id	sid	tid	token	lemma	pos
asir-5394	1	1	applied	apply	VERB
asir-5394	1	2	science	science	NOUN
asir-5394	1	3	and	and	CCONJ
asir-5394	1	4	innovative	innovative	ADJ
asir-5394	1	5	research	research	NOUN
asir-5394	1	6	issn	issn	VERB
asir-5394	1	7	2474	2474	NUM
asir-5394	1	8	-	-	SYM
asir-5394	1	9	4972	4972	NUM
asir-5394	1	10	(	(	PUNCT
asir-5394	1	11	print	print	NOUN
asir-5394	1	12	)	)	PUNCT
asir-5394	1	13	issn	issn	VERB
asir-5394	1	14	2474	2474	NUM
asir-5394	1	15	-	-	SYM
asir-5394	1	16	4980	4980	NUM
asir-5394	1	17	(	(	PUNCT
asir-5394	1	18	online	online	ADJ
asir-5394	1	19	)	)	PUNCT
asir-5394	1	20	vol	vol	NOUN
asir-5394	1	21	.	.	PROPN
asir-5394	2	1	6	6	NUM
asir-5394	2	2	,	,	PUNCT
asir-5394	2	3	no	no	INTJ
asir-5394	2	4	.	.	NOUN
asir-5394	2	5	4	4	NUM
asir-5394	2	6	,	,	PUNCT
asir-5394	2	7	2022	2022	NUM
asir-5394	2	8	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	VERB
asir-5394	2	9	115	115	NUM
asir-5394	2	10	original	original	ADJ
asir-5394	2	11	paper	paper	NOUN
asir-5394	2	12	mix	mix	NOUN
asir-5394	2	13	ratio	ratio	NOUN
asir-5394	2	14	of	of	ADP
asir-5394	2	15	high	high	ADJ
asir-5394	2	16	-	-	PUNCT
asir-5394	2	17	strength	strength	NOUN
asir-5394	2	18	concrete	concrete	NOUN
asir-5394	2	19	based	base	VERB
asir-5394	2	20	on	on	ADP
asir-5394	2	21	chaotic	chaotic	ADJ
asir-5394	2	22	particle	particle	NOUN
asir-5394	2	23	swarm	swarm	NOUN
asir-5394	2	24	optimization	optimization	NOUN
asir-5394	2	25	xiaodong	xiaodong	PROPN
asir-5394	2	26	wang1	wang1	PROPN
asir-5394	2	27	1	1	NUM
asir-5394	2	28	shandong	shandong	PROPN
asir-5394	2	29	university	university	PROPN
asir-5394	2	30	of	of	ADP
asir-5394	2	31	finance	finance	NOUN
asir-5394	2	32	and	and	CCONJ
asir-5394	2	33	economics	economic	NOUN
asir-5394	2	34	,	,	PUNCT
asir-5394	2	35	jinan	jinan	PROPN
asir-5394	2	36	,	,	PUNCT
asir-5394	2	37	shandong	shandong	PROPN
asir-5394	2	38	,	,	PUNCT
asir-5394	2	39	250014	250014	NUM
asir-5394	2	40	,	,	PUNCT
asir-5394	2	41	china	china	PROPN
asir-5394	2	42	received	receive	VERB
asir-5394	2	43	:	:	PUNCT
asir-5394	2	44	october	october	PROPN
asir-5394	2	45	31	31	NUM
asir-5394	2	46	,	,	PUNCT
asir-5394	2	47	2022	2022	NUM
asir-5394	2	48	accepted	accept	VERB
asir-5394	2	49	:	:	PUNCT
asir-5394	2	50	november	november	PROPN
asir-5394	2	51	13	13	NUM
asir-5394	2	52	,	,	PUNCT
asir-5394	2	53	2022	2022	NUM
asir-5394	2	54	online	online	ADV
asir-5394	2	55	published	publish	VERB
asir-5394	2	56	:	:	PUNCT
asir-5394	2	57	november	november	PROPN
asir-5394	2	58	17	17	NUM
asir-5394	2	59	,	,	PUNCT
asir-5394	2	60	2022	2022	NUM
asir-5394	2	61	doi:10.22158	doi:10.22158	NOUN
asir-5394	2	62	/	/	SYM
asir-5394	2	63	asir.v6n4p115	asir.v6n4p115	PROPN
asir-5394	2	64	url	url	NOUN
asir-5394	2	65	:	:	PUNCT
asir-5394	2	66	http://doi.org/10.22158/asir.v6n4p115	http://doi.org/10.22158/asir.v6n4p115	PROPN
asir-5394	2	67	abstract	abstract	ADJ
asir-5394	2	68	the	the	DET
asir-5394	2	69	optimization	optimization	NOUN
asir-5394	2	70	of	of	ADP
asir-5394	2	71	the	the	DET
asir-5394	2	72	mix	mix	NOUN
asir-5394	2	73	ratio	ratio	NOUN
asir-5394	2	74	of	of	ADP
asir-5394	2	75	high	high	ADJ
asir-5394	2	76	-	-	PUNCT
asir-5394	2	77	strength	strength	NOUN
asir-5394	2	78	and	and	CCONJ
asir-5394	2	79	high	high	ADJ
asir-5394	2	80	-	-	PUNCT
asir-5394	2	81	performance	performance	NOUN
asir-5394	2	82	concrete	concrete	NOUN
asir-5394	2	83	needs	need	VERB
asir-5394	2	84	to	to	PART
asir-5394	2	85	solve	solve	VERB
asir-5394	2	86	the	the	DET
asir-5394	2	87	variable	variable	ADJ
asir-5394	2	88	design	design	NOUN
asir-5394	2	89	problem	problem	NOUN
asir-5394	2	90	of	of	ADP
asir-5394	2	91	many	many	ADJ
asir-5394	2	92	factors	factor	NOUN
asir-5394	2	93	.	.	PUNCT
asir-5394	3	1	the	the	DET
asir-5394	3	2	purpose	purpose	NOUN
asir-5394	3	3	of	of	ADP
asir-5394	3	4	this	this	DET
asir-5394	3	5	paper	paper	NOUN
asir-5394	3	6	is	be	AUX
asir-5394	3	7	to	to	PART
asir-5394	3	8	study	study	VERB
asir-5394	3	9	the	the	DET
asir-5394	3	10	optimal	optimal	ADJ
asir-5394	3	11	design	design	NOUN
asir-5394	3	12	of	of	ADP
asir-5394	3	13	high	high	ADJ
asir-5394	3	14	-	-	PUNCT
asir-5394	3	15	strength	strength	NOUN
asir-5394	3	16	concrete	concrete	ADJ
asir-5394	3	17	mix	mix	NOUN
asir-5394	3	18	proportions	proportion	NOUN
asir-5394	3	19	based	base	VERB
asir-5394	3	20	on	on	ADP
asir-5394	3	21	chaotic	chaotic	ADJ
asir-5394	3	22	particle	particle	NOUN
asir-5394	3	23	swarm	swarm	NOUN
asir-5394	3	24	optimization	optimization	NOUN
asir-5394	3	25	.	.	PUNCT
asir-5394	4	1	this	this	DET
asir-5394	4	2	paper	paper	NOUN
asir-5394	4	3	introduces	introduce	VERB
asir-5394	4	4	the	the	DET
asir-5394	4	5	research	research	NOUN
asir-5394	4	6	background	background	NOUN
asir-5394	4	7	and	and	CCONJ
asir-5394	4	8	significance	significance	NOUN
asir-5394	4	9	of	of	ADP
asir-5394	4	10	this	this	DET
asir-5394	4	11	paper	paper	NOUN
asir-5394	4	12	,	,	PUNCT
asir-5394	4	13	the	the	DET
asir-5394	4	14	research	research	NOUN
asir-5394	4	15	status	status	NOUN
asir-5394	4	16	of	of	ADP
asir-5394	4	17	deep	deep	ADJ
asir-5394	4	18	learning	learning	NOUN
asir-5394	4	19	prediction	prediction	NOUN
asir-5394	4	20	,	,	PUNCT
asir-5394	4	21	concrete	concrete	ADJ
asir-5394	4	22	compressive	compressive	ADJ
asir-5394	4	23	strength	strength	NOUN
asir-5394	4	24	prediction	prediction	NOUN
asir-5394	4	25	and	and	CCONJ
asir-5394	4	26	intelligent	intelligent	ADJ
asir-5394	4	27	design	design	NOUN
asir-5394	4	28	of	of	ADP
asir-5394	4	29	concrete	concrete	ADJ
asir-5394	4	30	mix	mix	NOUN
asir-5394	4	31	ratio	ratio	NOUN
asir-5394	4	32	at	at	ADP
asir-5394	4	33	home	home	NOUN
asir-5394	4	34	and	and	CCONJ
asir-5394	4	35	abroad	abroad	ADV
asir-5394	4	36	,	,	PUNCT
asir-5394	4	37	and	and	CCONJ
asir-5394	4	38	introduces	introduce	VERB
asir-5394	4	39	the	the	DET
asir-5394	4	40	relevant	relevant	ADJ
asir-5394	4	41	theoretical	theoretical	ADJ
asir-5394	4	42	basis	basis	NOUN
asir-5394	4	43	,	,	PUNCT
asir-5394	4	44	mainly	mainly	ADV
asir-5394	4	45	including	include	VERB
asir-5394	4	46	the	the	DET
asir-5394	4	47	concept	concept	NOUN
asir-5394	4	48	of	of	ADP
asir-5394	4	49	high	high	ADJ
asir-5394	4	50	strength	strength	NOUN
asir-5394	4	51	concrete	concrete	ADJ
asir-5394	4	52	and	and	CCONJ
asir-5394	4	53	chaotic	chaotic	ADJ
asir-5394	4	54	particle	particle	NOUN
asir-5394	4	55	swarm	swarm	NOUN
asir-5394	4	56	algorithm	algorithm	NOUN
asir-5394	4	57	.	.	PUNCT
asir-5394	5	1	a	a	DET
asir-5394	5	2	multi	multi	ADJ
asir-5394	5	3	-	-	ADJ
asir-5394	5	4	objective	objective	ADJ
asir-5394	5	5	optimization	optimization	NOUN
asir-5394	5	6	model	model	NOUN
asir-5394	5	7	for	for	ADP
asir-5394	5	8	high	high	ADJ
asir-5394	5	9	-	-	PUNCT
asir-5394	5	10	strength	strength	NOUN
asir-5394	5	11	and	and	CCONJ
asir-5394	5	12	high	high	ADJ
asir-5394	5	13	-	-	PUNCT
asir-5394	5	14	performance	performance	NOUN
asir-5394	5	15	concrete	concrete	NOUN
asir-5394	5	16	based	base	VERB
asir-5394	5	17	on	on	ADP
asir-5394	5	18	experimental	experimental	ADJ
asir-5394	5	19	data	datum	NOUN
asir-5394	5	20	is	be	AUX
asir-5394	5	21	proposed	propose	VERB
asir-5394	5	22	.	.	PUNCT
asir-5394	6	1	each	each	DET
asir-5394	6	2	part	part	NOUN
asir-5394	6	3	of	of	ADP
asir-5394	6	4	the	the	DET
asir-5394	6	5	model	model	NOUN
asir-5394	6	6	is	be	AUX
asir-5394	6	7	introduced	introduce	VERB
asir-5394	6	8	in	in	ADP
asir-5394	6	9	detail	detail	NOUN
asir-5394	6	10	,	,	PUNCT
asir-5394	6	11	and	and	CCONJ
asir-5394	6	12	the	the	DET
asir-5394	6	13	system	system	NOUN
asir-5394	6	14	established	establish	VERB
asir-5394	6	15	by	by	ADP
asir-5394	6	16	the	the	DET
asir-5394	6	17	intelligent	intelligent	ADJ
asir-5394	6	18	design	design	NOUN
asir-5394	6	19	model	model	NOUN
asir-5394	6	20	of	of	ADP
asir-5394	6	21	concrete	concrete	ADJ
asir-5394	6	22	mix	mix	NOUN
asir-5394	6	23	ratio	ratio	NOUN
asir-5394	6	24	proposed	propose	VERB
asir-5394	6	25	in	in	ADP
asir-5394	6	26	this	this	DET
asir-5394	6	27	paper	paper	NOUN
asir-5394	6	28	is	be	AUX
asir-5394	6	29	firstly	firstly	ADV
asir-5394	6	30	introduced	introduce	VERB
asir-5394	6	31	briefly	briefly	ADV
asir-5394	6	32	,	,	PUNCT
asir-5394	6	33	then	then	ADV
asir-5394	6	34	the	the	DET
asir-5394	6	35	various	various	ADJ
asir-5394	6	36	functions	function	NOUN
asir-5394	6	37	of	of	ADP
asir-5394	6	38	the	the	DET
asir-5394	6	39	system	system	NOUN
asir-5394	6	40	are	be	AUX
asir-5394	6	41	explained	explain	VERB
asir-5394	6	42	,	,	PUNCT
asir-5394	6	43	and	and	CCONJ
asir-5394	6	44	finally	finally	ADV
asir-5394	6	45	the	the	DET
asir-5394	6	46	system	system	NOUN
asir-5394	6	47	is	be	AUX
asir-5394	6	48	given	give	VERB
asir-5394	6	49	method	method	NOUN
asir-5394	6	50	,	,	PUNCT
asir-5394	6	51	and	and	CCONJ
asir-5394	6	52	select	select	VERB
asir-5394	6	53	a	a	DET
asir-5394	6	54	real	real	ADJ
asir-5394	6	55	building	building	NOUN
asir-5394	6	56	concrete	concrete	ADJ
asir-5394	6	57	production	production	NOUN
asir-5394	6	58	mix	mix	NOUN
asir-5394	6	59	data	datum	NOUN
asir-5394	6	60	set	set	VERB
asir-5394	6	61	for	for	ADP
asir-5394	6	62	testing	testing	NOUN
asir-5394	6	63	.	.	PUNCT
asir-5394	7	1	the	the	DET
asir-5394	7	2	optimized	optimize	VERB
asir-5394	7	3	high	high	ADJ
asir-5394	7	4	-	-	PUNCT
asir-5394	7	5	strength	strength	NOUN
asir-5394	7	6	and	and	CCONJ
asir-5394	7	7	high	high	ADJ
asir-5394	7	8	-	-	PUNCT
asir-5394	7	9	performance	performance	NOUN
asir-5394	7	10	concrete	concrete	NOUN
asir-5394	7	11	has	have	VERB
asir-5394	7	12	higher	high	ADJ
asir-5394	7	13	strength	strength	NOUN
asir-5394	7	14	and	and	CCONJ
asir-5394	7	15	a	a	DET
asir-5394	7	16	slump	slump	NOUN
asir-5394	7	17	of	of	ADP
asir-5394	7	18	216.4	216.4	NUM
asir-5394	7	19	mm	mm	NOUN
asir-5394	7	20	.	.	PUNCT
asir-5394	8	1	keywords	keyword	VERB
asir-5394	8	2	chaotic	chaotic	ADJ
asir-5394	8	3	particle	particle	NOUN
asir-5394	8	4	swarm	swarm	NOUN
asir-5394	8	5	,	,	PUNCT
asir-5394	8	6	high	high	ADJ
asir-5394	8	7	strength	strength	NOUN
asir-5394	8	8	concrete	concrete	NOUN
asir-5394	8	9	,	,	PUNCT
asir-5394	8	10	mix	mix	VERB
asir-5394	8	11	ratio	ratio	NOUN
asir-5394	8	12	optimization	optimization	NOUN
asir-5394	8	13	,	,	PUNCT
asir-5394	8	14	optimal	optimal	ADJ
asir-5394	8	15	design	design	NOUN
asir-5394	8	16	1	1	NUM
asir-5394	8	17	.	.	PUNCT
asir-5394	8	18	introduction	introduction	NOUN
asir-5394	8	19	as	as	ADP
asir-5394	8	20	one	one	NUM
asir-5394	8	21	of	of	ADP
asir-5394	8	22	the	the	DET
asir-5394	8	23	indispensable	indispensable	ADJ
asir-5394	8	24	materials	material	NOUN
asir-5394	8	25	in	in	ADP
asir-5394	8	26	engineering	engineering	NOUN
asir-5394	8	27	construction	construction	NOUN
asir-5394	8	28	,	,	PUNCT
asir-5394	8	29	concrete	concrete	NOUN
asir-5394	8	30	is	be	AUX
asir-5394	8	31	the	the	DET
asir-5394	8	32	basis	basis	NOUN
asir-5394	8	33	for	for	ADP
asir-5394	8	34	the	the	DET
asir-5394	8	35	realization	realization	NOUN
asir-5394	8	36	of	of	ADP
asir-5394	8	37	engineering	engineering	NOUN
asir-5394	8	38	blueprint	blueprint	NOUN
asir-5394	8	39	.	.	PUNCT
asir-5394	9	1	after	after	ADP
asir-5394	9	2	decades	decade	NOUN
asir-5394	9	3	of	of	ADP
asir-5394	9	4	efforts	effort	NOUN
asir-5394	9	5	and	and	CCONJ
asir-5394	9	6	development	development	NOUN
asir-5394	9	7	,	,	PUNCT
asir-5394	9	8	my	my	PRON
asir-5394	9	9	country	country	NOUN
asir-5394	9	10	’s	’s	PART
asir-5394	9	11	concrete	concrete	ADJ
asir-5394	9	12	production	production	NOUN
asir-5394	9	13	has	have	AUX
asir-5394	9	14	basically	basically	ADV
asir-5394	9	15	achieved	achieve	VERB
asir-5394	9	16	large	large	ADJ
asir-5394	9	17	-	-	PUNCT
asir-5394	9	18	scale	scale	NOUN
asir-5394	9	19	and	and	CCONJ
asir-5394	9	20	intensive	intensive	ADJ
asir-5394	9	21	(	(	PUNCT
asir-5394	9	22	lindelof	lindelof	PROPN
asir-5394	9	23	,	,	PUNCT
asir-5394	9	24	said	say	VERB
asir-5394	9	25	,	,	PUNCT
asir-5394	9	26	&	&	CCONJ
asir-5394	9	27	ahmed	ahmed	PROPN
asir-5394	9	28	,	,	PUNCT
asir-5394	9	29	2019	2019	NUM
asir-5394	9	30	)	)	PUNCT
asir-5394	9	31	.	.	PUNCT
asir-5394	10	1	with	with	ADP
asir-5394	10	2	the	the	DET
asir-5394	10	3	rise	rise	NOUN
asir-5394	10	4	of	of	ADP
asir-5394	10	5	infrastructure	infrastructure	NOUN
asir-5394	10	6	construction	construction	NOUN
asir-5394	10	7	,	,	PUNCT
asir-5394	10	8	the	the	DET
asir-5394	10	9	demand	demand	NOUN
asir-5394	10	10	for	for	ADP
asir-5394	10	11	concrete	concrete	NOUN
asir-5394	10	12	is	be	AUX
asir-5394	10	13	gradually	gradually	ADV
asir-5394	10	14	increasing	increase	VERB
asir-5394	10	15	,	,	PUNCT
asir-5394	10	16	and	and	CCONJ
asir-5394	10	17	for	for	ADP
asir-5394	10	18	a	a	DET
asir-5394	10	19	long	long	ADJ
asir-5394	10	20	time	time	NOUN
asir-5394	10	21	in	in	ADP
asir-5394	10	22	the	the	DET
asir-5394	10	23	future	future	NOUN
asir-5394	10	24	,	,	PUNCT
asir-5394	10	25	the	the	DET
asir-5394	10	26	output	output	NOUN
asir-5394	10	27	of	of	ADP
asir-5394	10	28	concrete	concrete	NOUN
asir-5394	10	29	will	will	AUX
asir-5394	10	30	remain	remain	VERB
asir-5394	10	31	high	high	ADJ
asir-5394	10	32	and	and	CCONJ
asir-5394	10	33	grow	grow	VERB
asir-5394	10	34	to	to	ADP
asir-5394	10	35	a	a	DET
asir-5394	10	36	certain	certain	ADJ
asir-5394	10	37	extent	extent	NOUN
asir-5394	10	38	(	(	PUNCT
asir-5394	10	39	gupta	gupta	PROPN
asir-5394	10	40	&	&	CCONJ
asir-5394	10	41	bellary	bellary	PROPN
asir-5394	10	42	,	,	PUNCT
asir-5394	10	43	2018	2018	NUM
asir-5394	10	44	)	)	PUNCT
asir-5394	10	45	.	.	PUNCT
asir-5394	11	1	in	in	ADP
asir-5394	11	2	order	order	NOUN
asir-5394	11	3	to	to	PART
asir-5394	11	4	control	control	VERB
asir-5394	11	5	the	the	DET
asir-5394	11	6	construction	construction	NOUN
asir-5394	11	7	budget	budget	NOUN
asir-5394	11	8	of	of	ADP
asir-5394	11	9	the	the	DET
asir-5394	11	10	project	project	NOUN
asir-5394	11	11	,	,	PUNCT
asir-5394	11	12	it	it	PRON
asir-5394	11	13	is	be	AUX
asir-5394	11	14	a	a	DET
asir-5394	11	15	basic	basic	ADJ
asir-5394	11	16	problem	problem	NOUN
asir-5394	11	17	to	to	PART
asir-5394	11	18	be	be	AUX
asir-5394	11	19	solved	solve	VERB
asir-5394	11	20	in	in	ADP
asir-5394	11	21	the	the	DET
asir-5394	11	22	field	field	NOUN
asir-5394	11	23	of	of	ADP
asir-5394	11	24	engineering	engineering	NOUN
asir-5394	11	25	materials	material	NOUN
asir-5394	11	26	to	to	PART
asir-5394	11	27	use	use	VERB
asir-5394	11	28	appropriate	appropriate	ADJ
asir-5394	11	29	raw	raw	ADJ
asir-5394	11	30	materials	material	NOUN
asir-5394	11	31	and	and	CCONJ
asir-5394	11	32	to	to	PART
asir-5394	11	33	produce	produce	VERB
asir-5394	11	34	concrete	concrete	NOUN
asir-5394	11	35	that	that	PRON
asir-5394	11	36	meets	meet	VERB
asir-5394	11	37	the	the	DET
asir-5394	11	38	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-5394	11	39	applied	apply	VERB
asir-5394	11	40	science	science	NOUN
asir-5394	11	41	and	and	CCONJ
asir-5394	11	42	innovative	innovative	ADJ
asir-5394	11	43	research	research	NOUN
asir-5394	11	44	vol	vol	NOUN
asir-5394	11	45	.	.	PROPN
asir-5394	12	1	6	6	NUM
asir-5394	12	2	,	,	PUNCT
asir-5394	12	3	no	no	INTJ
asir-5394	12	4	.	.	NOUN
asir-5394	12	5	4	4	NUM
asir-5394	12	6	,	,	PUNCT
asir-5394	12	7	2022	2022	NUM
asir-5394	12	8	116	116	NUM
asir-5394	12	9	published	publish	VERB
asir-5394	12	10	by	by	ADP
asir-5394	12	11	scholink	scholink	PROPN
asir-5394	12	12	inc	inc	PROPN
asir-5394	12	13	.	.	PROPN
asir-5394	12	14	design	design	NOUN
asir-5394	12	15	requirements	requirement	NOUN
asir-5394	12	16	in	in	ADP
asir-5394	12	17	a	a	DET
asir-5394	12	18	stable	stable	ADJ
asir-5394	12	19	,	,	PUNCT
asir-5394	12	20	high	high	ADJ
asir-5394	12	21	-	-	PUNCT
asir-5394	12	22	efficiency	efficiency	NOUN
asir-5394	12	23	and	and	CCONJ
asir-5394	12	24	low	low	ADJ
asir-5394	12	25	-	-	PUNCT
asir-5394	12	26	polluting	polluting	NOUN
asir-5394	12	27	manner	manner	NOUN
asir-5394	12	28	through	through	ADP
asir-5394	12	29	the	the	DET
asir-5394	12	30	optimal	optimal	ADJ
asir-5394	12	31	mix	mix	NOUN
asir-5394	12	32	ratio	ratio	NOUN
asir-5394	12	33	.	.	PUNCT
asir-5394	13	1	the	the	DET
asir-5394	13	2	development	development	NOUN
asir-5394	13	3	of	of	ADP
asir-5394	13	4	concrete	concrete	ADJ
asir-5394	13	5	engineering	engineering	NOUN
asir-5394	13	6	informatization	informatization	NOUN
asir-5394	13	7	will	will	AUX
asir-5394	13	8	become	become	VERB
asir-5394	13	9	an	an	DET
asir-5394	13	10	inevitable	inevitable	ADJ
asir-5394	13	11	trend	trend	NOUN
asir-5394	13	12	.	.	PUNCT
asir-5394	14	1	using	use	VERB
asir-5394	14	2	the	the	DET
asir-5394	14	3	rapid	rapid	ADJ
asir-5394	14	4	learning	learning	NOUN
asir-5394	14	5	ability	ability	NOUN
asir-5394	14	6	of	of	ADP
asir-5394	14	7	computers	computer	NOUN
asir-5394	14	8	,	,	PUNCT
asir-5394	14	9	we	we	PRON
asir-5394	14	10	can	can	AUX
asir-5394	14	11	improve	improve	VERB
asir-5394	14	12	production	production	NOUN
asir-5394	14	13	efficiency	efficiency	NOUN
asir-5394	14	14	.	.	PUNCT
asir-5394	15	1	through	through	ADP
asir-5394	15	2	the	the	DET
asir-5394	15	3	auxiliary	auxiliary	ADJ
asir-5394	15	4	application	application	NOUN
asir-5394	15	5	of	of	ADP
asir-5394	15	6	computers	computer	NOUN
asir-5394	15	7	,	,	PUNCT
asir-5394	15	8	we	we	PRON
asir-5394	15	9	can	can	AUX
asir-5394	15	10	write	write	VERB
asir-5394	15	11	the	the	DET
asir-5394	15	12	application	application	NOUN
asir-5394	15	13	program	program	NOUN
asir-5394	15	14	of	of	ADP
asir-5394	15	15	concrete	concrete	ADJ
asir-5394	15	16	mix	mix	NOUN
asir-5394	15	17	ratio	ratio	NOUN
asir-5394	15	18	,	,	PUNCT
asir-5394	15	19	and	and	CCONJ
asir-5394	15	20	reasonably	reasonably	ADV
asir-5394	15	21	optimize	optimize	VERB
asir-5394	15	22	the	the	DET
asir-5394	15	23	design	design	NOUN
asir-5394	15	24	for	for	ADP
asir-5394	15	25	practical	practical	ADJ
asir-5394	15	26	engineering	engineering	NOUN
asir-5394	15	27	requirements	requirement	NOUN
asir-5394	15	28	(	(	PUNCT
asir-5394	15	29	firoozi	firoozi	NOUN
asir-5394	15	30	,	,	PUNCT
asir-5394	15	31	dehestani	dehestani	PROPN
asir-5394	15	32	,	,	PUNCT
asir-5394	15	33	&	&	CCONJ
asir-5394	15	34	neya	neya	PROPN
asir-5394	15	35	,	,	PUNCT
asir-5394	15	36	2018	2018	NUM
asir-5394	15	37	)	)	PUNCT
asir-5394	15	38	.	.	PUNCT
asir-5394	16	1	the	the	DET
