id	sid	tid	token	lemma	pos
ap-5194	1	1	acta	acta	PROPN
ap-5194	1	2	polytechnica	polytechnica	PROPN
ap-5194	1	3	doi:10.14311	doi:10.14311	PROPN
ap-5194	1	4	/	/	SYM
ap-5194	1	5	ap.2019.59.0248	ap.2019.59.0248	PROPN
ap-5194	1	6	acta	acta	PROPN
ap-5194	1	7	polytechnica	polytechnica	PROPN
ap-5194	1	8	59(3):248–259	59(3):248–259	PROPN
ap-5194	1	9	,	,	PUNCT
ap-5194	1	10	2019	2019	NUM
ap-5194	1	11	©	©	PROPN
ap-5194	1	12	czech	czech	PROPN
ap-5194	1	13	technical	technical	PROPN
ap-5194	1	14	university	university	PROPN
ap-5194	1	15	in	in	ADP
ap-5194	1	16	prague	prague	PROPN
ap-5194	1	17	,	,	PUNCT
ap-5194	1	18	2019	2019	NUM
ap-5194	1	19	available	available	ADJ
ap-5194	1	20	online	online	ADV
ap-5194	1	21	at	at	ADP
ap-5194	1	22	http://ojs.cvut.cz/ojs/index.php/ap	http://ojs.cvut.cz/ojs/index.php/ap	PROPN
ap-5194	1	23	dynamic	dynamic	ADJ
ap-5194	1	24	smart	smart	ADJ
ap-5194	1	25	grid	grid	NOUN
ap-5194	1	26	communication	communication	NOUN
ap-5194	1	27	parameters	parameter	NOUN
ap-5194	1	28	based	base	VERB
ap-5194	1	29	cognitive	cognitive	ADJ
ap-5194	1	30	radio	radio	NOUN
ap-5194	1	31	network	network	NOUN
ap-5194	1	32	haider	haider	PROPN
ap-5194	1	33	tarish	tarish	PROPN
ap-5194	1	34	haidera,∗	haidera,∗	PROPN
ap-5194	1	35	,	,	PUNCT
ap-5194	1	36	dhiaa	dhiaa	VERB
ap-5194	1	37	halboot	halboot	NOUN
ap-5194	1	38	muhsena	muhsena	PROPN
ap-5194	1	39	,	,	PUNCT
ap-5194	1	40	haider	haider	PROPN
ap-5194	1	41	ismael	ismael	PROPN
ap-5194	1	42	shahadib	shahadib	PROPN
ap-5194	1	43	,	,	PUNCT
ap-5194	1	44	ong	ong	PROPN
ap-5194	1	45	hang	hang	PROPN
ap-5194	1	46	seec	seec	NOUN
ap-5194	1	47	,	,	PUNCT
ap-5194	1	48	wilfried	wilfried	PROPN
ap-5194	1	49	elmenreichd	elmenreichd	VERB
ap-5194	1	50	a	a	DET
ap-5194	1	51	university	university	NOUN
ap-5194	1	52	of	of	ADP
ap-5194	1	53	mustansiriyah	mustansiriyah	NOUN
ap-5194	1	54	,	,	PUNCT
ap-5194	1	55	department	department	NOUN
ap-5194	1	56	of	of	ADP
ap-5194	1	57	computer	computer	NOUN
ap-5194	1	58	engineering	engineering	NOUN
ap-5194	1	59	,	,	PUNCT
ap-5194	1	60	10001	10001	NUM
ap-5194	1	61	baghdad	baghdad	PROPN
ap-5194	1	62	,	,	PUNCT
ap-5194	1	63	iraq	iraq	PROPN
ap-5194	1	64	b	b	PROPN
ap-5194	1	65	university	university	PROPN
ap-5194	1	66	of	of	ADP
ap-5194	1	67	karbala	karbala	PROPN
ap-5194	1	68	,	,	PUNCT
ap-5194	1	69	department	department	NOUN
ap-5194	1	70	of	of	ADP
ap-5194	1	71	electrical	electrical	ADJ
ap-5194	1	72	and	and	CCONJ
ap-5194	1	73	electronic	electronic	ADJ
ap-5194	1	74	engineering	engineering	NOUN
ap-5194	1	75	,	,	PUNCT
ap-5194	1	76	56001	56001	NUM
ap-5194	1	77	karbala	karbala	NOUN
ap-5194	1	78	,	,	PUNCT
ap-5194	1	79	iraq	iraq	PROPN
ap-5194	1	80	c	c	PROPN
ap-5194	1	81	universiti	universiti	PROPN
ap-5194	1	82	tenaga	tenaga	PROPN
ap-5194	1	83	nasional	nasional	PROPN
ap-5194	1	84	,	,	PUNCT
ap-5194	1	85	department	department	NOUN
ap-5194	1	86	of	of	ADP
ap-5194	1	87	electronics	electronic	NOUN
ap-5194	1	88	and	and	CCONJ
ap-5194	1	89	communication	communication	NOUN
ap-5194	1	90	engineering	engineering	NOUN
ap-5194	1	91	,	,	PUNCT
ap-5194	1	92	43000	43000	NUM
ap-5194	1	93	kajang	kajang	PROPN
ap-5194	1	94	,	,	PUNCT
ap-5194	1	95	selangor	selangor	PROPN
ap-5194	1	96	,	,	PUNCT
ap-5194	1	97	malaysia	malaysia	PROPN
ap-5194	1	98	d	d	PROPN
ap-5194	1	99	alpen	alpen	PROPN
ap-5194	1	100	-	-	PUNCT
ap-5194	1	101	adria	adria	PROPN
ap-5194	1	102	-	-	PUNCT
ap-5194	1	103	universität	universität	PROPN
ap-5194	1	104	klagenfurt	klagenfurt	PROPN
ap-5194	1	105	,	,	PUNCT
ap-5194	1	106	institute	institute	NOUN
ap-5194	1	107	of	of	ADP
ap-5194	1	108	networked	networked	PROPN
ap-5194	1	109	&	&	CCONJ
ap-5194	1	110	embedded	embed	VERB
ap-5194	1	111	systems	system	NOUN
ap-5194	1	112	/	/	SYM
ap-5194	1	113	lakeside	lakeside	PROPN
ap-5194	1	114	labs	labs	PROPN
ap-5194	1	115	,	,	PUNCT
ap-5194	1	116	9020	9020	NUM
ap-5194	1	117	klagenfurt	klagenfurt	NOUN
ap-5194	1	118	,	,	PUNCT
ap-5194	1	119	austria	austria	PROPN
ap-5194	1	120	∗	∗	NOUN
ap-5194	1	121	corresponding	correspond	VERB
ap-5194	1	122	author	author	NOUN
ap-5194	1	123	:	:	PUNCT
ap-5194	1	124	haiderth@uomustansiriyah.edu.iq	haiderth@uomustansiriyah.edu.iq	ADJ
ap-5194	1	125	abstract	abstract	NOUN
ap-5194	1	126	.	.	PUNCT
ap-5194	2	1	the	the	DET
ap-5194	2	2	demand	demand	NOUN
ap-5194	2	3	for	for	ADP
ap-5194	2	4	more	more	ADJ
ap-5194	2	5	spectrums	spectrum	NOUN
ap-5194	2	6	in	in	ADP
ap-5194	2	7	a	a	DET
ap-5194	2	8	smart	smart	ADJ
ap-5194	2	9	grid	grid	NOUN
ap-5194	2	10	communication	communication	NOUN
ap-5194	2	11	network	network	NOUN
ap-5194	2	12	is	be	AUX
ap-5194	2	13	a	a	DET
ap-5194	2	14	significant	significant	ADJ
ap-5194	2	15	challenge	challenge	NOUN
ap-5194	2	16	in	in	ADP
ap-5194	2	17	originally	originally	ADV
ap-5194	2	18	scarce	scarce	ADJ
ap-5194	2	19	spectrum	spectrum	NOUN
ap-5194	2	20	resources	resource	NOUN
ap-5194	2	21	.	.	PUNCT
ap-5194	3	1	cognitive	cognitive	ADJ
ap-5194	3	2	radio	radio	NOUN
ap-5194	3	3	(	(	PUNCT
ap-5194	3	4	cr	cr	NOUN
ap-5194	3	5	)	)	PUNCT
ap-5194	3	6	is	be	AUX
ap-5194	3	7	a	a	DET
ap-5194	3	8	powerful	powerful	ADJ
ap-5194	3	9	technique	technique	NOUN
ap-5194	3	10	for	for	ADP
ap-5194	3	11	solving	solve	VERB
ap-5194	3	12	the	the	DET
ap-5194	3	13	spectrum	spectrum	NOUN
ap-5194	3	14	scarcity	scarcity	NOUN
ap-5194	3	15	problem	problem	NOUN
ap-5194	3	16	by	by	ADP
ap-5194	3	17	adapting	adapt	VERB
ap-5194	3	18	the	the	DET
ap-5194	3	19	transmission	transmission	NOUN
ap-5194	3	20	parameters	parameter	NOUN
ap-5194	3	21	according	accord	VERB
ap-5194	3	22	to	to	ADP
ap-5194	3	23	predefined	predefine	VERB
ap-5194	3	24	objectives	objective	NOUN
ap-5194	3	25	in	in	ADP
ap-5194	3	26	an	an	DET
ap-5194	3	27	active	active	ADJ
ap-5194	3	28	wireless	wireless	ADJ
ap-5194	3	29	communication	communication	NOUN
ap-5194	3	30	network	network	NOUN
ap-5194	3	31	.	.	PUNCT
ap-5194	4	1	this	this	DET
ap-5194	4	2	paper	paper	NOUN
ap-5194	4	3	presents	present	VERB
ap-5194	4	4	a	a	DET
ap-5194	4	5	cognitive	cognitive	ADJ
ap-5194	4	6	radio	radio	NOUN
ap-5194	4	7	decision	decision	NOUN
ap-5194	4	8	engine	engine	NOUN
ap-5194	4	9	that	that	PRON
ap-5194	4	10	dynamically	dynamically	ADV
ap-5194	4	11	selects	select	VERB
ap-5194	4	12	optimal	optimal	ADJ
ap-5194	4	13	radio	radio	NOUN
ap-5194	4	14	transmission	transmission	NOUN
ap-5194	4	15	parameters	parameter	NOUN
ap-5194	4	16	for	for	ADP
ap-5194	4	17	wireless	wireless	ADJ
ap-5194	4	18	home	home	NOUN
ap-5194	4	19	area	area	NOUN
ap-5194	4	20	networks	network	NOUN
ap-5194	4	21	(	(	PUNCT
ap-5194	4	22	han	han	PROPN
ap-5194	4	23	)	)	PUNCT
ap-5194	4	24	of	of	ADP
ap-5194	4	25	smart	smart	ADJ
ap-5194	4	26	grid	grid	NOUN
ap-5194	4	27	applications	application	NOUN
ap-5194	4	28	via	via	ADP
ap-5194	4	29	the	the	DET
ap-5194	4	30	multi	multi	ADJ
ap-5194	4	31	-	-	ADJ
ap-5194	4	32	objective	objective	ADJ
ap-5194	4	33	differential	differential	ADJ
ap-5194	4	34	evolution	evolution	NOUN
ap-5194	4	35	(	(	PUNCT
ap-5194	4	36	mode	mode	NOUN
ap-5194	4	37	)	)	PUNCT
ap-5194	4	38	optimization	optimization	NOUN
ap-5194	4	39	method	method	NOUN
ap-5194	4	40	.	.	PUNCT
ap-5194	5	1	the	the	DET
ap-5194	5	2	proposed	propose	VERB
ap-5194	5	3	system	system	NOUN
ap-5194	5	4	helps	help	VERB
ap-5194	5	5	to	to	PART
ap-5194	5	6	drive	drive	VERB
ap-5194	5	7	optimal	optimal	ADJ
ap-5194	5	8	communication	communication	NOUN
ap-5194	5	9	parameters	parameter	NOUN
ap-5194	5	10	to	to	PART
ap-5194	5	11	realize	realize	VERB
ap-5194	5	12	power	power	NOUN
ap-5194	5	13	saving	saving	NOUN
ap-5194	5	14	,	,	PUNCT
ap-5194	5	15	maximum	maximum	ADJ
ap-5194	5	16	throughput	throughput	NOUN
ap-5194	5	17	and	and	CCONJ
ap-5194	5	18	minimum	minimum	ADJ
ap-5194	5	19	bit	bit	NOUN
ap-5194	5	20	error	error	NOUN
ap-5194	5	21	rate	rate	NOUN
ap-5194	5	22	communication	communication	NOUN
ap-5194	5	23	modes	mode	NOUN
ap-5194	5	24	.	.	PUNCT
ap-5194	6	1	a	a	DET
ap-5194	6	2	differential	differential	ADJ
ap-5194	6	3	evolution	evolution	NOUN
ap-5194	6	4	algorithm	algorithm	NOUN
ap-5194	6	5	is	be	AUX
ap-5194	6	6	used	use	VERB
ap-5194	6	7	to	to	PART
ap-5194	6	8	select	select	VERB
ap-5194	6	9	the	the	DET
ap-5194	6	10	optimal	optimal	ADJ
ap-5194	6	11	transmission	transmission	NOUN
ap-5194	6	12	parameters	parameter	NOUN
ap-5194	6	13	for	for	ADP
ap-5194	6	14	given	give	VERB
ap-5194	6	15	communication	communication	NOUN
ap-5194	6	16	modes	mode	NOUN
ap-5194	6	17	based	base	VERB
ap-5194	6	18	on	on	ADP
ap-5194	6	19	a	a	DET
ap-5194	6	20	fitness	fitness	NOUN
ap-5194	6	21	function	function	NOUN
ap-5194	6	22	that	that	PRON
ap-5194	6	23	combines	combine	VERB
ap-5194	6	24	multiple	multiple	ADJ
ap-5194	6	25	objectives	objective	NOUN
ap-5194	6	26	based	base	VERB
ap-5194	6	27	on	on	ADP
ap-5194	6	28	appropriate	appropriate	ADJ
ap-5194	6	29	weights	weight	NOUN
ap-5194	6	30	.	.	PUNCT
ap-5194	7	1	simulation	simulation	NOUN
ap-5194	7	2	results	result	NOUN
ap-5194	7	3	highlight	highlight	VERB
ap-5194	7	4	the	the	DET
ap-5194	7	5	superiority	superiority	NOUN
ap-5194	7	6	of	of	ADP
ap-5194	7	7	the	the	DET
ap-5194	7	8	proposed	propose	VERB
ap-5194	7	9	system	system	NOUN
ap-5194	7	10	in	in	ADP
ap-5194	7	11	terms	term	NOUN
ap-5194	7	12	of	of	ADP
ap-5194	7	13	accuracy	accuracy	NOUN
ap-5194	7	14	and	and	CCONJ
ap-5194	7	15	convergence	convergence	NOUN
ap-5194	7	16	as	as	SCONJ
ap-5194	7	17	compared	compare	VERB
ap-5194	7	18	with	with	ADP
ap-5194	7	19	other	other	ADJ
ap-5194	7	20	evolution	evolution	NOUN
ap-5194	7	21	algorithms	algorithm	NOUN
ap-5194	7	22	(	(	PUNCT
ap-5194	7	23	genetic	genetic	ADJ
ap-5194	7	24	optimization	optimization	NOUN
ap-5194	7	25	,	,	PUNCT
ap-5194	7	26	particle	particle	NOUN
ap-5194	7	27	swarm	swarm	NOUN
ap-5194	7	28	optimization	optimization	NOUN
ap-5194	7	29	,	,	PUNCT
ap-5194	7	30	and	and	CCONJ
ap-5194	7	31	ant	ant	ADJ
ap-5194	7	32	colony	colony	NOUN
ap-5194	7	33	optimization	optimization	NOUN
ap-5194	7	34	)	)	PUNCT
ap-5194	7	35	for	for	ADP
ap-5194	7	36	different	different	ADJ
ap-5194	7	37	communication	communication	NOUN
ap-5194	7	38	modes	mode	NOUN
ap-5194	7	39	(	(	PUNCT
ap-5194	7	40	power	power	NOUN
ap-5194	7	41	saving	saving	NOUN
ap-5194	7	42	mode	mode	NOUN
ap-5194	7	43	,	,	PUNCT
ap-5194	7	44	high	high	ADJ
ap-5194	7	45	throughput	throughput	NOUN
ap-5194	7	46	mode	mode	NOUN
ap-5194	7	47	,	,	PUNCT
ap-5194	7	48	emergency	emergency	NOUN
ap-5194	7	49	communication	communication	NOUN
ap-5194	7	50	mode	mode	NOUN
ap-5194	7	51	,	,	PUNCT
ap-5194	7	52	and	and	CCONJ
ap-5194	7	53	balanced	balanced	ADJ
ap-5194	7	54	mode	mode	NOUN
ap-5194	7	55	)	)	PUNCT
ap-5194	7	56	.	.	PUNCT
ap-5194	8	1	keywords	keyword	NOUN
ap-5194	8	2	:	:	PUNCT
ap-5194	8	3	smart	smart	ADJ
ap-5194	8	4	grid	grid	NOUN
ap-5194	8	5	,	,	PUNCT
ap-5194	8	6	home	home	NOUN
ap-5194	8	7	area	area	NOUN
ap-5194	8	8	network	network	NOUN
ap-5194	8	9	,	,	PUNCT
ap-5194	8	10	cognitive	cognitive	ADJ
ap-5194	8	11	radio	radio	NOUN
ap-5194	8	12	,	,	PUNCT
ap-5194	8	13	decision	decision	NOUN
ap-5194	8	14	engine	engine	NOUN
ap-5194	8	15	,	,	PUNCT
ap-5194	8	16	differential	differential	ADJ
ap-5194	8	17	evolution	evolution	NOUN
ap-5194	8	18	.	.	PUNCT
ap-5194	9	1	1	1	X
ap-5194	9	2	.	.	X
ap-5194	9	3	introduction	introduction	NOUN
ap-5194	9	4	the	the	DET
ap-5194	9	5	integration	integration	NOUN
ap-5194	9	6	of	of	ADP
ap-5194	9	7	information	information	NOUN
ap-5194	9	8	and	and	CCONJ
ap-5194	9	9	communication	communication	NOUN
ap-5194	9	10	technology	technology	NOUN
ap-5194	9	11	(	(	PUNCT
ap-5194	9	12	ict	ict	PROPN
ap-5194	9	13	)	)	PUNCT
ap-5194	9	14	systems	system	NOUN
ap-5194	9	15	has	have	AUX
ap-5194	9	16	transformed	transform	VERB
ap-5194	9	17	the	the	DET
ap-5194	9	18	traditional	traditional	ADJ
ap-5194	9	19	power	power	NOUN
ap-5194	9	20	grid	grid	NOUN
ap-5194	9	21	into	into	ADP
ap-5194	9	22	a	a	DET
ap-5194	9	23	smart	smart	ADJ
ap-5194	9	24	grid	grid	NOUN
ap-5194	9	25	[	[	X
ap-5194	9	26	1	1	NUM
ap-5194	9	27	]	]	PUNCT
ap-5194	9	28	.	.	PUNCT
ap-5194	10	1	ict	ict	PROPN
ap-5194	10	2	systems	system	NOUN
ap-5194	10	3	enable	enable	VERB
ap-5194	10	4	the	the	DET
ap-5194	10	5	efficient	efficient	ADJ
ap-5194	10	6	use	use	NOUN
ap-5194	10	7	of	of	ADP
ap-5194	10	8	energy	energy	NOUN
ap-5194	10	9	by	by	ADP
ap-5194	10	10	deploying	deploy	VERB
ap-5194	10	11	intelligent	intelligent	ADJ
ap-5194	10	12	devices	device	NOUN
ap-5194	10	13	and	and	CCONJ
ap-5194	10	14	control	control	NOUN
ap-5194	10	15	systems	system	NOUN
ap-5194	10	16	to	to	PART
ap-5194	10	17	automate	automate	VERB
ap-5194	10	18	power	power	NOUN
ap-5194	10	19	grids	grid	NOUN
ap-5194	10	20	for	for	ADP
ap-5194	10	21	energy	energy	NOUN
ap-5194	10	22	and	and	CCONJ
ap-5194	10	23	cost	cost	NOUN
ap-5194	10	24	saving	save	VERB
ap-5194	10	25	[	[	X
ap-5194	10	26	2	2	NUM
ap-5194	10	27	]	]	PUNCT
ap-5194	10	28	.	.	PUNCT
ap-5194	11	1	furthermore	furthermore	ADV
ap-5194	11	2	,	,	PUNCT
ap-5194	11	3	advanced	advanced	ADJ
ap-5194	11	4	communication	communication	NOUN
ap-5194	11	5	systems	system	NOUN
ap-5194	11	6	contribute	contribute	VERB
ap-5194	11	7	to	to	ADP
ap-5194	11	8	the	the	DET
ap-5194	11	9	interaction	interaction	NOUN
ap-5194	11	10	between	between	ADP
ap-5194	11	11	utility	utility	NOUN
ap-5194	11	12	companies	company	NOUN
ap-5194	11	13	and	and	CCONJ
ap-5194	11	14	customers	customer	NOUN
ap-5194	11	15	.	.	PUNCT
ap-5194	12	1	consequently	consequently	ADV
ap-5194	12	2	,	,	PUNCT
ap-5194	12	3	customers	customer	NOUN
ap-5194	12	4	can	can	AUX
ap-5194	12	5	save	save	VERB
ap-5194	12	6	energy	energy	NOUN
ap-5194	12	7	and	and	CCONJ
ap-5194	12	8	cost	cost	NOUN
ap-5194	12	9	,	,	PUNCT
ap-5194	12	10	while	while	SCONJ
ap-5194	12	11	utility	utility	NOUN
ap-5194	12	12	companies	company	NOUN
ap-5194	12	13	can	can	AUX
ap-5194	12	14	maintain	maintain	VERB
ap-5194	12	15	system	system	NOUN
ap-5194	12	16	reliability	reliability	NOUN
ap-5194	12	17	and	and	CCONJ
ap-5194	12	18	resilience	resilience	NOUN
ap-5194	12	19	.	.	PUNCT
ap-5194	13	1	wireless	wireless	ADJ
ap-5194	13	2	technologies	technology	NOUN
ap-5194	13	3	are	be	AUX
ap-5194	13	4	a	a	DET
ap-5194	13	5	preferred	preferred	ADJ
ap-5194	13	6	option	option	NOUN
ap-5194	13	7	in	in	ADP
ap-5194	13	8	several	several	ADJ
ap-5194	13	9	parts	part	NOUN
ap-5194	13	10	of	of	ADP
ap-5194	13	11	a	a	DET
ap-5194	13	12	smart	smart	ADJ
ap-5194	13	13	grid	grid	NOUN
ap-5194	13	14	to	to	PART
ap-5194	13	15	provide	provide	VERB
ap-5194	13	16	flexible	flexible	ADJ
ap-5194	13	17	and	and	CCONJ
ap-5194	13	18	low	low	ADJ
ap-5194	13	19	-	-	PUNCT
ap-5194	13	20	cost	cost	NOUN
ap-5194	13	21	data	datum	NOUN
ap-5194	13	22	communication	communication	NOUN
ap-5194	13	23	and	and	CCONJ
ap-5194	13	24	networking	network	VERB
ap-5194	13	25	[	[	X
ap-5194	13	26	3	3	NUM
ap-5194	13	27	]	]	PUNCT
ap-5194	13	28	.	.	PUNCT
ap-5194	14	1	in	in	ADP
ap-5194	14	2	a	a	DET
ap-5194	14	3	smart	smart	ADJ
ap-5194	14	4	grid	grid	NOUN
ap-5194	14	5	,	,	PUNCT
ap-5194	14	6	three	three	NUM
ap-5194	14	7	main	main	ADJ
ap-5194	14	8	wireless	wireless	ADJ
ap-5194	14	9	communication	communication	NOUN
ap-5194	14	10	networks	network	NOUN
ap-5194	14	11	exist	exist	VERB
ap-5194	14	12	,	,	PUNCT
ap-5194	14	13	ranging	range	VERB
ap-5194	14	14	from	from	ADP
ap-5194	14	15	those	those	PRON
ap-5194	14	16	used	use	VERB
ap-5194	14	17	in	in	ADP
ap-5194	14	18	a	a	DET
ap-5194	14	19	home	home	NOUN
ap-5194	14	20	area	area	NOUN
ap-5194	14	21	network	network	NOUN
ap-5194	14	22	(	(	PUNCT
ap-5194	14	23	han	han	PROPN
ap-5194	14	24	)	)	PUNCT
ap-5194	14	25	to	to	PART
ap-5194	14	26	connect	connect	VERB
ap-5194	14	27	various	various	ADJ
ap-5194	14	28	appliances	appliance	NOUN
ap-5194	14	29	and	and	CCONJ
ap-5194	14	30	devices	device	NOUN
ap-5194	14	31	within	within	ADP
ap-5194	14	32	a	a	DET
ap-5194	14	33	home	home	NOUN
ap-5194	14	34	[	[	X
ap-5194	14	35	4	4	NUM
ap-5194	14	36	]	]	PUNCT
ap-5194	14	37	,	,	PUNCT
ap-5194	14	38	to	to	ADP
ap-5194	14	39	a	a	DET
ap-5194	14	40	neighbourhood	neighbourhood	NOUN
ap-5194	14	41	area	area	NOUN
ap-5194	14	42	network	network	NOUN
ap-5194	14	43	(	(	PUNCT
ap-5194	14	44	nan	nan	PROPN
ap-5194	14	45	)	)	PUNCT
ap-5194	14	46	,	,	PUNCT
ap-5194	14	47	directly	directly	ADV
ap-5194	14	48	connecting	connect	VERB
ap-5194	14	49	multiple	multiple	ADJ
ap-5194	14	50	end	end	NOUN
ap-5194	14	51	users	user	NOUN
ap-5194	14	52	(	(	PUNCT
ap-5194	14	53	hans	han	NOUN
ap-5194	14	54	)	)	PUNCT
ap-5194	14	55	in	in	ADP
ap-5194	14	56	specific	specific	ADJ
ap-5194	14	57	areas	area	NOUN
ap-5194	14	58	to	to	ADP
ap-5194	14	59	the	the	DET
ap-5194	14	60	data	datum	NOUN
ap-5194	14	61	concentrator	concentrator	NOUN
ap-5194	14	62	/	/	SYM
ap-5194	14	63	substation	substation	NOUN
ap-5194	14	64	and	and	CCONJ
ap-5194	14	65	,	,	PUNCT
ap-5194	14	66	ultimately	ultimately	ADV
ap-5194	14	67	to	to	ADP
ap-5194	14	68	the	the	DET
ap-5194	14	69	wide	wide	ADJ
ap-5194	14	70	area	area	NOUN
ap-5194	14	71	network	network	NOUN
ap-5194	14	72	(	(	PUNCT
ap-5194	14	73	wan	wan	PROPN
ap-5194	14	74	)	)	PUNCT
ap-5194	14	75	,	,	PUNCT
ap-5194	14	76	which	which	PRON
ap-5194	14	77	connects	connect	VERB
ap-5194	14	78	many	many	ADJ
ap-5194	14	79	nans	nan	NOUN
ap-5194	14	80	to	to	ADP
ap-5194	14	81	the	the	DET
ap-5194	14	82	central	central	ADJ
ap-5194	14	83	control	control	NOUN
ap-5194	14	84	unit	unit	NOUN
ap-5194	14	85	.	.	PUNCT
ap-5194	15	1	due	due	ADP
ap-5194	15	2	to	to	ADP
ap-5194	15	3	the	the	DET
ap-5194	15	4	rapid	rapid	ADJ
ap-5194	15	5	development	development	NOUN
ap-5194	15	6	of	of	ADP
ap-5194	15	7	smart	smart	ADJ
ap-5194	15	8	grids	grid	NOUN
ap-5194	15	9	,	,	PUNCT
ap-5194	15	10	an	an	DET
ap-5194	15	11	increasing	increase	VERB
ap-5194	15	12	number	number	NOUN
ap-5194	15	13	of	of	ADP
ap-5194	15	14	smart	smart	ADJ
ap-5194	15	15	meters	meter	NOUN
ap-5194	15	16	have	have	AUX
ap-5194	15	17	been	be	AUX
ap-5194	15	18	installed	instal	VERB
ap-5194	15	19	in	in	ADP
ap-5194	15	20	the	the	DET
ap-5194	15	21	han	han	NOUN
ap-5194	15	22	,	,	PUNCT
ap-5194	15	23	thus	thus	ADV
ap-5194	15	24	the	the	DET
ap-5194	15	25	amount	amount	NOUN
ap-5194	15	26	of	of	ADP
ap-5194	15	27	data	datum	NOUN
ap-5194	15	28	to	to	PART
ap-5194	15	29	be	be	AUX
ap-5194	15	30	transmitted	transmit	VERB
ap-5194	15	31	is	be	AUX
ap-5194	15	32	growing	grow	VERB
ap-5194	15	33	rapidly	rapidly	ADV
ap-5194	15	34	.	.	PUNCT
ap-5194	16	1	furthermore	furthermore	ADV
ap-5194	16	2	,	,	PUNCT
ap-5194	16	3	the	the	DET
ap-5194	16	4	emerging	emerge	VERB
ap-5194	16	5	new	new	ADJ
ap-5194	16	6	paradigms	paradigm	NOUN
ap-5194	16	7	,	,	PUNCT
ap-5194	16	8	such	such	ADJ
ap-5194	16	9	as	as	ADP
ap-5194	16	10	the	the	DET
ap-5194	16	11	internet	internet	NOUN
ap-5194	16	12	of	of	ADP
ap-5194	16	13	things	thing	NOUN
ap-5194	16	14	(	(	PUNCT
ap-5194	16	15	iot	iot	NOUN
ap-5194	16	16	)	)	PUNCT
ap-5194	16	17	,	,	PUNCT
ap-5194	16	18	device	device	NOUN
ap-5194	16	19	-	-	PUNCT
ap-5194	16	20	to	to	ADP
ap-5194	16	21	-	-	PUNCT
ap-5194	16	22	device	device	NOUN
ap-5194	16	23	(	(	PUNCT
ap-5194	16	24	d2d	d2d	NOUN
ap-5194	16	25	)	)	PUNCT
ap-5194	16	26	communication	communication	NOUN
ap-5194	16	27	,	,	PUNCT
ap-5194	16	28	and	and	CCONJ
ap-5194	16	29	smart	smart	ADJ
ap-5194	16	30	appliances	appliance	NOUN
ap-5194	16	31	,	,	PUNCT
ap-5194	16	32	are	be	AUX
