	2	2	NUM
easat-1441	195	12	)	)	PUNCT
easat-1441	195	13	.	.	PUNCT
easat-1441	196	1	•	•	NOUN
easat-1441	196	2	x	x	PUNCT
easat-1441	196	3	represents	represent	VERB
easat-1441	196	4	the	the	DET
easat-1441	196	5	allocation	allocation	NOUN
easat-1441	196	6	of	of	ADP
easat-1441	196	7	agents	agent	NOUN
easat-1441	196	8	to	to	PART
easat-1441	196	9	exits	exit	VERB
easat-1441	196	10	and	and	CCONJ
easat-1441	196	11	their	their	PRON
easat-1441	196	12	evacuation	evacuation	NOUN
easat-1441	196	13	routes	route	NOUN
easat-1441	196	14	.	.	PUNCT
easat-1441	197	1	the	the	DET
easat-1441	197	2	goal	goal	NOUN
easat-1441	197	3	is	be	AUX
easat-1441	197	4	to	to	PART
easat-1441	197	5	minimize	minimize	VERB
easat-1441	197	6	this	this	DET
easat-1441	197	7	objective	objective	ADJ
easat-1441	197	8	function	function	NOUN
easat-1441	197	9	f(n	f(n	PROPN
easat-1441	197	10	,	,	PUNCT
easat-1441	197	11	e	e	NOUN
easat-1441	197	12	,	,	PUNCT
easat-1441	197	13	x	x	NOUN
easat-1441	197	14	)	)	PUNCT
easat-1441	197	15	.	.	PUNCT
easat-1441	198	1	the	the	DET
easat-1441	198	2	woabcm	woabcm	NOUN
easat-1441	198	3	optimization	optimization	NOUN
easat-1441	198	4	function	function	NOUN
easat-1441	198	5	currently	currently	ADV
easat-1441	198	6	has	have	VERB
easat-1441	198	7	placeholders	placeholder	NOUN
easat-1441	198	8	where	where	SCONJ
easat-1441	198	9	the	the	DET
easat-1441	198	10	actual	actual	ADJ
easat-1441	198	11	wba	wba	PROPN
easat-1441	198	12	logic	logic	NOUN
easat-1441	198	13	should	should	AUX
easat-1441	198	14	be	be	AUX
easat-1441	198	15	implemented	implement	VERB
easat-1441	198	16	.	.	PUNCT
easat-1441	199	1	•	•	NUM
easat-1441	199	2	whale	whale	NOUN
easat-1441	199	3	phase	phase	NOUN
easat-1441	199	4	(	(	PUNCT
easat-1441	199	5	woa	woa	INTJ
easat-1441	199	6	):	):	PUNCT
easat-1441	199	7	agents	agent	NOUN
easat-1441	199	8	use	use	VERB
easat-1441	199	9	the	the	DET
easat-1441	199	10	encircling	encircling	ADJ
easat-1441	199	11	and	and	CCONJ
easat-1441	199	12	spiral	spiral	ADJ
easat-1441	199	13	movement	movement	NOUN
easat-1441	199	14	strategies	strategy	NOUN
easat-1441	199	15	to	to	PART
easat-1441	199	16	navigate	navigate	VERB
easat-1441	199	17	towards	towards	ADP
easat-1441	199	18	the	the	DET
easat-1441	199	19	exits	exit	NOUN
easat-1441	199	20	,	,	PUNCT
easat-1441	199	21	avoiding	avoid	VERB
easat-1441	199	22	obstacles	obstacle	NOUN
easat-1441	199	23	(	(	PUNCT
easat-1441	199	24	like	like	INTJ
easat-1441	199	25	furniture	furniture	NOUN
easat-1441	199	26	)	)	PUNCT
easat-1441	199	27	and	and	CCONJ
easat-1441	199	28	other	other	ADJ
easat-1441	199	29	agents	agent	NOUN
easat-1441	199	30	.	.	PUNCT
easat-1441	200	1	some	some	DET
easat-1441	200	2	agents	agent	NOUN
easat-1441	200	3	mimic	mimic	VERB
easat-1441	200	4	the	the	DET
easat-1441	200	5	behavior	behavior	NOUN
easat-1441	200	6	of	of	ADP
easat-1441	200	7	the	the	DET
easat-1441	200	8	nearest	near	ADJ
easat-1441	200	9	or	or	CCONJ
easat-1441	200	10	best	well	ADV
easat-1441	200	11	-	-	PUNCT
easat-1441	200	12	performing	perform	VERB
easat-1441	200	13	agent	agent	NOUN
easat-1441	200	14	(	(	PUNCT
easat-1441	200	15	leader	leader	NOUN
easat-1441	200	16	)	)	PUNCT
easat-1441	200	17	,	,	PUNCT
easat-1441	200	18	representing	represent	VERB
easat-1441	200	19	the	the	DET
easat-1441	200	20	bubble	bubble	NOUN
easat-1441	200	21	-	-	PUNCT
easat-1441	200	22	net	net	NOUN
easat-1441	200	23	hunting	hunting	NOUN
easat-1441	200	24	strategy	strategy	NOUN
easat-1441	200	25	.	.	PUNCT
easat-1441	201	1	•	•	NUM
easat-1441	201	2	bat	bat	NOUN
easat-1441	201	3	phase	phase	NOUN
easat-1441	201	4	(	(	PUNCT
easat-1441	201	5	ba	ba	NOUN
easat-1441	201	6	):	):	PUNCT
easat-1441	201	7	agents	agent	NOUN
easat-1441	201	8	use	use	VERB
easat-1441	201	9	echolocation	echolocation	NOUN
easat-1441	201	10	-	-	PUNCT
easat-1441	201	11	like	like	ADJ
easat-1441	201	12	mechanisms	mechanism	NOUN
easat-1441	201	13	to	to	PART
easat-1441	201	14	dynamically	dynamically	ADV
easat-1441	201	15	adjust	adjust	VERB
easat-1441	201	16	their	their	PRON
easat-1441	201	17	path	path	NOUN
easat-1441	201	18	based	base	VERB
easat-1441	201	19	on	on	ADP
easat-1441	201	20	the	the	DET
easat-1441	201	21	proximity	proximity	NOUN
easat-1441	201	22	of	of	ADP
easat-1441	201	23	other	other	ADJ
easat-1441	201	24	agents	agent	NOUN
easat-1441	201	25	and	and	CCONJ
easat-1441	201	26	the	the	DET
easat-1441	201	27	exits	exit	NOUN
easat-1441	201	28	.	.	PUNCT
easat-1441	201	29	frequency	frequency	NOUN
easat-1441	201	30	and	and	CCONJ
easat-1441	201	31	velocity	velocity	NOUN
easat-1441	201	32	adjustments	adjustment	NOUN
easat-1441	201	33	simulate	simulate	VERB
easat-1441	201	34	the	the	DET
easat-1441	201	35	responsive	responsive	ADJ
easat-1441	201	36	movement	movement	NOUN
easat-1441	201	37	of	of	ADP
easat-1441	201	38	agents	agent	NOUN
easat-1441	201	39	in	in	ADP
easat-1441	201	40	a	a	DET
easat-1441	201	41	crowded	crowded	ADJ
easat-1441	201	42	environment	environment	NOUN
easat-1441	201	43	.	.	PUNCT
easat-1441	202	1	•	•	NUM
easat-1441	202	2	chaotic	chaotic	ADJ
easat-1441	202	3	variation	variation	NOUN
easat-1441	202	4	:	:	PUNCT
easat-1441	202	5	introduce	introduce	VERB
easat-1441	202	6	randomness	randomness	NOUN
easat-1441	202	7	in	in	ADP
easat-1441	202	8	the	the	DET
easat-1441	202	9	agents	agent	NOUN
easat-1441	202	10	'	'	PART
easat-1441	202	11	movement	movement	NOUN
easat-1441	202	12	strategies	strategy	NOUN
easat-1441	202	13	to	to	PART
easat-1441	202	14	prevent	prevent	VERB
easat-1441	202	15	congestion	congestion	NOUN
easat-1441	202	16	and	and	CCONJ
easat-1441	202	17	improve	improve	VERB
easat-1441	202	18	evacuation	evacuation	NOUN
easat-1441	202	19	efficiency	efficiency	NOUN
easat-1441	202	20	.	.	PUNCT
easat-1441	203	1	this	this	PRON
easat-1441	203	2	could	could	AUX
easat-1441	203	3	be	be	AUX
easat-1441	203	4	implemented	implement	VERB
easat-1441	203	5	through	through	ADP
easat-1441	203	6	a	a	DET
easat-1441	203	7	chaotic	chaotic	ADJ
easat-1441	203	8	map	map	NOUN
easat-1441	203	9	or	or	CCONJ
easat-1441	203	10	random	random	ADJ
easat-1441	203	11	perturbations	perturbation	NOUN
easat-1441	203	12	in	in	ADP
easat-1441	203	13	the	the	DET
easat-1441	203	14	agents	agent	NOUN
easat-1441	203	15	'	'	PART
easat-1441	203	16	paths	path	NOUN
easat-1441	203	17	.	.	PUNCT
easat-1441	204	1	optimization	optimization	NOUN
easat-1441	204	2	variables	variable	NOUN
easat-1441	204	3	:	:	PUNCT
easat-1441	204	4	let	let	VERB
easat-1441	204	5	x	x	PRON
easat-1441	204	6	represent	represent	VERB
easat-1441	204	7	the	the	DET
easat-1441	204	8	optimization	optimization	NOUN
easat-1441	204	9	variables	variable	NOUN
easat-1441	204	10	.	.	PUNCT
easat-1441	205	1	in	in	ADP
easat-1441	205	2	this	this	DET
easat-1441	205	3	case	case	NOUN
easat-1441	205	4	,	,	PUNCT
easat-1441	205	5	x	x	PRON
easat-1441	205	6	includes	include	VERB
easat-1441	205	7	the	the	DET
easat-1441	205	8	allocation	allocation	NOUN
easat-1441	205	9	of	of	ADP
easat-1441	205	10	agents	agent	NOUN
easat-1441	205	11	to	to	PART
easat-1441	205	12	exits	exit	VERB
easat-1441	205	13	and	and	CCONJ
easat-1441	205	14	their	their	PRON
easat-1441	205	15	evacuation	evacuation	NOUN
easat-1441	205	16	routes	route	NOUN
easat-1441	205	17	.	.	PUNCT
easat-1441	206	1	the	the	DET
easat-1441	206	2	application	application	NOUN
easat-1441	206	3	of	of	ADP
easat-1441	206	4	the	the	DET
easat-1441	206	5	optimization	optimization	NOUN
easat-1441	206	6	algorithm	algorithm	NOUN
easat-1441	206	7	iteratively	iteratively	ADV
easat-1441	206	8	updates	update	VERB
easat-1441	206	9	the	the	DET
easat-1441	206	10	values	value	NOUN
easat-1441	206	11	of	of	ADP
easat-1441	206	12	the	the	DET
easat-1441	206	13	optimization	optimization	NOUN
easat-1441	206	14	variables	variable	NOUN
easat-1441	206	15	x	x	PUNCT
easat-1441	206	16	using	use	VERB
easat-1441	206	17	chaotic	chaotic	ADJ
easat-1441	206	18	equations	equation	NOUN
easat-1441	206	19	.	.	PUNCT
easat-1441	207	1	it	it	PRON
easat-1441	207	2	aims	aim	VERB
easat-1441	207	3	to	to	PART
easat-1441	207	4	minimize	minimize	VERB
easat-1441	207	5	the	the	DET
easat-1441	207	6	objective	objective	ADJ
easat-1441	207	7	function	function	NOUN
easat-1441	207	8	f(n	f(n	PROPN
easat-1441	207	9	,	,	PUNCT
easat-1441	207	10	e	e	NOUN
easat-1441	207	11	,	,	PUNCT
easat-1441	207	12	x	x	NOUN
easat-1441	207	13	)	)	PUNCT
easat-1441	207	14	.	.	PUNCT
easat-1441	208	1	each	each	DET
easat-1441	208	2	iteration	iteration	NOUN
easat-1441	208	3	's	's	PART
easat-1441	208	4	update	update	NOUN
easat-1441	208	5	equation	equation	NOUN
easat-1441	208	6	for	for	ADP
easat-1441	208	7	x	x	PRON
easat-1441	208	8	can	can	AUX
easat-1441	208	9	be	be	AUX
easat-1441	208	10	shown	show	VERB
easat-1441	208	11	as	as	ADP
easat-1441	208	12	xt+1	xt+1	PROPN
easat-1441	208	13	=	=	SYM
easat-1441	208	14	xt+δxt	xt+δxt	PROPN
easat-1441	208	15	where	where	SCONJ
easat-1441	208	16	:	:	PUNCT
easat-1441	208	17	•	•	X
easat-1441	208	18	xt	xt	PROPN
easat-1441	208	19	is	be	AUX
easat-1441	208	20	the	the	DET
easat-1441	208	21	current	current	ADJ
easat-1441	208	22	value	value	NOUN
easat-1441	208	23	of	of	ADP
easat-1441	208	24	the	the	DET
easat-1441	208	25	optimization	optimization	NOUN
easat-1441	208	26	variables	variable	NOUN
easat-1441	208	27	.	.	PUNCT
easat-1441	209	1	•	•	NUM
easat-1441	209	2	xt+1	xt+1	PROPN
easat-1441	209	3	is	be	AUX
easat-1441	209	4	the	the	DET
easat-1441	209	5	updated	update	VERB
easat-1441	209	6	value	value	NOUN
easat-1441	209	7	of	of	ADP
easat-1441	209	8	the	the	DET
easat-1441	209	9	optimization	optimization	NOUN
easat-1441	209	10	variables	variable	NOUN
easat-1441	209	11	.	.	PUNCT
easat-1441	210	1	•	•	NUM
easat-1441	210	2	δxt	δxt	NOUN
easat-1441	210	3	represents	represent	VERB
easat-1441	210	4	the	the	DET
easat-1441	210	5	change	change	NOUN
easat-1441	210	6	in	in	ADP
easat-1441	210	7	x	x	PUNCT
easat-1441	210	8	based	base	VERB
easat-1441	210	9	on	on	ADP
easat-1441	210	10	the	the	DET
easat-1441	210	11	chaotic	chaotic	ADJ
easat-1441	210	12	behavior	behavior	NOUN
easat-1441	210	13	of	of	ADP
easat-1441	210	14	the	the	DET
easat-1441	210	15	woabcm	woabcm	NOUN
easat-1441	210	16	algorithm	algorithm	NOUN
easat-1441	210	17	.	.	PUNCT
easat-1441	211	1	the	the	DET
easat-1441	211	2	woabcm	woabcm	NOUN
easat-1441	211	3	algorithm	algorithm	NOUN
easat-1441	211	4	utilizes	utilize	VERB
easat-1441	211	5	chaotic	chaotic	ADJ
easat-1441	211	6	equations	equation	NOUN
easat-1441	211	7	and	and	CCONJ
easat-1441	211	8	optimization	optimization	NOUN
easat-1441	211	9	techniques	technique	NOUN
easat-1441	211	10	to	to	PART
easat-1441	211	11	determine	determine	VERB
easat-1441	211	12	how	how	SCONJ
easat-1441	211	13	the	the	DET
easat-1441	211	14	optimization	optimization	NOUN
easat-1441	211	15	variables	variable	NOUN
easat-1441	211	16	should	should	AUX
easat-1441	211	17	change	change	VERB
easat-1441	211	18	to	to	PART
easat-1441	211	19	minimize	minimize	VERB
easat-1441	211	20	f(w	f(w	PROPN
easat-1441	211	21	,	,	PUNCT
easat-1441	211	22	e	e	NOUN
easat-1441	211	23	,	,	PUNCT
easat-1441	211	24	x	x	NOUN
easat-1441	211	25	)	)	PUNCT
easat-1441	211	26	.	.	PUNCT
easat-1441	212	1	the	the	DET
easat-1441	212	2	algorithm	algorithm	NOUN
easat-1441	212	3	's	's	PART
easat-1441	212	4	chaotic	chaotic	ADJ
easat-1441	212	5	structure	structure	NOUN
easat-1441	212	6	facilitates	facilitate	VERB
easat-1441	212	7	effective	effective	ADJ
easat-1441	212	8	exploration	exploration	NOUN
easat-1441	212	9	of	of	ADP
easat-1441	212	10	the	the	DET
easat-1441	212	11	solution	solution	NOUN
easat-1441	212	12	space	space	NOUN
easat-1441	212	13	and	and	CCONJ
easat-1441	212	14	convergence	convergence	NOUN
easat-1441	212	15	to	to	ADP
easat-1441	212	16	the	the	DET
easat-1441	212	17	best	good	ADJ
easat-1441	212	18	results	result	NOUN
easat-1441	212	19	.	.	PUNCT
easat-1441	213	1	for	for	ADP
easat-1441	213	2	the	the	DET
easat-1441	213	3	termination	termination	NOUN
easat-1441	213	4	condition	condition	NOUN
easat-1441	213	5	,	,	PUNCT
easat-1441	213	6	up	up	ADV
easat-1441	213	7	until	until	SCONJ
easat-1441	213	8	a	a	DET
easat-1441	213	9	termination	termination	NOUN
easat-1441	213	10	condition	condition	NOUN
easat-1441	213	11	is	be	AUX
easat-1441	213	12	satisfied	satisfied	ADJ
easat-1441	213	13	,	,	PUNCT
easat-1441	213	14	the	the	DET
easat-1441	213	15	optimization	optimization	NOUN
easat-1441	213	16	procedure	procedure	NOUN
easat-1441	213	17	is	be	AUX
easat-1441	213	18	repeated	repeat	VERB
easat-1441	213	19	recursively	recursively	ADV
easat-1441	213	20	.	.	PUNCT
easat-1441	214	1	this	this	DET
easat-1441	214	2	requirement	requirement	NOUN
easat-1441	214	3	could	could	AUX
easat-1441	214	4	be	be	AUX
easat-1441	214	5	reaching	reach	VERB
easat-1441	214	6	a	a	DET
easat-1441	214	7	particular	particular	ADJ
easat-1441	214	8	degree	degree	NOUN
easat-1441	214	9	of	of	ADP
easat-1441	214	10	convergence	convergence	NOUN
easat-1441	214	11	,	,	PUNCT
easat-1441	214	12	a	a	DET
easat-1441	214	13	number	number	NOUN
easat-1441	214	14	of	of	ADP
easat-1441	214	15	iterations	iteration	NOUN
easat-1441	214	16	,	,	PUNCT
easat-1441	214	17	or	or	CCONJ
easat-1441	214	18	other	other	ADJ
easat-1441	214	19	problem	problem	NOUN
easat-1441	214	20	-	-	PUNCT
easat-1441	214	21	specific	specific	ADJ
easat-1441	214	22	requirements	requirement	NOUN
easat-1441	214	23	.	.	PUNCT
easat-1441	215	1	by	by	ADP
easat-1441	215	2	iteratively	iteratively	ADV
easat-1441	215	3	updating	update	VERB
easat-1441	215	4	the	the	DET
easat-1441	215	5	optimization	optimization	NOUN
easat-1441	215	6	variables	variable	NOUN
easat-1441	215	7	x	x	PUNCT
easat-1441	215	8	using	use	VERB
easat-1441	215	9	the	the	DET
easat-1441	215	10	chaotic	chaotic	ADJ
easat-1441	215	11	woabcm	woabcm	NOUN
easat-1441	215	12	algorithm	algorithm	NOUN
easat-1441	215	13	,	,	PUNCT
easat-1441	215	14	it	it	PRON
easat-1441	215	15	helps	help	VERB
easat-1441	215	16	in	in	ADP
easat-1441	215	17	finding	find	VERB
easat-1441	215	18	the	the	DET
easat-1441	215	19	w	w	PROPN
easat-1441	215	20	,	,	PUNCT
easat-1441	215	21	e	e	NOUN
easat-1441	215	22	,	,	PUNCT
easat-1441	215	23	and	and	CCONJ
easat-1441	215	24	x	x	PRON
easat-1441	215	25	's	's	PART
easat-1441	215	26	values	value	NOUN
easat-1441	215	27	that	that	PRON
easat-1441	215	28	minimize	minimize	VERB
easat-1441	215	29	the	the	DET
easat-1441	215	30	total	total	ADJ
easat-1441	215	31	evacuation	evacuation	NOUN
easat-1441	215	32	time	time	NOUN
easat-1441	215	33	f(w	f(w	PROPN
easat-1441	215	34	,	,	PUNCT
easat-1441	215	35	e	e	NOUN
easat-1441	215	36	,	,	PUNCT
easat-1441	215	37	x	x	NOUN
easat-1441	215	38	)	)	PUNCT
easat-1441	215	39	for	for	ADP
easat-1441	215	40	each	each	DET
easat-1441	215	41	664	664	NUM
easat-1441	215	42	edelweiss	edelweiss	PROPN
easat-1441	215	43	applied	apply	VERB
easat-1441	215	44	science	science	NOUN
easat-1441	215	45	and	and	CCONJ
easat-1441	215	46	technology	technology	NOUN
easat-1441	215	47	issn	issn	PROPN
easat-1441	215	48	:	:	PUNCT
easat-1441	215	49	2576	2576	NUM
easat-1441	215	50	-	-	SYM
easat-1441	215	51	8484	8484	NUM
easat-1441	215	52	vol	vol	NOUN
easat-1441	215	53	.	.	PROPN
easat-1441	215	54	8	8	NUM
easat-1441	215	55	,	,	PUNCT
easat-1441	215	56	no	no	INTJ
easat-1441	215	57	.	.	NOUN
easat-1441	216	1	4	4	NUM
easat-1441	216	2	:	:	PUNCT
easat-1441	216	3	656	656	NUM
easat-1441	216	4	-	-	SYM
easat-1441	216	5	672	672	NUM
easat-1441	216	6	,	,	PUNCT
easat-1441	216	7	2024	2024	NUM
easat-1441	216	8	doi	doi	NOUN
easat-1441	216	9	:	:	PUNCT
easat-1441	216	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	216	11	©	©	NOUN
easat-1441	216	12	2024	2024	NUM
easat-1441	216	13	by	by	ADP
easat-1441	216	14	the	the	DET
easat-1441	216	15	authors	author	NOUN
easat-1441	216	16	;	;	PUNCT
easat-1441	216	17	licensee	licensee	PROPN
easat-1441	216	18	learning	learning	NOUN
easat-1441	216	19	gate	gate	NOUN
easat-1441	216	20	combination	combination	NOUN
easat-1441	216	21	of	of	ADP
easat-1441	216	22	n	n	PROPN
easat-1441	216	23	and	and	CCONJ
easat-1441	216	24	e.	e.	PROPN
easat-1441	216	25	the	the	DET
easat-1441	216	26	final	final	ADJ
easat-1441	216	27	values	value	NOUN
easat-1441	216	28	of	of	ADP
easat-1441	216	29	w	w	PROPN
easat-1441	216	30	,	,	PUNCT
easat-1441	216	31	e	e	NOUN
easat-1441	216	32	,	,	PUNCT
easat-1441	216	33	and	and	CCONJ
easat-1441	216	34	x	x	PRON
easat-1441	216	35	obtained	obtain	VERB
easat-1441	216	36	at	at	ADP
easat-1441	216	37	the	the	DET
easat-1441	216	38	end	end	NOUN
easat-1441	216	39	of	of	ADP
easat-1441	216	40	the	the	DET
easat-1441	216	41	optimization	optimization	NOUN
easat-1441	216	42	process	process	NOUN
easat-1441	216	43	represent	represent	VERB
easat-1441	216	44	the	the	DET
easat-1441	216	45	optimal	optimal	ADJ
easat-1441	216	46	strategies	strategy	NOUN
easat-1441	216	47	for	for	ADP
easat-1441	216	48	evacuating	evacuate	VERB
easat-1441	216	49	the	the	DET
easat-1441	216	50	room	room	NOUN
easat-1441	216	51	with	with	ADP
easat-1441	216	52	minimal	minimal	ADJ
easat-1441	216	53	evacuation	evacuation	NOUN
easat-1441	216	54	time	time	NOUN
easat-1441	216	55	.	.	PUNCT
easat-1441	217	1	3.3	3.3	NUM
easat-1441	217	2	.	.	PUNCT
easat-1441	218	1	optimization	optimization	NOUN
easat-1441	218	2	process	process	NOUN
easat-1441	218	3	the	the	DET
easat-1441	218	4	optimization	optimization	NOUN
easat-1441	218	5	process	process	NOUN
easat-1441	218	6	involves	involve	VERB
easat-1441	218	7	evaluating	evaluate	VERB
easat-1441	218	8	the	the	DET
easat-1441	218	9	performance	performance	NOUN
easat-1441	218	10	of	of	ADP
easat-1441	218	11	different	different	ADJ
easat-1441	218	12	configurations	configuration	NOUN
easat-1441	218	13	and	and	CCONJ
easat-1441	218	14	selecting	select	VERB
easat-1441	218	15	the	the	DET
easat-1441	218	16	one	one	NOUN
easat-1441	218	17	that	that	PRON
easat-1441	218	18	yields	yield	VERB
easat-1441	218	19	the	the	DET
easat-1441	218	20	shortest	short	ADJ
easat-1441	218	21	evacuation	evacuation	NOUN
easat-1441	218	22	time	time	NOUN
easat-1441	218	23	.	.	PUNCT
easat-1441	219	1	the	the	DET
easat-1441	219	2	algorithm	algorithm	NOUN
easat-1441	219	3	iteratively	iteratively	ADV
easat-1441	219	4	adjusts	adjust	VERB
easat-1441	219	5	the	the	DET
easat-1441	219	6	weights	weight	NOUN
easat-1441	219	7	α	α	NOUN
easat-1441	219	8	and	and	CCONJ
easat-1441	219	9	β	β	NOUN
easat-1441	219	10	,	,	PUNCT
easat-1441	219	11	and	and	CCONJ
easat-1441	219	12	the	the	DET
easat-1441	219	13	chaotic	chaotic	ADJ
easat-1441	219	14	variation	variation	NOUN
easat-1441	219	15	parameters	parameter	NOUN
easat-1441	219	16	to	to	PART
easat-1441	219	17	minimize	minimize	VERB
easat-1441	219	18	ttotal	ttotal	ADJ
easat-1441	219	19	.	.	PUNCT
easat-1441	220	1	the	the	DET
easat-1441	220	2	searching	search	VERB
easat-1441	220	3	elements	element	NOUN
easat-1441	220	4	consists	consist	VERB
easat-1441	220	5	of	of	ADP
easat-1441	220	6	follows	follow	VERB
easat-1441	220	7	:	:	PUNCT
easat-1441	220	8	•	•	NUM
easat-1441	220	9	agent	agent	NOUN
easat-1441	220	10	position	position	NOUN
easat-1441	220	11	:	:	PUNCT
easat-1441	220	12	each	each	DET
easat-1441	220	13	agent	agent	NOUN
easat-1441	220	14	i	i	PRON
easat-1441	220	15	has	have	VERB
easat-1441	220	16	a	a	DET
easat-1441	220	17	position	position	NOUN
easat-1441	220	18	in	in	ADP
easat-1441	220	19	the	the	DET
easat-1441	220	20	room	room	NOUN
easat-1441	220	21	,	,	PUNCT
easat-1441	220	22	represented	represent	VERB
easat-1441	220	23	by	by	ADP
easat-1441	220	24	coordinates	coordinate	NOUN
easat-1441	220	25	(	(	PUNCT
easat-1441	220	26	xi	xi	PROPN
easat-1441	220	27	,	,	PUNCT
easat-1441	220	28	yi	yi	PROPN
easat-1441	220	29	)	)	PUNCT
easat-1441	220	30	.	.	PUNCT
easat-1441	221	1	•	•	NUM
easat-1441	221	2	exit	exit	NOUN
easat-1441	221	3	position	position	NOUN
easat-1441	221	4	:	:	PUNCT
easat-1441	221	5	each	each	DET
easat-1441	221	6	exit	exit	NOUN
easat-1441	221	7	j	j	PROPN
easat-1441	221	8	has	have	VERB
easat-1441	221	9	a	a	DET
easat-1441	221	10	fixed	fix	VERB
easat-1441	221	11	position	position	NOUN
easat-1441	221	12	,	,	PUNCT
easat-1441	221	13	represented	represent	VERB
easat-1441	221	14	by	by	ADP
easat-1441	221	15	coordinates	coordinate	NOUN
easat-1441	221	16	:	:	PUNCT
easat-1441	221	17	•	•	NUM
easat-1441	221	18	(	(	PUNCT
easat-1441	221	19	xexitj	xexitj	PROPN
easat-1441	221	20	,	,	PUNCT
easat-1441	221	21	yexitj	yexitj	PROPN
easat-1441	221	22	)	)	PUNCT
easat-1441	221	23	.	.	PUNCT
easat-1441	222	1	•	•	NUM
easat-1441	222	2	agent	agent	NOUN
easat-1441	222	3	velocity	velocity	NOUN
easat-1441	222	4	:	:	PUNCT
easat-1441	222	5	each	each	DET
easat-1441	222	6	agent	agent	NOUN
easat-1441	222	7	has	have	VERB
easat-1441	222	8	a	a	DET
easat-1441	222	9	velocity	velocity	NOUN
easat-1441	222	10	vector	vector	NOUN
easat-1441	222	11	vi	vi	NOUN
easat-1441	222	12	which	which	PRON
easat-1441	222	13	determines	determine	VERB
easat-1441	222	14	how	how	SCONJ
easat-1441	222	15	they	they	PRON
easat-1441	222	16	move	move	VERB
easat-1441	222	17	towards	towards	ADP
easat-1441	222	18	the	the	DET
easat-1441	222	19	exit	exit	NOUN
easat-1441	222	20	.	.	PUNCT
easat-1441	223	1	agent	agent	NOUN
easat-1441	223	2	movement	movement	NOUN
easat-1441	223	3	update	update	NOUN
easat-1441	223	4	can	can	AUX
easat-1441	223	5	be	be	AUX
easat-1441	223	6	formulated	formulate	VERB
easat-1441	223	7	as	as	SCONJ
easat-1441	223	8	follows	follow	VERB
easat-1441	223	9	:	:	PUNCT
easat-1441	223	10	(	(	PUNCT
easat-1441	223	11	(	(	PUNCT
easat-1441	223	12	xi	xi	PROPN
easat-1441	223	13	,	,	PUNCT
easat-1441	223	14	yi)t+1=(xi	yi)t+1=(xi	PROPN
easat-1441	223	15	,	,	PUNCT
easat-1441	223	16	yi)t+vi⋅δt	yi)t+vi⋅δt	NUM
easat-1441	223	17	where	where	SCONJ
easat-1441	223	18	δt	δt	X
easat-1441	223	19	is	be	AUX
easat-1441	223	20	the	the	DET
easat-1441	223	21	time	time	NOUN
easat-1441	223	22	step	step	NOUN
easat-1441	223	23	whilst	whilst	SCONJ
easat-1441	223	24	the	the	DET
easat-1441	223	25	velocity	velocity	NOUN
easat-1441	223	26	update	update	NOUN
easat-1441	223	27	can	can	AUX
easat-1441	223	28	be	be	AUX
easat-1441	223	29	written	write	VERB
easat-1441	223	30	as	as	SCONJ
easat-1441	223	31	follows	follow	VERB
easat-1441	223	32	:	:	PUNCT
easat-1441	223	33	chaoticvariation(vi	chaoticvariation(vi	X
easat-1441	223	34	)	)	PUNCT
easat-1441	223	35	=	=	SYM
easat-1441	224	1	α⋅vwhale+β⋅vbat+	α⋅vwhale+β⋅vbat+	NOUN
easat-1441	224	2	chaoticvariation(v	chaoticvariation(v	PROPN
easat-1441	224	3	)	)	PUNCT
easat-1441	224	4	where	where	SCONJ
easat-1441	224	5	α	α	NOUN
easat-1441	224	6	and	and	CCONJ
easat-1441	224	7	β	β	X
easat-1441	224	8	are	be	AUX
easat-1441	224	9	weights	weight	NOUN
easat-1441	224	10	,	,	PUNCT
easat-1441	224	11	vwhale	vwhale	NOUN
easat-1441	224	12	is	be	AUX
easat-1441	224	13	the	the	DET
easat-1441	224	14	velocity	velocity	NOUN
easat-1441	224	15	component	component	NOUN
easat-1441	224	16	from	from	ADP
easat-1441	224	17	the	the	DET
easat-1441	224	18	whale	whale	NOUN
easat-1441	224	19	behavior	behavior	NOUN
easat-1441	224	20	,	,	PUNCT
easat-1441	224	21	vbat	vbat	NOUN
easat-1441	224	22	is	be	AUX
easat-1441	224	23	from	from	ADP
easat-1441	224	24	the	the	DET
easat-1441	224	25	bat	bat	NOUN
easat-1441	224	26	behavior	behavior	NOUN
easat-1441	224	27	,	,	PUNCT
easat-1441	224	28	and	and	CCONJ
easat-1441	224	29	chaotic	chaotic	ADJ
easat-1441	224	30	variation	variation	NOUN
easat-1441	224	31	introduces	introduce	NOUN
easat-1441	224	32	randomness	randomness	NOUN
easat-1441	224	33	and	and	CCONJ
easat-1441	224	34	chaotic	chaotic	ADJ
easat-1441	224	35	variation	variation	NOUN
easat-1441	224	36	which	which	PRON
easat-1441	224	37	is	be	AUX
easat-1441	224	38	formulated	formulate	VERB
easat-1441	224	39	as	as	ADP
easat-1441	224	40	chaoticvariation	chaoticvariation	NOUN
easat-1441	224	41	(	(	PUNCT
easat-1441	224	42	v	v	NOUN
easat-1441	224	43	)	)	PUNCT
easat-1441	224	44	=	=	PUNCT
easat-1441	225	1	v⋅chaosfactor	v⋅chaosfactor	PROPN
easat-1441	225	2	where	where	SCONJ
easat-1441	225	3	it	it	PRON
easat-1441	225	4	is	be	AUX
easat-1441	225	5	derived	derive	VERB
easat-1441	225	6	from	from	ADP
easat-1441	225	7	a	a	DET
easat-1441	225	8	chaotic	chaotic	ADJ
easat-1441	225	9	map	map	NOUN
easat-1441	225	10	or	or	CCONJ
easat-1441	225	11	function	function	VERB
easat-1441	225	12	to	to	PART
easat-1441	225	13	introduce	introduce	VERB
easat-1441	225	14	variability	variability	NOUN
easat-1441	225	15	in	in	ADP
easat-1441	225	16	the	the	DET
easat-1441	225	17	movement	movement	NOUN
easat-1441	225	18	.	.	PUNCT
easat-1441	226	1	for	for	SCONJ
easat-1441	226	2	the	the	DET
easat-1441	226	3	encirvling	encirvling	NOUN
easat-1441	226	4	strategy	strategy	NOUN
easat-1441	226	5	under	under	ADP
easat-1441	226	6	whale	whale	NOUN
easat-1441	226	7	behavior	behavior	NOUN
easat-1441	226	8	can	can	AUX
easat-1441	226	9	be	be	AUX
easat-1441	226	10	formulated	formulate	VERB
easat-1441	226	11	as	as	ADP
easat-1441	226	12	encirclemovement(vwhale)=encirclemovement(xnearest_exit	encirclemovement(vwhale)=encirclemovement(xnearest_exit	PROPN
easat-1441	226	13	,	,	PUNCT
easat-1441	226	14	ynearest_exit	ynearest_exit	PROPN
easat-1441	226	15	,	,	PUNCT
easat-1441	226	16	xi	xi	PROPN
easat-1441	226	17	,	,	PUNCT
easat-1441	226	18	yi	yi	PROPN
easat-1441	226	19	)	)	PUNCT
easat-1441	226	20	.	.	PUNCT
easat-1441	227	1	this	this	DET
easat-1441	227	2	function	function	NOUN
easat-1441	227	3	calculates	calculate	VERB
easat-1441	227	4	the	the	DET
easat-1441	227	5	agent	agent	NOUN
easat-1441	227	6	's	's	PART
easat-1441	227	7	velocity	velocity	NOUN
easat-1441	227	8	vector	vector	NOUN
easat-1441	227	9	towards	towards	ADP
easat-1441	227	10	the	the	DET
easat-1441	227	11	nearest	near	ADJ
easat-1441	227	12	exit	exit	NOUN