asir-5394	16	2	optimization	optimization	NOUN
asir-5394	16	3	of	of	ADP
asir-5394	16	4	mix	mix	NOUN
asir-5394	16	5	ratio	ratio	NOUN
asir-5394	16	6	design	design	NOUN
asir-5394	16	7	has	have	AUX
asir-5394	16	8	always	always	ADV
asir-5394	16	9	attracted	attract	VERB
asir-5394	16	10	the	the	DET
asir-5394	16	11	attention	attention	NOUN
asir-5394	16	12	of	of	ADP
asir-5394	16	13	practitioners	practitioner	NOUN
asir-5394	16	14	.	.	PUNCT
asir-5394	17	1	from	from	ADP
asir-5394	17	2	the	the	DET
asir-5394	17	3	beginning	beginning	NOUN
asir-5394	17	4	,	,	PUNCT
asir-5394	17	5	the	the	DET
asir-5394	17	6	most	most	ADV
asir-5394	17	7	suitable	suitable	ADJ
asir-5394	17	8	mix	mix	NOUN
asir-5394	17	9	was	be	AUX
asir-5394	17	10	selected	select	VERB
asir-5394	17	11	based	base	VERB
asir-5394	17	12	on	on	ADP
asir-5394	17	13	the	the	DET
asir-5394	17	14	collection	collection	NOUN
asir-5394	17	15	of	of	ADP
asir-5394	17	16	a	a	DET
asir-5394	17	17	large	large	ADJ
asir-5394	17	18	number	number	NOUN
asir-5394	17	19	of	of	ADP
asir-5394	17	20	data	datum	NOUN
asir-5394	17	21	experiments	experiment	NOUN
asir-5394	17	22	,	,	PUNCT
asir-5394	17	23	and	and	CCONJ
asir-5394	17	24	then	then	ADV
asir-5394	17	25	the	the	DET
asir-5394	17	26	design	design	NOUN
asir-5394	17	27	goal	goal	NOUN
asir-5394	17	28	was	be	AUX
asir-5394	17	29	based	base	VERB
asir-5394	17	30	on	on	ADP
asir-5394	17	31	the	the	DET
asir-5394	17	32	compressive	compressive	ADJ
asir-5394	17	33	strength	strength	NOUN
asir-5394	17	34	of	of	ADP
asir-5394	17	35	concrete	concrete	NOUN
asir-5394	17	36	.	.	PUNCT
asir-5394	18	1	optimization	optimization	NOUN
asir-5394	18	2	to	to	PART
asir-5394	18	3	obtain	obtain	VERB
asir-5394	18	4	a	a	DET
asir-5394	18	5	better	well	ADJ
asir-5394	18	6	mix	mix	NOUN
asir-5394	18	7	ratio	ratio	NOUN
asir-5394	18	8	(	(	PUNCT
asir-5394	18	9	nosheen	nosheen	ADJ
asir-5394	18	10	,	,	PUNCT
asir-5394	18	11	qureshi	qureshi	PROPN
asir-5394	18	12	,	,	PUNCT
asir-5394	18	13	tahir	tahir	PROPN
asir-5394	18	14	,	,	PUNCT
asir-5394	18	15	et	et	PROPN
asir-5394	18	16	al	al	PROPN
asir-5394	18	17	.	.	PROPN
asir-5394	18	18	,	,	PUNCT
asir-5394	18	19	2018	2018	NUM
asir-5394	18	20	)	)	PUNCT
asir-5394	18	21	.	.	PUNCT
asir-5394	19	1	asen	asen	NOUN
asir-5394	19	2	and	and	CCONJ
asir-5394	19	3	dehestani	dehestani	X
asir-5394	19	4	(	(	PUNCT
asir-5394	19	5	2021	2021	NUM
asir-5394	19	6	)	)	PUNCT
asir-5394	19	7	studied	study	VERB
asir-5394	19	8	the	the	DET
asir-5394	19	9	effect	effect	NOUN
asir-5394	19	10	of	of	ADP
asir-5394	19	11	mix	mix	NOUN
asir-5394	19	12	design	design	NOUN
asir-5394	19	13	parameters	parameter	NOUN
asir-5394	19	14	on	on	ADP
asir-5394	19	15	chloride	chloride	NOUN
asir-5394	19	16	diffusion	diffusion	NOUN
asir-5394	19	17	and	and	CCONJ
asir-5394	19	18	reinforcement	reinforcement	NOUN
asir-5394	19	19	corrosion	corrosion	NOUN
asir-5394	19	20	in	in	ADP
asir-5394	19	21	concrete	concrete	NOUN
asir-5394	19	22	.	.	PUNCT
asir-5394	20	1	the	the	DET
asir-5394	20	2	effects	effect	NOUN
asir-5394	20	3	of	of	ADP
asir-5394	20	4	parameters	parameter	NOUN
asir-5394	20	5	such	such	ADJ
asir-5394	20	6	as	as	ADP
asir-5394	20	7	cement	cement	NOUN
asir-5394	20	8	,	,	PUNCT
asir-5394	20	9	water	water	NOUN
asir-5394	20	10	-	-	PUNCT
asir-5394	20	11	binder	binder	NOUN
asir-5394	20	12	ratio	ratio	NOUN
asir-5394	20	13	,	,	PUNCT
asir-5394	20	14	slump	slump	NOUN
asir-5394	20	15	,	,	PUNCT
asir-5394	20	16	aggregates	aggregate	NOUN
asir-5394	20	17	,	,	PUNCT
asir-5394	20	18	and	and	CCONJ
asir-5394	20	19	characteristic	characteristic	ADJ
asir-5394	20	20	compressive	compressive	ADJ
asir-5394	20	21	strength	strength	NOUN
asir-5394	20	22	were	be	AUX
asir-5394	20	23	analyzed	analyze	VERB
asir-5394	20	24	using	use	VERB
asir-5394	20	25	response	response	NOUN
asir-5394	20	26	surface	surface	NOUN
asir-5394	20	27	methodology	methodology	NOUN
asir-5394	20	28	(	(	PUNCT
asir-5394	20	29	rsm	rsm	NOUN
asir-5394	20	30	)	)	PUNCT
asir-5394	20	31	.	.	PUNCT
asir-5394	21	1	regression	regression	NOUN
asir-5394	21	2	analysis	analysis	NOUN
asir-5394	21	3	was	be	AUX
asir-5394	21	4	used	use	VERB
asir-5394	21	5	to	to	PART
asir-5394	21	6	evaluate	evaluate	VERB
asir-5394	21	7	mixes	mix	NOUN
asir-5394	21	8	with	with	ADP
asir-5394	21	9	each	each	DET
asir-5394	21	10	concrete	concrete	NOUN
asir-5394	21	11	.	.	PUNCT
asir-5394	22	1	to	to	PART
asir-5394	22	2	validate	validate	VERB
asir-5394	22	3	the	the	DET
asir-5394	22	4	regression	regression	NOUN
asir-5394	22	5	analysis	analysis	NOUN
asir-5394	22	6	and	and	CCONJ
asir-5394	22	7	study	study	VERB
asir-5394	22	8	the	the	DET
asir-5394	22	9	effect	effect	NOUN
asir-5394	22	10	of	of	ADP
asir-5394	22	11	reinforcement	reinforcement	NOUN
asir-5394	22	12	corrosion	corrosion	NOUN
asir-5394	22	13	on	on	ADP
asir-5394	22	14	beam	beam	NOUN
asir-5394	22	15	bending	bend	VERB
asir-5394	22	16	behavior	behavior	NOUN
asir-5394	22	17	,	,	PUNCT
asir-5394	22	18	finite	finite	PROPN
asir-5394	22	19	element	element	NOUN
asir-5394	22	20	software	software	NOUN
asir-5394	22	21	was	be	AUX
asir-5394	22	22	used	use	VERB
asir-5394	22	23	.	.	PUNCT
asir-5394	23	1	corrosion	corrosion	NOUN
asir-5394	23	2	was	be	AUX
asir-5394	23	3	applied	apply	VERB
asir-5394	23	4	to	to	ADP
asir-5394	23	5	selected	select	VERB
asir-5394	23	6	beams	beam	NOUN
asir-5394	23	7	and	and	CCONJ
asir-5394	23	8	load	load	NOUN
asir-5394	23	9	-	-	PUNCT
asir-5394	23	10	displacement	displacement	ADJ
asir-5394	23	11	plots	plot	NOUN
asir-5394	23	12	were	be	AUX
asir-5394	23	13	obtained	obtain	VERB
asir-5394	23	14	by	by	ADP
asir-5394	23	15	analyzing	analyze	VERB
asir-5394	23	16	four	four	NUM
asir-5394	23	17	laboratory	laboratory	NOUN
asir-5394	23	18	samples	sample	NOUN
asir-5394	23	19	.	.	PUNCT
asir-5394	24	1	these	these	DET
asir-5394	24	2	figures	figure	NOUN
asir-5394	24	3	show	show	VERB
asir-5394	24	4	good	good	ADJ
asir-5394	24	5	agreement	agreement	NOUN
asir-5394	24	6	between	between	ADP
asir-5394	24	7	numerical	numerical	ADJ
asir-5394	24	8	and	and	CCONJ
asir-5394	24	9	experimental	experimental	ADJ
asir-5394	24	10	results	result	NOUN
asir-5394	24	11	.	.	PUNCT
asir-5394	25	1	duman	duman	PROPN
asir-5394	25	2	,	,	PUNCT
asir-5394	25	3	li	li	PROPN
asir-5394	25	4	,	,	PUNCT
asir-5394	25	5	wu	wu	PROPN
asir-5394	25	6	,	,	PUNCT
asir-5394	25	7	et	et	PROPN
asir-5394	25	8	al	al	PROPN
asir-5394	25	9	.	.	PROPN
asir-5394	25	10	(	(	PUNCT
asir-5394	25	11	2020	2020	NUM
asir-5394	25	12	)	)	PUNCT
asir-5394	25	13	discusses	discuss	VERB
asir-5394	25	14	an	an	DET
asir-5394	25	15	improved	improved	ADJ
asir-5394	25	16	hybrid	hybrid	ADJ
asir-5394	25	17	particle	particle	NOUN
asir-5394	25	18	swarm	swarm	NOUN
asir-5394	25	19	optimization	optimization	NOUN
asir-5394	25	20	and	and	CCONJ
asir-5394	25	21	gravitational	gravitational	ADJ
asir-5394	25	22	search	search	NOUN
asir-5394	25	23	algorithm	algorithm	NOUN
asir-5394	25	24	(	(	PUNCT
asir-5394	25	25	psogsa	psogsa	NOUN
asir-5394	25	26	)	)	PUNCT
asir-5394	25	27	combined	combine	VERB
asir-5394	25	28	with	with	ADP
asir-5394	25	29	chaotic	chaotic	ADJ
asir-5394	25	30	mapping	mapping	NOUN
asir-5394	25	31	(	(	PUNCT
asir-5394	25	32	cpsogsa	cpsogsa	NOUN
asir-5394	25	33	)	)	PUNCT
asir-5394	25	34	,	,	PUNCT
asir-5394	25	35	applying	apply	VERB
asir-5394	25	36	a	a	DET
asir-5394	25	37	composite	composite	ADJ
asir-5394	25	38	benchmark	benchmark	NOUN
asir-5394	25	39	function	function	NOUN
asir-5394	25	40	,	,	PUNCT
asir-5394	25	41	to	to	PART
asir-5394	25	42	solve	solve	VERB
asir-5394	25	43	the	the	DET
asir-5394	25	44	opf	opf	NOUN
asir-5394	25	45	problem	problem	NOUN
asir-5394	25	46	of	of	ADP
asir-5394	25	47	stochastic	stochastic	ADJ
asir-5394	25	48	wind	wind	NOUN
asir-5394	25	49	power	power	NOUN
asir-5394	25	50	and	and	CCONJ
asir-5394	25	51	flexible	flexible	ADJ
asir-5394	25	52	ac	ac	PROPN
asir-5394	25	53	transmission	transmission	NOUN
asir-5394	25	54	systems	system	NOUN
asir-5394	25	55	(	(	PUNCT
asir-5394	25	56	facts	fact	NOUN
asir-5394	25	57	)	)	PUNCT
asir-5394	25	58	.	.	PUNCT
asir-5394	26	1	numerical	numerical	PROPN
asir-5394	26	2	studies	study	NOUN
asir-5394	26	3	are	be	AUX
asir-5394	26	4	used	use	VERB
asir-5394	26	5	to	to	PART
asir-5394	26	6	illustrate	illustrate	VERB
asir-5394	26	7	the	the	DET
asir-5394	26	8	effectiveness	effectiveness	NOUN
asir-5394	26	9	of	of	ADP
asir-5394	26	10	the	the	DET
asir-5394	26	11	proposed	propose	VERB
asir-5394	26	12	cpsogsa	cpsogsa	NOUN
asir-5394	26	13	method	method	NOUN
asir-5394	26	14	relative	relative	ADJ
asir-5394	26	15	to	to	ADP
asir-5394	26	16	other	other	ADJ
asir-5394	26	17	methods	method	NOUN
asir-5394	26	18	such	such	ADJ
asir-5394	26	19	as	as	ADP
asir-5394	26	20	moth	moth	NOUN
asir-5394	26	21	swarm	swarm	NOUN
asir-5394	26	22	algorithm	algorithm	NOUN
asir-5394	26	23	and	and	CCONJ
asir-5394	26	24	whale	whale	NOUN
asir-5394	26	25	optimization	optimization	NOUN
asir-5394	26	26	algorithm	algorithm	NOUN
asir-5394	26	27	.	.	PUNCT
asir-5394	27	1	with	with	ADP
asir-5394	27	2	the	the	DET
asir-5394	27	3	help	help	NOUN
asir-5394	27	4	of	of	ADP
asir-5394	27	5	algorithm	algorithm	NOUN
asir-5394	27	6	optimization	optimization	NOUN
asir-5394	27	7	calculation	calculation	NOUN
asir-5394	27	8	,	,	PUNCT
asir-5394	27	9	we	we	PRON
asir-5394	27	10	can	can	AUX
asir-5394	27	11	find	find	VERB
asir-5394	27	12	certain	certain	ADJ
asir-5394	27	13	rules	rule	NOUN
asir-5394	27	14	,	,	PUNCT
asir-5394	27	15	and	and	CCONJ
asir-5394	27	16	then	then	ADV
asir-5394	27	17	apply	apply	VERB
asir-5394	27	18	the	the	DET
asir-5394	27	19	rules	rule	NOUN
asir-5394	27	20	to	to	ADP
asir-5394	27	21	the	the	DET
asir-5394	27	22	optimization	optimization	NOUN
asir-5394	27	23	calculation	calculation	NOUN
asir-5394	27	24	of	of	ADP
asir-5394	27	25	concrete	concrete	ADJ
asir-5394	27	26	mix	mix	NOUN
asir-5394	27	27	ratio	ratio	NOUN
asir-5394	27	28	and	and	CCONJ
asir-5394	27	29	the	the	DET
asir-5394	27	30	real	real	ADJ
asir-5394	27	31	-	-	PUNCT
asir-5394	27	32	time	time	NOUN
asir-5394	27	33	monitoring	monitoring	NOUN
asir-5394	27	34	of	of	ADP
asir-5394	27	35	concrete	concrete	ADJ
asir-5394	27	36	engineering	engineering	NOUN
asir-5394	27	37	quality	quality	NOUN
asir-5394	27	38	(	(	PUNCT
asir-5394	27	39	falliano	falliano	PROPN
asir-5394	27	40	,	,	PUNCT
asir-5394	27	41	de	de	X
asir-5394	27	42	domenico	domenico	PROPN
asir-5394	27	43	,	,	PUNCT
asir-5394	27	44	ricciardi	ricciardi	NOUN
asir-5394	27	45	,	,	PUNCT
asir-5394	27	46	et	et	PROPN
asir-5394	27	47	al	al	PROPN
asir-5394	27	48	.	.	PROPN
asir-5394	27	49	,	,	PUNCT
asir-5394	27	50	2018	2018	NUM
asir-5394	27	51	)	)	PUNCT
asir-5394	27	52	.	.	PUNCT
asir-5394	28	1	in	in	ADP
asir-5394	28	2	this	this	DET
asir-5394	28	3	paper	paper	NOUN
asir-5394	28	4	,	,	PUNCT
asir-5394	28	5	based	base	VERB
asir-5394	28	6	on	on	ADP
asir-5394	28	7	the	the	DET
asir-5394	28	8	performance	performance	NOUN
asir-5394	28	9	of	of	ADP
asir-5394	28	10	concrete	concrete	NOUN
asir-5394	28	11	,	,	PUNCT
asir-5394	28	12	the	the	DET
asir-5394	28	13	chaotic	chaotic	ADJ
asir-5394	28	14	particle	particle	NOUN
asir-5394	28	15	swarm	swarm	NOUN
asir-5394	28	16	algorithm	algorithm	NOUN
asir-5394	28	17	is	be	AUX
asir-5394	28	18	combined	combine	VERB
asir-5394	28	19	to	to	PART
asir-5394	28	20	build	build	VERB
asir-5394	28	21	a	a	DET
asir-5394	28	22	concrete	concrete	ADJ
asir-5394	28	23	mix	mix	NOUN
asir-5394	28	24	optimization	optimization	NOUN
asir-5394	28	25	model	model	NOUN
asir-5394	28	26	.	.	PUNCT
asir-5394	29	1	the	the	DET
asir-5394	29	2	model	model	NOUN
asir-5394	29	3	can	can	AUX
asir-5394	29	4	combine	combine	VERB
asir-5394	29	5	the	the	DET
asir-5394	29	6	existing	exist	VERB
asir-5394	29	7	empirical	empirical	ADJ
asir-5394	29	8	formulas	formula	NOUN
asir-5394	29	9	as	as	ADP
asir-5394	29	10	constraints	constraint	NOUN
asir-5394	29	11	,	,	PUNCT
asir-5394	29	12	such	such	ADJ
asir-5394	29	13	as	as	ADP
asir-5394	29	14	sand	sand	NOUN
asir-5394	29	15	ratio	ratio	NOUN
asir-5394	29	16	,	,	PUNCT
asir-5394	29	17	water	water	NOUN
asir-5394	29	18	-	-	PUNCT
asir-5394	29	19	cement	cement	NOUN
asir-5394	29	20	ratio	ratio	NOUN
asir-5394	29	21	,	,	PUNCT
asir-5394	29	22	concrete	concrete	ADJ
asir-5394	29	23	strength	strength	NOUN
asir-5394	29	24	,	,	PUNCT
asir-5394	29	25	etc	etc	X
asir-5394	29	26	.	.	X
asir-5394	30	1	the	the	DET
asir-5394	30	2	lowest	low	ADJ
asir-5394	30	3	unilateral	unilateral	ADJ
asir-5394	30	4	cost	cost	NOUN
asir-5394	30	5	is	be	AUX
asir-5394	30	6	taken	take	VERB
asir-5394	30	7	as	as	ADP
asir-5394	30	8	the	the	DET
asir-5394	30	9	optimization	optimization	NOUN
asir-5394	30	10	objective	objective	ADJ
asir-5394	30	11	function	function	NOUN
asir-5394	30	12	,	,	PUNCT
asir-5394	30	13	the	the	DET
asir-5394	30	14	optimal	optimal	ADJ
asir-5394	30	15	solution	solution	NOUN
asir-5394	30	16	of	of	ADP
asir-5394	30	17	the	the	DET
asir-5394	30	18	mix	mix	NOUN
asir-5394	30	19	ratio	ratio	NOUN
asir-5394	30	20	is	be	AUX
asir-5394	30	21	solved	solve	VERB
asir-5394	30	22	,	,	PUNCT
asir-5394	30	23	and	and	CCONJ
asir-5394	30	24	the	the	DET
asir-5394	30	25	result	result	NOUN
asir-5394	30	26	of	of	ADP
asir-5394	30	27	the	the	DET
asir-5394	30	28	most	most	ADV
asir-5394	30	29	economical	economical	ADJ
asir-5394	30	30	scheme	scheme	NOUN
asir-5394	30	31	after	after	SCONJ
asir-5394	30	32	the	the	DET
asir-5394	30	33	concrete	concrete	ADJ
asir-5394	30	34	mix	mix	NOUN
asir-5394	30	35	ratio	ratio	NOUN
asir-5394	30	36	is	be	AUX
asir-5394	30	37	optimized	optimize	VERB
asir-5394	30	38	is	be	AUX
asir-5394	30	39	obtained	obtain	VERB
asir-5394	30	40	.	.	PUNCT
asir-5394	31	1	based	base	VERB
asir-5394	31	2	on	on	ADP
asir-5394	31	3	the	the	DET
asir-5394	31	4	concrete	concrete	ADJ
asir-5394	31	5	performance	performance	NOUN
asir-5394	31	6	model	model	NOUN
asir-5394	31	7	and	and	CCONJ
asir-5394	31	8	concrete	concrete	ADJ
asir-5394	31	9	mix	mix	NOUN
asir-5394	31	10	ratio	ratio	NOUN
asir-5394	31	11	optimization	optimization	NOUN
asir-5394	31	12	model	model	NOUN
asir-5394	31	13	obtained	obtain	VERB
asir-5394	31	14	above	above	ADV
asir-5394	31	15	,	,	PUNCT
asir-5394	31	16	the	the	DET
asir-5394	31	17	properties	property	NOUN
asir-5394	31	18	and	and	CCONJ
asir-5394	31	19	prices	price	NOUN
asir-5394	31	20	of	of	ADP
asir-5394	31	21	concrete	concrete	ADJ
asir-5394	31	22	raw	raw	ADJ
asir-5394	31	23	materials	material	NOUN
asir-5394	31	24	in	in	ADP
asir-5394	31	25	the	the	DET
asir-5394	31	26	given	give	VERB
asir-5394	31	27	example	example	NOUN
asir-5394	31	28	are	be	AUX
asir-5394	31	29	used	use	VERB
asir-5394	31	30	as	as	ADP
asir-5394	31	31	the	the	DET
asir-5394	31	32	input	input	NOUN
asir-5394	31	33	of	of	ADP
asir-5394	31	34	the	the	DET
asir-5394	31	35	model	model	NOUN
asir-5394	31	36	,	,	PUNCT
asir-5394	31	37	and	and	CCONJ
asir-5394	31	38	the	the	DET
asir-5394	31	39	prediction	prediction	NOUN
asir-5394	31	40	data	datum	NOUN
asir-5394	31	41	of	of	ADP
asir-5394	31	42	concrete	concrete	ADJ
asir-5394	31	43	strength	strength	NOUN
asir-5394	31	44	,	,	PUNCT
asir-5394	31	45	slump	slump	NOUN
asir-5394	31	46	,	,	PUNCT
asir-5394	31	47	and	and	CCONJ
asir-5394	31	48	the	the	DET
asir-5394	31	49	unilateral	unilateral	ADJ
asir-5394	31	50	price	price	NOUN
asir-5394	31	51	of	of	ADP
asir-5394	31	52	concrete	concrete	NOUN
asir-5394	31	53	are	be	AUX
asir-5394	31	54	output	output	NOUN
asir-5394	31	55	to	to	PART
asir-5394	31	56	explore	explore	VERB
asir-5394	31	57	the	the	DET
asir-5394	31	58	optimization	optimization	NOUN
asir-5394	31	59	model	model	NOUN
asir-5394	31	60	reasonableness	reasonableness	NOUN
asir-5394	31	61	and	and	CCONJ
asir-5394	31	62	suitability	suitability	NOUN
asir-5394	31	63	.	.	PUNCT
asir-5394	32	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-5394	32	2	applied	apply	VERB
asir-5394	32	3	science	science	NOUN
asir-5394	32	4	and	and	CCONJ
asir-5394	32	5	innovative	innovative	ADJ
asir-5394	32	6	research	research	NOUN
asir-5394	32	7	vol	vol	NOUN
asir-5394	32	8	.	.	PROPN
asir-5394	33	1	6	6	NUM
asir-5394	33	2	,	,	PUNCT
asir-5394	33	3	no	no	INTJ
asir-5394	33	4	.	.	NOUN
asir-5394	33	5	4	4	NUM
asir-5394	33	6	,	,	PUNCT
asir-5394	33	7	2022	2022	NUM
asir-5394	33	8	117	117	NUM
asir-5394	33	9	published	publish	VERB
asir-5394	33	10	by	by	ADP
asir-5394	33	11	scholink	scholink	PROPN
asir-5394	33	12	inc	inc	PROPN
asir-5394	33	13	.	.	PROPN
asir-5394	34	1	2	2	NUM
asir-5394	34	2	.	.	X
asir-5394	34	3	research	research	NOUN
asir-5394	34	4	on	on	ADP
asir-5394	34	5	optimal	optimal	ADJ
asir-5394	34	6	design	design	NOUN
asir-5394	34	7	of	of	ADP
asir-5394	34	8	mix	mix	NOUN
asir-5394	34	9	proportion	proportion	NOUN
asir-5394	34	10	of	of	ADP
asir-5394	34	11	high	high	ADJ
asir-5394	34	12	strength	strength	NOUN
asir-5394	34	13	concrete	concrete	NOUN
asir-5394	34	14	based	base	VERB
asir-5394	34	15	on	on	ADP
asir-5394	34	16	chaos	chaos	NOUN
asir-5394	34	17	particle	particle	NOUN
asir-5394	34	18	swarm	swarm	NOUN
asir-5394	34	19	optimization	optimization	NOUN
asir-5394	34	20	2.1	2.1	NUM
asir-5394	34	21	high	high	ADJ
asir-5394	34	22	-	-	PUNCT
asir-5394	34	23	strength	strength	NOUN
asir-5394	34	24	concrete	concrete	ADJ
asir-5394	34	25	high	high	ADJ
asir-5394	34	26	performance	performance	NOUN
asir-5394	34	27	concrete	concrete	NOUN
asir-5394	34	28	can	can	AUX
asir-5394	34	29	be	be	AUX
asir-5394	34	30	said	say	VERB
asir-5394	34	31	to	to	PART
asir-5394	34	32	be	be	AUX
asir-5394	34	33	a	a	DET
asir-5394	34	34	new	new	ADJ
asir-5394	34	35	type	type	NOUN
asir-5394	34	36	of	of	ADP
asir-5394	34	37	concrete	concrete	NOUN
asir-5394	34	38	(	(	PUNCT
asir-5394	34	39	ismail	ismail	PROPN
asir-5394	34	40	,	,	PUNCT
asir-5394	34	41	jaeel	jaeel	PROPN
asir-5394	34	42	,	,	PUNCT
asir-5394	34	43	alwared	alware	VERB
asir-5394	34	44	,	,	PUNCT
asir-5394	34	45	et	et	PROPN
asir-5394	34	46	al	al	PROPN
asir-5394	34	47	.	.	PROPN
asir-5394	34	48	,	,	PUNCT
asir-5394	34	49	2021	2021	NUM
asir-5394	34	50	)	)	PUNCT
asir-5394	34	51	.	.	PUNCT
asir-5394	35	1	at	at	ADP
asir-5394	35	2	present	present	ADJ
asir-5394	35	3	,	,	PUNCT