ap-5194	16	33	expected	expect	VERB
ap-5194	16	34	to	to	PART
ap-5194	16	35	have	have	VERB
ap-5194	16	36	a	a	DET
ap-5194	16	37	massive	massive	ADJ
ap-5194	16	38	spectrum	spectrum	NOUN
ap-5194	16	39	demand	demand	NOUN
ap-5194	16	40	[	[	X
ap-5194	16	41	5	5	NUM
ap-5194	16	42	]	]	PUNCT
ap-5194	16	43	.	.	PUNCT
ap-5194	17	1	therefore	therefore	ADV
ap-5194	17	2	,	,	PUNCT
ap-5194	17	3	more	more	ADJ
ap-5194	17	4	spectrum	spectrum	NOUN
ap-5194	17	5	bands	band	NOUN
ap-5194	17	6	are	be	AUX
ap-5194	17	7	required	require	VERB
ap-5194	17	8	to	to	PART
ap-5194	17	9	provide	provide	VERB
ap-5194	17	10	an	an	DET
ap-5194	17	11	accurate	accurate	ADJ
ap-5194	17	12	and	and	CCONJ
ap-5194	17	13	flexible	flexible	ADJ
ap-5194	17	14	wireless	wireless	ADJ
ap-5194	17	15	communication	communication	NOUN
ap-5194	17	16	in	in	ADP
ap-5194	17	17	the	the	DET
ap-5194	17	18	smart	smart	ADJ
ap-5194	17	19	grid	grid	NOUN
ap-5194	17	20	,	,	PUNCT
ap-5194	17	21	and	and	CCONJ
ap-5194	17	22	this	this	DET
ap-5194	17	23	requirement	requirement	NOUN
ap-5194	17	24	presents	present	VERB
ap-5194	17	25	a	a	DET
ap-5194	17	26	significant	significant	ADJ
ap-5194	17	27	challenge	challenge	NOUN
ap-5194	17	28	in	in	ADP
ap-5194	17	29	originally	originally	ADV
ap-5194	17	30	scarce	scarce	ADJ
ap-5194	17	31	spectrum	spectrum	NOUN
ap-5194	17	32	resources	resource	NOUN
ap-5194	18	1	[	[	X
ap-5194	18	2	6	6	NUM
ap-5194	18	3	]	]	PUNCT
ap-5194	18	4	.	.	PUNCT
ap-5194	19	1	cognitive	cognitive	ADJ
ap-5194	19	2	radio	radio	NOUN
ap-5194	19	3	(	(	PUNCT
ap-5194	19	4	cr	cr	NOUN
ap-5194	19	5	)	)	PUNCT
ap-5194	19	6	has	have	AUX
ap-5194	19	7	provided	provide	VERB
ap-5194	19	8	a	a	DET
ap-5194	19	9	powerful	powerful	ADJ
ap-5194	19	10	technique	technique	NOUN
ap-5194	19	11	to	to	PART
ap-5194	19	12	overcome	overcome	VERB
ap-5194	19	13	the	the	DET
ap-5194	19	14	stringent	stringent	ADJ
ap-5194	19	15	spectrum	spectrum	NOUN
ap-5194	19	16	resource	resource	NOUN
ap-5194	19	17	[	[	X
ap-5194	19	18	7	7	NUM
ap-5194	19	19	,	,	PUNCT
ap-5194	19	20	8	8	NUM
ap-5194	19	21	]	]	PUNCT
ap-5194	19	22	.	.	PUNCT
ap-5194	20	1	the	the	DET
ap-5194	20	2	cr	cr	PROPN
ap-5194	20	3	has	have	VERB
ap-5194	20	4	the	the	DET
ap-5194	20	5	possibility	possibility	NOUN
ap-5194	20	6	to	to	PART
ap-5194	20	7	sense	sense	VERB
ap-5194	20	8	the	the	DET
ap-5194	20	9	wireless	wireless	ADJ
ap-5194	20	10	environment	environment	NOUN
ap-5194	20	11	parameters	parameter	NOUN
ap-5194	20	12	and	and	CCONJ
ap-5194	20	13	adapt	adapt	VERB
ap-5194	20	14	intelligently	intelligently	ADV
ap-5194	20	15	for	for	ADP
ap-5194	20	16	providing	provide	VERB
ap-5194	20	17	an	an	DET
ap-5194	20	18	optimized	optimize	VERB
ap-5194	20	19	service	service	NOUN
ap-5194	20	20	that	that	PRON
ap-5194	20	21	improves	improve	VERB
ap-5194	20	22	the	the	DET
ap-5194	20	23	communication	communication	NOUN
ap-5194	20	24	performance	performance	NOUN
ap-5194	20	25	[	[	X
ap-5194	20	26	9	9	NUM
ap-5194	20	27	]	]	PUNCT
ap-5194	20	28	.	.	PUNCT
ap-5194	21	1	spectrum	spectrum	NOUN
ap-5194	21	2	sensing	sense	VERB
ap-5194	21	3	and	and	CCONJ
ap-5194	21	4	spectrum	spectrum	NOUN
ap-5194	21	5	decision	decision	NOUN
ap-5194	21	6	operations	operation	NOUN
ap-5194	21	7	involve	involve	VERB
ap-5194	21	8	the	the	DET
ap-5194	21	9	cognitive	cognitive	ADJ
ap-5194	21	10	cycle	cycle	NOUN
ap-5194	21	11	;	;	PUNCT
ap-5194	21	12	its	its	PRON
ap-5194	21	13	applications	application	NOUN
ap-5194	21	14	are	be	AUX
ap-5194	21	15	not	not	PART
ap-5194	21	16	limited	limit	VERB
ap-5194	21	17	to	to	ADP
ap-5194	21	18	licensed	license	VERB
ap-5194	21	19	bands	band	NOUN
ap-5194	21	20	and	and	CCONJ
ap-5194	21	21	can	can	AUX
ap-5194	21	22	be	be	AUX
ap-5194	21	23	applied	apply	VERB
ap-5194	21	24	to	to	ADP
ap-5194	21	25	cognitive	cognitive	ADJ
ap-5194	21	26	radio	radio	NOUN
ap-5194	21	27	users	user	NOUN
ap-5194	21	28	while	while	SCONJ
ap-5194	21	29	accessing	access	VERB
ap-5194	21	30	unlicensed	unlicensed	ADJ
ap-5194	21	31	bands	band	NOUN
ap-5194	21	32	to	to	PART
ap-5194	21	33	increase	increase	VERB
ap-5194	21	34	the	the	DET
ap-5194	21	35	efficiency	efficiency	NOUN
ap-5194	21	36	and	and	CCONJ
ap-5194	21	37	capacity	capacity	NOUN
ap-5194	21	38	[	[	X
ap-5194	21	39	10	10	NUM
ap-5194	21	40	]	]	PUNCT
ap-5194	21	41	.	.	PUNCT
ap-5194	22	1	the	the	DET
ap-5194	22	2	cr	cr	NOUN
ap-5194	22	3	-	-	PUNCT
ap-5194	22	4	based	base	VERB
ap-5194	22	5	communication	communication	NOUN
ap-5194	22	6	in	in	ADP
ap-5194	22	7	smart	smart	ADJ
ap-5194	22	8	grids	grid	NOUN
ap-5194	22	9	has	have	AUX
ap-5194	22	10	been	be	AUX
ap-5194	22	11	investigated	investigate	VERB
ap-5194	22	12	in	in	ADP
ap-5194	22	13	terms	term	NOUN
ap-5194	22	14	of	of	ADP
ap-5194	22	15	various	various	ADJ
ap-5194	22	16	aspects	aspect	NOUN
ap-5194	22	17	,	,	PUNCT
ap-5194	22	18	such	such	ADJ
ap-5194	22	19	as	as	ADP
ap-5194	22	20	architecture	architecture	NOUN
ap-5194	22	21	management	management	NOUN
ap-5194	22	22	[	[	X
ap-5194	22	23	11	11	NUM
ap-5194	22	24	,	,	PUNCT
ap-5194	22	25	12	12	NUM
ap-5194	22	26	]	]	PUNCT
ap-5194	22	27	,	,	PUNCT
ap-5194	22	28	channel	channel	NOUN
ap-5194	22	29	selection	selection	NOUN
ap-5194	23	1	[	[	X
ap-5194	23	2	13	13	NUM
ap-5194	23	3	]	]	PUNCT
ap-5194	23	4	,	,	PUNCT
ap-5194	23	5	reliability	reliability	NOUN
ap-5194	23	6	of	of	ADP
ap-5194	23	7	event	event	NOUN
ap-5194	23	8	estimation	estimation	NOUN
ap-5194	23	9	[	[	X
ap-5194	23	10	14	14	NUM
ap-5194	23	11	,	,	PUNCT
ap-5194	23	12	15	15	NUM
ap-5194	23	13	]	]	PUNCT
ap-5194	23	14	,	,	PUNCT
ap-5194	23	15	security	security	NOUN
ap-5194	23	16	and	and	CCONJ
ap-5194	23	17	protection	protection	NOUN
ap-5194	23	18	[	[	X
ap-5194	23	19	16	16	NUM
ap-5194	23	20	,	,	PUNCT
ap-5194	23	21	17	17	NUM
ap-5194	23	22	]	]	PUNCT
ap-5194	23	23	,	,	PUNCT
ap-5194	23	24	and	and	CCONJ
ap-5194	23	25	multimedia	multimedia	NOUN
ap-5194	23	26	commu248	commu248	PUNCT
ap-5194	23	27	http://dx.doi.org/10.14311/ap.2019.59.0248	http://dx.doi.org/10.14311/ap.2019.59.0248	X
ap-5194	23	28	http://ojs.cvut.cz/ojs/index.php/ap	http://ojs.cvut.cz/ojs/index.php/ap	PROPN
ap-5194	23	29	vol	vol	NOUN
ap-5194	23	30	.	.	PUNCT
ap-5194	24	1	59	59	NUM
ap-5194	24	2	no	no	NOUN
ap-5194	24	3	.	.	PUNCT
ap-5194	25	1	3/2019	3/2019	NUM
ap-5194	25	2	dynamic	dynamic	ADJ
ap-5194	25	3	smart	smart	ADJ
ap-5194	25	4	grid	grid	NOUN
ap-5194	25	5	communication	communication	NOUN
ap-5194	25	6	parameters	parameter	NOUN
ap-5194	25	7	.	.	PUNCT
ap-5194	25	8	.	.	PUNCT
ap-5194	25	9	.	.	PUNCT
ap-5194	26	1	nications	nication	NOUN
ap-5194	27	1	[	[	X
ap-5194	27	2	18	18	NUM
ap-5194	27	3	]	]	PUNCT
ap-5194	27	4	.	.	PUNCT
ap-5194	28	1	however	however	ADV
ap-5194	28	2	,	,	PUNCT
ap-5194	28	3	the	the	DET
ap-5194	28	4	optimal	optimal	ADJ
ap-5194	28	5	selection	selection	NOUN
ap-5194	28	6	of	of	ADP
ap-5194	28	7	the	the	DET
ap-5194	28	8	han	han	PROPN
ap-5194	28	9	network	network	PROPN
ap-5194	28	10	parameters	parameter	NOUN
ap-5194	28	11	based	base	VERB
ap-5194	28	12	on	on	ADP
ap-5194	28	13	the	the	DET
ap-5194	28	14	communication	communication	NOUN
ap-5194	28	15	environment	environment	NOUN
ap-5194	28	16	has	have	AUX
ap-5194	28	17	not	not	PART
ap-5194	28	18	been	be	AUX
ap-5194	28	19	thoroughly	thoroughly	ADV
ap-5194	28	20	investigated	investigate	VERB
ap-5194	28	21	despite	despite	SCONJ
ap-5194	28	22	it	it	PRON
ap-5194	28	23	being	be	AUX
ap-5194	28	24	one	one	NUM
ap-5194	28	25	of	of	ADP
ap-5194	28	26	the	the	DET
ap-5194	28	27	most	most	ADV
ap-5194	28	28	important	important	ADJ
ap-5194	28	29	requirements	requirement	NOUN
ap-5194	28	30	of	of	ADP
ap-5194	28	31	smart	smart	ADJ
ap-5194	28	32	grid	grid	NOUN
ap-5194	28	33	communications	communication	NOUN
ap-5194	28	34	.	.	PUNCT
ap-5194	29	1	there	there	PRON
ap-5194	29	2	are	be	VERB
ap-5194	29	3	many	many	ADJ
ap-5194	29	4	works	work	NOUN
ap-5194	29	5	for	for	ADP
ap-5194	29	6	a	a	DET
ap-5194	29	7	cognitive	cognitive	ADJ
ap-5194	29	8	radio	radio	NOUN
ap-5194	29	9	application	application	NOUN
ap-5194	29	10	in	in	ADP
ap-5194	29	11	a	a	DET
ap-5194	29	12	smart	smart	ADJ
ap-5194	29	13	grid	grid	NOUN
ap-5194	29	14	.	.	PUNCT
ap-5194	30	1	in	in	ADP
ap-5194	30	2	[	[	X
ap-5194	30	3	19	19	NUM
ap-5194	30	4	]	]	PUNCT
ap-5194	30	5	,	,	PUNCT
ap-5194	30	6	an	an	DET
ap-5194	30	7	approach	approach	NOUN
ap-5194	30	8	based	base	VERB
ap-5194	30	9	on	on	ADP
ap-5194	30	10	a	a	DET
ap-5194	30	11	cellular	cellular	ADJ
ap-5194	30	12	learning	learning	NOUN
ap-5194	30	13	automata	automata	NOUN
ap-5194	30	14	for	for	ADP
ap-5194	30	15	designing	design	VERB
ap-5194	30	16	cognitive	cognitive	ADJ
ap-5194	30	17	engines	engine	NOUN
ap-5194	30	18	in	in	ADP
ap-5194	30	19	the	the	DET
ap-5194	30	20	cognitive	cognitive	ADJ
ap-5194	30	21	peer	peer	NOUN
ap-5194	30	22	-	-	PUNCT
ap-5194	30	23	to	to	ADP
ap-5194	30	24	-	-	PUNCT
ap-5194	30	25	peer	peer	NOUN
ap-5194	30	26	networks	network	NOUN
ap-5194	30	27	is	be	AUX
ap-5194	30	28	proposed	propose	VERB
ap-5194	30	29	.	.	PUNCT
ap-5194	31	1	in	in	ADP
ap-5194	31	2	[	[	X
ap-5194	31	3	20	20	NUM
ap-5194	31	4	]	]	PUNCT
ap-5194	31	5	,	,	PUNCT
ap-5194	31	6	a	a	DET
ap-5194	31	7	dynamic	dynamic	ADJ
ap-5194	31	8	channel	channel	NOUN
ap-5194	31	9	selection	selection	NOUN
ap-5194	31	10	algorithm	algorithm	NOUN
ap-5194	31	11	for	for	ADP
ap-5194	31	12	the	the	DET
ap-5194	31	13	cr	cr	NOUN
ap-5194	31	14	-	-	PUNCT
ap-5194	31	15	based	base	VERB
ap-5194	31	16	smart	smart	ADJ
ap-5194	31	17	grid	grid	NOUN
ap-5194	31	18	communication	communication	NOUN
ap-5194	31	19	network	network	NOUN
ap-5194	31	20	is	be	AUX
ap-5194	31	21	proposed	propose	VERB
ap-5194	31	22	.	.	PUNCT
ap-5194	32	1	the	the	DET
ap-5194	32	2	proposed	propose	VERB
ap-5194	32	3	algorithm	algorithm	NOUN
ap-5194	32	4	is	be	AUX
ap-5194	32	5	based	base	VERB
ap-5194	32	6	on	on	ADP
ap-5194	32	7	a	a	DET
ap-5194	32	8	fuzzy	fuzzy	ADJ
ap-5194	32	9	inference	inference	NOUN
ap-5194	32	10	system	system	NOUN
ap-5194	32	11	to	to	PART
ap-5194	32	12	select	select	VERB
ap-5194	32	13	suitable	suitable	ADJ
ap-5194	32	14	channel	channel	NOUN
ap-5194	32	15	parameters	parameter	NOUN
ap-5194	32	16	including	include	VERB
ap-5194	32	17	bandwidth	bandwidth	NOUN
ap-5194	32	18	,	,	PUNCT
ap-5194	32	19	snr	snr	NOUN
ap-5194	32	20	and	and	CCONJ
ap-5194	32	21	probability	probability	NOUN
ap-5194	32	22	of	of	ADP
ap-5194	32	23	missed	miss	VERB
ap-5194	32	24	detection	detection	NOUN
ap-5194	32	25	.	.	PUNCT
ap-5194	33	1	in	in	ADP
ap-5194	33	2	[	[	X
ap-5194	33	3	14	14	NUM
ap-5194	33	4	]	]	X
ap-5194	33	5	,	,	PUNCT
ap-5194	33	6	a	a	DET
ap-5194	33	7	reliable	reliable	ADJ
ap-5194	33	8	spectrum	spectrum	NOUN
ap-5194	33	9	access	access	NOUN
ap-5194	33	10	and	and	CCONJ
ap-5194	33	11	reaching	reach	VERB
ap-5194	33	12	consensus	consensus	NOUN
ap-5194	33	13	with	with	ADP
ap-5194	33	14	the	the	DET
ap-5194	33	15	cognitive	cognitive	ADJ
ap-5194	33	16	radio	radio	NOUN
ap-5194	33	17	sensor	sensor	NOUN
ap-5194	33	18	and	and	CCONJ
ap-5194	33	19	actor	actor	NOUN
ap-5194	33	20	nodes	node	NOUN
ap-5194	33	21	are	be	AUX
ap-5194	33	22	discussed	discuss	VERB
ap-5194	33	23	.	.	PUNCT
ap-5194	34	1	furthermore	furthermore	ADV
ap-5194	34	2	,	,	PUNCT
ap-5194	34	3	a	a	DET
ap-5194	34	4	consensus	consensus	NOUN
ap-5194	34	5	scheme	scheme	NOUN
ap-5194	34	6	is	be	AUX
ap-5194	34	7	proposed	propose	VERB
ap-5194	34	8	to	to	PART
ap-5194	34	9	increase	increase	VERB
ap-5194	34	10	the	the	DET
ap-5194	34	11	reliability	reliability	NOUN
ap-5194	34	12	by	by	ADP
ap-5194	34	13	enabling	enable	VERB
ap-5194	34	14	a	a	DET
ap-5194	34	15	consensus	consensus	NOUN
ap-5194	34	16	convergence	convergence	NOUN
ap-5194	34	17	of	of	ADP
ap-5194	34	18	actor	actor	NOUN
ap-5194	34	19	nodes	node	NOUN
ap-5194	34	20	with	with	ADP
ap-5194	34	21	a	a	DET
ap-5194	34	22	minimum	minimum	ADJ
ap-5194	34	23	spectrum	spectrum	NOUN
ap-5194	34	24	access	access	NOUN
ap-5194	34	25	.	.	PUNCT
ap-5194	35	1	in	in	ADP
ap-5194	35	2	[	[	X
ap-5194	35	3	13	13	NUM
ap-5194	35	4	]	]	PUNCT
ap-5194	35	5	,	,	PUNCT
ap-5194	35	6	the	the	DET
ap-5194	35	7	channel	channel	NOUN
ap-5194	35	8	selection	selection	NOUN
ap-5194	35	9	problem	problem	NOUN
ap-5194	35	10	is	be	AUX
ap-5194	35	11	investigated	investigate	VERB
ap-5194	35	12	for	for	ADP
ap-5194	35	13	cognitive	cognitive	ADJ
ap-5194	35	14	radio	radio	NOUN
ap-5194	35	15	based	base	VERB
ap-5194	35	16	smart	smart	ADJ
ap-5194	35	17	grid	grid	NOUN
ap-5194	35	18	communications	communication	NOUN
ap-5194	35	19	in	in	ADP
ap-5194	35	20	the	the	DET
ap-5194	35	21	distribution	distribution	NOUN
ap-5194	35	22	section	section	NOUN
ap-5194	35	23	.	.	PUNCT
ap-5194	36	1	furthermore	furthermore	ADV
ap-5194	36	2	,	,	PUNCT
ap-5194	36	3	several	several	ADJ
ap-5194	36	4	recent	recent	ADJ
ap-5194	36	5	studies	study	NOUN
ap-5194	36	6	have	have	AUX
ap-5194	36	7	emphasized	emphasize	VERB
ap-5194	36	8	the	the	DET
ap-5194	36	9	need	need	NOUN
ap-5194	36	10	to	to	PART
ap-5194	36	11	address	address	VERB
ap-5194	36	12	the	the	DET
ap-5194	36	13	optimal	optimal	ADJ
ap-5194	36	14	selection	selection	NOUN
ap-5194	36	15	of	of	ADP
ap-5194	36	16	transmission	transmission	NOUN
ap-5194	36	17	parameters	parameter	NOUN
ap-5194	36	18	in	in	ADP
ap-5194	36	19	cognitive	cognitive	ADJ
ap-5194	36	20	radio	radio	NOUN
ap-5194	36	21	decision	decision	NOUN
ap-5194	36	22	engine	engine	NOUN
ap-5194	36	23	(	(	PUNCT
ap-5194	36	24	crde	crde	NOUN
ap-5194	36	25	)	)	PUNCT
ap-5194	36	26	systems	system	NOUN
ap-5194	36	27	for	for	ADP
ap-5194	36	28	non	non	ADJ
ap-5194	36	29	-	-	ADJ
ap-5194	36	30	smart	smart	ADJ
ap-5194	36	31	grid	grid	NOUN
ap-5194	36	32	applications	application	NOUN
ap-5194	36	33	using	use	VERB
ap-5194	36	34	evolution	evolution	NOUN
ap-5194	36	35	algorithms	algorithm	NOUN
ap-5194	36	36	.	.	PUNCT
ap-5194	37	1	in	in	ADP
ap-5194	37	2	[	[	X
ap-5194	37	3	21	21	NUM
ap-5194	37	4	]	]	X
ap-5194	37	5	,	,	PUNCT
ap-5194	37	6	a	a	DET
ap-5194	37	7	multi	multi	ADJ
ap-5194	37	8	-	-	ADJ
ap-5194	37	9	objective	objective	ADJ
ap-5194	37	10	genetic	genetic	ADJ
ap-5194	37	11	-	-	PUNCT
ap-5194	37	12	algorithm	algorithm	NOUN
ap-5194	37	13	(	(	PUNCT
ap-5194	37	14	ga	ga	NOUN
ap-5194	37	15	)	)	PUNCT
ap-5194	37	16	is	be	AUX
ap-5194	37	17	presented	present	VERB
ap-5194	37	18	to	to	PART
ap-5194	37	19	select	select	VERB
ap-5194	37	20	the	the	DET
ap-5194	37	21	optimal	optimal	ADJ
ap-5194	37	22	communication	communication	NOUN
ap-5194	37	23	transmission	transmission	NOUN
ap-5194	37	24	parameters	parameter	NOUN
ap-5194	37	25	.	.	PUNCT
ap-5194	38	1	however	however	ADV
ap-5194	38	2	,	,	PUNCT
ap-5194	38	3	the	the	DET
ap-5194	38	4	result	result	NOUN
ap-5194	38	5	indicates	indicate	VERB
ap-5194	38	6	that	that	SCONJ
ap-5194	38	7	the	the	DET
ap-5194	38	8	ga	ga	PROPN
ap-5194	38	9	has	have	VERB
ap-5194	38	10	a	a	DET
ap-5194	38	11	slow	slow	ADJ
ap-5194	38	12	convergence	convergence	NOUN
ap-5194	38	13	for	for	ADP
ap-5194	38	14	the	the	DET
ap-5194	38	15	given	give	VERB
ap-5194	38	16	communication	communication	NOUN
ap-5194	38	17	modes	mode	NOUN
ap-5194	38	18	.	.	PUNCT
ap-5194	39	1	in	in	ADP
ap-5194	39	2	[	[	X
ap-5194	39	3	22	22	NUM
ap-5194	39	4	]	]	PUNCT
ap-5194	39	5	,	,	PUNCT
ap-5194	39	6	a	a	DET
ap-5194	39	7	population	population	NOUN
ap-5194	39	8	adaptation	adaptation	NOUN
ap-5194	39	9	technique	technique	NOUN
ap-5194	39	10	is	be	AUX
ap-5194	39	11	used	use	VERB
ap-5194	39	12	for	for	SCONJ
ap-5194	39	13	the	the	DET
ap-5194	39	14	ga	ga	PROPN
ap-5194	39	15	to	to	PART
ap-5194	39	16	decrease	decrease	VERB
ap-5194	39	17	the	the	DET
ap-5194	39	18	time	time	NOUN
ap-5194	39	19	required	require	VERB
ap-5194	39	20	to	to	PART
ap-5194	39	21	reach	reach	VERB
ap-5194	39	22	the	the	DET
ap-5194	39	23	final	final	ADJ
ap-5194	39	24	decision	decision	NOUN
ap-5194	39	25	.	.	PUNCT
ap-5194	40	1	the	the	DET
ap-5194	40	2	authors	author	NOUN
ap-5194	40	3	attempted	attempt	VERB
ap-5194	40	4	to	to	PART
ap-5194	40	5	improve	improve	VERB
ap-5194	40	6	the	the	DET
ap-5194	40	7	work	work	NOUN
ap-5194	40	8	presented	present	VERB
ap-5194	40	9	in	in	ADP
ap-5194	40	10	[	[	X
ap-5194	40	11	21	21	NUM
ap-5194	40	12	]	]	PUNCT
ap-5194	40	13	by	by	ADP
ap-5194	40	14	taking	take	VERB
ap-5194	40	15	the	the	DET
ap-5194	40	16	advantages	advantage	NOUN
ap-5194	40	17	of	of	ADP
ap-5194	40	18	feedback	feedback	NOUN
ap-5194	40	19	learning	learn	VERB
ap-5194	40	20	from	from	ADP
ap-5194	40	21	previous	previous	ADJ
ap-5194	40	22	cognition	cognition	NOUN
ap-5194	40	23	cycles	cycle	NOUN
ap-5194	40	24	to	to	PART
ap-5194	40	25	speed	speed	VERB
ap-5194	40	26	up	up	ADP
ap-5194	40	27	the	the	DET
ap-5194	40	28	system	system	NOUN
ap-5194	40	29	convergence	convergence	NOUN
ap-5194	40	30	.	.	PUNCT
ap-5194	41	1	the	the	DET
ap-5194	41	2	algorithm	algorithm	NOUN
ap-5194	41	3	starts	start	VERB
ap-5194	41	4	at	at	ADP
ap-5194	41	5	a	a	DET
ap-5194	41	6	high	high	ADJ
ap-5194	41	7	initial	initial	ADJ
ap-5194	41	8	fitness	fitness	NOUN
ap-5194	41	9	that	that	PRON
ap-5194	41	10	leads	lead	VERB
ap-5194	41	11	to	to	ADP
ap-5194	41	12	a	a	DET
ap-5194	41	13	faster	fast	ADJ
ap-5194	41	14	convergence	convergence	NOUN
ap-5194	41	15	than	than	ADP
ap-5194	41	16	a	a	DET
ap-5194	41	17	standard	standard	PROPN
ap-5194	41	18	ga	ga	PROPN
ap-5194	41	19	.	.	PUNCT
ap-5194	42	1	however	however	ADV
ap-5194	42	2	,	,	PUNCT
ap-5194	42	3	at	at	ADP
ap-5194	42	4	high	high	ADJ
ap-5194	42	5	seeding	seeding	NOUN
ap-5194	42	6	values	value	NOUN
ap-5194	42	7	,	,	PUNCT
ap-5194	42	8	the	the	DET
ap-5194	42	9	resulting	result	VERB
ap-5194	42	10	fitness	fitness	NOUN
ap-5194	42	11	is	be	AUX
ap-5194	42	12	lower	low	ADJ
ap-5194	42	13	than	than	ADP
ap-5194	42	14	the	the	DET
ap-5194	42	15	fitness	fitness	NOUN
ap-5194	42	16	obtained	obtain	VERB
ap-5194	42	17	with	with	ADP
ap-5194	42	18	the	the	DET
ap-5194	42	19	standard	standard	PROPN
ap-5194	42	20	ga	ga	PROPN
ap-5194	42	21	.	.	PUNCT
ap-5194	43	1	in	in	ADP
ap-5194	43	2	[	[	X
ap-5194	43	3	23	23	NUM
ap-5194	43	4	,	,	PUNCT
ap-5194	43	5	24	24	NUM
ap-5194	43	6	]	]	PUNCT
ap-5194	43	7	,	,	PUNCT
ap-5194	43	8	a	a	DET
ap-5194	43	9	two	two	NUM
ap-5194	43	10	-	-	PUNCT
ap-5194	43	11	dimensional	dimensional	ADJ
ap-5194	43	12	structure	structure	NOUN
ap-5194	43	13	for	for	ADP
ap-5194	43	14	chromosome	chromosome	NOUN
ap-5194	43	15	’s	’s	PART
ap-5194	43	16	implementation	implementation	NOUN
ap-5194	43	17	of	of	ADP
ap-5194	43	18	the	the	DET
ap-5194	43	19	ga	ga	PROPN
ap-5194	43	20	was	be	AUX
ap-5194	43	21	used	use	VERB
ap-5194	43	22	to	to	PART
ap-5194	43	23	optimize	optimize	VERB
ap-5194	43	24	the	the	DET
ap-5194	43	25	parameters	parameter	NOUN
ap-5194	43	26	of	of	ADP
ap-5194	43	27	a	a	DET
ap-5194	43	28	cr	cr	NOUN
ap-5194	43	29	engine	engine	NOUN
ap-5194	43	30	.	.	PUNCT
ap-5194	44	1	the	the	DET
ap-5194	44	2	results	result	NOUN
ap-5194	44	3	indicate	indicate	VERB
ap-5194	44	4	that	that	SCONJ
ap-5194	44	5	the	the	DET
ap-5194	44	6	non	non	ADJ
ap-5194	44	7	-	-	ADJ
ap-5194	44	8	dominated	dominated	ADJ
ap-5194	44	9	sorting	sort	VERB
ap-5194	44	10	ga	ga	PROPN
ap-5194	44	11	has	have	VERB
ap-5194	44	12	a	a	DET
ap-5194	44	13	faster	fast	ADJ
ap-5194	44	14	convergence	convergence	NOUN
ap-5194	44	15	than	than	ADP
ap-5194	44	16	the	the	DET
ap-5194	44	17	conventional	conventional	PROPN