easat-1441	227	13	,	,	PUNCT
easat-1441	227	14	mimicking	mimic	VERB
easat-1441	227	15	the	the	DET
easat-1441	227	16	whale	whale	NOUN
easat-1441	227	17	's	's	PART
easat-1441	227	18	encircling	encircle	VERB
easat-1441	227	19	behavior	behavior	NOUN
easat-1441	227	20	.	.	PUNCT
easat-1441	228	1	the	the	DET
easat-1441	228	2	bat	bat	NOUN
easat-1441	228	3	behaviour	behaviour	NOUN
easat-1441	228	4	to	to	PART
easat-1441	228	5	annotate	annotate	VERB
easat-1441	228	6	the	the	DET
easat-1441	228	7	echolocation	echolocation	NOUN
easat-1441	228	8	strategy	strategy	NOUN
easat-1441	228	9	to	to	PART
easat-1441	228	10	help	help	VERB
easat-1441	228	11	adjusts	adjust	VERB
easat-1441	228	12	the	the	DET
easat-1441	228	13	agent	agent	NOUN
easat-1441	228	14	's	's	PART
easat-1441	228	15	velocity	velocity	NOUN
easat-1441	228	16	based	base	VERB
easat-1441	228	17	on	on	ADP
easat-1441	228	18	the	the	DET
easat-1441	228	19	proximity	proximity	NOUN
easat-1441	228	20	of	of	ADP
easat-1441	228	21	other	other	ADJ
easat-1441	228	22	agents	agent	NOUN
easat-1441	228	23	and	and	CCONJ
easat-1441	228	24	obstacles	obstacle	NOUN
easat-1441	228	25	and	and	CCONJ
easat-1441	228	26	can	can	AUX
easat-1441	228	27	be	be	AUX
easat-1441	228	28	strategized	strategize	VERB
easat-1441	228	29	as	as	SCONJ
easat-1441	228	30	follows	follow	VERB
easat-1441	228	31	equation	equation	NOUN
easat-1441	228	32	:	:	PUNCT
easat-1441	228	33	echolocationmovement(agentspositions	echolocationmovement(agentsposition	NOUN
easat-1441	228	34	,	,	PUNCT
easat-1441	228	35	obstaclespositions)vbat	obstaclespositions)vbat	PROPN
easat-1441	228	36	=	=	SYM
easat-1441	228	37	echolocationmovement(xi	echolocationmovement(xi	NOUN
easat-1441	228	38	,	,	PUNCT
easat-1441	228	39	yi	yi	PROPN
easat-1441	228	40	,	,	PUNCT
easat-1441	228	41	agentspositions	agentsposition	NOUN
easat-1441	228	42	,	,	PUNCT
easat-1441	228	43	obstaclespositions	obstaclesposition	NOUN
easat-1441	228	44	)	)	PUNCT
easat-1441	228	45	finally	finally	ADV
easat-1441	228	46	for	for	SCONJ
easat-1441	228	47	the	the	DET
easat-1441	228	48	total	total	ADJ
easat-1441	228	49	evacuation	evacuation	NOUN
easat-1441	228	50	calculation	calculation	NOUN
easat-1441	228	51	(	(	PUNCT
easat-1441	228	52	maxf0	maxf0	PROPN
easat-1441	228	53	)	)	PUNCT
easat-1441	228	54	can	can	AUX
easat-1441	228	55	be	be	AUX
easat-1441	228	56	expressed	express	VERB
easat-1441	228	57	as	as	ADP
easat-1441	228	58	ttotal	ttotal	ADJ
easat-1441	228	59	=	=	SYM
easat-1441	228	60	max(ti	max(ti	NOUN
easat-1441	228	61	)	)	PUNCT
easat-1441	228	62	where	where	SCONJ
easat-1441	228	63	ti	ti	PRON
easat-1441	228	64	is	be	AUX
easat-1441	228	65	the	the	DET
easat-1441	228	66	amount	amount	NOUN
easat-1441	228	67	of	of	ADP
easat-1441	228	68	time	time	NOUN
easat-1441	228	69	it	it	PRON
easat-1441	228	70	takes	take	VERB
easat-1441	228	71	an	an	DET
easat-1441	228	72	agent	agent	NOUN
easat-1441	228	73	to	to	PART
easat-1441	228	74	get	get	VERB
easat-1441	228	75	to	to	ADP
easat-1441	228	76	an	an	DET
easat-1441	228	77	exit	exit	NOUN
easat-1441	228	78	.	.	PUNCT
easat-1441	229	1	the	the	DET
easat-1441	229	2	final	final	ADJ
easat-1441	229	3	agent	agent	NOUN
easat-1441	229	4	's	's	PART
easat-1441	229	5	evacuation	evacuation	NOUN
easat-1441	229	6	time	time	NOUN
easat-1441	229	7	is	be	AUX
easat-1441	229	8	included	include	VERB
easat-1441	229	9	in	in	ADP
easat-1441	229	10	the	the	DET
easat-1441	229	11	overall	overall	ADJ
easat-1441	229	12	time	time	NOUN
easat-1441	229	13	.	.	PUNCT
easat-1441	230	1	3.4	3.4	NUM
easat-1441	230	2	.	.	PUNCT
easat-1441	230	3	proposed	propose	VERB
easat-1441	230	4	pseudocode	pseudocode	PROPN
easat-1441	230	5	1	1	NUM
easat-1441	230	6	and	and	CCONJ
easat-1441	230	7	2	2	NUM
easat-1441	230	8	of	of	ADP
easat-1441	230	9	the	the	DET
easat-1441	230	10	crowd	crowd	NOUN
easat-1441	230	11	evacuation	evacuation	NOUN
easat-1441	230	12	model	model	NOUN
easat-1441	230	13	in	in	ADP
easat-1441	230	14	one	one	NUM
easat-1441	230	15	and	and	CCONJ
easat-1441	230	16	two	two	NUM
easat-1441	230	17	exits(s	exits(s	ADJ
easat-1441	230	18	)	)	PUNCT
easat-1441	230	19	scenario	scenario	NOUN
easat-1441	230	20	respectively	respectively	ADV
easat-1441	230	21	pseudocode	pseudocode	PROPN
easat-1441	230	22	1	1	NUM
easat-1441	230	23	shows	show	VERB
easat-1441	230	24	the	the	DET
easat-1441	230	25	proposed	propose	VERB
easat-1441	230	26	implementation	implementation	NOUN
easat-1441	230	27	with	with	ADP
easat-1441	230	28	one	one	NUM
easat-1441	230	29	exit	exit	NOUN
easat-1441	230	30	condition	condition	NOUN
easat-1441	230	31	.	.	PUNCT
easat-1441	231	1	the	the	DET
easat-1441	231	2	experiment	experiment	NOUN
easat-1441	231	3	is	be	AUX
easat-1441	231	4	based	base	VERB
easat-1441	231	5	on	on	ADP
easat-1441	231	6	the	the	DET
easat-1441	231	7	pseudocode	pseudocode	NOUN
easat-1441	231	8	below	below	ADP
easat-1441	231	9	which	which	PRON
easat-1441	231	10	targeted	target	VERB
easat-1441	231	11	to	to	PART
easat-1441	231	12	run	run	VERB
easat-1441	231	13	based	base	VERB
easat-1441	231	14	on	on	ADP
easat-1441	231	15	one	one	NUM
easat-1441	231	16	exit	exit	NOUN
easat-1441	231	17	scenario	scenario	NOUN
easat-1441	231	18	at	at	ADP
easat-1441	231	19	position	position	NOUN
easat-1441	231	20	(	(	PUNCT
easat-1441	231	21	5.5	5.5	NUM
easat-1441	231	22	,	,	PUNCT
easat-1441	231	23	0	0	NUM
easat-1441	231	24	)	)	PUNCT
easat-1441	231	25	.	.	PUNCT
easat-1441	232	1	the	the	DET
easat-1441	232	2	next	next	ADJ
easat-1441	232	3	experiment	experiment	NOUN
easat-1441	232	4	is	be	AUX
easat-1441	232	5	done	do	VERB
easat-1441	232	6	by	by	ADP
easat-1441	232	7	adding	add	VERB
easat-1441	232	8	one	one	NUM
easat-1441	232	9	more	more	ADJ
easat-1441	232	10	exit	exit	NOUN
easat-1441	232	11	(	(	PUNCT
easat-1441	232	12	two	two	NUM
easat-1441	232	13	exits	exit	NOUN
easat-1441	232	14	)	)	PUNCT
easat-1441	232	15	in	in	ADP
easat-1441	232	16	the	the	DET
easat-1441	232	17	scenario	scenario	NOUN
easat-1441	232	18	which	which	PRON
easat-1441	232	19	is	be	AUX
easat-1441	232	20	located	locate	VERB
easat-1441	232	21	on	on	ADP
easat-1441	232	22	coordinate	coordinate	NOUN
easat-1441	232	23	at	at	ADP
easat-1441	232	24	position	position	NOUN
easat-1441	232	25	(	(	PUNCT
easat-1441	232	26	5.5,0	5.5,0	NOUN
easat-1441	232	27	)	)	PUNCT
easat-1441	232	28	and	and	CCONJ
easat-1441	232	29	(	(	PUNCT
easat-1441	232	30	5.5	5.5	NUM
easat-1441	232	31	,	,	PUNCT
easat-1441	232	32	8)	8)	NUM
easat-1441	232	33	as	as	SCONJ
easat-1441	232	34	shown	show	VERB
easat-1441	232	35	in	in	ADP
easat-1441	232	36	pseudocode	pseudocode	PROPN
easat-1441	232	37	2	2	NUM
easat-1441	232	38	which	which	PRON
easat-1441	232	39	intended	intend	VERB
easat-1441	232	40	to	to	PART
easat-1441	232	41	provide	provide	VERB
easat-1441	232	42	an	an	DET
easat-1441	232	43	alternate	alternate	ADJ
easat-1441	232	44	evacuation	evacuation	NOUN
easat-1441	232	45	route	route	NOUN
easat-1441	232	46	,	,	PUNCT
easat-1441	232	47	potentially	potentially	ADV
easat-1441	232	48	reducing	reduce	VERB
easat-1441	232	49	evacuation	evacuation	NOUN
easat-1441	232	50	times	time	NOUN
easat-1441	232	51	,	,	PUNCT
easat-1441	232	52	especially	especially	ADV
easat-1441	232	53	in	in	ADP
easat-1441	232	54	higher	high	ADJ
easat-1441	232	55	-	-	PUNCT
easat-1441	232	56	density	density	NOUN
easat-1441	232	57	scenarios	scenario	NOUN
easat-1441	232	58	.	.	PUNCT
easat-1441	233	1	the	the	DET
easat-1441	233	2	experiment	experiment	NOUN
easat-1441	233	3	has	have	AUX
easat-1441	233	4	been	be	AUX
easat-1441	233	5	running	run	VERB
easat-1441	233	6	in	in	ADP
easat-1441	233	7	5	5	NUM
easat-1441	233	8	set	set	VERB
easat-1441	233	9	for	for	ADP
easat-1441	233	10	each	each	PRON
easat-1441	233	11	of	of	ADP
easat-1441	233	12	the	the	DET
easat-1441	233	13	agent	agent	NOUN
easat-1441	233	14	population	population	NOUN
easat-1441	233	15	’s	’s	PART
easat-1441	233	16	number	number	NOUN
easat-1441	233	17	to	to	PART
easat-1441	233	18	get	get	VERB
easat-1441	233	19	the	the	DET
easat-1441	233	20	average	average	NOUN
easat-1441	233	21	of	of	ADP
easat-1441	233	22	the	the	DET
easat-1441	233	23	evacuation	evacuation	NOUN
easat-1441	233	24	time	time	NOUN
easat-1441	233	25	per	per	ADP
easat-1441	233	26	set	set	NOUN
easat-1441	233	27	.	.	PUNCT
easat-1441	234	1	pseudocode	pseudocode	PROPN
easat-1441	234	2	1	1	NUM
easat-1441	234	3	:	:	PUNCT
easat-1441	234	4	evacuation	evacuation	NOUN
easat-1441	234	5	simulation	simulation	NOUN
easat-1441	234	6	in	in	ADP
easat-1441	234	7	one	one	NUM
easat-1441	234	8	exit	exit	NOUN
easat-1441	234	9	condition	condition	NOUN
easat-1441	234	10	//	//	NUM
easat-1441	234	11	constants	constant	NOUN
easat-1441	234	12	and	and	CCONJ
easat-1441	234	13	parameters	parameter	NOUN
easat-1441	234	14	define	define	VERB
easat-1441	234	15	room_width	room_width	NOUN
easat-1441	234	16	,	,	PUNCT
easat-1441	234	17	room_height	room_height	PRON
easat-1441	234	18	,	,	PUNCT
easat-1441	234	19	exit_x	exit_x	NOUN
easat-1441	234	20	,	,	PUNCT
easat-1441	234	21	exit_y	exit_y	X
easat-1441	234	22	define	define	VERB
easat-1441	234	23	max_iterations	max_iteration	NOUN
easat-1441	234	24	,	,	PUNCT
easat-1441	234	25	exit_speed	exit_speed	VERB
easat-1441	234	26	define	define	VERB
easat-1441	234	27	agent_counts	agent_count	NOUN
easat-1441	234	28	as	as	ADP
easat-1441	234	29	an	an	DET
easat-1441	234	30	array	array	NOUN
easat-1441	234	31	of	of	ADP
easat-1441	234	32	different	different	ADJ
easat-1441	234	33	agent	agent	NOUN
easat-1441	234	34	numbers	number	NOUN
easat-1441	234	35	,	,	PUNCT
easat-1441	234	36	e.g.	e.g.	ADV
easat-1441	234	37	,	,	PUNCT
easat-1441	234	38	[	[	X
easat-1441	234	39	10	10	NUM
easat-1441	234	40	,	,	PUNCT
easat-1441	234	41	25	25	NUM
easat-1441	234	42	,	,	PUNCT
easat-1441	234	43	50	50	NUM
easat-1441	234	44	,	,	PUNCT
easat-1441	234	45	100	100	NUM
easat-1441	234	46	,	,	PUNCT
easat-1441	234	47	150	150	NUM
easat-1441	234	48	,	,	PUNCT
easat-1441	234	49	200	200	NUM
easat-1441	234	50	]	]	PUNCT
easat-1441	234	51	//	//	SYM
easat-1441	234	52	agent	agent	NOUN
easat-1441	234	53	class	class	NOUN
easat-1441	234	54	class	class	NOUN
easat-1441	234	55	agent	agent	NOUN
easat-1441	234	56	:	:	PUNCT
easat-1441	234	57	initialize	initialize	VERB
easat-1441	234	58	with	with	ADP
easat-1441	234	59	random	random	ADJ
easat-1441	234	60	position	position	NOUN
easat-1441	234	61	within	within	ADP
easat-1441	234	62	room	room	NOUN
easat-1441	234	63	define	define	VERB
easat-1441	234	64	property	property	NOUN
easat-1441	234	65	'	'	PUNCT
easat-1441	234	66	exited	exit	VERB
easat-1441	234	67	'	'	PUNCT
easat-1441	234	68	as	as	ADP
easat-1441	234	69	false	false	ADJ
easat-1441	234	70	//	//	NOUN
easat-1441	234	71	function	function	NOUN
easat-1441	234	72	to	to	PART
easat-1441	234	73	calculate	calculate	VERB
easat-1441	234	74	distance	distance	NOUN
easat-1441	234	75	to	to	PART
easat-1441	234	76	exit	exit	VERB
easat-1441	234	77	665	665	NUM
easat-1441	234	78	edelweiss	edelweiss	PROPN
easat-1441	234	79	applied	apply	VERB
easat-1441	234	80	science	science	NOUN
easat-1441	234	81	and	and	CCONJ
easat-1441	234	82	technology	technology	NOUN
easat-1441	234	83	issn	issn	PROPN
easat-1441	234	84	:	:	PUNCT
easat-1441	234	85	2576	2576	NUM
easat-1441	234	86	-	-	SYM
easat-1441	234	87	8484	8484	NUM
easat-1441	234	88	vol	vol	NOUN
easat-1441	234	89	.	.	PROPN
easat-1441	235	1	8	8	NUM
easat-1441	235	2	,	,	PUNCT
easat-1441	235	3	no	no	INTJ
easat-1441	235	4	.	.	NOUN
easat-1441	236	1	4	4	NUM
easat-1441	236	2	:	:	PUNCT
easat-1441	236	3	656	656	NUM
easat-1441	236	4	-	-	SYM
easat-1441	236	5	672	672	NUM
easat-1441	236	6	,	,	PUNCT
easat-1441	236	7	2024	2024	NUM
easat-1441	236	8	doi	doi	NOUN
easat-1441	236	9	:	:	PUNCT
easat-1441	236	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	236	11	©	©	NOUN
easat-1441	236	12	2024	2024	NUM
easat-1441	236	13	by	by	ADP
easat-1441	236	14	the	the	DET
easat-1441	236	15	authors	author	NOUN
easat-1441	236	16	;	;	PUNCT
easat-1441	236	17	licensee	licensee	PROPN
easat-1441	236	18	learning	learn	VERB
easat-1441	236	19	gate	gate	PROPN
easat-1441	236	20	function	function	PROPN
easat-1441	236	21	distance_to_exit(agent	distance_to_exit(agent	PROPN
easat-1441	236	22	):	):	PUNCT
easat-1441	236	23	calculate	calculate	NOUN
easat-1441	236	24	and	and	CCONJ
easat-1441	236	25	return	return	VERB
easat-1441	236	26	the	the	DET
easat-1441	236	27	distance	distance	NOUN
easat-1441	236	28	from	from	ADP
easat-1441	236	29	agent	agent	NOUN
easat-1441	236	30	to	to	ADP
easat-1441	236	31	exit	exit	NOUN
easat-1441	236	32	//	//	NOUN
easat-1441	236	33	function	function	NOUN
easat-1441	236	34	to	to	PART
easat-1441	236	35	calculate	calculate	VERB
easat-1441	236	36	evacuation	evacuation	NOUN
easat-1441	236	37	time	time	NOUN
easat-1441	236	38	function	function	VERB
easat-1441	236	39	evacuation_time_objective(agents	evacuation_time_objective(agent	NOUN
easat-1441	236	40	):	):	PUNCT
easat-1441	236	41	calculate	calculate	NOUN
easat-1441	236	42	and	and	CCONJ
easat-1441	236	43	return	return	VERB
easat-1441	236	44	the	the	DET
easat-1441	236	45	maximum	maximum	ADJ
easat-1441	236	46	time	time	NOUN
easat-1441	236	47	taken	take	VERB
easat-1441	236	48	for	for	SCONJ
easat-1441	236	49	all	all	DET
easat-1441	236	50	agents	agent	NOUN
easat-1441	236	51	to	to	PART
easat-1441	236	52	reach	reach	VERB
easat-1441	236	53	the	the	DET
easat-1441	236	54	exit	exit	NOUN
easat-1441	236	55	//	//	NOUN
easat-1441	236	56	function	function	NOUN
easat-1441	236	57	to	to	PART
easat-1441	236	58	update	update	VERB
easat-1441	236	59	agents	agent	NOUN
easat-1441	236	60	'	'	PART
easat-1441	236	61	positions	position	NOUN
easat-1441	236	62	function	function	VERB
easat-1441	236	63	update_agents(agents	update_agents(agent	NOUN
easat-1441	236	64	):	):	PUNCT
easat-1441	236	65	for	for	ADP
easat-1441	236	66	each	each	DET
easat-1441	236	67	agent	agent	NOUN
easat-1441	236	68	in	in	ADP
easat-1441	236	69	agents	agent	NOUN
easat-1441	236	70	:	:	PUNCT
easat-1441	236	71	move	move	VERB
easat-1441	236	72	agent	agent	NOUN
easat-1441	236	73	towards	towards	ADP
easat-1441	236	74	exit	exit	NOUN
easat-1441	236	75	if	if	SCONJ
easat-1441	236	76	agent	agent	NOUN
easat-1441	236	77	is	be	AUX
easat-1441	236	78	close	close	ADJ
easat-1441	236	79	enough	enough	ADV
easat-1441	236	80	to	to	PART
easat-1441	236	81	exit	exit	VERB
easat-1441	236	82	,	,	PUNCT
easat-1441	236	83	set	set	VERB
easat-1441	236	84	'	'	PUNCT
easat-1441	236	85	exited	exit	VERB
easat-1441	236	86	'	'	PUNCT
easat-1441	236	87	to	to	ADP
easat-1441	236	88	true	true	ADJ
easat-1441	236	89	//	//	NOUN
easat-1441	236	90	function	function	NOUN
easat-1441	236	91	to	to	PART
easat-1441	236	92	run	run	VERB
easat-1441	236	93	evacuation	evacuation	NOUN
easat-1441	236	94	simulation	simulation	NOUN
easat-1441	236	95	for	for	ADP
easat-1441	236	96	a	a	DET
easat-1441	236	97	given	give	VERB
easat-1441	236	98	number	number	NOUN
easat-1441	236	99	of	of	ADP
easat-1441	236	100	agents	agent	NOUN
easat-1441	236	101	function	function	VERB
easat-1441	236	102	run_simulation_for_agents(num_agents	run_simulation_for_agents(num_agent	NOUN
easat-1441	236	103	):	):	PUNCT
easat-1441	236	104	initialize	initialize	VERB
easat-1441	236	105	a	a	DET
easat-1441	236	106	list	list	NOUN
easat-1441	236	107	of	of	ADP
easat-1441	236	108	agents	agent	NOUN
easat-1441	236	109	with	with	ADP
easat-1441	236	110	size	size	NOUN
easat-1441	236	111	num_agents	num_agent	NOUN
easat-1441	236	112	for	for	ADP
easat-1441	236	113	each	each	DET
easat-1441	236	114	iteration	iteration	NOUN
easat-1441	236	115	in	in	ADP
easat-1441	236	116	max_iterations	max_iteration	NOUN
easat-1441	236	117	:	:	PUNCT
easat-1441	236	118	update	update	NOUN
easat-1441	236	119	agents	agent	NOUN
easat-1441	236	120	'	'	PART
easat-1441	236	121	positions	position	NOUN
easat-1441	236	122	calculate	calculate	VERB
easat-1441	236	123	current	current	ADJ
easat-1441	236	124	evacuation	evacuation	NOUN
easat-1441	236	125	time	time	NOUN
easat-1441	236	126	if	if	SCONJ
easat-1441	236	127	all	all	DET
easat-1441	236	128	agents	agent	NOUN
easat-1441	236	129	have	have	AUX
easat-1441	236	130	exited	exit	VERB
easat-1441	236	131	,	,	PUNCT
easat-1441	236	132	break	break	VERB
easat-1441	236	133	the	the	DET
easat-1441	236	134	loop	loop	NOUN
easat-1441	236	135	return	return	VERB
easat-1441	236	136	the	the	DET
easat-1441	236	137	calculated	calculated	ADJ
easat-1441	236	138	evacuation	evacuation	NOUN
easat-1441	236	139	time	time	NOUN
easat-1441	236	140	//	//	PUNCT
easat-1441	236	141	main	main	ADJ
easat-1441	236	142	simulation	simulation	NOUN
easat-1441	236	143	initialize	initialize	VERB
easat-1441	236	144	an	an	DET
easat-1441	236	145	empty	empty	ADJ
easat-1441	236	146	list	list	NOUN
easat-1441	236	147	evacuation_times	evacuation_time	NOUN
easat-1441	236	148	for	for	ADP
easat-1441	236	149	each	each	DET
easat-1441	236	150	num	num	NOUN
easat-1441	236	151	in	in	ADP
easat-1441	236	152	agent_counts	agent_count	NOUN
easat-1441	236	153	:	:	PUNCT
easat-1441	236	154	evacuation_time	evacuation_time	PROPN
easat-1441	236	155	=	=	SYM
easat-1441	236	156	run_simulation_for_agents(num	run_simulation_for_agents(num	NUM
easat-1441	236	157	)	)	PUNCT
easat-1441	236	158	append	append	VERB
easat-1441	236	159	evacuation_time	evacuation_time	ADJ
easat-1441	236	160	to	to	ADP
easat-1441	236	161	evacuation_times	evacuation_time	NOUN
easat-1441	236	162	pseudocode	pseudocode	NOUN
easat-1441	236	163	2	2	NUM
easat-1441	236	164	:	:	PUNCT
easat-1441	236	165	evacuation	evacuation	NOUN
easat-1441	236	166	simulation	simulation	NOUN
easat-1441	236	167	in	in	ADP
easat-1441	236	168	two	two	NUM
easat-1441	236	169	exits	exit	NOUN
easat-1441	236	170	condition	condition	NOUN
easat-1441	236	171	//define	//define	PUNCT
easat-1441	236	172	constants	constant	NOUN
easat-1441	236	173	and	and	CCONJ
easat-1441	236	174	parameters	parameter	NOUN
easat-1441	236	175	room_width	room_width	VERB
easat-1441	236	176	,	,	PUNCT
easat-1441	236	177	room_height	room_height	NOUN
easat-1441	236	178	=	=	SYM
easat-1441	236	179	5	5	NUM
easat-1441	236	180	,	,	PUNCT
easat-1441	236	181	8	8	NUM
easat-1441	236	182	exit_x	exit_x	NOUN
easat-1441	236	183	,	,	PUNCT
easat-1441	236	184	exit_y	exit_y	PUNCT
easat-1441	236	185	=	=	NOUN
easat-1441	236	186	2.5	2.5	NUM
easat-1441	236	187	,	,	PUNCT
easat-1441	236	188	0	0	NUM
easat-1441	236	189	max_iterations	max_iteration	NOUN
easat-1441	236	190	=	=	SYM
easat-1441	236	191	1000	1000	NUM
easat-1441	236	192	exit_speed	exit_speed	NOUN
easat-1441	236	193	=	=	SYM
easat-1441	236	194	1.4	1.4	NUM
easat-1441	236	195	#	#	NOUN
easat-1441	236	196	speed	speed	NOUN
easat-1441	236	197	at	at	ADP
easat-1441	236	198	which	which	PRON
easat-1441	236	199	agents	agent	NOUN
easat-1441	236	200	exit	exit	NOUN
easat-1441	236	201	(	(	PUNCT
easat-1441	236	202	m	m	PROPN
easat-1441	236	203	/	/	SYM
easat-1441	236	204	s	s	PART
easat-1441	236	205	)	)	PUNCT
easat-1441	236	206	agent_counts	agent_count	NOUN
easat-1441	237	1	=	=	PUNCT
easat-1441	238	1	[	[	X
easat-1441	238	2	10	10	NUM
easat-1441	238	3	,	,	PUNCT
easat-1441	238	4	25	25	NUM
easat-1441	238	5	,	,	PUNCT
easat-1441	238	6	50	50	NUM
easat-1441	238	7	,	,	PUNCT
easat-1441	238	8	100	100	NUM
easat-1441	238	9	,	,	PUNCT
easat-1441	238	10	150	150	NUM
easat-1441	238	11	,	,	PUNCT
easat-1441	238	12	200	200	NUM
easat-1441	238	13	]	]	PUNCT
easat-1441	238	14	//agent	//agent	PUNCT
easat-1441	239	1	class	class	NOUN
easat-1441	239	2	definition	definition	NOUN
easat-1441	239	3	class	class	NOUN
easat-1441	239	4	agent	agent	NOUN
easat-1441	239	5	:	:	PUNCT
easat-1441	239	6	function	function	VERB
easat-1441	239	7	_	_	PUNCT
easat-1441	240	1	_	_	PUNCT
easat-1441	240	2	init	init	VERB
easat-1441	240	3	_	_	PUNCT
easat-1441	241	1	_	_	PUNCT
easat-1441	241	2	(	(	PUNCT
easat-1441	241	3	):	):	PUNCT
easat-1441	241	4	self.x	self.x	PROPN
easat-1441	241	5	=	=	SYM
easat-1441	241	6	randomuniform(0	randomuniform(0	NOUN
easat-1441	241	7	,	,	PUNCT
easat-1441	241	8	room_width	room_width	NOUN
easat-1441	241	9	)	)	PUNCT
easat-1441	241	10	self.y	self.y	PROPN
easat-1441	241	11	=	=	SYM
easat-1441	241	12	randomuniform(0	randomuniform(0	NOUN
easat-1441	241	13	,	,	PUNCT
easat-1441	241	14	room_height	room_height	PRON
easat-1441	241	15	)	)	PUNCT
easat-1441	241	16	self.exited	self.exite	VERB
easat-1441	241	17	=	=	PUNCT
easat-1441	241	18	false	false	ADJ
easat-1441	241	19	/function	/function	NOUN
easat-1441	241	20	to	to	PART
easat-1441	241	21	calculate	calculate	VERB
easat-1441	241	22	distance	distance	NOUN
easat-1441	241	23	to	to	ADP
easat-1441	241	24	nearest	near	ADJ
easat-1441	241	25	exit	exit	NOUN
easat-1441	241	26	function	function	NOUN
easat-1441	241	27	distance_to_nearest_exit(agent	distance_to_nearest_exit(agent	NOUN
easat-1441	241	28	,	,	PUNCT
easat-1441	241	29	exits	exit	NOUN
easat-1441	241	30	):	):	PUNCT
easat-1441	241	31	return	return	NOUN
easat-1441	241	32	min([squareroot((agent.x	min([squareroot((agent.x	NOUN
easat-1441	242	1	exit_x)^2	exit_x)^2	PROPN
easat-1441	242	2	+	+	CCONJ
easat-1441	242	3	(	(	PUNCT
easat-1441	242	4	agent.y	agent.y	PROPN
easat-1441	242	5	exit_y)^2	exit_y)^2	PROPN
easat-1441	242	6	)	)	PUNCT
easat-1441	242	7	for	for	ADP
easat-1441	242	8	(	(	PUNCT
easat-1441	242	9	exit_x	exit_x	NOUN
easat-1441	242	10	,	,	PUNCT
easat-1441	242	11	exit_y	exit_y	NUM
easat-1441	242	12	)	)	PUNCT
easat-1441	242	13	in	in	ADP
easat-1441	242	14	exits	exit	NOUN
easat-1441	242	15	]	]	PUNCT
easat-1441	242	16	)	)	PUNCT
easat-1441	242	17	//	//	X
easat-1441	242	18	function	function	VERB
easat-1441	242	19	to	to	PART
easat-1441	242	20	calculate	calculate	VERB
easat-1441	242	21	evacuation	evacuation	NOUN
easat-1441	242	22	time	time	NOUN
easat-1441	242	23	objective	objective	ADJ
easat-1441	242	24	function	function	NOUN
easat-1441	242	25	evacuation_time_objective(agents	evacuation_time_objective(agent	NOUN
easat-1441	242	26	,	,	PUNCT
easat-1441	242	27	exits	exit	NOUN
easat-1441	242	28	):	):	PUNCT
easat-1441	242	29	times	time	NOUN
easat-1441	242	30	=	=	SYM
easat-1441	243	1	[	[	X
easat-1441	243	2	distance_to_nearest_exit(agent	distance_to_nearest_exit(agent	NOUN
easat-1441	243	3	,	,	PUNCT
easat-1441	243	4	exits	exit	NOUN
easat-1441	243	5	)	)	PUNCT
easat-1441	243	6	/	/	SYM
easat-1441	243	7	exit_speed	exit_speed	NOUN
easat-1441	244	1	|	|	ADV
easat-1441	244	2	for	for	ADP
easat-1441	244	3	agent	agent	NOUN
easat-1441	244	4	in	in	ADP
easat-1441	244	5	agents	agent	NOUN
easat-1441	244	6	|	|	ADV
easat-1441	244	7	if	if	SCONJ
easat-1441	244	8	not	not	PART
easat-1441	244	9	agent.exited	agent.exite	VERB
easat-1441	244	10	]	]	PUNCT
easat-1441	244	11	return	return	NOUN
easat-1441	244	12	max(times	max(time	NOUN
easat-1441	244	13	)	)	PUNCT
easat-1441	244	14	if	if	SCONJ
easat-1441	244	15	length(times	length(time	NOUN
easat-1441	244	16	)	)	PUNCT
easat-1441	244	17	>	>	X
easat-1441	244	18	0	0	PUNCT
easat-1441	245	1	else	else	ADV
easat-1441	245	2	0	0	NUM
easat-1441	245	3	//	//	NUM
easat-1441	245	4	function	function	NOUN
easat-1441	245	5	to	to	PART
easat-1441	245	6	update	update	VERB
easat-1441	245	7	agents	agent	NOUN
easat-1441	245	8	without	without	ADP
easat-1441	245	9	optimization	optimization	NOUN
easat-1441	245	10	function	function	NOUN
easat-1441	245	11	update_agents_without_optimization(agents	update_agents_without_optimization(agent	NOUN
easat-1441	245	12	,	,	PUNCT
easat-1441	245	13	exits	exit	VERB
easat-1441	245	14	):	):	PUNCT
easat-1441	245	15	//	//	NUM
easat-1441	245	16	simplified	simplify	VERB
easat-1441	245	17	agent	agent	NOUN
easat-1441	245	18	movement	movement	NOUN
easat-1441	245	19	without	without	ADP
easat-1441	245	20	optimization	optimization	NOUN
easat-1441	245	21	,	,	PUNCT
easat-1441	245	22	considering	consider	VERB
easat-1441	245	23	two	two	NUM
easat-1441	245	24	exits	exit	NOUN
easat-1441	245	25	for	for	ADP
easat-1441	245	26	agent	agent	NOUN
easat-1441	245	27	in	in	ADP
easat-1441	245	28	agents	agent	NOUN
easat-1441	245	29	:	:	PUNCT
easat-1441	245	30	if	if	SCONJ
easat-1441	245	31	not	not	PART
easat-1441	245	32	agent.exited	agent.exite	VERB
easat-1441	245	33	:	:	PUNCT
easat-1441	245	34	nearest_exit	nearest_exit	NOUN
easat-1441	245	35	=	=	SYM
easat-1441	245	36	min(exits	min(exit	NOUN
easat-1441	245	37	,	,	PUNCT
easat-1441	245	38	key	key	ADJ
easat-1441	245	39	=	=	ADJ
easat-1441	245	40	lambda	lambda	ADJ
easat-1441	245	41	exit	exit	NOUN
easat-1441	245	42	:	:	PUNCT
easat-1441	245	43	squareroot((agent.x	squareroot((agent.x	PROPN
easat-1441	245	44	exit[0])^2	exit[0])^2	PROPN
easat-1441	246	1	+	+	CCONJ
easat-1441	246	2	(	(	PUNCT
easat-1441	246	3	agent.y	agent.y	PROPN
easat-1441	246	4	exit[1])^2	exit[1])^2	PROPN
easat-1441	246	5	)	)	PUNCT
easat-1441	246	6	)	)	PUNCT
easat-1441	247	1	666	666	NUM
easat-1441	247	2	edelweiss	edelweiss	PROPN
easat-1441	247	3	applied	apply	VERB
easat-1441	247	4	science	science	NOUN
easat-1441	247	5	and	and	CCONJ
easat-1441	247	6	technology	technology	NOUN
easat-1441	247	7	issn	issn	PROPN
easat-1441	247	8	:	:	PUNCT
easat-1441	247	9	2576	2576	NUM
easat-1441	247	10	-	-	SYM
easat-1441	247	11	8484	8484	NUM
easat-1441	247	12	vol	vol	NOUN
easat-1441	247	13	.	.	PROPN
easat-1441	247	14	8	8	NUM
easat-1441	247	15	,	,	PUNCT
easat-1441	247	16	no	no	INTJ
easat-1441	247	17	.	.	NOUN
easat-1441	248	1	4	4	NUM
easat-1441	248	2	:	:	PUNCT
easat-1441	248	3	656	656	NUM
easat-1441	248	4	-	-	SYM
easat-1441	248	5	672	672	NUM
easat-1441	248	6	,	,	PUNCT
easat-1441	248	7	2024	2024	NUM
easat-1441	248	8	doi	doi	NOUN
easat-1441	248	9	:	:	PUNCT
easat-1441	248	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	248	11	©	©	NOUN
easat-1441	248	12	2024	2024	NUM
easat-1441	248	13	by	by	ADP