asir-5394	35	4	the	the	DET
asir-5394	35	5	most	most	ADV
asir-5394	35	6	common	common	ADJ
asir-5394	35	7	technical	technical	ADJ
asir-5394	35	8	way	way	NOUN
asir-5394	35	9	to	to	PART
asir-5394	35	10	prepare	prepare	VERB
asir-5394	35	11	high	high	ADJ
asir-5394	35	12	-	-	PUNCT
asir-5394	35	13	strength	strength	NOUN
asir-5394	35	14	and	and	CCONJ
asir-5394	35	15	high	high	ADJ
asir-5394	35	16	-	-	PUNCT
asir-5394	35	17	performance	performance	NOUN
asir-5394	35	18	concrete	concrete	NOUN
asir-5394	35	19	is	be	AUX
asir-5394	35	20	to	to	PART
asir-5394	35	21	add	add	VERB
asir-5394	35	22	reactive	reactive	ADJ
asir-5394	35	23	mineral	mineral	NOUN
asir-5394	35	24	admixtures	admixture	NOUN
asir-5394	35	25	,	,	PUNCT
asir-5394	35	26	superplasticizers	superplasticizer	NOUN
asir-5394	35	27	and	and	CCONJ
asir-5394	35	28	other	other	ADJ
asir-5394	35	29	admixtures	admixture	NOUN
asir-5394	35	30	into	into	ADP
asir-5394	35	31	concrete	concrete	NOUN
asir-5394	35	32	.	.	PUNCT
asir-5394	36	1	this	this	PRON
asir-5394	36	2	also	also	ADV
asir-5394	36	3	means	mean	VERB
asir-5394	36	4	that	that	SCONJ
asir-5394	36	5	the	the	DET
asir-5394	36	6	general	general	ADJ
asir-5394	36	7	rules	rule	NOUN
asir-5394	36	8	to	to	PART
asir-5394	36	9	be	be	AUX
asir-5394	36	10	followed	follow	VERB
asir-5394	36	11	in	in	ADP
asir-5394	36	12	the	the	DET
asir-5394	36	13	preparation	preparation	NOUN
asir-5394	36	14	of	of	ADP
asir-5394	36	15	high	high	ADJ
asir-5394	36	16	-	-	PUNCT
asir-5394	36	17	strength	strength	NOUN
asir-5394	36	18	and	and	CCONJ
asir-5394	36	19	high	high	ADJ
asir-5394	36	20	-	-	PUNCT
asir-5394	36	21	performance	performance	NOUN
asir-5394	36	22	concrete	concrete	NOUN
asir-5394	36	23	are	be	AUX
asir-5394	36	24	:	:	PUNCT
asir-5394	36	25	(	(	PUNCT
asir-5394	36	26	1	1	X
asir-5394	36	27	)	)	PUNCT
asir-5394	36	28	the	the	DET
asir-5394	36	29	water	water	NOUN
asir-5394	36	30	glue	glue	NOUN
asir-5394	36	31	is	be	AUX
asir-5394	36	32	relatively	relatively	ADV
asir-5394	36	33	low	low	ADJ
asir-5394	36	34	;	;	PUNCT
asir-5394	36	35	(	(	PUNCT
asir-5394	36	36	2	2	X
asir-5394	36	37	)	)	PUNCT
asir-5394	36	38	the	the	DET
asir-5394	36	39	raw	raw	ADJ
asir-5394	36	40	materials	material	NOUN
asir-5394	36	41	are	be	AUX
asir-5394	36	42	of	of	ADP
asir-5394	36	43	good	good	ADJ
asir-5394	36	44	quality	quality	NOUN
asir-5394	36	45	and	and	CCONJ
asir-5394	36	46	the	the	DET
asir-5394	36	47	content	content	NOUN
asir-5394	36	48	of	of	ADP
asir-5394	36	49	impurities	impurity	NOUN
asir-5394	36	50	is	be	AUX
asir-5394	36	51	low	low	ADJ
asir-5394	36	52	;	;	PUNCT
asir-5394	36	53	(	(	PUNCT
asir-5394	36	54	3	3	X
asir-5394	36	55	)	)	PUNCT
asir-5394	36	56	additional	additional	ADJ
asir-5394	36	57	active	active	ADJ
asir-5394	36	58	mineral	mineral	NOUN
asir-5394	36	59	admixtures	admixture	NOUN
asir-5394	36	60	are	be	AUX
asir-5394	36	61	added	add	VERB
asir-5394	36	62	;	;	PUNCT
asir-5394	36	63	(	(	PUNCT
asir-5394	36	64	4	4	X
asir-5394	36	65	)	)	PUNCT
asir-5394	36	66	add	add	VERB
asir-5394	36	67	superplasticizer	superplasticizer	NOUN
asir-5394	36	68	and	and	CCONJ
asir-5394	36	69	other	other	ADJ
asir-5394	36	70	admixtures	admixture	NOUN
asir-5394	36	71	as	as	SCONJ
asir-5394	36	72	needed	need	VERB
asir-5394	36	73	.	.	PUNCT
asir-5394	37	1	it	it	PRON
asir-5394	37	2	can	can	AUX
asir-5394	37	3	be	be	AUX
asir-5394	37	4	seen	see	VERB
asir-5394	37	5	that	that	SCONJ
asir-5394	37	6	the	the	DET
asir-5394	37	7	extensive	extensive	ADJ
asir-5394	37	8	use	use	NOUN
asir-5394	37	9	of	of	ADP
asir-5394	37	10	mineral	mineral	NOUN
asir-5394	37	11	admixtures	admixture	NOUN
asir-5394	37	12	in	in	ADP
asir-5394	37	13	the	the	DET
asir-5394	37	14	preparation	preparation	NOUN
asir-5394	37	15	of	of	ADP
asir-5394	37	16	high	high	ADJ
asir-5394	37	17	-	-	PUNCT
asir-5394	37	18	strength	strength	NOUN
asir-5394	37	19	and	and	CCONJ
asir-5394	37	20	high	high	ADJ
asir-5394	37	21	-	-	PUNCT
asir-5394	37	22	performance	performance	NOUN
asir-5394	37	23	concrete	concrete	NOUN
asir-5394	37	24	can	can	AUX
asir-5394	37	25	not	not	PART
asir-5394	37	26	only	only	ADV
asir-5394	37	27	improve	improve	VERB
asir-5394	37	28	concrete	concrete	ADJ
asir-5394	37	29	performance	performance	NOUN
asir-5394	37	30	,	,	PUNCT
asir-5394	37	31	but	but	CCONJ
asir-5394	37	32	also	also	ADV
asir-5394	37	33	reduce	reduce	VERB
asir-5394	37	34	the	the	DET
asir-5394	37	35	amount	amount	NOUN
asir-5394	37	36	of	of	ADP
asir-5394	37	37	clinker	clinker	NOUN
asir-5394	37	38	cement	cement	NOUN
asir-5394	37	39	;	;	PUNCT
asir-5394	37	40	the	the	DET
asir-5394	37	41	greenhouse	greenhouse	NOUN
asir-5394	37	42	effect	effect	NOUN
asir-5394	37	43	is	be	AUX
asir-5394	37	44	also	also	ADV
asir-5394	37	45	conducive	conducive	ADJ
asir-5394	37	46	to	to	ADP
asir-5394	37	47	the	the	DET
asir-5394	37	48	protection	protection	NOUN
asir-5394	37	49	of	of	ADP
asir-5394	37	50	the	the	DET
asir-5394	37	51	environment	environment	NOUN
asir-5394	37	52	and	and	CCONJ
asir-5394	37	53	the	the	DET
asir-5394	37	54	formation	formation	NOUN
asir-5394	37	55	of	of	ADP
asir-5394	37	56	a	a	DET
asir-5394	37	57	good	good	ADJ
asir-5394	37	58	production	production	NOUN
asir-5394	37	59	cycle	cycle	NOUN
asir-5394	37	60	because	because	SCONJ
asir-5394	37	61	of	of	ADP
asir-5394	37	62	the	the	DET
asir-5394	37	63	reasonable	reasonable	ADJ
asir-5394	37	64	disposal	disposal	NOUN
asir-5394	37	65	and	and	CCONJ
asir-5394	37	66	utilization	utilization	NOUN
asir-5394	37	67	of	of	ADP
asir-5394	37	68	a	a	DET
asir-5394	37	69	large	large	ADJ
asir-5394	37	70	number	number	NOUN
asir-5394	37	71	of	of	ADP
asir-5394	37	72	industrial	industrial	ADJ
asir-5394	37	73	wastes	waste	NOUN
asir-5394	37	74	as	as	ADP
asir-5394	37	75	mineral	mineral	NOUN
asir-5394	37	76	admixtures	admixture	NOUN
asir-5394	37	77	.	.	PUNCT
asir-5394	38	1	in	in	ADP
asir-5394	38	2	conclusion	conclusion	NOUN
asir-5394	38	3	,	,	PUNCT
asir-5394	38	4	high	high	ADJ
asir-5394	38	5	performance	performance	NOUN
asir-5394	38	6	concrete	concrete	NOUN
asir-5394	38	7	can	can	AUX
asir-5394	38	8	save	save	VERB
asir-5394	38	9	cement	cement	NOUN
asir-5394	38	10	,	,	PUNCT
asir-5394	38	11	turn	turn	VERB
asir-5394	38	12	industrial	industrial	ADJ
asir-5394	38	13	waste	waste	NOUN
asir-5394	38	14	into	into	ADP
asir-5394	38	15	treasure	treasure	NOUN
asir-5394	38	16	,	,	PUNCT
asir-5394	38	17	prolong	prolong	VERB
asir-5394	38	18	the	the	DET
asir-5394	38	19	service	service	NOUN
asir-5394	38	20	life	life	NOUN
asir-5394	38	21	of	of	ADP
asir-5394	38	22	engineering	engineering	NOUN
asir-5394	38	23	structures	structure	NOUN
asir-5394	38	24	,	,	PUNCT
asir-5394	38	25	and	and	CCONJ
asir-5394	38	26	ultimately	ultimately	ADV
asir-5394	38	27	protect	protect	VERB
asir-5394	38	28	the	the	DET
asir-5394	38	29	ecological	ecological	ADJ
asir-5394	38	30	environment	environment	NOUN
asir-5394	38	31	and	and	CCONJ
asir-5394	38	32	natural	natural	ADJ
asir-5394	38	33	resources	resource	NOUN
asir-5394	38	34	.	.	PUNCT
asir-5394	39	1	therefore	therefore	ADV
asir-5394	39	2	,	,	PUNCT
asir-5394	39	3	high	high	ADJ
asir-5394	39	4	-	-	PUNCT
asir-5394	39	5	performance	performance	NOUN
asir-5394	39	6	concrete	concrete	NOUN
asir-5394	39	7	should	should	AUX
asir-5394	39	8	also	also	ADV
asir-5394	39	9	be	be	AUX
asir-5394	39	10	a	a	DET
asir-5394	39	11	sustainable	sustainable	ADJ
asir-5394	39	12	“	"	PUNCT
asir-5394	39	13	green	green	ADJ
asir-5394	39	14	concrete	concrete	NOUN
asir-5394	39	15	”	"	PUNCT
asir-5394	39	16	(	(	PUNCT
asir-5394	39	17	oeb	oeb	PROPN
asir-5394	39	18	,	,	PUNCT
asir-5394	39	19	poa	poa	NOUN
asir-5394	39	20	,	,	PUNCT
asir-5394	39	21	mtt	mtt	PROPN
asir-5394	39	22	,	,	PUNCT
asir-5394	39	23	et	et	PROPN
asir-5394	39	24	al	al	PROPN
asir-5394	39	25	.	.	PROPN
asir-5394	39	26	,	,	PUNCT
asir-5394	39	27	2020	2020	NUM
asir-5394	39	28	;	;	PUNCT
asir-5394	39	29	kambham	kambham	PROPN
asir-5394	39	30	,	,	PUNCT
asir-5394	39	31	ram	ram	NOUN
asir-5394	39	32	,	,	PUNCT
asir-5394	39	33	&	&	CCONJ
asir-5394	39	34	raju	raju	PROPN
asir-5394	39	35	,	,	PUNCT
asir-5394	39	36	2019	2019	NUM
asir-5394	39	37	)	)	PUNCT
asir-5394	39	38	.	.	PUNCT
asir-5394	40	1	2.2	2.2	NUM
asir-5394	40	2	chaos	chaos	NOUN
asir-5394	40	3	particle	particle	NOUN
asir-5394	40	4	swarm	swarm	NOUN
asir-5394	40	5	optimization	optimization	NOUN
asir-5394	40	6	compared	compare	VERB
asir-5394	40	7	with	with	ADP
asir-5394	40	8	other	other	ADJ
asir-5394	40	9	algorithms	algorithm	NOUN
asir-5394	40	10	,	,	PUNCT
asir-5394	40	11	the	the	DET
asir-5394	40	12	basic	basic	ADJ
asir-5394	40	13	particle	particle	NOUN
asir-5394	40	14	swarm	swarm	NOUN
asir-5394	40	15	optimization	optimization	NOUN
asir-5394	40	16	(	(	PUNCT
asir-5394	40	17	pso	pso	NOUN
asir-5394	40	18	)	)	PUNCT
asir-5394	40	19	has	have	VERB
asir-5394	40	20	the	the	DET
asir-5394	40	21	advantage	advantage	NOUN
asir-5394	40	22	of	of	ADP
asir-5394	40	23	faster	fast	ADJ
asir-5394	40	24	search	search	NOUN
asir-5394	40	25	,	,	PUNCT
asir-5394	40	26	but	but	CCONJ
asir-5394	40	27	it	it	PRON
asir-5394	40	28	also	also	ADV
asir-5394	40	29	has	have	VERB
asir-5394	40	30	disadvantages	disadvantage	NOUN
asir-5394	40	31	such	such	ADJ
asir-5394	40	32	as	as	ADP
asir-5394	40	33	being	be	AUX
asir-5394	40	34	easy	easy	ADJ
asir-5394	40	35	to	to	PART
asir-5394	40	36	fall	fall	VERB
asir-5394	40	37	into	into	ADP
asir-5394	40	38	the	the	DET
asir-5394	40	39	local	local	ADJ
asir-5394	40	40	optimal	optimal	ADJ
asir-5394	40	41	solution	solution	NOUN
asir-5394	40	42	(	(	PUNCT
asir-5394	40	43	nejati	nejati	PROPN
asir-5394	40	44	,	,	PUNCT
asir-5394	40	45	ahmadi	ahmadi	PROPN
asir-5394	40	46	,	,	PUNCT
asir-5394	40	47	&	&	CCONJ
asir-5394	40	48	edalatpanah	edalatpanah	PROPN
asir-5394	40	49	,	,	PUNCT
asir-5394	40	50	2019	2019	NUM
asir-5394	40	51	)	)	PUNCT
asir-5394	40	52	.	.	PUNCT
asir-5394	41	1	many	many	ADJ
asir-5394	41	2	scholars	scholar	NOUN
asir-5394	41	3	have	have	AUX
asir-5394	41	4	continuously	continuously	ADV
asir-5394	41	5	improved	improve	VERB
asir-5394	41	6	the	the	DET
asir-5394	41	7	traditional	traditional	ADJ
asir-5394	41	8	particle	particle	NOUN
asir-5394	41	9	swarm	swarm	NOUN
asir-5394	41	10	optimization	optimization	NOUN
asir-5394	41	11	,	,	PUNCT
asir-5394	41	12	and	and	CCONJ
asir-5394	41	13	proposed	propose	VERB
asir-5394	41	14	particle	particle	NOUN
asir-5394	41	15	swarm	swarm	NOUN
asir-5394	41	16	optimization	optimization	NOUN
asir-5394	41	17	with	with	ADP
asir-5394	41	18	shrinkage	shrinkage	NOUN
asir-5394	41	19	factor	factor	NOUN
asir-5394	41	20	,	,	PUNCT
asir-5394	41	21	particle	particle	NOUN
asir-5394	41	22	swarm	swarm	NOUN
asir-5394	41	23	optimization	optimization	NOUN
asir-5394	41	24	with	with	ADP
asir-5394	41	25	dynamic	dynamic	ADJ
asir-5394	41	26	neighborhood	neighborhood	NOUN
asir-5394	41	27	,	,	PUNCT
asir-5394	41	28	etc	etc	X
asir-5394	41	29	.	.	X
asir-5394	42	1	(	(	PUNCT
asir-5394	42	2	chiniforush	chiniforush	ADJ
asir-5394	42	3	,	,	PUNCT
asir-5394	42	4	gharehchaei	gharehchaei	ADJ
asir-5394	42	5	,	,	PUNCT
asir-5394	42	6	nezhad	nezhad	VERB
asir-5394	42	7	,	,	PUNCT
asir-5394	42	8	et	et	PROPN
asir-5394	42	9	al	al	PROPN
asir-5394	42	10	.	.	PROPN
asir-5394	42	11	,	,	PUNCT
asir-5394	42	12	2021	2021	NUM
asir-5394	42	13	)	)	PUNCT
asir-5394	42	14	.	.	PUNCT
asir-5394	43	1	the	the	DET
asir-5394	43	2	chaotic	chaotic	ADJ
asir-5394	43	3	particle	particle	NOUN
asir-5394	43	4	swarm	swarm	NOUN
asir-5394	43	5	optimization	optimization	NOUN
asir-5394	43	6	(	(	PUNCT
asir-5394	43	7	cpso	cpso	NOUN
asir-5394	43	8	)	)	PUNCT
asir-5394	43	9	is	be	AUX
asir-5394	43	10	a	a	DET
asir-5394	43	11	hybrid	hybrid	ADJ
asir-5394	43	12	particle	particle	NOUN
asir-5394	43	13	swarm	swarm	NOUN
asir-5394	43	14	algorithm	algorithm	NOUN
asir-5394	43	15	that	that	PRON
asir-5394	43	16	adds	add	VERB
asir-5394	43	17	the	the	DET
asir-5394	43	18	chaos	chaos	NOUN
asir-5394	43	19	principle	principle	NOUN
asir-5394	43	20	to	to	ADP
asir-5394	43	21	the	the	DET
asir-5394	43	22	particle	particle	NOUN
asir-5394	43	23	swarm	swarm	NOUN
asir-5394	43	24	optimization	optimization	NOUN
asir-5394	43	25	.	.	PUNCT
asir-5394	44	1	it	it	PRON
asir-5394	44	2	combines	combine	VERB
asir-5394	44	3	the	the	DET
asir-5394	44	4	global	global	ADJ
asir-5394	44	5	optimal	optimal	ADJ
asir-5394	44	6	search	search	NOUN
asir-5394	44	7	ability	ability	NOUN
asir-5394	44	8	of	of	ADP
asir-5394	44	9	the	the	DET
asir-5394	44	10	chaotic	chaotic	ADJ
asir-5394	44	11	search	search	NOUN
asir-5394	44	12	and	and	CCONJ
asir-5394	44	13	can	can	AUX
asir-5394	44	14	better	well	ADV
asir-5394	44	15	overcome	overcome	VERB
asir-5394	44	16	some	some	PRON
asir-5394	44	17	of	of	ADP
asir-5394	44	18	the	the	DET
asir-5394	44	19	shortcomings	shortcoming	NOUN
asir-5394	44	20	of	of	ADP
asir-5394	44	21	the	the	DET
asir-5394	44	22	particle	particle	NOUN
asir-5394	44	23	swarm	swarm	NOUN
asir-5394	44	24	optimization	optimization	NOUN
asir-5394	44	25	.	.	PUNCT
asir-5394	45	1	compared	compare	VERB
asir-5394	45	2	with	with	ADP
asir-5394	45	3	other	other	ADJ
asir-5394	45	4	algorithms	algorithm	NOUN
asir-5394	45	5	,	,	PUNCT
asir-5394	45	6	chaotic	chaotic	ADJ
asir-5394	45	7	particle	particle	NOUN
asir-5394	45	8	swarm	swarm	NOUN
asir-5394	45	9	optimization	optimization	NOUN
asir-5394	45	10	is	be	AUX
asir-5394	45	11	simpler	simple	ADJ
asir-5394	45	12	,	,	PUNCT
asir-5394	45	13	easier	easy	ADJ
asir-5394	45	14	to	to	PART
asir-5394	45	15	implement	implement	VERB
asir-5394	45	16	,	,	PUNCT
asir-5394	45	17	and	and	CCONJ
asir-5394	45	18	has	have	VERB
asir-5394	45	19	better	well	ADJ
asir-5394	45	20	global	global	ADJ
asir-5394	45	21	search	search	NOUN
asir-5394	45	22	ability	ability	NOUN
asir-5394	45	23	.	.	PUNCT
asir-5394	46	1	it	it	PRON
asir-5394	46	2	has	have	AUX
asir-5394	46	3	been	be	AUX
asir-5394	46	4	proved	prove	VERB
asir-5394	46	5	that	that	SCONJ
asir-5394	46	6	cpso	cpso	NOUN
asir-5394	46	7	has	have	VERB
asir-5394	46	8	better	well	ADJ
asir-5394	46	9	optimization	optimization	NOUN
asir-5394	46	10	ability	ability	NOUN
asir-5394	46	11	and	and	CCONJ
asir-5394	46	12	evolution	evolution	NOUN
asir-5394	46	13	efficiency	efficiency	NOUN
asir-5394	46	14	than	than	ADP
asir-5394	46	15	basic	basic	ADJ
asir-5394	46	16	pso	pso	NOUN
asir-5394	46	17	algorithm	algorithm	NOUN
asir-5394	46	18	(	(	PUNCT
asir-5394	46	19	sheludko	sheludko	PROPN
asir-5394	46	20	,	,	PUNCT
asir-5394	46	21	2018	2018	NUM
asir-5394	46	22	;	;	PUNCT
asir-5394	46	23	kaya	kaya	PROPN
asir-5394	46	24	,	,	PUNCT
asir-5394	46	25	gümüü	gümüü	PROPN
asir-5394	46	26	,	,	PUNCT
asir-5394	46	27	abdülkadir	abdülkadir	PROPN
asir-5394	46	28	,	,	PUNCT
asir-5394	46	29	aydilek	aydilek	NOUN
asir-5394	46	30	,	,	PUNCT
asir-5394	46	31	et	et	PROPN
asir-5394	46	32	al	al	PROPN
asir-5394	46	33	.	.	PROPN
asir-5394	46	34	,	,	PUNCT
asir-5394	46	35	2021	2021	NUM
asir-5394	46	36	)	)	PUNCT
asir-5394	46	37	.	.	PUNCT
asir-5394	47	1	chaos	chaos	NOUN
asir-5394	47	2	is	be	AUX
asir-5394	47	3	a	a	DET
asir-5394	47	4	common	common	ADJ
asir-5394	47	5	phenomenon	phenomenon	NOUN
asir-5394	47	6	in	in	ADP
asir-5394	47	7	nonlinear	nonlinear	ADJ
asir-5394	47	8	systems	system	NOUN
asir-5394	47	9	(	(	PUNCT
asir-5394	47	10	bilal	bilal	PROPN
asir-5394	47	11	&	&	CCONJ
asir-5394	47	12	ztürk	ztürk	PROPN
asir-5394	47	13	,	,	PUNCT
asir-5394	47	14	2021	2021	NUM
asir-5394	47	15	)	)	PUNCT
asir-5394	47	16	.	.	PUNCT
asir-5394	48	1	chaos	chaos	NOUN
asir-5394	48	2	is	be	AUX
asir-5394	48	3	a	a	DET
asir-5394	48	4	phenomenon	phenomenon	NOUN
asir-5394	48	5	with	with	ADP
asir-5394	48	6	a	a	DET
asir-5394	48	7	subtle	subtle	ADJ
asir-5394	48	8	internal	internal	ADJ
asir-5394	48	9	structure	structure	NOUN
asir-5394	48	10	.	.	PUNCT
asir-5394	49	1	chaos	chaos	NOUN
asir-5394	49	2	movement	movement	NOUN
asir-5394	49	3	has	have	VERB
asir-5394	49	4	the	the	DET
asir-5394	49	5	characteristics	characteristic	NOUN
asir-5394	49	6	of	of	ADP
asir-5394	49	7	craftsmanship	craftsmanship	NOUN
asir-5394	49	8	,	,	PUNCT
asir-5394	49	9	randomness	randomness	NOUN
asir-5394	49	10	and	and	CCONJ
asir-5394	49	11	regularity	regularity	NOUN
asir-5394	49	12	.	.	PUNCT
asir-5394	50	1	to	to	ADP
asir-5394	50	2	a	a	DET
asir-5394	50	3	certain	certain	ADJ
asir-5394	50	4	extent	extent	NOUN
asir-5394	50	5	,	,	PUNCT
asir-5394	50	6	it	it	PRON
asir-5394	50	7	follows	follow	VERB
asir-5394	50	8	its	its	PRON
asir-5394	50	9	own	own	ADJ
asir-5394	50	10	laws	law	NOUN
asir-5394	50	11	across	across	ADP
asir-5394	50	12	all	all	DET
asir-5394	50	13	situations	situation	NOUN
asir-5394	50	14	without	without	ADP
asir-5394	50	15	repetition	repetition	NOUN
asir-5394	50	16	(	(	PUNCT
asir-5394	50	17	garcía	garcía	NOUN
asir-5394	50	18	-	-	PUNCT
asir-5394	50	19	ródenas	ródena	NOUN
asir-5394	50	20	,	,	PUNCT
asir-5394	50	21	linares	linare	NOUN
asir-5394	50	22	,	,	PUNCT
asir-5394	50	23	&	&	CCONJ
asir-5394	50	24	lópez	lópez	PROPN
asir-5394	50	25	-	-	PUNCT
asir-5394	50	26	gómez	gómez	NOUN
asir-5394	50	27	,	,	PUNCT
asir-5394	50	28	2021	2021	NUM
asir-5394	50	29	)	)	PUNCT
asir-5394	50	30	.	.	PUNCT
asir-5394	51	1	chaos	chaos	NOUN
asir-5394	51	2	search	search	NOUN
asir-5394	51	3	has	have	VERB
asir-5394	51	4	inherent	inherent	ADJ
asir-5394	51	5	randomness	randomness	NOUN
asir-5394	51	6	and	and	CCONJ
asir-5394	51	7	initial	initial	ADJ
asir-5394	51	8	value	value	NOUN
asir-5394	51	9	sensitivity	sensitivity	NOUN
asir-5394	51	10	.	.	PUNCT
asir-5394	52	1	inherent	inherent	ADJ
asir-5394	52	2	randomness	randomness	NOUN
asir-5394	52	3	means	mean	VERB
asir-5394	52	4	that	that	SCONJ
asir-5394	52	5	the	the	DET
asir-5394	52	6	motion	motion	NOUN
asir-5394	52	7	law	law	NOUN
asir-5394	52	8	of	of	ADP
asir-5394	52	9	chaotic	chaotic	ADJ
asir-5394	52	10	motion	motion	NOUN
asir-5394	52	11	is	be	AUX
asir-5394	52	12	irregular	irregular	ADJ
asir-5394	52	13	,	,	PUNCT
asir-5394	52	14	similar	similar	ADJ
asir-5394	52	15	to	to	ADP
asir-5394	52	16	randomness	randomness	NOUN
asir-5394	52	17	;	;	PUNCT
asir-5394	52	18	initial	initial	ADJ
asir-5394	52	19	value	value	NOUN
asir-5394	52	20	sensitivity	sensitivity	NOUN
asir-5394	52	21	means	mean	VERB