ap-5194	44	18	ga	ga	PROPN
ap-5194	44	19	.	.	PUNCT
ap-5194	45	1	in	in	ADP
ap-5194	45	2	[	[	X
ap-5194	45	3	25	25	NUM
ap-5194	45	4	]	]	PUNCT
ap-5194	45	5	,	,	PUNCT
ap-5194	45	6	a	a	DET
ap-5194	45	7	mutated	mutate	VERB
ap-5194	45	8	ant	ant	ADJ
ap-5194	45	9	colony	colony	NOUN
ap-5194	45	10	optimization	optimization	NOUN
ap-5194	45	11	(	(	PUNCT
ap-5194	45	12	maco)-based	maco)-base	VERB
ap-5194	45	13	cr	cr	NOUN
ap-5194	45	14	engine	engine	NOUN
ap-5194	45	15	is	be	AUX
ap-5194	45	16	proposed	propose	VERB
ap-5194	45	17	to	to	PART
ap-5194	45	18	find	find	VERB
ap-5194	45	19	optimal	optimal	ADJ
ap-5194	45	20	transmission	transmission	NOUN
ap-5194	45	21	parameters	parameter	NOUN
ap-5194	45	22	.	.	PUNCT
ap-5194	46	1	the	the	DET
ap-5194	46	2	results	result	NOUN
ap-5194	46	3	indicate	indicate	VERB
ap-5194	46	4	that	that	SCONJ
ap-5194	46	5	the	the	DET
ap-5194	46	6	fitness	fitness	NOUN
ap-5194	46	7	scores	score	NOUN
ap-5194	46	8	obtained	obtain	VERB
ap-5194	46	9	by	by	ADP
ap-5194	46	10	the	the	DET
ap-5194	46	11	maco	maco	PROPN
ap-5194	46	12	engine	engine	NOUN
ap-5194	46	13	in	in	ADP
ap-5194	46	14	the	the	DET
ap-5194	46	15	given	give	VERB
ap-5194	46	16	communication	communication	NOUN
ap-5194	46	17	scenarios	scenario	NOUN
ap-5194	46	18	are	be	AUX
ap-5194	46	19	larger	large	ADJ
ap-5194	46	20	than	than	ADP
ap-5194	46	21	those	those	PRON
ap-5194	46	22	obtained	obtain	VERB
ap-5194	46	23	by	by	ADP
ap-5194	46	24	the	the	DET
ap-5194	46	25	conventional	conventional	ADJ
ap-5194	46	26	ant	ant	ADJ
ap-5194	46	27	colony	colony	NOUN
ap-5194	46	28	(	(	PUNCT
ap-5194	46	29	ac	ac	PROPN
ap-5194	46	30	)	)	PUNCT
ap-5194	46	31	and	and	CCONJ
ap-5194	46	32	ga	ga	PROPN
ap-5194	46	33	engines	engine	NOUN
ap-5194	46	34	.	.	PUNCT
ap-5194	47	1	a	a	DET
ap-5194	47	2	cognitive	cognitive	ADJ
ap-5194	47	3	radio	radio	NOUN
ap-5194	47	4	adaptation	adaptation	NOUN
ap-5194	47	5	method	method	NOUN
ap-5194	47	6	,	,	PUNCT
ap-5194	47	7	which	which	PRON
ap-5194	47	8	uses	use	VERB
ap-5194	47	9	particle	particle	NOUN
ap-5194	47	10	swarm	swarm	NOUN
ap-5194	47	11	optimization	optimization	NOUN
ap-5194	47	12	(	(	PUNCT
ap-5194	47	13	pso	pso	NOUN
ap-5194	47	14	)	)	PUNCT
ap-5194	47	15	as	as	SCONJ
ap-5194	47	16	the	the	DET
ap-5194	47	17	decision	decision	NOUN
ap-5194	47	18	method	method	NOUN
ap-5194	47	19	was	be	AUX
ap-5194	47	20	proposed	propose	VERB
ap-5194	47	21	in	in	ADP
ap-5194	47	22	[	[	X
ap-5194	47	23	26	26	NUM
ap-5194	47	24	]	]	PUNCT
ap-5194	47	25	.	.	PUNCT
ap-5194	48	1	in	in	ADP
ap-5194	48	2	this	this	DET
ap-5194	48	3	system	system	NOUN
ap-5194	48	4	,	,	PUNCT
ap-5194	48	5	a	a	DET
ap-5194	48	6	discrete	discrete	ADJ
ap-5194	48	7	pso	pso	NOUN
ap-5194	48	8	was	be	AUX
ap-5194	48	9	used	use	VERB
ap-5194	48	10	to	to	PART
ap-5194	48	11	optimize	optimize	VERB
ap-5194	48	12	parameters	parameter	NOUN
ap-5194	48	13	given	give	VERB
ap-5194	48	14	a	a	DET
ap-5194	48	15	set	set	NOUN
ap-5194	48	16	of	of	ADP
ap-5194	48	17	objectives	objective	NOUN
ap-5194	48	18	for	for	ADP
ap-5194	48	19	cognitive	cognitive	ADJ
ap-5194	48	20	radios	radio	NOUN
ap-5194	48	21	.	.	PUNCT
ap-5194	49	1	in	in	ADP
ap-5194	49	2	[	[	X
ap-5194	49	3	27	27	NUM
ap-5194	49	4	]	]	X
ap-5194	49	5	,	,	PUNCT
ap-5194	49	6	a	a	DET
ap-5194	49	7	hybrid	hybrid	ADJ
ap-5194	49	8	architecture	architecture	NOUN
ap-5194	49	9	of	of	ADP
ap-5194	49	10	a	a	DET
ap-5194	49	11	cognitive	cognitive	ADJ
ap-5194	49	12	decision	decision	NOUN
ap-5194	49	13	engine	engine	NOUN
ap-5194	49	14	based	base	VERB
ap-5194	49	15	on	on	ADP
ap-5194	49	16	the	the	DET
ap-5194	49	17	pso	pso	NOUN
ap-5194	49	18	algorithm	algorithm	NOUN
ap-5194	49	19	and	and	CCONJ
ap-5194	49	20	case	case	NOUN
ap-5194	49	21	study	study	NOUN
ap-5194	49	22	is	be	AUX
ap-5194	49	23	proposed	propose	VERB
ap-5194	49	24	.	.	PUNCT
ap-5194	50	1	the	the	DET
ap-5194	50	2	case	case	NOUN
ap-5194	50	3	study	study	NOUN
ap-5194	50	4	can	can	AUX
ap-5194	50	5	reduce	reduce	VERB
ap-5194	50	6	the	the	DET
ap-5194	50	7	response	response	NOUN
ap-5194	50	8	delay	delay	NOUN
ap-5194	50	9	of	of	ADP
ap-5194	50	10	the	the	DET
ap-5194	50	11	cognitive	cognitive	ADJ
ap-5194	50	12	radio	radio	NOUN
ap-5194	50	13	engine	engine	NOUN
ap-5194	50	14	and	and	CCONJ
ap-5194	50	15	provides	provide	VERB
ap-5194	50	16	a	a	DET
ap-5194	50	17	radio	radio	NOUN
ap-5194	50	18	with	with	ADP
ap-5194	50	19	the	the	DET
ap-5194	50	20	ability	ability	NOUN
ap-5194	50	21	to	to	PART
ap-5194	50	22	learn	learn	VERB
ap-5194	50	23	from	from	ADP
ap-5194	50	24	its	its	PRON
ap-5194	50	25	past	past	ADJ
ap-5194	50	26	running	running	NOUN
ap-5194	50	27	experiences	experience	NOUN
ap-5194	50	28	.	.	PUNCT
ap-5194	51	1	the	the	DET
ap-5194	51	2	result	result	NOUN
ap-5194	51	3	indicates	indicate	VERB
ap-5194	51	4	that	that	SCONJ
ap-5194	51	5	the	the	DET
ap-5194	51	6	hybrid	hybrid	ADJ
ap-5194	51	7	pso	pso	NOUN
ap-5194	51	8	can	can	AUX
ap-5194	51	9	achieve	achieve	VERB
ap-5194	51	10	a	a	DET
ap-5194	51	11	better	well	ADJ
ap-5194	51	12	convergence	convergence	NOUN
ap-5194	51	13	than	than	ADP
ap-5194	51	14	the	the	DET
ap-5194	51	15	original	original	ADJ
ap-5194	51	16	pso	pso	NOUN
ap-5194	51	17	and	and	CCONJ
ap-5194	51	18	ga	ga	PROPN
ap-5194	51	19	.	.	PUNCT
ap-5194	52	1	however	however	ADV
ap-5194	52	2	,	,	PUNCT
ap-5194	52	3	this	this	DET
ap-5194	52	4	method	method	NOUN
ap-5194	52	5	requires	require	VERB
ap-5194	52	6	a	a	DET
ap-5194	52	7	large	large	ADJ
ap-5194	52	8	storage	storage	NOUN
ap-5194	52	9	for	for	ADP
ap-5194	52	10	the	the	DET
ap-5194	52	11	efficient	efficient	ADJ
ap-5194	52	12	and	and	CCONJ
ap-5194	52	13	considerably	considerably	ADV
ap-5194	52	14	high	high	ADJ
ap-5194	52	15	performance	performance	NOUN
ap-5194	52	16	.	.	PUNCT
ap-5194	53	1	these	these	DET
ap-5194	53	2	mentioned	mention	VERB
ap-5194	53	3	works	work	NOUN
ap-5194	53	4	generally	generally	ADV
ap-5194	53	5	refer	refer	VERB
ap-5194	53	6	to	to	ADP
ap-5194	53	7	the	the	DET
ap-5194	53	8	cr	cr	PROPN
ap-5194	53	9	engine	engine	NOUN
ap-5194	53	10	optimization	optimization	NOUN
ap-5194	53	11	methods	method	NOUN
ap-5194	53	12	to	to	PART
ap-5194	53	13	optimize	optimize	VERB
ap-5194	53	14	the	the	DET
ap-5194	53	15	transmission	transmission	NOUN
ap-5194	53	16	parameters	parameter	NOUN
ap-5194	53	17	based	base	VERB
ap-5194	53	18	on	on	ADP
ap-5194	53	19	the	the	DET
ap-5194	53	20	surrounding	surround	VERB
ap-5194	53	21	wireless	wireless	ADJ
ap-5194	53	22	communication	communication	NOUN
ap-5194	53	23	environment	environment	NOUN
ap-5194	53	24	.	.	PUNCT
ap-5194	54	1	however	however	ADV
ap-5194	54	2	,	,	PUNCT
ap-5194	54	3	the	the	DET
ap-5194	54	4	required	require	VERB
ap-5194	54	5	computation	computation	NOUN
ap-5194	54	6	time	time	NOUN
ap-5194	54	7	to	to	PART
ap-5194	54	8	obtain	obtain	VERB
ap-5194	54	9	optimal	optimal	ADJ
ap-5194	54	10	transmission	transmission	NOUN
ap-5194	54	11	parameters	parameter	NOUN
ap-5194	54	12	has	have	AUX
ap-5194	54	13	been	be	AUX
ap-5194	54	14	observed	observe	VERB
ap-5194	54	15	to	to	PART
ap-5194	54	16	be	be	AUX
ap-5194	54	17	unrealistic	unrealistic	ADJ
ap-5194	54	18	for	for	ADP
ap-5194	54	19	smart	smart	ADJ
ap-5194	54	20	grid	grid	NOUN
ap-5194	54	21	applications	application	NOUN
ap-5194	54	22	[	[	X
ap-5194	54	23	28	28	NUM
ap-5194	54	24	]	]	PUNCT
ap-5194	54	25	.	.	PUNCT
ap-5194	55	1	furthermore	furthermore	ADV
ap-5194	55	2	,	,	PUNCT
ap-5194	55	3	some	some	DET
ap-5194	55	4	studies	study	NOUN
ap-5194	55	5	have	have	VERB
ap-5194	55	6	a	a	DET
ap-5194	55	7	trade	trade	NOUN
ap-5194	55	8	-	-	PUNCT
ap-5194	55	9	off	off	NOUN
ap-5194	55	10	between	between	ADP
ap-5194	55	11	time	time	NOUN
ap-5194	55	12	convergence	convergence	NOUN
ap-5194	55	13	and	and	CCONJ
ap-5194	55	14	scores	score	NOUN
ap-5194	55	15	of	of	ADP
ap-5194	55	16	fitness	fitness	NOUN
ap-5194	55	17	function	function	NOUN
ap-5194	55	18	.	.	PUNCT
ap-5194	56	1	therefore	therefore	ADV
ap-5194	56	2	,	,	PUNCT
ap-5194	56	3	fast	fast	ADJ
ap-5194	56	4	and	and	CCONJ
ap-5194	56	5	accurate	accurate	ADJ
ap-5194	56	6	convergence	convergence	NOUN
ap-5194	56	7	optimization	optimization	NOUN
ap-5194	56	8	methods	method	NOUN
ap-5194	56	9	for	for	ADP
ap-5194	56	10	optimal	optimal	ADJ
ap-5194	56	11	transmission	transmission	NOUN
ap-5194	56	12	parameters	parameter	NOUN
ap-5194	56	13	are	be	AUX
ap-5194	56	14	required	require	VERB
ap-5194	56	15	to	to	PART
ap-5194	56	16	achieve	achieve	VERB
ap-5194	56	17	optimal	optimal	ADJ
ap-5194	56	18	results	result	NOUN
ap-5194	56	19	within	within	ADP
ap-5194	56	20	a	a	DET
ap-5194	56	21	short	short	ADJ
ap-5194	56	22	period	period	NOUN
ap-5194	56	23	of	of	ADP
ap-5194	56	24	time	time	NOUN
ap-5194	56	25	to	to	PART
ap-5194	56	26	support	support	VERB
ap-5194	56	27	active	active	ADJ
ap-5194	56	28	communications	communication	NOUN
ap-5194	56	29	.	.	PUNCT
ap-5194	57	1	1.1	1.1	NUM
ap-5194	57	2	.	.	PUNCT
ap-5194	58	1	study	study	NOUN
ap-5194	58	2	contributions	contribution	NOUN
ap-5194	58	3	this	this	DET
ap-5194	58	4	paper	paper	NOUN
ap-5194	58	5	attempts	attempt	VERB
ap-5194	58	6	to	to	PART
ap-5194	58	7	fill	fill	VERB
ap-5194	58	8	the	the	DET
ap-5194	58	9	aforementioned	aforementione	VERB
ap-5194	58	10	gaps	gap	NOUN
ap-5194	58	11	in	in	ADP
ap-5194	58	12	the	the	DET
ap-5194	58	13	previous	previous	ADJ
ap-5194	58	14	cr	cr	ADV
ap-5194	58	15	-	-	PUNCT
ap-5194	58	16	related	relate	VERB
ap-5194	58	17	work	work	NOUN
ap-5194	58	18	.	.	PUNCT
ap-5194	59	1	the	the	DET
ap-5194	59	2	contribution	contribution	NOUN
ap-5194	59	3	of	of	ADP
ap-5194	59	4	this	this	DET
ap-5194	59	5	paper	paper	NOUN
ap-5194	59	6	as	as	SCONJ
ap-5194	59	7	compared	compare	VERB
ap-5194	59	8	to	to	ADP
ap-5194	59	9	previous	previous	ADJ
ap-5194	59	10	approaches	approach	NOUN
ap-5194	59	11	can	can	AUX
ap-5194	59	12	be	be	AUX
ap-5194	59	13	summarized	summarize	VERB
ap-5194	59	14	as	as	SCONJ
ap-5194	59	15	follows	follow	VERB
ap-5194	59	16	.	.	PUNCT
ap-5194	60	1	first	first	ADV
ap-5194	60	2	,	,	PUNCT
ap-5194	60	3	a	a	DET
ap-5194	60	4	multi	multi	ADJ
ap-5194	60	5	-	-	ADJ
ap-5194	60	6	objective	objective	ADJ
ap-5194	60	7	differential	differential	ADJ
ap-5194	60	8	evolution	evolution	NOUN
ap-5194	60	9	(	(	PUNCT
ap-5194	60	10	mode	mode	NOUN
ap-5194	60	11	)	)	PUNCT
ap-5194	60	12	optimization	optimization	NOUN
ap-5194	60	13	algorithm	algorithm	NOUN
ap-5194	60	14	is	be	AUX
ap-5194	60	15	proposed	propose	VERB
ap-5194	60	16	for	for	ADP
ap-5194	60	17	the	the	DET
ap-5194	60	18	optimal	optimal	ADJ
ap-5194	60	19	selection	selection	NOUN
ap-5194	60	20	of	of	ADP
ap-5194	60	21	transmission	transmission	NOUN
ap-5194	60	22	parameters	parameter	NOUN
ap-5194	60	23	of	of	ADP
ap-5194	60	24	a	a	DET
ap-5194	60	25	cr	cr	NOUN
ap-5194	60	26	engine	engine	NOUN
ap-5194	60	27	in	in	ADP
ap-5194	60	28	a	a	DET
ap-5194	60	29	han	han	NOUN
ap-5194	60	30	for	for	ADP
ap-5194	60	31	the	the	DET
ap-5194	60	32	home	home	NOUN
ap-5194	60	33	management	management	NOUN
ap-5194	60	34	application	application	NOUN
ap-5194	60	35	of	of	ADP
ap-5194	60	36	a	a	DET
ap-5194	60	37	smart	smart	ADJ
ap-5194	60	38	grid	grid	NOUN
ap-5194	60	39	.	.	PUNCT
ap-5194	61	1	the	the	DET
ap-5194	61	2	mode	mode	NOUN
ap-5194	61	3	provides	provide	VERB
ap-5194	61	4	fast	fast	ADJ
ap-5194	61	5	convergence	convergence	NOUN
ap-5194	61	6	and	and	CCONJ
ap-5194	61	7	a	a	DET
ap-5194	61	8	high	high	ADJ
ap-5194	61	9	score	score	NOUN
ap-5194	61	10	fitness	fitness	NOUN
ap-5194	61	11	function	function	NOUN
ap-5194	61	12	.	.	PUNCT
ap-5194	62	1	second	second	ADJ
ap-5194	62	2	,	,	PUNCT
ap-5194	62	3	four	four	NUM
ap-5194	62	4	communication	communication	NOUN
ap-5194	62	5	modes	mode	NOUN
ap-5194	62	6	are	be	AUX
ap-5194	62	7	adopted	adopt	VERB
ap-5194	62	8	to	to	PART
ap-5194	62	9	utilize	utilize	VERB
ap-5194	62	10	different	different	ADJ
ap-5194	62	11	environment	environment	NOUN
ap-5194	62	12	conditions	condition	NOUN
ap-5194	62	13	:	:	PUNCT
ap-5194	62	14	power	power	NOUN
ap-5194	62	15	saving	save	VERB
ap-5194	62	16	mode	mode	NOUN
ap-5194	62	17	(	(	PUNCT
ap-5194	62	18	minimum	minimum	NOUN
ap-5194	62	19	power	power	NOUN
ap-5194	62	20	)	)	PUNCT
ap-5194	62	21	,	,	PUNCT
ap-5194	62	22	high	high	ADJ
ap-5194	62	23	throughput	throughput	NOUN
ap-5194	62	24	mode	mode	NOUN
ap-5194	62	25	(	(	PUNCT
ap-5194	62	26	maximum	maximum	ADJ
ap-5194	62	27	throughput	throughput	NOUN
ap-5194	62	28	)	)	PUNCT
ap-5194	62	29	,	,	PUNCT
ap-5194	62	30	emergency	emergency	NOUN
ap-5194	62	31	communication	communication	NOUN
ap-5194	62	32	mode	mode	NOUN
ap-5194	62	33	(	(	PUNCT
ap-5194	62	34	minimizing	minimize	VERB
ap-5194	62	35	the	the	DET
ap-5194	62	36	bit	bit	NOUN
ap-5194	62	37	error	error	NOUN
ap-5194	62	38	rate	rate	NOUN
ap-5194	62	39	)	)	PUNCT
ap-5194	62	40	,	,	PUNCT
ap-5194	62	41	and	and	CCONJ
ap-5194	62	42	balanced	balanced	ADJ
ap-5194	62	43	mode	mode	NOUN
ap-5194	62	44	(	(	PUNCT
ap-5194	62	45	equal	equal	ADJ
ap-5194	62	46	parameter	parameter	NOUN
ap-5194	62	47	priorities	priority	NOUN
ap-5194	62	48	)	)	PUNCT
ap-5194	62	49	.	.	PUNCT
ap-5194	63	1	the	the	DET
ap-5194	63	2	system	system	NOUN
ap-5194	63	3	adapts	adapt	VERB
ap-5194	63	4	the	the	DET
ap-5194	63	5	transmission	transmission	NOUN
ap-5194	63	6	parameters	parameter	NOUN
ap-5194	63	7	dynamically	dynamically	ADV
ap-5194	63	8	according	accord	VERB
ap-5194	63	9	to	to	ADP
ap-5194	63	10	the	the	DET
ap-5194	63	11	sensing	sense	VERB
ap-5194	63	12	wireless	wireless	ADJ
ap-5194	63	13	communication	communication	NOUN
ap-5194	63	14	environments	environment	NOUN
ap-5194	63	15	of	of	ADP
ap-5194	63	16	the	the	DET
ap-5194	63	17	han	han	PROPN
ap-5194	63	18	.	.	PUNCT
ap-5194	64	1	these	these	DET
ap-5194	64	2	modes	mode	NOUN
ap-5194	64	3	are	be	AUX
ap-5194	64	4	taken	take	VERB
ap-5194	64	5	to	to	PART
ap-5194	64	6	address	address	VERB
ap-5194	64	7	all	all	DET
ap-5194	64	8	environmental	environmental	ADJ
ap-5194	64	9	sensing	sensing	NOUN
ap-5194	64	10	statuses	status	NOUN
ap-5194	64	11	.	.	PUNCT
ap-5194	65	1	third	third	ADV
ap-5194	65	2	,	,	PUNCT
ap-5194	65	3	the	the	DET
ap-5194	65	4	simulation	simulation	NOUN
ap-5194	65	5	results	result	NOUN
ap-5194	65	6	indicate	indicate	VERB
ap-5194	65	7	that	that	SCONJ
ap-5194	65	8	the	the	DET
ap-5194	65	9	proposed	propose	VERB
ap-5194	65	10	system	system	NOUN
ap-5194	65	11	can	can	AUX
ap-5194	65	12	achieve	achieve	VERB
ap-5194	65	13	higher	high	ADJ
ap-5194	65	14	fitness	fitness	NOUN
ap-5194	65	15	scores	score	NOUN
ap-5194	65	16	and	and	CCONJ
ap-5194	65	17	faster	fast	ADJ
ap-5194	65	18	convergence	convergence	NOUN
ap-5194	65	19	than	than	ADP
ap-5194	65	20	other	other	ADJ
ap-5194	65	21	evolution	evolution	NOUN
ap-5194	65	22	algorithmbased	algorithmbase	VERB
ap-5194	65	23	crde	crde	VERB
ap-5194	65	24	such	such	ADJ
ap-5194	65	25	as	as	ADP
ap-5194	65	26	;	;	PUNCT
ap-5194	65	27	ga	ga	PROPN
ap-5194	65	28	,	,	PUNCT
ap-5194	65	29	pso	pso	NOUN
ap-5194	65	30	and	and	CCONJ
ap-5194	65	31	maco	maco	PROPN
ap-5194	65	32	.	.	PUNCT
ap-5194	66	1	2	2	X
ap-5194	66	2	.	.	X
ap-5194	66	3	cognitive	cognitive	ADJ
ap-5194	66	4	radio	radio	NOUN
ap-5194	66	5	parameters	parameter	NOUN
ap-5194	66	6	the	the	DET
ap-5194	66	7	cr	cr	PROPN
ap-5194	66	8	provides	provide	VERB
ap-5194	66	9	the	the	DET
ap-5194	66	10	ability	ability	NOUN
ap-5194	66	11	to	to	PART
ap-5194	66	12	sense	sense	VERB
ap-5194	66	13	the	the	DET
ap-5194	66	14	surrounding	surround	VERB
ap-5194	66	15	wireless	wireless	ADJ
ap-5194	66	16	environment	environment	NOUN
ap-5194	66	17	periodically	periodically	ADV
ap-5194	66	18	and	and	CCONJ
ap-5194	66	19	to	to	PART
ap-5194	66	20	adapt	adapt	VERB
ap-5194	66	21	the	the	DET
ap-5194	66	22	transmission	transmission	NOUN
ap-5194	66	23	parameters	parameter	NOUN
ap-5194	66	24	appropriately	appropriately	ADV
ap-5194	66	25	according	accord	VERB
ap-5194	66	26	to	to	ADP
ap-5194	66	27	the	the	DET
ap-5194	66	28	objectives	objective	NOUN
ap-5194	66	29	for	for	ADP
ap-5194	66	30	the	the	DET
ap-5194	66	31	optimal	optimal	ADJ
ap-5194	66	32	utilization	utilization	NOUN
ap-5194	66	33	of	of	ADP
ap-5194	66	34	spectrum	spectrum	NOUN
ap-5194	66	35	bands	band	NOUN
ap-5194	66	36	[	[	X
ap-5194	66	37	29	29	NUM
ap-5194	66	38	]	]	PUNCT
ap-5194	66	39	.	.	PUNCT
ap-5194	67	1	to	to	PART
ap-5194	67	2	achieve	achieve	VERB
ap-5194	67	3	these	these	DET
ap-5194	67	4	goals	goal	NOUN
ap-5194	67	5	,	,	PUNCT
ap-5194	67	6	the	the	DET
ap-5194	67	7	cr	cr	PROPN
ap-5194	67	8	needs	need	VERB
ap-5194	67	9	a	a	DET
ap-5194	67	10	crde	crde	NOUN
ap-5194	67	11	to	to	PART
ap-5194	67	12	provide	provide	VERB
ap-5194	67	13	efficient	efficient	ADJ
ap-5194	67	14	transmission	transmission	NOUN
ap-5194	67	15	parameters	parameter	NOUN
ap-5194	67	16	for	for	ADP
ap-5194	67	17	the	the	DET
ap-5194	67	18	current	current	ADJ
ap-5194	67	19	environment	environment	NOUN
ap-5194	67	20	,	,	PUNCT
ap-5194	67	21	including	include	VERB
ap-5194	67	22	transmission	transmission	NOUN
ap-5194	67	23	link	link	NOUN
ap-5194	67	24	,	,	PUNCT
ap-5194	67	25	user	user	NOUN
ap-5194	67	26	demand	demand	NOUN
ap-5194	67	27	,	,	PUNCT
ap-5194	67	28	and	and	CCONJ
ap-5194	67	29	system	system	NOUN
ap-5194	67	30	policies	policy	NOUN
ap-5194	67	31	as	as	SCONJ
ap-5194	67	32	shown	show	VERB
ap-5194	67	33	in	in	ADP
ap-5194	67	34	fig	fig	NOUN
ap-5194	67	35	.	.	PUNCT
ap-5194	68	1	1	1	X
ap-5194	68	2	.	.	X
ap-5194	68	3	the	the	DET
ap-5194	68	4	crde	crde	NOUN
ap-5194	68	5	must	must	AUX
ap-5194	68	6	balance	balance	VERB
ap-5194	68	7	multiple	multiple	ADJ
ap-5194	68	8	objectives	objective	NOUN
ap-5194	68	9	[	[	X
ap-5194	68	10	30	30	NUM
ap-5194	68	11	]	]	PUNCT
ap-5194	68	12	.	.	PUNCT
ap-5194	69	1	the	the	DET
ap-5194	69	2	environmental	environmental	ADJ
ap-5194	69	3	variables	variable	NOUN
ap-5194	69	4	are	be	AUX
ap-5194	69	5	responsible	responsible	ADJ
ap-5194	69	6	for	for	ADP
ap-5194	69	7	enabling	enable	VERB
ap-5194	69	8	249	249	NUM
ap-5194	69	9	h.	h.	PROPN
ap-5194	69	10	t.	t.	PROPN
ap-5194	69	11	haider	haider	PROPN
ap-5194	69	12	,	,	PUNCT
ap-5194	69	13	d.	d.	PROPN
ap-5194	69	14	h.	h.	PROPN
ap-5194	69	15	muhsen	muhsen	PROPN
ap-5194	69	16	,	,	PUNCT
ap-5194	69	17	h.	h.	PROPN
ap-5194	69	18	i.	i.	PROPN
ap-5194	69	19	shahadi	shahadi	PROPN
ap-5194	69	20	et	et	PROPN
ap-5194	69	21	al	al	PROPN
ap-5194	69	22	.	.	PROPN
ap-5194	69	23	acta	acta	PROPN
ap-5194	69	24	polytechnica	polytechnica	PROPN
ap-5194	69	25	figure	figure	NOUN
ap-5194	69	26	1	1	NUM
ap-5194	69	27	.	.	PUNCT
ap-5194	69	28	cognitive	cognitive	ADJ
ap-5194	69	29	radio	radio	NOUN
ap-5194	69	30	system	system	NOUN
ap-5194	69	31	architecture	architecture	NOUN
ap-5194	69	32	.	.	PUNCT
ap-5194	70	1	the	the	DET
ap-5194	70	2	cr	cr	PROPN
ap-5194	70	3	system	system	NOUN
ap-5194	70	4	to	to	PART
ap-5194	70	5	be	be	AUX
ap-5194	70	6	alert	alert	ADJ
ap-5194	70	7	to	to	ADP
ap-5194	70	8	the	the	DET
ap-5194	70	9	surrounding	surround	VERB
ap-5194	70	10	environment	environment	NOUN
ap-5194	70	11	to	to	PART
ap-5194	70	12	maximize	maximize	VERB
ap-5194	70	13	the	the	DET
ap-5194	70	14	objectives	objective	NOUN
ap-5194	70	15	of	of	ADP
ap-5194	70	16	the	the	DET
ap-5194	70	17	system	system	NOUN
ap-5194	70	18	[	[	X
ap-5194	70	19	31	31	NUM
ap-5194	70	20	]	]	PUNCT
ap-5194	70	21	.	.	PUNCT
ap-5194	71	1	this	this	DET