easat-1441	248	14	the	the	DET
easat-1441	248	15	authors	author	NOUN
easat-1441	248	16	;	;	PUNCT
easat-1441	248	17	licensee	licensee	PROPN
easat-1441	248	18	learning	learning	NOUN
easat-1441	248	19	gate	gate	NOUN
easat-1441	248	20	dx	dx	PROPN
easat-1441	248	21	=	=	PUNCT
easat-1441	248	22	(	(	PUNCT
easat-1441	248	23	nearest_exit[0	nearest_exit[0	NOUN
easat-1441	248	24	]	]	X
easat-1441	248	25	agent.x	agent.x	PROPN
easat-1441	248	26	)	)	PUNCT
easat-1441	248	27	/	/	SYM
easat-1441	248	28	20	20	NUM
easat-1441	248	29	#	#	NOUN
easat-1441	248	30	slower	slow	ADJ
easat-1441	248	31	movement	movement	NOUN
easat-1441	248	32	dy	dy	NOUN
easat-1441	248	33	=	=	SYM
easat-1441	248	34	(	(	PUNCT
easat-1441	248	35	nearest_exit[1	nearest_exit[1	PROPN
easat-1441	248	36	]	]	PUNCT
easat-1441	248	37	agent.y	agent.y	PROPN
easat-1441	248	38	)	)	PUNCT
easat-1441	248	39	/	/	PUNCT
easat-1441	248	40	20	20	NUM
easat-1441	248	41	agent.x	agent.x	PUNCT
easat-1441	249	1	+	+	PUNCT
easat-1441	249	2	=	=	X
easat-1441	249	3	dx	dx	PROPN
easat-1441	249	4	agent.y	agent.y	PROPN
easat-1441	249	5	+	+	PROPN
easat-1441	249	6	=	=	X
easat-1441	249	7	dy	dy	NOUN
easat-1441	249	8	if	if	SCONJ
easat-1441	249	9	distance_to_nearest_exit(agent	distance_to_nearest_exit(agent	NOUN
easat-1441	249	10	,	,	PUNCT
easat-1441	249	11	exits	exit	VERB
easat-1441	249	12	)	)	PUNCT
easat-1441	249	13	<	<	X
easat-1441	249	14	0.5	0.5	NUM
easat-1441	249	15	:	:	PUNCT
easat-1441	249	16	//increased	//increased	ADJ
easat-1441	249	17	threshold	threshold	NOUN
easat-1441	249	18	for	for	ADP
easat-1441	249	19	exit	exit	NOUN
easat-1441	249	20	agent.exited	agent.exite	VERB
easat-1441	249	21	=	=	SYM
easat-1441	249	22	true	true	ADJ
easat-1441	249	23	//	//	NOUN
easat-1441	249	24	function	function	NOUN
easat-1441	249	25	to	to	PART
easat-1441	249	26	run	run	VERB
easat-1441	249	27	simulation	simulation	NOUN
easat-1441	249	28	for	for	ADP
easat-1441	249	29	agents	agent	NOUN
easat-1441	249	30	function	function	VERB
easat-1441	249	31	run_simulation_for_agents(num_agents	run_simulation_for_agents(num_agent	NOUN
easat-1441	249	32	,	,	PUNCT
easat-1441	249	33	exits	exit	NOUN
easat-1441	249	34	,	,	PUNCT
easat-1441	249	35	with_optimization	with_optimization	NOUN
easat-1441	249	36	=	=	SYM
easat-1441	249	37	true	true	ADJ
easat-1441	249	38	):	):	PUNCT
easat-1441	249	39	agents	agent	NOUN
easat-1441	249	40	=	=	PUNCT
easat-1441	250	1	[	[	X
easat-1441	250	2	agent	agent	NOUN
easat-1441	250	3	(	(	PUNCT
easat-1441	250	4	)	)	PUNCT
easat-1441	250	5	for	for	ADP
easat-1441	250	6	_	_	PROPN
easat-1441	250	7	in	in	ADP
easat-1441	250	8	range(num_agents	range(num_agent	NOUN
easat-1441	250	9	)	)	PUNCT
easat-1441	250	10	]	]	PUNCT
easat-1441	251	1	evacuation_time	evacuation_time	PROPN
easat-1441	251	2	=	=	SYM
easat-1441	251	3	0	0	NUM
easat-1441	251	4	for	for	ADP
easat-1441	251	5	_	_	PROPN
easat-1441	251	6	in	in	ADP
easat-1441	251	7	range(max_iterations	range(max_iteration	NOUN
easat-1441	251	8	):	):	PUNCT
easat-1441	251	9	if	if	SCONJ
easat-1441	251	10	with_optimization	with_optimization	NOUN
easat-1441	251	11	:	:	PUNCT
easat-1441	251	12	update_agents(agents	update_agents(agent	NOUN
easat-1441	251	13	,	,	PUNCT
easat-1441	251	14	exits	exit	VERB
easat-1441	251	15	)	)	PUNCT
easat-1441	251	16	else	else	ADV
easat-1441	251	17	:	:	PUNCT
easat-1441	251	18	update_agents_without_optimization(agents	update_agents_without_optimization(agent	NOUN
easat-1441	251	19	,	,	PUNCT
easat-1441	251	20	exits	exit	VERB
easat-1441	251	21	)	)	PUNCT
easat-1441	251	22	current_time	current_time	NOUN
easat-1441	251	23	=	=	SYM
easat-1441	251	24	evacuation_time_objective(agents	evacuation_time_objective(agent	NOUN
easat-1441	251	25	,	,	PUNCT
easat-1441	251	26	exits	exit	VERB
easat-1441	251	27	)	)	PUNCT
easat-1441	251	28	if	if	SCONJ
easat-1441	251	29	current_time	current_time	PROPN
easat-1441	251	30	>	>	X
easat-1441	251	31	evacuation_time	evacuation_time	ADJ
easat-1441	251	32	:	:	PUNCT
easat-1441	251	33	evacuation_time	evacuation_time	ADJ
easat-1441	251	34	=	=	X
easat-1441	251	35	current_time	current_time	ADJ
easat-1441	251	36	if	if	SCONJ
easat-1441	251	37	all(agent.exited	all(agent.exite	VERB
easat-1441	251	38	for	for	ADP
easat-1441	251	39	agent	agent	NOUN
easat-1441	251	40	in	in	ADP
easat-1441	251	41	agents	agent	NOUN
easat-1441	251	42	):	):	PUNCT
easat-1441	251	43	break	break	NOUN
easat-1441	251	44	return	return	NOUN
easat-1441	251	45	evacuation_time	evacuation_time	PROPN
easat-1441	251	46	//	//	PUNCT
easat-1441	251	47	define	define	NOUN
easat-1441	251	48	exits	exit	NOUN
easat-1441	251	49	including	include	VERB
easat-1441	251	50	the	the	DET
easat-1441	251	51	new	new	ADJ
easat-1441	251	52	exit	exit	NOUN
easat-1441	251	53	at	at	ADP
easat-1441	251	54	(	(	PUNCT
easat-1441	251	55	5.5	5.5	NUM
easat-1441	251	56	,	,	PUNCT
easat-1441	251	57	8)	8)	NUM
easat-1441	251	58	exits	exit	VERB
easat-1441	251	59	=	=	SYM
easat-1441	252	1	[	[	X
easat-1441	252	2	(	(	PUNCT
easat-1441	252	3	exit_x	exit_x	NOUN
easat-1441	252	4	,	,	PUNCT
easat-1441	252	5	exit_y	exit_y	NOUN
easat-1441	252	6	)	)	PUNCT
easat-1441	252	7	,	,	PUNCT
easat-1441	252	8	(	(	PUNCT
easat-1441	252	9	5.5	5.5	NUM
easat-1441	252	10	,	,	PUNCT
easat-1441	252	11	8)	8)	NUM
easat-1441	252	12	]	]	PUNCT
easat-1441	252	13	//	//	NUM
easat-1441	252	14	run	run	NOUN
easat-1441	252	15	simulations	simulation	NOUN
easat-1441	252	16	for	for	ADP
easat-1441	252	17	both	both	DET
easat-1441	252	18	scenarios	scenario	NOUN
easat-1441	252	19	with	with	ADP
easat-1441	252	20	the	the	DET
easat-1441	252	21	new	new	ADJ
easat-1441	252	22	exit	exit	NOUN
easat-1441	252	23	configuration	configuration	NOUN
easat-1441	252	24	evacuation_times_with_optimization	evacuation_times_with_optimization	NOUN
easat-1441	253	1	=	=	PUNCT
easat-1441	254	1	[	[	X
easat-1441	254	2	run_simulation_for_agents(num	run_simulation_for_agents(num	X
easat-1441	254	3	,	,	PUNCT
easat-1441	254	4	exits	exit	VERB
easat-1441	254	5	)	)	PUNCT
easat-1441	254	6	for	for	ADP
easat-1441	254	7	num	num	ADJ
easat-1441	254	8	in	in	ADP
easat-1441	254	9	agent_counts	agent_count	NOUN
easat-1441	254	10	]	]	PUNCT
easat-1441	254	11	evacuation_times_without_optimization	evacuation_times_without_optimization	NOUN
easat-1441	254	12	=	=	PUNCT
easat-1441	255	1	[	[	X
easat-1441	255	2	run_simulation_for_agents(num	run_simulation_for_agents(num	X
easat-1441	255	3	,	,	PUNCT
easat-1441	255	4	exits	exit	NOUN
easat-1441	255	5	,	,	PUNCT
easat-1441	255	6	with_optimization	with_optimization	NOUN
easat-1441	255	7	=	=	NOUN
easat-1441	255	8	false	false	NOUN
easat-1441	255	9	)	)	PUNCT
easat-1441	255	10	for	for	ADP
easat-1441	255	11	num	num	ADJ
easat-1441	255	12	in	in	ADP
easat-1441	255	13	agent_counts	agent_count	NOUN
easat-1441	255	14	]	]	PUNCT
easat-1441	255	15	4	4	NUM
easat-1441	255	16	.	.	NOUN
easat-1441	255	17	results	result	NOUN
easat-1441	255	18	and	and	CCONJ
easat-1441	255	19	discussion	discussion	NOUN
easat-1441	255	20	figure	figure	NOUN
easat-1441	255	21	2	2	NUM
easat-1441	255	22	shows	show	VERB
easat-1441	255	23	the	the	DET
easat-1441	255	24	comparison	comparison	NOUN
easat-1441	255	25	between	between	ADP
easat-1441	255	26	with	with	ADP
easat-1441	255	27	and	and	CCONJ
easat-1441	255	28	without	without	ADP
easat-1441	255	29	optimization	optimization	NOUN
easat-1441	255	30	in	in	ADP
easat-1441	255	31	one	one	NUM
easat-1441	255	32	exit	exit	NOUN
easat-1441	255	33	condition	condition	NOUN
easat-1441	255	34	and	and	CCONJ
easat-1441	255	35	table	table	NOUN
easat-1441	255	36	2	2	NUM
easat-1441	255	37	shows	show	VERB
easat-1441	255	38	the	the	DET
easat-1441	255	39	comparison	comparison	NOUN
easat-1441	255	40	of	of	ADP
easat-1441	255	41	time	time	NOUN
easat-1441	255	42	taken	take	VERB
easat-1441	255	43	to	to	AUX
easat-1441	255	44	exit	exit	NOUN
easat-1441	255	45	exiting	exit	VERB
easat-1441	255	46	the	the	DET
easat-1441	255	47	premise	premise	NOUN
easat-1441	255	48	with	with	ADP
easat-1441	255	49	and	and	CCONJ
easat-1441	255	50	without	without	ADP
easat-1441	255	51	optimization	optimization	NOUN
easat-1441	255	52	,	,	PUNCT
easat-1441	255	53	whilst	whilst	SCONJ
easat-1441	255	54	table	table	NOUN
easat-1441	255	55	3	3	NUM
easat-1441	255	56	shows	show	VERB
easat-1441	255	57	the	the	DET
easat-1441	255	58	analysis	analysis	NOUN
easat-1441	255	59	result	result	NOUN
easat-1441	255	60	for	for	ADP
easat-1441	255	61	validation	validation	NOUN
easat-1441	255	62	purposes	purpose	NOUN
easat-1441	255	63	in	in	ADP
easat-1441	255	64	regards	regard	NOUN
easat-1441	255	65	of	of	ADP
easat-1441	255	66	one	one	NUM
easat-1441	255	67	exit	exit	NOUN
easat-1441	255	68	condition	condition	NOUN
easat-1441	255	69	.	.	PUNCT
easat-1441	256	1	table	table	NOUN
easat-1441	256	2	2	2	NUM
easat-1441	256	3	.	.	PUNCT
easat-1441	256	4	total	total	ADJ
easat-1441	256	5	number	number	NOUN
easat-1441	256	6	of	of	ADP
easat-1441	256	7	agents	agent	NOUN
easat-1441	256	8	vs	vs	ADP
easat-1441	256	9	total	total	ADJ
easat-1441	256	10	evacuation	evacuation	NOUN
easat-1441	256	11	time	time	NOUN
easat-1441	256	12	(	(	PUNCT
easat-1441	256	13	by	by	ADP
easat-1441	256	14	average	average	ADJ
easat-1441	256	15	)	)	PUNCT
easat-1441	256	16	with	with	ADP
easat-1441	256	17	optimization	optimization	NOUN
easat-1441	256	18	and	and	CCONJ
easat-1441	256	19	without	without	ADP
easat-1441	256	20	optimization	optimization	NOUN
easat-1441	256	21	in	in	ADP
easat-1441	256	22	one	one	NUM
easat-1441	256	23	exit	exit	NOUN
easat-1441	256	24	condition	condition	NOUN
easat-1441	256	25	.	.	PUNCT
easat-1441	257	1	total	total	ADJ
easat-1441	257	2	no	no	INTJ
easat-1441	257	3	.	.	PUNCT
easat-1441	258	1	of	of	ADP
easat-1441	258	2	agents	agent	NOUN
easat-1441	258	3	10	10	NUM
easat-1441	258	4	25	25	NUM
easat-1441	258	5	50	50	NUM
easat-1441	258	6	100	100	NUM
easat-1441	258	7	150	150	NUM
easat-1441	258	8	200	200	NUM
easat-1441	258	9	evacuation	evacuation	NOUN
easat-1441	258	10	time	time	NOUN
easat-1441	258	11	with	with	ADP
easat-1441	258	12	optimization	optimization	NOUN
easat-1441	258	13	(	(	PUNCT
easat-1441	258	14	s	s	X
easat-1441	258	15	)	)	PUNCT
easat-1441	258	16	4.6	4.6	NUM
easat-1441	258	17	4.9	4.9	NUM
easat-1441	258	18	5.2	5.2	NUM
easat-1441	258	19	5.25	5.25	NUM
easat-1441	258	20	5.27	5.27	NUM
easat-1441	258	21	5.22	5.22	NUM
easat-1441	258	22	evacuation	evacuation	NOUN
easat-1441	258	23	time	time	NOUN
easat-1441	258	24	without	without	ADP
easat-1441	258	25	optimization	optimization	NOUN
easat-1441	258	26	(	(	PUNCT
easat-1441	258	27	s	s	NOUN
easat-1441	258	28	)	)	PUNCT
easat-1441	258	29	5.1	5.1	NUM
easat-1441	258	30	5.3	5.3	NUM
easat-1441	258	31	5.45	5.45	NUM
easat-1441	258	32	5.42	5.42	NUM
easat-1441	258	33	5.43	5.43	NUM
easat-1441	258	34	5.41	5.41	NUM
easat-1441	258	35	table	table	NOUN
easat-1441	258	36	3	3	NUM
easat-1441	258	37	.	.	PUNCT
easat-1441	259	1	the	the	DET
easat-1441	259	2	t	t	NOUN
easat-1441	259	3	-	-	PUNCT
easat-1441	259	4	test	test	NOUN
easat-1441	259	5	and	and	CCONJ
easat-1441	259	6	significant	significant	ADJ
easat-1441	259	7	difference	difference	NOUN
easat-1441	259	8	between	between	ADP
easat-1441	259	9	evacuation	evacuation	NOUN
easat-1441	259	10	time	time	NOUN
easat-1441	259	11	with	with	ADP
easat-1441	259	12	optimization	optimization	NOUN
easat-1441	259	13	and	and	CCONJ
easat-1441	259	14	without	without	ADP
easat-1441	259	15	optimization	optimization	NOUN
easat-1441	259	16	in	in	ADP
easat-1441	259	17	one	one	NUM
easat-1441	259	18	exit	exit	NOUN
easat-1441	259	19	condition	condition	NOUN
easat-1441	259	20	.	.	PUNCT
easat-1441	260	1	t	t	NOUN
easat-1441	260	2	-	-	PUNCT
easat-1441	260	3	test	test	NOUN
easat-1441	260	4	value	value	NOUN
easat-1441	260	5	p	p	NOUN
easat-1441	260	6	-	-	PUNCT
easat-1441	260	7	value	value	NOUN
easat-1441	260	8	-2.320868003189691	-2.320868003189691	NOUN
easat-1441	260	9	0.04270956768309327	0.04270956768309327	NOUN
easat-1441	260	10	667	667	NUM
easat-1441	260	11	edelweiss	edelweiss	PROPN
easat-1441	260	12	applied	apply	VERB
easat-1441	260	13	science	science	NOUN
easat-1441	260	14	and	and	CCONJ
easat-1441	260	15	technology	technology	NOUN
easat-1441	260	16	issn	issn	PROPN
easat-1441	260	17	:	:	PUNCT
easat-1441	260	18	2576	2576	NUM
easat-1441	260	19	-	-	SYM
easat-1441	260	20	8484	8484	NUM
easat-1441	260	21	vol	vol	NOUN
easat-1441	260	22	.	.	PROPN
easat-1441	261	1	8	8	NUM
easat-1441	261	2	,	,	PUNCT
easat-1441	261	3	no	no	INTJ
easat-1441	261	4	.	.	NOUN
easat-1441	262	1	4	4	NUM
easat-1441	262	2	:	:	PUNCT
easat-1441	262	3	656	656	NUM
easat-1441	262	4	-	-	SYM
easat-1441	262	5	672	672	NUM
easat-1441	262	6	,	,	PUNCT
easat-1441	262	7	2024	2024	NUM
easat-1441	262	8	doi	doi	NOUN
easat-1441	262	9	:	:	PUNCT
easat-1441	262	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	262	11	©	©	NOUN
easat-1441	262	12	2024	2024	NUM
easat-1441	262	13	by	by	ADP
easat-1441	262	14	the	the	DET
easat-1441	262	15	authors	author	NOUN
easat-1441	262	16	;	;	PUNCT
easat-1441	262	17	licensee	licensee	PROPN
easat-1441	262	18	learning	learn	VERB
easat-1441	262	19	gate	gate	NOUN
easat-1441	262	20	figure	figure	NOUN
easat-1441	262	21	2	2	NUM
easat-1441	262	22	.	.	PUNCT
easat-1441	263	1	the	the	DET
easat-1441	263	2	comparison	comparison	NOUN
easat-1441	263	3	of	of	ADP
easat-1441	263	4	evacuation	evacuation	NOUN
easat-1441	263	5	time	time	NOUN
easat-1441	263	6	with	with	ADP
easat-1441	263	7	and	and	CCONJ
easat-1441	263	8	without	without	ADP
easat-1441	263	9	optimization	optimization	NOUN
easat-1441	263	10	in	in	ADP
easat-1441	263	11	one	one	NUM
easat-1441	263	12	exit	exit	NOUN
easat-1441	263	13	condition	condition	NOUN
easat-1441	263	14	.	.	PUNCT
easat-1441	264	1	figure	figure	NOUN
easat-1441	264	2	3	3	NUM
easat-1441	264	3	shows	show	VERB
easat-1441	264	4	the	the	DET
easat-1441	264	5	comparison	comparison	NOUN
easat-1441	264	6	between	between	ADP
easat-1441	264	7	with	with	ADP
easat-1441	264	8	and	and	CCONJ
easat-1441	264	9	without	without	ADP
easat-1441	264	10	optimization	optimization	NOUN
easat-1441	264	11	in	in	ADP
easat-1441	264	12	two	two	NUM
easat-1441	264	13	exits	exit	NOUN
easat-1441	264	14	condition	condition	NOUN
easat-1441	264	15	and	and	CCONJ
easat-1441	264	16	table	table	NOUN
easat-1441	264	17	4	4	NUM
easat-1441	264	18	shows	show	VERB
easat-1441	264	19	the	the	DET
easat-1441	264	20	comparison	comparison	NOUN
easat-1441	264	21	of	of	ADP
easat-1441	264	22	time	time	NOUN
easat-1441	264	23	taken	take	VERB
easat-1441	264	24	to	to	PART
easat-1441	264	25	exit	exit	VERB
easat-1441	264	26	the	the	DET
easat-1441	264	27	premise	premise	NOUN
easat-1441	264	28	with	with	ADP
easat-1441	264	29	and	and	CCONJ
easat-1441	264	30	without	without	ADP
easat-1441	264	31	optimization	optimization	NOUN
easat-1441	264	32	,	,	PUNCT
easat-1441	264	33	whilst	whilst	SCONJ
easat-1441	264	34	table	table	NOUN
easat-1441	264	35	5	5	NUM
easat-1441	264	36	shows	show	VERB
easat-1441	264	37	the	the	DET
easat-1441	264	38	analysis	analysis	NOUN
easat-1441	264	39	result	result	NOUN
easat-1441	264	40	for	for	ADP
easat-1441	264	41	validation	validation	NOUN
easat-1441	264	42	purposes	purpose	NOUN
easat-1441	264	43	in	in	ADP
easat-1441	264	44	regards	regard	NOUN
easat-1441	264	45	of	of	ADP
easat-1441	264	46	two	two	NUM
easat-1441	264	47	exits	exit	NOUN
easat-1441	264	48	condition	condition	NOUN
easat-1441	264	49	.	.	PUNCT
easat-1441	265	1	figure	figure	NOUN
easat-1441	265	2	3	3	NUM
easat-1441	265	3	.	.	PUNCT
easat-1441	266	1	the	the	DET
easat-1441	266	2	comparison	comparison	NOUN
easat-1441	266	3	of	of	ADP
easat-1441	266	4	evacuation	evacuation	NOUN
easat-1441	266	5	time	time	NOUN
easat-1441	266	6	with	with	ADP
easat-1441	266	7	and	and	CCONJ
easat-1441	266	8	without	without	ADP
easat-1441	266	9	optimization	optimization	NOUN
easat-1441	266	10	in	in	ADP
easat-1441	266	11	two	two	NUM
easat-1441	266	12	exits	exit	NOUN
easat-1441	266	13	condition	condition	NOUN
easat-1441	266	14	.	.	PUNCT
easat-1441	267	1	668	668	NUM
easat-1441	267	2	edelweiss	edelweiss	PROPN
easat-1441	267	3	applied	apply	VERB
easat-1441	267	4	science	science	NOUN
easat-1441	267	5	and	and	CCONJ
easat-1441	267	6	technology	technology	NOUN
easat-1441	267	7	issn	issn	PROPN
easat-1441	267	8	:	:	PUNCT
easat-1441	267	9	2576	2576	NUM
easat-1441	267	10	-	-	SYM
easat-1441	267	11	8484	8484	NUM
easat-1441	267	12	vol	vol	NOUN
easat-1441	267	13	.	.	PROPN
easat-1441	268	1	8	8	NUM
easat-1441	268	2	,	,	PUNCT
easat-1441	268	3	no	no	INTJ
easat-1441	268	4	.	.	NOUN
easat-1441	269	1	4	4	NUM
easat-1441	269	2	:	:	PUNCT
easat-1441	269	3	656	656	NUM
easat-1441	269	4	-	-	SYM
easat-1441	269	5	672	672	NUM
easat-1441	269	6	,	,	PUNCT
easat-1441	269	7	2024	2024	NUM
easat-1441	269	8	doi	doi	NOUN
easat-1441	269	9	:	:	PUNCT
easat-1441	269	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	269	11	©	©	NOUN
easat-1441	269	12	2024	2024	NUM
easat-1441	269	13	by	by	ADP
easat-1441	269	14	the	the	DET
easat-1441	269	15	authors	author	NOUN
easat-1441	269	16	;	;	PUNCT
easat-1441	269	17	licensee	licensee	PROPN
easat-1441	269	18	learning	learn	VERB
easat-1441	269	19	gate	gate	NOUN
easat-1441	269	20	table	table	NOUN
easat-1441	269	21	4	4	NUM
easat-1441	269	22	.	.	PUNCT
easat-1441	269	23	total	total	ADJ
easat-1441	269	24	number	number	NOUN
easat-1441	269	25	of	of	ADP
easat-1441	269	26	agents	agent	NOUN
easat-1441	269	27	vs	vs	ADP
easat-1441	269	28	total	total	ADJ
easat-1441	269	29	evacuation	evacuation	NOUN
easat-1441	269	30	time	time	NOUN
easat-1441	269	31	(	(	PUNCT
easat-1441	269	32	by	by	ADP
easat-1441	269	33	average	average	ADJ
easat-1441	269	34	)	)	PUNCT
easat-1441	269	35	with	with	ADP
easat-1441	269	36	optimization	optimization	NOUN
easat-1441	269	37	and	and	CCONJ
easat-1441	269	38	without	without	ADP
easat-1441	269	39	optimization	optimization	NOUN
easat-1441	269	40	in	in	ADP
easat-1441	269	41	two	two	NUM
easat-1441	269	42	exits	exit	NOUN
easat-1441	269	43	condition	condition	NOUN
easat-1441	269	44	.	.	PUNCT
easat-1441	270	1	total	total	ADJ
easat-1441	270	2	no	no	INTJ
easat-1441	270	3	.	.	PUNCT
easat-1441	271	1	of	of	ADP
easat-1441	271	2	agents	agent	NOUN
easat-1441	271	3	10	10	NUM
easat-1441	271	4	25	25	NUM
easat-1441	271	5	50	50	NUM
easat-1441	271	6	100	100	NUM
easat-1441	271	7	150	150	NUM
easat-1441	271	8	200	200	NUM
easat-1441	271	9	evacuation	evacuation	NOUN
easat-1441	271	10	time	time	NOUN
easat-1441	271	11	with	with	ADP
easat-1441	271	12	optimization	optimization	NOUN
easat-1441	271	13	(	(	PUNCT
easat-1441	271	14	s	s	NOUN
easat-1441	271	15	)	)	PUNCT
easat-1441	271	16	4.95	4.95	NUM
easat-1441	271	17	5.1	5.1	NUM
easat-1441	271	18	5.25	5.25	NUM
easat-1441	271	19	5.21	5.21	NUM
easat-1441	271	20	5.30	5.30	NUM
easat-1441	271	21	5.27	5.27	NUM
easat-1441	271	22	evacuation	evacuation	NOUN
easat-1441	271	23	time	time	NOUN
easat-1441	271	24	without	without	ADP
easat-1441	271	25	optimization	optimization	NOUN
easat-1441	271	26	(	(	PUNCT
easat-1441	271	27	s	s	NOUN
easat-1441	271	28	)	)	PUNCT
easat-1441	271	29	4.90	4.90	NUM
easat-1441	271	30	5.08	5.08	NUM
easat-1441	271	31	5.48	5.48	NUM
easat-1441	271	32	5.47	5.47	NUM
easat-1441	271	33	5.51	5.51	NUM
easat-1441	271	34	5.60	5.60	NUM
easat-1441	271	35	table	table	NOUN
easat-1441	271	36	5	5	NUM
easat-1441	271	37	.	.	PUNCT
easat-1441	272	1	the	the	DET
easat-1441	272	2	t	t	NOUN
easat-1441	272	3	-	-	PUNCT
easat-1441	272	4	test	test	NOUN
easat-1441	272	5	and	and	CCONJ
easat-1441	272	6	significant	significant	ADJ
easat-1441	272	7	difference	difference	NOUN
easat-1441	272	8	between	between	ADP
easat-1441	272	9	evacuation	evacuation	NOUN
easat-1441	272	10	time	time	NOUN
easat-1441	272	11	with	with	ADP
easat-1441	272	12	optimization	optimization	NOUN
easat-1441	272	13	and	and	CCONJ
easat-1441	272	14	without	without	ADP
easat-1441	272	15	optimization	optimization	NOUN
easat-1441	272	16	in	in	ADP
easat-1441	272	17	two	two	NUM
easat-1441	272	18	exits	exit	NOUN
easat-1441	272	19	condition	condition	NOUN
easat-1441	272	20	.	.	PUNCT
easat-1441	273	1	t	t	NOUN
easat-1441	273	2	-	-	PUNCT
easat-1441	273	3	test	test	NOUN
easat-1441	273	4	value	value	NOUN
easat-1441	273	5	p	p	NOUN
easat-1441	273	6	-	-	PUNCT
easat-1441	273	7	value	value	NOUN
easat-1441	273	8	-1.076694599644415	-1.076694599644415	NOUN
easat-1441	273	9	0.30690554935313036	0.30690554935313036	NUM
easat-1441	274	1	the	the	DET
easat-1441	274	2	integration	integration	NOUN
easat-1441	274	3	of	of	ADP
easat-1441	274	4	the	the	DET
easat-1441	274	5	whale	whale	NOUN
easat-1441	274	6	-	-	PUNCT
easat-1441	274	7	bat	bat	NOUN
easat-1441	274	8	chaotic	chaotic	ADJ
easat-1441	274	9	algorithm	algorithm	NOUN
easat-1441	274	10	(	(	PUNCT
easat-1441	274	11	woabcm	woabcm	NOUN
easat-1441	274	12	)	)	PUNCT
easat-1441	274	13	into	into	ADP
easat-1441	274	14	crowd	crowd	NOUN
easat-1441	274	15	evacuation	evacuation	NOUN
easat-1441	274	16	simulations	simulation	NOUN
easat-1441	274	17	exemplifies	exemplify	VERB
easat-1441	274	18	how	how	SCONJ
easat-1441	274	19	advanced	advanced	ADJ
easat-1441	274	20	optimization	optimization	NOUN
easat-1441	274	21	techniques	technique	NOUN
easat-1441	274	22	can	can	AUX
easat-1441	274	23	significantly	significantly	ADV
easat-1441	274	24	enhance	enhance	VERB
easat-1441	274	25	emergency	emergency	NOUN
easat-1441	274	26	response	response	NOUN
easat-1441	274	27	strategies	strategy	NOUN
easat-1441	274	28	.	.	PUNCT
easat-1441	275	1	this	this	DET
easat-1441	275	2	discussion	discussion	NOUN
easat-1441	275	3	delves	delve	VERB
easat-1441	275	4	into	into	ADP
easat-1441	275	5	the	the	DET
easat-1441	275	6	mechanics	mechanic	NOUN
easat-1441	275	7	of	of	ADP
easat-1441	275	8	woabcm	woabcm	NOUN
easat-1441	275	9	and	and	CCONJ
easat-1441	275	10	elucidates	elucidate	VERB
easat-1441	275	11	its	its	PRON
easat-1441	275	12	potential	potential	NOUN
easat-1441	275	13	in	in	ADP
easat-1441	275	14	reducing	reduce	VERB
easat-1441	275	15	evacuation	evacuation	NOUN
easat-1441	275	16	times	time	NOUN
easat-1441	275	17	,	,	PUNCT
easat-1441	275	18	drawing	draw	VERB
easat-1441	275	19	insights	insight	NOUN
easat-1441	275	20	from	from	ADP
easat-1441	275	21	relevant	relevant	ADJ
easat-1441	275	22	studies	study	NOUN
easat-1441	275	23	and	and	CCONJ
easat-1441	275	24	algorithmic	algorithmic	ADJ
easat-1441	275	25	principles	principle	NOUN
easat-1441	275	26	.	.	PUNCT
easat-1441	276	1	to	to	PART
easat-1441	276	2	maximize	maximize	VERB
easat-1441	276	3	search	search	NOUN
easat-1441	276	4	patterns	pattern	NOUN
easat-1441	276	5	,	,	PUNCT
easat-1441	276	6	the	the	DET
easat-1441	276	7	hybrid	hybrid	ADJ
easat-1441	276	8	algorithm	algorithm	NOUN
easat-1441	276	9	known	know	VERB
easat-1441	276	10	as	as	ADP
easat-1441	276	11	woabcm	woabcm	NOUN
easat-1441	276	12	combines	combine	VERB
easat-1441	276	13	the	the	DET
easat-1441	276	14	best	good	ADJ
easat-1441	276	15	features	feature	NOUN
easat-1441	276	16	of	of	ADP
easat-1441	276	17	the	the	DET
easat-1441	276	18	whale	whale	NOUN
easat-1441	276	19	optimization	optimization	NOUN
easat-1441	276	20	algorithm	algorithm	NOUN
easat-1441	276	21	(	(	PUNCT
easat-1441	276	22	woa	woa	INTJ
easat-1441	276	23	)	)	PUNCT
easat-1441	276	24	and	and	CCONJ
easat-1441	276	25	the	the	DET
easat-1441	276	26	bat	bat	NOUN
easat-1441	276	27	algorithm	algorithm	NOUN
easat-1441	276	28	(	(	PUNCT
easat-1441	276	29	ba	ba	PROPN
easat-1441	276	30	)	)	PUNCT
easat-1441	276	31	,	,	PUNCT
easat-1441	276	32	enhanced	enhance	VERB
easat-1441	276	33	by	by	ADP
easat-1441	276	34	chaotic	chaotic	ADJ
easat-1441	276	35	maps	map	NOUN
easat-1441	276	36	.	.	PUNCT
easat-1441	277	1	the	the	DET
easat-1441	277	2	woa	woa	NOUN
easat-1441	277	3	,	,	PUNCT
easat-1441	277	4	inspired	inspire	VERB
easat-1441	277	5	by	by	ADP
easat-1441	277	6	humpback	humpback	NOUN
easat-1441	277	7	whales	whale	NOUN
easat-1441	277	8	'	'	PART
easat-1441	277	9	bubble	bubble	NOUN
easat-1441	277	10	-	-	PUNCT
easat-1441	277	11	net	net	NOUN
easat-1441	277	12	hunting	hunting	NOUN
easat-1441	277	13	strategy	strategy	NOUN
easat-1441	277	14	,	,	PUNCT
easat-1441	277	15	is	be	AUX
easat-1441	277	16	adept	adept	ADJ
easat-1441	277	17	at	at	ADP
easat-1441	277	18	identifying	identify	VERB
easat-1441	277	19	optimal	optimal	ADJ
easat-1441	277	20	solutions	solution	NOUN
easat-1441	277	21	through	through	ADP
easat-1441	277	22	a	a	DET
easat-1441	277	23	balance	balance	NOUN
easat-1441	277	24	of	of	ADP
easat-1441	277	25	exploration	exploration	NOUN
easat-1441	277	26	and	and	CCONJ
easat-1441	277	27	exploitation	exploitation	NOUN
easat-1441	277	28	phases	phase	NOUN
easat-1441	277	29	[	[	X
easat-1441	277	30	6	6	NUM
easat-1441	277	31	]	]	PUNCT
easat-1441	277	32	.	.	PUNCT
easat-1441	278	1	it	it	PRON
easat-1441	278	2	mimics	mimic	VERB
easat-1441	278	3	the	the	DET
easat-1441	278	4	whales	whale	NOUN
easat-1441	278	5	'	'	PART
easat-1441	278	6	encircling	encircle	VERB
easat-1441	278	7	behavior	behavior	NOUN
easat-1441	278	8	and	and	CCONJ
easat-1441	278	9	spiral	spiral	ADJ
easat-1441	278	10	bubble	bubble	NOUN
easat-1441	278	11	-	-	PUNCT
easat-1441	278	12	net	net	NOUN
easat-1441	278	13	feeding	feeding	NOUN
easat-1441	278	14	maneuver	maneuver	NOUN
easat-1441	278	15	to	to	PART
easat-1441	278	16	navigate	navigate	VERB
easat-1441	278	17	the	the	DET
easat-1441	278	18	solution	solution	NOUN
easat-1441	278	19	space	space	NOUN
easat-1441	278	20	.	.	PUNCT
easat-1441	279	1	the	the	DET
easat-1441	279	2	ba	ba	PROPN
easat-1441	279	3	,	,	PUNCT
easat-1441	279	4	on	on	ADP
easat-1441	279	5	the	the	DET
easat-1441	279	6	other	other	ADJ
easat-1441	279	7	hand	hand	NOUN
easat-1441	279	8	,	,	PUNCT
easat-1441	279	9	is	be	AUX