asir-5394	52	22	that	that	SCONJ
asir-5394	52	23	if	if	SCONJ
asir-5394	52	24	the	the	DET
asir-5394	52	25	chaos	chaos	NOUN
asir-5394	52	26	search	search	NOUN
asir-5394	52	27	is	be	AUX
asir-5394	52	28	through	through	ADP
asir-5394	52	29	some	some	DET
asir-5394	52	30	equations	equation	NOUN
asir-5394	52	31	after	after	SCONJ
asir-5394	52	32	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-5394	52	33	applied	apply	VERB
asir-5394	52	34	science	science	NOUN
asir-5394	52	35	and	and	CCONJ
asir-5394	52	36	innovative	innovative	ADJ
asir-5394	52	37	research	research	NOUN
asir-5394	52	38	vol	vol	NOUN
asir-5394	52	39	.	.	PROPN
asir-5394	53	1	6	6	NUM
asir-5394	53	2	,	,	PUNCT
asir-5394	53	3	no	no	INTJ
asir-5394	53	4	.	.	NOUN
asir-5394	53	5	4	4	NUM
asir-5394	53	6	,	,	PUNCT
asir-5394	53	7	2022	2022	NUM
asir-5394	53	8	118	118	NUM
asir-5394	53	9	published	publish	VERB
asir-5394	53	10	by	by	ADP
asir-5394	53	11	scholink	scholink	PROPN
asir-5394	53	12	inc	inc	PROPN
asir-5394	53	13	.	.	PUNCT
asir-5394	54	1	many	many	ADJ
asir-5394	54	2	iterations	iteration	NOUN
asir-5394	54	3	,	,	PUNCT
asir-5394	54	4	it	it	PRON
asir-5394	54	5	is	be	AUX
asir-5394	54	6	more	more	ADV
asir-5394	54	7	sensitive	sensitive	ADJ
asir-5394	54	8	to	to	ADP
asir-5394	54	9	the	the	DET
asir-5394	54	10	original	original	ADJ
asir-5394	54	11	value	value	NOUN
asir-5394	54	12	.	.	PUNCT
asir-5394	55	1	the	the	DET
asir-5394	55	2	basic	basic	ADJ
asir-5394	55	3	particle	particle	NOUN
asir-5394	55	4	swarm	swarm	NOUN
asir-5394	55	5	optimization	optimization	NOUN
asir-5394	55	6	algorithm	algorithm	NOUN
asir-5394	55	7	is	be	AUX
asir-5394	55	8	prone	prone	ADJ
asir-5394	55	9	to	to	PART
asir-5394	55	10	oscillate	oscillate	VERB
asir-5394	55	11	around	around	ADP
asir-5394	55	12	the	the	DET
asir-5394	55	13	local	local	ADJ
asir-5394	55	14	optimal	optimal	ADJ
asir-5394	55	15	solution	solution	NOUN
asir-5394	55	16	in	in	ADP
asir-5394	55	17	the	the	DET
asir-5394	55	18	solution	solution	NOUN
asir-5394	55	19	space	space	NOUN
asir-5394	55	20	,	,	PUNCT
asir-5394	55	21	so	so	CCONJ
asir-5394	55	22	the	the	DET
asir-5394	55	23	basic	basic	ADJ
asir-5394	55	24	particle	particle	NOUN
asir-5394	55	25	swarm	swarm	NOUN
asir-5394	55	26	optimization	optimization	NOUN
asir-5394	55	27	algorithm	algorithm	NOUN
asir-5394	55	28	is	be	AUX
asir-5394	55	29	improved	improve	VERB
asir-5394	55	30	,	,	PUNCT
asir-5394	55	31	and	and	CCONJ
asir-5394	55	32	the	the	DET
asir-5394	55	33	chaos	chaos	NOUN
asir-5394	55	34	algorithm	algorithm	NOUN
asir-5394	55	35	and	and	CCONJ
asir-5394	55	36	the	the	DET
asir-5394	55	37	particle	particle	NOUN
asir-5394	55	38	swarm	swarm	NOUN
asir-5394	55	39	optimization	optimization	NOUN
asir-5394	55	40	algorithm	algorithm	NOUN
asir-5394	55	41	are	be	AUX
asir-5394	55	42	parallelized	parallelize	VERB
asir-5394	55	43	.	.	PUNCT
asir-5394	56	1	therefore	therefore	ADV
asir-5394	56	2	,	,	PUNCT
asir-5394	56	3	during	during	ADP
asir-5394	56	4	initialization	initialization	NOUN
asir-5394	56	5	,	,	PUNCT
asir-5394	56	6	the	the	DET
asir-5394	56	7	method	method	NOUN
asir-5394	56	8	of	of	ADP
asir-5394	56	9	chaos	chaos	NOUN
asir-5394	56	10	is	be	AUX
asir-5394	56	11	used	use	VERB
asir-5394	56	12	to	to	PART
asir-5394	56	13	select	select	VERB
asir-5394	56	14	several	several	ADJ
asir-5394	56	15	positions	position	NOUN
asir-5394	56	16	with	with	ADP
asir-5394	56	17	better	well	ADJ
asir-5394	56	18	values	value	NOUN
asir-5394	56	19	as	as	ADP
asir-5394	56	20	initial	initial	ADJ
asir-5394	56	21	particles	particle	NOUN
asir-5394	56	22	,	,	PUNCT
asir-5394	56	23	which	which	PRON
asir-5394	56	24	can	can	AUX
asir-5394	56	25	speed	speed	VERB
asir-5394	56	26	up	up	ADP
asir-5394	56	27	the	the	DET
asir-5394	56	28	operation	operation	NOUN
asir-5394	56	29	speed	speed	NOUN
asir-5394	56	30	of	of	ADP
asir-5394	56	31	the	the	DET
asir-5394	56	32	algorithm	algorithm	NOUN
asir-5394	56	33	(	(	PUNCT
asir-5394	56	34	yousri	yousri	PROPN
asir-5394	56	35	,	,	PUNCT
asir-5394	56	36	allam	allam	PROPN
asir-5394	56	37	,	,	PUNCT
asir-5394	56	38	eteiba	eteiba	PROPN
asir-5394	56	39	,	,	PUNCT
asir-5394	56	40	et	et	PROPN
asir-5394	56	41	al	al	PROPN
asir-5394	56	42	.	.	PROPN
asir-5394	56	43	,	,	PUNCT
asir-5394	56	44	2020	2020	NUM
asir-5394	56	45	;	;	PUNCT
asir-5394	56	46	shirani	shirani	PROPN
asir-5394	56	47	&	&	CCONJ
asir-5394	56	48	safi	safi	PROPN
asir-5394	56	49	-	-	PUNCT
asir-5394	56	50	esfahani	esfahani	PROPN
asir-5394	56	51	,	,	PUNCT
asir-5394	56	52	2020	2020	NUM
asir-5394	56	53	)	)	PUNCT
asir-5394	56	54	.	.	PUNCT
asir-5394	57	1	the	the	DET
asir-5394	57	2	algorithm	algorithm	NOUN
asir-5394	57	3	flow	flow	NOUN
asir-5394	57	4	is	be	AUX
asir-5394	57	5	as	as	SCONJ
asir-5394	57	6	follows	follow	VERB
asir-5394	57	7	:	:	PUNCT
asir-5394	57	8	step	step	NOUN
asir-5394	57	9	1	1	NUM
asir-5394	57	10	:	:	PUNCT
asir-5394	57	11	chaos	chaos	NOUN
asir-5394	57	12	initialization	initialization	NOUN
asir-5394	57	13	forms	form	VERB
asir-5394	57	14	the	the	DET
asir-5394	57	15	position	position	NOUN
asir-5394	57	16	and	and	CCONJ
asir-5394	57	17	velocity	velocity	NOUN
asir-5394	57	18	of	of	ADP
asir-5394	57	19	particles	particle	NOUN
asir-5394	57	20	,	,	PUNCT
asir-5394	57	21	and	and	CCONJ
asir-5394	57	22	calculates	calculate	VERB
asir-5394	57	23	the	the	DET
asir-5394	57	24	initial	initial	ADJ
asir-5394	57	25	individual	individual	ADJ
asir-5394	57	26	particle	particle	NOUN
asir-5394	57	27	end	end	NOUN
asir-5394	57	28	and	and	CCONJ
asir-5394	57	29	global	global	ADJ
asir-5394	57	30	end	end	NOUN
asir-5394	57	31	of	of	ADP
asir-5394	57	32	the	the	DET
asir-5394	57	33	particle	particle	NOUN
asir-5394	57	34	swarm	swarm	NOUN
asir-5394	57	35	.	.	PUNCT
asir-5394	58	1	the	the	DET
asir-5394	58	2	optimal	optimal	ADJ
asir-5394	58	3	number	number	NOUN
asir-5394	58	4	of	of	ADP
asir-5394	58	5	chaotic	chaotic	ADJ
asir-5394	58	6	variables	variable	NOUN
asir-5394	58	7	is	be	AUX
asir-5394	58	8	selected	select	VERB
asir-5394	58	9	as	as	ADP
asir-5394	58	10	the	the	DET
asir-5394	58	11	initial	initial	ADJ
asir-5394	58	12	particle	particle	NOUN
asir-5394	58	13	population	population	NOUN
asir-5394	58	14	.	.	PUNCT
asir-5394	59	1	step	step	NOUN
asir-5394	59	2	2	2	NUM
asir-5394	59	3	:	:	PUNCT
asir-5394	59	4	taking	take	VERB
asir-5394	59	5	the	the	DET
asir-5394	59	6	current	current	ADJ
asir-5394	59	7	particle	particle	NOUN
asir-5394	59	8	position	position	NOUN
asir-5394	59	9	as	as	ADP
asir-5394	59	10	the	the	DET
asir-5394	59	11	chaotic	chaotic	ADJ
asir-5394	59	12	variable	variable	NOUN
asir-5394	59	13	,	,	PUNCT
asir-5394	59	14	update	update	VERB
asir-5394	59	15	the	the	DET
asir-5394	59	16	chaotic	chaotic	ADJ
asir-5394	59	17	sequence	sequence	NOUN
asir-5394	59	18	and	and	CCONJ
asir-5394	59	19	calculate	calculate	VERB
asir-5394	59	20	and	and	CCONJ
asir-5394	59	21	evaluate	evaluate	VERB
asir-5394	59	22	the	the	DET
asir-5394	59	23	f1	f1	NOUN
asir-5394	59	24	suitability	suitability	NOUN
asir-5394	59	25	.	.	PUNCT
asir-5394	60	1	step	step	NOUN
asir-5394	60	2	3	3	NUM
asir-5394	60	3	:	:	PUNCT
asir-5394	60	4	update	update	VERB
asir-5394	60	5	the	the	DET
asir-5394	60	6	particle	particle	NOUN
asir-5394	60	7	swarm	swarm	NOUN
asir-5394	60	8	according	accord	VERB
asir-5394	60	9	to	to	ADP
asir-5394	60	10	the	the	DET
asir-5394	60	11	initial	initial	ADJ
asir-5394	60	12	particle	particle	NOUN
asir-5394	60	13	swarm	swarm	NOUN
asir-5394	60	14	,	,	PUNCT
asir-5394	60	15	update	update	VERB
asir-5394	60	16	the	the	DET
asir-5394	60	17	particle	particle	NOUN
asir-5394	60	18	position	position	NOUN
asir-5394	60	19	and	and	CCONJ
asir-5394	60	20	velocity	velocity	NOUN
asir-5394	60	21	,	,	PUNCT
asir-5394	60	22	and	and	CCONJ
asir-5394	60	23	calculate	calculate	VERB
asir-5394	60	24	and	and	CCONJ
asir-5394	60	25	evaluate	evaluate	VERB
asir-5394	60	26	the	the	DET
asir-5394	60	27	f2	f2	PROPN
asir-5394	60	28	suitability	suitability	NOUN
asir-5394	60	29	to	to	PART
asir-5394	60	30	satisfy	satisfy	VERB
asir-5394	60	31	the	the	DET
asir-5394	60	32	flexible	flexible	ADJ
asir-5394	60	33	resource	resource	NOUN
asir-5394	60	34	constraints	constraint	NOUN
asir-5394	60	35	according	accord	VERB
asir-5394	60	36	to	to	ADP
asir-5394	60	37	the	the	DET
asir-5394	60	38	rules	rule	NOUN
asir-5394	60	39	.	.	PUNCT
asir-5394	61	1	step	step	NOUN
asir-5394	61	2	4	4	NUM
asir-5394	61	3	:	:	PUNCT
asir-5394	61	4	compare	compare	VERB
asir-5394	61	5	the	the	DET
asir-5394	61	6	two	two	NUM
asir-5394	61	7	fitnesses	fitness	NOUN
asir-5394	61	8	f1	f1	NOUN
asir-5394	61	9	and	and	CCONJ
asir-5394	61	10	f2	f2	PROPN
asir-5394	61	11	.	.	PUNCT
asir-5394	62	1	keep	keep	VERB
asir-5394	62	2	the	the	DET
asir-5394	62	3	best	good	ADJ
asir-5394	62	4	solution	solution	NOUN
asir-5394	62	5	.	.	PUNCT
asir-5394	63	1	update	update	NOUN
asir-5394	63	2	local	local	ADJ
asir-5394	63	3	particle	particle	NOUN
asir-5394	63	4	optima	optima	PROPN
asir-5394	63	5	and	and	CCONJ
asir-5394	63	6	total	total	ADJ
asir-5394	63	7	optima	optima	PROPN
asir-5394	63	8	.	.	PUNCT
asir-5394	64	1	step	step	NOUN
asir-5394	64	2	5	5	NUM
asir-5394	64	3	:	:	PUNCT
asir-5394	64	4	if	if	SCONJ
asir-5394	64	5	the	the	DET
asir-5394	64	6	maximum	maximum	ADJ
asir-5394	64	7	number	number	NOUN
asir-5394	64	8	of	of	ADP
asir-5394	64	9	repetitions	repetition	NOUN
asir-5394	64	10	is	be	AUX
asir-5394	64	11	reached	reach	VERB
asir-5394	64	12	,	,	PUNCT
asir-5394	64	13	return	return	VERB
asir-5394	64	14	the	the	DET
asir-5394	64	15	total	total	ADJ
asir-5394	64	16	optimal	optimal	ADJ
asir-5394	64	17	gbest	gb	ADJ
asir-5394	64	18	solution	solution	NOUN
asir-5394	64	19	,	,	PUNCT
asir-5394	64	20	otherwise	otherwise	ADV
asir-5394	64	21	go	go	VERB
asir-5394	64	22	to	to	PART
asir-5394	64	23	step	step	VERB
asir-5394	64	24	2	2	NUM
asir-5394	64	25	.	.	NOUN
asir-5394	65	1	3	3	NUM
asir-5394	65	2	.	.	X
asir-5394	65	3	investigation	investigation	NOUN
asir-5394	65	4	and	and	CCONJ
asir-5394	65	5	research	research	NOUN
asir-5394	65	6	on	on	ADP
asir-5394	65	7	optimal	optimal	ADJ
asir-5394	65	8	design	design	NOUN
asir-5394	65	9	of	of	ADP
asir-5394	65	10	high	high	ADJ
asir-5394	65	11	strength	strength	NOUN
asir-5394	65	12	concrete	concrete	ADJ
asir-5394	65	13	mix	mix	NOUN
asir-5394	65	14	proportion	proportion	NOUN
asir-5394	65	15	based	base	VERB
asir-5394	65	16	on	on	ADP
asir-5394	65	17	chaos	chaos	NOUN
asir-5394	65	18	particle	particle	NOUN
asir-5394	65	19	swarm	swarm	NOUN
asir-5394	65	20	optimization	optimization	NOUN
asir-5394	65	21	3.1	3.1	NUM
asir-5394	65	22	multi	multi	ADJ
asir-5394	65	23	-	-	ADJ
asir-5394	65	24	objective	objective	ADJ
asir-5394	65	25	optimization	optimization	NOUN
asir-5394	65	26	model	model	NOUN
asir-5394	65	27	design	design	NOUN
asir-5394	65	28	of	of	ADP
asir-5394	65	29	high	high	ADJ
asir-5394	65	30	-	-	PUNCT
asir-5394	65	31	strength	strength	NOUN
asir-5394	65	32	and	and	CCONJ
asir-5394	65	33	high	high	ADJ
asir-5394	65	34	-	-	PUNCT
asir-5394	65	35	performance	performance	NOUN
asir-5394	65	36	concrete	concrete	NOUN
asir-5394	65	37	(	(	PUNCT
asir-5394	65	38	1	1	X
asir-5394	65	39	)	)	PUNCT
asir-5394	65	40	constraints	constraint	NOUN
asir-5394	65	41	set	set	VERB
asir-5394	65	42	the	the	DET
asir-5394	65	43	water	water	NOUN
asir-5394	65	44	-	-	PUNCT
asir-5394	65	45	binder	binder	NOUN
asir-5394	65	46	ratio	ratio	NOUN
asir-5394	65	47	,	,	PUNCT
asir-5394	65	48	sand	sand	NOUN
asir-5394	65	49	ratio	ratio	NOUN
asir-5394	65	50	,	,	PUNCT
asir-5394	65	51	water	water	NOUN
asir-5394	65	52	-	-	PUNCT
asir-5394	65	53	reducing	reduce	VERB
asir-5394	65	54	agent	agent	NOUN
asir-5394	65	55	(	(	PUNCT
asir-5394	65	56	kg	kg	NOUN
asir-5394	65	57	)	)	PUNCT
asir-5394	65	58	,	,	PUNCT
asir-5394	65	59	silica	silica	NOUN
asir-5394	65	60	fume	fume	NOUN
asir-5394	65	61	(	(	PUNCT
asir-5394	65	62	kg	kg	NOUN
asir-5394	65	63	)	)	PUNCT
asir-5394	65	64	,	,	PUNCT
asir-5394	65	65	and	and	CCONJ
asir-5394	65	66	fly	fly	VERB
asir-5394	65	67	ash	ash	NOUN
asir-5394	65	68	(	(	PUNCT
asir-5394	65	69	kg	kg	NOUN
asir-5394	65	70	)	)	PUNCT
asir-5394	65	71	in	in	ADP
asir-5394	65	72	1m3	1m3	NUM
asir-5394	65	73	high	high	ADJ
asir-5394	65	74	-	-	PUNCT
asir-5394	65	75	strength	strength	NOUN
asir-5394	65	76	high	high	ADJ
asir-5394	65	77	-	-	PUNCT
asir-5394	65	78	performance	performance	NOUN
asir-5394	65	79	concrete	concrete	NOUN
asir-5394	65	80	(	(	PUNCT
asir-5394	65	81	kg	kg	NOUN
asir-5394	65	82	)	)	PUNCT
asir-5394	65	83	to	to	PART
asir-5394	65	84	be	be	AUX
asir-5394	65	85	1x	1x	NUM
asir-5394	65	86	,	,	PUNCT
asir-5394	65	87	2x	2x	NUM
asir-5394	65	88	,	,	PUNCT
asir-5394	65	89	3x	3x	NUM
asir-5394	65	90	,	,	PUNCT
asir-5394	65	91	4x	4x	NUM
asir-5394	65	92	,	,	PUNCT
asir-5394	65	93	5x	5x	NOUN
asir-5394	65	94	respectively	respectively	ADV
asir-5394	65	95	.	.	PUNCT
asir-5394	66	1	restrictions	restriction	NOUN
asir-5394	66	2	:	:	PUNCT
asir-5394	66	3	)	)	PUNCT
asir-5394	66	4	(	(	PUNCT
asir-5394	66	5	)	)	PUNCT
asir-5394	66	6	(	(	PUNCT
asir-5394	66	7	u	u	NOUN
asir-5394	66	8	ii	ii	VERB
asir-5394	66	9	l	l	NOUN
asir-5394	67	1	i	i	PRON
asir-5394	67	2	xxx	xxx	VERB
asir-5394	67	3			NOUN
asir-5394	67	4	(	(	PUNCT
asir-5394	67	5	1	1	NUM
asir-5394	67	6	)	)	PUNCT
asir-5394	67	7	in	in	ADP
asir-5394	67	8	the	the	DET
asir-5394	67	9	formula	formula	NOUN
asir-5394	67	10	,	,	PUNCT
asir-5394	67	11	xi	xi	X
asir-5394	67	12	(	(	PUNCT
asir-5394	67	13	l	l	NOUN
asir-5394	67	14	)	)	PUNCT
asir-5394	67	15	,	,	PUNCT
asir-5394	67	16	xi	xi	X
asir-5394	67	17	(	(	PUNCT
asir-5394	67	18	u	u	NOUN
asir-5394	67	19	)	)	PUNCT
asir-5394	67	20	(	(	PUNCT
asir-5394	67	21	i=5	i=5	PROPN
asir-5394	67	22	,	,	PUNCT
asir-5394	67	23	4	4	NUM
asir-5394	67	24	,	,	PUNCT
asir-5394	67	25	3	3	NUM
asir-5394	67	26	,	,	PUNCT
asir-5394	67	27	2	2	NUM
asir-5394	67	28	,	,	PUNCT
asir-5394	67	29	1	1	NUM
asir-5394	67	30	)	)	PUNCT
asir-5394	67	31	represent	represent	VERB
asir-5394	67	32	the	the	DET
asir-5394	67	33	water	water	NOUN
asir-5394	67	34	-	-	PUNCT
asir-5394	67	35	binder	binder	NOUN
asir-5394	67	36	ratio	ratio	NOUN
asir-5394	67	37	,	,	PUNCT
asir-5394	67	38	the	the	DET
asir-5394	67	39	sand	sand	NOUN
asir-5394	67	40	ratio	ratio	NOUN
asir-5394	67	41	and	and	CCONJ
asir-5394	67	42	the	the	DET
asir-5394	67	43	lower	low	ADJ
asir-5394	67	44	and	and	CCONJ
asir-5394	67	45	upper	upper	ADJ
asir-5394	67	46	limits	limit	NOUN
asir-5394	67	47	of	of	ADP
asir-5394	67	48	the	the	DET
asir-5394	67	49	material	material	NOUN
asir-5394	67	50	.	.	PUNCT
asir-5394	68	1	(	(	PUNCT
asir-5394	68	2	2	2	X
asir-5394	68	3	)	)	PUNCT
asir-5394	68	4	objective	objective	ADJ
asir-5394	68	5	function	function	NOUN
asir-5394	68	6	due	due	ADP
asir-5394	68	7	to	to	ADP
asir-5394	68	8	the	the	DET
asir-5394	68	9	complex	complex	ADJ
asir-5394	68	10	nonlinear	nonlinear	ADJ
asir-5394	68	11	relationship	relationship	NOUN
asir-5394	68	12	between	between	ADP
asir-5394	68	13	the	the	DET
asir-5394	68	14	amount	amount	NOUN
asir-5394	68	15	of	of	ADP
asir-5394	68	16	raw	raw	ADJ
asir-5394	68	17	materials	material	NOUN
asir-5394	68	18	and	and	CCONJ
asir-5394	68	19	the	the	DET
asir-5394	68	20	properties	property	NOUN
asir-5394	68	21	of	of	ADP
asir-5394	68	22	concrete	concrete	NOUN
asir-5394	68	23	,	,	PUNCT
asir-5394	68	24	a	a	DET
asir-5394	68	25	multivariate	multivariate	NOUN
asir-5394	68	26	nonlinear	nonlinear	ADJ
asir-5394	68	27	model	model	NOUN
asir-5394	68	28	was	be	AUX
asir-5394	68	29	established	establish	VERB
asir-5394	68	30	between	between	ADP
asir-5394	68	31	the	the	DET
asir-5394	68	32	properties	property	NOUN
asir-5394	68	33	of	of	ADP
asir-5394	68	34	high	high	ADJ
asir-5394	68	35	-	-	PUNCT
asir-5394	68	36	strength	strength	NOUN
asir-5394	68	37	and	and	CCONJ
asir-5394	68	38	high	high	ADJ
asir-5394	68	39	-	-	PUNCT
asir-5394	68	40	performance	performance	NOUN
asir-5394	68	41	concrete	concrete	NOUN
asir-5394	68	42	and	and	CCONJ
asir-5394	68	43	the	the	DET
asir-5394	68	44	amount	amount	NOUN
asir-5394	68	45	of	of	ADP
asir-5394	68	46	raw	raw	ADJ
asir-5394	68	47	materials	material	NOUN
asir-5394	68	48	.	.	PUNCT
asir-5394	69	1	now	now	ADV
asir-5394	69	2	let	let	VERB
asir-5394	69	3	y	y	PRON
asir-5394	69	4	be	be	AUX
asir-5394	69	5	the	the	DET
asir-5394	69	6	concrete	concrete	ADJ
asir-5394	69	7	performance	performance	NOUN
asir-5394	69	8	index	index	NOUN
asir-5394	69	9	,	,	PUNCT
asir-5394	69	10	x1,	x1,	X
asir-5394	69	11	...	...	PUNCT
asir-5394	69	12	,xk	,xk	PUNCT
asir-5394	69	13	be	be	AUX
asir-5394	69	14	the	the	DET
asir-5394	69	15	amount	amount	NOUN
asir-5394	69	16	of	of	ADP
asir-5394	69	17	various	various	ADJ
asir-5394	69	18	raw	raw	ADJ
asir-5394	69	19	materials	material	NOUN
asir-5394	69	20	,	,	PUNCT
asir-5394	69	21	then	then	ADV
asir-5394	69	22	the	the	DET
asir-5394	69	23	multiple	multiple	ADJ
asir-5394	69	24	regression	regression	NOUN
asir-5394	69	25	model	model	NOUN
asir-5394	69	26	of	of	ADP
asir-5394	69	27	concrete	concrete	ADJ
asir-5394	69	28	performance	performance	NOUN
asir-5394	69	29	prediction	prediction	NOUN
asir-5394	69	30	can	can	AUX
asir-5394	69	31	be	be	AUX
asir-5394	69	32	expressed	express	VERB
asir-5394	69	33	by	by	ADP
asir-5394	69	34	the	the	DET
asir-5394	69	35	following	follow	VERB
asir-5394	69	36	formula	formula	NOUN
asir-5394	69	37	:	:	PUNCT
asir-5394	69	38	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-5394	69	39	applied	apply	VERB
asir-5394	69	40	science	science	NOUN
asir-5394	69	41	and	and	CCONJ
asir-5394	69	42	innovative	innovative	ADJ
asir-5394	69	43	research	research	NOUN
asir-5394	69	44	vol	vol	NOUN
asir-5394	69	45	.	.	PROPN
asir-5394	70	1	6	6	NUM
asir-5394	70	2	,	,	PUNCT
asir-5394	70	3	no	no	INTJ
asir-5394	70	4	.	.	NOUN
asir-5394	70	5	4	4	NUM
asir-5394	70	6	,	,	PUNCT
asir-5394	70	7	2022	2022	NUM
asir-5394	70	8	119	119	NUM
asir-5394	70	9	published	publish	VERB
asir-5394	70	10	by	by	ADP
asir-5394	70	11	scholink	scholink	PROPN
asir-5394	70	12	inc	inc	PROPN
asir-5394	70	13	.	.	PROPN
asir-5394	70	14	)	)	PUNCT
asir-5394	70	15	,	,	PUNCT
asir-5394	70	16	...	...	PUNCT
asir-5394	70	17	,	,	PUNCT
asir-5394	70	18	(	(	PUNCT