ap-5194	71	2	information	information	NOUN
ap-5194	71	3	is	be	AUX
ap-5194	71	4	periodically	periodically	ADV
ap-5194	71	5	sensed	sense	VERB
ap-5194	71	6	by	by	ADP
ap-5194	71	7	external	external	ADJ
ap-5194	71	8	sensors	sensor	NOUN
ap-5194	71	9	.	.	PUNCT
ap-5194	72	1	the	the	DET
ap-5194	72	2	three	three	NUM
ap-5194	72	3	commonly	commonly	ADV
ap-5194	72	4	used	use	VERB
ap-5194	72	5	environmental	environmental	ADJ
ap-5194	72	6	parameters	parameter	NOUN
ap-5194	72	7	are	be	AUX
ap-5194	72	8	the	the	DET
ap-5194	72	9	bit	bit	NOUN
ap-5194	72	10	error	error	NOUN
ap-5194	72	11	rate	rate	NOUN
ap-5194	72	12	(	(	PUNCT
ap-5194	72	13	ber	ber	PROPN
ap-5194	72	14	)	)	PUNCT
ap-5194	72	15	,	,	PUNCT
ap-5194	72	16	signal	signal	NOUN
ap-5194	72	17	-	-	PUNCT
ap-5194	72	18	to	to	ADP
ap-5194	72	19	-	-	PUNCT
ap-5194	72	20	noise	noise	NOUN
ap-5194	72	21	ratio	ratio	NOUN
ap-5194	72	22	(	(	PUNCT
ap-5194	72	23	snr	snr	PROPN
ap-5194	72	24	)	)	PUNCT
ap-5194	72	25	and	and	CCONJ
ap-5194	72	26	noise	noise	NOUN
ap-5194	72	27	power	power	NOUN
ap-5194	72	28	(	(	PUNCT
ap-5194	72	29	n	n	CCONJ
ap-5194	72	30	)	)	PUNCT
ap-5194	72	31	.	.	PUNCT
ap-5194	73	1	the	the	DET
ap-5194	73	2	ber	ber	NOUN
ap-5194	73	3	parameter	parameter	NOUN
ap-5194	73	4	represents	represent	VERB
ap-5194	73	5	the	the	DET
ap-5194	73	6	amount	amount	NOUN
ap-5194	73	7	of	of	ADP
ap-5194	73	8	erroneous	erroneous	ADJ
ap-5194	73	9	bits	bit	NOUN
ap-5194	73	10	in	in	ADP
ap-5194	73	11	relation	relation	NOUN
ap-5194	73	12	to	to	ADP
ap-5194	73	13	the	the	DET
ap-5194	73	14	amount	amount	NOUN
ap-5194	73	15	of	of	ADP
ap-5194	73	16	bits	bit	NOUN
ap-5194	73	17	being	be	AUX
ap-5194	73	18	sent	send	VERB
ap-5194	73	19	of	of	ADP
ap-5194	73	20	a	a	DET
ap-5194	73	21	specific	specific	ADJ
ap-5194	73	22	modulation	modulation	NOUN
ap-5194	73	23	type	type	NOUN
ap-5194	73	24	.	.	PUNCT
ap-5194	74	1	the	the	DET
ap-5194	74	2	snr	snr	NOUN
ap-5194	74	3	represents	represent	VERB
ap-5194	74	4	the	the	DET
ap-5194	74	5	ratio	ratio	NOUN
ap-5194	74	6	of	of	ADP
ap-5194	74	7	signal	signal	ADJ
ap-5194	74	8	power	power	NOUN
ap-5194	74	9	to	to	PART
ap-5194	74	10	noise	noise	VERB
ap-5194	74	11	power	power	NOUN
ap-5194	74	12	[	[	X
ap-5194	74	13	21	21	NUM
ap-5194	74	14	]	]	PUNCT
ap-5194	74	15	.	.	PUNCT
ap-5194	75	1	the	the	DET
ap-5194	75	2	transmission	transmission	NOUN
ap-5194	75	3	parameters	parameter	NOUN
ap-5194	75	4	are	be	AUX
ap-5194	75	5	envisioned	envision	VERB
ap-5194	75	6	as	as	ADP
ap-5194	75	7	system	system	NOUN
ap-5194	75	8	knobs	knob	NOUN
ap-5194	75	9	that	that	PRON
ap-5194	75	10	can	can	AUX
ap-5194	75	11	be	be	AUX
ap-5194	75	12	adapted	adapt	VERB
ap-5194	75	13	based	base	VERB
ap-5194	75	14	on	on	ADP
ap-5194	75	15	the	the	DET
ap-5194	75	16	measured	measured	ADJ
ap-5194	75	17	reading	reading	NOUN
ap-5194	75	18	of	of	ADP
ap-5194	75	19	environmental	environmental	ADJ
ap-5194	75	20	parameters	parameter	NOUN
ap-5194	75	21	and	and	CCONJ
ap-5194	75	22	under	under	ADP
ap-5194	75	23	the	the	DET
ap-5194	75	24	instruction	instruction	NOUN
ap-5194	75	25	of	of	ADP
ap-5194	75	26	predefined	predefine	VERB
ap-5194	75	27	objective	objective	ADJ
ap-5194	75	28	functions	function	NOUN
ap-5194	75	29	.	.	PUNCT
ap-5194	76	1	in	in	ADP
ap-5194	76	2	the	the	DET
ap-5194	76	3	context	context	NOUN
ap-5194	76	4	of	of	ADP
ap-5194	76	5	optimization	optimization	NOUN
ap-5194	76	6	,	,	PUNCT
ap-5194	76	7	these	these	DET
ap-5194	76	8	parameters	parameter	NOUN
ap-5194	76	9	can	can	AUX
ap-5194	76	10	also	also	ADV
ap-5194	76	11	be	be	AUX
ap-5194	76	12	defined	define	VERB
ap-5194	76	13	as	as	ADP
ap-5194	76	14	decision	decision	NOUN
ap-5194	76	15	variables	variable	NOUN
ap-5194	76	16	that	that	PRON
ap-5194	76	17	should	should	AUX
ap-5194	76	18	be	be	AUX
ap-5194	76	19	determined	determine	VERB
ap-5194	76	20	on	on	ADP
ap-5194	76	21	the	the	DET
ap-5194	76	22	basis	basis	NOUN
ap-5194	76	23	of	of	ADP
ap-5194	76	24	the	the	DET
ap-5194	76	25	prescribed	prescribed	ADJ
ap-5194	76	26	optimization	optimization	NOUN
ap-5194	76	27	procedures	procedure	NOUN
ap-5194	76	28	.	.	PUNCT
ap-5194	77	1	the	the	DET
ap-5194	77	2	three	three	NUM
ap-5194	77	3	parameters	parameter	NOUN
ap-5194	77	4	used	use	VERB
ap-5194	77	5	to	to	PART
ap-5194	77	6	generate	generate	VERB
ap-5194	77	7	a	a	DET
ap-5194	77	8	fitness	fitness	NOUN
ap-5194	77	9	function	function	NOUN
ap-5194	77	10	are	be	AUX
ap-5194	77	11	transmitting	transmit	VERB
ap-5194	77	12	power	power	NOUN
ap-5194	77	13	(	(	PUNCT
ap-5194	77	14	pt	pt	NOUN
ap-5194	77	15	)	)	PUNCT
ap-5194	77	16	,	,	PUNCT
ap-5194	77	17	modulation	modulation	NOUN
ap-5194	77	18	type	type	NOUN
ap-5194	77	19	(	(	PUNCT
ap-5194	77	20	mt	mt	PROPN
ap-5194	77	21	)	)	PUNCT
ap-5194	77	22	,	,	PUNCT
ap-5194	77	23	and	and	CCONJ
ap-5194	77	24	modulation	modulation	NOUN
ap-5194	77	25	index	index	NOUN
ap-5194	77	26	(	(	PUNCT
ap-5194	77	27	mi	mi	PROPN
ap-5194	77	28	)	)	PUNCT
ap-5194	77	29	.	.	PUNCT
ap-5194	78	1	3	3	X
ap-5194	78	2	.	.	X
ap-5194	78	3	objective	objective	ADJ
ap-5194	78	4	function	function	NOUN
ap-5194	78	5	the	the	DET
ap-5194	78	6	objective	objective	ADJ
ap-5194	78	7	functions	function	NOUN
ap-5194	78	8	of	of	ADP
ap-5194	78	9	a	a	DET
ap-5194	78	10	cognitive	cognitive	ADJ
ap-5194	78	11	engine	engine	NOUN
ap-5194	78	12	should	should	AUX
ap-5194	78	13	be	be	AUX
ap-5194	78	14	defined	define	VERB
ap-5194	78	15	to	to	PART
ap-5194	78	16	guide	guide	VERB
ap-5194	78	17	the	the	DET
ap-5194	78	18	searching	searching	NOUN
ap-5194	78	19	direction	direction	NOUN
ap-5194	78	20	of	of	ADP
ap-5194	78	21	optimization	optimization	NOUN
ap-5194	78	22	process	process	NOUN
ap-5194	78	23	for	for	ADP
ap-5194	78	24	the	the	DET
ap-5194	78	25	optimal	optimal	ADJ
ap-5194	78	26	selection	selection	NOUN
ap-5194	78	27	of	of	ADP
ap-5194	78	28	the	the	DET
ap-5194	78	29	transmission	transmission	NOUN
ap-5194	78	30	parameters	parameter	NOUN
ap-5194	78	31	.	.	PUNCT
ap-5194	79	1	in	in	ADP
ap-5194	79	2	this	this	DET
ap-5194	79	3	work	work	NOUN
ap-5194	79	4	,	,	PUNCT
ap-5194	79	5	three	three	NUM
ap-5194	79	6	individual	individual	ADJ
ap-5194	79	7	objective	objective	ADJ
ap-5194	79	8	functions	function	NOUN
ap-5194	79	9	are	be	AUX
ap-5194	79	10	combined	combine	VERB
ap-5194	79	11	to	to	PART
ap-5194	79	12	achieve	achieve	VERB
ap-5194	79	13	a	a	DET
ap-5194	79	14	compromise	compromise	NOUN
ap-5194	79	15	among	among	ADP
ap-5194	79	16	these	these	DET
ap-5194	79	17	objectives	objective	NOUN
ap-5194	79	18	based	base	VERB
ap-5194	79	19	on	on	ADP
ap-5194	79	20	the	the	DET
ap-5194	79	21	predefined	predefine	VERB
ap-5194	79	22	trade	trade	NOUN
ap-5194	79	23	-	-	PUNCT
ap-5194	79	24	off	off	ADP
ap-5194	79	25	requirements	requirement	NOUN
ap-5194	79	26	.	.	PUNCT
ap-5194	80	1	table	table	NOUN
ap-5194	80	2	1	1	NUM
ap-5194	80	3	presents	present	VERB
ap-5194	80	4	the	the	DET
ap-5194	80	5	considered	consider	VERB
ap-5194	80	6	objectives	objective	NOUN
ap-5194	80	7	of	of	ADP
ap-5194	80	8	a	a	DET
ap-5194	80	9	cr	cr	PROPN
ap-5194	80	10	system	system	NOUN
ap-5194	80	11	:	:	PUNCT
ap-5194	80	12	minimum	minimum	ADJ
ap-5194	80	13	ber	ber	NOUN
ap-5194	80	14	,	,	PUNCT
ap-5194	80	15	maximum	maximum	ADJ
ap-5194	80	16	throughput	throughput	NOUN
ap-5194	80	17	and	and	CCONJ
ap-5194	80	18	minimum	minimum	ADJ
ap-5194	80	19	transmitting	transmitting	NOUN
ap-5194	80	20	power	power	NOUN
ap-5194	80	21	.	.	PUNCT
ap-5194	81	1	the	the	DET
ap-5194	81	2	fitness	fitness	NOUN
ap-5194	81	3	function	function	NOUN
ap-5194	81	4	of	of	ADP
ap-5194	81	5	a	a	DET
ap-5194	81	6	minimum	minimum	ADJ
ap-5194	81	7	power	power	NOUN
ap-5194	81	8	consumption	consumption	NOUN
ap-5194	81	9	is	be	AUX
ap-5194	81	10	defined	define	VERB
ap-5194	81	11	as	as	SCONJ
ap-5194	81	12	follows	follow	VERB
ap-5194	81	13	[	[	X
ap-5194	81	14	21	21	NUM
ap-5194	81	15	]	]	PUNCT
ap-5194	81	16	:	:	PUNCT
ap-5194	81	17	fmin−power	fmin−power	X
ap-5194	81	18	=	=	SYM
ap-5194	81	19	1−	1−	NUM
ap-5194	81	20	pt	pt	NOUN
ap-5194	81	21	ptmax	ptmax	NOUN
ap-5194	81	22	(	(	PUNCT
ap-5194	81	23	1	1	NUM
ap-5194	81	24	)	)	PUNCT
ap-5194	81	25	where	where	SCONJ
ap-5194	81	26	,	,	PUNCT
ap-5194	81	27	pt	pt	X
ap-5194	81	28	is	be	AUX
ap-5194	81	29	the	the	DET
ap-5194	81	30	transmit	transmit	ADJ
ap-5194	81	31	power	power	NOUN
ap-5194	81	32	of	of	ADP
ap-5194	81	33	the	the	DET
ap-5194	81	34	single	single	ADJ
ap-5194	81	35	carrier	carrier	NOUN
ap-5194	81	36	,	,	PUNCT
ap-5194	81	37	and	and	CCONJ
ap-5194	81	38	ptmax	ptmax	NOUN
ap-5194	81	39	is	be	AUX
ap-5194	81	40	the	the	DET
ap-5194	81	41	maximum	maximum	ADJ
ap-5194	81	42	available	available	ADJ
ap-5194	81	43	transmit	transmit	NOUN
ap-5194	81	44	power	power	NOUN
ap-5194	81	45	.	.	PUNCT
ap-5194	82	1	the	the	DET
ap-5194	82	2	fitness	fitness	NOUN
ap-5194	82	3	function	function	NOUN
ap-5194	82	4	of	of	ADP
ap-5194	82	5	the	the	DET
ap-5194	82	6	maximum	maximum	ADJ
ap-5194	82	7	throughput	throughput	NOUN
ap-5194	82	8	is	be	AUX
ap-5194	82	9	defined	define	VERB
ap-5194	82	10	as	as	SCONJ
ap-5194	82	11	follows	follow	VERB
ap-5194	82	12	[	[	X
ap-5194	82	13	21	21	NUM
ap-5194	82	14	]	]	X
ap-5194	82	15	:	:	PUNCT
ap-5194	82	16	fmin−throughput	fmin−throughput	NOUN
ap-5194	82	17	=	=	SYM
ap-5194	82	18	log10(mi	log10(mi	NOUN
ap-5194	82	19	)	)	PUNCT
ap-5194	82	20	log10(mimax	log10(mimax	PROPN
ap-5194	82	21	)	)	PUNCT
ap-5194	82	22	(	(	PUNCT
ap-5194	82	23	2	2	X
ap-5194	82	24	)	)	PUNCT
ap-5194	82	25	where	where	SCONJ
ap-5194	82	26	mi	mi	PROPN
ap-5194	82	27	is	be	AUX
ap-5194	82	28	the	the	DET
ap-5194	82	29	modulation	modulation	NOUN
ap-5194	82	30	index	index	NOUN
ap-5194	82	31	of	of	ADP
ap-5194	82	32	the	the	DET
ap-5194	82	33	given	give	VERB
ap-5194	82	34	modulation	modulation	NOUN
ap-5194	82	35	types	type	NOUN
ap-5194	82	36	,	,	PUNCT
ap-5194	82	37	and	and	CCONJ
ap-5194	82	38	mimax	mimax	NOUN
ap-5194	82	39	is	be	AUX
ap-5194	82	40	the	the	DET
ap-5194	82	41	maximum	maximum	ADJ
ap-5194	82	42	modulation	modulation	NOUN
ap-5194	82	43	index	index	NOUN
ap-5194	82	44	used	use	VERB
ap-5194	82	45	in	in	ADP
ap-5194	82	46	the	the	DET
ap-5194	82	47	system	system	NOUN
ap-5194	82	48	.	.	PUNCT
ap-5194	83	1	the	the	DET
ap-5194	83	2	fitness	fitness	NOUN
ap-5194	83	3	function	function	NOUN
ap-5194	83	4	of	of	ADP
ap-5194	83	5	minimum	minimum	ADJ
ap-5194	83	6	ber	ber	NOUN
ap-5194	83	7	is	be	AUX
ap-5194	83	8	given	give	VERB
ap-5194	83	9	as	as	ADP
ap-5194	83	10	[	[	X
ap-5194	83	11	21	21	NUM
ap-5194	83	12	]	]	X
ap-5194	83	13	fmin−ber	fmin−ber	PROPN
ap-5194	83	14	=	=	NOUN
ap-5194	83	15	1−	1−	NUM
ap-5194	83	16	log10(0.5	log10(0.5	NUM
ap-5194	83	17	)	)	PUNCT
ap-5194	83	18	log10(pber	log10(pber	NOUN
ap-5194	83	19	)	)	PUNCT
ap-5194	83	20	(	(	PUNCT
ap-5194	83	21	3	3	X
ap-5194	83	22	)	)	PUNCT
ap-5194	83	23	this	this	DET
ap-5194	83	24	fitness	fitness	NOUN
ap-5194	83	25	function	function	NOUN
ap-5194	83	26	is	be	AUX
ap-5194	83	27	normalized	normalize	VERB
ap-5194	83	28	to	to	ADP
ap-5194	83	29	the	the	DET
ap-5194	83	30	worst	bad	ADJ
ap-5194	83	31	possible	possible	ADJ
ap-5194	83	32	ber	ber	NOUN
ap-5194	83	33	value	value	NOUN
ap-5194	83	34	of	of	ADP
ap-5194	83	35	(	(	PUNCT
ap-5194	83	36	0.5	0.5	NUM
ap-5194	83	37	)	)	PUNCT
ap-5194	84	1	[	[	X
ap-5194	84	2	32	32	NUM
ap-5194	84	3	]	]	PUNCT
ap-5194	84	4	.	.	PUNCT
ap-5194	85	1	also	also	ADV
ap-5194	85	2	,	,	PUNCT
ap-5194	85	3	pber	pber	PROPN
ap-5194	85	4	is	be	AUX
ap-5194	85	5	the	the	DET
ap-5194	85	6	probability	probability	NOUN
ap-5194	85	7	of	of	ADP
ap-5194	85	8	a	a	DET
ap-5194	85	9	ber	ber	NOUN
ap-5194	85	10	for	for	ADP
ap-5194	85	11	a	a	DET
ap-5194	85	12	given	give	VERB
ap-5194	85	13	modulation	modulation	NOUN
ap-5194	85	14	type	type	NOUN
ap-5194	85	15	.	.	PUNCT
ap-5194	86	1	the	the	DET
ap-5194	86	2	probability	probability	NOUN
ap-5194	86	3	of	of	ADP
ap-5194	86	4	ber	ber	NOUN
ap-5194	86	5	is	be	AUX
ap-5194	86	6	calculated	calculate	VERB
ap-5194	86	7	for	for	ADP
ap-5194	86	8	m	m	PROPN
ap-5194	86	9	-	-	ADJ
ap-5194	86	10	ary	ary	ADJ
ap-5194	86	11	phase	phase	NOUN
ap-5194	86	12	-	-	PUNCT
ap-5194	86	13	shift	shift	NOUN
ap-5194	86	14	keying	keying	NOUN
ap-5194	86	15	(	(	PUNCT
ap-5194	86	16	psk	psk	PROPN
ap-5194	86	17	)	)	PUNCT
ap-5194	86	18	and	and	CCONJ
ap-5194	86	19	m	m	PROPN
ap-5194	86	20	-	-	ADJ
ap-5194	86	21	ary	ary	ADJ
ap-5194	86	22	quadrature	quadrature	NOUN
ap-5194	86	23	amplitude	amplitude	NOUN
ap-5194	86	24	modulation	modulation	NOUN
ap-5194	86	25	(	(	PUNCT
ap-5194	86	26	qam	qam	PROPN
ap-5194	86	27	)	)	PUNCT
ap-5194	86	28	modulation	modulation	NOUN
ap-5194	86	29	types	type	NOUN
ap-5194	86	30	,	,	PUNCT
ap-5194	86	31	as	as	SCONJ
ap-5194	86	32	described	describe	VERB
ap-5194	86	33	by	by	ADP
ap-5194	86	34	the	the	DET
ap-5194	86	35	following	follow	VERB
ap-5194	86	36	equations	equation	NOUN
ap-5194	86	37	[	[	X
ap-5194	86	38	21	21	NUM
ap-5194	86	39	]	]	X
ap-5194	86	40	:	:	PUNCT
ap-5194	86	41	for	for	ADP
ap-5194	86	42	a	a	DET
ap-5194	86	43	binary	binary	ADJ
ap-5194	86	44	psk	psk	PROPN
ap-5194	86	45	(	(	PUNCT
ap-5194	86	46	bpsk	bpsk	NOUN
ap-5194	86	47	)	)	PUNCT
ap-5194	86	48	modulation	modulation	NOUN
ap-5194	86	49	type	type	NOUN
ap-5194	86	50	,	,	PUNCT
ap-5194	86	51	the	the	DET
ap-5194	86	52	pber	pber	NOUN
ap-5194	86	53	is	be	AUX
ap-5194	86	54	pber_bp	pber_bp	ADV
ap-5194	86	55	sk	sk	VERB
ap-5194	86	56	=	=	PUNCT
ap-5194	86	57	q	q	PROPN
ap-5194	87	1	(	(	PUNCT
ap-5194	87	2	√	√	INTJ
ap-5194	87	3	pt	pt	PROPN
ap-5194	87	4	n	n	NOUN
ap-5194	87	5	)	)	PUNCT
ap-5194	87	6	,	,	PUNCT
ap-5194	87	7	mi	mi	PROPN
ap-5194	88	1	=	=	SYM
ap-5194	88	2	2	2	NUM
ap-5194	88	3	(	(	PUNCT
ap-5194	88	4	4	4	NUM
ap-5194	88	5	)	)	PUNCT
ap-5194	88	6	for	for	ADP
ap-5194	88	7	m	m	PROPN
ap-5194	88	8	-	-	ADJ
ap-5194	88	9	ary	ary	PROPN
ap-5194	88	10	psk	psk	PROPN
ap-5194	88	11	modulation	modulation	NOUN
ap-5194	88	12	signal	signal	NOUN
ap-5194	88	13	,	,	PUNCT
ap-5194	88	14	the	the	DET
ap-5194	88	15	pber	pber	NOUN
ap-5194	88	16	is	be	AUX
ap-5194	88	17	pber_mp	pber_mp	NOUN
ap-5194	88	18	sk	sk	X
ap-5194	88	19	=	=	SYM
ap-5194	88	20	2	2	NUM
ap-5194	88	21	log2(mi)q(√	log2(mi)q(√	ADP
ap-5194	88	22	2	2	NUM
ap-5194	88	23	·	·	PUNCT
ap-5194	88	24	log2(mi	log2(mi	PROPN
ap-5194	88	25	)	)	PUNCT
ap-5194	88	26	·	·	PUNCT
ap-5194	88	27	pt	pt	PROPN
ap-5194	88	28	n	n	CCONJ
ap-5194	88	29	·	·	PUNCT
ap-5194	88	30	sin	sin	NOUN
ap-5194	88	31	π	π	PROPN
ap-5194	88	32	mi	mi	PROPN
ap-5194	88	33	)	)	PUNCT
ap-5194	88	34	,	,	PUNCT
ap-5194	88	35	mi	mi	PROPN
ap-5194	88	36	>	>	X
ap-5194	88	37	2	2	NUM
ap-5194	88	38	(	(	PUNCT
ap-5194	88	39	5	5	NUM
ap-5194	88	40	)	)	PUNCT
ap-5194	88	41	for	for	ADP
ap-5194	88	42	m	m	PROPN
ap-5194	88	43	-	-	ADJ
ap-5194	88	44	ary	ary	PROPN
ap-5194	88	45	qam	qam	PROPN
ap-5194	88	46	modulation	modulation	NOUN
ap-5194	88	47	signal	signal	NOUN
ap-5194	88	48	,	,	PUNCT
ap-5194	88	49	the	the	DET
ap-5194	88	50	pber	pber	NOUN
ap-5194	88	51	is	be	AUX
ap-5194	88	52	pber_mqam	pber_mqam	PROPN
ap-5194	88	53	=	=	PROPN
ap-5194	88	54	4	4	NUM
ap-5194	88	55	log2(mi	log2(mi	PROPN
ap-5194	88	56	)	)	PUNCT
ap-5194	88	57	(	(	PUNCT
ap-5194	88	58	1−	1−	NUM
ap-5194	88	59	1√	1√	PROPN
ap-5194	88	60	mi	mi	PROPN
ap-5194	88	61	)	)	PUNCT
ap-5194	88	62	q(√	q(√	X
ap-5194	88	63	3	3	NUM
ap-5194	88	64	·	·	PUNCT
ap-5194	88	65	log2(mi	log2(mi	PROPN
ap-5194	88	66	)	)	PUNCT
ap-5194	88	67	mi	mi	NOUN
ap-5194	88	68	−	−	PROPN
ap-5194	88	69	1	1	NUM
ap-5194	88	70	·	·	PUNCT
ap-5194	88	71	pt	pt	NOUN
ap-5194	88	72	n	n	NOUN
ap-5194	88	73	)	)	PUNCT
ap-5194	88	74	(	(	PUNCT
ap-5194	88	75	6	6	NUM
ap-5194	88	76	)	)	PUNCT
ap-5194	88	77	where	where	SCONJ
ap-5194	88	78	,	,	PUNCT
ap-5194	88	79	pt	pt	PROPN
ap-5194	88	80	/	/	SYM
ap-5194	88	81	n	n	PROPN
ap-5194	88	82	is	be	AUX
ap-5194	88	83	the	the	DET
ap-5194	88	84	bit	bit	NOUN
ap-5194	88	85	energy	energy	NOUN
ap-5194	88	86	-	-	PUNCT
ap-5194	88	87	to	to	ADP
ap-5194	88	88	-	-	PUNCT
ap-5194	88	89	noise	noise	NOUN
ap-5194	88	90	power	power	NOUN
ap-5194	88	91	spectral	spectral	ADJ
ap-5194	88	92	density	density	NOUN
ap-5194	88	93	ratio	ratio	NOUN
ap-5194	88	94	.	.	PUNCT
ap-5194	89	1	these	these	DET
ap-5194	89	2	objective	objective	ADJ
ap-5194	89	3	functions	function	NOUN
ap-5194	89	4	are	be	AUX
ap-5194	89	5	obtained	obtain	VERB
ap-5194	89	6	by	by	ADP
ap-5194	89	7	dividing	divide	VERB
ap-5194	89	8	the	the	DET
ap-5194	89	9	variable	variable	ADJ
ap-5194	89	10	score	score	NOUN
ap-5194	89	11	to	to	ADP
ap-5194	89	12	its	its	PRON
ap-5194	89	13	maximum	maximum	ADJ
ap-5194	89	14	possible	possible	ADJ
ap-5194	89	15	value	value	NOUN
ap-5194	89	16	to	to	PART
ap-5194	89	17	attain	attain	VERB
ap-5194	89	18	a	a	DET
ap-5194	89	19	normalized	normalize	VERB
ap-5194	89	20	range	range	NOUN
ap-5194	89	21	falling	fall	VERB
ap-5194	89	22	within	within	ADP
ap-5194	89	23	(	(	PUNCT
ap-5194	89	24	0,1	0,1	NUM
ap-5194	89	25	)	)	PUNCT
ap-5194	89	26	.	.	PUNCT
ap-5194	90	1	this	this	DET
ap-5194	90	2	normalization	normalization	NOUN
ap-5194	90	3	can	can	AUX
ap-5194	90	4	prevent	prevent	VERB
ap-5194	90	5	the	the	DET
ap-5194	90	6	optimization	optimization	NOUN
ap-5194	90	7	trend	trend	NOUN
ap-5194	90	8	from	from	ADP
ap-5194	90	9	being	be	AUX
ap-5194	90	10	attracted	attract	VERB
ap-5194	90	11	to	to	ADP
ap-5194	90	12	the	the	DET
ap-5194	90	13	objectives	objective	NOUN
ap-5194	90	14	of	of	ADP
ap-5194	90	15	relatively	relatively	ADV
ap-5194	90	16	large	large	ADJ
ap-5194	90	17	magnitudes	magnitude	NOUN
ap-5194	90	18	.	.	PUNCT
ap-5194	91	1	each	each	PRON
ap-5194	91	2	of	of	ADP
ap-5194	91	3	the	the	DET
ap-5194	91	4	three	three	NUM
ap-5194	91	5	objective	objective	ADJ
ap-5194	91	6	functions	function	NOUN
ap-5194	91	7	is	be	AUX
ap-5194	91	8	formulated	formulate	VERB
ap-5194	91	9	to	to	PART
ap-5194	91	10	be	be	AUX
ap-5194	91	11	a	a	DET
ap-5194	91	12	maximization	maximization	NOUN
ap-5194	91	13	problem	problem	NOUN
ap-5194	91	14	by	by	ADP
ap-5194	91	15	transforming	transform	VERB
ap-5194	91	16	any	any	DET
ap-5194	91	17	minimization	minimization	NOUN
ap-5194	91	18	objective	objective	NOUN
ap-5194	91	19	(	(	PUNCT
ap-5194	91	20	f	f	X
ap-5194	91	21	)	)	PUNCT
ap-5194	91	22	to	to	ADP
ap-5194	91	23	an	an	DET
ap-5194	91	24	equivalent	equivalent	NOUN
ap-5194	91	25	(	(	PUNCT
ap-5194	91	26	1−	1−	NUM
ap-5194	91	27	f	f	X
ap-5194	91	28	)	)	PUNCT
ap-5194	91	29	maximization	maximization	NOUN
ap-5194	91	30	objective	objective	NOUN
ap-5194	91	31	.	.	PUNCT
ap-5194	92	1	the	the	DET
ap-5194	92	2	three	three	NUM
ap-5194	92	3	single	single	ADJ
ap-5194	92	4	objective	objective	ADJ
ap-5194	92	5	functions	function	NOUN
ap-5194	92	6	may	may	AUX
ap-5194	92	7	interfere	interfere	VERB
ap-5194	92	8	with	with	ADP
ap-5194	92	9	each	each	DET
ap-5194	92	10	other	other	ADJ
ap-5194	92	11	.	.	PUNCT
ap-5194	93	1	for	for	ADP
ap-5194	93	2	instance	instance	NOUN
ap-5194	93	3	,	,	PUNCT
ap-5194	93	4	using	use	VERB
ap-5194	93	5	a	a	DET
ap-5194	93	6	higher	high	ADJ
ap-5194	93	7	modulation	modulation	NOUN
ap-5194	93	8	index	index	NOUN
ap-5194	93	9	for	for	ADP
ap-5194	93	10	a	a	DET
ap-5194	93	11	specific	specific	ADJ
ap-5194	93	12	modulation	modulation	NOUN
ap-5194	93	13	scheme	scheme	NOUN
ap-5194	93	14	increases	increase	VERB
ap-5194	93	15	the	the	DET
ap-5194	93	16	throughput	throughput	NOUN
ap-5194	93	17	of	of	ADP