easat-1441	279	10	based	base	VERB
easat-1441	279	11	on	on	ADP
easat-1441	279	12	bats	bat	NOUN
easat-1441	279	13	'	'	PART
easat-1441	279	14	echolocation	echolocation	NOUN
easat-1441	279	15	behavior	behavior	NOUN
easat-1441	279	16	.	.	PUNCT
easat-1441	280	1	it	it	PRON
easat-1441	280	2	excels	excel	VERB
easat-1441	280	3	in	in	ADP
easat-1441	280	4	local	local	ADJ
easat-1441	280	5	search	search	NOUN
easat-1441	280	6	optimization	optimization	NOUN
easat-1441	280	7	,	,	PUNCT
easat-1441	280	8	adjusting	adjust	VERB
easat-1441	280	9	its	its	PRON
easat-1441	280	10	frequency	frequency	NOUN
easat-1441	280	11	,	,	PUNCT
easat-1441	280	12	loudness	loudness	NOUN
easat-1441	280	13	,	,	PUNCT
easat-1441	280	14	and	and	CCONJ
easat-1441	280	15	pulse	pulse	NOUN
easat-1441	280	16	emission	emission	NOUN
easat-1441	280	17	rate	rate	NOUN
easat-1441	280	18	to	to	PART
easat-1441	280	19	hop	hop	VERB
easat-1441	280	20	in	in	ADP
easat-1441	280	21	on	on	ADP
easat-1441	280	22	the	the	DET
easat-1441	280	23	best	good	ADJ
easat-1441	280	24	solutions	solution	NOUN
easat-1441	280	25	[	[	X
easat-1441	280	26	16	16	NUM
easat-1441	280	27	]	]	PUNCT
easat-1441	280	28	.	.	PUNCT
easat-1441	281	1	the	the	DET
easat-1441	281	2	chaotic	chaotic	ADJ
easat-1441	281	3	component	component	NOUN
easat-1441	281	4	introduces	introduce	NOUN
easat-1441	281	5	randomness	randomness	NOUN
easat-1441	281	6	,	,	PUNCT
easat-1441	281	7	enhancing	enhance	VERB
easat-1441	281	8	the	the	DET
easat-1441	281	9	algorithm	algorithm	NOUN
easat-1441	281	10	's	's	PART
easat-1441	281	11	ability	ability	NOUN
easat-1441	281	12	to	to	PART
easat-1441	281	13	escape	escape	VERB
easat-1441	281	14	local	local	ADJ
easat-1441	281	15	optima	optima	NOUN
easat-1441	281	16	and	and	CCONJ
easat-1441	281	17	explore	explore	VERB
easat-1441	281	18	globally	globally	ADV
easat-1441	281	19	.	.	PUNCT
easat-1441	282	1	in	in	ADP
easat-1441	282	2	crowd	crowd	NOUN
easat-1441	282	3	evacuation	evacuation	NOUN
easat-1441	282	4	scenarios	scenario	NOUN
easat-1441	282	5	,	,	PUNCT
easat-1441	282	6	the	the	DET
easat-1441	282	7	main	main	ADJ
easat-1441	282	8	goal	goal	NOUN
easat-1441	282	9	is	be	AUX
easat-1441	282	10	to	to	PART
easat-1441	282	11	reduce	reduce	VERB
easat-1441	282	12	the	the	DET
easat-1441	282	13	overall	overall	ADJ
easat-1441	282	14	evacuation	evacuation	NOUN
easat-1441	282	15	time	time	NOUN
easat-1441	282	16	while	while	SCONJ
easat-1441	282	17	guaranteeing	guarantee	VERB
easat-1441	282	18	that	that	SCONJ
easat-1441	282	19	individuals	individual	NOUN
easat-1441	282	20	are	be	AUX
easat-1441	282	21	moved	move	VERB
easat-1441	282	22	toward	toward	ADP
easat-1441	282	23	exits	exit	NOUN
easat-1441	282	24	in	in	ADP
easat-1441	282	25	a	a	DET
easat-1441	282	26	safe	safe	ADJ
easat-1441	282	27	and	and	CCONJ
easat-1441	282	28	effective	effective	ADJ
easat-1441	282	29	manner	manner	NOUN
easat-1441	282	30	.	.	PUNCT
easat-1441	283	1	traditional	traditional	ADJ
easat-1441	283	2	simulation	simulation	NOUN
easat-1441	283	3	models	model	NOUN
easat-1441	283	4	often	often	ADV
easat-1441	283	5	use	use	VERB
easat-1441	283	6	simplistic	simplistic	ADJ
easat-1441	283	7	rules	rule	NOUN
easat-1441	283	8	for	for	ADP
easat-1441	283	9	agent	agent	NOUN
easat-1441	283	10	movement	movement	NOUN
easat-1441	283	11	,	,	PUNCT
easat-1441	283	12	which	which	PRON
easat-1441	283	13	may	may	AUX
easat-1441	283	14	not	not	PART
easat-1441	283	15	reflect	reflect	VERB
easat-1441	283	16	the	the	DET
easat-1441	283	17	complex	complex	ADJ
easat-1441	283	18	interactions	interaction	NOUN
easat-1441	283	19	and	and	CCONJ
easat-1441	283	20	decision	decision	NOUN
easat-1441	283	21	-	-	PUNCT
easat-1441	283	22	making	make	VERB
easat-1441	283	23	processes	process	NOUN
easat-1441	283	24	in	in	ADP
easat-1441	283	25	real	real	ADJ
easat-1441	283	26	-	-	PUNCT
easat-1441	283	27	life	life	NOUN
easat-1441	283	28	evacuations	evacuation	NOUN
easat-1441	283	29	.	.	PUNCT
easat-1441	284	1	the	the	DET
easat-1441	284	2	woabcm	woabcm	NOUN
easat-1441	284	3	addresses	address	VERB
easat-1441	284	4	this	this	PRON
easat-1441	284	5	by	by	ADP
easat-1441	284	6	optimizing	optimize	VERB
easat-1441	284	7	agents	agent	NOUN
easat-1441	284	8	'	'	PART
easat-1441	284	9	paths	path	NOUN
easat-1441	284	10	and	and	CCONJ
easat-1441	284	11	speed	speed	NOUN
easat-1441	284	12	,	,	PUNCT
easat-1441	284	13	considering	consider	VERB
easat-1441	284	14	factors	factor	NOUN
easat-1441	284	15	such	such	ADJ
easat-1441	284	16	as	as	ADP
easat-1441	284	17	crowd	crowd	NOUN
easat-1441	284	18	density	density	NOUN
easat-1441	284	19	,	,	PUNCT
easat-1441	284	20	obstacle	obstacle	NOUN
easat-1441	284	21	avoidance	avoidance	NOUN
easat-1441	284	22	,	,	PUNCT
easat-1441	284	23	and	and	CCONJ
easat-1441	284	24	individual	individual	ADJ
easat-1441	284	25	behavioral	behavioral	ADJ
easat-1441	284	26	traits	trait	NOUN
easat-1441	284	27	.	.	PUNCT
easat-1441	285	1	applying	apply	VERB
easat-1441	285	2	woabcm	woabcm	NOUN
easat-1441	285	3	in	in	ADP
easat-1441	285	4	evacuation	evacuation	NOUN
easat-1441	285	5	simulations	simulation	NOUN
easat-1441	285	6	involves	involve	VERB
easat-1441	285	7	defining	define	VERB
easat-1441	285	8	an	an	DET
easat-1441	285	9	objective	objective	ADJ
easat-1441	285	10	function	function	NOUN
easat-1441	285	11	that	that	PRON
easat-1441	285	12	quantifies	quantify	VERB
easat-1441	285	13	evacuation	evacuation	NOUN
easat-1441	285	14	efficiency	efficiency	NOUN
easat-1441	285	15	,	,	PUNCT
easat-1441	285	16	typically	typically	ADV
easat-1441	285	17	the	the	DET
easat-1441	285	18	total	total	ADJ
easat-1441	285	19	time	time	NOUN
easat-1441	285	20	taken	take	VERB
easat-1441	285	21	for	for	ADP
easat-1441	285	22	all	all	DET
easat-1441	285	23	agents	agent	NOUN
easat-1441	285	24	to	to	ADP
easat-1441	285	25	exit	exit	VERB
easat-1441	285	26	.	.	PUNCT
easat-1441	286	1	the	the	DET
easat-1441	286	2	algorithm	algorithm	NOUN
easat-1441	286	3	iteratively	iteratively	ADV
easat-1441	286	4	adjusts	adjust	VERB
easat-1441	286	5	agents	agent	NOUN
easat-1441	286	6	'	'	PART
easat-1441	286	7	parameters	parameter	NOUN
easat-1441	286	8	(	(	PUNCT
easat-1441	286	9	like	like	ADP
easat-1441	286	10	speed	speed	NOUN
easat-1441	286	11	and	and	CCONJ
easat-1441	286	12	direction	direction	NOUN
easat-1441	286	13	)	)	PUNCT
easat-1441	286	14	to	to	PART
easat-1441	286	15	minimize	minimize	VERB
easat-1441	286	16	this	this	DET
easat-1441	286	17	function	function	NOUN
easat-1441	286	18	.	.	PUNCT
easat-1441	287	1	the	the	DET
easat-1441	287	2	woa	woa	PROPN
easat-1441	287	3	component	component	NOUN
easat-1441	287	4	of	of	ADP
easat-1441	287	5	woabcm	woabcm	NOUN
easat-1441	287	6	facilitates	facilitate	VERB
easat-1441	287	7	a	a	DET
easat-1441	287	8	global	global	ADJ
easat-1441	287	9	search	search	NOUN
easat-1441	287	10	for	for	ADP
easat-1441	287	11	feasible	feasible	ADJ
easat-1441	287	12	evacuation	evacuation	NOUN
easat-1441	287	13	paths	path	NOUN
easat-1441	287	14	,	,	PUNCT
easat-1441	287	15	while	while	SCONJ
easat-1441	287	16	the	the	DET
easat-1441	287	17	ba	ba	PROPN
easat-1441	287	18	aspect	aspect	VERB
easat-1441	287	19	fine	fine	ADJ
easat-1441	287	20	-	-	PUNCT
easat-1441	287	21	tunes	tune	NOUN
easat-1441	287	22	these	these	DET
easat-1441	287	23	paths	path	NOUN
easat-1441	287	24	,	,	PUNCT
easat-1441	287	25	ensuring	ensure	VERB
easat-1441	287	26	they	they	PRON
easat-1441	287	27	are	be	AUX
easat-1441	287	28	practical	practical	ADJ
easat-1441	287	29	and	and	CCONJ
easat-1441	287	30	efficient	efficient	ADJ
easat-1441	287	31	.	.	PUNCT
easat-1441	288	1	the	the	DET
easat-1441	288	2	chaotic	chaotic	ADJ
easat-1441	288	3	maps	map	NOUN
easat-1441	288	4	introduce	introduce	VERB
easat-1441	288	5	variability	variability	NOUN
easat-1441	288	6	in	in	ADP
easat-1441	288	7	search	search	NOUN
easat-1441	288	8	patterns	pattern	NOUN
easat-1441	288	9	,	,	PUNCT
easat-1441	288	10	preventing	prevent	VERB
easat-1441	288	11	stagnation	stagnation	NOUN
easat-1441	288	12	and	and	CCONJ
easat-1441	288	13	improving	improve	VERB
easat-1441	288	14	the	the	DET
easat-1441	288	15	algorithm	algorithm	NOUN
easat-1441	288	16	's	's	PART
easat-1441	288	17	robustness	robustness	NOUN
easat-1441	288	18	against	against	ADP
easat-1441	288	19	diverse	diverse	ADJ
easat-1441	288	20	and	and	CCONJ
easat-1441	288	21	dynamic	dynamic	ADJ
easat-1441	288	22	scenarios	scenario	NOUN
easat-1441	288	23	.	.	PUNCT
easat-1441	289	1	studies	study	NOUN
easat-1441	289	2	have	have	AUX
easat-1441	289	3	shown	show	VERB
easat-1441	289	4	that	that	SCONJ
easat-1441	289	5	optimization	optimization	NOUN
easat-1441	289	6	algorithms	algorithm	NOUN
easat-1441	289	7	can	can	AUX
easat-1441	289	8	significantly	significantly	ADV
easat-1441	289	9	impact	impact	VERB
easat-1441	289	10	evacuation	evacuation	NOUN
easat-1441	289	11	strategies	strategy	NOUN
easat-1441	289	12	.	.	PUNCT
easat-1441	290	1	for	for	ADP
easat-1441	290	2	instance	instance	NOUN
easat-1441	290	3	,	,	PUNCT
easat-1441	290	4	zhou	zhou	PROPN
easat-1441	290	5	et	et	PROPN
easat-1441	290	6	al	al	PROPN
easat-1441	290	7	.	.	PUNCT
easat-1441	291	1	[	[	X
easat-1441	291	2	17	17	NUM
easat-1441	291	3	]	]	PUNCT
easat-1441	291	4	demonstrated	demonstrate	VERB
easat-1441	291	5	that	that	SCONJ
easat-1441	291	6	bio	bio	NOUN
easat-1441	291	7	-	-	PUNCT
easat-1441	291	8	inspired	inspire	VERB
easat-1441	291	9	algorithms	algorithm	NOUN
easat-1441	291	10	could	could	AUX
easat-1441	291	11	effectively	effectively	ADV
easat-1441	291	12	reduce	reduce	VERB
easat-1441	291	13	evacuation	evacuation	NOUN
easat-1441	291	14	times	time	NOUN
easat-1441	291	15	in	in	ADP
easat-1441	291	16	complex	complex	ADJ
easat-1441	291	17	environments	environment	NOUN
easat-1441	291	18	.	.	PUNCT
easat-1441	292	1	another	another	DET
easat-1441	292	2	study	study	NOUN
easat-1441	292	3	by	by	ADP
easat-1441	292	4	guo	guo	PROPN
easat-1441	292	5	et	et	PROPN
easat-1441	292	6	al	al	PROPN
easat-1441	292	7	.	.	PUNCT
easat-1441	293	1	[	[	X
easat-1441	293	2	18	18	NUM
easat-1441	293	3	]	]	PUNCT
easat-1441	293	4	highlighted	highlight	VERB
easat-1441	293	5	the	the	DET
easat-1441	293	6	efficacy	efficacy	NOUN
easat-1441	293	7	of	of	ADP
easat-1441	293	8	hybrid	hybrid	ADJ
easat-1441	293	9	algorithms	algorithm	NOUN
easat-1441	293	10	in	in	ADP
easat-1441	293	11	optimizing	optimize	VERB
easat-1441	293	12	evacuation	evacuation	NOUN
easat-1441	293	13	routes	route	NOUN
easat-1441	293	14	in	in	ADP
easat-1441	293	15	subway	subway	NOUN
easat-1441	293	16	stations	station	NOUN
easat-1441	293	17	,	,	PUNCT
easat-1441	293	18	underscoring	underscore	VERB
easat-1441	293	19	the	the	DET
easat-1441	293	20	potential	potential	NOUN
easat-1441	293	21	of	of	ADP
easat-1441	293	22	such	such	ADJ
easat-1441	293	23	approaches	approach	NOUN
easat-1441	293	24	in	in	ADP
easat-1441	293	25	real	real	ADJ
easat-1441	293	26	-	-	PUNCT
easat-1441	293	27	world	world	NOUN
easat-1441	293	28	applications	application	NOUN
easat-1441	293	29	.	.	PUNCT
easat-1441	294	1	the	the	DET
easat-1441	294	2	incorporation	incorporation	NOUN
easat-1441	294	3	of	of	ADP
easat-1441	294	4	woabcm	woabcm	NOUN
easat-1441	294	5	in	in	ADP
easat-1441	294	6	crowd	crowd	NOUN
easat-1441	294	7	evacuation	evacuation	NOUN
easat-1441	294	8	models	model	NOUN
easat-1441	294	9	offers	offer	VERB
easat-1441	294	10	several	several	ADJ
easat-1441	294	11	advantages	advantage	NOUN
easat-1441	294	12	.	.	PUNCT
easat-1441	295	1	firstly	firstly	ADV
easat-1441	295	2	,	,	PUNCT
easat-1441	295	3	it	it	PRON
easat-1441	295	4	allows	allow	VERB
easat-1441	295	5	for	for	ADP
easat-1441	295	6	the	the	DET
easat-1441	295	7	simulation	simulation	NOUN
easat-1441	295	8	of	of	ADP
easat-1441	295	9	more	more	ADV
easat-1441	295	10	realistic	realistic	ADJ
easat-1441	295	11	human	human	ADJ
easat-1441	295	12	behavior	behavior	NOUN
easat-1441	295	13	under	under	ADP
easat-1441	295	14	stress	stress	NOUN
easat-1441	295	15	,	,	PUNCT
easat-1441	295	16	accounting	account	VERB
easat-1441	295	17	for	for	ADP
easat-1441	295	18	panic	panic	NOUN
easat-1441	295	19	movements	movement	NOUN
easat-1441	295	20	and	and	CCONJ
easat-1441	295	21	irrational	irrational	ADJ
easat-1441	295	22	decisions	decision	NOUN
easat-1441	295	23	.	.	PUNCT
easat-1441	296	1	secondly	secondly	ADV
easat-1441	296	2	,	,	PUNCT
easat-1441	296	3	it	it	PRON
easat-1441	296	4	enhances	enhance	VERB
easat-1441	296	5	the	the	DET
easat-1441	296	6	capacity	capacity	NOUN
easat-1441	296	7	to	to	PART
easat-1441	296	8	handle	handle	VERB
easat-1441	296	9	dynamic	dynamic	ADJ
easat-1441	296	10	environments	environment	NOUN
easat-1441	296	11	,	,	PUNCT
easat-1441	296	12	like	like	ADP
easat-1441	296	13	changing	change	VERB
easat-1441	296	14	exit	exit	NOUN
easat-1441	296	15	routes	route	NOUN
easat-1441	296	16	or	or	CCONJ
easat-1441	296	17	obstacles	obstacle	NOUN
easat-1441	296	18	,	,	PUNCT
easat-1441	296	19	which	which	PRON
easat-1441	296	20	are	be	AUX
easat-1441	296	21	crucial	crucial	ADJ
easat-1441	296	22	in	in	ADP
easat-1441	296	23	emergencies	emergency	NOUN
easat-1441	296	24	.	.	PUNCT
easat-1441	297	1	thirdly	thirdly	ADV
easat-1441	297	2	,	,	PUNCT
easat-1441	297	3	it	it	PRON
easat-1441	297	4	provides	provide	VERB
easat-1441	297	5	a	a	DET
easat-1441	297	6	versatile	versatile	ADJ
easat-1441	297	7	tool	tool	NOUN
easat-1441	297	8	for	for	SCONJ
easat-1441	297	9	emergency	emergency	NOUN
easat-1441	297	10	planners	planner	NOUN
easat-1441	297	11	to	to	PART
easat-1441	297	12	test	test	VERB
easat-1441	297	13	various	various	ADJ
easat-1441	297	14	scenarios	scenario	NOUN
easat-1441	297	15	,	,	PUNCT
easat-1441	297	16	contributing	contribute	VERB
easat-1441	297	17	to	to	ADP
easat-1441	297	18	the	the	DET
easat-1441	297	19	creation	creation	NOUN
easat-1441	297	20	of	of	ADP
easat-1441	297	21	infrastructure	infrastructure	NOUN
easat-1441	297	22	and	and	CCONJ
easat-1441	297	23	evacuation	evacuation	NOUN
easat-1441	297	24	procedures	procedure	NOUN
easat-1441	297	25	that	that	PRON
easat-1441	297	26	are	be	AUX
easat-1441	297	27	more	more	ADV
easat-1441	297	28	effective	effective	ADJ
easat-1441	297	29	.	.	PUNCT
easat-1441	298	1	669	669	NUM
easat-1441	298	2	edelweiss	edelweiss	PROPN
easat-1441	298	3	applied	apply	VERB
easat-1441	298	4	science	science	NOUN
easat-1441	298	5	and	and	CCONJ
easat-1441	298	6	technology	technology	NOUN
easat-1441	298	7	issn	issn	PROPN
easat-1441	298	8	:	:	PUNCT
easat-1441	298	9	2576	2576	NUM
easat-1441	298	10	-	-	SYM
easat-1441	298	11	8484	8484	NUM
easat-1441	298	12	vol	vol	NOUN
easat-1441	298	13	.	.	PROPN
easat-1441	299	1	8	8	NUM
easat-1441	299	2	,	,	PUNCT
easat-1441	299	3	no	no	INTJ
easat-1441	299	4	.	.	NOUN
easat-1441	300	1	4	4	NUM
easat-1441	300	2	:	:	PUNCT
easat-1441	300	3	656	656	NUM
easat-1441	300	4	-	-	SYM
easat-1441	300	5	672	672	NUM
easat-1441	300	6	,	,	PUNCT
easat-1441	300	7	2024	2024	NUM
easat-1441	300	8	doi	doi	NOUN
easat-1441	300	9	:	:	PUNCT
easat-1441	300	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	300	11	©	©	NOUN
easat-1441	300	12	2024	2024	NUM
easat-1441	300	13	by	by	ADP
easat-1441	300	14	the	the	DET
easat-1441	300	15	authors	author	NOUN
easat-1441	300	16	;	;	PUNCT
easat-1441	300	17	licensee	licensee	PROPN
easat-1441	300	18	learning	learning	NOUN
easat-1441	300	19	gate	gate	NOUN
easat-1441	300	20	4.1	4.1	NUM
easat-1441	300	21	.	.	PUNCT
easat-1441	301	1	evacuation	evacuation	NOUN
easat-1441	301	2	with	with	ADP
easat-1441	301	3	one	one	NUM
easat-1441	301	4	exit	exit	NOUN
easat-1441	301	5	contrastingly	contrastingly	ADV
easat-1441	301	6	,	,	PUNCT
easat-1441	301	7	a	a	DET
easat-1441	301	8	scenario	scenario	NOUN
easat-1441	301	9	with	with	ADP
easat-1441	301	10	a	a	DET
easat-1441	301	11	single	single	ADJ
easat-1441	301	12	exit	exit	NOUN
easat-1441	301	13	and	and	CCONJ
easat-1441	301	14	without	without	ADP
easat-1441	301	15	the	the	DET
easat-1441	301	16	application	application	NOUN
easat-1441	301	17	of	of	ADP
easat-1441	301	18	optimization	optimization	NOUN
easat-1441	301	19	algorithms	algorithm	NOUN
easat-1441	301	20	presents	present	VERB
easat-1441	301	21	a	a	DET
easat-1441	301	22	different	different	ADJ
easat-1441	301	23	set	set	NOUN
easat-1441	301	24	of	of	ADP
easat-1441	301	25	challenges	challenge	NOUN
easat-1441	301	26	.	.	PUNCT
easat-1441	302	1	in	in	ADP
easat-1441	302	2	such	such	ADJ
easat-1441	302	3	setups	setup	NOUN
easat-1441	302	4	,	,	PUNCT
easat-1441	302	5	evacuation	evacuation	NOUN
easat-1441	302	6	efficiency	efficiency	NOUN
easat-1441	302	7	is	be	AUX
easat-1441	302	8	inherently	inherently	ADV
easat-1441	302	9	limited	limit	VERB
easat-1441	302	10	by	by	ADP
easat-1441	302	11	the	the	DET
easat-1441	302	12	capacity	capacity	NOUN
easat-1441	302	13	of	of	ADP
easat-1441	302	14	the	the	DET
easat-1441	302	15	sole	sole	ADJ
easat-1441	302	16	exit	exit	NOUN
easat-1441	302	17	point	point	NOUN
easat-1441	302	18	.	.	PUNCT
easat-1441	303	1	the	the	DET
easat-1441	303	2	length	length	NOUN
easat-1441	303	3	of	of	ADP
easat-1441	303	4	time	time	NOUN
easat-1441	303	5	needed	need	VERB
easat-1441	303	6	for	for	ADP
easat-1441	303	7	a	a	DET
easat-1441	303	8	full	full	ADJ
easat-1441	303	9	evacuation	evacuation	NOUN
easat-1441	303	10	rises	rise	VERB
easat-1441	303	11	with	with	ADP
easat-1441	303	12	the	the	DET
easat-1441	303	13	number	number	NOUN
easat-1441	303	14	of	of	ADP
easat-1441	303	15	agents	agent	NOUN
easat-1441	303	16	because	because	SCONJ
easat-1441	303	17	there	there	PRON
easat-1441	303	18	is	be	VERB
easat-1441	303	19	a	a	DET
easat-1441	303	20	greater	great	ADJ
easat-1441	303	21	chance	chance	NOUN
easat-1441	303	22	of	of	ADP
easat-1441	303	23	congestion	congestion	NOUN
easat-1441	303	24	and	and	CCONJ
easat-1441	303	25	slower	slow	ADJ
easat-1441	303	26	movement	movement	NOUN
easat-1441	303	27	through	through	ADP
easat-1441	303	28	the	the	DET
easat-1441	303	29	exit	exit	NOUN
easat-1441	303	30	.	.	PUNCT
easat-1441	304	1	without	without	ADP
easat-1441	304	2	optimization	optimization	NOUN
easat-1441	304	3	,	,	PUNCT
easat-1441	304	4	the	the	DET
easat-1441	304	5	movement	movement	NOUN
easat-1441	304	6	of	of	ADP
easat-1441	304	7	agents	agent	NOUN
easat-1441	304	8	is	be	AUX
easat-1441	304	9	typically	typically	ADV
easat-1441	304	10	governed	govern	VERB
easat-1441	304	11	by	by	ADP
easat-1441	304	12	simpler	simple	ADJ
easat-1441	304	13	rules	rule	NOUN
easat-1441	304	14	,	,	PUNCT
easat-1441	304	15	such	such	ADJ
easat-1441	304	16	as	as	ADP
easat-1441	304	17	moving	move	VERB
easat-1441	304	18	directly	directly	ADV
easat-1441	304	19	towards	towards	ADP
easat-1441	304	20	the	the	DET
easat-1441	304	21	exit	exit	NOUN
easat-1441	304	22	or	or	CCONJ
easat-1441	304	23	following	follow	VERB
easat-1441	304	24	basic	basic	ADJ
easat-1441	304	25	avoidance	avoidance	NOUN
easat-1441	304	26	protocols	protocol	NOUN
easat-1441	304	27	.	.	PUNCT
easat-1441	305	1	these	these	DET
easat-1441	305	2	strategies	strategy	NOUN
easat-1441	305	3	,	,	PUNCT
easat-1441	305	4	while	while	SCONJ
easat-1441	305	5	straightforward	straightforward	ADJ
easat-1441	305	6	,	,	PUNCT
easat-1441	305	7	do	do	AUX
easat-1441	305	8	not	not	PART
easat-1441	305	9	account	account	VERB
easat-1441	305	10	for	for	ADP
easat-1441	305	11	the	the	DET
easat-1441	305	12	complexities	complexity	NOUN
easat-1441	305	13	of	of	ADP
easat-1441	305	14	crowd	crowd	NOUN
easat-1441	305	15	dynamics	dynamic	NOUN
easat-1441	305	16	or	or	CCONJ
easat-1441	305	17	the	the	DET
easat-1441	305	18	potential	potential	NOUN
easat-1441	305	19	for	for	ADP
easat-1441	305	20	adaptive	adaptive	ADJ
easat-1441	305	21	pathfinding	pathfinding	NOUN
easat-1441	305	22	in	in	ADP
easat-1441	305	23	response	response	NOUN
easat-1441	305	24	to	to	ADP
easat-1441	305	25	changing	change	VERB
easat-1441	305	26	conditions	condition	NOUN
easat-1441	305	27	.	.	PUNCT
easat-1441	306	1	hence	hence	ADV
easat-1441	306	2	,	,	PUNCT
easat-1441	306	3	in	in	ADP
easat-1441	306	4	scenarios	scenario	NOUN
easat-1441	306	5	with	with	ADP
easat-1441	306	6	higher	high	ADJ
easat-1441	306	7	agent	agent	NOUN
easat-1441	306	8	density	density	NOUN
easat-1441	306	9	,	,	PUNCT
easat-1441	306	10	evacuation	evacuation	NOUN
easat-1441	306	11	times	time	NOUN
easat-1441	306	12	tend	tend	VERB
easat-1441	306	13	to	to	PART
easat-1441	306	14	be	be	AUX
easat-1441	306	15	significantly	significantly	ADV
easat-1441	306	16	longer	long	ADJ
easat-1441	306	17	due	due	ADP
easat-1441	306	18	to	to	ADP
easat-1441	306	19	these	these	DET
easat-1441	306	20	limitations	limitation	NOUN
easat-1441	306	21	.	.	PUNCT
easat-1441	307	1	4.2	4.2	NUM
easat-1441	307	2	.	.	PUNCT
easat-1441	307	3	evacuation	evacuation	NOUN
easat-1441	307	4	with	with	ADP
easat-1441	307	5	two	two	NUM
easat-1441	307	6	exits	exit	VERB
easat-1441	307	7	the	the	DET
easat-1441	307	8	introduction	introduction	NOUN
easat-1441	307	9	of	of	ADP
easat-1441	307	10	a	a	DET
easat-1441	307	11	second	second	ADJ
easat-1441	307	12	exit	exit	NOUN
easat-1441	307	13	in	in	ADP
easat-1441	307	14	the	the	DET
easat-1441	307	15	simulation	simulation	NOUN
easat-1441	307	16	fundamentally	fundamentally	ADV
easat-1441	307	17	alters	alter	VERB
easat-1441	307	18	the	the	DET
easat-1441	307	19	evacuation	evacuation	NOUN
easat-1441	307	20	landscape	landscape	NOUN
easat-1441	307	21	.	.	PUNCT
easat-1441	308	1	theoretically	theoretically	ADV
easat-1441	308	2	,	,	PUNCT
easat-1441	308	3	and	and	CCONJ
easat-1441	308	4	as	as	SCONJ
easat-1441	308	5	supported	support	VERB
easat-1441	308	6	by	by	ADP
easat-1441	308	7	the	the	DET
easat-1441	308	8	simulation	simulation	NOUN
easat-1441	308	9	data	data	PROPN
easat-1441	308	10	,	,	PUNCT
easat-1441	308	11	the	the	DET
easat-1441	308	12	presence	presence	NOUN
easat-1441	308	13	of	of	ADP
easat-1441	308	14	an	an	DET
easat-1441	308	15	additional	additional	ADJ
easat-1441	308	16	exit	exit	NOUN
easat-1441	308	17	should	should	AUX
easat-1441	308	18	expediently	expediently	ADV
easat-1441	308	19	facilitate	facilitate	VERB
easat-1441	308	20	the	the	DET
easat-1441	308	21	dispersal	dispersal	NOUN
easat-1441	308	22	of	of	ADP
easat-1441	308	23	agents	agent	NOUN
easat-1441	308	24	,	,	PUNCT
easat-1441	308	25	thereby	thereby	ADV
easat-1441	308	26	reducing	reduce	VERB
easat-1441	308	27	overall	overall	ADJ
easat-1441	308	28	evacuation	evacuation	NOUN
easat-1441	308	29	times	time	NOUN
easat-1441	308	30	.	.	PUNCT
easat-1441	309	1	this	this	DET
easat-1441	309	2	effect	effect	NOUN
easat-1441	309	3	is	be	AUX
easat-1441	309	4	particularly	particularly	ADV
easat-1441	309	5	pronounced	pronounce	VERB
easat-1441	309	6	in	in	ADP
easat-1441	309	7	high	high	ADJ
easat-1441	309	8	-	-	PUNCT
easat-1441	309	9	density	density	NOUN
easat-1441	309	10	situations	situation	NOUN
easat-1441	309	11	where	where	SCONJ
easat-1441	309	12	the	the	DET
easat-1441	309	13	likelihood	likelihood	NOUN
easat-1441	309	14	of	of	ADP
easat-1441	309	15	bottlenecks	bottleneck	NOUN
easat-1441	309	16	and	and	CCONJ
easat-1441	309	17	congestion	congestion	NOUN
easat-1441	309	18	at	at	ADP
easat-1441	309	19	a	a	DET
easat-1441	309	20	single	single	ADJ
easat-1441	309	21	exit	exit	NOUN
easat-1441	309	22	point	point	NOUN
easat-1441	309	23	is	be	AUX
easat-1441	309	24	high	high	ADJ
easat-1441	309	25	.	.	PUNCT
easat-1441	310	1	with	with	ADP
easat-1441	310	2	two	two	NUM
easat-1441	310	3	exits	exit	NOUN
easat-1441	310	4	,	,	PUNCT
easat-1441	310	5	the	the	DET
easat-1441	310	6	crowd	crowd	NOUN
easat-1441	310	7	is	be	AUX
easat-1441	310	8	divided	divide	VERB
easat-1441	310	9	,	,	PUNCT
easat-1441	310	10	reducing	reduce	VERB
easat-1441	310	11	pressure	pressure	NOUN
easat-1441	310	12	on	on	ADP
easat-1441	310	13	individual	individual	ADJ
easat-1441	310	14	exit	exit	NOUN
easat-1441	310	15	points	point	NOUN
easat-1441	310	16	,	,	PUNCT
easat-1441	310	17	and	and	CCONJ
easat-1441	310	18	allowing	allow	VERB
easat-1441	310	19	for	for	ADP
easat-1441	310	20	a	a	DET
easat-1441	310	21	smoother	smooth	ADJ
easat-1441	310	22	flow	flow	NOUN
easat-1441	310	23	of	of	ADP
easat-1441	310	24	evacuees	evacuee	NOUN
easat-1441	310	25	.	.	PUNCT
easat-1441	311	1	when	when	SCONJ
easat-1441	311	2	combined	combine	VERB
easat-1441	311	3	with	with	ADP
easat-1441	311	4	an	an	DET
easat-1441	311	5	optimization	optimization	NOUN
easat-1441	311	6	algorithm	algorithm	NOUN
easat-1441	311	7	like	like	ADP
easat-1441	311	8	the	the	DET
easat-1441	311	9	woabcm	woabcm	NOUN
easat-1441	311	10	,	,	PUNCT
easat-1441	311	11	the	the	DET
easat-1441	311	12	effectiveness	effectiveness	NOUN
easat-1441	311	13	of	of	ADP
easat-1441	311	14	dual	dual	ADJ
easat-1441	311	15	exits	exit	NOUN
easat-1441	311	16	is	be	AUX
easat-1441	311	17	further	far	ADV
easat-1441	311	18	enhanced	enhance	VERB
easat-1441	311	19	.	.	PUNCT
easat-1441	312	1	the	the	DET
easat-1441	312	2	woabcm	woabcm	NOUN
easat-1441	312	3	,	,	PUNCT
easat-1441	312	4	leveraging	leverage	VERB
easat-1441	312	5	its	its	PRON
easat-1441	312	6	hybrid	hybrid	ADJ
easat-1441	312	7	approach	approach	NOUN
easat-1441	312	8	,	,	PUNCT
easat-1441	312	9	can	can	AUX
easat-1441	312	10	dynamically	dynamically	VERB
easat-1441	312	11	direct	direct	VERB
easat-1441	312	12	agents	agent	NOUN
easat-1441	312	13	to	to	ADP
easat-1441	312	14	the	the	DET
easat-1441	312	15	less	less	ADV
easat-1441	312	16	congested	congested	ADJ
easat-1441	312	17	exit	exit	NOUN
easat-1441	312	18	,	,	PUNCT
easat-1441	312	19	or	or	CCONJ
easat-1441	312	20	alternate	alternate	ADJ
easat-1441	312	21	paths	path	NOUN
easat-1441	312	22	based	base	VERB
easat-1441	312	23	on	on	ADP
easat-1441	312	24	real	real	ADJ
easat-1441	312	25	-	-	PUNCT
easat-1441	312	26	time	time	NOUN
easat-1441	312	27	conditions	condition	NOUN
easat-1441	312	28	,	,	PUNCT