asir-5394	70	19	...	...	PUNCT
asir-5394	70	20	)	)	PUNCT
asir-5394	70	21	,	,	PUNCT
asir-5394	70	22	...	...	PUNCT
asir-5394	70	23	,	,	PUNCT
asir-5394	70	24	(	(	PUNCT
asir-5394	70	25	)	)	PUNCT
asir-5394	70	26	,	,	PUNCT
asir-5394	70	27	...	...	PUNCT
asir-5394	70	28	,	,	PUNCT
asir-5394	70	29	(	(	PUNCT
asir-5394	70	30	11221110	11221110	NUM
asir-5394	70	31	knnkk	knnkk	PROPN
asir-5394	70	32	xxfbxxfbxxfbby	xxfbxxfbxxfbby	PROPN
asir-5394	70	33			PROPN
asir-5394	70	34	(	(	PUNCT
asir-5394	70	35	2	2	NUM
asir-5394	70	36	)	)	PUNCT
asir-5394	70	37	where	where	SCONJ
asir-5394	70	38	all	all	DET
asir-5394	70	39	fi(x1,	fi(x1,	NOUN
asir-5394	70	40	...	...	PUNCT
asir-5394	70	41	,xk	,xk	NUM
asir-5394	70	42	)	)	PUNCT
asir-5394	70	43	are	be	AUX
asir-5394	70	44	defined	define	VERB
asir-5394	70	45	nonlinear	nonlinear	ADJ
asir-5394	70	46	functions	function	NOUN
asir-5394	70	47	of	of	ADP
asir-5394	70	48	the	the	DET
asir-5394	70	49	independent	independent	ADJ
asir-5394	70	50	variables	variable	NOUN
asir-5394	70	51	xj(j=1,	xj(j=1,	VERB
asir-5394	70	52	...	...	PUNCT
asir-5394	70	53	,k	,k	PUNCT
asir-5394	70	54	)	)	PUNCT
asir-5394	70	55	.	.	PUNCT
asir-5394	71	1	3.2	3.2	NUM
asir-5394	71	2	high	high	ADJ
asir-5394	71	3	-	-	PUNCT
asir-5394	71	4	strength	strength	NOUN
asir-5394	71	5	concrete	concrete	ADJ
asir-5394	71	6	intelligent	intelligent	ADJ
asir-5394	71	7	mix	mix	NOUN
asir-5394	71	8	ratio	ratio	NOUN
asir-5394	71	9	design	design	NOUN
asir-5394	71	10	system	system	NOUN
asir-5394	71	11	combined	combine	VERB
asir-5394	71	12	with	with	ADP
asir-5394	71	13	the	the	DET
asir-5394	71	14	concrete	concrete	ADJ
asir-5394	71	15	mix	mix	NOUN
asir-5394	71	16	design	design	NOUN
asir-5394	71	17	model	model	NOUN
asir-5394	71	18	and	and	CCONJ
asir-5394	71	19	related	related	ADJ
asir-5394	71	20	algorithms	algorithm	NOUN
asir-5394	71	21	proposed	propose	VERB
asir-5394	71	22	in	in	ADP
asir-5394	71	23	this	this	DET
asir-5394	71	24	paper	paper	NOUN
asir-5394	71	25	,	,	PUNCT
asir-5394	71	26	this	this	DET
asir-5394	71	27	paper	paper	NOUN
asir-5394	71	28	designs	design	VERB
asir-5394	71	29	a	a	DET
asir-5394	71	30	concrete	concrete	ADJ
asir-5394	71	31	intelligent	intelligent	ADJ
asir-5394	71	32	mix	mix	NOUN
asir-5394	71	33	design	design	NOUN
asir-5394	71	34	system	system	NOUN
asir-5394	71	35	.	.	PUNCT
asir-5394	72	1	the	the	DET
asir-5394	72	2	concrete	concrete	ADJ
asir-5394	72	3	intelligent	intelligent	ADJ
asir-5394	72	4	mix	mix	NOUN
asir-5394	72	5	design	design	NOUN
asir-5394	72	6	system	system	NOUN
asir-5394	72	7	mainly	mainly	ADV
asir-5394	72	8	includes	include	VERB
asir-5394	72	9	functional	functional	ADJ
asir-5394	72	10	modules	module	NOUN
asir-5394	72	11	:	:	PUNCT
asir-5394	72	12	compressive	compressive	ADJ
asir-5394	72	13	strength	strength	NOUN
asir-5394	72	14	prediction	prediction	NOUN
asir-5394	72	15	module	module	NOUN
asir-5394	72	16	and	and	CCONJ
asir-5394	72	17	mix	mix	VERB
asir-5394	72	18	design	design	NOUN
asir-5394	72	19	module	module	NOUN
asir-5394	72	20	.	.	PUNCT
asir-5394	73	1	among	among	ADP
asir-5394	73	2	them	they	PRON
asir-5394	73	3	,	,	PUNCT
asir-5394	73	4	the	the	DET
asir-5394	73	5	concrete	concrete	ADJ
asir-5394	73	6	mix	mix	NOUN
asir-5394	73	7	ratio	ratio	NOUN
asir-5394	73	8	design	design	NOUN
asir-5394	73	9	module	module	NOUN
asir-5394	73	10	includes	include	VERB
asir-5394	73	11	several	several	ADJ
asir-5394	73	12	sub	sub	NOUN
asir-5394	73	13	-	-	NOUN
asir-5394	73	14	modules	module	NOUN
asir-5394	73	15	,	,	PUNCT
asir-5394	73	16	namely	namely	ADV
asir-5394	73	17	:	:	PUNCT
asir-5394	73	18	user	user	NOUN
asir-5394	73	19	input	input	NOUN
asir-5394	73	20	module	module	NOUN
asir-5394	73	21	,	,	PUNCT
asir-5394	73	22	expert	expert	ADJ
asir-5394	73	23	scoring	scoring	NOUN
asir-5394	73	24	table	table	NOUN
asir-5394	73	25	scoring	scoring	NOUN
asir-5394	73	26	module	module	NOUN
asir-5394	73	27	and	and	CCONJ
asir-5394	73	28	mix	mix	VERB
asir-5394	73	29	ratio	ratio	NOUN
asir-5394	73	30	fine	fine	ADV
asir-5394	73	31	-	-	PUNCT
asir-5394	73	32	tuning	tune	VERB
asir-5394	73	33	module	module	NOUN
asir-5394	73	34	.	.	PUNCT
asir-5394	74	1	3.3	3.3	NUM
asir-5394	74	2	optimization	optimization	NOUN
asir-5394	74	3	examples	example	VERB
asir-5394	74	4	a	a	DET
asir-5394	74	5	certain	certain	ADJ
asir-5394	74	6	type	type	NOUN
asir-5394	74	7	of	of	ADP
asir-5394	74	8	steel	steel	NOUN
asir-5394	74	9	concrete	concrete	NOUN
asir-5394	74	10	requires	require	VERB
asir-5394	74	11	high	high	ADJ
asir-5394	74	12	-	-	PUNCT
asir-5394	74	13	strength	strength	NOUN
asir-5394	74	14	and	and	CCONJ
asir-5394	74	15	high	high	ADJ
asir-5394	74	16	-	-	PUNCT
asir-5394	74	17	performance	performance	NOUN
asir-5394	74	18	concrete	concrete	NOUN
asir-5394	74	19	of	of	ADP
asir-5394	74	20	c80	c80	NOUN
asir-5394	74	21	.	.	PUNCT
asir-5394	75	1	the	the	DET
asir-5394	75	2	cement	cement	NOUN
asir-5394	75	3	is	be	AUX
asir-5394	75	4	ordinary	ordinary	ADJ
asir-5394	75	5	portland	portland	PROPN
asir-5394	75	6	cement	cement	NOUN
asir-5394	75	7	,	,	PUNCT
asir-5394	75	8	the	the	DET
asir-5394	75	9	strength	strength	NOUN
asir-5394	75	10	grade	grade	NOUN
asir-5394	75	11	is	be	AUX
asir-5394	75	12	50	50	NUM
asir-5394	75	13	,	,	PUNCT
asir-5394	75	14	the	the	DET
asir-5394	75	15	density	density	NOUN
asir-5394	75	16	is	be	AUX
asir-5394	75	17	3.3g	3.3g	NUM
asir-5394	75	18	/	/	SYM
asir-5394	75	19	cm3	cm3	NOUN
asir-5394	75	20	,	,	PUNCT
asir-5394	75	21	the	the	DET
asir-5394	75	22	fine	fine	ADJ
asir-5394	75	23	aggregate	aggregate	NOUN
asir-5394	75	24	is	be	AUX
asir-5394	75	25	river	river	NOUN
asir-5394	75	26	sand	sand	NOUN
asir-5394	75	27	,	,	PUNCT
asir-5394	75	28	the	the	DET
asir-5394	75	29	fineness	fineness	NOUN
asir-5394	75	30	modulus	modulus	NOUN
asir-5394	75	31	is	be	AUX
asir-5394	75	32	2.9	2.9	NUM
asir-5394	75	33	,	,	PUNCT
asir-5394	75	34	the	the	DET
asir-5394	75	35	density	density	NOUN
asir-5394	75	36	is	be	AUX
asir-5394	75	37	3.01g	3.01g	NUM
asir-5394	75	38	/	/	SYM
asir-5394	75	39	cm3	cm3	NOUN
asir-5394	75	40	,	,	PUNCT
asir-5394	75	41	the	the	DET
asir-5394	75	42	coarse	coarse	ADJ
asir-5394	75	43	aggregate	aggregate	NOUN
asir-5394	75	44	is	be	AUX
asir-5394	75	45	crushed	crush	VERB
asir-5394	75	46	stone	stone	NOUN
asir-5394	75	47	,	,	PUNCT
asir-5394	75	48	the	the	DET
asir-5394	75	49	particle	particle	NOUN
asir-5394	75	50	size	size	NOUN
asir-5394	75	51	is	be	AUX
asir-5394	75	52	10~15	10~15	NUM
asir-5394	75	53	mm	mm	NOUN
asir-5394	75	54	,	,	PUNCT
asir-5394	75	55	density	density	NOUN
asir-5394	75	56	1.55g	1.55g	PROPN
asir-5394	75	57	/	/	SYM
asir-5394	75	58	cm3	cm3	NOUN
asir-5394	75	59	,	,	PUNCT
asir-5394	75	60	m	m	VERB
asir-5394	75	61	provincial	provincial	ADJ
asir-5394	75	62	grade	grade	NOUN
asir-5394	75	63	silica	silica	NOUN
asir-5394	75	64	fume	fume	NOUN
asir-5394	75	65	(	(	PUNCT
asir-5394	75	66	sf	sf	PROPN
asir-5394	75	67	)	)	PUNCT
asir-5394	75	68	,	,	PUNCT
asir-5394	75	69	apparent	apparent	ADJ
asir-5394	75	70	density	density	NOUN
asir-5394	75	71	2t	2t	PROPN
asir-5394	75	72	/	/	SYM
asir-5394	75	73	m3	m3	PROPN
asir-5394	75	74	,	,	PUNCT
asir-5394	75	75	specific	specific	ADJ
asir-5394	75	76	surface	surface	NOUN
asir-5394	75	77	area	area	NOUN
asir-5394	75	78	about	about	ADP
asir-5394	75	79	25m2	25m2	NUM
asir-5394	75	80	/	/	SYM
asir-5394	75	81	g	g	NOUN
asir-5394	75	82	,	,	PUNCT
asir-5394	75	83	water	water	NOUN
asir-5394	75	84	demand	demand	NOUN
asir-5394	75	85	121	121	NUM
asir-5394	75	86	%	%	NOUN
asir-5394	75	87	,	,	PUNCT
asir-5394	75	88	activity	activity	NOUN
asir-5394	75	89	index	index	NOUN
asir-5394	75	90	115	115	NUM
asir-5394	75	91	%	%	NOUN
asir-5394	75	92	,	,	PUNCT
asir-5394	75	93	using	use	VERB
asir-5394	75	94	first	first	ADJ
asir-5394	75	95	-	-	PUNCT
asir-5394	75	96	grade	grade	NOUN
asir-5394	75	97	fly	fly	NOUN
asir-5394	75	98	ash	ash	NOUN
asir-5394	75	99	,	,	PUNCT
asir-5394	75	100	apparent	apparent	ADJ
asir-5394	75	101	density	density	NOUN
asir-5394	75	102	it	it	PRON
asir-5394	75	103	is	be	AUX
asir-5394	75	104	2.1g	2.1g	NOUN
asir-5394	75	105	/	/	SYM
asir-5394	75	106	cm3	cm3	NOUN
asir-5394	75	107	.	.	PUNCT
asir-5394	76	1	in	in	ADP
asir-5394	76	2	this	this	DET
asir-5394	76	3	test	test	NOUN
asir-5394	76	4	,	,	PUNCT
asir-5394	76	5	the	the	DET
asir-5394	76	6	commonly	commonly	ADV
asir-5394	76	7	used	use	VERB
asir-5394	76	8	polycarboxylate	polycarboxylate	NOUN
asir-5394	76	9	water	water	NOUN
asir-5394	76	10	-	-	PUNCT
asir-5394	76	11	reducing	reduce	VERB
asir-5394	76	12	agent	agent	NOUN
asir-5394	76	13	is	be	AUX
asir-5394	76	14	used	use	VERB
asir-5394	76	15	in	in	ADP
asir-5394	76	16	china	china	PROPN
asir-5394	76	17	,	,	PUNCT
asir-5394	76	18	and	and	CCONJ
asir-5394	76	19	the	the	DET
asir-5394	76	20	slump	slump	NOUN
asir-5394	76	21	of	of	ADP
asir-5394	76	22	the	the	DET
asir-5394	76	23	field	field	NOUN
asir-5394	76	24	trial	trial	NOUN
asir-5394	76	25	mix	mix	NOUN
asir-5394	76	26	is	be	AUX
asir-5394	76	27	required	require	VERB
asir-5394	76	28	to	to	PART
asir-5394	76	29	be	be	AUX
asir-5394	76	30	15~25	15~25	NUM
asir-5394	76	31	cm	cm	NOUN
asir-5394	76	32	.	.	PUNCT
asir-5394	77	1	the	the	DET
asir-5394	77	2	market	market	NOUN
asir-5394	77	3	prices	price	NOUN
asir-5394	77	4	of	of	ADP
asir-5394	77	5	materials	material	NOUN
asir-5394	77	6	are	be	AUX
asir-5394	77	7	as	as	SCONJ
asir-5394	77	8	follows	follow	VERB
asir-5394	77	9	:	:	PUNCT
asir-5394	77	10	cement	cement	NOUN
asir-5394	77	11	0.35	0.35	NUM
asir-5394	77	12	yuan	yuan	NOUN
asir-5394	77	13	/	/	SYM
asir-5394	77	14	kg	kg	PROPN
asir-5394	77	15	,	,	PUNCT
asir-5394	77	16	sand	sand	VERB
asir-5394	77	17	0.025	0.025	NUM
asir-5394	77	18	yuan	yuan	NOUN
asir-5394	77	19	/	/	SYM
asir-5394	77	20	kg	kg	PROPN
asir-5394	77	21	,	,	PUNCT
asir-5394	77	22	stone	stone	NOUN
asir-5394	77	23	0.045	0.045	NUM
asir-5394	77	24	yuan	yuan	NOUN
asir-5394	77	25	/	/	SYM
asir-5394	77	26	kg	kg	PROPN
asir-5394	77	27	,	,	PUNCT
asir-5394	77	28	water	water	NOUN
asir-5394	77	29	0.003	0.003	NUM
asir-5394	77	30	yuan	yuan	NOUN
asir-5394	77	31	/	/	SYM
asir-5394	77	32	kg	kg	PROPN
asir-5394	77	33	,	,	PUNCT
asir-5394	77	34	polycarboxylate	polycarboxylate	VERB
asir-5394	77	35	water	water	NOUN
asir-5394	77	36	reducer	reducer	NOUN
asir-5394	77	37	4.8	4.8	NUM
asir-5394	77	38	yuan	yuan	NOUN
asir-5394	77	39	/	/	SYM
asir-5394	77	40	kg	kg	PROPN
asir-5394	77	41	,	,	PUNCT
asir-5394	77	42	silica	silica	NOUN
asir-5394	77	43	fume	fume	NOUN
asir-5394	77	44	1.8	1.8	NUM
asir-5394	77	45	yuan	yuan	NOUN
asir-5394	77	46	/	/	SYM
asir-5394	77	47	kg	kg	PROPN
asir-5394	77	48	,	,	PUNCT
asir-5394	77	49	fly	fly	VERB
asir-5394	77	50	ash	ash	NOUN
asir-5394	77	51	0.01	0.01	NUM
asir-5394	77	52	yuan	yuan	NOUN
asir-5394	77	53	/	/	SYM
asir-5394	77	54	kg	kg	PROPN
asir-5394	77	55	.	.	PROPN
asir-5394	78	1	4	4	NUM
asir-5394	78	2	.	.	NOUN
asir-5394	78	3	analysis	analysis	NOUN
asir-5394	78	4	and	and	CCONJ
asir-5394	78	5	research	research	NOUN
asir-5394	78	6	on	on	ADP
asir-5394	78	7	optimal	optimal	ADJ
asir-5394	78	8	design	design	NOUN
asir-5394	78	9	of	of	ADP
asir-5394	78	10	high	high	ADJ
asir-5394	78	11	-	-	PUNCT
asir-5394	78	12	strength	strength	NOUN
asir-5394	78	13	concrete	concrete	ADJ
asir-5394	78	14	mix	mix	NOUN
asir-5394	78	15	ratio	ratio	NOUN
asir-5394	78	16	based	base	VERB
asir-5394	78	17	on	on	ADP
asir-5394	78	18	chaotic	chaotic	ADJ
asir-5394	78	19	particle	particle	NOUN
asir-5394	78	20	swarm	swarm	NOUN
asir-5394	78	21	algorithm	algorithm	NOUN
asir-5394	78	22	4.1	4.1	NUM
asir-5394	78	23	high	high	ADJ
asir-5394	78	24	-	-	PUNCT
asir-5394	78	25	strength	strength	NOUN
asir-5394	78	26	concrete	concrete	ADJ
asir-5394	78	27	intelligent	intelligent	ADJ
asir-5394	78	28	mix	mix	NOUN
asir-5394	78	29	ratio	ratio	NOUN
asir-5394	78	30	design	design	NOUN
asir-5394	78	31	system	system	NOUN
asir-5394	78	32	the	the	DET
asir-5394	78	33	intelligent	intelligent	ADJ
asir-5394	78	34	design	design	NOUN
asir-5394	78	35	of	of	ADP
asir-5394	78	36	high	high	ADJ
asir-5394	78	37	-	-	PUNCT
asir-5394	78	38	strength	strength	NOUN
asir-5394	78	39	concrete	concrete	ADJ
asir-5394	78	40	mix	mix	NOUN
asir-5394	78	41	ratio	ratio	NOUN
asir-5394	78	42	is	be	AUX
asir-5394	78	43	the	the	DET
asir-5394	78	44	core	core	ADJ
asir-5394	78	45	function	function	NOUN
asir-5394	78	46	of	of	ADP
asir-5394	78	47	this	this	DET
asir-5394	78	48	system	system	NOUN
asir-5394	78	49	,	,	PUNCT
asir-5394	78	50	which	which	PRON
asir-5394	78	51	is	be	AUX
asir-5394	78	52	completed	complete	VERB
asir-5394	78	53	by	by	ADP
asir-5394	78	54	coordinating	coordinate	VERB
asir-5394	78	55	and	and	CCONJ
asir-5394	78	56	calling	call	VERB
asir-5394	78	57	four	four	NUM
asir-5394	78	58	sub	sub	NOUN
asir-5394	78	59	-	-	NOUN
asir-5394	78	60	modules	module	NOUN
asir-5394	78	61	.	.	PUNCT
asir-5394	79	1	the	the	DET
asir-5394	79	2	detailed	detailed	ADJ
asir-5394	79	3	process	process	NOUN
asir-5394	79	4	is	be	AUX
asir-5394	79	5	described	describe	VERB
asir-5394	79	6	as	as	SCONJ
asir-5394	79	7	follows	follow	VERB
asir-5394	79	8	:	:	PUNCT
asir-5394	79	9	(	(	PUNCT
asir-5394	79	10	1	1	X
asir-5394	79	11	)	)	PUNCT
asir-5394	79	12	input	input	NOUN
asir-5394	79	13	information	information	NOUN
asir-5394	79	14	in	in	ADP
asir-5394	79	15	the	the	DET
asir-5394	79	16	user	user	NOUN
asir-5394	79	17	input	input	NOUN
asir-5394	79	18	module	module	NOUN
asir-5394	79	19	.	.	PUNCT
asir-5394	80	1	the	the	DET
asir-5394	80	2	system	system	NOUN
asir-5394	80	3	performs	perform	VERB
asir-5394	80	4	fuzzy	fuzzy	ADJ
asir-5394	80	5	matching	matching	NOUN
asir-5394	80	6	in	in	ADP
asir-5394	80	7	the	the	DET
asir-5394	80	8	historical	historical	ADJ
asir-5394	80	9	database	database	NOUN
asir-5394	80	10	according	accord	VERB
asir-5394	80	11	to	to	ADP
asir-5394	80	12	the	the	DET
asir-5394	80	13	user	user	NOUN
asir-5394	80	14	’s	’s	PART
asir-5394	80	15	input	input	NOUN
asir-5394	80	16	information	information	NOUN
asir-5394	80	17	to	to	PART
asir-5394	80	18	obtain	obtain	VERB
asir-5394	80	19	the	the	DET
asir-5394	80	20	appropriate	appropriate	ADJ
asir-5394	80	21	mix	mix	NOUN
asir-5394	80	22	ratio	ratio	NOUN
asir-5394	80	23	.	.	PUNCT
asir-5394	81	1	(	(	PUNCT
asir-5394	81	2	2	2	X
asir-5394	81	3	)	)	PUNCT
asir-5394	81	4	score	score	NOUN
asir-5394	81	5	the	the	DET
asir-5394	81	6	matching	match	VERB
asir-5394	81	7	mix	mix	NOUN
asir-5394	81	8	ratios	ratio	NOUN
asir-5394	81	9	in	in	ADP
asir-5394	81	10	the	the	DET
asir-5394	81	11	scoring	scoring	NOUN
asir-5394	81	12	module	module	NOUN
asir-5394	81	13	of	of	ADP
asir-5394	81	14	the	the	DET
asir-5394	81	15	expert	expert	NOUN
asir-5394	81	16	scoring	scoring	NOUN
asir-5394	81	17	table	table	NOUN
asir-5394	81	18	,	,	PUNCT
asir-5394	81	19	and	and	CCONJ
asir-5394	81	20	push	push	VERB
asir-5394	81	21	out	out	ADP
asir-5394	81	22	the	the	DET
asir-5394	81	23	mix	mix	NOUN
asir-5394	81	24	ratio	ratio	NOUN
asir-5394	81	25	with	with	ADP
asir-5394	81	26	the	the	DET
asir-5394	81	27	highest	high	ADJ
asir-5394	81	28	score	score	NOUN
asir-5394	81	29	as	as	ADP
asir-5394	81	30	the	the	DET
asir-5394	81	31	benchmark	benchmark	ADJ
asir-5394	81	32	mix	mix	NOUN
asir-5394	81	33	ratio	ratio	NOUN
asir-5394	81	34	according	accord	VERB
asir-5394	81	35	to	to	ADP
asir-5394	81	36	the	the	DET
asir-5394	81	37	score	score	NOUN
asir-5394	81	38	.	.	PUNCT
asir-5394	82	1	(	(	PUNCT
asir-5394	82	2	3	3	X
asir-5394	82	3	)	)	PUNCT
asir-5394	82	4	the	the	DET
asir-5394	82	5	mix	mix	NOUN
asir-5394	82	6	ratio	ratio	NOUN
asir-5394	82	7	fine	fine	ADV
asir-5394	82	8	-	-	PUNCT
asir-5394	82	9	tuning	tuning	NOUN
asir-5394	82	10	module	module	NOUN
asir-5394	82	11	is	be	AUX
asir-5394	82	12	called	call	VERB
asir-5394	82	13	,	,	PUNCT
asir-5394	82	14	and	and	CCONJ
asir-5394	82	15	the	the	DET
asir-5394	82	16	chaotic	chaotic	ADJ
asir-5394	82	17	particle	particle	NOUN
asir-5394	82	18	swarm	swarm	NOUN
asir-5394	82	19	algorithm	algorithm	NOUN
asir-5394	82	20	is	be	AUX
asir-5394	82	21	used	use	VERB
asir-5394	82	22	to	to	ADP
asir-5394	82	23	fine	fine	ADJ
asir-5394	82	24	-	-	PUNCT
asir-5394	82	25	tune	tune	NOUN
asir-5394	82	26	the	the	DET
asir-5394	82	27	mix	mix	NOUN
asir-5394	82	28	ratio	ratio	NOUN
asir-5394	82	29	.	.	PUNCT
asir-5394	83	1	(	(	PUNCT
asir-5394	83	2	4	4	X
asir-5394	83	3	)	)	PUNCT
asir-5394	83	4	after	after	SCONJ
asir-5394	83	5	the	the	DET
asir-5394	83	6	fine	fine	ADV
asir-5394	83	7	-	-	PUNCT
asir-5394	83	8	tuned	tune	VERB
asir-5394	83	9	mix	mix	NOUN
asir-5394	83	10	ratio	ratio	NOUN
asir-5394	83	11	meets	meet	VERB
asir-5394	83	12	the	the	DET
asir-5394	83	13	constraints	constraint	NOUN
asir-5394	83	14	of	of	ADP
asir-5394	83	15	the	the	DET
asir-5394	83	16	expert	expert	ADJ
asir-5394	83	17	knowledge	knowledge	NOUN
asir-5394	83	18	base	base	NOUN
asir-5394	83	19	,	,	PUNCT
asir-5394	83	20	the	the	DET
asir-5394	83	21	multi	multi	ADJ
asir-5394	83	22	-	-	ADJ
asir-5394	83	23	objective	objective	ADJ
asir-5394	83	24	optimization	optimization	NOUN
asir-5394	83	25	model	model	NOUN
asir-5394	83	26	of	of	ADP
asir-5394	83	27	high	high	ADJ
asir-5394	83	28	-	-	PUNCT
asir-5394	83	29	strength	strength	NOUN
asir-5394	83	30	and	and	CCONJ
asir-5394	83	31	high	high	ADJ
asir-5394	83	32	-	-	PUNCT
asir-5394	83	33	performance	performance	NOUN
asir-5394	83	34	concrete	concrete	NOUN
asir-5394	83	35	is	be	AUX
asir-5394	83	36	used	use	VERB
asir-5394	83	37	to	to	PART
asir-5394	83	38	calculate	calculate	VERB
asir-5394	83	39	its	its	PRON
asir-5394	83	40	28d	28d	NUM
asir-5394	83	41	compressive	compressive	ADJ
asir-5394	83	42	strength	strength	NOUN
asir-5394	83	43	.	.	PUNCT
asir-5394	84	1	if	if	SCONJ
asir-5394	84	2	the	the	DET
asir-5394	84	3	result	result	NOUN
asir-5394	84	4	meets	meet	VERB
asir-5394	84	5	the	the	DET
asir-5394	84	6	user	user	NOUN
asir-5394	84	7	’s	’s	PART
asir-5394	84	8	needs	need	NOUN
asir-5394	84	9	,	,	PUNCT
asir-5394	84	10	calculate	calculate	VERB
asir-5394	84	11	its	its	PRON
asir-5394	84	12	unit	unit	NOUN
asir-5394	84	13	cost	cost	NOUN
asir-5394	84	14	and	and	CCONJ
asir-5394	84	15	push	push	VERB
asir-5394	84	16	the	the	DET
asir-5394	84	17	fine	fine	ADV