ap-5194	93	18	the	the	DET
ap-5194	93	19	cr	cr	PROPN
ap-5194	93	20	system	system	NOUN
ap-5194	93	21	,	,	PUNCT
ap-5194	93	22	but	but	CCONJ
ap-5194	93	23	it	it	PRON
ap-5194	93	24	consequently	consequently	ADV
ap-5194	93	25	increases	increase	VERB
ap-5194	93	26	the	the	DET
ap-5194	93	27	ber	ber	NOUN
ap-5194	93	28	.	.	PUNCT
ap-5194	94	1	increasing	increase	VERB
ap-5194	94	2	the	the	DET
ap-5194	94	3	transmit	transmit	NOUN
ap-5194	94	4	power	power	NOUN
ap-5194	94	5	also	also	ADV
ap-5194	94	6	reduces	reduce	VERB
ap-5194	94	7	the	the	DET
ap-5194	94	8	ber	ber	NOUN
ap-5194	94	9	thus	thus	ADV
ap-5194	94	10	improving	improve	VERB
ap-5194	94	11	the	the	DET
ap-5194	94	12	objective	objective	ADJ
ap-5194	94	13	function	function	NOUN
ap-5194	94	14	of	of	ADP
ap-5194	94	15	minimizing	minimize	VERB
ap-5194	94	16	ber	ber	NOUN
ap-5194	94	17	.	.	PUNCT
ap-5194	95	1	however	however	ADV
ap-5194	95	2	,	,	PUNCT
ap-5194	95	3	this	this	DET
ap-5194	95	4	increment	increment	NOUN
ap-5194	95	5	of	of	ADP
ap-5194	95	6	the	the	DET
ap-5194	95	7	transmit	transmit	NOUN
ap-5194	95	8	power	power	NOUN
ap-5194	95	9	increases	increase	VERB
ap-5194	95	10	the	the	DET
ap-5194	95	11	power	power	NOUN
ap-5194	95	12	consumption	consumption	NOUN
ap-5194	95	13	,	,	PUNCT
ap-5194	95	14	and	and	CCONJ
ap-5194	95	15	thus	thus	ADV
ap-5194	95	16	reduces	reduce	VERB
ap-5194	95	17	the	the	DET
ap-5194	95	18	objective	objective	ADJ
ap-5194	95	19	function	function	NOUN
ap-5194	95	20	of	of	ADP
ap-5194	95	21	minimizing	minimize	VERB
ap-5194	95	22	the	the	DET
ap-5194	95	23	power	power	NOUN
ap-5194	95	24	consumption	consumption	NOUN
ap-5194	95	25	.	.	PUNCT
ap-5194	96	1	therefore	therefore	ADV
ap-5194	96	2	,	,	PUNCT
ap-5194	96	3	these	these	DET
ap-5194	96	4	conflicting	conflict	VERB
ap-5194	96	5	objective	objective	ADJ
ap-5194	96	6	functions	function	NOUN
ap-5194	96	7	need	need	VERB
ap-5194	96	8	to	to	PART
ap-5194	96	9	be	be	AUX
ap-5194	96	10	solved	solve	VERB
ap-5194	96	11	via	via	ADP
ap-5194	96	12	the	the	DET
ap-5194	96	13	multi	multi	ADJ
ap-5194	96	14	-	-	ADJ
ap-5194	96	15	objective	objective	ADJ
ap-5194	96	16	optimization	optimization	NOUN
ap-5194	96	17	method	method	NOUN
ap-5194	96	18	.	.	PUNCT
ap-5194	97	1	250	250	NUM
ap-5194	97	2	vol	vol	NOUN
ap-5194	97	3	.	.	PUNCT
ap-5194	98	1	59	59	NUM
ap-5194	98	2	no	no	NOUN
ap-5194	98	3	.	.	PUNCT
ap-5194	99	1	3/2019	3/2019	NUM
ap-5194	99	2	dynamic	dynamic	ADJ
ap-5194	99	3	smart	smart	ADJ
ap-5194	99	4	grid	grid	NOUN
ap-5194	99	5	communication	communication	NOUN
ap-5194	99	6	parameters	parameter	NOUN
ap-5194	99	7	.	.	PUNCT
ap-5194	99	8	.	.	PUNCT
ap-5194	99	9	.	.	PUNCT
ap-5194	100	1	objective	objective	ADJ
ap-5194	100	2	name	name	NOUN
ap-5194	100	3	description	description	NOUN
ap-5194	100	4	related	relate	VERB
ap-5194	100	5	parameters	parameter	NOUN
ap-5194	100	6	minimize	minimize	VERB
ap-5194	100	7	power	power	NOUN
ap-5194	100	8	consumption	consumption	NOUN
ap-5194	100	9	to	to	PART
ap-5194	100	10	decrease	decrease	VERB
ap-5194	100	11	the	the	DET
ap-5194	100	12	amount	amount	NOUN
ap-5194	100	13	of	of	ADP
ap-5194	100	14	power	power	NOUN
ap-5194	100	15	consumption	consumption	NOUN
ap-5194	100	16	pt	pt	NOUN
ap-5194	100	17	maximize	maximize	VERB
ap-5194	100	18	throughput	throughput	NOUN
ap-5194	100	19	to	to	PART
ap-5194	100	20	increase	increase	VERB
ap-5194	100	21	the	the	DET
ap-5194	100	22	data	datum	NOUN
ap-5194	100	23	throughput	throughput	NOUN
ap-5194	100	24	mi	mi	NOUN
ap-5194	100	25	minimize	minimize	VERB
ap-5194	100	26	the	the	DET
ap-5194	100	27	bit	bit	NOUN
ap-5194	100	28	-	-	PUNCT
ap-5194	100	29	error	error	NOUN
ap-5194	100	30	rate	rate	NOUN
ap-5194	100	31	to	to	PART
ap-5194	100	32	improve	improve	VERB
ap-5194	100	33	the	the	DET
ap-5194	100	34	overall	overall	ADJ
ap-5194	100	35	ber	ber	NOUN
ap-5194	100	36	of	of	ADP
ap-5194	100	37	the	the	DET
ap-5194	100	38	transmission	transmission	NOUN
ap-5194	100	39	environment	environment	NOUN
ap-5194	100	40	pt	pt	PROPN
ap-5194	100	41	,	,	PUNCT
ap-5194	100	42	mi	mi	PROPN
ap-5194	100	43	table	table	NOUN
ap-5194	100	44	1	1	NUM
ap-5194	100	45	.	.	X
ap-5194	100	46	cognitive	cognitive	ADJ
ap-5194	100	47	radio	radio	NOUN
ap-5194	100	48	objectives	objective	NOUN
ap-5194	100	49	and	and	CCONJ
ap-5194	100	50	related	related	ADJ
ap-5194	100	51	parameters	parameter	NOUN
ap-5194	100	52	.	.	PUNCT
ap-5194	101	1	4	4	X
ap-5194	101	2	.	.	X
ap-5194	101	3	multi	multi	ADJ
ap-5194	101	4	-	-	ADJ
ap-5194	101	5	objective	objective	ADJ
ap-5194	101	6	optimization	optimization	NOUN
ap-5194	101	7	multi	multi	ADJ
ap-5194	101	8	-	-	ADJ
ap-5194	101	9	objective	objective	ADJ
ap-5194	101	10	optimization	optimization	NOUN
ap-5194	101	11	problems	problem	NOUN
ap-5194	101	12	involve	involve	VERB
ap-5194	101	13	multiple	multiple	ADJ
ap-5194	101	14	conflicting	conflict	VERB
ap-5194	101	15	objectives	objective	NOUN
ap-5194	101	16	to	to	PART
ap-5194	101	17	be	be	AUX
ap-5194	101	18	simultaneously	simultaneously	ADV
ap-5194	101	19	optimized	optimize	VERB
ap-5194	101	20	.	.	PUNCT
ap-5194	102	1	given	give	VERB
ap-5194	102	2	the	the	DET
ap-5194	102	3	conflict	conflict	NOUN
ap-5194	102	4	objectives	objective	NOUN
ap-5194	102	5	,	,	PUNCT
ap-5194	102	6	a	a	DET
ap-5194	102	7	single	single	ADJ
ap-5194	102	8	solution	solution	NOUN
ap-5194	102	9	that	that	PRON
ap-5194	102	10	is	be	AUX
ap-5194	102	11	simultaneously	simultaneously	ADV
ap-5194	102	12	optimal	optimal	ADJ
ap-5194	102	13	with	with	ADP
ap-5194	102	14	respect	respect	NOUN
ap-5194	102	15	to	to	ADP
ap-5194	102	16	all	all	DET
ap-5194	102	17	objectives	objective	NOUN
ap-5194	102	18	does	do	AUX
ap-5194	102	19	not	not	PART
ap-5194	102	20	necessarily	necessarily	ADV
ap-5194	102	21	exist	exist	VERB
ap-5194	102	22	[	[	PUNCT
ap-5194	102	23	33	33	NUM
ap-5194	102	24	]	]	PUNCT
ap-5194	102	25	.	.	PUNCT
ap-5194	103	1	a	a	DET
ap-5194	103	2	solution	solution	NOUN
ap-5194	103	3	may	may	AUX
ap-5194	103	4	be	be	AUX
ap-5194	103	5	optimal	optimal	ADJ
ap-5194	103	6	for	for	ADP
ap-5194	103	7	one	one	NUM
ap-5194	103	8	objective	objective	NOUN
ap-5194	103	9	,	,	PUNCT
ap-5194	103	10	but	but	CCONJ
ap-5194	103	11	sub	sub	ADJ
ap-5194	103	12	-	-	ADJ
ap-5194	103	13	optimal	optimal	ADJ
ap-5194	103	14	or	or	CCONJ
ap-5194	103	15	even	even	ADV
ap-5194	103	16	poor	poor	ADJ
ap-5194	103	17	for	for	ADP
ap-5194	103	18	another	another	PRON
ap-5194	103	19	.	.	PUNCT
ap-5194	104	1	therefore	therefore	ADV
ap-5194	104	2	,	,	PUNCT
ap-5194	104	3	a	a	DET
ap-5194	104	4	set	set	NOUN
ap-5194	104	5	of	of	ADP
ap-5194	104	6	satisfied	satisfied	ADJ
ap-5194	104	7	trade	trade	NOUN
ap-5194	104	8	-	-	PUNCT
ap-5194	104	9	off	off	ADP
ap-5194	104	10	solutions	solution	NOUN
ap-5194	104	11	known	know	VERB
ap-5194	104	12	as	as	ADP
ap-5194	104	13	pareto	pareto	ADJ
ap-5194	104	14	optimal	optimal	ADJ
ap-5194	104	15	solutions	solution	NOUN
ap-5194	104	16	is	be	AUX
ap-5194	104	17	commonly	commonly	ADV
ap-5194	104	18	used	use	VERB
ap-5194	104	19	[	[	PUNCT
ap-5194	104	20	34	34	NUM
ap-5194	104	21	]	]	PUNCT
ap-5194	104	22	.	.	PUNCT
ap-5194	105	1	for	for	ADP
ap-5194	105	2	such	such	ADJ
ap-5194	105	3	solutions	solution	NOUN
ap-5194	105	4	,	,	PUNCT
ap-5194	105	5	no	no	DET
ap-5194	105	6	improvement	improvement	NOUN
ap-5194	105	7	is	be	AUX
ap-5194	105	8	possible	possible	ADJ
ap-5194	105	9	for	for	ADP
ap-5194	105	10	any	any	DET
ap-5194	105	11	objective	objective	NOUN
ap-5194	105	12	without	without	ADP
ap-5194	105	13	sacrificing	sacrifice	VERB
ap-5194	105	14	at	at	ADV
ap-5194	105	15	least	least	ADJ
ap-5194	105	16	one	one	NUM
ap-5194	105	17	of	of	ADP
ap-5194	105	18	the	the	DET
ap-5194	105	19	other	other	ADJ
ap-5194	105	20	objective	objective	ADJ
ap-5194	105	21	functions	function	NOUN
ap-5194	105	22	.	.	PUNCT
ap-5194	106	1	thus	thus	ADV
ap-5194	106	2	,	,	PUNCT
ap-5194	106	3	the	the	DET
ap-5194	106	4	main	main	ADJ
ap-5194	106	5	aim	aim	NOUN
ap-5194	106	6	of	of	ADP
ap-5194	106	7	the	the	DET
ap-5194	106	8	multi	multi	ADJ
ap-5194	106	9	-	-	ADJ
ap-5194	106	10	objective	objective	ADJ
ap-5194	106	11	optimization	optimization	NOUN
ap-5194	106	12	is	be	AUX
ap-5194	106	13	to	to	PART
ap-5194	106	14	find	find	VERB
ap-5194	106	15	the	the	DET
ap-5194	106	16	pareto	pareto	ADJ
ap-5194	106	17	optimal	optimal	ADJ
ap-5194	106	18	solutions	solution	NOUN
ap-5194	106	19	rather	rather	ADV
ap-5194	106	20	than	than	ADP
ap-5194	106	21	the	the	DET
ap-5194	106	22	optimal	optimal	ADJ
ap-5194	106	23	solutions	solution	NOUN
ap-5194	106	24	of	of	ADP
ap-5194	106	25	independent	independent	ADJ
ap-5194	106	26	objectives	objective	NOUN
ap-5194	106	27	[	[	X
ap-5194	106	28	35	35	NUM
ap-5194	106	29	]	]	PUNCT
ap-5194	106	30	.	.	PUNCT
ap-5194	107	1	one	one	NUM
ap-5194	107	2	of	of	ADP
ap-5194	107	3	the	the	DET
ap-5194	107	4	issues	issue	NOUN
ap-5194	107	5	that	that	PRON
ap-5194	107	6	arise	arise	VERB
ap-5194	107	7	when	when	SCONJ
ap-5194	107	8	solving	solve	VERB
ap-5194	107	9	multiobjective	multiobjective	ADJ
ap-5194	107	10	optimization	optimization	NOUN
ap-5194	107	11	problems	problem	NOUN
ap-5194	107	12	is	be	AUX
ap-5194	107	13	how	how	SCONJ
ap-5194	107	14	to	to	PART
ap-5194	107	15	assign	assign	VERB
ap-5194	107	16	a	a	DET
ap-5194	107	17	single	single	ADJ
ap-5194	107	18	numerical	numerical	ADJ
ap-5194	107	19	single	single	ADJ
ap-5194	107	20	value	value	NOUN
ap-5194	107	21	for	for	ADP
ap-5194	107	22	the	the	DET
ap-5194	107	23	overall	overall	ADJ
ap-5194	107	24	multiobjective	multiobjective	ADJ
ap-5194	107	25	function	function	NOUN
ap-5194	107	26	in	in	ADP
ap-5194	107	27	terms	term	NOUN
ap-5194	107	28	of	of	ADP
ap-5194	107	29	its	its	PRON
ap-5194	107	30	dependent	dependent	ADJ
ap-5194	107	31	objectives	objective	NOUN
ap-5194	107	32	and	and	CCONJ
ap-5194	107	33	corresponding	corresponding	ADJ
ap-5194	107	34	variables	variable	NOUN
ap-5194	107	35	.	.	PUNCT
ap-5194	108	1	to	to	PART
ap-5194	108	2	realize	realize	VERB
ap-5194	108	3	this	this	DET
ap-5194	108	4	aim	aim	NOUN
ap-5194	108	5	,	,	PUNCT
ap-5194	108	6	preferences	preference	NOUN
ap-5194	108	7	for	for	ADP
ap-5194	108	8	individual	individual	ADJ
ap-5194	108	9	objectives	objective	NOUN
ap-5194	108	10	are	be	AUX
ap-5194	108	11	first	first	ADV
ap-5194	108	12	identified	identify	VERB
ap-5194	108	13	and	and	CCONJ
ap-5194	108	14	numerically	numerically	ADV
ap-5194	108	15	expressed	express	VERB
ap-5194	108	16	so	so	SCONJ
ap-5194	108	17	that	that	SCONJ
ap-5194	108	18	the	the	DET
ap-5194	108	19	multiple	multiple	ADJ
ap-5194	108	20	objective	objective	ADJ
ap-5194	108	21	functions	function	NOUN
ap-5194	108	22	can	can	AUX
ap-5194	108	23	be	be	AUX
ap-5194	108	24	placed	place	VERB
ap-5194	108	25	in	in	ADP
ap-5194	108	26	a	a	DET
ap-5194	108	27	single	single	ADJ
ap-5194	108	28	scalar	scalar	ADJ
ap-5194	108	29	multiobjective	multiobjective	ADJ
ap-5194	108	30	function	function	NOUN
ap-5194	108	31	[	[	X
ap-5194	108	32	36	36	NUM
ap-5194	108	33	]	]	PUNCT
ap-5194	108	34	.	.	PUNCT
ap-5194	109	1	the	the	DET
ap-5194	109	2	aggregation	aggregation	NOUN
ap-5194	109	3	method	method	NOUN
ap-5194	109	4	has	have	AUX
ap-5194	109	5	been	be	AUX
ap-5194	109	6	used	use	VERB
ap-5194	109	7	to	to	PART
ap-5194	109	8	combine	combine	VERB
ap-5194	109	9	multiple	multiple	ADJ
ap-5194	109	10	objective	objective	ADJ
ap-5194	109	11	functions	function	NOUN
ap-5194	109	12	into	into	ADP
ap-5194	109	13	one	one	NUM
ap-5194	109	14	overall	overall	ADJ
ap-5194	109	15	utility	utility	NOUN
ap-5194	109	16	function	function	NOUN
ap-5194	109	17	.	.	PUNCT
ap-5194	110	1	in	in	ADP
ap-5194	110	2	this	this	DET
ap-5194	110	3	method	method	NOUN
ap-5194	110	4	,	,	PUNCT
ap-5194	110	5	the	the	DET
ap-5194	110	6	optimization	optimization	NOUN
ap-5194	110	7	preferences	preference	NOUN
ap-5194	110	8	are	be	AUX
ap-5194	110	9	expressed	express	VERB
ap-5194	110	10	by	by	ADP
ap-5194	110	11	the	the	DET
ap-5194	110	12	weighting	weighting	NOUN
ap-5194	110	13	coefficients	coefficient	NOUN
ap-5194	110	14	assigned	assign	VERB
ap-5194	110	15	to	to	ADP
ap-5194	110	16	individual	individual	ADJ
ap-5194	110	17	objective	objective	ADJ
ap-5194	110	18	functions	function	NOUN
ap-5194	110	19	.	.	PUNCT
ap-5194	111	1	therefore	therefore	ADV
ap-5194	111	2	,	,	PUNCT
ap-5194	111	3	the	the	DET
ap-5194	111	4	aggregation	aggregation	NOUN
ap-5194	111	5	method	method	NOUN
ap-5194	111	6	enables	enable	VERB
ap-5194	111	7	the	the	DET
ap-5194	111	8	combination	combination	NOUN
ap-5194	111	9	of	of	ADP
ap-5194	111	10	single	single	ADJ
ap-5194	111	11	-	-	PUNCT
ap-5194	111	12	objective	objective	ADJ
ap-5194	111	13	functions	function	NOUN
ap-5194	111	14	into	into	ADP
ap-5194	111	15	a	a	DET
ap-5194	111	16	single	single	ADJ
ap-5194	111	17	multiple	multiple	ADJ
ap-5194	111	18	-	-	PUNCT
ap-5194	111	19	objective	objective	ADJ
ap-5194	111	20	function	function	NOUN
ap-5194	111	21	[	[	X
ap-5194	111	22	37	37	NUM
ap-5194	111	23	]	]	PUNCT
ap-5194	111	24	.	.	PUNCT
ap-5194	112	1	the	the	DET
ap-5194	112	2	multi	multi	ADJ
ap-5194	112	3	-	-	ADJ
ap-5194	112	4	objective	objective	ADJ
ap-5194	112	5	function	function	NOUN
ap-5194	112	6	can	can	AUX
ap-5194	112	7	be	be	AUX
ap-5194	112	8	defined	define	VERB
ap-5194	112	9	for	for	ADP
ap-5194	112	10	the	the	DET
ap-5194	112	11	weighted	weight	VERB
ap-5194	112	12	sum	sum	NOUN
ap-5194	112	13	of	of	ADP
ap-5194	112	14	m	m	PROPN
ap-5194	112	15	objectives	objective	NOUN
ap-5194	112	16	as	as	ADP
ap-5194	112	17	[	[	X
ap-5194	112	18	36	36	NUM
ap-5194	112	19	]	]	PUNCT
ap-5194	112	20	f(x	f(x	PROPN
ap-5194	112	21	)	)	PUNCT
ap-5194	113	1	=	=	PUNCT
ap-5194	113	2	m∑	m∑	CCONJ
ap-5194	113	3	i=1	i=1	PROPN
ap-5194	113	4	wifi(x	wifi(x	PROPN
ap-5194	113	5	)	)	PUNCT
ap-5194	113	6	(	(	PUNCT
ap-5194	113	7	7	7	X
ap-5194	113	8	)	)	PUNCT
ap-5194	113	9	subject	subject	NOUN
ap-5194	113	10	to	to	ADP
ap-5194	113	11	∑m	∑m	PROPN
ap-5194	113	12	i=1	i=1	PROPN
ap-5194	113	13	wi	wi	PROPN
ap-5194	114	1	=	=	SYM
ap-5194	114	2	1	1	NUM
ap-5194	114	3	and	and	CCONJ
ap-5194	114	4	wi	wi	PROPN
ap-5194	114	5	≥	≥	X
ap-5194	114	6	0	0	PUNCT
ap-5194	115	1	where	where	SCONJ
ap-5194	115	2	,	,	PUNCT
ap-5194	115	3	m	m	PROPN
ap-5194	115	4	is	be	AUX
ap-5194	115	5	the	the	DET
ap-5194	115	6	number	number	NOUN
ap-5194	115	7	of	of	ADP
ap-5194	115	8	possible	possible	ADJ
ap-5194	115	9	individual	individual	ADJ
ap-5194	115	10	objective	objective	ADJ
ap-5194	115	11	functions	function	NOUN
ap-5194	115	12	.	.	PUNCT
ap-5194	116	1	for	for	ADP
ap-5194	116	2	the	the	DET
ap-5194	116	3	current	current	ADJ
ap-5194	116	4	optimization	optimization	NOUN
ap-5194	116	5	problem	problem	NOUN
ap-5194	116	6	(	(	PUNCT
ap-5194	116	7	i.e.	i.e.	X
ap-5194	116	8	,	,	PUNCT
ap-5194	116	9	m	m	VERB
ap-5194	116	10	=	=	NOUN
ap-5194	116	11	3	3	NUM
ap-5194	116	12	)	)	PUNCT
ap-5194	116	13	,	,	PUNCT
ap-5194	116	14	we	we	PRON
ap-5194	116	15	can	can	AUX
ap-5194	116	16	rewrite	rewrite	VERB
ap-5194	116	17	(	(	PUNCT
ap-5194	116	18	7	7	NUM
ap-5194	116	19	)	)	PUNCT
ap-5194	116	20	as	as	SCONJ
ap-5194	116	21	follows	follow	VERB
ap-5194	116	22	:	:	PUNCT
ap-5194	116	23	fmultiple	fmultiple	ADJ
ap-5194	116	24	=	=	PUNCT
ap-5194	116	25	w1·(fmin−power)+w2·(fmax−throughput)+	w1·(fmin−power)+w2·(fmax−throughput)+	X
ap-5194	116	26	+	+	CCONJ
ap-5194	116	27	w3	w3	PROPN
ap-5194	116	28	·	·	PUNCT
ap-5194	116	29	(	(	PUNCT
ap-5194	116	30	fmin−ber	fmin−ber	PROPN
ap-5194	116	31	)	)	PUNCT
ap-5194	116	32	(	(	PUNCT
ap-5194	116	33	8)	8)	NUM
ap-5194	116	34	where	where	SCONJ
ap-5194	116	35	the	the	DET
ap-5194	116	36	weight	weight	NOUN
ap-5194	116	37	vector	vector	NOUN
ap-5194	116	38	wi	wi	PROPN
ap-5194	116	39	,	,	PUNCT
ap-5194	116	40	determined	determine	VERB
ap-5194	116	41	by	by	ADP
ap-5194	116	42	the	the	DET
ap-5194	116	43	three	three	NUM
ap-5194	116	44	distinct	distinct	ADJ
ap-5194	116	45	cr	cr	NOUN
ap-5194	116	46	transmission	transmission	NOUN
ap-5194	116	47	modes	mode	NOUN
ap-5194	116	48	or	or	CCONJ
ap-5194	116	49	scenarios	scenario	NOUN
ap-5194	116	50	,	,	PUNCT
ap-5194	116	51	is	be	AUX
ap-5194	116	52	defined	define	VERB
ap-5194	116	53	by	by	ADP
ap-5194	116	54	assigning	assign	VERB
ap-5194	116	55	a	a	DET
ap-5194	116	56	higher	high	ADJ
ap-5194	116	57	weight	weight	NOUN
ap-5194	116	58	to	to	ADP
ap-5194	116	59	a	a	DET
ap-5194	116	60	specific	specific	ADJ
ap-5194	116	61	objective	objective	NOUN
ap-5194	116	62	and	and	CCONJ
ap-5194	116	63	lower	low	ADJ
ap-5194	116	64	weights	weight	NOUN
ap-5194	116	65	to	to	ADP
ap-5194	116	66	the	the	DET
ap-5194	116	67	others	other	NOUN
ap-5194	116	68	.	.	PUNCT
ap-5194	117	1	in	in	ADP
ap-5194	117	2	addition	addition	NOUN
ap-5194	117	3	,	,	PUNCT
ap-5194	117	4	another	another	DET
ap-5194	117	5	mode	mode	NOUN
ap-5194	117	6	is	be	AUX
ap-5194	117	7	introduced	introduce	VERB
ap-5194	117	8	through	through	ADP
ap-5194	117	9	a	a	DET
ap-5194	117	10	fair	fair	ADJ
ap-5194	117	11	distribution	distribution	NOUN
ap-5194	117	12	of	of	ADP
ap-5194	117	13	weights	weight	NOUN
ap-5194	117	14	among	among	ADP
ap-5194	117	15	the	the	DET
ap-5194	117	16	three	three	NUM
ap-5194	117	17	objectives	objective	NOUN
ap-5194	117	18	.	.	PUNCT
ap-5194	118	1	different	different	ADJ
ap-5194	118	2	modes	mode	NOUN
ap-5194	118	3	for	for	ADP
ap-5194	118	4	the	the	DET
ap-5194	118	5	weighing	weigh	VERB
ap-5194	118	6	coefficients	coefficient	NOUN
ap-5194	118	7	are	be	AUX
ap-5194	118	8	defined	define	VERB
ap-5194	118	9	by	by	ADP
ap-5194	118	10	assigning	assign	VERB
ap-5194	118	11	a	a	DET
ap-5194	118	12	different	different	ADJ
ap-5194	118	13	weight	weight	NOUN
ap-5194	118	14	to	to	ADP
ap-5194	118	15	the	the	DET
ap-5194	118	16	fitness	fitness	NOUN
ap-5194	118	17	function	function	NOUN
ap-5194	118	18	of	of	ADP
ap-5194	118	19	each	each	DET
ap-5194	118	20	objective	objective	NOUN
ap-5194	118	21	.	.	PUNCT
ap-5194	119	1	the	the	DET
ap-5194	119	2	aggregation	aggregation	NOUN
ap-5194	119	3	(	(	PUNCT
ap-5194	119	4	weighted	weight	VERB
ap-5194	119	5	sum	sum	NOUN
ap-5194	119	6	)	)	PUNCT
ap-5194	119	7	method	method	NOUN
ap-5194	119	8	is	be	AUX
ap-5194	119	9	considered	consider	VERB
ap-5194	119	10	a	a	DET
ap-5194	119	11	flexible	flexible	ADJ
ap-5194	119	12	mechanism	mechanism	NOUN
ap-5194	119	13	to	to	PART
ap-5194	119	14	steer	steer	VERB
ap-5194	119	15	the	the	DET
ap-5194	119	16	optimization	optimization	NOUN
ap-5194	119	17	process	process	NOUN
ap-5194	119	18	towards	towards	ADP
ap-5194	119	19	the	the	DET
ap-5194	119	20	highest	high	ADJ
ap-5194	119	21	priority	priority	NOUN
ap-5194	119	22	objective	objective	NOUN
ap-5194	119	23	of	of	ADP
ap-5194	119	24	a	a	DET
ap-5194	119	25	higher	high	ADJ
ap-5194	119	26	weight	weight	NOUN
ap-5194	119	27	.	.	PUNCT
ap-5194	120	1	the	the	DET
ap-5194	120	2	resulting	result	VERB
ap-5194	120	3	four	four	NUM
ap-5194	120	4	modes	mode	NOUN
ap-5194	120	5	(	(	PUNCT
ap-5194	120	6	weight	weight	NOUN
ap-5194	120	7	vectors	vector	NOUN
ap-5194	120	8	)	)	PUNCT
ap-5194	120	9	are	be	AUX
ap-5194	120	10	identified	identify	VERB
ap-5194	120	11	in	in	ADP
ap-5194	120	12	table	table	NOUN
ap-5194	120	13	2	2	NUM
ap-5194	120	14	for	for	ADP
ap-5194	120	15	the	the	DET
ap-5194	120	16	comparison	comparison	NOUN
ap-5194	120	17	of	of	ADP
ap-5194	120	18	results	result	NOUN
ap-5194	120	19	,	,	PUNCT