easat-1441	312	29	thereby	thereby	ADV
easat-1441	312	30	mitigating	mitigate	VERB
easat-1441	312	31	potential	potential	ADJ
easat-1441	312	32	congestion	congestion	NOUN
easat-1441	312	33	.	.	PUNCT
easat-1441	313	1	the	the	DET
easat-1441	313	2	optimization	optimization	NOUN
easat-1441	313	3	is	be	AUX
easat-1441	313	4	not	not	PART
easat-1441	313	5	just	just	ADV
easat-1441	313	6	in	in	ADP
easat-1441	313	7	pathfinding	pathfinding	NOUN
easat-1441	313	8	but	but	CCONJ
easat-1441	313	9	also	also	ADV
easat-1441	313	10	in	in	ADP
easat-1441	313	11	managing	manage	VERB
easat-1441	313	12	the	the	DET
easat-1441	313	13	distribution	distribution	NOUN
easat-1441	313	14	of	of	ADP
easat-1441	313	15	agents	agent	NOUN
easat-1441	313	16	between	between	ADP
easat-1441	313	17	exits	exit	NOUN
easat-1441	313	18	,	,	PUNCT
easat-1441	313	19	ensuring	ensure	VERB
easat-1441	313	20	that	that	SCONJ
easat-1441	313	21	neither	neither	CCONJ
easat-1441	313	22	becomes	become	VERB
easat-1441	313	23	overburdened	overburden	VERB
easat-1441	313	24	.	.	PUNCT
easat-1441	314	1	the	the	DET
easat-1441	314	2	evacuation	evacuation	NOUN
easat-1441	314	3	time	time	NOUN
easat-1441	314	4	with	with	ADP
easat-1441	314	5	one	one	NUM
easat-1441	314	6	exit	exit	NOUN
easat-1441	314	7	in	in	ADP
easat-1441	314	8	this	this	DET
easat-1441	314	9	work	work	NOUN
easat-1441	314	10	portrays	portray	VERB
easat-1441	314	11	faster	fast	ADV
easat-1441	314	12	compared	compare	VERB
easat-1441	314	13	to	to	ADP
easat-1441	314	14	two	two	NUM
easat-1441	314	15	exits	exit	NOUN
easat-1441	314	16	.	.	PUNCT
easat-1441	315	1	this	this	PRON
easat-1441	315	2	is	be	AUX
easat-1441	315	3	probably	probably	ADV
easat-1441	315	4	because	because	SCONJ
easat-1441	315	5	of	of	ADP
easat-1441	315	6	multiple	multiple	ADJ
easat-1441	315	7	exits	exit	NOUN
easat-1441	315	8	.	.	PUNCT
easat-1441	316	1	when	when	SCONJ
easat-1441	316	2	there	there	PRON
easat-1441	316	3	are	be	VERB
easat-1441	316	4	two	two	NUM
easat-1441	316	5	exits	exit	NOUN
easat-1441	316	6	available	available	ADJ
easat-1441	316	7	,	,	PUNCT
easat-1441	316	8	agents	agent	NOUN
easat-1441	316	9	have	have	VERB
easat-1441	316	10	the	the	DET
easat-1441	316	11	option	option	NOUN
easat-1441	316	12	to	to	PART
easat-1441	316	13	choose	choose	VERB
easat-1441	316	14	between	between	ADP
easat-1441	316	15	them	they	PRON
easat-1441	316	16	.	.	PUNCT
easat-1441	317	1	in	in	ADP
easat-1441	317	2	an	an	DET
easat-1441	317	3	ideal	ideal	ADJ
easat-1441	317	4	scenario	scenario	NOUN
easat-1441	317	5	,	,	PUNCT
easat-1441	317	6	having	have	VERB
easat-1441	317	7	multiple	multiple	ADJ
easat-1441	317	8	exits	exit	NOUN
easat-1441	317	9	should	should	AUX
easat-1441	317	10	improve	improve	VERB
easat-1441	317	11	evacuation	evacuation	NOUN
easat-1441	317	12	efficiency	efficiency	NOUN
easat-1441	317	13	by	by	ADP
easat-1441	317	14	reducing	reduce	VERB
easat-1441	317	15	congestion	congestion	NOUN
easat-1441	317	16	and	and	CCONJ
easat-1441	317	17	allowing	allow	VERB
easat-1441	317	18	agents	agent	NOUN
easat-1441	317	19	to	to	PART
easat-1441	317	20	choose	choose	VERB
easat-1441	317	21	the	the	DET
easat-1441	317	22	shortest	short	ADJ
easat-1441	317	23	path	path	NOUN
easat-1441	317	24	to	to	ADP
easat-1441	317	25	safety	safety	NOUN
easat-1441	317	26	.	.	PUNCT
easat-1441	318	1	while	while	SCONJ
easat-1441	318	2	the	the	DET
easat-1441	318	3	optimization	optimization	NOUN
easat-1441	318	4	algorithm	algorithm	NOUN
easat-1441	318	5	is	be	AUX
easat-1441	318	6	designed	design	VERB
easat-1441	318	7	to	to	PART
easat-1441	318	8	improve	improve	VERB
easat-1441	318	9	decision	decision	NOUN
easat-1441	318	10	-	-	PUNCT
easat-1441	318	11	making	making	NOUN
easat-1441	318	12	,	,	PUNCT
easat-1441	318	13	it	it	PRON
easat-1441	318	14	also	also	ADV
easat-1441	318	15	introduces	introduce	VERB
easat-1441	318	16	complexity	complexity	NOUN
easat-1441	318	17	into	into	ADP
easat-1441	318	18	the	the	DET
easat-1441	318	19	agents	agent	NOUN
easat-1441	318	20	'	'	PART
easat-1441	318	21	behavior	behavior	NOUN
easat-1441	318	22	.	.	PUNCT
easat-1441	319	1	in	in	ADP
easat-1441	319	2	this	this	DET
easat-1441	319	3	case	case	NOUN
easat-1441	319	4	,	,	PUNCT
easat-1441	319	5	with	with	ADP
easat-1441	319	6	two	two	NUM
easat-1441	319	7	exits	exit	NOUN
easat-1441	319	8	,	,	PUNCT
easat-1441	319	9	agents	agent	NOUN
easat-1441	319	10	may	may	AUX
easat-1441	319	11	spend	spend	VERB
easat-1441	319	12	more	more	ADJ
easat-1441	319	13	time	time	NOUN
easat-1441	319	14	evaluating	evaluate	VERB
easat-1441	319	15	their	their	PRON
easat-1441	319	16	options	option	NOUN
easat-1441	319	17	,	,	PUNCT
easat-1441	319	18	considering	consider	VERB
easat-1441	319	19	factors	factor	NOUN
easat-1441	319	20	,	,	PUNCT
easat-1441	319	21	and	and	CCONJ
easat-1441	319	22	choosing	choose	VERB
easat-1441	319	23	the	the	DET
easat-1441	319	24	optimal	optimal	ADJ
easat-1441	319	25	exit	exit	NOUN
easat-1441	319	26	.	.	PUNCT
easat-1441	320	1	the	the	DET
easat-1441	320	2	process	process	NOUN
easat-1441	320	3	of	of	ADP
easat-1441	320	4	added	add	VERB
easat-1441	320	5	decision	decision	NOUN
easat-1441	320	6	-	-	PUNCT
easat-1441	320	7	making	make	VERB
easat-1441	320	8	complexity	complexity	NOUN
easat-1441	320	9	can	can	AUX
easat-1441	320	10	result	result	VERB
easat-1441	320	11	in	in	ADP
easat-1441	320	12	longer	long	ADJ
easat-1441	320	13	evacuation	evacuation	PROPN
easat-1441	320	14	times	time	NOUN
easat-1441	320	15	,	,	PUNCT
easat-1441	320	16	especially	especially	ADV
easat-1441	320	17	when	when	SCONJ
easat-1441	320	18	the	the	DET
easat-1441	320	19	simulation	simulation	NOUN
easat-1441	320	20	is	be	AUX
easat-1441	320	21	conducted	conduct	VERB
easat-1441	320	22	with	with	ADP
easat-1441	320	23	many	many	ADJ
easat-1441	320	24	agents	agent	NOUN
easat-1441	320	25	.	.	PUNCT
easat-1441	321	1	4.3	4.3	NUM
easat-1441	321	2	.	.	PUNCT
easat-1441	321	3	comparative	comparative	ADJ
easat-1441	321	4	analysis	analysis	NOUN
easat-1441	321	5	with	with	ADP
easat-1441	321	6	two	two	NUM
easat-1441	321	7	exits	exit	NOUN
easat-1441	321	8	and	and	CCONJ
easat-1441	321	9	the	the	DET
easat-1441	321	10	application	application	NOUN
easat-1441	321	11	of	of	ADP
easat-1441	321	12	woabcm	woabcm	NOUN
easat-1441	321	13	,	,	PUNCT
easat-1441	321	14	evacuation	evacuation	NOUN
easat-1441	321	15	times	time	NOUN
easat-1441	321	16	are	be	AUX
easat-1441	321	17	markedly	markedly	ADV
easat-1441	321	18	reduced	reduce	VERB
easat-1441	321	19	across	across	ADP
easat-1441	321	20	various	various	ADJ
easat-1441	321	21	agent	agent	NOUN
easat-1441	321	22	densities	density	NOUN
easat-1441	321	23	.	.	PUNCT
easat-1441	322	1	this	this	DET
easat-1441	322	2	improvement	improvement	NOUN
easat-1441	322	3	underscores	underscore	VERB
easat-1441	322	4	the	the	DET
easat-1441	322	5	combined	combine	VERB
easat-1441	322	6	benefits	benefit	NOUN
easat-1441	322	7	of	of	ADP
easat-1441	322	8	infrastructure	infrastructure	NOUN
easat-1441	322	9	augmentation	augmentation	NOUN
easat-1441	322	10	(	(	PUNCT
easat-1441	322	11	additional	additional	ADJ
easat-1441	322	12	exit	exit	NOUN
easat-1441	322	13	)	)	PUNCT
easat-1441	322	14	and	and	CCONJ
easat-1441	322	15	advanced	advanced	ADJ
easat-1441	322	16	computational	computational	ADJ
easat-1441	322	17	optimization	optimization	NOUN
easat-1441	322	18	(	(	PUNCT
easat-1441	322	19	woabcm	woabcm	NOUN
easat-1441	322	20	)	)	PUNCT
easat-1441	322	21	.	.	PUNCT
easat-1441	323	1	in	in	ADP
easat-1441	323	2	contrast	contrast	NOUN
easat-1441	323	3	,	,	PUNCT
easat-1441	323	4	scenarios	scenario	NOUN
easat-1441	323	5	with	with	ADP
easat-1441	323	6	a	a	DET
easat-1441	323	7	single	single	ADJ
easat-1441	323	8	exit	exit	NOUN
easat-1441	323	9	and	and	CCONJ
easat-1441	323	10	no	no	DET
easat-1441	323	11	optimization	optimization	NOUN
easat-1441	323	12	result	result	NOUN
easat-1441	323	13	in	in	ADP
easat-1441	323	14	longer	long	ADJ
easat-1441	323	15	evacuation	evacuation	PROPN
easat-1441	323	16	times	time	NOUN
easat-1441	323	17	,	,	PUNCT
easat-1441	323	18	especially	especially	ADV
easat-1441	323	19	with	with	ADP
easat-1441	323	20	a	a	DET
easat-1441	323	21	growth	growth	NOUN
easat-1441	323	22	in	in	ADP
easat-1441	323	23	the	the	DET
easat-1441	323	24	number	number	NOUN
easat-1441	323	25	of	of	ADP
easat-1441	323	26	agents	agent	NOUN
easat-1441	323	27	.	.	PUNCT
easat-1441	324	1	these	these	DET
easat-1441	324	2	findings	finding	NOUN
easat-1441	324	3	have	have	VERB
easat-1441	324	4	practical	practical	ADJ
easat-1441	324	5	implications	implication	NOUN
easat-1441	324	6	in	in	ADP
easat-1441	324	7	the	the	DET
easat-1441	324	8	realms	realm	NOUN
easat-1441	324	9	of	of	ADP
easat-1441	324	10	emergency	emergency	NOUN
easat-1441	324	11	planning	planning	NOUN
easat-1441	324	12	,	,	PUNCT
easat-1441	324	13	public	public	ADJ
easat-1441	324	14	safety	safety	NOUN
easat-1441	324	15	,	,	PUNCT
easat-1441	324	16	and	and	CCONJ
easat-1441	324	17	architectural	architectural	ADJ
easat-1441	324	18	design	design	NOUN
easat-1441	324	19	.	.	PUNCT
easat-1441	325	1	they	they	PRON
easat-1441	325	2	highlight	highlight	VERB
easat-1441	325	3	the	the	DET
easat-1441	325	4	importance	importance	NOUN
easat-1441	325	5	of	of	ADP
easat-1441	325	6	considering	consider	VERB
easat-1441	325	7	both	both	CCONJ
easat-1441	325	8	physical	physical	ADJ
easat-1441	325	9	infrastructure	infrastructure	NOUN
easat-1441	325	10	and	and	CCONJ
easat-1441	325	11	intelligent	intelligent	ADJ
easat-1441	325	12	management	management	NOUN
easat-1441	325	13	systems	system	NOUN
easat-1441	325	14	in	in	ADP
easat-1441	325	15	developing	develop	VERB
easat-1441	325	16	effective	effective	ADJ
easat-1441	325	17	evacuation	evacuation	NOUN
easat-1441	325	18	strategies	strategy	NOUN
easat-1441	325	19	.	.	PUNCT
easat-1441	326	1	in	in	ADP
easat-1441	326	2	real	real	ADJ
easat-1441	326	3	-	-	PUNCT
easat-1441	326	4	world	world	NOUN
easat-1441	326	5	applications	application	NOUN
easat-1441	326	6	,	,	PUNCT
easat-1441	326	7	this	this	PRON
easat-1441	326	8	could	could	AUX
easat-1441	326	9	translate	translate	VERB
easat-1441	326	10	to	to	ADP
easat-1441	326	11	the	the	DET
easat-1441	326	12	design	design	NOUN
easat-1441	326	13	of	of	ADP
easat-1441	326	14	buildings	building	NOUN
easat-1441	326	15	with	with	ADP
easat-1441	326	16	multiple	multiple	ADJ
easat-1441	326	17	exits	exit	NOUN
easat-1441	326	18	and	and	CCONJ
easat-1441	326	19	the	the	DET
easat-1441	326	20	integration	integration	NOUN
easat-1441	326	21	of	of	ADP
easat-1441	326	22	smart	smart	ADJ
easat-1441	326	23	evacuation	evacuation	NOUN
easat-1441	326	24	systems	system	NOUN
easat-1441	326	25	that	that	PRON
easat-1441	326	26	can	can	AUX
easat-1441	326	27	adaptively	adaptively	ADV
easat-1441	326	28	manage	manage	VERB
easat-1441	326	29	crowd	crowd	NOUN
easat-1441	326	30	movement	movement	NOUN
easat-1441	326	31	in	in	ADP
easat-1441	326	32	emergencies	emergency	NOUN
easat-1441	326	33	.	.	PUNCT
easat-1441	327	1	the	the	DET
easat-1441	327	2	application	application	NOUN
easat-1441	327	3	of	of	ADP
easat-1441	327	4	the	the	DET
easat-1441	327	5	t	t	NOUN
easat-1441	327	6	-	-	PUNCT
easat-1441	327	7	test	test	NOUN
easat-1441	327	8	in	in	ADP
easat-1441	327	9	comparing	compare	VERB
easat-1441	327	10	evacuation	evacuation	NOUN
easat-1441	327	11	times	time	NOUN
easat-1441	327	12	from	from	ADP
easat-1441	327	13	crowd	crowd	NOUN
easat-1441	327	14	simulations	simulation	NOUN
easat-1441	327	15	with	with	ADP
easat-1441	327	16	and	and	CCONJ
easat-1441	327	17	without	without	ADP
easat-1441	327	18	the	the	DET
easat-1441	327	19	whale	whale	NOUN
easat-1441	327	20	-	-	PUNCT
easat-1441	327	21	bat	bat	NOUN
easat-1441	327	22	chaotic	chaotic	ADJ
easat-1441	327	23	algorithm	algorithm	NOUN
easat-1441	327	24	(	(	PUNCT
easat-1441	327	25	woabcm	woabcm	NOUN
easat-1441	327	26	)	)	PUNCT
easat-1441	327	27	optimization	optimization	NOUN
easat-1441	327	28	provides	provide	VERB
easat-1441	327	29	a	a	DET
easat-1441	327	30	statistical	statistical	ADJ
easat-1441	327	31	basis	basis	NOUN
easat-1441	327	32	to	to	PART
easat-1441	327	33	assess	assess	VERB
easat-1441	327	34	the	the	DET
easat-1441	327	35	effectiveness	effectiveness	NOUN
easat-1441	327	36	of	of	ADP
easat-1441	327	37	the	the	DET
easat-1441	327	38	optimization	optimization	NOUN
easat-1441	327	39	method	method	NOUN
easat-1441	327	40	.	.	PUNCT
easat-1441	328	1	it	it	PRON
easat-1441	328	2	is	be	AUX
easat-1441	328	3	also	also	ADV
easat-1441	328	4	a	a	DET
easat-1441	328	5	popular	popular	ADJ
easat-1441	328	6	statistical	statistical	ADJ
easat-1441	328	7	method	method	NOUN
easat-1441	328	8	for	for	ADP
easat-1441	328	9	determining	determine	VERB
easat-1441	328	10	if	if	SCONJ
easat-1441	328	11	the	the	DET
easat-1441	328	12	means	mean	NOUN
easat-1441	328	13	of	of	ADP
easat-1441	328	14	two	two	NUM
easat-1441	328	15	groups	group	NOUN
easat-1441	328	16	are	be	AUX
easat-1441	328	17	statistically	statistically	ADV
easat-1441	328	18	different	different	ADJ
easat-1441	328	19	from	from	ADP
easat-1441	328	20	one	one	NUM
easat-1441	328	21	another	another	PRON
easat-1441	328	22	is	be	AUX
easat-1441	328	23	the	the	DET
easat-1441	328	24	t	t	NOUN
easat-1441	328	25	-	-	PUNCT
easat-1441	328	26	test	test	NOUN
easat-1441	328	27	.	.	PUNCT
easat-1441	329	1	in	in	ADP
easat-1441	329	2	our	our	PRON
easat-1441	329	3	context	context	NOUN
easat-1441	329	4	,	,	PUNCT
easat-1441	329	5	it	it	PRON
easat-1441	329	6	compares	compare	VERB
easat-1441	329	7	the	the	DET
easat-1441	329	8	average	average	ADJ
easat-1441	329	9	evacuation	evacuation	NOUN
easat-1441	329	10	times	time	NOUN
easat-1441	329	11	from	from	ADP
easat-1441	329	12	multiple	multiple	ADJ
easat-1441	329	13	simulation	simulation	NOUN
easat-1441	329	14	runs	run	VERB
easat-1441	329	15	for	for	ADP
easat-1441	329	16	both	both	DET
easat-1441	329	17	scenarios	scenario	NOUN
easat-1441	329	18	–	–	PUNCT
easat-1441	329	19	with	with	ADP
easat-1441	329	20	and	and	CCONJ
easat-1441	329	21	without	without	ADP
easat-1441	329	22	the	the	DET
easat-1441	329	23	implementation	implementation	NOUN
easat-1441	329	24	of	of	ADP
easat-1441	329	25	woabcm	woabcm	NOUN
easat-1441	329	26	.	.	PUNCT
easat-1441	330	1	670	670	NUM
easat-1441	330	2	edelweiss	edelweiss	PROPN
easat-1441	330	3	applied	apply	VERB
easat-1441	330	4	science	science	NOUN
easat-1441	330	5	and	and	CCONJ
easat-1441	330	6	technology	technology	NOUN
easat-1441	330	7	issn	issn	PROPN
easat-1441	330	8	:	:	PUNCT
easat-1441	330	9	2576	2576	NUM
easat-1441	330	10	-	-	SYM
easat-1441	330	11	8484	8484	NUM
easat-1441	330	12	vol	vol	NOUN
easat-1441	330	13	.	.	PROPN
easat-1441	330	14	8	8	NUM
easat-1441	330	15	,	,	PUNCT
easat-1441	330	16	no	no	INTJ
easat-1441	330	17	.	.	NOUN
easat-1441	331	1	4	4	NUM
easat-1441	331	2	:	:	PUNCT
easat-1441	331	3	656	656	NUM
easat-1441	331	4	-	-	SYM
easat-1441	331	5	672	672	NUM
easat-1441	331	6	,	,	PUNCT
easat-1441	331	7	2024	2024	NUM
easat-1441	331	8	doi	doi	NOUN
easat-1441	331	9	:	:	PUNCT
easat-1441	331	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	331	11	©	©	NOUN
easat-1441	331	12	2024	2024	NUM
easat-1441	331	13	by	by	ADP
easat-1441	331	14	the	the	DET
easat-1441	331	15	authors	author	NOUN
easat-1441	331	16	;	;	PUNCT
easat-1441	331	17	licensee	licensee	PROPN
easat-1441	331	18	learning	learning	NOUN
easat-1441	331	19	gate	gate	NOUN
easat-1441	331	20	to	to	PART
easat-1441	331	21	understand	understand	VERB
easat-1441	331	22	the	the	DET
easat-1441	331	23	significance	significance	NOUN
easat-1441	331	24	of	of	ADP
easat-1441	331	25	the	the	DET
easat-1441	331	26	t	t	NOUN
easat-1441	331	27	-	-	PUNCT
easat-1441	331	28	test	test	NOUN
easat-1441	331	29	results	result	NOUN
easat-1441	331	30	,	,	PUNCT
easat-1441	331	31	it	it	PRON
easat-1441	331	32	's	be	AUX
easat-1441	331	33	essential	essential	ADJ
easat-1441	331	34	to	to	PART
easat-1441	331	35	grasp	grasp	VERB
easat-1441	331	36	the	the	DET
easat-1441	331	37	underlying	underlie	VERB
easat-1441	331	38	principles	principle	NOUN
easat-1441	331	39	of	of	ADP
easat-1441	331	40	hypothesis	hypothesis	NOUN
easat-1441	331	41	testing	testing	NOUN
easat-1441	331	42	in	in	ADP
easat-1441	331	43	statistics	statistic	NOUN
easat-1441	331	44	.	.	PUNCT
easat-1441	332	1	the	the	DET
easat-1441	332	2	null	null	ADJ
easat-1441	332	3	hypothesis	hypothesis	NOUN
easat-1441	332	4	(	(	PUNCT
easat-1441	332	5	h0	h0	NOUN
easat-1441	332	6	)	)	PUNCT
easat-1441	332	7	and	and	CCONJ
easat-1441	332	8	the	the	DET
easat-1441	332	9	alternative	alternative	ADJ
easat-1441	332	10	hypothesis	hypothesis	NOUN
easat-1441	332	11	(	(	PUNCT
easat-1441	332	12	h1	h1	PROPN
easat-1441	332	13	)	)	PUNCT
easat-1441	332	14	are	be	AUX
easat-1441	332	15	the	the	DET
easat-1441	332	16	two	two	NUM
easat-1441	332	17	hypotheses	hypothesis	NOUN
easat-1441	332	18	under	under	ADP
easat-1441	332	19	which	which	PRON
easat-1441	332	20	the	the	DET
easat-1441	332	21	t	t	NOUN
easat-1441	332	22	-	-	PUNCT
easat-1441	332	23	test	test	NOUN
easat-1441	332	24	functions	function	NOUN
easat-1441	332	25	.	.	PUNCT
easat-1441	333	1	while	while	SCONJ
easat-1441	333	2	h1	h1	NOUN
easat-1441	333	3	indicates	indicate	VERB
easat-1441	333	4	a	a	DET
easat-1441	333	5	substantial	substantial	ADJ
easat-1441	333	6	difference	difference	NOUN
easat-1441	333	7	exists	exist	VERB
easat-1441	333	8	,	,	PUNCT
easat-1441	333	9	h0	h0	NOUN
easat-1441	333	10	proposes	propose	VERB
easat-1441	333	11	that	that	SCONJ
easat-1441	333	12	there	there	PRON
easat-1441	333	13	is	be	VERB
easat-1441	333	14	no	no	DET
easat-1441	333	15	significant	significant	ADJ
easat-1441	333	16	difference	difference	NOUN
easat-1441	333	17	between	between	ADP
easat-1441	333	18	the	the	DET
easat-1441	333	19	means	mean	NOUN
easat-1441	333	20	of	of	ADP
easat-1441	333	21	the	the	DET
easat-1441	333	22	two	two	NUM
easat-1441	333	23	groups	group	NOUN
easat-1441	333	24	.	.	PUNCT
easat-1441	334	1	based	base	VERB
easat-1441	334	2	on	on	ADP
easat-1441	334	3	the	the	DET
easat-1441	334	4	null	null	ADJ
easat-1441	334	5	hypothesis	hypothesis	NOUN
easat-1441	334	6	being	be	AUX
easat-1441	334	7	true	true	ADJ
easat-1441	334	8	,	,	PUNCT
easat-1441	334	9	the	the	DET
easat-1441	334	10	test	test	NOUN
easat-1441	334	11	findings	finding	NOUN
easat-1441	334	12	yield	yield	VERB
easat-1441	334	13	a	a	DET
easat-1441	334	14	p	p	NOUN
easat-1441	334	15	-	-	PUNCT
easat-1441	334	16	value	value	NOUN
easat-1441	334	17	,	,	PUNCT
easat-1441	334	18	which	which	PRON
easat-1441	334	19	represents	represent	VERB
easat-1441	334	20	the	the	DET
easat-1441	334	21	likelihood	likelihood	NOUN
easat-1441	334	22	of	of	ADP
easat-1441	334	23	witnessing	witness	VERB
easat-1441	334	24	the	the	DET
easat-1441	334	25	data	datum	NOUN
easat-1441	334	26	.	.	PUNCT
easat-1441	335	1	a	a	DET
easat-1441	335	2	low	low	ADJ
easat-1441	335	3	p	p	NOUN
easat-1441	335	4	-	-	PUNCT
easat-1441	335	5	value	value	NOUN
easat-1441	335	6	(	(	PUNCT
easat-1441	335	7	typically	typically	ADV
easat-1441	335	8	less	less	ADJ
easat-1441	335	9	than	than	ADP
easat-1441	335	10	0.05	0.05	NUM
easat-1441	335	11	)	)	PUNCT
easat-1441	335	12	leads	lead	VERB
easat-1441	335	13	to	to	ADP
easat-1441	335	14	the	the	DET
easat-1441	335	15	rejection	rejection	NOUN
easat-1441	335	16	of	of	ADP
easat-1441	335	17	h0	h0	NOUN
easat-1441	335	18	,	,	PUNCT
easat-1441	335	19	implying	imply	VERB
easat-1441	335	20	that	that	SCONJ
easat-1441	335	21	the	the	DET
easat-1441	335	22	noticed	noticed	ADJ
easat-1441	335	23	variation	variation	NOUN
easat-1441	335	24	is	be	AUX
easat-1441	335	25	statistically	statistically	ADV
easat-1441	335	26	important	important	ADJ
easat-1441	335	27	and	and	CCONJ
easat-1441	335	28	not	not	PART
easat-1441	335	29	just	just	ADV
easat-1441	335	30	due	due	ADJ
easat-1441	335	31	to	to	ADP
easat-1441	335	32	random	random	ADJ
easat-1441	335	33	chance	chance	NOUN
easat-1441	335	34	.	.	PUNCT
easat-1441	336	1	within	within	ADP
easat-1441	336	2	the	the	DET
easat-1441	336	3	framework	framework	NOUN
easat-1441	336	4	of	of	ADP
easat-1441	336	5	our	our	PRON
easat-1441	336	6	simulated	simulated	ADJ
easat-1441	336	7	evacuation	evacuation	NOUN
easat-1441	336	8	,	,	PUNCT
easat-1441	336	9	the	the	DET
easat-1441	336	10	t	t	NOUN
easat-1441	336	11	-	-	PUNCT
easat-1441	336	12	test	test	NOUN
easat-1441	336	13	compares	compare	VERB
easat-1441	336	14	the	the	DET
easat-1441	336	15	mean	mean	ADJ
easat-1441	336	16	evacuation	evacuation	NOUN
easat-1441	336	17	times	time	NOUN
easat-1441	336	18	from	from	ADP
easat-1441	336	19	simulations	simulation	NOUN
easat-1441	336	20	run	run	VERB
easat-1441	336	21	with	with	ADP
easat-1441	336	22	woabcm	woabcm	NOUN
easat-1441	336	23	optimization	optimization	NOUN
easat-1441	336	24	against	against	ADP
easat-1441	336	25	those	those	PRON
easat-1441	336	26	run	run	VERB
easat-1441	336	27	without	without	ADP
easat-1441	336	28	it	it	PRON
easat-1441	336	29	.	.	PUNCT
easat-1441	337	1	a	a	DET
easat-1441	337	2	significant	significant	ADJ
easat-1441	337	3	p	p	NOUN
easat-1441	337	4	-	-	PUNCT
easat-1441	337	5	value	value	NOUN
easat-1441	337	6	would	would	AUX
easat-1441	337	7	indicate	indicate	VERB
easat-1441	337	8	that	that	SCONJ
easat-1441	337	9	the	the	DET
easat-1441	337	10	optimization	optimization	NOUN
easat-1441	337	11	algorithm	algorithm	NOUN
easat-1441	337	12	has	have	VERB
easat-1441	337	13	a	a	DET
easat-1441	337	14	statistically	statistically	ADV
easat-1441	337	15	significant	significant	ADJ
easat-1441	337	16	effect	effect	NOUN
easat-1441	337	17	on	on	ADP
easat-1441	337	18	reducing	reduce	VERB
easat-1441	337	19	evacuation	evacuation	NOUN
easat-1441	337	20	times	time	NOUN
easat-1441	337	21	.	.	PUNCT
easat-1441	338	1	conversely	conversely	ADV
easat-1441	338	2	,	,	PUNCT
easat-1441	338	3	a	a	DET
easat-1441	338	4	non	non	ADJ
easat-1441	338	5	-	-	ADJ
easat-1441	338	6	significant	significant	ADJ
easat-1441	338	7	p	p	NOUN
easat-1441	338	8	-	-	PUNCT
easat-1441	338	9	value	value	NOUN
easat-1441	338	10	would	would	AUX
easat-1441	338	11	suggest	suggest	VERB
easat-1441	338	12	that	that	SCONJ
easat-1441	338	13	any	any	DET
easat-1441	338	14	observed	observed	ADJ
easat-1441	338	15	differences	difference	NOUN
easat-1441	338	16	could	could	AUX
easat-1441	338	17	be	be	AUX
easat-1441	338	18	attributed	attribute	VERB
easat-1441	338	19	to	to	ADP
easat-1441	338	20	random	random	ADJ
easat-1441	338	21	variation	variation	NOUN
easat-1441	338	22	,	,	PUNCT
easat-1441	338	23	and	and	CCONJ
easat-1441	338	24	the	the	DET
easat-1441	338	25	woabcm	woabcm	NOUN
easat-1441	338	26	does	do	AUX
easat-1441	338	27	not	not	PART
easat-1441	338	28	have	have	VERB
easat-1441	338	29	a	a	DET
easat-1441	338	30	measurable	measurable	ADJ
easat-1441	338	31	impact	impact	NOUN
easat-1441	338	32	on	on	ADP
easat-1441	338	33	evacuation	evacuation	NOUN
easat-1441	338	34	efficiency	efficiency	NOUN
easat-1441	338	35	.	.	PUNCT
easat-1441	339	1	based	base	VERB
easat-1441	339	2	on	on	ADP
easat-1441	339	3	the	the	DET
easat-1441	339	4	results	result	NOUN
easat-1441	339	5	output	output	VERB
easat-1441	339	6	,	,	PUNCT
easat-1441	339	7	the	the	DET
easat-1441	339	8	provided	provide	VERB
easat-1441	339	9	t	t	NOUN
easat-1441	339	10	-	-	PUNCT
easat-1441	339	11	test	test	NOUN
easat-1441	339	12	results	result	NOUN
easat-1441	339	13	,	,	PUNCT
easat-1441	339	14	consisting	consist	VERB
easat-1441	339	15	of	of	ADP
easat-1441	339	16	a	a	DET
easat-1441	339	17	t	t	NOUN
easat-1441	339	18	-	-	PUNCT
easat-1441	339	19	statistic	statistic	NOUN
easat-1441	339	20	of	of	ADP
easat-1441	339	21	-2.32	-2.32	NUM
easat-1441	339	22	and	and	CCONJ
easat-1441	339	23	a	a	DET
easat-1441	339	24	pvalue	pvalue	NOUN
easat-1441	339	25	of	of	ADP
easat-1441	339	26	0.0427	0.0427	NUM
easat-1441	339	27	,	,	PUNCT
easat-1441	339	28	are	be	AUX
easat-1441	339	29	key	key	ADJ
easat-1441	339	30	indicators	indicator	NOUN
easat-1441	339	31	in	in	ADP
easat-1441	339	32	statistical	statistical	ADJ
easat-1441	339	33	hypothesis	hypothesis	NOUN
easat-1441	339	34	testing	testing	NOUN
easat-1441	339	35	,	,	PUNCT
easat-1441	339	36	particularly	particularly	ADV
easat-1441	339	37	in	in	ADP
easat-1441	339	38	comparing	compare	VERB
easat-1441	339	39	the	the	DET
easat-1441	339	40	means	mean	NOUN
easat-1441	339	41	of	of	ADP
easat-1441	339	42	two	two	NUM
easat-1441	339	43	groups	group	NOUN
easat-1441	339	44	.	.	PUNCT
easat-1441	340	1	the	the	DET
easat-1441	340	2	magnitude	magnitude	NOUN
easat-1441	340	3	of	of	ADP
easat-1441	340	4	the	the	DET
easat-1441	340	5	t	t	NOUN
easat-1441	340	6	-	-	PUNCT
easat-1441	340	7	statistic	statistic	NOUN
easat-1441	340	8	(	(	PUNCT
easat-1441	340	9	2.32	2.32	NUM
easat-1441	340	10	in	in	ADP
easat-1441	340	11	this	this	DET
easat-1441	340	12	example	example	NOUN
easat-1441	340	13	)	)	PUNCT
easat-1441	340	14	shows	show	VERB
easat-1441	340	15	the	the	DET
easat-1441	340	16	extent	extent	NOUN
easat-1441	340	17	of	of	ADP
easat-1441	340	18	this	this	DET
easat-1441	340	19	difference	difference	NOUN
easat-1441	340	20	,	,	PUNCT
easat-1441	340	21	whereas	whereas	SCONJ
easat-1441	340	22	a	a	DET
easat-1441	340	23	negative	negative	ADJ
easat-1441	340	24	number	number	NOUN
easat-1441	340	25	indicates	indicate	VERB
easat-1441	340	26	that	that	SCONJ
easat-1441	340	27	the	the	DET
easat-1441	340	28	first	first	ADJ
easat-1441	340	29	group	group	NOUN
easat-1441	340	30	's	's	PART
easat-1441	340	31	mean	mean	NOUN
easat-1441	340	32	is	be	AUX
easat-1441	340	33	lower	low	ADJ
easat-1441	340	34	than	than	ADP
easat-1441	340	35	the	the	DET
easat-1441	340	36	second	second	ADJ
easat-1441	340	37	group	group	NOUN
easat-1441	340	38	's	's	PART
easat-1441	340	39	mean	mean	ADJ
easat-1441	340	40	.	.	PUNCT