asir-5394	84	18	-	-	PUNCT
asir-5394	84	19	tuned	tune	VERB
asir-5394	84	20	mix	mix	NOUN
asir-5394	84	21	ratio	ratio	NOUN
asir-5394	84	22	to	to	ADP
asir-5394	84	23	the	the	DET
asir-5394	84	24	user	user	NOUN
asir-5394	84	25	;	;	PUNCT
asir-5394	84	26	otherwise	otherwise	ADV
asir-5394	84	27	,	,	PUNCT
asir-5394	84	28	fine	fine	ADJ
asir-5394	84	29	-	-	PUNCT
asir-5394	84	30	tune	tune	NOUN
asir-5394	84	31	the	the	DET
asir-5394	84	32	mix	mix	NOUN
asir-5394	84	33	ratio	ratio	NOUN
asir-5394	84	34	with	with	ADP
asir-5394	84	35	the	the	DET
asir-5394	84	36	highest	high	ADJ
asir-5394	84	37	score	score	NOUN
asir-5394	84	38	.	.	PUNCT
asir-5394	85	1	the	the	DET
asir-5394	85	2	flow	flow	NOUN
asir-5394	85	3	chart	chart	NOUN
asir-5394	85	4	of	of	ADP
asir-5394	85	5	intelligent	intelligent	ADJ
asir-5394	85	6	design	design	NOUN
asir-5394	85	7	of	of	ADP
asir-5394	85	8	high	high	ADJ
asir-5394	85	9	-	-	PUNCT
asir-5394	85	10	strength	strength	NOUN
asir-5394	85	11	concrete	concrete	ADJ
asir-5394	85	12	mix	mix	NOUN
asir-5394	85	13	ratio	ratio	NOUN
asir-5394	85	14	is	be	AUX
asir-5394	85	15	shown	show	VERB
asir-5394	85	16	in	in	ADP
asir-5394	85	17	figure	figure	NOUN
asir-5394	85	18	1	1	NUM
asir-5394	85	19	.	.	NOUN
asir-5394	85	20	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-5394	85	21	applied	apply	VERB
asir-5394	85	22	science	science	NOUN
asir-5394	85	23	and	and	CCONJ
asir-5394	85	24	innovative	innovative	ADJ
asir-5394	85	25	research	research	NOUN
asir-5394	85	26	vol	vol	NOUN
asir-5394	85	27	.	.	PROPN
asir-5394	86	1	6	6	NUM
asir-5394	86	2	,	,	PUNCT
asir-5394	86	3	no	no	INTJ
asir-5394	86	4	.	.	NOUN
asir-5394	86	5	4	4	NUM
asir-5394	86	6	,	,	PUNCT
asir-5394	86	7	2022	2022	NUM
asir-5394	86	8	120	120	NUM
asir-5394	86	9	published	publish	VERB
asir-5394	86	10	by	by	ADP
asir-5394	86	11	scholink	scholink	PROPN
asir-5394	86	12	inc	inc	PROPN
asir-5394	86	13	.	.	PROPN
asir-5394	86	14	figure	figure	PROPN
asir-5394	86	15	1	1	NUM
asir-5394	86	16	.	.	PUNCT
asir-5394	87	1	flow	flow	VERB
asir-5394	87	2	chart	chart	NOUN
asir-5394	87	3	of	of	ADP
asir-5394	87	4	mix	mix	NOUN
asir-5394	87	5	ratio	ratio	NOUN
asir-5394	87	6	intelligent	intelligent	ADJ
asir-5394	87	7	design	design	NOUN
asir-5394	87	8	4.2	4.2	NUM
asir-5394	87	9	mix	mix	NOUN
asir-5394	87	10	ratio	ratio	NOUN
asir-5394	87	11	optimization	optimization	NOUN
asir-5394	87	12	results	result	VERB
asir-5394	87	13	in	in	ADP
asir-5394	87	14	the	the	DET
asir-5394	87	15	unit	unit	NOUN
asir-5394	87	16	cubic	cubic	PROPN
asir-5394	87	17	concrete	concrete	NOUN
asir-5394	87	18	,	,	PUNCT
asir-5394	87	19	the	the	DET
asir-5394	87	20	comparison	comparison	NOUN
asir-5394	87	21	between	between	ADP
asir-5394	87	22	the	the	DET
asir-5394	87	23	optimized	optimize	VERB
asir-5394	87	24	mix	mix	NOUN
asir-5394	87	25	ratio	ratio	NOUN
asir-5394	87	26	and	and	CCONJ
asir-5394	87	27	the	the	DET
asir-5394	87	28	experimentally	experimentally	ADV
asir-5394	87	29	determined	determine	VERB
asir-5394	87	30	mix	mix	NOUN
asir-5394	87	31	ratio	ratio	NOUN
asir-5394	87	32	is	be	AUX
asir-5394	87	33	shown	show	VERB
asir-5394	87	34	in	in	ADP
asir-5394	87	35	figure	figure	NOUN
asir-5394	87	36	2	2	NUM
asir-5394	87	37	.	.	PUNCT
asir-5394	88	1	in	in	ADP
asir-5394	88	2	the	the	DET
asir-5394	88	3	unit	unit	NOUN
asir-5394	88	4	cubic	cubic	PROPN
asir-5394	88	5	concrete	concrete	NOUN
asir-5394	88	6	,	,	PUNCT
asir-5394	88	7	the	the	DET
asir-5394	88	8	comparison	comparison	NOUN
asir-5394	88	9	between	between	ADP
asir-5394	88	10	the	the	DET
asir-5394	88	11	optimized	optimize	VERB
asir-5394	88	12	mix	mix	NOUN
asir-5394	88	13	ratio	ratio	NOUN
asir-5394	88	14	and	and	CCONJ
asir-5394	88	15	the	the	DET
asir-5394	88	16	experimentally	experimentally	ADV
asir-5394	88	17	determined	determine	VERB
asir-5394	88	18	mix	mix	NOUN
asir-5394	88	19	ratio	ratio	NOUN
asir-5394	88	20	is	be	AUX
asir-5394	88	21	shown	show	VERB
asir-5394	88	22	in	in	ADP
asir-5394	88	23	table	table	NOUN
asir-5394	88	24	1	1	NUM
asir-5394	88	25	.	.	PUNCT
asir-5394	88	26	figure	figure	NOUN
asir-5394	88	27	2	2	NUM
asir-5394	88	28	.	.	PUNCT
asir-5394	88	29	comparison	comparison	NOUN
asir-5394	88	30	of	of	ADP
asir-5394	88	31	optimized	optimize	VERB
asir-5394	88	32	mix	mix	NOUN
asir-5394	88	33	ratios	ratio	NOUN
asir-5394	88	34	and	and	CCONJ
asir-5394	88	35	experimentally	experimentally	ADV
asir-5394	88	36	determined	determine	VERB
asir-5394	88	37	mix	mix	NOUN
asir-5394	88	38	ratios	ratio	NOUN
asir-5394	88	39	in	in	ADP
asir-5394	88	40	unit	unit	NOUN
asir-5394	88	41	cubic	cubic	ADJ
asir-5394	88	42	concrete	concrete	ADJ
asir-5394	88	43	water	water	NOUN
asir-5394	88	44	to	to	PART
asir-5394	88	45	glue	glue	VERB
asir-5394	88	46	ratio	ratio	NOUN
asir-5394	88	47	sand	sand	NOUN
asir-5394	88	48	rate	rate	NOUN
asir-5394	88	49	water	water	NOUN
asir-5394	88	50	reducer	reducer	NOUN
asir-5394	88	51	silica	silica	NOUN
asir-5394	88	52	fume	fume	NOUN
asir-5394	88	53	fly	fly	VERB
asir-5394	88	54	ash	ash	NOUN
asir-5394	88	55	optimize	optimize	NOUN
asir-5394	88	56	mix	mix	NOUN
asir-5394	88	57	ratio	ratio	NOUN
asir-5394	88	58	0.18	0.18	NUM
asir-5394	88	59	0.41	0.41	NUM
asir-5394	88	60	7.12	7.12	NUM
asir-5394	88	61	21	21	NUM
asir-5394	88	62	105	105	NUM
asir-5394	88	63	test	test	NOUN
asir-5394	88	64	mix	mix	NOUN
asir-5394	88	65	ratio	ratio	NOUN
asir-5394	88	66	0.24	0.24	NUM
asir-5394	88	67	0.4	0.4	NUM
asir-5394	88	68	10.5	10.5	NUM
asir-5394	88	69	27	27	NUM
asir-5394	88	70	118	118	NUM
asir-5394	88	71	0	0	NUM
asir-5394	88	72	20	20	NUM
asir-5394	88	73	40	40	NUM
asir-5394	88	74	60	60	NUM
asir-5394	88	75	80	80	NUM
asir-5394	88	76	100	100	NUM
asir-5394	88	77	120	120	NUM
asir-5394	88	78	140	140	NUM
asir-5394	88	79	m	m	NOUN
asir-5394	88	80	ix	ix	ADP
asir-5394	88	81	r	r	NOUN
asir-5394	88	82	a	a	DET
asir-5394	88	83	ti	ti	NOUN
asir-5394	89	1	o	o	NOUN
asir-5394	89	2	/	/	SYM
asir-5394	89	3	k	k	PROPN
asir-5394	89	4	g	g	PROPN
asir-5394	89	5	concrete	concrete	ADJ
asir-5394	89	6	fine	fine	ADV
asir-5394	89	7	-	-	PUNCT
asir-5394	89	8	tuning	tuning	NOUN
asir-5394	89	9	of	of	ADP
asir-5394	89	10	mix	mix	NOUN
asir-5394	89	11	ratio	ratio	NOUN
asir-5394	89	12	based	base	VERB
asir-5394	89	13	on	on	ADP
asir-5394	89	14	chaotic	chaotic	ADJ
asir-5394	89	15	particle	particle	NOUN
asir-5394	89	16	swarm	swarm	NOUN
asir-5394	89	17	optimization	optimization	NOUN
asir-5394	89	18	end	end	NOUN
asir-5394	89	19	expert	expert	NOUN
asir-5394	89	20	scoring	scoring	NOUN
asir-5394	89	21	sheet	sheet	NOUN
asir-5394	89	22	fuzzy	fuzzy	ADJ
asir-5394	89	23	matching	matching	NOUN
asir-5394	89	24	produces	produce	VERB
asir-5394	89	25	suitable	suitable	ADJ
asir-5394	89	26	mix	mix	NOUN
asir-5394	89	27	ratios	ratio	NOUN
asir-5394	89	28	user	user	NOUN
asir-5394	89	29	input	input	PROPN
asir-5394	89	30	requirement	requirement	NOUN
asir-5394	89	31	information	information	NOUN
asir-5394	89	32	start	start	VERB
asir-5394	89	33	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-5394	89	34	applied	apply	VERB
asir-5394	89	35	science	science	NOUN
asir-5394	89	36	and	and	CCONJ
asir-5394	89	37	innovative	innovative	ADJ
asir-5394	89	38	research	research	NOUN
asir-5394	89	39	vol	vol	NOUN
asir-5394	89	40	.	.	PROPN
asir-5394	90	1	6	6	NUM
asir-5394	90	2	,	,	PUNCT
asir-5394	90	3	no	no	INTJ
asir-5394	90	4	.	.	NOUN
asir-5394	90	5	4	4	NUM
asir-5394	90	6	,	,	PUNCT
asir-5394	90	7	2022	2022	NUM
asir-5394	90	8	121	121	NUM
asir-5394	90	9	published	publish	VERB
asir-5394	90	10	by	by	ADP
asir-5394	90	11	scholink	scholink	PROPN
asir-5394	90	12	inc	inc	PROPN
asir-5394	90	13	.	.	PROPN
asir-5394	90	14	table	table	PROPN
asir-5394	91	1	1	1	NUM
asir-5394	91	2	.	.	PUNCT
asir-5394	91	3	comparison	comparison	NOUN
asir-5394	91	4	of	of	ADP
asir-5394	91	5	properties	property	NOUN
asir-5394	91	6	of	of	ADP
asir-5394	91	7	optimized	optimize	VERB
asir-5394	91	8	and	and	CCONJ
asir-5394	91	9	experimentally	experimentally	ADV
asir-5394	91	10	obtained	obtain	VERB
asir-5394	91	11	concrete	concrete	ADJ
asir-5394	91	12	28	28	NUM
asir-5394	91	13	-	-	PUNCT
asir-5394	91	14	day	day	NOUN
asir-5394	91	15	compressive	compressive	ADJ
asir-5394	91	16	strength	strength	NOUN
asir-5394	91	17	initial	initial	ADJ
asir-5394	91	18	slump	slump	NOUN
asir-5394	91	19	material	material	NOUN
asir-5394	91	20	costs	cost	NOUN
asir-5394	91	21	optimizing	optimize	VERB
asir-5394	91	22	forecast	forecast	NOUN
asir-5394	91	23	values	value	NOUN
asir-5394	91	24	91.08mpa	91.08mpa	NOUN
asir-5394	91	25	216.4	216.4	NUM
asir-5394	91	26	mm	mm	PROPN
asir-5394	91	27	277yuan	277yuan	PROPN
asir-5394	91	28	test	test	NOUN
asir-5394	91	29	value	value	NOUN
asir-5394	91	30	85.18mpa	85.18mpa	NOUN
asir-5394	91	31	175.2	175.2	NUM
asir-5394	91	32	mm	mm	NOUN
asir-5394	91	33	369.54yuan	369.54yuan	NUM
asir-5394	91	34	it	it	PRON
asir-5394	91	35	can	can	AUX
asir-5394	91	36	be	be	AUX
asir-5394	91	37	seen	see	VERB
asir-5394	91	38	that	that	SCONJ
asir-5394	91	39	the	the	DET
asir-5394	91	40	optimized	optimize	VERB
asir-5394	91	41	mix	mix	NOUN
asir-5394	91	42	ratio	ratio	NOUN
asir-5394	91	43	is	be	AUX
asir-5394	91	44	basically	basically	ADV
asir-5394	91	45	consistent	consistent	ADJ
asir-5394	91	46	with	with	ADP
asir-5394	91	47	that	that	PRON
asir-5394	91	48	obtained	obtain	VERB
asir-5394	91	49	from	from	ADP
asir-5394	91	50	the	the	DET
asir-5394	91	51	trial	trial	NOUN
asir-5394	91	52	mix	mix	NOUN
asir-5394	91	53	,	,	PUNCT
asir-5394	91	54	but	but	CCONJ
asir-5394	91	55	the	the	DET
asir-5394	91	56	optimized	optimize	VERB
asir-5394	91	57	high	high	ADJ
asir-5394	91	58	-	-	PUNCT
asir-5394	91	59	strength	strength	NOUN
asir-5394	91	60	and	and	CCONJ
asir-5394	91	61	high	high	ADJ
asir-5394	91	62	-	-	PUNCT
asir-5394	91	63	performance	performance	NOUN
asir-5394	91	64	concrete	concrete	NOUN
asir-5394	91	65	has	have	VERB
asir-5394	91	66	higher	high	ADJ
asir-5394	91	67	strength	strength	NOUN
asir-5394	91	68	,	,	PUNCT
asir-5394	91	69	greater	great	ADJ
asir-5394	91	70	slump	slump	NOUN
asir-5394	91	71	and	and	CCONJ
asir-5394	91	72	lower	low	ADJ
asir-5394	91	73	cost	cost	NOUN
asir-5394	91	74	.	.	PUNCT
asir-5394	92	1	the	the	DET
asir-5394	92	2	fitting	fitting	ADJ
asir-5394	92	3	prediction	prediction	NOUN
asir-5394	92	4	formula	formula	NOUN
asir-5394	92	5	itself	itself	PRON
asir-5394	92	6	has	have	VERB
asir-5394	92	7	errors	error	NOUN
asir-5394	92	8	,	,	PUNCT
asir-5394	92	9	so	so	ADV
asir-5394	92	10	the	the	DET
asir-5394	92	11	optimization	optimization	NOUN
asir-5394	92	12	results	result	NOUN
asir-5394	92	13	will	will	AUX
asir-5394	92	14	inevitably	inevitably	ADV
asir-5394	92	15	have	have	VERB
asir-5394	92	16	some	some	DET
asir-5394	92	17	small	small	ADJ
asir-5394	92	18	errors	error	NOUN
asir-5394	92	19	,	,	PUNCT
asir-5394	92	20	but	but	CCONJ
asir-5394	92	21	the	the	DET
asir-5394	92	22	optimization	optimization	NOUN
asir-5394	92	23	results	result	NOUN
asir-5394	92	24	have	have	AUX
asir-5394	92	25	basically	basically	ADV
asir-5394	92	26	achieved	achieve	VERB
asir-5394	92	27	the	the	DET
asir-5394	92	28	expected	expect	VERB
asir-5394	92	29	purpose	purpose	NOUN
asir-5394	92	30	.	.	PUNCT
asir-5394	93	1	in	in	ADP
asir-5394	93	2	order	order	NOUN
asir-5394	93	3	to	to	PART
asir-5394	93	4	verify	verify	VERB
asir-5394	93	5	the	the	DET
asir-5394	93	6	permeability	permeability	NOUN
asir-5394	93	7	of	of	ADP
asir-5394	93	8	high	high	ADJ
asir-5394	93	9	-	-	PUNCT
asir-5394	93	10	strength	strength	NOUN
asir-5394	93	11	and	and	CCONJ
asir-5394	93	12	high	high	ADJ
asir-5394	93	13	-	-	PUNCT
asir-5394	93	14	performance	performance	NOUN
asir-5394	93	15	concrete	concrete	NOUN
asir-5394	93	16	under	under	ADP
asir-5394	93	17	different	different	ADJ
asir-5394	93	18	mix	mix	NOUN
asir-5394	93	19	ratios	ratio	NOUN
asir-5394	93	20	,	,	PUNCT
asir-5394	93	21	the	the	DET
asir-5394	93	22	impermeability	impermeability	NOUN
asir-5394	93	23	grade	grade	NOUN
asir-5394	93	24	test	test	NOUN
asir-5394	93	25	of	of	ADP
asir-5394	93	26	high	high	ADJ
asir-5394	93	27	-	-	PUNCT
asir-5394	93	28	strength	strength	NOUN
asir-5394	93	29	and	and	CCONJ
asir-5394	93	30	high	high	ADJ
asir-5394	93	31	-	-	PUNCT
asir-5394	93	32	performance	performance	NOUN
asir-5394	93	33	concrete	concrete	NOUN
asir-5394	93	34	was	be	AUX
asir-5394	93	35	carried	carry	VERB
asir-5394	93	36	out	out	ADP
asir-5394	93	37	in	in	ADP
asir-5394	93	38	this	this	DET
asir-5394	93	39	paper	paper	NOUN
asir-5394	93	40	.	.	PUNCT
asir-5394	94	1	the	the	DET
asir-5394	94	2	test	test	NOUN
asir-5394	94	3	results	result	NOUN
asir-5394	94	4	show	show	VERB
asir-5394	94	5	that	that	SCONJ
asir-5394	94	6	the	the	DET
asir-5394	94	7	high	high	ADJ
asir-5394	94	8	-	-	PUNCT
asir-5394	94	9	strength	strength	NOUN
asir-5394	94	10	and	and	CCONJ
asir-5394	94	11	high	high	ADJ
asir-5394	94	12	-	-	PUNCT
asir-5394	94	13	performance	performance	NOUN
asir-5394	94	14	concrete	concrete	NOUN
asir-5394	94	15	has	have	VERB
asir-5394	94	16	better	well	ADJ
asir-5394	94	17	impermeability	impermeability	NOUN
asir-5394	94	18	,	,	PUNCT
asir-5394	94	19	which	which	PRON
asir-5394	94	20	is	be	AUX
asir-5394	94	21	mainly	mainly	ADV
asir-5394	94	22	due	due	ADP
asir-5394	94	23	to	to	ADP
asir-5394	94	24	its	its	PRON
asir-5394	94	25	good	good	ADJ
asir-5394	94	26	compactness	compactness	NOUN
asir-5394	94	27	.	.	PUNCT
asir-5394	95	1	the	the	PRON
asir-5394	95	2	lower	low	ADJ
asir-5394	95	3	the	the	DET
asir-5394	95	4	water	water	NOUN
asir-5394	95	5	-	-	PUNCT
asir-5394	95	6	cement	cement	NOUN
asir-5394	95	7	ratio	ratio	NOUN
asir-5394	95	8	,	,	PUNCT
asir-5394	95	9	the	the	PRON
asir-5394	95	10	worse	bad	ADJ
asir-5394	95	11	the	the	DET
asir-5394	95	12	permeability	permeability	NOUN
asir-5394	95	13	of	of	ADP
asir-5394	95	14	concrete	concrete	NOUN
asir-5394	95	15	;	;	PUNCT
asir-5394	95	16	fly	fly	VERB
asir-5394	95	17	ash	ash	NOUN
asir-5394	95	18	and	and	CCONJ
asir-5394	95	19	silica	silica	NOUN
asir-5394	95	20	fume	fume	NOUN
asir-5394	95	21	have	have	AUX
asir-5394	95	22	a	a	DET
asir-5394	95	23	very	very	ADV
asir-5394	95	24	important	important	ADJ
asir-5394	95	25	effect	effect	NOUN
asir-5394	95	26	on	on	ADP
asir-5394	95	27	improving	improve	VERB
asir-5394	95	28	the	the	DET
asir-5394	95	29	permeability	permeability	NOUN
asir-5394	95	30	of	of	ADP
asir-5394	95	31	high	high	ADJ
asir-5394	95	32	-	-	PUNCT
asir-5394	95	33	strength	strength	NOUN
asir-5394	95	34	and	and	CCONJ
asir-5394	95	35	high	high	ADJ
asir-5394	95	36	-	-	PUNCT
asir-5394	95	37	performance	performance	NOUN
asir-5394	95	38	concrete	concrete	NOUN
asir-5394	95	39	,	,	PUNCT
asir-5394	95	40	in	in	ADP
asir-5394	95	41	comparison	comparison	NOUN
asir-5394	95	42	,	,	PUNCT
asir-5394	95	43	silica	silica	NOUN
asir-5394	95	44	fume	fume	NOUN
asir-5394	95	45	is	be	AUX
asir-5394	95	46	more	more	ADV
asir-5394	95	47	obvious	obvious	ADJ
asir-5394	95	48	than	than	SCONJ
asir-5394	95	49	fly	fly	VERB
asir-5394	95	50	ash	ash	NOUN
asir-5394	95	51	.	.	PUNCT
asir-5394	96	1	5	5	NUM
asir-5394	96	2	.	.	PUNCT
asir-5394	96	3	conclusions	conclusion	NOUN
asir-5394	96	4	considering	consider	VERB
asir-5394	96	5	the	the	DET
asir-5394	96	6	defects	defect	NOUN
asir-5394	96	7	in	in	ADP
asir-5394	96	8	the	the	DET
asir-5394	96	9	traditional	traditional	ADJ
asir-5394	96	10	artificial	artificial	ADJ
asir-5394	96	11	concrete	concrete	ADJ
asir-5394	96	12	mix	mix	NOUN
asir-5394	96	13	design	design	NOUN
asir-5394	96	14	process	process	NOUN
asir-5394	96	15	,	,	PUNCT
asir-5394	96	16	this	this	DET
asir-5394	96	17	paper	paper	NOUN
asir-5394	96	18	designs	design	VERB
asir-5394	96	19	an	an	DET
asir-5394	96	20	intelligent	intelligent	ADJ
asir-5394	96	21	mix	mix	NOUN
asir-5394	96	22	design	design	NOUN
asir-5394	96	23	model	model	NOUN
asir-5394	96	24	for	for	ADP
asir-5394	96	25	concrete	concrete	NOUN
asir-5394	96	26	and	and	CCONJ
asir-5394	96	27	designs	design	VERB
asir-5394	96	28	a	a	DET
asir-5394	96	29	corresponding	correspond	VERB
asir-5394	96	30	system	system	NOUN
asir-5394	96	31	.	.	PUNCT
asir-5394	97	1	the	the	DET
asir-5394	97	2	process	process	NOUN
asir-5394	97	3	of	of	ADP
asir-5394	97	4	concrete	concrete	ADJ
asir-5394	97	5	mixing	mixing	NOUN
asir-5394	97	6	is	be	AUX
asir-5394	97	7	often	often	ADV
asir-5394	97	8	manual	manual	ADJ
asir-5394	97	9	trial	trial	NOUN
asir-5394	97	10	mix	mix	NOUN
asir-5394	97	11	,	,	PUNCT
asir-5394	97	12	which	which	PRON
asir-5394	97	13	will	will	AUX
asir-5394	97	14	cost	cost	VERB
asir-5394	97	15	a	a	DET
asir-5394	97	16	lot	lot	NOUN
asir-5394	97	17	of	of	ADP
asir-5394	97	18	cost	cost	NOUN
asir-5394	97	19	.	.	PUNCT
asir-5394	98	1	therefore	therefore	ADV
asir-5394	98	2	,	,	PUNCT
asir-5394	98	3	how	how	SCONJ
asir-5394	98	4	to	to	PART
asir-5394	98	5	design	design	VERB
asir-5394	98	6	an	an	DET
asir-5394	98	7	intelligent	intelligent	ADJ
asir-5394	98	8	mix	mix	NOUN
asir-5394	98	9	design	design	NOUN
asir-5394	98	10	model	model	NOUN
asir-5394	98	11	that	that	PRON
asir-5394	98	12	can	can	AUX
asir-5394	98	13	not	not	PART
asir-5394	98	14	only	only	ADV
asir-5394	98	15	reduce	reduce	VERB
asir-5394	98	16	the	the	DET
asir-5394	98	17	cost	cost	NOUN
asir-5394	98	18	of	of	ADP
asir-5394	98	19	concrete	concrete	ADJ
asir-5394	98	20	production	production	NOUN
asir-5394	98	21	,	,	PUNCT
asir-5394	98	22	but	but	CCONJ
asir-5394	98	23	also	also	ADV
asir-5394	98	24	meet	meet	VERB
asir-5394	98	25	the	the	DET
asir-5394	98	26	requirements	requirement	NOUN
asir-5394	98	27	of	of	ADP
asir-5394	98	28	its	its	PRON
asir-5394	98	29	compressive	compressive	ADJ
asir-5394	98	30	strength	strength	NOUN
asir-5394	98	31	is	be	AUX
asir-5394	98	32	an	an	DET
asir-5394	98	33	urgent	urgent	ADJ
asir-5394	98	34	problem	problem	NOUN
asir-5394	98	35	to	to	PART
asir-5394	98	36	be	be	AUX
asir-5394	98	37	solved	solve	VERB
asir-5394	98	38	in	in	ADP
asir-5394	98	39	the	the	DET
asir-5394	98	40	modern	modern	ADJ
asir-5394	98	41	construction	construction	NOUN
asir-5394	98	42	industry	industry	NOUN
asir-5394	98	43	.	.	PUNCT
asir-5394	99	1	through	through	ADP
asir-5394	99	2	the	the	DET
asir-5394	99	3	summary	summary	NOUN