ap-5194	120	20	as	as	SCONJ
ap-5194	120	21	obtained	obtain	VERB
ap-5194	120	22	in	in	ADP
ap-5194	120	23	[	[	X
ap-5194	120	24	25	25	NUM
ap-5194	120	25	]	]	PUNCT
ap-5194	120	26	.	.	PUNCT
ap-5194	121	1	each	each	DET
ap-5194	121	2	multi	multi	ADJ
ap-5194	121	3	-	-	ADJ
ap-5194	121	4	objective	objective	ADJ
ap-5194	121	5	fitness	fitness	NOUN
ap-5194	121	6	function	function	NOUN
ap-5194	121	7	is	be	AUX
ap-5194	121	8	obtained	obtain	VERB
ap-5194	121	9	by	by	ADP
ap-5194	121	10	plugging	plug	VERB
ap-5194	121	11	in	in	ADP
ap-5194	121	12	the	the	DET
ap-5194	121	13	corresponding	corresponding	ADJ
ap-5194	121	14	weighing	weighing	NOUN
ap-5194	121	15	vector	vector	NOUN
ap-5194	121	16	into	into	ADP
ap-5194	121	17	equation	equation	NOUN
ap-5194	121	18	(	(	PUNCT
ap-5194	121	19	8)	8)	NUM
ap-5194	121	20	.	.	NOUN
ap-5194	121	21	5	5	NUM
ap-5194	121	22	.	.	NOUN
ap-5194	121	23	differential	differential	ADJ
ap-5194	121	24	evolution	evolution	NOUN
ap-5194	121	25	evolutionary	evolutionary	ADJ
ap-5194	121	26	multi	multi	ADJ
ap-5194	121	27	-	-	ADJ
ap-5194	121	28	objective	objective	ADJ
ap-5194	121	29	optimization	optimization	NOUN
ap-5194	121	30	(	(	PUNCT
ap-5194	121	31	emo	emo	NOUN
ap-5194	121	32	)	)	PUNCT
ap-5194	121	33	algorithms	algorithm	NOUN
ap-5194	121	34	are	be	AUX
ap-5194	121	35	powerful	powerful	ADJ
ap-5194	121	36	tools	tool	NOUN
ap-5194	121	37	to	to	PART
ap-5194	121	38	solve	solve	VERB
ap-5194	121	39	multi	multi	ADJ
ap-5194	121	40	-	-	ADJ
ap-5194	121	41	objective	objective	ADJ
ap-5194	121	42	optimization	optimization	NOUN
ap-5194	121	43	and	and	CCONJ
ap-5194	121	44	decision	decision	NOUN
ap-5194	121	45	problems	problem	NOUN
ap-5194	122	1	[	[	X
ap-5194	122	2	38	38	NUM
ap-5194	122	3	]	]	PUNCT
ap-5194	122	4	,	,	PUNCT
ap-5194	122	5	and	and	CCONJ
ap-5194	122	6	an	an	DET
ap-5194	122	7	emo	emo	NOUN
ap-5194	122	8	-	-	PUNCT
ap-5194	122	9	based	base	VERB
ap-5194	122	10	crde	crde	NOUN
ap-5194	122	11	can	can	AUX
ap-5194	122	12	support	support	VERB
ap-5194	122	13	awareness	awareness	NOUN
ap-5194	122	14	-	-	PUNCT
ap-5194	122	15	processing	processing	NOUN
ap-5194	122	16	,	,	PUNCT
ap-5194	122	17	decision	decision	NOUN
ap-5194	122	18	-	-	PUNCT
ap-5194	122	19	making	making	NOUN
ap-5194	122	20	,	,	PUNCT
ap-5194	122	21	and	and	CCONJ
ap-5194	122	22	learning	learn	VERB
ap-5194	122	23	elements	element	NOUN
ap-5194	122	24	of	of	ADP
ap-5194	122	25	a	a	DET
ap-5194	122	26	cognitive	cognitive	ADJ
ap-5194	122	27	functionality	functionality	NOUN
ap-5194	122	28	[	[	X
ap-5194	122	29	29	29	NUM
ap-5194	122	30	]	]	PUNCT
ap-5194	122	31	.	.	PUNCT
ap-5194	123	1	the	the	DET
ap-5194	123	2	differential	differential	ADJ
ap-5194	123	3	evolution	evolution	NOUN
ap-5194	123	4	(	(	PUNCT
ap-5194	123	5	de	de	ADJ
ap-5194	123	6	)	)	PUNCT
ap-5194	123	7	is	be	AUX
ap-5194	123	8	a	a	DET
ap-5194	123	9	stochastic	stochastic	NOUN
ap-5194	123	10	,	,	PUNCT
ap-5194	123	11	population	population	NOUN
ap-5194	123	12	-	-	PUNCT
ap-5194	123	13	based	base	VERB
ap-5194	123	14	optimization	optimization	NOUN
ap-5194	123	15	algorithm	algorithm	NOUN
ap-5194	123	16	developed	develop	VERB
ap-5194	123	17	by	by	ADP
ap-5194	123	18	storn	storn	ADJ
ap-5194	123	19	and	and	CCONJ
ap-5194	123	20	price	price	NOUN
ap-5194	123	21	[	[	X
ap-5194	123	22	39	39	NUM
ap-5194	123	23	]	]	PUNCT
ap-5194	123	24	.	.	PUNCT
ap-5194	124	1	the	the	DET
ap-5194	124	2	key	key	ADJ
ap-5194	124	3	difference	difference	NOUN
ap-5194	124	4	between	between	ADP
ap-5194	124	5	the	the	DET
ap-5194	124	6	de	de	X
ap-5194	124	7	and	and	CCONJ
ap-5194	124	8	other	other	ADJ
ap-5194	124	9	evolutionary	evolutionary	ADJ
ap-5194	124	10	algorithms	algorithm	NOUN
ap-5194	124	11	(	(	PUNCT
ap-5194	124	12	ga	ga	NOUN
ap-5194	124	13	/	/	SYM
ap-5194	124	14	pso	pso	NOUN
ap-5194	124	15	)	)	PUNCT
ap-5194	124	16	is	be	AUX
ap-5194	124	17	in	in	ADP
ap-5194	124	18	the	the	DET
ap-5194	124	19	mechanism	mechanism	NOUN
ap-5194	124	20	for	for	ADP
ap-5194	124	21	generating	generate	VERB
ap-5194	124	22	new	new	ADJ
ap-5194	124	23	solutions	solution	NOUN
ap-5194	124	24	.	.	PUNCT
ap-5194	125	1	different	different	ADJ
ap-5194	125	2	from	from	ADP
ap-5194	125	3	ga	ga	PROPN
ap-5194	125	4	/	/	SYM
ap-5194	125	5	pso	pso	NOUN
ap-5194	125	6	,	,	PUNCT
ap-5194	125	7	the	the	DET
ap-5194	125	8	de	de	X
ap-5194	125	9	generates	generate	VERB
ap-5194	125	10	a	a	DET
ap-5194	125	11	new	new	ADJ
ap-5194	125	12	solution	solution	NOUN
ap-5194	125	13	by	by	ADP
ap-5194	125	14	combining	combine	VERB
ap-5194	125	15	several	several	ADJ
ap-5194	125	16	solutions	solution	NOUN
ap-5194	125	17	with	with	ADP
ap-5194	125	18	the	the	DET
ap-5194	125	19	candidate	candidate	NOUN
ap-5194	125	20	solution	solution	NOUN
ap-5194	125	21	.	.	PUNCT
ap-5194	126	1	the	the	DET
ap-5194	126	2	population	population	NOUN
ap-5194	126	3	in	in	ADP
ap-5194	126	4	the	the	DET
ap-5194	126	5	de	de	X
ap-5194	126	6	evolves	evolve	NOUN
ap-5194	126	7	through	through	ADP
ap-5194	126	8	repeated	repeat	VERB
ap-5194	126	9	cycles	cycle	NOUN
ap-5194	126	10	of	of	ADP
ap-5194	126	11	mutation	mutation	NOUN
ap-5194	126	12	,	,	PUNCT
ap-5194	126	13	crossover	crossover	NOUN
ap-5194	126	14	,	,	PUNCT
ap-5194	126	15	and	and	CCONJ
ap-5194	126	16	selection	selection	NOUN
ap-5194	126	17	,	,	PUNCT
ap-5194	126	18	unlike	unlike	ADP
ap-5194	126	19	the	the	DET
ap-5194	126	20	ones	one	NOUN
ap-5194	126	21	used	use	VERB
ap-5194	126	22	in	in	ADP
ap-5194	126	23	the	the	DET
ap-5194	126	24	ga	ga	PROPN
ap-5194	127	1	[	[	X
ap-5194	127	2	32].the	32].the	PRON
ap-5194	127	3	classical	classical	ADJ
ap-5194	127	4	de	de	X
ap-5194	127	5	has	have	VERB
ap-5194	127	6	four	four	NUM
ap-5194	127	7	main	main	ADJ
ap-5194	127	8	stages	stage	NOUN
ap-5194	127	9	:	:	PUNCT
ap-5194	127	10	initialization	initialization	NOUN
ap-5194	127	11	,	,	PUNCT
ap-5194	127	12	mutation	mutation	NOUN
ap-5194	127	13	,	,	PUNCT
ap-5194	127	14	crossover	crossover	NOUN
ap-5194	127	15	,	,	PUNCT
ap-5194	127	16	and	and	CCONJ
ap-5194	127	17	selection	selection	NOUN
ap-5194	127	18	[	[	X
ap-5194	127	19	36	36	NUM
ap-5194	127	20	]	]	PUNCT
ap-5194	127	21	.	.	PUNCT
ap-5194	128	1	furthermore	furthermore	ADV
ap-5194	128	2	,	,	PUNCT
ap-5194	128	3	three	three	NUM
ap-5194	128	4	control	control	NOUN
ap-5194	128	5	parameters	parameter	NOUN
ap-5194	128	6	exist	exist	VERB
ap-5194	128	7	:	:	PUNCT
ap-5194	128	8	f	f	PROPN
ap-5194	128	9	,	,	PUNCT
ap-5194	128	10	cr	cr	PROPN
ap-5194	128	11	,	,	PUNCT
ap-5194	128	12	and	and	CCONJ
ap-5194	128	13	np	np	INTJ
ap-5194	128	14	.	.	PUNCT
ap-5194	129	1	f	f	PROPN
ap-5194	129	2	is	be	AUX
ap-5194	129	3	the	the	DET
ap-5194	129	4	scaling	scaling	ADJ
ap-5194	129	5	factor	factor	NOUN
ap-5194	129	6	that	that	PRON
ap-5194	129	7	typically	typically	ADV
ap-5194	129	8	controls	control	VERB
ap-5194	129	9	the	the	DET
ap-5194	129	10	differential	differential	ADJ
ap-5194	129	11	mutation	mutation	NOUN
ap-5194	129	12	process	process	NOUN
ap-5194	129	13	between	between	ADP
ap-5194	129	14	(	(	PUNCT
ap-5194	129	15	0	0	NUM
ap-5194	129	16	and	and	CCONJ
ap-5194	129	17	1	1	NUM
ap-5194	129	18	)	)	PUNCT
ap-5194	129	19	.	.	PUNCT
ap-5194	130	1	cr	cr	PROPN
ap-5194	130	2	is	be	AUX
ap-5194	130	3	the	the	DET
ap-5194	130	4	crossover	crossover	NOUN
ap-5194	130	5	rate	rate	NOUN
ap-5194	130	6	,	,	PUNCT
ap-5194	130	7	which	which	PRON
ap-5194	130	8	involves	involve	VERB
ap-5194	130	9	the	the	DET
ap-5194	130	10	probability	probability	NOUN
ap-5194	130	11	that	that	SCONJ
ap-5194	130	12	a	a	DET
ap-5194	130	13	trial	trial	NOUN
ap-5194	130	14	vector	vector	NOUN
ap-5194	130	15	is	be	AUX
ap-5194	130	16	selected	select	VERB
ap-5194	130	17	.	.	PUNCT
ap-5194	131	1	np	np	INTJ
ap-5194	131	2	is	be	AUX
ap-5194	131	3	the	the	DET
ap-5194	131	4	current	current	ADJ
ap-5194	131	5	population	population	NOUN
ap-5194	131	6	size	size	NOUN
ap-5194	131	7	,	,	PUNCT
ap-5194	131	8	i.e.	i.e.	X
ap-5194	131	9	,	,	PUNCT
ap-5194	131	10	the	the	DET
ap-5194	131	11	number	number	NOUN
ap-5194	131	12	of	of	ADP
ap-5194	131	13	competing	compete	VERB
ap-5194	131	14	solutions	solution	NOUN
ap-5194	131	15	for	for	ADP
ap-5194	131	16	any	any	DET
ap-5194	131	17	given	give	VERB
ap-5194	131	18	generation	generation	NOUN
ap-5194	131	19	g.	g.	NOUN
ap-5194	131	20	5.1	5.1	NUM
ap-5194	131	21	.	.	PUNCT
ap-5194	132	1	initialization	initialization	NOUN
ap-5194	132	2	the	the	DET
ap-5194	132	3	initial	initial	ADJ
ap-5194	132	4	population	population	NOUN
ap-5194	132	5	should	should	AUX
ap-5194	132	6	generate	generate	VERB
ap-5194	132	7	random	random	ADJ
ap-5194	132	8	individuals	individual	NOUN
ap-5194	132	9	within	within	ADP
ap-5194	132	10	the	the	DET
ap-5194	132	11	entire	entire	ADJ
ap-5194	132	12	search	search	NOUN
ap-5194	132	13	space	space	NOUN
ap-5194	132	14	.	.	PUNCT
ap-5194	133	1	the	the	DET
ap-5194	133	2	search	search	NOUN
ap-5194	133	3	space	space	NOUN
ap-5194	133	4	is	be	AUX
ap-5194	133	5	prescribed	prescribe	VERB
ap-5194	133	6	by	by	ADP
ap-5194	133	7	lower	low	ADJ
ap-5194	133	8	and	and	CCONJ
ap-5194	133	9	upper	upper	ADJ
ap-5194	133	10	bounds	bound	NOUN
ap-5194	133	11	for	for	ADP
ap-5194	133	12	each	each	DET
ap-5194	133	13	parameter	parameter	NOUN
ap-5194	133	14	of	of	ADP
ap-5194	133	15	the	the	DET
ap-5194	133	16	optimization	optimization	NOUN
ap-5194	133	17	problem	problem	NOUN
ap-5194	133	18	[	[	X
ap-5194	133	19	40	40	NUM
ap-5194	133	20	]	]	PUNCT
ap-5194	133	21	.	.	PUNCT
ap-5194	134	1	the	the	DET
ap-5194	134	2	ith	ith	PROPN
ap-5194	134	3	parameter	parameter	NOUN
ap-5194	134	4	(	(	PUNCT
ap-5194	134	5	i	i	NOUN
ap-5194	134	6	=	=	NOUN
ap-5194	134	7	1	1	NUM
ap-5194	134	8	,	,	PUNCT
ap-5194	134	9	2	2	NUM
ap-5194	134	10	,	,	PUNCT
ap-5194	134	11	.	.	PUNCT
ap-5194	134	12	.	.	PUNCT
ap-5194	134	13	.	.	PUNCT
ap-5194	135	1	,	,	PUNCT
ap-5194	135	2	d	d	X
ap-5194	135	3	,	,	PUNCT
ap-5194	135	4	where	where	SCONJ
ap-5194	135	5	d	d	NOUN
ap-5194	135	6	is	be	AUX
ap-5194	135	7	the	the	DET
ap-5194	135	8	total	total	ADJ
ap-5194	135	9	number	number	NOUN
ap-5194	135	10	of	of	ADP
ap-5194	135	11	decision	decision	NOUN
ap-5194	135	12	variables	variable	NOUN
ap-5194	135	13	)	)	PUNCT
ap-5194	135	14	of	of	ADP
ap-5194	135	15	the	the	DET
ap-5194	135	16	jth	jth	PROPN
ap-5194	135	17	individual	individual	ADJ
ap-5194	135	18	vector	vector	NOUN
ap-5194	135	19	(	(	PUNCT
ap-5194	135	20	j	j	NOUN
ap-5194	135	21	=	=	SYM
ap-5194	135	22	1	1	NUM
ap-5194	135	23	,	,	PUNCT
ap-5194	135	24	2	2	NUM
ap-5194	135	25	,	,	PUNCT
ap-5194	135	26	.	.	PUNCT
ap-5194	135	27	.	.	PUNCT
ap-5194	135	28	.	.	PUNCT
ap-5194	136	1	,	,	PUNCT
ap-5194	136	2	np	np	X
ap-5194	136	3	)	)	PUNCT
ap-5194	136	4	at	at	ADP
ap-5194	136	5	g	g	NOUN
ap-5194	136	6	=	=	SYM
ap-5194	136	7	1	1	NUM
ap-5194	136	8	is	be	AUX
ap-5194	136	9	initialized	initialize	VERB
ap-5194	136	10	as	as	SCONJ
ap-5194	136	11	follows	follow	VERB
ap-5194	136	12	[	[	X
ap-5194	136	13	40	40	NUM
ap-5194	136	14	]	]	X
ap-5194	136	15	:	:	PUNCT
ap-5194	137	1	x1	x1	PROPN
ap-5194	137	2	j	j	PROPN
ap-5194	137	3	,	,	PUNCT
ap-5194	137	4	i	i	PROPN
ap-5194	137	5	=	=	SYM
ap-5194	137	6	xj	xj	PROPN
ap-5194	137	7	,	,	PUNCT
ap-5194	137	8	min	min	PROPN
ap-5194	137	9	+	+	CCONJ
ap-5194	137	10	randj(0	randj(0	PROPN
ap-5194	137	11	,	,	PUNCT
ap-5194	137	12	1)(xj	1)(xj	PRON
ap-5194	137	13	,	,	PUNCT
ap-5194	137	14	max	max	PROPN
ap-5194	137	15	−	−	PROPN
ap-5194	137	16	xj	xj	PROPN
ap-5194	137	17	,	,	PUNCT
ap-5194	137	18	min	min	PROPN
ap-5194	137	19	)	)	PUNCT
ap-5194	137	20	(	(	PUNCT
ap-5194	137	21	9	9	NUM
ap-5194	137	22	)	)	PUNCT
ap-5194	137	23	251	251	NUM
ap-5194	137	24	h.	h.	PROPN
ap-5194	137	25	t.	t.	PROPN
ap-5194	137	26	haider	haider	PROPN
ap-5194	137	27	,	,	PUNCT
ap-5194	137	28	d.	d.	PROPN
ap-5194	137	29	h.	h.	PROPN
ap-5194	137	30	muhsen	muhsen	PROPN
ap-5194	137	31	,	,	PUNCT
ap-5194	137	32	h.	h.	PROPN
ap-5194	137	33	i.	i.	PROPN
ap-5194	137	34	shahadi	shahadi	PROPN
ap-5194	137	35	et	et	PROPN
ap-5194	137	36	al	al	PROPN
ap-5194	137	37	.	.	PROPN
ap-5194	137	38	acta	acta	PROPN
ap-5194	137	39	polytechnica	polytechnica	PROPN
ap-5194	137	40	transmission	transmission	NOUN
ap-5194	137	41	mode	mode	NOUN
ap-5194	137	42	weighting	weight	VERB
ap-5194	137	43	vector	vector	NOUN
ap-5194	137	44	[	[	X
ap-5194	137	45	w1	w1	NOUN
ap-5194	137	46	,	,	PUNCT
ap-5194	137	47	w2	w2	NOUN
ap-5194	137	48	,	,	PUNCT
ap-5194	137	49	w3	w3	PROPN
ap-5194	137	50	]	]	PUNCT
ap-5194	137	51	mode	mode	NOUN
ap-5194	137	52	power	power	NOUN
ap-5194	137	53	saving	saving	NOUN
ap-5194	137	54	mode	mode	NOUN
ap-5194	137	55	(	(	PUNCT
ap-5194	137	56	minimum	minimum	NOUN
ap-5194	137	57	transmit	transmit	NOUN
ap-5194	137	58	power	power	NOUN
ap-5194	137	59	)	)	PUNCT
ap-5194	138	1	[	[	X
ap-5194	138	2	0.8	0.8	NUM
ap-5194	138	3	,	,	PUNCT
ap-5194	138	4	0.05	0.05	NUM
ap-5194	138	5	,	,	PUNCT
ap-5194	138	6	0.15	0.15	NUM
ap-5194	138	7	]	]	PUNCT
ap-5194	138	8	psm	psm	VERB
ap-5194	138	9	high	high	ADJ
ap-5194	138	10	throughput	throughput	NOUN
ap-5194	138	11	mode	mode	NOUN
ap-5194	138	12	(	(	PUNCT
ap-5194	138	13	maximize	maximize	VERB
ap-5194	138	14	throughput	throughput	NOUN
ap-5194	138	15	)	)	PUNCT
ap-5194	139	1	[	[	X
ap-5194	139	2	0.15	0.15	NUM
ap-5194	139	3	,	,	PUNCT
ap-5194	139	4	0.8	0.8	NUM
ap-5194	139	5	,	,	PUNCT
ap-5194	139	6	0.05	0.05	NUM
ap-5194	139	7	]	]	PUNCT
ap-5194	139	8	htm	htm	PROPN
ap-5194	139	9	emergency	emergency	NOUN
ap-5194	139	10	communication	communication	NOUN
ap-5194	139	11	mode	mode	NOUN
ap-5194	139	12	(	(	PUNCT
ap-5194	139	13	minimize	minimize	VERB
ap-5194	139	14	bit	bit	NOUN
ap-5194	139	15	-	-	PUNCT
ap-5194	139	16	error	error	NOUN
ap-5194	139	17	rate	rate	NOUN
ap-5194	139	18	)	)	PUNCT
ap-5194	140	1	[	[	X
ap-5194	140	2	0.05	0.05	NUM
ap-5194	140	3	,	,	PUNCT
ap-5194	140	4	0.15	0.15	NUM
ap-5194	140	5	,	,	PUNCT
ap-5194	140	6	0.8	0.8	NUM
ap-5194	140	7	]	]	PUNCT
ap-5194	140	8	ecm	ecm	PROPN
ap-5194	140	9	balance	balance	NOUN
ap-5194	140	10	mode	mode	NOUN
ap-5194	140	11	(	(	PUNCT
ap-5194	140	12	equal	equal	ADJ
ap-5194	140	13	priority	priority	NOUN
ap-5194	140	14	)	)	PUNCT
ap-5194	141	1	[	[	X
ap-5194	141	2	1/3	1/3	NUM
ap-5194	141	3	,	,	PUNCT
ap-5194	141	4	1/3	1/3	NUM
ap-5194	141	5	,	,	PUNCT
ap-5194	141	6	1/3	1/3	NUM
ap-5194	141	7	]	]	X
ap-5194	141	8	blm	blm	PROPN
ap-5194	141	9	table	table	NOUN
ap-5194	141	10	2	2	NUM
ap-5194	141	11	.	.	PUNCT
ap-5194	141	12	definition	definition	NOUN
ap-5194	141	13	of	of	ADP
ap-5194	141	14	cr	cr	PROPN
ap-5194	141	15	transmission	transmission	NOUN
ap-5194	141	16	modes	mode	NOUN
ap-5194	141	17	and	and	CCONJ
ap-5194	141	18	weights	weight	NOUN
ap-5194	141	19	[	[	X
ap-5194	141	20	21	21	NUM
ap-5194	141	21	,	,	PUNCT
ap-5194	141	22	22	22	NUM
ap-5194	141	23	,	,	PUNCT
ap-5194	141	24	25–27	25–27	NUM
ap-5194	141	25	]	]	X
ap-5194	141	26	.	.	PUNCT
ap-5194	142	1	where	where	SCONJ
ap-5194	142	2	,	,	PUNCT
ap-5194	142	3	randj(0	randj(0	PROPN
ap-5194	142	4	,	,	PUNCT
ap-5194	142	5	1	1	NUM
ap-5194	142	6	)	)	PUNCT
ap-5194	142	7	is	be	AUX
ap-5194	142	8	a	a	DET
ap-5194	142	9	random	random	ADJ
ap-5194	142	10	number	number	NOUN
ap-5194	142	11	within	within	ADP
ap-5194	142	12	(	(	PUNCT
ap-5194	142	13	0,1	0,1	NUM
ap-5194	142	14	)	)	PUNCT
ap-5194	142	15	interval	interval	NOUN
ap-5194	142	16	,	,	PUNCT
ap-5194	142	17	which	which	PRON
ap-5194	142	18	is	be	AUX
ap-5194	142	19	multiplied	multiply	VERB
ap-5194	142	20	by	by	ADP
ap-5194	142	21	the	the	DET
ap-5194	142	22	interval	interval	NOUN
ap-5194	142	23	length	length	NOUN
ap-5194	142	24	,	,	PUNCT
ap-5194	142	25	(	(	PUNCT
ap-5194	142	26	xj	xj	PROPN
ap-5194	142	27	,	,	PUNCT
ap-5194	142	28	max	max	PROPN
ap-5194	142	29	−	−	PROPN
ap-5194	142	30	xj	xj	PROPN
ap-5194	142	31	,	,	PUNCT
ap-5194	142	32	min	min	PROPN
ap-5194	142	33	)	)	PUNCT
ap-5194	142	34	to	to	PART
ap-5194	142	35	ensure	ensure	VERB
ap-5194	142	36	a	a	DET
ap-5194	142	37	distributed	distribute	VERB
ap-5194	142	38	sampling	sampling	NOUN
ap-5194	142	39	of	of	ADP
ap-5194	142	40	the	the	DET
ap-5194	142	41	parameter	parameter	NOUN
ap-5194	142	42	’s	’s	PART
ap-5194	142	43	domain	domain	NOUN
ap-5194	142	44	interval	interval	NOUN
ap-5194	142	45	[	[	X
ap-5194	142	46	xj	xj	PROPN
ap-5194	142	47	,	,	PUNCT
ap-5194	142	48	max	max	PROPN
ap-5194	142	49	−	−	PROPN
ap-5194	142	50	xj	xj	PROPN
ap-5194	142	51	,	,	PUNCT
ap-5194	142	52	min	min	NOUN
ap-5194	142	53	]	]	X
ap-5194	142	54	.	.	PUNCT
ap-5194	143	1	different	different	ADJ
ap-5194	143	2	approaches	approach	NOUN
ap-5194	143	3	can	can	AUX
ap-5194	143	4	be	be	AUX
ap-5194	143	5	used	use	VERB
ap-5194	143	6	to	to	PART
ap-5194	143	7	generate	generate	VERB
ap-5194	143	8	the	the	DET
ap-5194	143	9	initial	initial	ADJ
ap-5194	143	10	population	population	NOUN
ap-5194	143	11	although	although	SCONJ
ap-5194	143	12	random	random	ADJ
ap-5194	143	13	uniformity	uniformity	NOUN
ap-5194	143	14	is	be	AUX
ap-5194	143	15	the	the	DET
ap-5194	143	16	most	most	ADV
ap-5194	143	17	common	common	ADJ
ap-5194	143	18	[	[	X
ap-5194	143	19	41	41	NUM
ap-5194	143	20	]	]	PUNCT
ap-5194	143	21	.	.	PUNCT
ap-5194	144	1	5.2	5.2	NUM
ap-5194	144	2	.	.	PUNCT
ap-5194	144	3	mutation	mutation	NOUN
ap-5194	144	4	once	once	SCONJ
ap-5194	144	5	the	the	DET
ap-5194	144	6	initialization	initialization	NOUN
ap-5194	144	7	is	be	AUX
ap-5194	144	8	completed	complete	VERB
ap-5194	144	9	,	,	PUNCT
ap-5194	144	10	the	the	DET
ap-5194	144	11	de	de	X
ap-5194	144	12	mutates	mutate	NOUN
ap-5194	144	13	and	and	CCONJ
ap-5194	144	14	recombines	recombine	VERB
ap-5194	144	15	the	the	DET
ap-5194	144	16	population	population	NOUN
ap-5194	144	17	to	to	PART
ap-5194	144	18	produce	produce	VERB
ap-5194	144	19	a	a	DET
ap-5194	144	20	population	population	NOUN
ap-5194	144	21	of	of	ADP
ap-5194	144	22	np	np	PRON
ap-5194	144	23	mutant	mutant	ADJ
ap-5194	144	24	vectors	vector	NOUN
ap-5194	144	25	.	.	PUNCT
ap-5194	145	1	the	the	DET
ap-5194	145	2	differential	differential	ADJ
ap-5194	145	3	mutation	mutation	NOUN
ap-5194	145	4	adds	add	VERB
ap-5194	145	5	a	a	DET
ap-5194	145	6	scaled	scale	VERB
ap-5194	145	7	and	and	CCONJ
ap-5194	145	8	randomly	randomly	ADV
ap-5194	145	9	sampled	sample	VERB
ap-5194	145	10	vector	vector	NOUN
ap-5194	145	11	difference	difference	NOUN
ap-5194	145	12	to	to	ADP
ap-5194	145	13	a	a	DET
ap-5194	145	14	third	third	ADJ
ap-5194	145	15	vector	vector	NOUN
ap-5194	145	16	.	.	PUNCT
ap-5194	146	1	equation	equation	NOUN
ap-5194	146	2	(	(	PUNCT
ap-5194	146	3	10	10	NUM
ap-5194	146	4	)	)	PUNCT
ap-5194	146	5	shows	show	VERB
ap-5194	146	6	how	how	SCONJ
ap-5194	146	7	to	to	PART
ap-5194	146	8	combine	combine	VERB
ap-5194	146	9	three	three	NUM
ap-5194	146	10	different	different	ADJ
ap-5194	146	11	randomly	randomly	ADV
ap-5194	146	12	chosen	choose	VERB
ap-5194	146	13	vectors	vector	NOUN
ap-5194	146	14	to	to	PART
ap-5194	146	15	create	create	VERB
ap-5194	146	16	a	a	DET
ap-5194	146	17	mutant	mutant	ADJ
ap-5194	146	18	vector	vector	NOUN
ap-5194	146	19	[	[	X
ap-5194	146	20	36	36	NUM
ap-5194	146	21	]	]	X
ap-5194	146	22	:	:	PUNCT
ap-5194	146	23	v1	v1	VERB
ap-5194	146	24	i	i	PRON
ap-5194	146	25	,	,	PUNCT
ap-5194	146	26	g	g	NOUN
ap-5194	146	27	=	=	PUNCT
ap-5194	146	28	xri	xri	X
ap-5194	146	29	0,g	0,g	VERB
ap-5194	147	1	+	+	CCONJ
ap-5194	147	2	f	f	X
ap-5194	147	3	·	·	PUNCT
ap-5194	147	4	(	(	PUNCT
ap-5194	147	5	xri	xri	NOUN