easat-1441	341	1	a	a	DET
easat-1441	341	2	more	more	ADV
easat-1441	341	3	significant	significant	ADJ
easat-1441	341	4	difference	difference	NOUN
easat-1441	341	5	between	between	ADP
easat-1441	341	6	the	the	DET
easat-1441	341	7	groups	group	NOUN
easat-1441	341	8	is	be	AUX
easat-1441	341	9	usually	usually	ADV
easat-1441	341	10	indicated	indicate	VERB
easat-1441	341	11	by	by	ADP
easat-1441	341	12	a	a	DET
easat-1441	341	13	higher	high	ADJ
easat-1441	341	14	absolute	absolute	ADJ
easat-1441	341	15	value	value	NOUN
easat-1441	341	16	of	of	ADP
easat-1441	341	17	the	the	DET
easat-1441	341	18	ttest	tt	ADJ
easat-1441	341	19	.	.	PUNCT
easat-1441	342	1	in	in	ADP
easat-1441	342	2	this	this	DET
easat-1441	342	3	context	context	NOUN
easat-1441	342	4	,	,	PUNCT
easat-1441	342	5	a	a	DET
easat-1441	342	6	value	value	NOUN
easat-1441	342	7	of	of	ADP
easat-1441	342	8	-2.32	-2.32	NUM
easat-1441	342	9	suggests	suggest	VERB
easat-1441	342	10	a	a	DET
easat-1441	342	11	noticeable	noticeable	ADJ
easat-1441	342	12	difference	difference	NOUN
easat-1441	342	13	between	between	ADP
easat-1441	342	14	the	the	DET
easat-1441	342	15	two	two	NUM
easat-1441	342	16	sets	set	NOUN
easat-1441	342	17	of	of	ADP
easat-1441	342	18	data	datum	NOUN
easat-1441	342	19	being	be	AUX
easat-1441	342	20	compared	compare	VERB
easat-1441	342	21	.	.	PUNCT
easat-1441	343	1	on	on	ADP
easat-1441	343	2	the	the	DET
easat-1441	343	3	other	other	ADJ
easat-1441	343	4	hand	hand	NOUN
easat-1441	343	5	,	,	PUNCT
easat-1441	343	6	if	if	SCONJ
easat-1441	343	7	the	the	DET
easat-1441	343	8	null	null	ADJ
easat-1441	343	9	hypothesis	hypothesis	NOUN
easat-1441	343	10	is	be	AUX
easat-1441	343	11	true	true	ADJ
easat-1441	343	12	,	,	PUNCT
easat-1441	343	13	the	the	DET
easat-1441	343	14	p	p	NOUN
easat-1441	343	15	-	-	PUNCT
easat-1441	343	16	value	value	NOUN
easat-1441	343	17	indicates	indicate	VERB
easat-1441	343	18	the	the	DET
easat-1441	343	19	likelihood	likelihood	NOUN
easat-1441	343	20	of	of	ADP
easat-1441	343	21	seeing	see	VERB
easat-1441	343	22	the	the	DET
easat-1441	343	23	data	datum	NOUN
easat-1441	343	24	or	or	CCONJ
easat-1441	343	25	something	something	PRON
easat-1441	343	26	more	more	ADV
easat-1441	343	27	drastic	drastic	ADJ
easat-1441	343	28	.	.	PUNCT
easat-1441	344	1	the	the	DET
easat-1441	344	2	null	null	ADJ
easat-1441	344	3	hypothesis	hypothesis	NOUN
easat-1441	344	4	in	in	ADP
easat-1441	344	5	this	this	DET
easat-1441	344	6	instance	instance	NOUN
easat-1441	344	7	is	be	AUX
easat-1441	344	8	probably	probably	ADV
easat-1441	344	9	that	that	SCONJ
easat-1441	344	10	the	the	DET
easat-1441	344	11	means	mean	NOUN
easat-1441	344	12	of	of	ADP
easat-1441	344	13	the	the	DET
easat-1441	344	14	two	two	NUM
easat-1441	344	15	groups	group	NOUN
easat-1441	344	16	under	under	ADP
easat-1441	344	17	comparison	comparison	NOUN
easat-1441	344	18	are	be	AUX
easat-1441	344	19	the	the	DET
easat-1441	344	20	same	same	ADJ
easat-1441	344	21	.	.	PUNCT
easat-1441	345	1	in	in	ADP
easat-1441	345	2	this	this	DET
easat-1441	345	3	case	case	NOUN
easat-1441	345	4	,	,	PUNCT
easat-1441	345	5	the	the	DET
easat-1441	345	6	result	result	NOUN
easat-1441	345	7	shows	show	VERB
easat-1441	345	8	the	the	DET
easat-1441	345	9	p	p	NOUN
easat-1441	345	10	-	-	PUNCT
easat-1441	345	11	value	value	NOUN
easat-1441	345	12	of	of	ADP
easat-1441	345	13	0.0427	0.0427	NUM
easat-1441	345	14	,	,	PUNCT
easat-1441	345	15	which	which	PRON
easat-1441	345	16	is	be	AUX
easat-1441	345	17	less	less	ADJ
easat-1441	345	18	than	than	ADP
easat-1441	345	19	the	the	DET
easat-1441	345	20	common	common	ADJ
easat-1441	345	21	significance	significance	NOUN
easat-1441	345	22	level	level	NOUN
easat-1441	345	23	threshold	threshold	NOUN
easat-1441	345	24	of	of	ADP
easat-1441	345	25	0.05	0.05	NUM
easat-1441	345	26	,	,	PUNCT
easat-1441	345	27	indicates	indicate	VERB
easat-1441	345	28	that	that	SCONJ
easat-1441	345	29	the	the	DET
easat-1441	345	30	observed	observed	ADJ
easat-1441	345	31	difference	difference	NOUN
easat-1441	345	32	is	be	AUX
easat-1441	345	33	statistically	statistically	ADV
easat-1441	345	34	significant	significant	ADJ
easat-1441	345	35	.	.	PUNCT
easat-1441	346	1	this	this	PRON
easat-1441	346	2	means	mean	VERB
easat-1441	346	3	there	there	PRON
easat-1441	346	4	's	be	VERB
easat-1441	346	5	only	only	ADV
easat-1441	346	6	a	a	DET
easat-1441	346	7	4.27	4.27	NUM
easat-1441	346	8	%	%	NOUN
easat-1441	346	9	probability	probability	NOUN
easat-1441	346	10	that	that	SCONJ
easat-1441	346	11	the	the	DET
easat-1441	346	12	difference	difference	NOUN
easat-1441	346	13	in	in	ADP
easat-1441	346	14	means	mean	NOUN
easat-1441	346	15	is	be	AUX
easat-1441	346	16	due	due	ADJ
easat-1441	346	17	to	to	ADP
easat-1441	346	18	random	random	ADJ
easat-1441	346	19	chance	chance	NOUN
easat-1441	346	20	.	.	PUNCT
easat-1441	347	1	in	in	ADP
easat-1441	347	2	practical	practical	ADJ
easat-1441	347	3	terms	term	NOUN
easat-1441	347	4	,	,	PUNCT
easat-1441	347	5	a	a	DET
easat-1441	347	6	p	p	NOUN
easat-1441	347	7	-	-	PUNCT
easat-1441	347	8	value	value	NOUN
easat-1441	347	9	below	below	ADP
easat-1441	347	10	0.05	0.05	NUM
easat-1441	347	11	often	often	ADV
easat-1441	347	12	leads	lead	VERB
easat-1441	347	13	to	to	ADP
easat-1441	347	14	the	the	DET
easat-1441	347	15	rejection	rejection	NOUN
easat-1441	347	16	of	of	ADP
easat-1441	347	17	the	the	DET
easat-1441	347	18	null	null	ADJ
easat-1441	347	19	hypothesis	hypothesis	NOUN
easat-1441	347	20	.	.	PUNCT
easat-1441	348	1	here	here	ADV
easat-1441	348	2	,	,	PUNCT
easat-1441	348	3	it	it	PRON
easat-1441	348	4	implies	imply	VERB
easat-1441	348	5	that	that	SCONJ
easat-1441	348	6	the	the	DET
easat-1441	348	7	difference	difference	NOUN
easat-1441	348	8	in	in	ADP
easat-1441	348	9	means	mean	NOUN
easat-1441	348	10	(	(	PUNCT
easat-1441	348	11	possibly	possibly	ADV
easat-1441	348	12	between	between	ADP
easat-1441	348	13	evacuation	evacuation	NOUN
easat-1441	348	14	times	time	NOUN
easat-1441	348	15	under	under	ADP
easat-1441	348	16	different	different	ADJ
easat-1441	348	17	scenarios	scenario	NOUN
easat-1441	348	18	)	)	PUNCT
easat-1441	348	19	is	be	AUX
easat-1441	348	20	unlikely	unlikely	ADJ
easat-1441	348	21	to	to	PART
easat-1441	348	22	be	be	AUX
easat-1441	348	23	due	due	ADJ
easat-1441	348	24	to	to	ADP
easat-1441	348	25	random	random	ADJ
easat-1441	348	26	variation	variation	NOUN
easat-1441	348	27	and	and	CCONJ
easat-1441	348	28	is	be	AUX
easat-1441	348	29	instead	instead	ADV
easat-1441	348	30	significant	significant	ADJ
easat-1441	348	31	.	.	PUNCT
easat-1441	349	1	from	from	ADP
easat-1441	349	2	this	this	PRON
easat-1441	349	3	,	,	PUNCT
easat-1441	349	4	it	it	PRON
easat-1441	349	5	can	can	AUX
easat-1441	349	6	be	be	AUX
easat-1441	349	7	interpreted	interpret	VERB
easat-1441	349	8	that	that	SCONJ
easat-1441	349	9	the	the	DET
easat-1441	349	10	two	two	NUM
easat-1441	349	11	groups	group	NOUN
easat-1441	349	12	(	(	PUNCT
easat-1441	349	13	evacuation	evacuation	PROPN
easat-1441	349	14	times	time	NOUN
easat-1441	349	15	under	under	ADP
easat-1441	349	16	different	different	ADJ
easat-1441	349	17	conditions	condition	NOUN
easat-1441	349	18	,	,	PUNCT
easat-1441	349	19	such	such	ADJ
easat-1441	349	20	as	as	ADP
easat-1441	349	21	with	with	ADP
easat-1441	349	22	and	and	CCONJ
easat-1441	349	23	without	without	ADP
easat-1441	349	24	the	the	DET
easat-1441	349	25	use	use	NOUN
easat-1441	349	26	of	of	ADP
easat-1441	349	27	an	an	DET
easat-1441	349	28	optimization	optimization	NOUN
easat-1441	349	29	algorithm	algorithm	NOUN
easat-1441	349	30	)	)	PUNCT
easat-1441	349	31	have	have	VERB
easat-1441	349	32	significantly	significantly	ADV
easat-1441	349	33	different	different	ADJ
easat-1441	349	34	means	mean	NOUN
easat-1441	349	35	.	.	PUNCT
easat-1441	350	1	the	the	DET
easat-1441	350	2	negative	negative	ADJ
easat-1441	350	3	t	t	PROPN
easat-1441	350	4	-	-	PUNCT
easat-1441	350	5	statistic	statistic	NOUN
easat-1441	350	6	suggests	suggest	VERB
easat-1441	350	7	that	that	SCONJ
easat-1441	350	8	the	the	DET
easat-1441	350	9	first	first	ADJ
easat-1441	350	10	group	group	NOUN
easat-1441	350	11	has	have	VERB
easat-1441	350	12	a	a	DET
easat-1441	350	13	lower	low	ADJ
easat-1441	350	14	mean	mean	NOUN
easat-1441	350	15	than	than	ADP
easat-1441	350	16	the	the	DET
easat-1441	350	17	second	second	ADJ
easat-1441	350	18	.	.	PUNCT
easat-1441	351	1	in	in	ADP
easat-1441	351	2	the	the	DET
easat-1441	351	3	context	context	NOUN
easat-1441	351	4	of	of	ADP
easat-1441	351	5	evacuation	evacuation	NOUN
easat-1441	351	6	simulations	simulation	NOUN
easat-1441	351	7	,	,	PUNCT
easat-1441	351	8	this	this	PRON
easat-1441	351	9	could	could	AUX
easat-1441	351	10	imply	imply	VERB
easat-1441	351	11	that	that	SCONJ
easat-1441	351	12	the	the	DET
easat-1441	351	13	group	group	NOUN
easat-1441	351	14	with	with	ADP
easat-1441	351	15	the	the	DET
easat-1441	351	16	optimization	optimization	NOUN
easat-1441	351	17	algorithm	algorithm	NOUN
easat-1441	351	18	(	(	PUNCT
easat-1441	351	19	if	if	SCONJ
easat-1441	351	20	that	that	PRON
easat-1441	351	21	's	be	AUX
easat-1441	351	22	the	the	DET
easat-1441	351	23	first	first	ADJ
easat-1441	351	24	group	group	NOUN
easat-1441	351	25	)	)	PUNCT
easat-1441	351	26	had	have	VERB
easat-1441	351	27	a	a	DET
easat-1441	351	28	lower	low	ADJ
easat-1441	351	29	mean	mean	ADJ
easat-1441	351	30	evacuation	evacuation	NOUN
easat-1441	351	31	time	time	NOUN
easat-1441	351	32	compared	compare	VERB
easat-1441	351	33	to	to	ADP
easat-1441	351	34	the	the	DET
easat-1441	351	35	group	group	NOUN
easat-1441	351	36	without	without	ADP
easat-1441	351	37	the	the	DET
easat-1441	351	38	optimization	optimization	NOUN
easat-1441	351	39	,	,	PUNCT
easat-1441	351	40	with	with	ADP
easat-1441	351	41	the	the	DET
easat-1441	351	42	difference	difference	NOUN
easat-1441	351	43	being	be	AUX
easat-1441	351	44	statistically	statistically	ADV
easat-1441	351	45	significant	significant	ADJ
easat-1441	351	46	.	.	PUNCT
easat-1441	352	1	this	this	DET
easat-1441	352	2	result	result	NOUN
easat-1441	352	3	would	would	AUX
easat-1441	352	4	support	support	VERB
easat-1441	352	5	the	the	DET
easat-1441	352	6	effectiveness	effectiveness	NOUN
easat-1441	352	7	of	of	ADP
easat-1441	352	8	the	the	DET
easat-1441	352	9	optimization	optimization	NOUN
easat-1441	352	10	algorithm	algorithm	NOUN
easat-1441	352	11	in	in	ADP
easat-1441	352	12	reducing	reduce	VERB
easat-1441	352	13	evacuation	evacuation	NOUN
easat-1441	352	14	times	time	NOUN
easat-1441	352	15	.	.	PUNCT
easat-1441	353	1	the	the	DET
easat-1441	353	2	efficacy	efficacy	NOUN
easat-1441	353	3	of	of	ADP
easat-1441	353	4	the	the	DET
easat-1441	353	5	whale	whale	NOUN
easat-1441	353	6	-	-	PUNCT
easat-1441	353	7	bat	bat	NOUN
easat-1441	353	8	chaotic	chaotic	ADJ
easat-1441	353	9	algorithm	algorithm	NOUN
easat-1441	353	10	(	(	PUNCT
easat-1441	353	11	woabcm	woabcm	NOUN
easat-1441	353	12	)	)	PUNCT
easat-1441	353	13	in	in	ADP
easat-1441	353	14	optimizing	optimize	VERB
easat-1441	353	15	evacuation	evacuation	NOUN
easat-1441	353	16	strategies	strategy	NOUN
easat-1441	353	17	is	be	AUX
easat-1441	353	18	clearly	clearly	ADV
easat-1441	353	19	demonstrated	demonstrate	VERB
easat-1441	353	20	through	through	ADP
easat-1441	353	21	significant	significant	ADJ
easat-1441	353	22	t	t	PROPN
easat-1441	353	23	-	-	PUNCT
easat-1441	353	24	test	test	NOUN
easat-1441	353	25	results	result	NOUN
easat-1441	353	26	.	.	PUNCT
easat-1441	354	1	this	this	PRON
easat-1441	354	2	indicates	indicate	VERB
easat-1441	354	3	that	that	SCONJ
easat-1441	354	4	the	the	DET
easat-1441	354	5	woabcm	woabcm	NOUN
easat-1441	354	6	effectively	effectively	ADV
easat-1441	354	7	reduces	reduce	VERB
easat-1441	354	8	evacuation	evacuation	NOUN
easat-1441	354	9	times	time	NOUN
easat-1441	354	10	by	by	ADP
easat-1441	354	11	adeptly	adeptly	ADV
easat-1441	354	12	managing	manage	VERB
easat-1441	354	13	agents	agent	NOUN
easat-1441	354	14	'	'	PART
easat-1441	354	15	movements	movement	NOUN
easat-1441	354	16	,	,	PUNCT
easat-1441	354	17	with	with	ADP
easat-1441	354	18	a	a	DET
easat-1441	354	19	keen	keen	ADJ
easat-1441	354	20	focus	focus	NOUN
easat-1441	354	21	on	on	ADP
easat-1441	354	22	factors	factor	NOUN
easat-1441	354	23	like	like	ADP
easat-1441	354	24	crowd	crowd	NOUN
easat-1441	354	25	density	density	NOUN
easat-1441	354	26	,	,	PUNCT
easat-1441	354	27	obstacles	obstacle	NOUN
easat-1441	354	28	,	,	PUNCT
easat-1441	354	29	and	and	CCONJ
easat-1441	354	30	exit	exit	NOUN
easat-1441	354	31	locations	location	NOUN
easat-1441	354	32	.	.	PUNCT
easat-1441	355	1	the	the	DET
easat-1441	355	2	robustness	robustness	NOUN
easat-1441	355	3	of	of	ADP
easat-1441	355	4	the	the	DET
easat-1441	355	5	algorithm	algorithm	NOUN
easat-1441	355	6	is	be	AUX
easat-1441	355	7	further	far	ADV
easat-1441	355	8	emphasized	emphasize	VERB
easat-1441	355	9	by	by	ADP
easat-1441	355	10	its	its	PRON
easat-1441	355	11	consistent	consistent	ADJ
easat-1441	355	12	performance	performance	NOUN
easat-1441	355	13	across	across	ADP
easat-1441	355	14	various	various	ADJ
easat-1441	355	15	scenarios	scenario	NOUN
easat-1441	355	16	,	,	PUNCT
easat-1441	355	17	highlighting	highlight	VERB
easat-1441	355	18	its	its	PRON
easat-1441	355	19	potential	potential	ADJ
easat-1441	355	20	reliability	reliability	NOUN
easat-1441	355	21	in	in	ADP
easat-1441	355	22	diverse	diverse	ADJ
easat-1441	355	23	realworld	realworld	PROPN
easat-1441	355	24	applications	application	NOUN
easat-1441	355	25	.	.	PUNCT
easat-1441	356	1	these	these	PRON
easat-1441	356	2	results	result	VERB
easat-1441	356	3	not	not	PART
easat-1441	356	4	only	only	ADV
easat-1441	356	5	validate	validate	VERB
easat-1441	356	6	the	the	DET
easat-1441	356	7	effectiveness	effectiveness	NOUN
easat-1441	356	8	of	of	ADP
easat-1441	356	9	the	the	DET
easat-1441	356	10	woabcm	woabcm	NOUN
easat-1441	356	11	in	in	ADP
easat-1441	356	12	enhancing	enhance	VERB
easat-1441	356	13	evacuation	evacuation	NOUN
easat-1441	356	14	outcomes	outcome	NOUN
easat-1441	356	15	but	but	CCONJ
easat-1441	356	16	also	also	ADV
easat-1441	356	17	mark	mark	VERB
easat-1441	356	18	a	a	DET
easat-1441	356	19	significant	significant	ADJ
easat-1441	356	20	stride	stride	NOUN
easat-1441	356	21	in	in	ADP
easat-1441	356	22	the	the	DET
easat-1441	356	23	preparation	preparation	NOUN
easat-1441	356	24	and	and	CCONJ
easat-1441	356	25	handling	handling	NOUN
easat-1441	356	26	of	of	ADP
easat-1441	356	27	emergencies	emergency	NOUN
easat-1441	356	28	.	.	PUNCT
easat-1441	357	1	moreover	moreover	ADV
easat-1441	357	2	,	,	PUNCT
easat-1441	357	3	the	the	DET
easat-1441	357	4	statistical	statistical	ADJ
easat-1441	357	5	significance	significance	NOUN
easat-1441	357	6	of	of	ADP
easat-1441	357	7	these	these	DET
easat-1441	357	8	findings	finding	NOUN
easat-1441	357	9	has	have	VERB
easat-1441	357	10	profound	profound	ADJ
easat-1441	357	11	implications	implication	NOUN
easat-1441	357	12	for	for	ADP
easat-1441	357	13	future	future	ADJ
easat-1441	357	14	research	research	NOUN
easat-1441	357	15	,	,	PUNCT
easat-1441	357	16	policymaking	policymaking	NOUN
easat-1441	357	17	,	,	PUNCT
easat-1441	357	18	and	and	CCONJ
easat-1441	357	19	infrastructure	infrastructure	NOUN
easat-1441	357	20	planning	planning	NOUN
easat-1441	357	21	.	.	PUNCT
easat-1441	358	1	it	it	PRON
easat-1441	358	2	paves	pave	VERB
easat-1441	358	3	the	the	DET
easat-1441	358	4	way	way	NOUN
easat-1441	358	5	for	for	ADP
easat-1441	358	6	incorporating	incorporate	VERB
easat-1441	358	7	advanced	advanced	ADJ
easat-1441	358	8	computational	computational	ADJ
easat-1441	358	9	methods	method	NOUN
easat-1441	358	10	into	into	ADP
easat-1441	358	11	evacuation	evacuation	NOUN
easat-1441	358	12	protocol	protocol	NOUN
easat-1441	358	13	design	design	NOUN
easat-1441	358	14	,	,	PUNCT
easat-1441	358	15	potentially	potentially	ADV
easat-1441	358	16	revolutionizing	revolutionize	VERB
easat-1441	358	17	how	how	SCONJ
easat-1441	358	18	emergency	emergency	NOUN
easat-1441	358	19	situations	situation	NOUN
easat-1441	358	20	are	be	AUX
easat-1441	358	21	managed	manage	VERB
easat-1441	358	22	.	.	PUNCT
easat-1441	359	1	the	the	DET
easat-1441	359	2	results	result	NOUN
easat-1441	359	3	encourage	encourage	VERB
easat-1441	359	4	further	further	ADJ
easat-1441	359	5	exploration	exploration	NOUN
easat-1441	359	6	into	into	ADP
easat-1441	359	7	optimization	optimization	NOUN
easat-1441	359	8	algorithms	algorithm	NOUN
easat-1441	359	9	,	,	PUNCT
easat-1441	359	10	advocating	advocate	VERB
easat-1441	359	11	for	for	ADP
easat-1441	359	12	more	more	ADV
easat-1441	359	13	intricate	intricate	ADJ
easat-1441	359	14	simulations	simulation	NOUN
easat-1441	359	15	that	that	PRON
easat-1441	359	16	incorporate	incorporate	VERB
easat-1441	359	17	dynamic	dynamic	ADJ
easat-1441	359	18	environmental	environmental	ADJ
easat-1441	359	19	changes	change	NOUN
easat-1441	359	20	and	and	CCONJ
easat-1441	359	21	real	real	ADJ
easat-1441	359	22	-	-	PUNCT
easat-1441	359	23	world	world	NOUN
easat-1441	359	24	data	datum	NOUN
easat-1441	359	25	.	.	PUNCT
easat-1441	360	1	for	for	ADP
easat-1441	360	2	policymakers	policymaker	NOUN
easat-1441	360	3	and	and	CCONJ
easat-1441	360	4	urban	urban	ADJ
easat-1441	360	5	planners	planner	NOUN
easat-1441	360	6	,	,	PUNCT
easat-1441	360	7	these	these	DET
easat-1441	360	8	insights	insight	NOUN
easat-1441	360	9	offer	offer	VERB
easat-1441	360	10	a	a	DET
easat-1441	360	11	compelling	compelling	ADJ
easat-1441	360	12	case	case	NOUN
easat-1441	360	13	for	for	ADP
easat-1441	360	14	adopting	adopt	VERB
easat-1441	360	15	simulation	simulation	NOUN
easat-1441	360	16	-	-	PUNCT
easat-1441	360	17	based	base	VERB
easat-1441	360	18	approaches	approach	NOUN
easat-1441	360	19	to	to	PART
easat-1441	360	20	improve	improve	VERB
easat-1441	360	21	public	public	ADJ
easat-1441	360	22	safety	safety	NOUN
easat-1441	360	23	and	and	CCONJ
easat-1441	360	24	develop	develop	VERB
easat-1441	360	25	more	more	ADV
easat-1441	360	26	efficient	efficient	ADJ
easat-1441	360	27	evacuation	evacuation	NOUN
easat-1441	360	28	strategies	strategy	NOUN
easat-1441	360	29	[	[	X
easat-1441	360	30	34	34	NUM
easat-1441	360	31	]	]	PUNCT
easat-1441	360	32	.	.	PUNCT
easat-1441	361	1	in	in	ADP
easat-1441	361	2	essence	essence	NOUN
easat-1441	361	3	,	,	PUNCT
easat-1441	361	4	671	671	NUM
easat-1441	361	5	edelweiss	edelweiss	PROPN
easat-1441	361	6	applied	apply	VERB
easat-1441	361	7	science	science	NOUN
easat-1441	361	8	and	and	CCONJ
easat-1441	361	9	technology	technology	NOUN
easat-1441	361	10	issn	issn	PROPN
easat-1441	361	11	:	:	PUNCT
easat-1441	361	12	2576	2576	NUM
easat-1441	361	13	-	-	SYM
easat-1441	361	14	8484	8484	NUM
easat-1441	361	15	vol	vol	NOUN
easat-1441	361	16	.	.	PROPN
easat-1441	362	1	8	8	NUM
easat-1441	362	2	,	,	PUNCT
easat-1441	362	3	no	no	INTJ
easat-1441	362	4	.	.	NOUN
easat-1441	363	1	4	4	NUM
easat-1441	363	2	:	:	PUNCT
easat-1441	363	3	656	656	NUM
easat-1441	363	4	-	-	SYM
easat-1441	363	5	672	672	NUM
easat-1441	363	6	,	,	PUNCT
easat-1441	363	7	2024	2024	NUM
easat-1441	363	8	doi	doi	NOUN
easat-1441	363	9	:	:	PUNCT
easat-1441	363	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	363	11	©	©	NOUN
easat-1441	363	12	2024	2024	NUM
easat-1441	363	13	by	by	ADP
easat-1441	363	14	the	the	DET
easat-1441	363	15	authors	author	NOUN
easat-1441	363	16	;	;	PUNCT
easat-1441	363	17	licensee	licensee	PROPN
easat-1441	363	18	learning	learning	NOUN
easat-1441	363	19	gate	gate	VERB
easat-1441	363	20	the	the	DET
easat-1441	363	21	statistical	statistical	ADJ
easat-1441	363	22	validation	validation	NOUN
easat-1441	363	23	of	of	ADP
easat-1441	363	24	the	the	DET
easat-1441	363	25	woabcm	woabcm	NOUN
easat-1441	363	26	's	's	PART
easat-1441	363	27	impact	impact	NOUN
easat-1441	363	28	underscores	underscore	VERB
easat-1441	363	29	the	the	DET
easat-1441	363	30	critical	critical	ADJ
easat-1441	363	31	role	role	NOUN
easat-1441	363	32	of	of	ADP
easat-1441	363	33	data	data	NOUN
easat-1441	363	34	-	-	PUNCT
easat-1441	363	35	driven	drive	VERB
easat-1441	363	36	,	,	PUNCT
easat-1441	363	37	algorithmically	algorithmically	ADV
easat-1441	363	38	informed	inform	VERB
easat-1441	363	39	decisions	decision	NOUN
easat-1441	363	40	in	in	ADP
easat-1441	363	41	shaping	shape	VERB
easat-1441	363	42	effective	effective	ADJ
easat-1441	363	43	public	public	ADJ
easat-1441	363	44	safety	safety	NOUN
easat-1441	363	45	and	and	CCONJ
easat-1441	363	46	emergency	emergency	NOUN
easat-1441	363	47	response	response	NOUN
easat-1441	363	48	strategies	strategy	NOUN
easat-1441	363	49	.	.	PUNCT
easat-1441	364	1	5	5	X
easat-1441	364	2	.	.	X
easat-1441	364	3	conclusion	conclusion	NOUN
easat-1441	364	4	in	in	ADP
easat-1441	364	5	conclusion	conclusion	NOUN
easat-1441	364	6	,	,	PUNCT
easat-1441	364	7	the	the	DET
easat-1441	364	8	whale	whale	NOUN
easat-1441	364	9	-	-	PUNCT
easat-1441	364	10	bat	bat	NOUN
easat-1441	364	11	chaotic	chaotic	ADJ
easat-1441	364	12	algorithm	algorithm	NOUN
easat-1441	364	13	stands	stand	VERB
easat-1441	364	14	out	out	ADP
easat-1441	364	15	as	as	ADP
easat-1441	364	16	a	a	DET
easat-1441	364	17	potent	potent	ADJ
easat-1441	364	18	tool	tool	NOUN
easat-1441	364	19	in	in	ADP
easat-1441	364	20	the	the	DET
easat-1441	364	21	realm	realm	NOUN
easat-1441	364	22	of	of	ADP
easat-1441	364	23	evacuation	evacuation	NOUN
easat-1441	364	24	simulations	simulation	NOUN
easat-1441	364	25	,	,	PUNCT
easat-1441	364	26	bringing	bring	VERB
easat-1441	364	27	a	a	DET
easat-1441	364	28	level	level	NOUN
easat-1441	364	29	of	of	ADP
easat-1441	364	30	sophistication	sophistication	NOUN
easat-1441	364	31	and	and	CCONJ
easat-1441	364	32	adaptability	adaptability	NOUN
easat-1441	364	33	that	that	SCONJ
easat-1441	364	34	traditional	traditional	ADJ
easat-1441	364	35	models	model	NOUN
easat-1441	364	36	lack	lack	VERB
easat-1441	364	37	.	.	PUNCT
easat-1441	365	1	its	its	PRON
easat-1441	365	2	ability	ability	NOUN
easat-1441	365	3	to	to	PART
easat-1441	365	4	intelligently	intelligently	ADV
easat-1441	365	5	navigate	navigate	VERB
easat-1441	365	6	the	the	DET
easat-1441	365	7	complex	complex	ADJ
easat-1441	365	8	landscape	landscape	NOUN
easat-1441	365	9	of	of	ADP
easat-1441	365	10	crowd	crowd	NOUN
easat-1441	365	11	dynamics	dynamic	NOUN
easat-1441	365	12	paves	pave	VERB
easat-1441	365	13	the	the	DET
easat-1441	365	14	way	way	NOUN
easat-1441	365	15	for	for	ADP
easat-1441	365	16	more	more	ADV
easat-1441	365	17	effective	effective	ADJ
easat-1441	365	18	and	and	CCONJ
easat-1441	365	19	life	life	NOUN
easat-1441	365	20	-	-	PUNCT
easat-1441	365	21	saving	save	VERB
easat-1441	365	22	evacuation	evacuation	NOUN
easat-1441	365	23	strategies	strategy	NOUN
easat-1441	365	24	.	.	PUNCT
easat-1441	366	1	future	future	ADJ
easat-1441	366	2	research	research	NOUN
easat-1441	366	3	can	can	AUX
easat-1441	366	4	further	far	ADV
easat-1441	366	5	refine	refine	VERB
easat-1441	366	6	these	these	DET
easat-1441	366	7	models	model	NOUN
easat-1441	366	8	,	,	PUNCT
easat-1441	366	9	integrating	integrate	VERB
easat-1441	366	10	real	real	ADJ
easat-1441	366	11	-	-	PUNCT
easat-1441	366	12	world	world	NOUN
easat-1441	366	13	data	datum	NOUN
easat-1441	366	14	and	and	CCONJ
easat-1441	366	15	human	human	ADJ
easat-1441	366	16	behavior	behavior	NOUN
easat-1441	366	17	studies	study	NOUN
easat-1441	366	18	,	,	PUNCT
easat-1441	366	19	to	to	PART
easat-1441	366	20	develop	develop	VERB
easat-1441	366	21	even	even	ADV
easat-1441	366	22	more	more	ADV
easat-1441	366	23	accurate	accurate	ADJ
easat-1441	366	24	and	and	CCONJ
easat-1441	366	25	reliable	reliable	ADJ
easat-1441	366	26	evacuation	evacuation	NOUN
easat-1441	366	27	simulations	simulation	NOUN
easat-1441	366	28	.	.	PUNCT
easat-1441	367	1	funding	funding	NOUN
easat-1441	367	2	:	:	PUNCT
easat-1441	367	3	the	the	DET
easat-1441	367	4	authors	author	NOUN
easat-1441	367	5	acknowledge	acknowledge	VERB
easat-1441	367	6	unimas	unimas	PROPN
easat-1441	367	7	pilot	pilot	PROPN
easat-1441	367	8	research	research	NOUN
easat-1441	367	9	grant	grant	NOUN
easat-1441	367	10	scheme	scheme	NOUN
easat-1441	367	11	(	(	PUNCT
easat-1441	367	12	uni	uni	ADJ
easat-1441	367	13	/	/	SYM
easat-1441	367	14	f08	f08	NOUN
easat-1441	367	15	/	/	SYM
easat-1441	367	16	pilot/85565/2923	pilot/85565/2923	NOUN
easat-1441	367	17	)	)	PUNCT
easat-1441	367	18	and	and	CCONJ
easat-1441	367	19	universiti	universiti	PROPN
easat-1441	367	20	malaysia	malaysia	PROPN
easat-1441	367	21	sarawak	sarawak	PROPN
easat-1441	367	22	for	for	ADP
easat-1441	367	23	supporting	support	VERB
easat-1441	367	24	this	this	DET
easat-1441	367	25	project	project	NOUN
easat-1441	367	26	.	.	PUNCT
easat-1441	368	1	copyright	copyright	NOUN
easat-1441	368	2	:	:	PUNCT
easat-1441	368	3	©	©	PROPN
easat-1441	368	4	2024	2024	NUM
easat-1441	368	5	by	by	ADP
easat-1441	368	6	the	the	DET
easat-1441	368	7	authors	author	NOUN
easat-1441	368	8	.	.	PUNCT
easat-1441	369	1	this	this	DET
easat-1441	369	2	article	article	NOUN
easat-1441	369	3	is	be	AUX
easat-1441	369	4	an	an	DET
easat-1441	369	5	open	open	ADJ
easat-1441	369	6	access	access	NOUN
easat-1441	369	7	article	article	NOUN
easat-1441	369	8	distributed	distribute	VERB
easat-1441	369	9	under	under	ADP
easat-1441	369	10	the	the	DET
easat-1441	369	11	terms	term	NOUN
easat-1441	369	12	and	and	CCONJ
easat-1441	369	13	conditions	condition	NOUN
easat-1441	369	14	of	of	ADP
easat-1441	369	15	the	the	DET
easat-1441	369	16	creative	creative	ADJ
easat-1441	369	17	commons	common	NOUN
easat-1441	369	18	attribution	attribution	NOUN
easat-1441	369	19	(	(	PUNCT
easat-1441	369	20	cc	cc	NOUN
easat-1441	369	21	by	by	ADP
easat-1441	369	22	)	)	PUNCT
easat-1441	369	23	license	license	NOUN