asir-5394	99	4	and	and	CCONJ
asir-5394	99	5	analysis	analysis	NOUN
asir-5394	99	6	of	of	ADP
asir-5394	99	7	the	the	DET
asir-5394	99	8	existing	exist	VERB
asir-5394	99	9	domestic	domestic	ADJ
asir-5394	99	10	and	and	CCONJ
asir-5394	99	11	foreign	foreign	ADJ
asir-5394	99	12	experimental	experimental	ADJ
asir-5394	99	13	research	research	NOUN
asir-5394	99	14	results	result	NOUN
asir-5394	99	15	of	of	ADP
asir-5394	99	16	high	high	ADJ
asir-5394	99	17	-	-	PUNCT
asir-5394	99	18	strength	strength	NOUN
asir-5394	99	19	and	and	CCONJ
asir-5394	99	20	high	high	ADJ
asir-5394	99	21	-	-	PUNCT
asir-5394	99	22	performance	performance	NOUN
asir-5394	99	23	concrete	concrete	NOUN
asir-5394	99	24	,	,	PUNCT
asir-5394	99	25	a	a	DET
asir-5394	99	26	performance	performance	NOUN
asir-5394	99	27	-	-	PUNCT
asir-5394	99	28	based	base	VERB
asir-5394	99	29	optimization	optimization	NOUN
asir-5394	99	30	mathematical	mathematical	ADJ
asir-5394	99	31	model	model	NOUN
asir-5394	99	32	of	of	ADP
asir-5394	99	33	the	the	DET
asir-5394	99	34	mix	mix	NOUN
asir-5394	99	35	ratio	ratio	NOUN
asir-5394	99	36	of	of	ADP
asir-5394	99	37	high	high	ADJ
asir-5394	99	38	-	-	PUNCT
asir-5394	99	39	strength	strength	NOUN
asir-5394	99	40	and	and	CCONJ
asir-5394	99	41	high	high	ADJ
asir-5394	99	42	-	-	PUNCT
asir-5394	99	43	performance	performance	NOUN
asir-5394	99	44	concrete	concrete	NOUN
asir-5394	99	45	is	be	AUX
asir-5394	99	46	established	establish	VERB
asir-5394	99	47	.	.	PUNCT
asir-5394	100	1	by	by	ADP
asir-5394	100	2	comparing	compare	VERB
asir-5394	100	3	a	a	DET
asir-5394	100	4	variety	variety	NOUN
asir-5394	100	5	of	of	ADP
asir-5394	100	6	optimization	optimization	NOUN
asir-5394	100	7	methods	method	NOUN
asir-5394	100	8	suitable	suitable	ADJ
asir-5394	100	9	for	for	ADP
asir-5394	100	10	high	high	ADJ
asir-5394	100	11	-	-	PUNCT
asir-5394	100	12	strength	strength	NOUN
asir-5394	100	13	and	and	CCONJ
asir-5394	100	14	high	high	ADJ
asir-5394	100	15	-	-	PUNCT
asir-5394	100	16	performance	performance	NOUN
asir-5394	100	17	concrete	concrete	ADJ
asir-5394	100	18	mix	mix	NOUN
asir-5394	100	19	ratio	ratio	NOUN
asir-5394	100	20	design	design	NOUN
asir-5394	100	21	,	,	PUNCT
asir-5394	100	22	the	the	DET
asir-5394	100	23	most	most	ADV
asir-5394	100	24	simple	simple	ADJ
asir-5394	100	25	and	and	CCONJ
asir-5394	100	26	optimal	optimal	ADJ
asir-5394	100	27	optimization	optimization	NOUN
asir-5394	100	28	design	design	NOUN
asir-5394	100	29	method	method	NOUN
asir-5394	100	30	is	be	AUX
asir-5394	100	31	found	find	VERB
asir-5394	100	32	.	.	PUNCT
asir-5394	101	1	according	accord	VERB
asir-5394	101	2	to	to	ADP
asir-5394	101	3	the	the	DET
asir-5394	101	4	proposed	propose	VERB
asir-5394	101	5	deep	deep	ADJ
asir-5394	101	6	learning	learning	NOUN
asir-5394	101	7	-	-	PUNCT
asir-5394	101	8	based	base	VERB
asir-5394	101	9	concrete	concrete	ADJ
asir-5394	101	10	intelligent	intelligent	ADJ
asir-5394	101	11	mix	mix	NOUN
asir-5394	101	12	design	design	NOUN
asir-5394	101	13	model	model	NOUN
asir-5394	101	14	,	,	PUNCT
asir-5394	101	15	a	a	DET
asir-5394	101	16	concrete	concrete	ADJ
asir-5394	101	17	intelligent	intelligent	ADJ
asir-5394	101	18	mix	mix	NOUN
asir-5394	101	19	design	design	NOUN
asir-5394	101	20	system	system	NOUN
asir-5394	101	21	is	be	AUX
asir-5394	101	22	established	establish	VERB
asir-5394	101	23	,	,	PUNCT
asir-5394	101	24	which	which	PRON
asir-5394	101	25	mainly	mainly	ADV
asir-5394	101	26	includes	include	VERB
asir-5394	101	27	two	two	NUM
asir-5394	101	28	functions	function	NOUN
asir-5394	101	29	:	:	PUNCT
asir-5394	101	30	concrete	concrete	ADJ
asir-5394	101	31	compressive	compressive	ADJ
asir-5394	101	32	strength	strength	NOUN
asir-5394	101	33	prediction	prediction	NOUN
asir-5394	101	34	function	function	NOUN
asir-5394	101	35	and	and	CCONJ
asir-5394	101	36	concrete	concrete	ADJ
asir-5394	101	37	intelligent	intelligent	ADJ
asir-5394	101	38	mix	mix	NOUN
asir-5394	101	39	design	design	NOUN
asir-5394	101	40	function	function	NOUN
asir-5394	101	41	.	.	PUNCT
asir-5394	102	1	first	first	ADV
asir-5394	102	2	,	,	PUNCT
asir-5394	102	3	the	the	DET
asir-5394	102	4	system	system	NOUN
asir-5394	102	5	is	be	AUX
asir-5394	102	6	briefly	briefly	ADV
asir-5394	102	7	introduced	introduce	VERB
asir-5394	102	8	,	,	PUNCT
asir-5394	102	9	then	then	ADV
asir-5394	102	10	the	the	DET
asir-5394	102	11	functions	function	NOUN
asir-5394	102	12	of	of	ADP
asir-5394	102	13	the	the	DET
asir-5394	102	14	system	system	NOUN
asir-5394	102	15	are	be	AUX
asir-5394	102	16	expounded	expound	VERB
asir-5394	102	17	,	,	PUNCT
asir-5394	102	18	and	and	CCONJ
asir-5394	102	19	finally	finally	ADV
asir-5394	102	20	the	the	DET
asir-5394	102	21	usage	usage	NOUN
asir-5394	102	22	of	of	ADP
asir-5394	102	23	the	the	DET
asir-5394	102	24	system	system	NOUN
asir-5394	102	25	is	be	AUX
asir-5394	102	26	given	give	VERB
asir-5394	102	27	.	.	PUNCT
asir-5394	103	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-5394	103	2	applied	apply	VERB
asir-5394	103	3	science	science	NOUN
asir-5394	103	4	and	and	CCONJ
asir-5394	103	5	innovative	innovative	ADJ
asir-5394	103	6	research	research	NOUN
asir-5394	103	7	vol	vol	NOUN
asir-5394	103	8	.	.	PROPN
asir-5394	104	1	6	6	NUM
asir-5394	104	2	,	,	PUNCT
asir-5394	104	3	no	no	INTJ
asir-5394	104	4	.	.	NOUN
asir-5394	104	5	4	4	NUM
asir-5394	104	6	,	,	PUNCT
asir-5394	104	7	2022	2022	NUM
asir-5394	104	8	122	122	NUM
asir-5394	104	9	published	publish	VERB
asir-5394	104	10	by	by	ADP
asir-5394	104	11	scholink	scholink	PROPN
asir-5394	104	12	inc	inc	PROPN
asir-5394	104	13	.	.	PROPN
asir-5394	104	14	references	reference	NOUN
asir-5394	104	15	asen	asen	PROPN
asir-5394	104	16	,	,	PUNCT
asir-5394	104	17	f.	f.	PROPN
asir-5394	104	18	,	,	PUNCT
asir-5394	104	19	&	&	CCONJ
asir-5394	104	20	dehestani	dehestani	PROPN
asir-5394	104	21	,	,	PUNCT
asir-5394	104	22	m.	m.	NOUN
asir-5394	104	23	(	(	PUNCT
asir-5394	104	24	2021	2021	NUM
asir-5394	104	25	)	)	PUNCT
asir-5394	104	26	.	.	PUNCT
asir-5394	105	1	influence	influence	NOUN
asir-5394	105	2	of	of	ADP
asir-5394	105	3	concrete	concrete	ADJ
asir-5394	105	4	mix	mix	NOUN
asir-5394	105	5	proportions	proportion	NOUN
asir-5394	105	6	on	on	ADP
asir-5394	105	7	lifetime	lifetime	NOUN
asir-5394	105	8	flexural	flexural	ADJ
asir-5394	105	9	load	load	NOUN
asir-5394	105	10	-	-	PUNCT
asir-5394	105	11	bearing	bear	VERB
asir-5394	105	12	capacity	capacity	NOUN
asir-5394	105	13	of	of	ADP
asir-5394	105	14	rc	rc	PROPN
asir-5394	105	15	beams	beam	NOUN
asir-5394	105	16	under	under	ADP
asir-5394	105	17	chloride	chloride	NOUN
asir-5394	105	18	corrosion	corrosion	NOUN
asir-5394	105	19	of	of	ADP
asir-5394	105	20	rebars	rebar	NOUN
asir-5394	105	21	.	.	PUNCT
asir-5394	106	1	structures	structure	NOUN
asir-5394	106	2	,	,	PUNCT
asir-5394	106	3	29(10	29(10	NOUN
asir-5394	106	4	)	)	PUNCT
asir-5394	106	5	,	,	PUNCT
asir-5394	106	6	2017	2017	NUM
asir-5394	106	7	-	-	SYM
asir-5394	106	8	2027	2027	NUM
asir-5394	106	9	.	.	PUNCT
asir-5394	107	1	https://doi.org/10.1016/j.istruc.2021.01.009	https://doi.org/10.1016/j.istruc.2021.01.009	VERB
asir-5394	107	2	bilal	bilal	PROPN
asir-5394	107	3	,	,	PUNCT
asir-5394	107	4	h.	h.	PROPN
asir-5394	107	5	,	,	PUNCT
asir-5394	107	6	&	&	CCONJ
asir-5394	107	7	ztürk	ztürk	PROPN
asir-5394	107	8	,	,	PUNCT
asir-5394	107	9	f.	f.	PROPN
asir-5394	107	10	(	(	PUNCT
asir-5394	107	11	2021	2021	NUM
asir-5394	107	12	)	)	PUNCT
asir-5394	107	13	.	.	PUNCT
asir-5394	108	1	rubber	rubber	NOUN
asir-5394	108	2	bushing	bush	VERB
asir-5394	108	3	optimization	optimization	NOUN
asir-5394	108	4	by	by	ADP
asir-5394	108	5	using	use	VERB
asir-5394	108	6	a	a	DET
asir-5394	108	7	novel	novel	ADJ
asir-5394	108	8	chaotic	chaotic	ADJ
asir-5394	108	9	krill	krill	NOUN
asir-5394	108	10	herd	herd	NOUN
asir-5394	108	11	optimization	optimization	NOUN
asir-5394	108	12	algorithm	algorithm	NOUN
asir-5394	108	13	.	.	PUNCT
asir-5394	109	1	soft	soft	ADJ
asir-5394	109	2	computing	computing	NOUN
asir-5394	109	3	,	,	PUNCT
asir-5394	109	4	25(22	25(22	NOUN
asir-5394	109	5	)	)	PUNCT
asir-5394	109	6	,	,	PUNCT
asir-5394	109	7	14333	14333	NUM
asir-5394	109	8	-	-	SYM
asir-5394	109	9	14355	14355	NUM
asir-5394	109	10	.	.	PUNCT
asir-5394	110	1	https://doi.org/10.1007/s00500-021-06159-5	https://doi.org/10.1007/s00500-021-06159-5	NUM
asir-5394	110	2	chiniforush	chiniforush	PROPN
asir-5394	110	3	,	,	PUNCT
asir-5394	110	4	a.	a.	NOUN
asir-5394	110	5	a.	a.	NOUN
asir-5394	110	6	,	,	PUNCT
asir-5394	110	7	gharehchaei	gharehchaei	NOUN
asir-5394	110	8	,	,	PUNCT
asir-5394	110	9	m.	m.	NOUN
asir-5394	110	10	,	,	PUNCT
asir-5394	110	11	nezhad	nezhad	VERB
asir-5394	110	12	,	,	PUNCT
asir-5394	110	13	a.	a.	NOUN
asir-5394	110	14	a.	a.	PROPN
asir-5394	110	15	,	,	PUNCT
asir-5394	110	16	et	et	PROPN
asir-5394	110	17	al	al	PROPN
asir-5394	110	18	.	.	PROPN
asir-5394	111	1	(	(	PUNCT
asir-5394	111	2	2021	2021	NUM
asir-5394	111	3	)	)	PUNCT
asir-5394	111	4	.	.	PUNCT
asir-5394	112	1	minimising	minimise	VERB
asir-5394	112	2	risk	risk	NOUN
asir-5394	112	3	of	of	ADP
asir-5394	112	4	early	early	ADJ
asir-5394	112	5	-	-	PUNCT
asir-5394	112	6	age	age	NOUN
asir-5394	112	7	thermal	thermal	ADJ
asir-5394	112	8	cracking	cracking	NOUN
asir-5394	112	9	and	and	CCONJ
asir-5394	112	10	delayed	delay	VERB
asir-5394	112	11	ettringite	ettringite	NOUN
asir-5394	112	12	formation	formation	NOUN
asir-5394	112	13	in	in	ADP
asir-5394	112	14	concrete	concrete	ADJ
asir-5394	112	15	-a	-a	PUNCT
asir-5394	112	16	hybrid	hybrid	ADJ
asir-5394	112	17	numerical	numerical	PROPN
asir-5394	112	18	simulation	simulation	PROPN
asir-5394	112	19	and	and	CCONJ
asir-5394	112	20	genetic	genetic	ADJ
asir-5394	112	21	algorithm	algorithm	NOUN
asir-5394	112	22	mix	mix	NOUN
asir-5394	112	23	optimisation	optimisation	NOUN
asir-5394	112	24	approach	approach	NOUN
asir-5394	112	25	.	.	PUNCT
asir-5394	113	1	construction	construction	NOUN
asir-5394	113	2	and	and	CCONJ
asir-5394	113	3	building	building	NOUN
asir-5394	113	4	materials	material	NOUN
asir-5394	113	5	,	,	PUNCT
asir-5394	113	6	299(414	299(414	NUM
asir-5394	113	7	-	-	SYM
asir-5394	113	8	20	20	NUM
asir-5394	113	9	)	)	PUNCT
asir-5394	113	10	,	,	PUNCT
asir-5394	113	11	124280	124280	NUM
asir-5394	113	12	.	.	PUNCT
asir-5394	114	1	https://doi.org/10.1016/j.conbuildmat.2021.124280	https://doi.org/10.1016/j.conbuildmat.2021.124280	PROPN
asir-5394	114	2	duman	duman	PROPN
asir-5394	114	3	,	,	PUNCT
asir-5394	114	4	s.	s.	PROPN
asir-5394	114	5	,	,	PUNCT
asir-5394	114	6	li	li	PROPN
asir-5394	114	7	,	,	PUNCT
asir-5394	114	8	j.	j.	PROPN
asir-5394	114	9	,	,	PUNCT
asir-5394	114	10	wu	wu	PROPN
asir-5394	114	11	,	,	PUNCT
asir-5394	114	12	l.	l.	PROPN
asir-5394	114	13	,	,	PUNCT
asir-5394	114	14	et	et	PROPN
asir-5394	114	15	al	al	PROPN
asir-5394	114	16	.	.	PROPN
asir-5394	114	17	(	(	PUNCT
asir-5394	114	18	2020	2020	NUM
asir-5394	114	19	)	)	PUNCT
asir-5394	114	20	.	.	PUNCT
asir-5394	115	1	optimal	optimal	ADJ
asir-5394	115	2	power	power	NOUN
asir-5394	115	3	flow	flow	NOUN
asir-5394	115	4	with	with	ADP
asir-5394	115	5	stochastic	stochastic	ADJ
asir-5394	115	6	wind	wind	NOUN
asir-5394	115	7	power	power	NOUN
asir-5394	115	8	and	and	CCONJ
asir-5394	115	9	facts	fact	VERB
asir-5394	115	10	devices	device	NOUN
asir-5394	115	11	:	:	PUNCT
asir-5394	115	12	a	a	DET
asir-5394	115	13	modified	modify	VERB
asir-5394	115	14	hybrid	hybrid	NOUN
asir-5394	115	15	psogsa	psogsa	NOUN
asir-5394	115	16	with	with	ADP
asir-5394	115	17	chaotic	chaotic	ADJ
asir-5394	115	18	maps	map	NOUN
asir-5394	115	19	approach	approach	NOUN
asir-5394	115	20	.	.	PUNCT
asir-5394	116	1	neural	neural	ADJ
asir-5394	116	2	computing	computing	NOUN
asir-5394	116	3	and	and	CCONJ
asir-5394	116	4	applications	application	NOUN
asir-5394	116	5	,	,	PUNCT
asir-5394	116	6	32(12	32(12	NUM
asir-5394	116	7	)	)	PUNCT
asir-5394	116	8	,	,	PUNCT
asir-5394	116	9	8463	8463	NUM
asir-5394	116	10	-	-	SYM
asir-5394	116	11	8492	8492	NUM
asir-5394	116	12	.	.	PUNCT
asir-5394	117	1	https://doi.org/10.1007/s00521-019-04338-y	https://doi.org/10.1007/s00521-019-04338-y	NOUN
asir-5394	117	2	falliano	falliano	PROPN
asir-5394	117	3	,	,	PUNCT
asir-5394	117	4	d.	d.	PROPN
asir-5394	117	5	,	,	PUNCT
asir-5394	117	6	de	de	X
asir-5394	117	7	domenico	domenico	PROPN
asir-5394	117	8	,	,	PUNCT
asir-5394	117	9	d.	d.	PROPN
asir-5394	117	10	,	,	PUNCT
asir-5394	117	11	ricciardi	ricciardi	PROPN
asir-5394	117	12	,	,	PUNCT
asir-5394	117	13	g.	g.	PROPN
asir-5394	117	14	,	,	PUNCT
asir-5394	117	15	et	et	PROPN
asir-5394	117	16	al	al	PROPN
asir-5394	117	17	.	.	PUNCT
asir-5394	117	18	(	(	PUNCT
asir-5394	117	19	2018	2018	NUM
asir-5394	117	20	)	)	PUNCT
asir-5394	117	21	.	.	PUNCT
asir-5394	118	1	experimental	experimental	ADJ
asir-5394	118	2	investigation	investigation	NOUN
asir-5394	118	3	on	on	ADP
asir-5394	118	4	the	the	DET
asir-5394	118	5	compressive	compressive	ADJ
asir-5394	118	6	strength	strength	NOUN
asir-5394	118	7	of	of	ADP
asir-5394	118	8	foamed	foamed	ADJ
asir-5394	118	9	concrete	concrete	NOUN
asir-5394	118	10	:	:	PUNCT
asir-5394	118	11	effect	effect	NOUN
asir-5394	118	12	of	of	ADP
asir-5394	118	13	curing	cure	VERB
asir-5394	118	14	conditions	condition	NOUN
asir-5394	118	15	,	,	PUNCT
asir-5394	118	16	cement	cement	NOUN
asir-5394	118	17	type	type	NOUN
asir-5394	118	18	,	,	PUNCT
asir-5394	118	19	foaming	foaming	NOUN
asir-5394	118	20	agent	agent	NOUN
asir-5394	118	21	and	and	CCONJ
asir-5394	118	22	dry	dry	ADJ
asir-5394	118	23	density	density	NOUN
asir-5394	118	24	.	.	PUNCT
asir-5394	119	1	construction	construction	NOUN
asir-5394	119	2	&	&	CCONJ
asir-5394	119	3	building	building	PROPN
asir-5394	119	4	materials	material	NOUN
asir-5394	119	5	,	,	PUNCT
asir-5394	119	6	165(mar.20	165(mar.20	NUM
asir-5394	119	7	)	)	PUNCT
asir-5394	119	8	,	,	PUNCT
asir-5394	119	9	735	735	NUM
asir-5394	119	10	-	-	SYM
asir-5394	119	11	749	749	NUM
asir-5394	119	12	.	.	PUNCT
asir-5394	120	1	https://doi.org/10.1016/j.conbuildmat.2017.12.241	https://doi.org/10.1016/j.conbuildmat.2017.12.241	PROPN
asir-5394	120	2	firoozi	firoozi	PROPN
asir-5394	120	3	,	,	PUNCT
asir-5394	120	4	s.	s.	PROPN
asir-5394	120	5	,	,	PUNCT
asir-5394	120	6	dehestani	dehestani	PROPN
asir-5394	120	7	,	,	PUNCT
asir-5394	120	8	m.	m.	NOUN
asir-5394	120	9	,	,	PUNCT
asir-5394	120	10	&	&	CCONJ
asir-5394	120	11	neya	neya	PROPN
asir-5394	120	12	,	,	PUNCT
asir-5394	120	13	b.	b.	PROPN
asir-5394	120	14	(	(	PUNCT
asir-5394	120	15	2018	2018	NUM
asir-5394	120	16	)	)	PUNCT
asir-5394	120	17	.	.	PUNCT
asir-5394	121	1	n.	n.	ADJ
asir-5394	121	2	effect	effect	NOUN
asir-5394	121	3	of	of	ADP
asir-5394	121	4	water	water	NOUN
asir-5394	121	5	to	to	PART
asir-5394	121	6	cement	cement	VERB
asir-5394	121	7	ratio	ratio	NOUN
asir-5394	121	8	on	on	ADP
asir-5394	121	9	the	the	DET
asir-5394	121	10	mode	mode	NOUN
asir-5394	121	11	ⅲ	ⅲ	ADJ
asir-5394	121	12	fracture	fracture	NOUN
asir-5394	121	13	energy	energy	NOUN
asir-5394	121	14	of	of	ADP
asir-5394	121	15	self	self	NOUN
asir-5394	121	16	-	-	PUNCT
asir-5394	121	17	compacting	compact	VERB
asir-5394	121	18	concrete	concrete	NOUN
asir-5394	121	19	.	.	PUNCT
asir-5394	122	1	materials	material	NOUN
asir-5394	122	2	&	&	CCONJ
asir-5394	122	3	structures	structure	NOUN
asir-5394	122	4	,	,	PUNCT
asir-5394	122	5	51(4	51(4	NUM
asir-5394	122	6	)	)	PUNCT
asir-5394	122	7	,	,	PUNCT
asir-5394	122	8	80.1	80.1	NUM
asir-5394	122	9	-	-	SYM
asir-5394	122	10	80.10	80.10	NUM
asir-5394	122	11	.	.	PUNCT
asir-5394	123	1	https://doi.org/10.1617/s11527-018-1208-x	https://doi.org/10.1617/s11527-018-1208-x	PROPN
asir-5394	123	2	garcía	garcía	ADJ
asir-5394	123	3	-	-	PUNCT
asir-5394	123	4	ródenas	ródena	NOUN
asir-5394	123	5	,	,	PUNCT
asir-5394	123	6	r.	r.	PROPN
asir-5394	123	7	,	,	PUNCT
asir-5394	123	8	linares	linare	NOUN
asir-5394	123	9	,	,	PUNCT
asir-5394	123	10	l.	l.	PROPN
asir-5394	123	11	j.	j.	PROPN
asir-5394	123	12	,	,	PUNCT
asir-5394	123	13	&	&	CCONJ
asir-5394	123	14	lópez	lópez	PROPN
asir-5394	123	15	-	-	PUNCT
asir-5394	123	16	gómez	gómez	NOUN
asir-5394	123	17	,	,	PUNCT
asir-5394	123	18	j.	j.	PROPN
asir-5394	123	19	a.	a.	PROPN
asir-5394	123	20	(	(	PUNCT
asir-5394	123	21	2021	2021	NUM
asir-5394	123	22	)	)	PUNCT
asir-5394	123	23	.	.	PUNCT
asir-5394	124	1	memetic	memetic	ADJ
asir-5394	124	2	algorithms	algorithm	NOUN
asir-5394	124	3	for	for	ADP
asir-5394	124	4	training	train	VERB
asir-5394	124	5	feedforward	feedforward	NOUN
asir-5394	124	6	neural	neural	ADJ
asir-5394	124	7	networks	network	NOUN
asir-5394	124	8	:	:	PUNCT
asir-5394	124	9	an	an	DET
asir-5394	124	10	approach	approach	NOUN
asir-5394	124	11	based	base	VERB
asir-5394	124	12	on	on	ADP
asir-5394	124	13	gravitational	gravitational	ADJ
asir-5394	124	14	search	search	NOUN
asir-5394	124	15	algorithm	algorithm	NOUN
asir-5394	124	16	.	.	PUNCT
asir-5394	125	1	neural	neural	ADJ
asir-5394	125	2	computing	computing	NOUN
asir-5394	125	3	and	and	CCONJ
asir-5394	125	4	applications	application	NOUN
asir-5394	125	5	,	,	PUNCT
asir-5394	125	6	33(7	33(7	NUM
asir-5394	125	7	)	)	PUNCT
asir-5394	125	8	,	,	PUNCT
asir-5394	125	9	2561	2561	NUM
asir-5394	125	10	-	-	SYM
asir-5394	125	11	2588	2588	NUM
asir-5394	125	12	.	.	PUNCT
asir-5394	126	1	https://doi.org/10.1007/s00521-020-05131-y	https://doi.org/10.1007/s00521-020-05131-y	PROPN
asir-5394	126	2	gupta	gupta	PROPN
asir-5394	126	3	,	,	PUNCT
asir-5394	126	4	l.	l.	PROPN
asir-5394	126	5	,	,	PUNCT
asir-5394	126	6	&	&	CCONJ
asir-5394	126	7	bellary	bellary	PROPN
asir-5394	126	8	,	,	PUNCT
asir-5394	126	9	a.	a.	NOUN
asir-5394	126	10	(	(	PUNCT
asir-5394	126	11	2018	2018	NUM
asir-5394	126	12	)	)	PUNCT
asir-5394	126	13	.	.	PUNCT
asir-5394	127	1	comparative	comparative	ADJ
asir-5394	127	2	study	study	NOUN
asir-5394	127	3	on	on	ADP
asir-5394	127	4	the	the	DET
asir-5394	127	5	behavior	behavior	NOUN
asir-5394	127	6	of	of	ADP
asir-5394	127	7	bituminous	bituminous	ADJ
asir-5394	127	8	concrete	concrete	ADJ
asir-5394	127	9	mix	mix	NOUN
asir-5394	127	10	and	and	CCONJ
asir-5394	127	11	warm	warm	ADJ
asir-5394	127	12	mix	mix	NOUN
asir-5394	127	13	asphalt	asphalt	NOUN