ap-5194	147	6	1,g	1,g	NUM
ap-5194	147	7	−	−	NOUN
ap-5194	147	8	xri	xri	PROPN
ap-5194	147	9	2,g	2,g	ADV
ap-5194	147	10	)	)	PUNCT
ap-5194	147	11	(	(	PUNCT
ap-5194	147	12	10	10	NUM
ap-5194	147	13	)	)	PUNCT
ap-5194	147	14	where	where	SCONJ
ap-5194	147	15	xri	xri	PROPN
ap-5194	147	16	0,g	0,g	PROPN
ap-5194	147	17	,	,	PUNCT
ap-5194	147	18	xri	xri	PROPN
ap-5194	147	19	1,g	1,g	PROPN
ap-5194	147	20	and	and	CCONJ
ap-5194	147	21	xri	xri	PROPN
ap-5194	147	22	2,g	2,g	PROPN
ap-5194	147	23	vectors	vector	NOUN
ap-5194	147	24	are	be	AUX
ap-5194	147	25	sampled	sample	VERB
ap-5194	147	26	randomly	randomly	ADV
ap-5194	147	27	,	,	PUNCT
ap-5194	147	28	selected	select	VERB
ap-5194	147	29	from	from	ADP
ap-5194	147	30	the	the	DET
ap-5194	147	31	current	current	ADJ
ap-5194	147	32	population	population	NOUN
ap-5194	147	33	rang	ring	VERB
ap-5194	147	34	and	and	CCONJ
ap-5194	147	35	r0	r0	NOUN
ap-5194	147	36	,	,	PUNCT
ap-5194	147	37	r1,and	r1,and	CCONJ
ap-5194	147	38	r2	r2	PROPN
ap-5194	147	39	are	be	AUX
ap-5194	147	40	mutually	mutually	ADV
ap-5194	147	41	exclusive	exclusive	ADJ
ap-5194	147	42	integers	integer	NOUN
ap-5194	147	43	randomly	randomly	ADV
ap-5194	147	44	generated	generate	VERB
ap-5194	147	45	in	in	ADP
ap-5194	147	46	the	the	DET
ap-5194	147	47	range	range	NOUN
ap-5194	148	1	[	[	X
ap-5194	148	2	1,np	1,np	X
ap-5194	148	3	]	]	X
ap-5194	148	4	,	,	PUNCT
ap-5194	148	5	such	such	ADJ
ap-5194	148	6	that	that	DET
ap-5194	148	7	r0	r0	PROPN
ap-5194	148	8	6=	6=	PROPN
ap-5194	148	9	r1	r1	PROPN
ap-5194	148	10	6=	6=	ADP
ap-5194	148	11	r2	r2	PROPN
ap-5194	148	12	6=	6=	PROPN
ap-5194	149	1	i	i	PRON
ap-5194	149	2	.	.	PUNCT
ap-5194	150	1	the	the	DET
ap-5194	150	2	mutation	mutation	NOUN
ap-5194	150	3	scale	scale	NOUN
ap-5194	150	4	factor	factor	NOUN
ap-5194	150	5	f	f	PROPN
ap-5194	150	6	usually	usually	ADV
ap-5194	150	7	takes	take	VERB
ap-5194	150	8	values	value	NOUN
ap-5194	150	9	within	within	ADP
ap-5194	150	10	the	the	DET
ap-5194	150	11	range	range	NOUN
ap-5194	150	12	[	[	X
ap-5194	150	13	0	0	NUM
ap-5194	150	14	,	,	PUNCT
ap-5194	150	15	1	1	NUM
ap-5194	150	16	]	]	PUNCT
ap-5194	151	1	[	[	X
ap-5194	151	2	42	42	NUM
ap-5194	151	3	]	]	PUNCT
ap-5194	151	4	.	.	PUNCT
ap-5194	152	1	5.3	5.3	NUM
ap-5194	152	2	.	.	PUNCT
ap-5194	153	1	crossover	crossover	AUX
ap-5194	153	2	the	the	DET
ap-5194	153	3	crossover	crossover	NOUN
ap-5194	153	4	enhances	enhance	VERB
ap-5194	153	5	the	the	DET
ap-5194	153	6	potential	potential	ADJ
ap-5194	153	7	diversity	diversity	NOUN
ap-5194	153	8	of	of	ADP
ap-5194	153	9	a	a	DET
ap-5194	153	10	population	population	NOUN
ap-5194	153	11	.	.	PUNCT
ap-5194	154	1	in	in	ADP
ap-5194	154	2	a	a	DET
ap-5194	154	3	crossover	crossover	NOUN
ap-5194	154	4	,	,	PUNCT
ap-5194	154	5	the	the	DET
ap-5194	154	6	trial	trial	NOUN
ap-5194	154	7	vectors	vector	NOUN
ap-5194	154	8	are	be	AUX
ap-5194	154	9	produced	produce	VERB
ap-5194	154	10	according	accord	VERB
ap-5194	154	11	to	to	ADP
ap-5194	154	12	[	[	X
ap-5194	154	13	41	41	NUM
ap-5194	154	14	]	]	PUNCT
ap-5194	154	15	.	.	PUNCT
ap-5194	155	1	ug	ug	ADP
ap-5194	155	2	j	j	PROPN
ap-5194	155	3	,	,	PUNCT
ap-5194	155	4	i	i	PRON
ap-5194	155	5	=	=	X
ap-5194	155	6	{	{	PUNCT
ap-5194	155	7	vg	vg	ADP
ap-5194	155	8	j	j	PROPN
ap-5194	155	9	,	,	PUNCT
ap-5194	155	10	i	i	PRON
ap-5194	156	1	if	if	SCONJ
ap-5194	156	2	(	(	PUNCT
ap-5194	156	3	randj(0	randj(0	NOUN
ap-5194	156	4	,	,	PUNCT
ap-5194	156	5	1	1	NUM
ap-5194	156	6	)	)	PUNCT
ap-5194	156	7	)	)	PUNCT
ap-5194	156	8	≤	≤	NOUN
ap-5194	156	9	cr	cr	PROPN
ap-5194	156	10	or	or	CCONJ
ap-5194	156	11	j	j	PROPN
ap-5194	156	12	=	=	PROPN
ap-5194	156	13	jrand	jrand	PROPN
ap-5194	156	14	xg	xg	PROPN
ap-5194	156	15	j	j	PROPN
ap-5194	156	16	,	,	PUNCT
ap-5194	156	17	i	i	PRON
ap-5194	156	18	otherwise	otherwise	ADV
ap-5194	156	19	(	(	PUNCT
ap-5194	156	20	11	11	NUM
ap-5194	156	21	)	)	PUNCT
ap-5194	156	22	where	where	SCONJ
ap-5194	156	23	cr	cr	PROPN
ap-5194	156	24	is	be	AUX
ap-5194	156	25	the	the	DET
ap-5194	156	26	crossover	crossover	NOUN
ap-5194	156	27	rate	rate	NOUN
ap-5194	156	28	,	,	PUNCT
ap-5194	156	29	which	which	PRON
ap-5194	156	30	is	be	AUX
ap-5194	156	31	a	a	DET
ap-5194	156	32	user	user	NOUN
ap-5194	156	33	-	-	PUNCT
ap-5194	156	34	specified	specify	VERB
ap-5194	156	35	constant	constant	ADJ
ap-5194	156	36	within	within	ADP
ap-5194	156	37	the	the	DET
ap-5194	156	38	range	range	NOUN
ap-5194	156	39	,	,	PUNCT
ap-5194	156	40	[	[	X
ap-5194	156	41	0,1	0,1	NUM
ap-5194	156	42	]	]	PUNCT
ap-5194	156	43	,	,	PUNCT
ap-5194	156	44	that	that	PRON
ap-5194	156	45	controls	control	VERB
ap-5194	156	46	the	the	DET
ap-5194	156	47	diversity	diversity	NOUN
ap-5194	156	48	of	of	ADP
ap-5194	156	49	the	the	DET
ap-5194	156	50	population	population	NOUN
ap-5194	156	51	and	and	CCONJ
ap-5194	156	52	enables	enable	VERB
ap-5194	156	53	the	the	DET
ap-5194	156	54	algorithm	algorithm	NOUN
ap-5194	156	55	to	to	PART
ap-5194	156	56	escape	escape	VERB
ap-5194	156	57	from	from	ADP
ap-5194	156	58	the	the	DET
ap-5194	156	59	local	local	ADJ
ap-5194	156	60	optima	optima	NOUN
ap-5194	157	1	[	[	X
ap-5194	157	2	40	40	NUM
ap-5194	157	3	]	]	PUNCT
ap-5194	157	4	.	.	PUNCT
ap-5194	158	1	5.4	5.4	NUM
ap-5194	158	2	.	.	PUNCT
ap-5194	158	3	selection	selection	NOUN
ap-5194	158	4	in	in	ADP
ap-5194	158	5	the	the	DET
ap-5194	158	6	selection	selection	NOUN
ap-5194	158	7	process	process	NOUN
ap-5194	158	8	,	,	PUNCT
ap-5194	158	9	if	if	SCONJ
ap-5194	158	10	the	the	DET
ap-5194	158	11	trial	trial	NOUN
ap-5194	158	12	vector	vector	NOUN
ap-5194	158	13	has	have	VERB
ap-5194	158	14	an	an	DET
ap-5194	158	15	objective	objective	ADJ
ap-5194	158	16	function	function	NOUN
ap-5194	158	17	value	value	NOUN
ap-5194	158	18	greater	great	ADJ
ap-5194	158	19	than	than	ADP
ap-5194	158	20	or	or	CCONJ
ap-5194	158	21	equal	equal	ADJ
ap-5194	158	22	to	to	ADP
ap-5194	158	23	the	the	DET
ap-5194	158	24	corresponding	corresponding	ADJ
ap-5194	158	25	target	target	NOUN
ap-5194	158	26	vector	vector	NOUN
ap-5194	158	27	,	,	PUNCT
ap-5194	158	28	the	the	DET
ap-5194	158	29	target	target	NOUN
ap-5194	158	30	vector	vector	NOUN
ap-5194	158	31	will	will	AUX
ap-5194	158	32	be	be	AUX
ap-5194	158	33	replaced	replace	VERB
ap-5194	158	34	by	by	ADP
ap-5194	158	35	the	the	DET
ap-5194	158	36	trial	trial	NOUN
ap-5194	158	37	vector	vector	NOUN
ap-5194	158	38	and	and	CCONJ
ap-5194	158	39	the	the	DET
ap-5194	158	40	last	last	ADJ
ap-5194	158	41	represents	represent	VERB
ap-5194	158	42	as	as	ADP
ap-5194	158	43	a	a	DET
ap-5194	158	44	part	part	NOUN
ap-5194	158	45	of	of	ADP
ap-5194	158	46	the	the	DET
ap-5194	158	47	population	population	NOUN
ap-5194	158	48	for	for	ADP
ap-5194	158	49	the	the	DET
ap-5194	158	50	next	next	ADJ
ap-5194	158	51	generation	generation	NOUN
ap-5194	158	52	.	.	PUNCT
ap-5194	159	1	otherwise	otherwise	ADV
ap-5194	159	2	,	,	PUNCT
ap-5194	159	3	the	the	DET
ap-5194	159	4	target	target	NOUN
ap-5194	159	5	vector	vector	NOUN
ap-5194	159	6	will	will	AUX
ap-5194	159	7	remain	remain	VERB
ap-5194	159	8	in	in	ADP
ap-5194	159	9	the	the	DET
ap-5194	159	10	population	population	NOUN
ap-5194	159	11	for	for	ADP
ap-5194	159	12	the	the	DET
ap-5194	159	13	next	next	ADJ
ap-5194	159	14	generation	generation	NOUN
ap-5194	159	15	.	.	PUNCT
ap-5194	160	1	the	the	DET
ap-5194	160	2	selection	selection	NOUN
ap-5194	160	3	operation	operation	NOUN
ap-5194	160	4	can	can	AUX
ap-5194	160	5	be	be	AUX
ap-5194	160	6	expressed	express	VERB
ap-5194	160	7	as	as	SCONJ
ap-5194	160	8	follows	follow	VERB
ap-5194	160	9	[	[	X
ap-5194	160	10	42	42	NUM
ap-5194	160	11	]	]	PUNCT
ap-5194	160	12	:	:	PUNCT
ap-5194	160	13	xg+1	xg+1	X
ap-5194	161	1	i	i	PRON
ap-5194	161	2	=	=	X
ap-5194	161	3	{	{	PUNCT
ap-5194	161	4	ug	ug	ADP
ap-5194	161	5	i	i	PRON
ap-5194	161	6	if	if	SCONJ
ap-5194	161	7	f(ug	f(ug	PROPN
ap-5194	161	8	i	i	NOUN
ap-5194	161	9	)	)	PUNCT
ap-5194	161	10	≥	≥	NOUN
ap-5194	161	11	f(xg	f(xg	PROPN
ap-5194	161	12	i	i	PROPN
ap-5194	161	13	)	)	PUNCT
ap-5194	161	14	xg	xg	PROPN
ap-5194	162	1	i	i	PRON
ap-5194	162	2	otherwise	otherwise	ADV
ap-5194	162	3	(	(	PUNCT
ap-5194	162	4	12	12	NUM
ap-5194	162	5	)	)	PUNCT
ap-5194	162	6	once	once	SCONJ
ap-5194	162	7	the	the	DET
ap-5194	162	8	new	new	ADJ
ap-5194	162	9	population	population	NOUN
ap-5194	162	10	is	be	AUX
ap-5194	162	11	constructed	construct	VERB
ap-5194	162	12	,	,	PUNCT
ap-5194	162	13	the	the	DET
ap-5194	162	14	reproduction	reproduction	NOUN
ap-5194	162	15	process	process	NOUN
ap-5194	162	16	(	(	PUNCT
ap-5194	162	17	mutation	mutation	NOUN
ap-5194	162	18	,	,	PUNCT
ap-5194	162	19	recombination	recombination	NOUN
ap-5194	162	20	,	,	PUNCT
ap-5194	162	21	and	and	CCONJ
ap-5194	162	22	selection	selection	NOUN
ap-5194	162	23	)	)	PUNCT
ap-5194	162	24	is	be	AUX
ap-5194	162	25	repeated	repeat	VERB
ap-5194	162	26	until	until	SCONJ
ap-5194	162	27	the	the	DET
ap-5194	162	28	optimum	optimum	ADJ
ap-5194	162	29	solution	solution	NOUN
ap-5194	162	30	is	be	AUX
ap-5194	162	31	located	locate	VERB
ap-5194	162	32	,	,	PUNCT
ap-5194	162	33	or	or	CCONJ
ap-5194	162	34	a	a	DET
ap-5194	162	35	pre	pre	ADJ
ap-5194	162	36	-	-	ADJ
ap-5194	162	37	specified	specified	ADJ
ap-5194	162	38	termination	termination	NOUN
ap-5194	162	39	criterion	criterion	NOUN
ap-5194	162	40	is	be	AUX
ap-5194	162	41	satisfied	satisfied	ADJ
ap-5194	162	42	,	,	PUNCT
ap-5194	162	43	e.g.	e.g.	ADV
ap-5194	162	44	,	,	PUNCT
ap-5194	162	45	the	the	DET
ap-5194	162	46	number	number	NOUN
ap-5194	162	47	of	of	ADP
ap-5194	162	48	generations	generation	NOUN
ap-5194	162	49	reaches	reach	VERB
ap-5194	162	50	a	a	DET
ap-5194	162	51	pre	pre	ADJ
ap-5194	162	52	-	-	ADJ
ap-5194	162	53	set	set	ADJ
ap-5194	162	54	maximum	maximum	NOUN
ap-5194	162	55	,	,	PUNCT
ap-5194	162	56	gmax	gmax	VERB
ap-5194	162	57	[	[	X
ap-5194	162	58	36	36	NUM
ap-5194	162	59	]	]	PUNCT
ap-5194	162	60	.	.	PUNCT
ap-5194	163	1	fig	fig	NOUN
ap-5194	163	2	.	.	PUNCT
ap-5194	164	1	2	2	NUM
ap-5194	164	2	shows	show	VERB
ap-5194	164	3	the	the	DET
ap-5194	164	4	flowchart	flowchart	NOUN
ap-5194	164	5	of	of	ADP
ap-5194	164	6	the	the	DET
ap-5194	164	7	differential	differential	ADJ
ap-5194	164	8	evolution	evolution	NOUN
ap-5194	164	9	.	.	PUNCT
ap-5194	165	1	6	6	X
ap-5194	165	2	.	.	NUM
ap-5194	165	3	proposed	propose	VERB
ap-5194	165	4	mode	mode	NOUN
ap-5194	165	5	-	-	PUNCT
ap-5194	165	6	based	base	VERB
ap-5194	165	7	crde	crde	NOUN
ap-5194	165	8	of	of	ADP
ap-5194	165	9	wireless	wireless	ADJ
ap-5194	165	10	han	han	PROPN
ap-5194	165	11	a	a	DET
ap-5194	165	12	scenario	scenario	NOUN
ap-5194	165	13	considered	consider	VERB
ap-5194	165	14	,	,	PUNCT
ap-5194	165	15	in	in	ADP
ap-5194	165	16	which	which	PRON
ap-5194	165	17	the	the	DET
ap-5194	165	18	crde	crde	NOUN
ap-5194	165	19	functionality	functionality	NOUN
ap-5194	165	20	is	be	AUX
ap-5194	165	21	deployed	deploy	VERB
ap-5194	165	22	inside	inside	ADP
ap-5194	165	23	the	the	DET
ap-5194	165	24	smart	smart	ADJ
ap-5194	165	25	meter	meter	NOUN
ap-5194	165	26	,	,	PUNCT
ap-5194	165	27	which	which	PRON
ap-5194	165	28	is	be	AUX
ap-5194	165	29	connected	connect	VERB
ap-5194	165	30	to	to	ADP
ap-5194	165	31	the	the	DET
ap-5194	165	32	utility	utility	NOUN
ap-5194	165	33	load	load	NOUN
ap-5194	165	34	management	management	NOUN
ap-5194	165	35	centre	centre	NOUN
ap-5194	165	36	and	and	CCONJ
ap-5194	165	37	to	to	ADP
ap-5194	165	38	the	the	DET
ap-5194	165	39	han	han	PROPN
ap-5194	165	40	base	base	PROPN
ap-5194	165	41	station	station	NOUN
ap-5194	165	42	,	,	PUNCT
ap-5194	165	43	to	to	PART
ap-5194	165	44	achieve	achieve	VERB
ap-5194	165	45	optimal	optimal	ADJ
ap-5194	165	46	management	management	NOUN
ap-5194	165	47	for	for	ADP
ap-5194	165	48	the	the	DET
ap-5194	165	49	customer	customer	NOUN
ap-5194	165	50	’s	’s	PART
ap-5194	165	51	appliances	appliance	NOUN
ap-5194	165	52	is	be	AUX
ap-5194	165	53	shown	show	VERB
ap-5194	165	54	in	in	ADP
ap-5194	165	55	fig	fig	NOUN
ap-5194	165	56	.	.	PUNCT
ap-5194	166	1	3	3	X
ap-5194	166	2	.	.	X
ap-5194	167	1	the	the	DET
ap-5194	167	2	cognitive	cognitive	ADJ
ap-5194	167	3	radio	radio	NOUN
ap-5194	167	4	is	be	AUX
ap-5194	167	5	proposed	propose	VERB
ap-5194	167	6	to	to	PART
ap-5194	167	7	select	select	VERB
ap-5194	167	8	the	the	DET
ap-5194	167	9	optimal	optimal	ADJ
ap-5194	167	10	transmission	transmission	NOUN
ap-5194	167	11	parameters	parameter	NOUN
ap-5194	167	12	for	for	ADP
ap-5194	167	13	the	the	DET
ap-5194	167	14	given	give	VERB
ap-5194	167	15	communication	communication	NOUN
ap-5194	167	16	modes	mode	NOUN
ap-5194	167	17	within	within	ADP
ap-5194	167	18	the	the	DET
ap-5194	167	19	han	han	NOUN
ap-5194	167	20	of	of	ADP
ap-5194	167	21	the	the	DET
ap-5194	167	22	home	home	NOUN
ap-5194	167	23	management	management	NOUN
ap-5194	167	24	system	system	NOUN
ap-5194	167	25	.	.	PUNCT
ap-5194	168	1	fig	fig	NOUN
ap-5194	168	2	.	.	PUNCT
ap-5194	169	1	4	4	NUM
ap-5194	169	2	shows	show	VERB
ap-5194	169	3	the	the	DET
ap-5194	169	4	proposed	propose	VERB
ap-5194	169	5	mode	mode	NOUN
ap-5194	169	6	-	-	PUNCT
ap-5194	169	7	base	base	NOUN
ap-5194	169	8	cr	cr	NOUN
ap-5194	169	9	system	system	NOUN
ap-5194	169	10	architecture	architecture	NOUN
ap-5194	169	11	.	.	PUNCT
ap-5194	170	1	the	the	DET
ap-5194	170	2	cr	cr	PROPN
ap-5194	170	3	system	system	NOUN
ap-5194	170	4	extracts	extract	VERB
ap-5194	170	5	the	the	DET
ap-5194	170	6	data	datum	NOUN
ap-5194	170	7	of	of	ADP
ap-5194	170	8	the	the	DET
ap-5194	170	9	sensing	sense	VERB
ap-5194	170	10	wireless	wireless	ADJ
ap-5194	170	11	channel	channel	NOUN
ap-5194	170	12	conditions	condition	NOUN
ap-5194	170	13	via	via	ADP
ap-5194	170	14	its	its	PRON
ap-5194	170	15	environmental	environmental	ADJ
ap-5194	170	16	parameters	parameter	NOUN
ap-5194	170	17	and	and	CCONJ
ap-5194	170	18	passes	pass	VERB
ap-5194	170	19	these	these	DET
ap-5194	170	20	data	datum	NOUN
ap-5194	170	21	to	to	ADP
ap-5194	170	22	a	a	DET
ap-5194	170	23	multi	multi	ADJ
ap-5194	170	24	-	-	ADJ
ap-5194	170	25	objective	objective	ADJ
ap-5194	170	26	de	de	X
ap-5194	170	27	.	.	PUNCT
ap-5194	171	1	the	the	DET
ap-5194	171	2	system	system	NOUN
ap-5194	171	3	weight	weight	NOUN
ap-5194	171	4	generation	generation	NOUN
ap-5194	171	5	of	of	ADP
ap-5194	171	6	the	the	DET
ap-5194	171	7	cr	cr	PROPN
ap-5194	171	8	transmission	transmission	NOUN
ap-5194	171	9	is	be	AUX
ap-5194	171	10	used	use	VERB
ap-5194	171	11	to	to	PART
ap-5194	171	12	assign	assign	VERB
ap-5194	171	13	a	a	DET
ap-5194	171	14	distinct	distinct	ADJ
ap-5194	171	15	weighting	weighting	NOUN
ap-5194	171	16	coefficient	coefficient	NOUN
ap-5194	171	17	for	for	ADP
ap-5194	171	18	given	give	VERB
ap-5194	171	19	transmission	transmission	NOUN
ap-5194	171	20	modes	mode	NOUN
ap-5194	171	21	.	.	PUNCT
ap-5194	172	1	these	these	DET
ap-5194	172	2	different	different	ADJ
ap-5194	172	3	weighting	weighting	NOUN
ap-5194	172	4	coefficients	coefficient	NOUN
ap-5194	172	5	are	be	AUX
ap-5194	172	6	used	use	VERB
ap-5194	172	7	to	to	PART
ap-5194	172	8	vary	vary	VERB
ap-5194	172	9	the	the	DET
ap-5194	172	10	priority	priority	NOUN
ap-5194	172	11	level	level	NOUN
ap-5194	172	12	among	among	ADP
ap-5194	172	13	radio	radio	NOUN
ap-5194	172	14	objectives	objective	NOUN
ap-5194	172	15	.	.	PUNCT
ap-5194	173	1	the	the	DET
ap-5194	173	2	largest	large	ADJ
ap-5194	173	3	weighting	weighting	NOUN
ap-5194	173	4	coefficient	coefficient	NOUN
ap-5194	173	5	is	be	AUX
ap-5194	173	6	allocated	allocate	VERB
ap-5194	173	7	for	for	ADP
ap-5194	173	8	the	the	DET
ap-5194	173	9	objective	objective	NOUN
ap-5194	173	10	of	of	ADP
ap-5194	173	11	the	the	DET
ap-5194	173	12	highest	high	ADJ
ap-5194	173	13	priority	priority	NOUN
ap-5194	173	14	as	as	SCONJ
ap-5194	173	15	shown	show	VERB
ap-5194	173	16	in	in	ADP
ap-5194	173	17	table	table	NOUN
ap-5194	173	18	2	2	NUM
ap-5194	173	19	.	.	PUNCT
ap-5194	174	1	the	the	DET
ap-5194	174	2	other	other	ADJ
ap-5194	174	3	benefit	benefit	NOUN
ap-5194	174	4	of	of	ADP
ap-5194	174	5	these	these	DET
ap-5194	174	6	weighting	weighting	NOUN
ap-5194	174	7	coefficients	coefficient	NOUN
ap-5194	174	8	is	be	AUX
ap-5194	174	9	the	the	DET
ap-5194	174	10	conversion	conversion	NOUN
ap-5194	174	11	of	of	ADP
ap-5194	174	12	the	the	DET
ap-5194	174	13	multi	multi	ADJ
ap-5194	174	14	-	-	ADJ
ap-5194	174	15	objective	objective	ADJ
ap-5194	174	16	optimization	optimization	NOUN
ap-5194	174	17	problem	problem	NOUN
ap-5194	174	18	into	into	ADP
ap-5194	174	19	a	a	DET
ap-5194	174	20	single	single	ADJ
ap-5194	174	21	objective	objective	ADJ
ap-5194	174	22	optimization	optimization	NOUN
ap-5194	174	23	problem	problem	NOUN
ap-5194	174	24	using	use	VERB
ap-5194	174	25	the	the	DET
ap-5194	174	26	aggregation	aggregation	NOUN
ap-5194	174	27	method	method	NOUN
ap-5194	174	28	.	.	PUNCT
ap-5194	175	1	the	the	DET
ap-5194	175	2	sensed	sense	VERB
ap-5194	175	3	environmental	environmental	ADJ
ap-5194	175	4	parameters	parameter	NOUN
ap-5194	175	5	and	and	CCONJ
ap-5194	175	6	the	the	DET
ap-5194	175	7	weighting	weighting	NOUN
ap-5194	175	8	coefficients	coefficient	NOUN
ap-5194	175	9	are	be	AUX
ap-5194	175	10	assigned	assign	VERB
ap-5194	175	11	to	to	ADP
ap-5194	175	12	three	three	NUM
ap-5194	175	13	transmission	transmission	NOUN
ap-5194	175	14	mode	mode	NOUN
ap-5194	175	15	objectives	objective	NOUN
ap-5194	175	16	to	to	PART
ap-5194	175	17	construct	construct	VERB
ap-5194	175	18	the	the	DET
ap-5194	175	19	multiobjective	multiobjective	ADJ
ap-5194	175	20	function	function	NOUN
ap-5194	175	21	.	.	PUNCT
ap-5194	176	1	the	the	DET
ap-5194	176	2	de	de	X
ap-5194	176	3	optimization	optimization	NOUN
ap-5194	176	4	engine	engine	NOUN
ap-5194	176	5	is	be	AUX
ap-5194	176	6	252	252	NUM
ap-5194	176	7	vol	vol	NOUN
ap-5194	176	8	.	.	PUNCT
ap-5194	177	1	59	59	NUM
ap-5194	177	2	no	no	NOUN
ap-5194	177	3	.	.	PUNCT
ap-5194	178	1	3/2019	3/2019	NUM
ap-5194	178	2	dynamic	dynamic	ADJ
ap-5194	178	3	smart	smart	ADJ
ap-5194	178	4	grid	grid	NOUN
ap-5194	178	5	communication	communication	NOUN
ap-5194	178	6	parameters	parameter	NOUN
ap-5194	178	7	.	.	PUNCT
ap-5194	178	8	.	.	PUNCT
ap-5194	178	9	.	.	PUNCT
ap-5194	179	1	figure	figure	NOUN
ap-5194	179	2	2	2	NUM
ap-5194	179	3	.	.	X
ap-5194	180	1	flowchart	flowchart	NOUN
ap-5194	180	2	of	of	ADP
ap-5194	180	3	differential	differential	ADJ
ap-5194	180	4	evolution	evolution	NOUN
ap-5194	180	5	.	.	PUNCT
ap-5194	181	1	figure	figure	NOUN
ap-5194	181	2	3	3	NUM
ap-5194	181	3	.	.	PUNCT
ap-5194	181	4	proposed	propose	VERB
ap-5194	181	5	crde	crde	NOUN
ap-5194	181	6	for	for	ADP
ap-5194	181	7	han	han	PROPN
ap-5194	181	8	of	of	ADP
ap-5194	181	9	smart	smart	ADJ
ap-5194	181	10	grid	grid	NOUN
ap-5194	181	11	.	.	PUNCT
ap-5194	182	1	figure	figure	NOUN
ap-5194	182	2	4	4	NUM
ap-5194	182	3	.	.	PUNCT
ap-5194	182	4	proposed	propose	VERB
ap-5194	182	5	mode	mode	NOUN
ap-5194	182	6	-	-	PUNCT
ap-5194	182	7	base	base	NOUN
ap-5194	182	8	cr	cr	NOUN
ap-5194	182	9	system	system	NOUN
ap-5194	182	10	architecture	architecture	NOUN
ap-5194	182	11	.	.	PUNCT
ap-5194	183	1	used	use	VERB
ap-5194	183	2	to	to	PART
ap-5194	183	3	find	find	VERB
ap-5194	183	4	an	an	DET
ap-5194	183	5	optimal	optimal	ADJ
ap-5194	183	6	set	set	NOUN
ap-5194	183	7	of	of	ADP
ap-5194	183	8	transmission	transmission	NOUN
ap-5194	183	9	parameters	parameter	NOUN