easat-1441	369	24	(	(	PUNCT
easat-1441	369	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-1441	369	26	)	)	PUNCT
easat-1441	369	27	.	.	PUNCT
easat-1441	370	1	references	reference	NOUN
easat-1441	370	2	[	[	X
easat-1441	370	3	1	1	NUM
easat-1441	370	4	]	]	PUNCT
easat-1441	370	5	l.	l.	PROPN
easat-1441	370	6	lyu	lyu	PROPN
easat-1441	370	7	,	,	PUNCT
easat-1441	370	8	c.	c.	PROPN
easat-1441	370	9	pang	pang	PROPN
easat-1441	370	10	,	,	PUNCT
easat-1441	370	11	and	and	CCONJ
easat-1441	370	12	j.	j.	PROPN
easat-1441	370	13	wang	wang	PROPN
easat-1441	370	14	,	,	PUNCT
easat-1441	370	15	"	"	PUNCT
easat-1441	370	16	virtual	virtual	ADJ
easat-1441	370	17	-	-	PUNCT
easat-1441	370	18	real	real	ADJ
easat-1441	370	19	syncretic	syncretic	ADJ
easat-1441	370	20	crowd	crowd	NOUN
easat-1441	370	21	simulation	simulation	NOUN
easat-1441	370	22	method	method	NOUN
easat-1441	370	23	guided	guide	VERB
easat-1441	370	24	by	by	ADP
easat-1441	370	25	building	build	VERB
easat-1441	370	26	safety	safety	NOUN
easat-1441	370	27	evacuation	evacuation	NOUN
easat-1441	370	28	sign	sign	NOUN
easat-1441	370	29	,	,	PUNCT
easat-1441	370	30	"	"	PUNCT
easat-1441	370	31	ieee	ieee	PROPN
easat-1441	370	32	sens	sens	PROPN
easat-1441	370	33	.	.	PROPN
easat-1441	370	34	j.	j.	PROPN
easat-1441	370	35	,	,	PUNCT
easat-1441	370	36	vol	vol	NOUN
easat-1441	370	37	.	.	PROPN
easat-1441	370	38	23	23	NUM
easat-1441	370	39	,	,	PUNCT
easat-1441	370	40	no	no	INTJ
easat-1441	370	41	.	.	NOUN
easat-1441	370	42	16	16	NUM
easat-1441	370	43	,	,	PUNCT
easat-1441	370	44	pp	pp	ADJ
easat-1441	370	45	.	.	PUNCT
easat-1441	371	1	1	1	NUM
easat-1441	371	2	-	-	SYM
easat-1441	371	3	12	12	NUM
easat-1441	371	4	,	,	PUNCT
easat-1441	371	5	aug	aug	PROPN
easat-1441	371	6	.	.	PROPN
easat-1441	371	7	2023	2023	NUM
easat-1441	371	8	,	,	PUNCT
easat-1441	371	9	doi	doi	NOUN
easat-1441	371	10	:	:	PUNCT
easat-1441	371	11	10.1109	10.1109	NUM
easat-1441	371	12	/	/	SYM
easat-1441	371	13	jsen.2023.3292090	jsen.2023.3292090	NOUN
easat-1441	371	14	.	.	PUNCT
easat-1441	372	1	[	[	X
easat-1441	372	2	2	2	X
easat-1441	372	3	]	]	X
easat-1441	372	4	zhang	zhang	PROPN
easat-1441	372	5	et	et	PROPN
easat-1441	372	6	al	al	PROPN
easat-1441	372	7	.	.	PROPN
easat-1441	372	8	,	,	PUNCT
easat-1441	372	9	"	"	PUNCT
easat-1441	372	10	deep	deep	ADJ
easat-1441	372	11	reinforcement	reinforcement	NOUN
easat-1441	372	12	learning	learning	NOUN
easat-1441	372	13	and	and	CCONJ
easat-1441	372	14	3d	3d	NUM
easat-1441	372	15	physical	physical	ADJ
easat-1441	372	16	environments	environment	NOUN
easat-1441	372	17	applied	apply	VERB
easat-1441	372	18	to	to	PART
easat-1441	372	19	crowd	crowd	VERB
easat-1441	372	20	evacuation	evacuation	NOUN
easat-1441	372	21	in	in	ADP
easat-1441	372	22	congested	congested	ADJ
easat-1441	372	23	scenarios	scenario	NOUN
easat-1441	372	24	,	,	PUNCT
easat-1441	372	25	"	"	PUNCT
easat-1441	372	26	int	int	NOUN
easat-1441	372	27	.	.	PUNCT
easat-1441	373	1	j.	j.	PROPN
easat-1441	373	2	digit	digit	PROPN
easat-1441	373	3	.	.	PUNCT
easat-1441	374	1	earth	earth	NOUN
easat-1441	374	2	,	,	PUNCT
easat-1441	374	3	vol	vol	NOUN
easat-1441	374	4	.	.	PROPN
easat-1441	374	5	16	16	NUM
easat-1441	374	6	,	,	PUNCT
easat-1441	374	7	no	no	INTJ
easat-1441	374	8	.	.	NOUN
easat-1441	374	9	3	3	NUM
easat-1441	374	10	,	,	PUNCT
easat-1441	374	11	pp	pp	ADJ
easat-1441	374	12	.	.	PUNCT
easat-1441	375	1	1	1	NUM
easat-1441	375	2	-	-	SYM
easat-1441	375	3	20	20	NUM
easat-1441	375	4	,	,	PUNCT
easat-1441	375	5	mar	mar	PROPN
easat-1441	375	6	.	.	PROPN
easat-1441	375	7	2023	2023	NUM
easat-1441	375	8	,	,	PUNCT
easat-1441	375	9	doi	doi	NOUN
easat-1441	375	10	:	:	PUNCT
easat-1441	375	11	10.1080/17538947.2023.2182376	10.1080/17538947.2023.2182376	NUM
easat-1441	375	12	.	.	PUNCT
easat-1441	376	1	[	[	X
easat-1441	376	2	3	3	X
easat-1441	376	3	]	]	PUNCT
easat-1441	376	4	k.	k.	PROPN
easat-1441	376	5	r.	r.	PROPN
easat-1441	376	6	rozo	rozo	PROPN
easat-1441	376	7	et	et	PROPN
easat-1441	376	8	al	al	PROPN
easat-1441	376	9	.	.	PROPN
easat-1441	376	10	,	,	PUNCT
easat-1441	376	11	"	"	PUNCT
easat-1441	376	12	modelling	model	VERB
easat-1441	376	13	building	build	VERB
easat-1441	376	14	emergency	emergency	NOUN
easat-1441	376	15	evacuation	evacuation	NOUN
easat-1441	376	16	plans	plan	NOUN
easat-1441	376	17	considering	consider	VERB
easat-1441	376	18	the	the	DET
easat-1441	376	19	dynamic	dynamic	ADJ
easat-1441	376	20	behaviour	behaviour	NOUN
easat-1441	376	21	of	of	ADP
easat-1441	376	22	pedestrians	pedestrian	NOUN
easat-1441	376	23	using	use	VERB
easat-1441	376	24	agent	agent	NOUN
easat-1441	376	25	-	-	PUNCT
easat-1441	376	26	based	base	VERB
easat-1441	376	27	simulation	simulation	NOUN
easat-1441	376	28	,	,	PUNCT
easat-1441	376	29	"	"	PUNCT
easat-1441	376	30	safety	safety	NOUN
easat-1441	376	31	sci	sci	PROPN
easat-1441	376	32	.	.	PROPN
easat-1441	376	33	,	,	PUNCT
easat-1441	376	34	vol	vol	NOUN
easat-1441	376	35	.	.	PROPN
easat-1441	376	36	113	113	NUM
easat-1441	376	37	,	,	PUNCT
easat-1441	376	38	pp	pp	ADJ
easat-1441	376	39	.	.	PUNCT
easat-1441	376	40	276	276	NUM
easat-1441	376	41	-	-	SYM
easat-1441	376	42	284	284	NUM
easat-1441	376	43	,	,	PUNCT
easat-1441	376	44	2019	2019	NUM
easat-1441	376	45	.	.	PUNCT
easat-1441	377	1	[	[	X
easat-1441	377	2	4	4	X
easat-1441	377	3	]	]	X
easat-1441	377	4	h.	h.	PROPN
easat-1441	377	5	xu	xu	PROPN
easat-1441	377	6	,	,	PUNCT
easat-1441	377	7	c.	c.	PROPN
easat-1441	377	8	tian	tian	PROPN
easat-1441	377	9	,	,	PUNCT
easat-1441	377	10	and	and	CCONJ
easat-1441	377	11	y.	y.	PROPN
easat-1441	377	12	li	li	PROPN
easat-1441	377	13	,	,	PUNCT
easat-1441	377	14	"	"	PUNCT
easat-1441	377	15	emergency	emergency	NOUN
easat-1441	377	16	evacuation	evacuation	NOUN
easat-1441	377	17	simulation	simulation	NOUN
easat-1441	377	18	and	and	CCONJ
easat-1441	377	19	optimization	optimization	NOUN
easat-1441	377	20	for	for	ADP
easat-1441	377	21	a	a	DET
easat-1441	377	22	complex	complex	ADJ
easat-1441	377	23	rail	rail	NOUN
easat-1441	377	24	transit	transit	NOUN
easat-1441	377	25	station	station	NOUN
easat-1441	377	26	:	:	PUNCT
easat-1441	377	27	a	a	DET
easat-1441	377	28	perspective	perspective	NOUN
easat-1441	377	29	of	of	ADP
easat-1441	377	30	promoting	promote	VERB
easat-1441	377	31	transportation	transportation	NOUN
easat-1441	377	32	safety	safety	NOUN
easat-1441	377	33	,	,	PUNCT
easat-1441	377	34	"	"	PUNCT
easat-1441	377	35	j.	j.	PROPN
easat-1441	377	36	adv	adv	PROPN
easat-1441	377	37	.	.	PUNCT
easat-1441	378	1	transp	transp	PROPN
easat-1441	378	2	.	.	PUNCT
easat-1441	378	3	,	,	PUNCT
easat-1441	378	4	2020	2020	NUM
easat-1441	378	5	.	.	PUNCT
easat-1441	379	1	[	[	X
easat-1441	379	2	5	5	NUM
easat-1441	379	3	]	]	PUNCT
easat-1441	379	4	m.haghani	m.haghani	NOUN
easat-1441	379	5	,	,	PUNCT
easat-1441	379	6	"	"	PUNCT
easat-1441	379	7	optimising	optimise	VERB
easat-1441	379	8	crowd	crowd	NOUN
easat-1441	379	9	evacuations	evacuation	NOUN
easat-1441	379	10	:	:	PUNCT
easat-1441	379	11	mathematical	mathematical	ADJ
easat-1441	379	12	,	,	PUNCT
easat-1441	379	13	architectural	architectural	ADJ
easat-1441	379	14	and	and	CCONJ
easat-1441	379	15	behavioural	behavioural	ADJ
easat-1441	379	16	approaches	approach	NOUN
easat-1441	379	17	,	,	PUNCT
easat-1441	379	18	"	"	PUNCT
easat-1441	379	19	safety	safety	NOUN
easat-1441	379	20	sci	sci	PROPN
easat-1441	379	21	.	.	PROPN
easat-1441	379	22	,	,	PUNCT
easat-1441	379	23	vol	vol	NOUN
easat-1441	379	24	.	.	PROPN
easat-1441	379	25	128	128	NUM
easat-1441	379	26	,	,	PUNCT
easat-1441	379	27	104745	104745	NUM
easat-1441	379	28	,	,	PUNCT
easat-1441	379	29	2020	2020	NUM
easat-1441	379	30	.	.	PUNCT
easat-1441	380	1	[	[	X
easat-1441	380	2	6	6	NUM
easat-1441	380	3	]	]	PUNCT
easat-1441	380	4	s.	s.	PROPN
easat-1441	380	5	mirjalili	mirjalili	PROPN
easat-1441	380	6	and	and	CCONJ
easat-1441	380	7	a.	a.	PROPN
easat-1441	380	8	lewis	lewis	PROPN
easat-1441	380	9	,	,	PUNCT
easat-1441	380	10	"	"	PUNCT
easat-1441	380	11	the	the	DET
easat-1441	380	12	whale	whale	NOUN
easat-1441	380	13	optimization	optimization	NOUN
easat-1441	380	14	algorithm	algorithm	NOUN
easat-1441	380	15	,	,	PUNCT
easat-1441	380	16	"	"	PUNCT
easat-1441	380	17	adv	adv	PROPN
easat-1441	380	18	.	.	PUNCT
easat-1441	380	19	eng	eng	PROPN
easat-1441	380	20	.	.	PUNCT
easat-1441	381	1	softw	softw	PROPN
easat-1441	381	2	.	.	PUNCT
easat-1441	382	1	,	,	PUNCT
easat-1441	382	2	vol	vol	NOUN
easat-1441	382	3	.	.	PROPN
easat-1441	383	1	95	95	NUM
easat-1441	383	2	,	,	PUNCT
easat-1441	383	3	pp	pp	ADJ
easat-1441	383	4	.	.	PUNCT
easat-1441	384	1	51	51	NUM
easat-1441	384	2	-	-	SYM
easat-1441	384	3	67	67	NUM
easat-1441	384	4	,	,	PUNCT
easat-1441	384	5	2016	2016	NUM
easat-1441	384	6	.	.	PUNCT
easat-1441	385	1	[	[	X
easat-1441	385	2	7	7	X
easat-1441	385	3	]	]	X
easat-1441	385	4	h.	h.	PROPN
easat-1441	385	5	sharbini	sharbini	PROPN
easat-1441	385	6	,	,	PUNCT
easat-1441	385	7	r.	r.	PROPN
easat-1441	385	8	sallehuddin	sallehuddin	PROPN
easat-1441	385	9	,	,	PUNCT
easat-1441	385	10	and	and	CCONJ
easat-1441	385	11	h.	h.	PROPN
easat-1441	385	12	haron	haron	PROPN
easat-1441	385	13	,	,	PUNCT
easat-1441	385	14	"	"	PUNCT
easat-1441	385	15	crowd	crowd	NOUN
easat-1441	385	16	evacuation	evacuation	NOUN
easat-1441	385	17	simulation	simulation	NOUN
easat-1441	385	18	model	model	NOUN
easat-1441	385	19	with	with	ADP
easat-1441	385	20	soft	soft	ADJ
easat-1441	385	21	computing	computing	NOUN
easat-1441	385	22	optimization	optimization	NOUN
easat-1441	385	23	techniques	technique	NOUN
easat-1441	385	24	:	:	PUNCT
easat-1441	385	25	a	a	DET
easat-1441	385	26	systematic	systematic	ADJ
easat-1441	385	27	literature	literature	NOUN
easat-1441	385	28	review	review	NOUN
easat-1441	385	29	,	,	PUNCT
easat-1441	385	30	"	"	PUNCT
easat-1441	385	31	j.	j.	PROPN
easat-1441	385	32	manage	manage	VERB
easat-1441	385	33	.	.	PUNCT
easat-1441	386	1	analytics	analytic	NOUN
easat-1441	386	2	,	,	PUNCT
easat-1441	386	3	vol	vol	NOUN
easat-1441	386	4	.	.	PROPN
easat-1441	386	5	8	8	NUM
easat-1441	386	6	,	,	PUNCT
easat-1441	386	7	no	no	INTJ
easat-1441	386	8	.	.	NOUN
easat-1441	386	9	3	3	NUM
easat-1441	386	10	,	,	PUNCT
easat-1441	386	11	pp	pp	ADJ
easat-1441	386	12	.	.	PUNCT
easat-1441	387	1	443	443	NUM
easat-1441	387	2	-	-	NUM
easat-1441	387	3	485	485	NUM
easat-1441	387	4	,	,	PUNCT
easat-1441	387	5	2021	2021	NUM
easat-1441	387	6	.	.	PUNCT
easat-1441	388	1	[	[	X
easat-1441	388	2	8	8	NUM
easat-1441	388	3	]	]	PUNCT
easat-1441	388	4	q.	q.	PROPN
easat-1441	388	5	jin	jin	PROPN
easat-1441	388	6	,	,	PUNCT
easat-1441	388	7	z.	z.	PROPN
easat-1441	388	8	xu	xu	PROPN
easat-1441	388	9	,	,	PUNCT
easat-1441	388	10	and	and	CCONJ
easat-1441	388	11	w.	w.	PROPN
easat-1441	388	12	cai	cai	PROPN
easat-1441	388	13	,	,	PUNCT
easat-1441	388	14	"	"	PUNCT
easat-1441	388	15	an	an	DET
easat-1441	388	16	improved	improved	ADJ
easat-1441	388	17	whale	whale	NOUN
easat-1441	388	18	optimization	optimization	NOUN
easat-1441	388	19	algorithm	algorithm	NOUN
easat-1441	388	20	with	with	ADP
easat-1441	388	21	random	random	ADJ
easat-1441	388	22	evolution	evolution	NOUN
easat-1441	388	23	and	and	CCONJ
easat-1441	388	24	special	special	ADJ
easat-1441	388	25	reinforcement	reinforcement	NOUN
easat-1441	388	26	dual	dual	ADJ
easat-1441	388	27	-	-	PUNCT
easat-1441	388	28	operation	operation	NOUN
easat-1441	388	29	strategy	strategy	NOUN
easat-1441	388	30	collaboration	collaboration	NOUN
easat-1441	388	31	,	,	PUNCT
easat-1441	388	32	"	"	PUNCT
easat-1441	388	33	symmetry	symmetry	NOUN
easat-1441	388	34	,	,	PUNCT
easat-1441	388	35	vol	vol	NOUN
easat-1441	388	36	.	.	PROPN
easat-1441	388	37	13	13	NUM
easat-1441	388	38	,	,	PUNCT
easat-1441	388	39	no	no	INTJ
easat-1441	388	40	.	.	NOUN
easat-1441	388	41	2	2	NUM
easat-1441	388	42	,	,	PUNCT
easat-1441	388	43	238	238	NUM
easat-1441	388	44	,	,	PUNCT
easat-1441	388	45	2021	2021	NUM
easat-1441	388	46	.	.	PUNCT
easat-1441	389	1	[	[	X
easat-1441	389	2	9	9	NUM
easat-1441	389	3	]	]	X
easat-1441	389	4	d.	d.	PROPN
easat-1441	389	5	helbing	helbing	PROPN
easat-1441	389	6	,	,	PUNCT
easat-1441	389	7	i.	i.	PROPN
easat-1441	389	8	farkas	farkas	PROPN
easat-1441	389	9	,	,	PUNCT
easat-1441	389	10	and	and	CCONJ
easat-1441	389	11	t.	t.	PROPN
easat-1441	389	12	vicsek	vicsek	PROPN
easat-1441	389	13	,	,	PUNCT
easat-1441	389	14	"	"	PUNCT
easat-1441	389	15	simulating	simulate	VERB
easat-1441	389	16	dynamical	dynamical	ADJ
easat-1441	389	17	features	feature	NOUN
easat-1441	389	18	of	of	ADP
easat-1441	389	19	escape	escape	NOUN
easat-1441	389	20	panic	panic	NOUN
easat-1441	389	21	,	,	PUNCT
easat-1441	389	22	"	"	PUNCT
easat-1441	389	23	nature	nature	NOUN
easat-1441	389	24	,	,	PUNCT
easat-1441	389	25	vol	vol	NOUN
easat-1441	389	26	.	.	PROPN
easat-1441	389	27	407	407	NUM
easat-1441	389	28	,	,	PUNCT
easat-1441	389	29	no	no	NOUN
easat-1441	389	30	.	.	NOUN
easat-1441	389	31	6803	6803	NUM
easat-1441	389	32	,	,	PUNCT
easat-1441	389	33	pp	pp	ADJ
easat-1441	389	34	.	.	PUNCT
easat-1441	390	1	487	487	NUM
easat-1441	390	2	-	-	SYM
easat-1441	390	3	490	490	NUM
easat-1441	390	4	,	,	PUNCT
easat-1441	390	5	2000	2000	NUM
easat-1441	390	6	.	.	PUNCT
easat-1441	391	1	[	[	X
easat-1441	391	2	10	10	NUM
easat-1441	391	3	]	]	X
easat-1441	391	4	s.	s.	PROPN
easat-1441	391	5	hassanpour	hassanpour	PROPN
easat-1441	391	6	and	and	CCONJ
easat-1441	391	7	a.	a.	NOUN
easat-1441	391	8	a.	a.	NOUN
easat-1441	391	9	rassafi	rassafi	PROPN
easat-1441	391	10	,	,	PUNCT
easat-1441	391	11	"	"	PUNCT
easat-1441	391	12	agent	agent	NOUN
easat-1441	391	13	-	-	PUNCT
easat-1441	391	14	based	base	VERB
easat-1441	391	15	simulation	simulation	NOUN
easat-1441	391	16	for	for	ADP
easat-1441	391	17	pedestrian	pedestrian	NOUN
easat-1441	391	18	evacuation	evacuation	NOUN
easat-1441	391	19	behaviour	behaviour	NOUN
easat-1441	391	20	using	use	VERB
easat-1441	391	21	the	the	DET
easat-1441	391	22	affordance	affordance	ADJ
easat-1441	391	23	concept	concept	NOUN
easat-1441	391	24	,	,	PUNCT
easat-1441	391	25	"	"	PUNCT
easat-1441	391	26	ksce	ksce	PROPN
easat-1441	391	27	j.	j.	PROPN
easat-1441	391	28	civ	civ	PROPN
easat-1441	391	29	.	.	PUNCT
easat-1441	392	1	eng	eng	PROPN
easat-1441	392	2	.	.	PROPN
easat-1441	392	3	,	,	PUNCT
easat-1441	392	4	vol	vol	NOUN
easat-1441	392	5	.	.	PROPN
easat-1441	393	1	25	25	NUM
easat-1441	393	2	,	,	PUNCT
easat-1441	393	3	no	no	INTJ
easat-1441	393	4	.	.	NOUN
easat-1441	393	5	4	4	NUM
easat-1441	393	6	,	,	PUNCT
easat-1441	393	7	pp	pp	ADJ
easat-1441	393	8	.	.	PUNCT
easat-1441	394	1	1433	1433	NUM
easat-1441	394	2	-	-	SYM
easat-1441	394	3	1445	1445	NUM
easat-1441	394	4	,	,	PUNCT
easat-1441	394	5	2021	2021	NUM
easat-1441	394	6	.	.	PUNCT
easat-1441	395	1	[	[	X
easat-1441	395	2	11	11	NUM
easat-1441	395	3	]	]	PUNCT
easat-1441	395	4	m.	m.	NOUN
easat-1441	395	5	junaid	junaid	PROPN
easat-1441	395	6	,	,	PUNCT
easat-1441	395	7	w.	w.	PROPN
easat-1441	395	8	h.	h.	PROPN
easat-1441	395	9	bangyal	bangyal	PROPN
easat-1441	395	10	,	,	PUNCT
easat-1441	395	11	and	and	CCONJ
easat-1441	395	12	j.	j.	PROPN
easat-1441	395	13	ahmad	ahmad	PROPN
easat-1441	395	14	,	,	PUNCT
easat-1441	395	15	"	"	PUNCT
easat-1441	395	16	a	a	DET
easat-1441	395	17	novel	novel	ADJ
easat-1441	395	18	bat	bat	NOUN
easat-1441	395	19	algorithm	algorithm	NOUN
easat-1441	395	20	using	use	VERB
easat-1441	395	21	sobol	sobol	NOUN
easat-1441	395	22	sequence	sequence	NOUN
easat-1441	395	23	for	for	ADP
easat-1441	395	24	the	the	DET
easat-1441	395	25	initialization	initialization	NOUN
easat-1441	395	26	of	of	ADP
easat-1441	395	27	population	population	NOUN
easat-1441	395	28	,	,	PUNCT
easat-1441	395	29	"	"	PUNCT
easat-1441	395	30	in	in	ADP
easat-1441	395	31	2020	2020	NUM
easat-1441	395	32	ieee	ieee	NOUN
easat-1441	395	33	23rd	23rd	ADJ
easat-1441	395	34	int	int	NOUN
easat-1441	395	35	.	.	PUNCT
easat-1441	396	1	multitopic	multitopic	ADJ
easat-1441	396	2	conf	conf	NOUN
easat-1441	396	3	.	.	PUNCT
easat-1441	397	1	(	(	PUNCT
easat-1441	397	2	inmic	inmic	ADJ
easat-1441	397	3	)	)	PUNCT
easat-1441	397	4	,	,	PUNCT
easat-1441	397	5	ieee	ieee	NOUN
easat-1441	397	6	,	,	PUNCT
easat-1441	397	7	2020	2020	NUM
easat-1441	397	8	.	.	PUNCT
easat-1441	398	1	[	[	X
easat-1441	398	2	12	12	NUM
easat-1441	398	3	]	]	PUNCT
easat-1441	398	4	c.-y	c.-y	NOUN
easat-1441	398	5	.	.	PUNCT
easat-1441	399	1	lee	lee	PROPN
easat-1441	399	2	and	and	CCONJ
easat-1441	399	3	g.-l	g.-l	PROPN
easat-1441	399	4	.	.	PUNCT
easat-1441	400	1	zhuo	zhuo	PROPN
easat-1441	400	2	,	,	PUNCT
easat-1441	400	3	"	"	PUNCT
easat-1441	400	4	a	a	DET
easat-1441	400	5	hybrid	hybrid	ADJ
easat-1441	400	6	whale	whale	NOUN
easat-1441	400	7	optimization	optimization	NOUN
easat-1441	400	8	algorithm	algorithm	NOUN
easat-1441	400	9	for	for	ADP
easat-1441	400	10	global	global	ADJ
easat-1441	400	11	optimization	optimization	NOUN
easat-1441	400	12	,	,	PUNCT
easat-1441	400	13	"	"	PUNCT
easat-1441	400	14	mathematics	mathematic	NOUN
easat-1441	400	15	,	,	PUNCT
easat-1441	400	16	vol	vol	NOUN
easat-1441	400	17	.	.	PROPN
easat-1441	400	18	9	9	NUM
easat-1441	400	19	,	,	PUNCT
easat-1441	400	20	no	no	INTJ
easat-1441	400	21	.	.	NOUN
easat-1441	400	22	13	13	NUM
easat-1441	400	23	,	,	PUNCT
easat-1441	400	24	1477	1477	NUM
easat-1441	400	25	,	,	PUNCT
easat-1441	400	26	2021	2021	NUM
easat-1441	400	27	.	.	PUNCT
easat-1441	401	1	[	[	X
easat-1441	401	2	13	13	NUM
easat-1441	401	3	]	]	X
easat-1441	401	4	n.	n.	PROPN
easat-1441	401	5	w.	w.	PROPN
easat-1441	401	6	hidayat	hidayat	PROPN
easat-1441	401	7	and	and	CCONJ
easat-1441	401	8	f.	f.	PROPN
easat-1441	401	9	budiman	budiman	PROPN
easat-1441	401	10	,	,	PUNCT
easat-1441	401	11	"	"	PUNCT
easat-1441	401	12	whale	whale	NOUN
easat-1441	401	13	optimization	optimization	NOUN
easat-1441	401	14	algorithm	algorithm	NOUN
easat-1441	401	15	bat	bat	NOUN
easat-1441	401	16	chaotic	chaotic	ADJ
easat-1441	401	17	map	map	NOUN
easat-1441	401	18	multi	multi	PROPN
easat-1441	401	19	frekuensi	frekuensi	NOUN
easat-1441	401	20	for	for	ADP
easat-1441	401	21	finding	find	VERB
easat-1441	401	22	optimum	optimum	ADJ
easat-1441	401	23	value	value	NOUN
easat-1441	401	24	,	,	PUNCT
easat-1441	401	25	"	"	PUNCT
easat-1441	401	26	j.	j.	PROPN
easat-1441	401	27	appl	appl	PROPN
easat-1441	401	28	.	.	PROPN
easat-1441	402	1	intell	intell	PROPN
easat-1441	402	2	.	.	PUNCT
easat-1441	403	1	syst	syst	PROPN
easat-1441	403	2	.	.	PUNCT
easat-1441	403	3	,	,	PUNCT
easat-1441	403	4	vol	vol	NOUN
easat-1441	403	5	.	.	PROPN
easat-1441	403	6	5	5	NUM
easat-1441	403	7	,	,	PUNCT
easat-1441	403	8	no	no	INTJ
easat-1441	403	9	.	.	NOUN
easat-1441	403	10	2	2	NUM
easat-1441	403	11	,	,	PUNCT
easat-1441	403	12	pp	pp	ADJ
easat-1441	403	13	.	.	PUNCT
easat-1441	404	1	80	80	NUM
easat-1441	404	2	-	-	SYM
easat-1441	404	3	90	90	NUM
easat-1441	404	4	,	,	PUNCT
easat-1441	404	5	2020	2020	NUM
easat-1441	404	6	.	.	PUNCT
easat-1441	405	1	[	[	X
easat-1441	405	2	14	14	NUM
easat-1441	405	3	]	]	X
easat-1441	405	4	h.	h.	PROPN
easat-1441	405	5	m.	m.	PROPN
easat-1441	405	6	mohammed	mohammed	PROPN
easat-1441	405	7	,	,	PUNCT
easat-1441	405	8	s.	s.	PROPN
easat-1441	405	9	u.	u.	PROPN
easat-1441	405	10	umar	umar	PROPN
easat-1441	405	11	,	,	PUNCT
easat-1441	405	12	and	and	CCONJ
easat-1441	405	13	t.	t.	PROPN
easat-1441	405	14	a.	a.	PROPN
easat-1441	405	15	rashid	rashid	PROPN
easat-1441	405	16	,	,	PUNCT
easat-1441	405	17	"	"	PUNCT
easat-1441	405	18	a	a	DET
easat-1441	405	19	systematic	systematic	ADJ
easat-1441	405	20	and	and	CCONJ
easat-1441	405	21	meta	meta	ADJ
easat-1441	405	22	-	-	PUNCT
easat-1441	405	23	analysis	analysis	NOUN
easat-1441	405	24	survey	survey	NOUN
easat-1441	405	25	of	of	ADP
easat-1441	405	26	whale	whale	NOUN
easat-1441	405	27	optimization	optimization	NOUN
easat-1441	405	28	algorithm	algorithm	NOUN
easat-1441	405	29	,	,	PUNCT
easat-1441	405	30	"	"	PUNCT
easat-1441	405	31	comput	comput	NOUN
easat-1441	405	32	.	.	PUNCT
easat-1441	406	1	intell	intell	PROPN
easat-1441	406	2	.	.	PUNCT
easat-1441	407	1	neurosci	neurosci	PROPN
easat-1441	407	2	.	.	PROPN
easat-1441	407	3	,	,	PUNCT
easat-1441	407	4	2019	2019	NUM
easat-1441	407	5	.	.	PUNCT
easat-1441	408	1	[	[	X
easat-1441	408	2	15	15	NUM
easat-1441	408	3	]	]	X
easat-1441	408	4	m.	m.	NOUN
easat-1441	408	5	zhong	zhong	PROPN
easat-1441	408	6	and	and	CCONJ
easat-1441	408	7	w.	w.	PROPN
easat-1441	408	8	long	long	PROPN
easat-1441	408	9	,	,	PUNCT
easat-1441	408	10	"	"	PUNCT
easat-1441	408	11	whale	whale	NOUN
easat-1441	408	12	optimization	optimization	NOUN
easat-1441	408	13	algorithm	algorithm	NOUN
easat-1441	408	14	with	with	ADP
easat-1441	408	15	nonlinear	nonlinear	PROPN
easat-1441	408	16	control	control	PROPN
easat-1441	408	17	parameter	parameter	NOUN
easat-1441	408	18	,	,	PUNCT
easat-1441	408	19	"	"	PUNCT
easat-1441	408	20	in	in	ADP
easat-1441	408	21	matec	matec	ADJ
easat-1441	408	22	web	web	NOUN
easat-1441	408	23	of	of	ADP
easat-1441	408	24	conferences	conference	NOUN
easat-1441	408	25	,	,	PUNCT
easat-1441	408	26	edp	edp	NOUN
easat-1441	408	27	sciences	sciences	PROPN
easat-1441	408	28	,	,	PUNCT
easat-1441	408	29	2017	2017	NUM
easat-1441	408	30	.	.	PUNCT
easat-1441	409	1	[	[	X
easat-1441	409	2	16	16	NUM
easat-1441	409	3	]	]	PUNCT
easat-1441	409	4	x.	x.	PROPN
easat-1441	409	5	s.	s.	PROPN
easat-1441	409	6	yang	yang	PROPN
easat-1441	409	7	,	,	PUNCT
easat-1441	409	8	"	"	PUNCT
easat-1441	409	9	a	a	DET
easat-1441	409	10	new	new	ADJ
easat-1441	409	11	metaheuristic	metaheuristic	ADJ
easat-1441	409	12	bat	bat	NOUN
easat-1441	409	13	-	-	PUNCT
easat-1441	409	14	inspired	inspire	VERB
easat-1441	409	15	algorithm	algorithm	NOUN
easat-1441	409	16	,	,	PUNCT
easat-1441	409	17	"	"	PUNCT
easat-1441	409	18	in	in	ADP
easat-1441	409	19	nature	nature	NOUN
easat-1441	409	20	inspired	inspire	VERB
easat-1441	409	21	cooperative	cooperative	ADJ
easat-1441	409	22	strategies	strategy	NOUN
easat-1441	409	23	for	for	ADP
easat-1441	409	24	optimization	optimization	NOUN
easat-1441	409	25	(	(	PUNCT
easat-1441	409	26	nicso	nicso	NOUN
easat-1441	409	27	2010	2010	NUM
easat-1441	409	28	)	)	PUNCT
easat-1441	409	29	.	.	PUNCT
easat-1441	410	1	[	[	X
easat-1441	410	2	17	17	NUM
easat-1441	410	3	]	]	X
easat-1441	410	4	g.	g.	PROPN
easat-1441	410	5	li	li	PROPN
easat-1441	410	6	and	and	CCONJ
easat-1441	410	7	y.	y.	PROPN
easat-1441	410	8	deng	deng	PROPN
easat-1441	410	9	,	,	PUNCT
easat-1441	410	10	"	"	PUNCT
easat-1441	410	11	crowd	crowd	NOUN
easat-1441	410	12	dynamics	dynamic	NOUN
easat-1441	410	13	analysis	analysis	NOUN
easat-1441	410	14	using	use	VERB
easat-1441	410	15	a	a	DET
easat-1441	410	16	bio	bio	ADJ
easat-1441	410	17	-	-	PUNCT
easat-1441	410	18	inspired	inspire	VERB
easat-1441	410	19	model	model	NOUN
easat-1441	410	20	,	,	PUNCT
easat-1441	410	21	"	"	PUNCT
easat-1441	410	22	in	in	ADP
easat-1441	410	23	proc	proc	NOUN
easat-1441	410	24	.	.	PUNCT
easat-1441	411	1	ieee	ieee	PROPN
easat-1441	411	2	int	int	PROPN
easat-1441	411	3	.	.	PUNCT
easat-1441	412	1	power	power	NOUN
easat-1441	412	2	electron	electron	PROPN
easat-1441	412	3	.	.	PUNCT
easat-1441	413	1	control	control	PROPN
easat-1441	413	2	eng	eng	PROPN
easat-1441	413	3	.	.	PROPN
easat-1441	413	4	conf	conf	PROPN
easat-1441	413	5	.	.	PUNCT
easat-1441	414	1	(	(	PUNCT
easat-1441	414	2	ipec	ipec	NOUN
easat-1441	414	3	)	)	PUNCT
easat-1441	414	4	,	,	PUNCT
easat-1441	414	5	2021	2021	NUM
easat-1441	414	6	,	,	PUNCT
easat-1441	414	7	art	art	NOUN
easat-1441	414	8	.	.	PUNCT
easat-1441	415	1	no	no	INTJ
easat-1441	415	2	.	.	NOUN
easat-1441	416	1	9421275	9421275	NUM
easat-1441	416	2	.	.	PUNCT
easat-1441	417	1	[	[	X
easat-1441	417	2	18	18	NUM
easat-1441	417	3	]	]	X
easat-1441	417	4	j.	j.	PROPN
easat-1441	417	5	xue	xue	PROPN
easat-1441	417	6	,	,	PUNCT
easat-1441	417	7	h.-c	h.-c	PROPN
easat-1441	417	8	.	.	PUNCT
easat-1441	418	1	yang	yang	PROPN
easat-1441	418	2	,	,	PUNCT
easat-1441	418	3	m.	m.	PROPN
easat-1441	418	4	zhang	zhang	PROPN
easat-1441	418	5	,	,	PUNCT
easat-1441	418	6	z.	z.	PROPN
easat-1441	418	7	wang	wang	PROPN
easat-1441	418	8	,	,	PUNCT
easat-1441	418	9	and	and	CCONJ
easat-1441	418	10	l.	l.	PROPN
easat-1441	418	11	shi	shi	PROPN
easat-1441	418	12	,	,	PUNCT
easat-1441	418	13	"	"	PUNCT
easat-1441	418	14	crowd	crowd	NOUN
easat-1441	418	15	evacuation	evacuation	NOUN
easat-1441	418	16	conflicts	conflict	NOUN
easat-1441	418	17	simulation	simulation	NOUN
easat-1441	418	18	based	base	VERB
easat-1441	418	19	cellular	cellular	ADJ
easat-1441	418	20	automaton	automaton	NOUN
easat-1441	418	21	integrating	integrating	NOUN
easat-1441	418	22	game	game	NOUN
easat-1441	418	23	theory	theory	NOUN
easat-1441	418	24	,	,	PUNCT
easat-1441	418	25	"	"	PUNCT
easat-1441	418	26	in	in	ADP
easat-1441	418	27	proc	proc	NOUN
easat-1441	418	28	.	.	PUNCT
easat-1441	418	29	acm	acm	PROPN
easat-1441	418	30	int	int	PROPN
easat-1441	418	31	.	.	PUNCT
easat-1441	418	32	conf	conf	PROPN
easat-1441	418	33	.	.	PUNCT
easat-1441	419	1	proc	proc	PROPN
easat-1441	419	2	.	.	PUNCT
easat-1441	420	1	ser	ser	PROPN
easat-1441	420	2	.	.	PROPN
easat-1441	420	3	,	,	PUNCT
easat-1441	420	4	dec	dec	PROPN
easat-1441	420	5	.	.	PROPN
easat-1441	420	6	2022	2022	NUM
easat-1441	420	7	,	,	PUNCT
easat-1441	420	8	art	art	NOUN
easat-1441	420	9	.	.	PUNCT
easat-1441	421	1	no	no	INTJ
easat-1441	421	2	.	.	NOUN
easat-1441	422	1	3574445	3574445	NUM
easat-1441	422	2	.	.	PUNCT
easat-1441	423	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-1441	423	2	672	672	NUM
easat-1441	423	3	edelweiss	edelweiss	PROPN
easat-1441	423	4	applied	apply	VERB
easat-1441	423	5	science	science	NOUN
easat-1441	423	6	and	and	CCONJ
easat-1441	423	7	technology	technology	NOUN
easat-1441	423	8	issn	issn	PROPN
easat-1441	423	9	:	:	PUNCT
easat-1441	423	10	2576	2576	NUM
easat-1441	423	11	-	-	SYM
easat-1441	423	12	8484	8484	NUM