asir-5394	127	14	prepared	prepare	VERB
asir-5394	127	15	using	use	VERB
asir-5394	127	16	lime	lime	NOUN
asir-5394	127	17	and	and	CCONJ
asir-5394	127	18	zycotherm	zycotherm	NOUN
asir-5394	127	19	as	as	ADP
asir-5394	127	20	additive	additive	NOUN
asir-5394	127	21	.	.	PUNCT
asir-5394	128	1	materials	material	NOUN
asir-5394	128	2	today	today	NOUN
asir-5394	128	3	:	:	PUNCT
asir-5394	128	4	proceedings	proceeding	NOUN
asir-5394	128	5	,	,	PUNCT
asir-5394	128	6	5(1	5(1	NUM
asir-5394	128	7	)	)	PUNCT
asir-5394	128	8	,	,	PUNCT
asir-5394	128	9	2074	2074	NUM
asir-5394	128	10	-	-	SYM
asir-5394	128	11	2081	2081	NUM
asir-5394	128	12	.	.	PUNCT
asir-5394	129	1	https://doi.org/10.1016/j.matpr.2017.09.203	https://doi.org/10.1016/j.matpr.2017.09.203	PROPN
asir-5394	129	2	ismail	ismail	PROPN
asir-5394	129	3	,	,	PUNCT
asir-5394	129	4	z.	z.	PROPN
asir-5394	129	5	z.	z.	PROPN
asir-5394	129	6	,	,	PUNCT
asir-5394	129	7	jaeel	jaeel	PROPN
asir-5394	129	8	,	,	PUNCT
asir-5394	129	9	a.	a.	PROPN
asir-5394	129	10	j.	j.	PROPN
asir-5394	129	11	,	,	PUNCT
asir-5394	129	12	alwared	alware	VERB
asir-5394	129	13	,	,	PUNCT
asir-5394	129	14	a.	a.	NOUN
asir-5394	129	15	m.	m.	NOUN
asir-5394	129	16	,	,	PUNCT
asir-5394	129	17	et	et	PROPN
asir-5394	129	18	al	al	PROPN
asir-5394	129	19	.	.	PROPN
asir-5394	130	1	(	(	PUNCT
asir-5394	130	2	2021	2021	NUM
asir-5394	130	3	)	)	PUNCT
asir-5394	130	4	.	.	PUNCT
asir-5394	131	1	experimental	experimental	ADJ
asir-5394	131	2	investigation	investigation	NOUN
asir-5394	131	3	of	of	ADP
asir-5394	131	4	a	a	DET
asir-5394	131	5	new	new	ADJ
asir-5394	131	6	sustainable	sustainable	ADJ
asir-5394	131	7	approach	approach	NOUN
asir-5394	131	8	for	for	ADP
asir-5394	131	9	recycling	recycle	VERB
asir-5394	131	10	waste	waste	NOUN
asir-5394	131	11	styrofoam	styrofoam	NOUN
asir-5394	131	12	food	food	NOUN
asir-5394	131	13	containers	container	NOUN
asir-5394	131	14	in	in	ADP
asir-5394	131	15	lightweight	lightweight	ADJ
asir-5394	131	16	concrete	concrete	NOUN
asir-5394	131	17	.	.	PUNCT
asir-5394	132	1	innovative	innovative	ADJ
asir-5394	132	2	infrastructure	infrastructure	NOUN
asir-5394	132	3	solutions	solution	NOUN
asir-5394	132	4	,	,	PUNCT
asir-5394	132	5	6(2	6(2	NUM
asir-5394	132	6	)	)	PUNCT
asir-5394	132	7	,	,	PUNCT
asir-5394	132	8	1	1	NUM
asir-5394	132	9	-	-	SYM
asir-5394	132	10	8	8	NUM
asir-5394	132	11	.	.	PUNCT
asir-5394	133	1	https://doi.org/10.1007/s41062-021-00463-7	https://doi.org/10.1007/s41062-021-00463-7	PROPN
asir-5394	133	2	kambham	kambham	PROPN
asir-5394	133	3	,	,	PUNCT
asir-5394	133	4	b.	b.	PROPN
asir-5394	133	5	s.	s.	PROPN
asir-5394	133	6	,	,	PUNCT
asir-5394	133	7	ram	ram	PROPN
asir-5394	133	8	,	,	PUNCT
asir-5394	133	9	v.	v.	ADP
asir-5394	133	10	v.	v.	ADP
asir-5394	133	11	,	,	PUNCT
asir-5394	133	12	&	&	CCONJ
asir-5394	133	13	raju	raju	PROPN
asir-5394	133	14	,	,	PUNCT
asir-5394	133	15	s.	s.	PROPN
asir-5394	133	16	(	(	PUNCT
asir-5394	133	17	2019	2019	NUM
asir-5394	133	18	)	)	PUNCT
asir-5394	133	19	.	.	PUNCT
asir-5394	134	1	simulation	simulation	NOUN
asir-5394	134	2	of	of	ADP
asir-5394	134	3	field	field	NOUN
asir-5394	134	4	aging	aging	NOUN
asir-5394	134	5	of	of	ADP
asir-5394	134	6	bituminous	bituminous	ADJ
asir-5394	134	7	concrete	concrete	NOUN
asir-5394	134	8	with	with	ADP
asir-5394	134	9	and	and	CCONJ
asir-5394	134	10	without	without	ADP
asir-5394	134	11	warm	warm	ADJ
asir-5394	134	12	mix	mix	NOUN
asir-5394	134	13	additive	additive	NOUN
asir-5394	134	14	using	use	VERB
asir-5394	134	15	modified	modify	VERB
asir-5394	134	16	oven	oven	VERB
asir-5394	134	17	.	.	PUNCT
asir-5394	135	1	international	international	ADJ
asir-5394	135	2	journal	journal	PROPN
asir-5394	135	3	of	of	ADP
asir-5394	135	4	pavement	pavement	NOUN
asir-5394	135	5	research	research	NOUN
asir-5394	135	6	and	and	CCONJ
asir-5394	135	7	technology	technology	NOUN
asir-5394	135	8	,	,	PUNCT
asir-5394	135	9	12(5	12(5	NUM
asir-5394	135	10	)	)	PUNCT
asir-5394	135	11	,	,	PUNCT
asir-5394	135	12	448	448	NUM
asir-5394	135	13	-	-	SYM
asir-5394	135	14	455	455	NUM
asir-5394	135	15	.	.	PUNCT
asir-5394	136	1	https://doi.org/10.1007/s42947-019-0054-8	https://doi.org/10.1007/s42947-019-0054-8	PROPN
asir-5394	137	1	kaya	kaya	PROPN
asir-5394	137	2	,	,	PUNCT
asir-5394	137	3	s.	s.	PROPN
asir-5394	137	4	,	,	PUNCT
asir-5394	137	5	gümüü	gümüü	PROPN
asir-5394	137	6	,	,	PUNCT
asir-5394	137	7	abdülkadir	abdülkadir	PROPN
asir-5394	137	8	,	,	PUNCT
asir-5394	137	9	aydilek	aydilek	PROPN
asir-5394	137	10	,	,	PUNCT
asir-5394	137	11	b.	b.	PROPN
asir-5394	137	12	b.	b.	PROPN
asir-5394	137	13	,	,	PUNCT
asir-5394	137	14	et	et	PROPN
asir-5394	137	15	al	al	PROPN
asir-5394	137	16	.	.	PROPN
asir-5394	137	17	(	(	PUNCT
asir-5394	137	18	2021	2021	NUM
asir-5394	137	19	)	)	PUNCT
asir-5394	137	20	.	.	PUNCT
asir-5394	138	1	solution	solution	NOUN
asir-5394	138	2	for	for	ADP
asir-5394	138	3	flow	flow	NOUN
asir-5394	138	4	shop	shop	NOUN
asir-5394	138	5	scheduling	scheduling	NOUN
asir-5394	138	6	problems	problem	NOUN
asir-5394	138	7	using	use	VERB
asir-5394	138	8	chaotic	chaotic	ADJ
asir-5394	138	9	hybrid	hybrid	ADJ
asir-5394	138	10	firefly	firefly	NOUN
asir-5394	138	11	and	and	CCONJ
asir-5394	138	12	particle	particle	NOUN
asir-5394	138	13	swarm	swarm	NOUN
asir-5394	138	14	optimization	optimization	NOUN
asir-5394	138	15	algorithm	algorithm	NOUN
asir-5394	138	16	with	with	ADP
asir-5394	138	17	improved	improved	ADJ
asir-5394	138	18	local	local	ADJ
asir-5394	138	19	search	search	NOUN
asir-5394	138	20	.	.	PUNCT
asir-5394	139	1	soft	soft	ADJ
asir-5394	139	2	computing	computing	NOUN
asir-5394	139	3	,	,	PUNCT
asir-5394	139	4	25(10	25(10	NOUN
asir-5394	139	5	)	)	PUNCT
asir-5394	139	6	,	,	PUNCT
asir-5394	139	7	7143	7143	NUM
asir-5394	139	8	-	-	SYM
asir-5394	139	9	7154	7154	NUM
asir-5394	139	10	.	.	PUNCT
asir-5394	140	1	https://doi.org/10.1007/s00500-021-05673-w	https://doi.org/10.1007/s00500-021-05673-w	NOUN
asir-5394	140	2	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-5394	140	3	applied	apply	VERB
asir-5394	140	4	science	science	NOUN
asir-5394	140	5	and	and	CCONJ
asir-5394	140	6	innovative	innovative	ADJ
asir-5394	140	7	research	research	NOUN
asir-5394	140	8	vol	vol	NOUN
asir-5394	140	9	.	.	PROPN
asir-5394	141	1	6	6	NUM
asir-5394	141	2	,	,	PUNCT
asir-5394	141	3	no	no	INTJ
asir-5394	141	4	.	.	NOUN
asir-5394	141	5	4	4	NUM
asir-5394	141	6	,	,	PUNCT
asir-5394	141	7	2022	2022	NUM
asir-5394	141	8	123	123	NUM
asir-5394	141	9	published	publish	VERB
asir-5394	141	10	by	by	ADP
asir-5394	141	11	scholink	scholink	PROPN
asir-5394	141	12	inc	inc	PROPN
asir-5394	141	13	.	.	PROPN
asir-5394	141	14	lindelof	lindelof	PROPN
asir-5394	141	15	,	,	PUNCT
asir-5394	141	16	p.	p.	PROPN
asir-5394	141	17	,	,	PUNCT
asir-5394	141	18	said	say	VERB
asir-5394	141	19	,	,	PUNCT
asir-5394	141	20	s.	s.	PROPN
asir-5394	141	21	,	,	PUNCT
asir-5394	141	22	&	&	CCONJ
asir-5394	141	23	ahmed	ahmed	PROPN
asir-5394	141	24	,	,	PUNCT
asir-5394	141	25	a.	a.	NOUN
asir-5394	141	26	(	(	PUNCT
asir-5394	141	27	2019	2019	NUM
asir-5394	141	28	)	)	PUNCT
asir-5394	141	29	.	.	PUNCT
asir-5394	142	1	poisson	poisson	PROPN
asir-5394	142	2	’s	’s	PART
asir-5394	142	3	ratio	ratio	NOUN
asir-5394	142	4	of	of	ADP
asir-5394	142	5	asphalt	asphalt	NOUN
asir-5394	142	6	concrete	concrete	NOUN
asir-5394	142	7	mixes	mix	VERB
asir-5394	142	8	using	use	VERB
asir-5394	142	9	indirect	indirect	ADJ
asir-5394	142	10	tensile	tensile	NOUN
asir-5394	142	11	test	test	NOUN
asir-5394	142	12	.	.	PUNCT
asir-5394	143	1	journal	journal	NOUN
asir-5394	143	2	of	of	ADP
asir-5394	143	3	testing	testing	NOUN
asir-5394	143	4	&	&	CCONJ
asir-5394	143	5	evaluation	evaluation	NOUN
asir-5394	143	6	,	,	PUNCT
asir-5394	143	7	47(1	47(1	NUM
asir-5394	143	8	)	)	PUNCT
asir-5394	143	9	,	,	PUNCT
asir-5394	143	10	498	498	NUM
asir-5394	143	11	-	-	SYM
asir-5394	143	12	510	510	NUM
asir-5394	143	13	.	.	PUNCT
asir-5394	144	1	https://doi.org/10.1520/jte20170516	https://doi.org/10.1520/jte20170516	PROPN
asir-5394	144	2	nejati	nejati	PROPN
asir-5394	144	3	,	,	PUNCT
asir-5394	144	4	f.	f.	PROPN
asir-5394	144	5	,	,	PUNCT
asir-5394	144	6	ahmadi	ahmadi	PROPN
asir-5394	144	7	,	,	PUNCT
asir-5394	144	8	s.	s.	PROPN
asir-5394	144	9	,	,	PUNCT
asir-5394	144	10	&	&	CCONJ
asir-5394	144	11	edalatpanah	edalatpanah	PROPN
asir-5394	144	12	,	,	PUNCT
asir-5394	144	13	s.	s.	PROPN
asir-5394	144	14	a.	a.	PROPN
asir-5394	144	15	(	(	PUNCT
asir-5394	144	16	2019	2019	NUM
asir-5394	144	17	)	)	PUNCT
asir-5394	144	18	.	.	PUNCT
asir-5394	145	1	experimental	experimental	ADJ
asir-5394	145	2	investigation	investigation	NOUN
asir-5394	145	3	of	of	ADP
asir-5394	145	4	zeolite	zeolite	NOUN
asir-5394	145	5	and	and	CCONJ
asir-5394	145	6	limestone	limestone	NOUN
asir-5394	145	7	powder	powder	NOUN
asir-5394	145	8	on	on	ADP
asir-5394	145	9	self	self	NOUN
asir-5394	145	10	-	-	PUNCT
asir-5394	145	11	compacting	compact	VERB
asir-5394	145	12	concrete	concrete	ADJ
asir-5394	145	13	strength	strength	NOUN
asir-5394	145	14	after	after	ADP
asir-5394	145	15	early	early	ADJ
asir-5394	145	16	loading	loading	NOUN
asir-5394	145	17	.	.	PUNCT
asir-5394	146	1	international	international	ADJ
asir-5394	146	2	journal	journal	PROPN
asir-5394	146	3	of	of	ADP
asir-5394	146	4	structural	structural	ADJ
asir-5394	146	5	integrity	integrity	NOUN
asir-5394	146	6	,	,	PUNCT
asir-5394	146	7	10(4	10(4	NUM
asir-5394	146	8	)	)	PUNCT
asir-5394	146	9	,	,	PUNCT
asir-5394	146	10	515	515	NUM
asir-5394	146	11	-	-	SYM
asir-5394	146	12	533	533	NUM
asir-5394	146	13	.	.	PUNCT
asir-5394	147	1	https://doi.org/10.1108/ijsi-05-2018-0031	https://doi.org/10.1108/ijsi-05-2018-0031	NOUN
asir-5394	147	2	nosheen	nosheen	PROPN
asir-5394	147	3	,	,	PUNCT
asir-5394	147	4	h.	h.	PROPN
asir-5394	147	5	,	,	PUNCT
asir-5394	147	6	qureshi	qureshi	PROPN
asir-5394	147	7	,	,	PUNCT
asir-5394	147	8	l.	l.	PROPN
asir-5394	147	9	a.	a.	PROPN
asir-5394	147	10	,	,	PUNCT
asir-5394	147	11	tahir	tahir	PROPN
asir-5394	147	12	,	,	PUNCT
asir-5394	147	13	m.	m.	PROPN
asir-5394	147	14	f.	f.	PROPN
asir-5394	147	15	,	,	PUNCT
asir-5394	147	16	et	et	PROPN
asir-5394	147	17	al	al	PROPN
asir-5394	147	18	.	.	PUNCT
asir-5394	148	1	(	(	PUNCT
asir-5394	148	2	2018	2018	NUM
asir-5394	148	3	)	)	PUNCT
asir-5394	148	4	.	.	PUNCT
asir-5394	149	1	an	an	DET
asir-5394	149	2	investigation	investigation	NOUN
asir-5394	149	3	on	on	ADP
asir-5394	149	4	shear	shear	NOUN
asir-5394	149	5	behavior	behavior	NOUN
asir-5394	149	6	of	of	ADP
asir-5394	149	7	prestressed	prestressed	ADJ
asir-5394	149	8	concrete	concrete	ADJ
asir-5394	149	9	beams	beam	NOUN
asir-5394	149	10	cast	cast	VERB
asir-5394	149	11	by	by	ADP
asir-5394	149	12	fiber	fiber	NOUN
asir-5394	149	13	reinforced	reinforce	VERB
asir-5394	149	14	concrete	concrete	NOUN
asir-5394	149	15	.	.	PUNCT
asir-5394	150	1	arabian	arabian	ADJ
asir-5394	150	2	journal	journal	PROPN
asir-5394	150	3	for	for	ADP
asir-5394	150	4	science	science	NOUN
asir-5394	150	5	and	and	CCONJ
asir-5394	150	6	engineering	engineering	NOUN
asir-5394	150	7	.	.	PUNCT
asir-5394	151	1	section	section	PROPN
asir-5394	151	2	a	a	PRON
asir-5394	151	3	,	,	PUNCT
asir-5394	151	4	sciences	science	NOUN
asir-5394	151	5	,	,	PUNCT
asir-5394	151	6	43(10	43(10	NUM
asir-5394	151	7	)	)	PUNCT
asir-5394	151	8	,	,	PUNCT
asir-5394	151	9	5605	5605	NUM
asir-5394	151	10	-	-	SYM
asir-5394	151	11	5613	5613	NUM
asir-5394	151	12	.	.	PUNCT
asir-5394	152	1	https://doi.org/10.1007/s13369-018-3243-x	https://doi.org/10.1007/s13369-018-3243-x	PROPN
asir-5394	152	2	oeb	oeb	PROPN
asir-5394	152	3	,	,	PUNCT
asir-5394	152	4	a.	a.	NOUN
asir-5394	152	5	,	,	PUNCT
asir-5394	152	6	poa	poa	PROPN
asir-5394	152	7	,	,	PUNCT
asir-5394	152	8	b.	b.	PROPN
asir-5394	152	9	,	,	PUNCT
asir-5394	152	10	mtt	mtt	PROPN
asir-5394	152	11	,	,	PUNCT
asir-5394	152	12	a.	a.	PROPN
asir-5394	152	13	,	,	PUNCT
asir-5394	152	14	et	et	PROPN
asir-5394	152	15	al	al	PROPN
asir-5394	152	16	.	.	PROPN
asir-5394	152	17	(	(	PUNCT
asir-5394	152	18	2020	2020	NUM
asir-5394	152	19	)	)	PUNCT
asir-5394	152	20	.	.	PUNCT
asir-5394	153	1	mechanical	mechanical	ADJ
asir-5394	153	2	and	and	CCONJ
asir-5394	153	3	durability	durability	NOUN
asir-5394	153	4	properties	property	NOUN
asir-5394	153	5	of	of	ADP
asir-5394	153	6	recycled	recycled	ADJ
asir-5394	153	7	aggregate	aggregate	ADJ
asir-5394	153	8	concrete	concrete	NOUN
asir-5394	153	9	with	with	ADP
asir-5394	153	10	ternary	ternary	ADJ
asir-5394	153	11	binder	binder	NOUN
asir-5394	153	12	system	system	NOUN
asir-5394	153	13	and	and	CCONJ
asir-5394	153	14	optimized	optimize	VERB
asir-5394	153	15	mix	mix	NOUN
asir-5394	153	16	proportion	proportion	NOUN
asir-5394	153	17	.	.	PUNCT
asir-5394	154	1	journal	journal	NOUN
asir-5394	154	2	of	of	ADP
asir-5394	154	3	materials	material	NOUN
asir-5394	154	4	research	research	NOUN
asir-5394	154	5	and	and	CCONJ
asir-5394	154	6	technology	technology	NOUN
asir-5394	154	7	,	,	PUNCT
asir-5394	154	8	9	9	NUM
asir-5394	154	9	(	(	PUNCT
asir-5394	154	10	3	3	NUM
asir-5394	154	11	)	)	PUNCT
asir-5394	154	12	,	,	PUNCT
asir-5394	154	13	6521	6521	NUM
asir-5394	154	14	-	-	SYM
asir-5394	154	15	6532	6532	NUM
asir-5394	154	16	.	.	PUNCT
asir-5394	155	1	https://doi.org/10.1016/j.jmrt.2020.04.038	https://doi.org/10.1016/j.jmrt.2020.04.038	PROPN
asir-5394	155	2	sheludko	sheludko	PROPN
asir-5394	155	3	,	,	PUNCT
asir-5394	155	4	a.	a.	PROPN
asir-5394	155	5	s.	s.	PROPN
asir-5394	155	6	(	(	PUNCT
asir-5394	155	7	2018	2018	NUM
asir-5394	155	8	)	)	PUNCT
asir-5394	155	9	.	.	PUNCT
asir-5394	156	1	parameter	parameter	PROPN
asir-5394	156	2	estimation	estimation	NOUN
asir-5394	156	3	for	for	ADP
asir-5394	156	4	one	one	NUM
asir-5394	156	5	-	-	PUNCT
asir-5394	156	6	dimensional	dimensional	ADJ
asir-5394	156	7	chaotic	chaotic	ADJ
asir-5394	156	8	systems	system	NOUN
asir-5394	156	9	by	by	ADP
asir-5394	156	10	guaranteed	guarantee	VERB
asir-5394	156	11	algorithm	algorithm	NOUN
asir-5394	156	12	and	and	CCONJ
asir-5394	156	13	particle	particle	NOUN
asir-5394	156	14	swarm	swarm	NOUN
asir-5394	156	15	optimization	optimization	PROPN
asir-5394	156	16	sciencedirect	sciencedirect	PROPN
asir-5394	156	17	.	.	PUNCT
asir-5394	157	1	ifac	ifac	NOUN
asir-5394	157	2	-	-	PUNCT
asir-5394	157	3	papersonline	papersonline	NOUN
asir-5394	157	4	,	,	PUNCT
asir-5394	157	5	51(32	51(32	NUM
asir-5394	157	6	)	)	PUNCT
asir-5394	157	7	,	,	PUNCT
asir-5394	157	8	337	337	NUM
asir-5394	157	9	-	-	SYM
asir-5394	157	10	342	342	NUM
asir-5394	157	11	.	.	PUNCT
asir-5394	158	1	https://doi.org/10.1016/j.ifacol.2018.11.406	https://doi.org/10.1016/j.ifacol.2018.11.406	VERB
asir-5394	158	2	shirani	shirani	NOUN
asir-5394	158	3	,	,	PUNCT
asir-5394	158	4	m.	m.	NOUN
asir-5394	158	5	r.	r.	PROPN
asir-5394	158	6	,	,	PUNCT
asir-5394	158	7	&	&	CCONJ
asir-5394	158	8	safi	safi	PROPN
asir-5394	158	9	-	-	PUNCT
asir-5394	158	10	esfahani	esfahani	PROPN
asir-5394	158	11	,	,	PUNCT
asir-5394	158	12	f.	f.	PROPN
asir-5394	158	13	(	(	PUNCT
asir-5394	158	14	2020	2020	NUM
asir-5394	158	15	)	)	PUNCT
asir-5394	158	16	.	.	PUNCT
asir-5394	159	1	bmda	bmda	NOUN
asir-5394	159	2	:	:	PUNCT
asir-5394	159	3	applying	apply	VERB
asir-5394	159	4	biogeography	biogeography	NOUN
asir-5394	159	5	-	-	PUNCT
asir-5394	159	6	based	base	VERB
asir-5394	159	7	optimization	optimization	NOUN
asir-5394	159	8	algorithm	algorithm	NOUN
asir-5394	159	9	and	and	CCONJ
asir-5394	159	10	mexican	mexican	ADJ
asir-5394	159	11	hat	hat	NOUN
asir-5394	159	12	wavelet	wavelet	NOUN
asir-5394	159	13	to	to	PART
asir-5394	159	14	improve	improve	VERB
asir-5394	159	15	dragonfly	dragonfly	NOUN
asir-5394	159	16	algorithm	algorithm	NOUN
asir-5394	159	17	.	.	PUNCT
asir-5394	160	1	soft	soft	ADJ
asir-5394	160	2	computing	computing	NOUN
asir-5394	160	3	,	,	PUNCT
asir-5394	160	4	24(21	24(21	NUM
asir-5394	160	5	)	)	PUNCT
asir-5394	160	6	,	,	PUNCT
asir-5394	160	7	15979	15979	NUM
asir-5394	160	8	-	-	SYM
asir-5394	160	9	16004	16004	NUM
asir-5394	160	10	.	.	PUNCT
asir-5394	161	1	https://doi.org/10.1007/s00500-020-05340-6	https://doi.org/10.1007/s00500-020-05340-6	NOUN
asir-5394	162	1	yousri	yousri	ADJ
asir-5394	162	2	,	,	PUNCT
asir-5394	162	3	d.	d.	PROPN
asir-5394	162	4	,	,	PUNCT
asir-5394	162	5	allam	allam	PROPN
asir-5394	162	6	,	,	PUNCT
asir-5394	162	7	d.	d.	PROPN
asir-5394	162	8	,	,	PUNCT
asir-5394	162	9	eteiba	eteiba	NOUN
asir-5394	162	10	,	,	PUNCT
asir-5394	162	11	m.	m.	PROPN
asir-5394	162	12	b.	b.	PROPN
asir-5394	162	13	,	,	PUNCT
asir-5394	162	14	et	et	PROPN
asir-5394	162	15	al	al	PROPN
asir-5394	162	16	.	.	PROPN
asir-5394	162	17	(	(	PUNCT
asir-5394	162	18	2020	2020	NUM
asir-5394	162	19	)	)	PUNCT
asir-5394	162	20	.	.	PUNCT
asir-5394	163	1	chaotic	chaotic	ADJ
asir-5394	163	2	heterogeneous	heterogeneous	ADJ
asir-5394	163	3	comprehensive	comprehensive	ADJ
asir-5394	163	4	learning	learning	NOUN
asir-5394	163	5	particle	particle	NOUN
asir-5394	163	6	swarm	swarm	NOUN
asir-5394	163	7	optimizer	optimizer	NOUN
asir-5394	163	8	variants	variant	NOUN
asir-5394	163	9	for	for	ADP
asir-5394	163	10	permanent	permanent	ADJ
asir-5394	163	11	magnet	magnet	NOUN
asir-5394	163	12	synchronous	synchronous	ADJ
asir-5394	163	13	motor	motor	NOUN
asir-5394	163	14	models	model	NOUN
asir-5394	163	15	parameters	parameter	NOUN
asir-5394	163	16	estimation	estimation	NOUN
asir-5394	163	17	.	.	PUNCT
asir-5394	164	1	iranian	iranian	ADJ
asir-5394	164	2	journal	journal	PROPN
asir-5394	164	3	of	of	ADP
asir-5394	164	4	science	science	NOUN
asir-5394	164	5	and	and	CCONJ
asir-5394	164	6	technology	technology	NOUN
asir-5394	164	7	,	,	PUNCT
asir-5394	164	8	transactions	transaction	NOUN
asir-5394	164	9	of	of	ADP
asir-5394	164	10	electrical	electrical	ADJ
asir-5394	164	11	engineering	engineering	NOUN
asir-5394	164	12	,	,	PUNCT
asir-5394	164	13	44(3	44(3	NOUN
asir-5394	164	14	)	)	PUNCT
asir-5394	164	15	,	,	PUNCT
asir-5394	164	16	1299	1299	NUM
asir-5394	164	17	-	-	SYM
asir-5394	164	18	1318	1318	NUM
asir-5394	164	19	.	.	PUNCT
asir-5394	165	1	https://doi.org/10.1007/s40998-019-00294-4	https://doi.org/10.1007/s40998-019-00294-4	PRON