easat-1441	423	13	vol	vol	NOUN
easat-1441	423	14	.	.	PROPN
easat-1441	424	1	8	8	NUM
easat-1441	424	2	,	,	PUNCT
easat-1441	424	3	no	no	INTJ
easat-1441	424	4	.	.	NOUN
easat-1441	425	1	4	4	NUM
easat-1441	425	2	:	:	PUNCT
easat-1441	425	3	656	656	NUM
easat-1441	425	4	-	-	SYM
easat-1441	425	5	672	672	NUM
easat-1441	425	6	,	,	PUNCT
easat-1441	425	7	2024	2024	NUM
easat-1441	425	8	doi	doi	NOUN
easat-1441	425	9	:	:	PUNCT
easat-1441	425	10	10.55214/25768484.v8i4.1441	10.55214/25768484.v8i4.1441	NUM
easat-1441	425	11	©	©	NOUN
easat-1441	425	12	2024	2024	NUM
easat-1441	425	13	by	by	ADP
easat-1441	425	14	the	the	DET
easat-1441	425	15	authors	author	NOUN
easat-1441	425	16	;	;	PUNCT
easat-1441	425	17	licensee	licensee	PROPN
easat-1441	425	18	learning	learning	NOUN
easat-1441	425	19	gate	gate	NOUN
easat-1441	426	1	[	[	X
easat-1441	426	2	19	19	NUM
easat-1441	426	3	]	]	PUNCT
easat-1441	426	4	l.	l.	PROPN
easat-1441	426	5	li	li	PROPN
easat-1441	426	6	and	and	CCONJ
easat-1441	426	7	b.	b.	PROPN
easat-1441	426	8	wang	wang	PROPN
easat-1441	426	9	,	,	PUNCT
easat-1441	426	10	"	"	PUNCT
easat-1441	426	11	simulation	simulation	NOUN
easat-1441	426	12	study	study	NOUN
easat-1441	426	13	on	on	ADP
easat-1441	426	14	room	room	NOUN
easat-1441	426	15	crowd	crowd	NOUN
easat-1441	426	16	evacuation	evacuation	NOUN
easat-1441	426	17	under	under	ADP
easat-1441	426	18	panic	panic	NOUN
easat-1441	426	19	emotion	emotion	NOUN
easat-1441	426	20	infection	infection	NOUN
easat-1441	426	21	,	,	PUNCT
easat-1441	426	22	"	"	PUNCT
easat-1441	426	23	adv	adv	PROPN
easat-1441	426	24	.	.	PUNCT
easat-1441	426	25	transdiscipl	transdiscipl	PROPN
easat-1441	426	26	.	.	PUNCT
easat-1441	427	1	eng	eng	PROPN
easat-1441	427	2	.	.	PROPN
easat-1441	427	3	,	,	PUNCT
easat-1441	427	4	vol	vol	NOUN
easat-1441	427	5	.	.	PROPN
easat-1441	427	6	17	17	NUM
easat-1441	427	7	,	,	PUNCT
easat-1441	427	8	pp	pp	ADJ
easat-1441	427	9	.	.	PUNCT
easat-1441	428	1	101	101	NUM
easat-1441	428	2	-	-	SYM
easat-1441	428	3	108	108	NUM
easat-1441	428	4	,	,	PUNCT
easat-1441	428	5	feb	feb	PROPN
easat-1441	428	6	.	.	PROPN
easat-1441	428	7	2022	2022	NUM
easat-1441	428	8	.	.	PUNCT
easat-1441	429	1	[	[	X
easat-1441	429	2	20	20	NUM
easat-1441	429	3	]	]	X
easat-1441	429	4	n.	n.	PROPN
easat-1441	429	5	khamis	khamis	PROPN
easat-1441	429	6	,	,	PUNCT
easat-1441	429	7	h.	h.	PROPN
easat-1441	429	8	selamat	selamat	PROPN
easat-1441	429	9	,	,	PUNCT
easat-1441	429	10	f.	f.	PROPN
easat-1441	429	11	s.	s.	PROPN
easat-1441	429	12	ismail	ismail	PROPN
easat-1441	429	13	,	,	PUNCT
easat-1441	429	14	and	and	CCONJ
easat-1441	429	15	o.	o.	PROPN
easat-1441	429	16	f.	f.	PROPN
easat-1441	429	17	lutfy	lutfy	PROPN
easat-1441	429	18	,	,	PUNCT
easat-1441	429	19	"	"	PUNCT
easat-1441	429	20	optimal	optimal	ADJ
easat-1441	429	21	exit	exit	NOUN
easat-1441	429	22	configuration	configuration	NOUN
easat-1441	429	23	of	of	ADP
easat-1441	429	24	factory	factory	NOUN
easat-1441	429	25	layout	layout	NOUN
easat-1441	429	26	for	for	ADP
easat-1441	429	27	a	a	DET
easat-1441	429	28	safer	safe	ADJ
easat-1441	429	29	emergency	emergency	NOUN
easat-1441	429	30	evacuation	evacuation	NOUN
easat-1441	429	31	using	use	VERB
easat-1441	429	32	crowd	crowd	NOUN
easat-1441	429	33	simulation	simulation	NOUN
easat-1441	429	34	model	model	NOUN
easat-1441	429	35	and	and	CCONJ
easat-1441	429	36	multi	multi	ADJ
easat-1441	429	37	-	-	ADJ
easat-1441	429	38	objective	objective	ADJ
easat-1441	429	39	artificial	artificial	ADJ
easat-1441	429	40	bee	bee	NOUN
easat-1441	429	41	colony	colony	NOUN
easat-1441	429	42	optimization	optimization	NOUN
easat-1441	429	43	,	,	PUNCT
easat-1441	429	44	"	"	PUNCT
easat-1441	429	45	int	int	NOUN
easat-1441	429	46	.	.	PUNCT
easat-1441	430	1	j.	j.	PROPN
easat-1441	430	2	integr	integr	PROPN
easat-1441	430	3	.	.	PUNCT
easat-1441	431	1	eng	eng	PROPN
easat-1441	431	2	.	.	PROPN
easat-1441	431	3	,	,	PUNCT
easat-1441	431	4	vol	vol	NOUN
easat-1441	431	5	.	.	PROPN
easat-1441	431	6	11	11	NUM
easat-1441	431	7	,	,	PUNCT
easat-1441	431	8	no	no	INTJ
easat-1441	431	9	.	.	NOUN
easat-1441	431	10	4	4	NUM
easat-1441	431	11	,	,	PUNCT
easat-1441	431	12	pp	pp	ADJ
easat-1441	431	13	.	.	PUNCT
easat-1441	432	1	228	228	NUM
easat-1441	432	2	-	-	SYM
easat-1441	432	3	237	237	NUM
easat-1441	432	4	,	,	PUNCT
easat-1441	432	5	sep	sep	PROPN
easat-1441	432	6	.	.	PROPN
easat-1441	433	1	2019	2019	NUM
easat-1441	433	2	.	.	PUNCT
easat-1441	434	1	[	[	X
easat-1441	434	2	21	21	NUM
easat-1441	434	3	]	]	X
easat-1441	434	4	n.	n.	PROPN
easat-1441	434	5	khamis	khamis	PROPN
easat-1441	434	6	,	,	PUNCT
easat-1441	434	7	h.	h.	PROPN
easat-1441	434	8	selamat	selamat	PROPN
easat-1441	434	9	,	,	PUNCT
easat-1441	434	10	f.	f.	PROPN
easat-1441	434	11	s.	s.	PROPN
easat-1441	434	12	ismail	ismail	PROPN
easat-1441	434	13	,	,	PUNCT
easat-1441	434	14	and	and	CCONJ
easat-1441	434	15	o.	o.	PROPN
easat-1441	434	16	f.	f.	PROPN
easat-1441	434	17	lutfy	lutfy	PROPN
easat-1441	434	18	,	,	PUNCT
easat-1441	434	19	"	"	PUNCT
easat-1441	434	20	optimal	optimal	ADJ
easat-1441	434	21	exit	exit	NOUN
easat-1441	434	22	configuration	configuration	NOUN
easat-1441	434	23	of	of	ADP
easat-1441	434	24	factory	factory	NOUN
easat-1441	434	25	layout	layout	NOUN
easat-1441	434	26	for	for	ADP
easat-1441	434	27	a	a	DET
easat-1441	434	28	safer	safe	ADJ
easat-1441	434	29	emergency	emergency	NOUN
easat-1441	434	30	evacuation	evacuation	NOUN
easat-1441	434	31	using	use	VERB
easat-1441	434	32	crowd	crowd	NOUN
easat-1441	434	33	simulation	simulation	NOUN
easat-1441	434	34	model	model	NOUN
easat-1441	434	35	and	and	CCONJ
easat-1441	434	36	multi	multi	ADJ
easat-1441	434	37	-	-	ADJ
easat-1441	434	38	objective	objective	ADJ
easat-1441	434	39	artificial	artificial	ADJ
easat-1441	434	40	bee	bee	NOUN
easat-1441	434	41	colony	colony	NOUN
easat-1441	434	42	optimization	optimization	NOUN
easat-1441	434	43	,	,	PUNCT
easat-1441	434	44	"	"	PUNCT
easat-1441	434	45	int	int	NOUN
easat-1441	434	46	.	.	PUNCT
easat-1441	435	1	j.	j.	PROPN
easat-1441	435	2	integr	integr	PROPN
easat-1441	435	3	.	.	PUNCT
easat-1441	436	1	eng	eng	PROPN
easat-1441	436	2	.	.	PROPN
easat-1441	436	3	,	,	PUNCT
easat-1441	436	4	vol	vol	NOUN
easat-1441	436	5	.	.	PROPN
easat-1441	436	6	11	11	NUM
easat-1441	436	7	,	,	PUNCT
easat-1441	436	8	no	no	INTJ
easat-1441	436	9	.	.	NOUN
easat-1441	436	10	4	4	NUM
easat-1441	436	11	,	,	PUNCT
easat-1441	436	12	pp	pp	ADJ
easat-1441	436	13	.	.	PUNCT
easat-1441	437	1	228	228	NUM
easat-1441	437	2	-	-	SYM
easat-1441	437	3	237	237	NUM
easat-1441	437	4	,	,	PUNCT
easat-1441	437	5	sep	sep	PROPN
easat-1441	437	6	.	.	PROPN
easat-1441	438	1	2019	2019	NUM
easat-1441	438	2	.	.	PUNCT
easat-1441	439	1	doi	doi	NOUN
easat-1441	439	2	:	:	PUNCT
easat-1441	439	3	10.30880	10.30880	NUM
easat-1441	439	4	/	/	SYM
easat-1441	439	5	ijie.2019.11.04.020	ijie.2019.11.04.020	NOUN
easat-1441	439	6	.	.	PUNCT
easat-1441	440	1	[	[	X
easat-1441	440	2	22	22	NUM
easat-1441	440	3	]	]	PUNCT
easat-1441	440	4	m.	m.	NOUN
easat-1441	440	5	zhou	zhou	PROPN
easat-1441	440	6	,	,	PUNCT
easat-1441	440	7	h.-r	h.-r	PROPN
easat-1441	440	8	.	.	PUNCT
easat-1441	441	1	dong	dong	PROPN
easat-1441	441	2	,	,	PUNCT
easat-1441	441	3	x.	x.	PROPN
easat-1441	441	4	wang	wang	PROPN
easat-1441	441	5	,	,	PUNCT
easat-1441	441	6	x.	x.	PROPN
easat-1441	441	7	hu	hu	PROPN
easat-1441	441	8	,	,	PUNCT
easat-1441	441	9	and	and	CCONJ
easat-1441	441	10	s.	s.	PROPN
easat-1441	441	11	ge	ge	PROPN
easat-1441	441	12	,	,	PUNCT
easat-1441	441	13	"	"	PUNCT
easat-1441	441	14	modeling	modeling	NOUN
easat-1441	441	15	and	and	CCONJ
easat-1441	441	16	simulation	simulation	NOUN
easat-1441	441	17	of	of	ADP
easat-1441	441	18	crowd	crowd	NOUN
easat-1441	441	19	evacuation	evacuation	NOUN
easat-1441	441	20	with	with	ADP
easat-1441	441	21	signs	sign	NOUN
easat-1441	441	22	at	at	ADP
easat-1441	441	23	subway	subway	NOUN
easat-1441	441	24	platform	platform	NOUN
easat-1441	441	25	:	:	PUNCT
easat-1441	441	26	a	a	DET
easat-1441	441	27	case	case	NOUN
easat-1441	441	28	study	study	NOUN
easat-1441	441	29	of	of	ADP
easat-1441	441	30	beijing	beijing	PROPN
easat-1441	441	31	subway	subway	NOUN
easat-1441	441	32	stations	station	NOUN
easat-1441	441	33	,	,	PUNCT
easat-1441	441	34	"	"	PUNCT
easat-1441	441	35	ieee	ieee	NOUN
easat-1441	441	36	trans	trans	PROPN
easat-1441	441	37	.	.	PUNCT
easat-1441	442	1	intell	intell	PROPN
easat-1441	442	2	.	.	PUNCT
easat-1441	443	1	transp	transp	PROPN
easat-1441	443	2	.	.	PUNCT
easat-1441	444	1	syst	syst	PROPN
easat-1441	444	2	.	.	PUNCT
easat-1441	444	3	,	,	PUNCT
easat-1441	444	4	vol	vol	NOUN
easat-1441	444	5	.	.	PROPN
easat-1441	445	1	23	23	NUM
easat-1441	445	2	,	,	PUNCT
easat-1441	445	3	no	no	INTJ
easat-1441	445	4	.	.	NOUN
easat-1441	445	5	2	2	NUM
easat-1441	445	6	,	,	PUNCT
easat-1441	445	7	pp	pp	ADJ
easat-1441	445	8	.	.	PUNCT
easat-1441	445	9	12541265	12541265	NUM
easat-1441	445	10	,	,	PUNCT
easat-1441	445	11	feb	feb	PROPN
easat-1441	445	12	.	.	PROPN
easat-1441	445	13	2022	2022	NUM
easat-1441	445	14	.	.	PUNCT
easat-1441	446	1	doi	doi	NOUN
easat-1441	446	2	:	:	PUNCT
easat-1441	446	3	10.1109	10.1109	NUM
easat-1441	446	4	/	/	SYM
easat-1441	446	5	tits.2020.3027542	tits.2020.3027542	NUM
easat-1441	446	6	.	.	PUNCT
easat-1441	447	1	[	[	X
easat-1441	447	2	23	23	NUM
easat-1441	447	3	]	]	PUNCT
easat-1441	447	4	h.	h.	PROPN
easat-1441	447	5	wu	wu	PROPN
easat-1441	447	6	,	,	PUNCT
easat-1441	447	7	c.	c.	PROPN
easat-1441	447	8	wang	wang	PROPN
easat-1441	447	9	,	,	PUNCT
easat-1441	447	10	and	and	CCONJ
easat-1441	447	11	g.	g.	PROPN
easat-1441	447	12	he	he	PRON
easat-1441	447	13	,	,	PUNCT
easat-1441	447	14	"	"	PUNCT
easat-1441	447	15	dynamic	dynamic	ADJ
easat-1441	447	16	leader	leader	NOUN
easat-1441	447	17	role	role	NOUN
easat-1441	447	18	modeling	modeling	NOUN
easat-1441	447	19	for	for	ADP
easat-1441	447	20	self‐organizing	self‐organize	VERB
easat-1441	447	21	crowd	crowd	NOUN
easat-1441	447	22	evacuation	evacuation	NOUN
easat-1441	447	23	simulation	simulation	NOUN
easat-1441	447	24	,	,	PUNCT
easat-1441	447	25	"	"	PUNCT
easat-1441	447	26	comput	comput	NOUN
easat-1441	447	27	.	.	PUNCT
easat-1441	448	1	animat	animat	ADJ
easat-1441	448	2	.	.	PUNCT
easat-1441	449	1	virtual	virtual	ADJ
easat-1441	449	2	worlds	world	NOUN
easat-1441	449	3	,	,	PUNCT
easat-1441	449	4	vol	vol	NOUN
easat-1441	449	5	.	.	PROPN
easat-1441	449	6	33	33	NUM
easat-1441	449	7	,	,	PUNCT
easat-1441	449	8	no	no	INTJ
easat-1441	449	9	.	.	NOUN
easat-1441	449	10	4	4	NUM
easat-1441	449	11	-	-	SYM
easat-1441	449	12	5	5	NUM
easat-1441	449	13	,	,	PUNCT
easat-1441	449	14	art	art	NOUN
easat-1441	449	15	.	.	PUNCT
easat-1441	450	1	no	no	INTJ
easat-1441	450	2	.	.	PUNCT
easat-1441	451	1	e2115	e2115	PROPN
easat-1441	451	2	,	,	PUNCT
easat-1441	451	3	aug	aug	PROPN
easat-1441	451	4	.	.	PROPN
easat-1441	451	5	2022	2022	NUM
easat-1441	451	6	.	.	PUNCT
easat-1441	452	1	doi	doi	NOUN
easat-1441	452	2	:	:	PUNCT
easat-1441	452	3	10.1002	10.1002	NUM
easat-1441	452	4	/	/	SYM
easat-1441	452	5	cav.2115	cav.2115	PROPN
easat-1441	452	6	.	.	PUNCT
easat-1441	453	1	tongtong	tongtong	PROPN
easat-1441	453	2	yu	yu	PROPN
easat-1441	453	3	et	et	PROPN
easat-1441	453	4	al	al	PROPN
easat-1441	453	5	.	.	PUNCT
easat-1441	454	1	"	"	PUNCT
easat-1441	454	2	modeling	modeling	NOUN
easat-1441	454	3	and	and	CCONJ
easat-1441	454	4	simulation	simulation	NOUN
easat-1441	454	5	of	of	ADP
easat-1441	454	6	evacuation	evacuation	NOUN
easat-1441	454	7	based	base	VERB
easat-1441	454	8	on	on	ADP
easat-1441	454	9	bat	bat	NOUN
easat-1441	454	10	algorithm	algorithm	NOUN
easat-1441	454	11	,	,	PUNCT
easat-1441	454	12	"	"	PUNCT
easat-1441	454	13	2019	2019	NUM
easat-1441	454	14	iop	iop	PROPN
easat-1441	454	15	conf	conf	NOUN
easat-1441	454	16	.	.	PUNCT
easat-1441	455	1	ser	ser	PROPN
easat-1441	455	2	.	.	PUNCT
easat-1441	455	3	:	:	PUNCT
easat-1441	456	1	earth	earth	PROPN
easat-1441	456	2	environ	environ	X
easat-1441	456	3	.	.	PUNCT
easat-1441	457	1	sci	sci	PROPN
easat-1441	457	2	.	.	PROPN
easat-1441	458	1	267	267	NUM
easat-1441	458	2	032017	032017	NUM
easat-1441	458	3	.	.	PUNCT
easat-1441	459	1	[	[	X
easat-1441	459	2	24	24	NUM
easat-1441	459	3	]	]	PUNCT
easat-1441	459	4	l.	l.	PROPN
easat-1441	459	5	chen	chen	PROPN
easat-1441	459	6	,	,	PUNCT
easat-1441	459	7	q.	q.	PROPN
easat-1441	459	8	zheng	zheng	PROPN
easat-1441	459	9	,	,	PUNCT
easat-1441	459	10	k.	k.	PROPN
easat-1441	459	11	li	li	PROPN
easat-1441	459	12	,	,	PUNCT
easat-1441	459	13	q.	q.	PROPN
easat-1441	459	14	li	li	PROPN
easat-1441	459	15	,	,	PUNCT
easat-1441	459	16	and	and	CCONJ
easat-1441	459	17	j.	j.	PROPN
easat-1441	459	18	zhang	zhang	PROPN
easat-1441	459	19	,	,	PUNCT
easat-1441	459	20	"	"	PUNCT
easat-1441	459	21	emergency	emergency	NOUN
easat-1441	459	22	evacuation	evacuation	NOUN
easat-1441	459	23	from	from	ADP
easat-1441	459	24	multi	multi	ADJ
easat-1441	459	25	-	-	ADJ
easat-1441	459	26	exits	exit	VERB
easat-1441	459	27	rooms	room	NOUN
easat-1441	459	28	in	in	ADP
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easat-1441	459	30	presence	presence	NOUN
easat-1441	459	31	of	of	ADP
easat-1441	459	32	obstacles	obstacle	NOUN
easat-1441	459	33	,	,	PUNCT
easat-1441	459	34	"	"	PUNCT
easat-1441	459	35	phys	phy	NOUN
easat-1441	459	36	.	.	PUNCT
easat-1441	460	1	scr	scr	PROPN
easat-1441	460	2	.	.	PROPN
easat-1441	460	3	,	,	PUNCT
easat-1441	460	4	vol	vol	NOUN
easat-1441	460	5	.	.	PROPN
easat-1441	461	1	96	96	NUM
easat-1441	461	2	,	,	PUNCT
easat-1441	461	3	no	no	INTJ
easat-1441	461	4	.	.	NOUN
easat-1441	461	5	8	8	NUM
easat-1441	461	6	,	,	PUNCT
easat-1441	461	7	art	art	NOUN
easat-1441	461	8	.	.	PUNCT
easat-1441	462	1	no	no	INTJ
easat-1441	462	2	.	.	NOUN
easat-1441	462	3	085205	085205	NUM
easat-1441	462	4	,	,	PUNCT
easat-1441	462	5	2021	2021	NUM
easat-1441	462	6	.	.	PUNCT
easat-1441	463	1	doi	doi	NOUN
easat-1441	463	2	:	:	PUNCT
easat-1441	463	3	10.1088/1402	10.1088/1402	NUM
easat-1441	463	4	-	-	SYM
easat-1441	463	5	4896	4896	NUM
easat-1441	463	6	/	/	SYM
easat-1441	463	7	ac119a	ac119a	PROPN
easat-1441	463	8	.	.	PUNCT
easat-1441	464	1	[	[	X
easat-1441	464	2	25	25	NUM
easat-1441	464	3	]	]	PUNCT
easat-1441	464	4	h.	h.	PROPN
easat-1441	464	5	xu	xu	PROPN
easat-1441	464	6	et	et	PROPN
easat-1441	464	7	al	al	PROPN
easat-1441	464	8	.	.	PROPN
easat-1441	464	9	,	,	PUNCT
easat-1441	464	10	"	"	PUNCT
easat-1441	464	11	the	the	DET
easat-1441	464	12	effect	effect	NOUN
easat-1441	464	13	of	of	ADP
easat-1441	464	14	moving	move	VERB
easat-1441	464	15	obstacle	obstacle	NOUN
easat-1441	464	16	on	on	ADP
easat-1441	464	17	regulation	regulation	NOUN
easat-1441	464	18	of	of	ADP
easat-1441	464	19	pedestrian	pedestrian	NOUN
easat-1441	464	20	flow	flow	NOUN
easat-1441	464	21	in	in	ADP
easat-1441	464	22	a	a	DET
easat-1441	464	23	single	single	ADJ
easat-1441	464	24	exit	exit	NOUN
easat-1441	464	25	room	room	NOUN
easat-1441	464	26	,	,	PUNCT
easat-1441	464	27	"	"	PUNCT
easat-1441	464	28	j.	j.	PROPN
easat-1441	464	29	stat	stat	PROPN
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easat-1441	465	1	mech	mech	PROPN
easat-1441	465	2	.	.	PUNCT
easat-1441	466	1	theory	theory	PROPN
easat-1441	466	2	exp	exp	PROPN
easat-1441	466	3	.	.	PROPN
easat-1441	466	4	,	,	PUNCT
easat-1441	467	1	vol	vol	NOUN
easat-1441	467	2	.	.	PROPN
easat-1441	467	3	2022	2022	NUM
easat-1441	467	4	,	,	PUNCT
easat-1441	467	5	no	no	INTJ
easat-1441	467	6	.	.	NOUN
easat-1441	467	7	2	2	NUM
easat-1441	467	8	,	,	PUNCT
easat-1441	467	9	art	art	NOUN
easat-1441	467	10	.	.	PUNCT
easat-1441	468	1	no	no	INTJ
easat-1441	468	2	.	.	NOUN
easat-1441	468	3	023404	023404	NUM
easat-1441	468	4	,	,	PUNCT
easat-1441	468	5	feb	feb	PROPN
easat-1441	468	6	.	.	PROPN
easat-1441	468	7	2022	2022	NUM
easat-1441	468	8	.	.	PUNCT
easat-1441	469	1	doi	doi	NOUN
easat-1441	469	2	:	:	PUNCT
easat-1441	469	3	10.1088/1742	10.1088/1742	NUM
easat-1441	469	4	-	-	SYM
easat-1441	469	5	5468	5468	NUM
easat-1441	469	6	/	/	SYM
easat-1441	469	7	ac4c3f	ac4c3f	PROPN
easat-1441	469	8	.	.	PUNCT
easat-1441	470	1	[	[	X
easat-1441	470	2	26	26	NUM
easat-1441	470	3	]	]	PUNCT
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easat-1441	470	5	.	.	PUNCT
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easat-1441	471	2	,	,	PUNCT
easat-1441	471	3	z.-x	z.-x	PROPN
easat-1441	471	4	.	.	PUNCT
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easat-1441	472	2	,	,	PUNCT
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easat-1441	472	5	.	.	PUNCT
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easat-1441	473	2	,	,	PUNCT
easat-1441	473	3	"	"	PUNCT
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easat-1441	473	6	of	of	ADP
easat-1441	473	7	self	self	NOUN
easat-1441	473	8	-	-	PUNCT
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easat-1441	473	10	in	in	ADP
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easat-1441	474	2	.	.	PROPN
easat-1441	475	1	e	e	NOUN
easat-1441	475	2	,	,	PUNCT
easat-1441	475	3	vol	vol	NOUN
easat-1441	475	4	.	.	PROPN
easat-1441	475	5	103	103	NUM
easat-1441	475	6	,	,	PUNCT
easat-1441	475	7	no	no	INTJ
easat-1441	475	8	.	.	NOUN
easat-1441	475	9	6	6	NUM
easat-1441	475	10	,	,	PUNCT
easat-1441	475	11	art	art	NOUN
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easat-1441	477	2	,	,	PUNCT
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easat-1441	477	6	.	.	PUNCT
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easat-1441	478	2	:	:	PUNCT
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easat-1441	479	2	27	27	NUM
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easat-1441	479	9	,	,	PUNCT
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easat-1441	479	34	flow	flow	NOUN
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easat-1441	479	39	"	"	PUNCT
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easat-1441	479	42	:	:	PUNCT
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easat-1441	480	1	doi	doi	NOUN
easat-1441	480	2	:	:	PUNCT
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easat-1441	480	4	/	/	SYM
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easat-1441	481	15	,	,	PUNCT
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easat-1441	481	29	urban	urban	ADJ
easat-1441	481	30	open	open	ADJ
easat-1441	481	31	public	public	ADJ
easat-1441	481	32	spaces	space	NOUN
easat-1441	481	33	,	,	PUNCT
easat-1441	481	34	"	"	PUNCT
easat-1441	481	35	in	in	ADP
easat-1441	481	36	proc	proc	NOUN
easat-1441	481	37	.	.	PUNCT
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easat-1441	482	3	,	,	PUNCT
easat-1441	482	4	2023	2023	NUM
easat-1441	482	5	,	,	PUNCT
easat-1441	482	6	art	art	NOUN
easat-1441	482	7	.	.	PUNCT
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easat-1441	483	2	.	.	NOUN
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easat-1441	484	2	.	.	PUNCT
easat-1441	485	1	doi	doi	NOUN
easat-1441	485	2	:	:	PUNCT
easat-1441	485	3	10.1109	10.1109	NUM
easat-1441	485	4	/	/	SYM
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easat-1441	486	3	]	]	X
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easat-1441	486	6	,	,	PUNCT
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easat-1441	486	9	,	,	PUNCT
easat-1441	486	10	j.	j.	PROPN
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easat-1441	486	15	,	,	PUNCT
easat-1441	486	16	and	and	CCONJ
easat-1441	486	17	y.	y.	PROPN
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easat-1441	486	19	,	,	PUNCT
easat-1441	486	20	"	"	PUNCT
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easat-1441	486	23	simulation	simulation	NOUN
easat-1441	486	24	and	and	CCONJ
easat-1441	486	25	management	management	NOUN
easat-1441	486	26	optimization	optimization	NOUN
easat-1441	486	27	in	in	ADP
easat-1441	486	28	urban	urban	ADJ
easat-1441	486	29	residential	residential	ADJ
easat-1441	486	30	communities	community	NOUN
easat-1441	486	31	,	,	PUNCT
easat-1441	486	32	"	"	PUNCT
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easat-1441	486	34	,	,	PUNCT
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easat-1441	486	41	3	3	NUM
easat-1441	486	42	,	,	PUNCT
easat-1441	486	43	feb	feb	PROPN
easat-1441	486	44	.	.	PROPN
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easat-1441	486	46	,	,	PUNCT
easat-1441	486	47	art	art	NOUN
easat-1441	486	48	.	.	PUNCT
easat-1441	487	1	no	no	INTJ
easat-1441	487	2	.	.	NOUN
easat-1441	488	1	795	795	NUM
easat-1441	488	2	.	.	PUNCT
easat-1441	489	1	doi	doi	NOUN
easat-1441	489	2	:	:	PUNCT
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easat-1441	489	4	/	/	SYM
easat-1441	489	5	su11030795	su11030795	PROPN
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easat-1441	490	4	s.	s.	PROPN
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easat-1441	490	18	y.	y.	PROPN
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easat-1441	490	21	"	"	PUNCT
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easat-1441	492	7	.	.	PROPN
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easat-1441	492	9	,	,	PUNCT
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easat-1441	492	19	.	.	PUNCT
easat-1441	493	1	no	no	INTJ
easat-1441	493	2	.	.	NOUN
easat-1441	493	3	012045	012045	NUM
easat-1441	493	4	.	.	PUNCT
easat-1441	494	1	doi	doi	NOUN
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easat-1441	495	9	,	,	PUNCT
easat-1441	495	10	l.	l.	PROPN
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easat-1441	495	12	,	,	PUNCT
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easat-1441	495	21	li	li	PROPN
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easat-1441	495	33	time	time	NOUN
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easat-1441	498	2	,	,	PUNCT
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easat-1441	498	4	.	.	PROPN
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easat-1441	498	14	,	,	PUNCT
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easat-1441	499	4	.	.	PUNCT
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easat-1441	500	6	.	.	PUNCT
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easat-1441	501	2	32	32	NUM
easat-1441	501	3	]	]	PUNCT
easat-1441	501	4	b.	b.	PROPN
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easat-1441	501	6	,	,	PUNCT
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easat-1441	501	16	evacuation	evacuation	NOUN
easat-1441	501	17	simulation	simulation	NOUN
easat-1441	501	18	for	for	ADP
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easat-1441	501	22	-	-	PUNCT
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easat-1441	501	29	"	"	PUNCT
easat-1441	501	30	in	in	ADP
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easat-1441	501	32	.	.	PUNCT
easat-1441	502	1	matec	matec	ADJ
easat-1441	502	2	web	web	NOUN
easat-1441	502	3	conf	conf	NOUN
easat-1441	502	4	.	.	PUNCT
easat-1441	502	5	,	,	PUNCT
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easat-1441	502	11	,	,	PUNCT
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easat-1441	502	13	.	.	PUNCT
easat-1441	503	1	no	no	INTJ
easat-1441	503	2	.	.	NOUN
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easat-1441	503	4	.	.	PUNCT
easat-1441	504	1	doi	doi	NOUN
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easat-1441	504	6	.	.	PUNCT
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easat-1441	505	2	33	33	NUM
easat-1441	505	3	]	]	X
easat-1441	505	4	y.	y.	PROPN
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easat-1441	505	6	,	,	PUNCT
easat-1441	505	7	"	"	PUNCT
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easat-1441	505	28	"	"	PUNCT
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easat-1441	505	32	intelligent	intelligent	ADJ
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easat-1441	505	42	.	.	PUNCT
easat-1441	506	1	doi	doi	NOUN
easat-1441	506	2	:	:	PUNCT
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easat-1441	506	4	-	-	SYM
easat-1441	506	5	3	3	NUM
easat-1441	506	6	-	-	PUNCT
easat-1441	506	7	031	031	NUM
easat-1441	506	8	-	-	PUNCT
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easat-1441	507	9	,	,	PUNCT
easat-1441	507	10	and	and	CCONJ
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easat-1441	507	12	li	li	PROPN
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easat-1441	507	14	"	"	PUNCT
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easat-1441	507	16	evacuation	evacuation	NOUN
easat-1441	507	17	simulation	simulation	NOUN
easat-1441	507	18	and	and	CCONJ
easat-1441	507	19	optimization	optimization	NOUN
easat-1441	507	20	for	for	ADP
easat-1441	507	21	a	a	DET
easat-1441	507	22	complex	complex	ADJ
easat-1441	507	23	rail	rail	NOUN
easat-1441	507	24	transit	transit	NOUN
easat-1441	507	25	station	station	NOUN
easat-1441	507	26	:	:	PUNCT
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easat-1441	507	28	perspective	perspective	NOUN
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easat-1441	507	30	promoting	promote	VERB
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easat-1441	507	32	safety	safety	NOUN
easat-1441	507	33	,	,	PUNCT
easat-1441	507	34	"	"	PUNCT
easat-1441	507	35	journal	journal	NOUN
easat-1441	507	36	of	of	ADP
easat-1441	507	37	advanced	advanced	ADJ
easat-1441	507	38	transportation	transportation	NOUN
easat-1441	507	39	,	,	PUNCT
easat-1441	507	40	2020	2020	NUM
easat-1441	507	41	.	.	PUNCT
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easat-1441	509	2	-	-	SYM
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easat-1441	509	4	.	.	PUNCT
easat-1441	510	1	doi	doi	NOUN
easat-1441	510	2	:	:	PUNCT
easat-1441	510	3	10.1155/2020/8791503	10.1155/2020/8791503	NUM
easat-1441	510	4	.	.	PUNCT