ap-5194	183	10	.	.	PUNCT
ap-5194	184	1	based	base	VERB
ap-5194	184	2	on	on	ADP
ap-5194	184	3	the	the	DET
ap-5194	184	4	selected	select	VERB
ap-5194	184	5	communication	communication	NOUN
ap-5194	184	6	mode	mode	NOUN
ap-5194	184	7	,	,	PUNCT
ap-5194	184	8	the	the	DET
ap-5194	184	9	communication	communication	NOUN
ap-5194	184	10	in	in	ADP
ap-5194	184	11	the	the	DET
ap-5194	184	12	home	home	NOUN
ap-5194	184	13	load	load	NOUN
ap-5194	184	14	management	management	NOUN
ap-5194	184	15	system	system	NOUN
ap-5194	184	16	of	of	ADP
ap-5194	184	17	han	han	PROPN
ap-5194	184	18	is	be	AUX
ap-5194	184	19	established	establish	VERB
ap-5194	184	20	.	.	PUNCT
ap-5194	185	1	6.1	6.1	NUM
ap-5194	185	2	.	.	PUNCT
ap-5194	185	3	simulation	simulation	NOUN
ap-5194	185	4	results	result	VERB
ap-5194	185	5	the	the	DET
ap-5194	185	6	proposed	propose	VERB
ap-5194	185	7	mode	mode	NOUN
ap-5194	185	8	cognitive	cognitive	ADJ
ap-5194	185	9	decision	decision	NOUN
ap-5194	185	10	engine	engine	NOUN
ap-5194	185	11	is	be	AUX
ap-5194	185	12	simulated	simulate	VERB
ap-5194	185	13	using	use	VERB
ap-5194	185	14	the	the	DET
ap-5194	185	15	matlab	matlab	PROPN
ap-5194	185	16	software	software	NOUN
ap-5194	185	17	package	package	NOUN
ap-5194	185	18	.	.	PUNCT
ap-5194	186	1	the	the	DET
ap-5194	186	2	de	de	PROPN
ap-5194	186	3	parameters	parameter	NOUN
ap-5194	186	4	used	use	VERB
ap-5194	186	5	in	in	ADP
ap-5194	186	6	this	this	DET
ap-5194	186	7	work	work	NOUN
ap-5194	186	8	are	be	AUX
ap-5194	186	9	based	base	VERB
ap-5194	186	10	on	on	ADP
ap-5194	186	11	the	the	DET
ap-5194	186	12	recommended	recommend	VERB
ap-5194	186	13	values	value	NOUN
ap-5194	186	14	in	in	ADP
ap-5194	186	15	[	[	X
ap-5194	186	16	43	43	NUM
ap-5194	186	17	]	]	PUNCT
ap-5194	186	18	,	,	PUNCT
ap-5194	186	19	(	(	PUNCT
ap-5194	186	20	f	f	X
ap-5194	186	21	=	=	SYM
ap-5194	186	22	0.85	0.85	NUM
ap-5194	186	23	,	,	PUNCT
ap-5194	186	24	cr	cr	X
ap-5194	186	25	=	=	SYM
ap-5194	186	26	0.6	0.6	NUM
ap-5194	186	27	and	and	CCONJ
ap-5194	186	28	np=	np=	ADJ
ap-5194	186	29	10d	10d	NUM
ap-5194	186	30	)	)	PUNCT
ap-5194	186	31	.	.	PUNCT
ap-5194	187	1	for	for	ADP
ap-5194	187	2	the	the	DET
ap-5194	187	3	sake	sake	NOUN
ap-5194	187	4	of	of	ADP
ap-5194	187	5	simplicity	simplicity	NOUN
ap-5194	187	6	,	,	PUNCT
ap-5194	187	7	only	only	ADV
ap-5194	187	8	unlicensed	unlicensed	ADJ
ap-5194	187	9	bands	band	NOUN
ap-5194	187	10	are	be	AUX
ap-5194	187	11	considered	consider	VERB
ap-5194	187	12	in	in	ADP
ap-5194	187	13	the	the	DET
ap-5194	187	14	han	han	NOUN
ap-5194	187	15	of	of	ADP
ap-5194	187	16	the	the	DET
ap-5194	187	17	home	home	NOUN
ap-5194	187	18	management	management	NOUN
ap-5194	187	19	system	system	NOUN
ap-5194	187	20	.	.	PUNCT
ap-5194	188	1	therefore	therefore	ADV
ap-5194	188	2	,	,	PUNCT
ap-5194	188	3	the	the	DET
ap-5194	188	4	transmitted	transmit	VERB
ap-5194	188	5	power	power	NOUN
ap-5194	188	6	ranges	range	VERB
ap-5194	188	7	from	from	ADP
ap-5194	188	8	0.1mw	0.1mw	PROPN
ap-5194	188	9	to	to	ADP
ap-5194	188	10	2.56mw	2.56mw	NOUN
ap-5194	188	11	in	in	ADP
ap-5194	188	12	increments	increment	NOUN
ap-5194	188	13	of	of	ADP
ap-5194	188	14	0.0256mw	0.0256mw	NUM
ap-5194	188	15	.	.	PUNCT
ap-5194	189	1	this	this	DET
ap-5194	189	2	range	range	NOUN
ap-5194	189	3	of	of	ADP
ap-5194	189	4	the	the	DET
ap-5194	189	5	transmit	transmit	NOUN
ap-5194	189	6	power	power	NOUN
ap-5194	189	7	is	be	AUX
ap-5194	189	8	close	close	ADJ
ap-5194	189	9	to	to	ADP
ap-5194	189	10	the	the	DET
ap-5194	189	11	maximum	maximum	ADJ
ap-5194	189	12	transmit	transmit	NOUN
ap-5194	189	13	power	power	NOUN
ap-5194	189	14	level	level	NOUN
ap-5194	189	15	allowed	allow	VERB
ap-5194	189	16	in	in	ADP
ap-5194	189	17	the	the	DET
ap-5194	189	18	unlicensed	unlicensed	ADJ
ap-5194	189	19	national	national	ADJ
ap-5194	189	20	information	information	NOUN
ap-5194	189	21	infrastructure	infrastructure	NOUN
ap-5194	189	22	(	(	PUNCT
ap-5194	189	23	un	un	PROPN
ap-5194	189	24	-	-	ADJ
ap-5194	189	25	iib	iib	NOUN
ap-5194	189	26	)	)	PUNCT
ap-5194	189	27	band	band	NOUN
ap-5194	190	1	[	[	X
ap-5194	190	2	21	21	NUM
ap-5194	190	3	]	]	PUNCT
ap-5194	190	4	.	.	PUNCT
ap-5194	191	1	however	however	ADV
ap-5194	191	2	,	,	PUNCT
ap-5194	191	3	the	the	DET
ap-5194	191	4	proposed	propose	VERB
ap-5194	191	5	crde	crde	NOUN
ap-5194	191	6	and	and	CCONJ
ap-5194	191	7	its	its	PRON
ap-5194	191	8	results	result	NOUN
ap-5194	191	9	can	can	AUX
ap-5194	191	10	be	be	AUX
ap-5194	191	11	extended	extend	VERB
ap-5194	191	12	to	to	ADP
ap-5194	191	13	other	other	ADJ
ap-5194	191	14	spectrum	spectrum	NOUN
ap-5194	191	15	bands	band	NOUN
ap-5194	191	16	(	(	PUNCT
ap-5194	191	17	e.g.	e.g.	ADV
ap-5194	191	18	,	,	PUNCT
ap-5194	191	19	licensed	licensed	ADJ
ap-5194	191	20	or	or	CCONJ
ap-5194	191	21	hydride	hydride	NOUN
ap-5194	191	22	bands	band	NOUN
ap-5194	191	23	)	)	PUNCT
ap-5194	191	24	.	.	PUNCT
ap-5194	192	1	the	the	DET
ap-5194	192	2	modulation	modulation	NOUN
ap-5194	192	3	index	index	NOUN
ap-5194	192	4	(	(	PUNCT
ap-5194	192	5	mi	mi	NOUN
ap-5194	192	6	)	)	PUNCT
ap-5194	192	7	is	be	AUX
ap-5194	192	8	selected	select	VERB
ap-5194	192	9	to	to	PART
ap-5194	192	10	be	be	AUX
ap-5194	192	11	any	any	PRON
ap-5194	192	12	of	of	ADP
ap-5194	192	13	the	the	DET
ap-5194	192	14	nine	nine	NUM
ap-5194	192	15	possible	possible	ADJ
ap-5194	192	16	values	value	NOUN
ap-5194	192	17	2	2	NUM
ap-5194	192	18	-	-	SYM
ap-5194	192	19	512	512	NUM
ap-5194	192	20	.	.	PUNCT
ap-5194	193	1	practically	practically	ADV
ap-5194	193	2	,	,	PUNCT
ap-5194	193	3	the	the	DET
ap-5194	193	4	psk	psk	PROPN
ap-5194	193	5	is	be	AUX
ap-5194	193	6	commonly	commonly	ADV
ap-5194	193	7	used	use	VERB
ap-5194	193	8	for	for	ADP
ap-5194	193	9	low	low	ADJ
ap-5194	193	10	modulation	modulation	NOUN
ap-5194	193	11	indices	index	NOUN
ap-5194	193	12	(	(	PUNCT
ap-5194	193	13	i.e.	i.e.	X
ap-5194	193	14	when	when	SCONJ
ap-5194	193	15	mi	mi	PROPN
ap-5194	193	16	equals	equal	VERB
ap-5194	193	17	to	to	PART
ap-5194	193	18	or	or	CCONJ
ap-5194	193	19	is	be	AUX
ap-5194	193	20	less	less	ADJ
ap-5194	193	21	than	than	ADP
ap-5194	193	22	8)	8)	NUM
ap-5194	193	23	,	,	PUNCT
ap-5194	193	24	whereas	whereas	SCONJ
ap-5194	193	25	the	the	DET
ap-5194	193	26	qam	qam	PROPN
ap-5194	193	27	is	be	AUX
ap-5194	193	28	used	use	VERB
ap-5194	193	29	for	for	ADP
ap-5194	193	30	high	high	ADJ
ap-5194	193	31	modulation	modulation	NOUN
ap-5194	193	32	indices	index	NOUN
ap-5194	193	33	.	.	PUNCT
ap-5194	194	1	thus	thus	ADV
ap-5194	194	2	,	,	PUNCT
ap-5194	194	3	the	the	DET
ap-5194	194	4	proposed	propose	VERB
ap-5194	194	5	modulation	modulation	NOUN
ap-5194	194	6	schemes	scheme	NOUN
ap-5194	194	7	used	use	VERB
ap-5194	194	8	in	in	ADP
ap-5194	194	9	this	this	DET
ap-5194	194	10	work	work	NOUN
ap-5194	194	11	are	be	AUX
ap-5194	194	12	2	2	NUM
ap-5194	194	13	-	-	PUNCT
ap-5194	194	14	psk	psk	NOUN
ap-5194	194	15	(	(	PUNCT
ap-5194	194	16	or	or	CCONJ
ap-5194	194	17	bpsk	bpsk	NOUN
ap-5194	194	18	)	)	PUNCT
ap-5194	194	19	,	,	PUNCT
ap-5194	194	20	4	4	NUM
ap-5194	194	21	-	-	SYM
ap-5194	194	22	8	8	NUM
ap-5194	194	23	psk	psk	NOUN
ap-5194	194	24	,	,	PUNCT
ap-5194	194	25	16	16	NUM
ap-5194	194	26	-	-	SYM
ap-5194	194	27	512	512	NUM
ap-5194	194	28	qam	qam	NOUN
ap-5194	194	29	.	.	PUNCT
ap-5194	195	1	the	the	DET
ap-5194	195	2	proposed	propose	VERB
ap-5194	195	3	choices	choice	NOUN
ap-5194	195	4	of	of	ADP
ap-5194	195	5	modulation	modulation	NOUN
ap-5194	195	6	type	type	NOUN
ap-5194	195	7	(	(	PUNCT
ap-5194	195	8	i.e.	i.e.	X
ap-5194	195	9	,	,	PUNCT
ap-5194	195	10	types	type	NOUN
ap-5194	195	11	of	of	ADP
ap-5194	195	12	plus	plus	CCONJ
ap-5194	195	13	indices	index	NOUN
ap-5194	195	14	)	)	PUNCT
ap-5194	195	15	offer	offer	VERB
ap-5194	195	16	the	the	DET
ap-5194	195	17	modulation	modulation	NOUN
ap-5194	195	18	diversity	diversity	NOUN
ap-5194	195	19	needed	need	VERB
ap-5194	195	20	for	for	ADP
ap-5194	195	21	the	the	DET
ap-5194	195	22	cr	cr	PROPN
ap-5194	195	23	adaption	adaption	PROPN
ap-5194	195	24	requirement	requirement	NOUN
ap-5194	195	25	.	.	PUNCT
ap-5194	196	1	the	the	DET
ap-5194	196	2	performance	performance	NOUN
ap-5194	196	3	of	of	ADP
ap-5194	196	4	the	the	DET
ap-5194	196	5	mode	mode	NOUN
ap-5194	196	6	-	-	PUNCT
ap-5194	196	7	based	base	VERB
ap-5194	196	8	crde	crde	NOUN
ap-5194	196	9	system	system	NOUN
ap-5194	196	10	is	be	AUX
ap-5194	196	11	simulated	simulate	VERB
ap-5194	196	12	under	under	ADP
ap-5194	196	13	the	the	DET
ap-5194	196	14	four	four	NUM
ap-5194	196	15	transmission	transmission	NOUN
ap-5194	196	16	modes	mode	NOUN
ap-5194	196	17	and	and	CCONJ
ap-5194	196	18	presented	present	VERB
ap-5194	196	19	in	in	ADP
ap-5194	196	20	table	table	NOUN
ap-5194	196	21	3	3	NUM
ap-5194	196	22	.	.	PUNCT
ap-5194	197	1	the	the	DET
ap-5194	197	2	convergence	convergence	NOUN
ap-5194	197	3	performance	performance	NOUN
ap-5194	197	4	of	of	ADP
ap-5194	197	5	the	the	DET
ap-5194	197	6	power	power	NOUN
ap-5194	197	7	saving	save	VERB
ap-5194	197	8	mode	mode	NOUN
ap-5194	197	9	(	(	PUNCT
ap-5194	197	10	psm	psm	PROPN
ap-5194	197	11	)	)	PUNCT
ap-5194	197	12	is	be	AUX
ap-5194	197	13	shown	show	VERB
ap-5194	197	14	in	in	ADP
ap-5194	197	15	fig	fig	NOUN
ap-5194	197	16	.	.	PUNCT
ap-5194	198	1	5	5	X
ap-5194	198	2	.	.	X
ap-5194	198	3	the	the	DET
ap-5194	198	4	simulation	simulation	NOUN
ap-5194	198	5	graph	graph	NOUN
ap-5194	198	6	presents	present	VERB
ap-5194	198	7	the	the	DET
ap-5194	198	8	convergence	convergence	NOUN
ap-5194	198	9	progresses	progress	VERB
ap-5194	198	10	of	of	ADP
ap-5194	198	11	the	the	DET
ap-5194	198	12	mean	mean	ADJ
ap-5194	198	13	(	(	PUNCT
ap-5194	198	14	average	average	ADJ
ap-5194	198	15	)	)	PUNCT
ap-5194	198	16	of	of	ADP
ap-5194	198	17	over	over	ADP
ap-5194	198	18	10	10	NUM
ap-5194	198	19	simulation	simulation	NOUN
ap-5194	198	20	runs	run	VERB
ap-5194	198	21	to	to	PART
ap-5194	198	22	provide	provide	VERB
ap-5194	198	23	a	a	DET
ap-5194	198	24	time	time	NOUN
ap-5194	198	25	-	-	PUNCT
ap-5194	198	26	invariant	invariant	ADJ
ap-5194	198	27	average	average	NOUN
ap-5194	198	28	and	and	CCONJ
ap-5194	198	29	maximum	maximum	ADJ
ap-5194	198	30	(	(	PUNCT
ap-5194	198	31	best	good	ADJ
ap-5194	198	32	)	)	PUNCT
ap-5194	198	33	fitness	fitness	NOUN
ap-5194	198	34	with	with	ADP
ap-5194	198	35	respect	respect	NOUN
ap-5194	198	36	to	to	ADP
ap-5194	198	37	the	the	DET
ap-5194	198	38	number	number	NOUN
ap-5194	198	39	of	of	ADP
ap-5194	198	40	generations	generation	NOUN
ap-5194	198	41	.	.	PUNCT
ap-5194	199	1	the	the	DET
ap-5194	199	2	maximum	maximum	ADJ
ap-5194	199	3	achievable	achievable	ADJ
ap-5194	199	4	fitness	fitness	NOUN
ap-5194	199	5	under	under	ADP
ap-5194	199	6	this	this	DET
ap-5194	199	7	mode	mode	NOUN
ap-5194	199	8	is	be	AUX
ap-5194	199	9	0.964	0.964	NUM
ap-5194	199	10	,	,	PUNCT
ap-5194	199	11	and	and	CCONJ
ap-5194	199	12	it	it	PRON
ap-5194	199	13	is	be	AUX
ap-5194	199	14	captured	capture	VERB
ap-5194	199	15	after	after	ADP
ap-5194	199	16	three	three	NUM
ap-5194	199	17	generations	generation	NOUN
ap-5194	199	18	as	as	SCONJ
ap-5194	199	19	indicated	indicate	VERB
ap-5194	199	20	in	in	ADP
ap-5194	199	21	table	table	NOUN
ap-5194	199	22	3	3	NUM
ap-5194	199	23	.	.	PUNCT
ap-5194	200	1	the	the	DET
ap-5194	200	2	pareto	pareto	VERB
ap-5194	200	3	-	-	PUNCT
ap-5194	200	4	front	front	NOUN
ap-5194	200	5	solution	solution	NOUN
ap-5194	200	6	achieved	achieve	VERB
ap-5194	200	7	for	for	ADP
ap-5194	200	8	transmission	transmission	NOUN
ap-5194	200	9	parameters	parameter	NOUN
ap-5194	200	10	’	'	PUNCT
ap-5194	200	11	for	for	ADP
ap-5194	200	12	psm	psm	NOUN
ap-5194	200	13	returns	return	NOUN
ap-5194	200	14	a	a	DET
ap-5194	200	15	transmit	transmit	NOUN
ap-5194	200	16	power	power	NOUN
ap-5194	200	17	of	of	ADP
ap-5194	200	18	0.1mw	0.1mw	PROPN
ap-5194	200	19	and	and	CCONJ
ap-5194	200	20	a	a	DET
ap-5194	200	21	modulation	modulation	NOUN
ap-5194	200	22	253	253	NUM
ap-5194	200	23	h.	h.	PROPN
ap-5194	200	24	t.	t.	PROPN
ap-5194	200	25	haider	haider	PROPN
ap-5194	200	26	,	,	PUNCT
ap-5194	200	27	d.	d.	PROPN
ap-5194	200	28	h.	h.	PROPN
ap-5194	200	29	muhsen	muhsen	PROPN
ap-5194	200	30	,	,	PUNCT
ap-5194	200	31	h.	h.	PROPN
ap-5194	200	32	i.	i.	PROPN
ap-5194	200	33	shahadi	shahadi	PROPN
ap-5194	200	34	et	et	PROPN
ap-5194	200	35	al	al	PROPN
ap-5194	200	36	.	.	PROPN
ap-5194	200	37	acta	acta	PROPN
ap-5194	200	38	polytechnica	polytechnica	PROPN
ap-5194	200	39	transmission	transmission	PROPN
ap-5194	200	40	mode	mode	PROPN
ap-5194	200	41	fitness	fitness	NOUN
ap-5194	200	42	scores	score	NOUN
ap-5194	200	43	no	no	INTJ
ap-5194	200	44	.	.	PUNCT
ap-5194	201	1	of	of	ADP
ap-5194	201	2	generation	generation	NOUN
ap-5194	201	3	(	(	PUNCT
ap-5194	201	4	max	max	PROPN
ap-5194	201	5	.	.	PUNCT
ap-5194	202	1	fitness	fitness	PROPN
ap-5194	202	2	)	)	PUNCT
ap-5194	203	1	no	no	INTJ
ap-5194	203	2	.	.	NOUN
ap-5194	204	1	of	of	ADP
ap-5194	204	2	generation	generation	NOUN
ap-5194	204	3	(	(	PUNCT
ap-5194	204	4	mean	mean	VERB
ap-5194	204	5	.	.	PUNCT
ap-5194	205	1	fitness	fitness	NOUN
ap-5194	205	2	)	)	PUNCT
ap-5194	205	3	time	time	NOUN
ap-5194	205	4	per	per	ADP
ap-5194	205	5	one	one	NUM
ap-5194	205	6	generation	generation	NOUN
ap-5194	205	7	(	(	PUNCT
ap-5194	205	8	ms	ms	PROPN
ap-5194	205	9	)	)	PUNCT
ap-5194	205	10	mt	mt	PROPN
ap-5194	205	11	mi	mi	PROPN
ap-5194	205	12	pt	pt	PROPN
ap-5194	205	13	/	/	SYM
ap-5194	205	14	mw	mw	PROPN
ap-5194	205	15	psm	psm	NOUN
ap-5194	205	16	0.9648	0.9648	NUM
ap-5194	205	17	3	3	NUM
ap-5194	205	18	8	8	NUM
ap-5194	205	19	1.51	1.51	NUM
ap-5194	205	20	qam	qam	NOUN
ap-5194	205	21	512	512	NUM
ap-5194	205	22	0.1	0.1	NUM
ap-5194	205	23	htm	htm	PROPN
ap-5194	205	24	0.9880	0.9880	NUM
ap-5194	205	25	2	2	NUM
ap-5194	205	26	7	7	NUM
ap-5194	205	27	1.54	1.54	NUM
ap-5194	205	28	qam	qam	NOUN
ap-5194	205	29	512	512	NUM
ap-5194	205	30	1.253	1.253	NUM
ap-5194	205	31	ecm	ecm	NOUN
ap-5194	205	32	0.9629	0.9629	NUM
ap-5194	205	33	3	3	NUM
ap-5194	205	34	9	9	NUM
ap-5194	205	35	1.57	1.57	NUM
ap-5194	205	36	psk	psk	NOUN
ap-5194	205	37	4	4	NUM
ap-5194	205	38	2.56	2.56	NUM
ap-5194	205	39	blm	blm	NOUN
ap-5194	205	40	0.9596	0.9596	NUM
ap-5194	205	41	2	2	NUM
ap-5194	205	42	5	5	NUM
ap-5194	205	43	1.63	1.63	NUM
ap-5194	205	44	qam	qam	NOUN
ap-5194	205	45	512	512	NUM
ap-5194	205	46	0.125	0.125	NUM
ap-5194	205	47	table	table	NOUN
ap-5194	205	48	3	3	NUM
ap-5194	205	49	.	.	PUNCT
ap-5194	205	50	simulation	simulation	NOUN
ap-5194	205	51	results	result	NOUN
ap-5194	205	52	of	of	ADP
ap-5194	205	53	de	de	NOUN
ap-5194	205	54	-	-	PUNCT
ap-5194	205	55	based	base	VERB
ap-5194	205	56	cr	cr	PROPN
ap-5194	205	57	system	system	NOUN
ap-5194	205	58	.	.	PUNCT
ap-5194	206	1	figure	figure	NOUN
ap-5194	206	2	5	5	NUM
ap-5194	206	3	.	.	PUNCT
ap-5194	206	4	power	power	NOUN
ap-5194	206	5	saving	save	VERB
ap-5194	206	6	mode	mode	NOUN
ap-5194	206	7	(	(	PUNCT
ap-5194	206	8	psm	psm	NOUN
ap-5194	206	9	)	)	PUNCT
ap-5194	206	10	convergence	convergence	NOUN
ap-5194	206	11	.	.	PUNCT
ap-5194	207	1	figure	figure	NOUN
ap-5194	207	2	6	6	NUM
ap-5194	207	3	.	.	PUNCT
ap-5194	207	4	high	high	ADJ
ap-5194	207	5	throughput	throughput	NOUN
ap-5194	207	6	mode	mode	NOUN
ap-5194	207	7	(	(	PUNCT
ap-5194	207	8	htm	htm	PROPN
ap-5194	207	9	)	)	PUNCT
ap-5194	207	10	convergence	convergence	NOUN
ap-5194	207	11	.	.	PUNCT
ap-5194	208	1	254	254	NUM
ap-5194	208	2	vol	vol	NOUN
ap-5194	208	3	.	.	PUNCT
ap-5194	209	1	59	59	NUM
ap-5194	209	2	no	no	NOUN
ap-5194	209	3	.	.	PUNCT
ap-5194	210	1	3/2019	3/2019	NUM
ap-5194	210	2	dynamic	dynamic	ADJ
ap-5194	210	3	smart	smart	ADJ
ap-5194	210	4	grid	grid	NOUN
ap-5194	210	5	communication	communication	NOUN
ap-5194	210	6	parameters	parameter	NOUN
ap-5194	210	7	.	.	PUNCT
ap-5194	210	8	.	.	PUNCT
ap-5194	210	9	.	.	PUNCT
ap-5194	211	1	figure	figure	VERB
ap-5194	211	2	7	7	NUM
ap-5194	211	3	.	.	PUNCT
ap-5194	212	1	emergency	emergency	NOUN
ap-5194	212	2	communication	communication	NOUN
ap-5194	212	3	mode	mode	NOUN
ap-5194	212	4	(	(	PUNCT
ap-5194	212	5	ecm	ecm	NOUN
ap-5194	212	6	)	)	PUNCT
ap-5194	212	7	convergence	convergence	NOUN
ap-5194	212	8	.	.	PUNCT
ap-5194	213	1	figure	figure	NOUN
ap-5194	213	2	8	8	NUM
ap-5194	213	3	.	.	PUNCT
ap-5194	214	1	balance	balance	NOUN
ap-5194	214	2	communication	communication	NOUN
ap-5194	214	3	mode	mode	NOUN
ap-5194	214	4	(	(	PUNCT
ap-5194	214	5	blm	blm	NOUN
ap-5194	214	6	)	)	PUNCT
ap-5194	214	7	convergence	convergence	NOUN
ap-5194	214	8	.	.	PUNCT
ap-5194	215	1	scheme	scheme	NOUN
ap-5194	215	2	of	of	ADP
ap-5194	215	3	512	512	NUM
ap-5194	215	4	-	-	PUNCT
ap-5194	215	5	qam	qam	NOUN
ap-5194	215	6	.	.	PUNCT
ap-5194	216	1	the	the	DET
ap-5194	216	2	transmit	transmit	NOUN
ap-5194	216	3	power	power	NOUN
ap-5194	216	4	controlled	control	VERB
ap-5194	216	5	by	by	ADP
ap-5194	216	6	the	the	DET
ap-5194	216	7	mode	mode	NOUN
ap-5194	216	8	cognitive	cognitive	ADJ
ap-5194	216	9	engine	engine	NOUN
ap-5194	216	10	is	be	AUX
ap-5194	216	11	much	much	ADV
ap-5194	216	12	lower	low	ADJ
ap-5194	216	13	(	(	PUNCT
ap-5194	216	14	to	to	PART
ap-5194	216	15	save	save	VERB
ap-5194	216	16	the	the	DET
ap-5194	216	17	power	power	NOUN
ap-5194	216	18	)	)	PUNCT
ap-5194	216	19	,	,	PUNCT
ap-5194	216	20	while	while	SCONJ
ap-5194	216	21	the	the	DET
ap-5194	216	22	modulation	modulation	NOUN
ap-5194	216	23	scheme	scheme	NOUN
ap-5194	216	24	is	be	AUX
ap-5194	216	25	relatively	relatively	ADV
ap-5194	216	26	high	high	ADJ
ap-5194	216	27	(	(	PUNCT
ap-5194	216	28	which	which	PRON
ap-5194	216	29	means	mean	VERB
ap-5194	216	30	a	a	DET
ap-5194	216	31	high	high	ADJ
ap-5194	216	32	ber	ber	NOUN
ap-5194	216	33	)	)	PUNCT
ap-5194	216	34	.	.	PUNCT
ap-5194	217	1	when	when	SCONJ
ap-5194	217	2	a	a	DET
ap-5194	217	3	large	large	ADJ
ap-5194	217	4	amount	amount	NOUN
ap-5194	217	5	of	of	ADP
ap-5194	217	6	data	datum	NOUN
ap-5194	217	7	must	must	AUX
ap-5194	217	8	be	be	AUX
ap-5194	217	9	sent	send	VERB
ap-5194	217	10	or	or	CCONJ
ap-5194	217	11	relayed	relay	VERB
ap-5194	217	12	while	while	SCONJ
ap-5194	217	13	maintaining	maintain	VERB
ap-5194	217	14	a	a	DET
ap-5194	217	15	high	high	ADJ
ap-5194	217	16	throughput	throughput	NOUN
ap-5194	217	17	,	,	PUNCT
ap-5194	217	18	the	the	DET
ap-5194	217	19	weighting	weighting	NOUN
ap-5194	217	20	coefficients	coefficient	NOUN
ap-5194	217	21	of	of	ADP
ap-5194	217	22	the	the	DET
ap-5194	217	23	high	high	ADJ
ap-5194	217	24	throughput	throughput	NOUN
ap-5194	217	25	mode	mode	NOUN
ap-5194	217	26	(	(	PUNCT
ap-5194	217	27	htm	htm	PROPN
ap-5194	217	28	)	)	PUNCT
ap-5194	217	29	function	function	NOUN
ap-5194	217	30	are	be	AUX
ap-5194	217	31	distributed	distribute	VERB
ap-5194	217	32	to	to	PART
ap-5194	217	33	prioritize	prioritize	VERB
ap-5194	217	34	the	the	DET
ap-5194	217	35	maximizing	maximize	VERB
ap-5194	217	36	throughput	throughput	NOUN
ap-5194	217	37	.	.	PUNCT
ap-5194	218	1	the	the	DET
ap-5194	218	2	results	result	NOUN
ap-5194	218	3	are	be	AUX
ap-5194	218	4	obtained	obtain	VERB
ap-5194	218	5	after	after	ADP
ap-5194	218	6	a	a	DET
ap-5194	218	7	fast	fast	ADJ
ap-5194	218	8	convergence	convergence	NOUN
ap-5194	218	9	of	of	ADP
ap-5194	218	10	only	only	ADV
ap-5194	218	11	two	two	NUM
ap-5194	218	12	generations	generation	NOUN
ap-5194	218	13	,	,	PUNCT
ap-5194	218	14	scoring	score	VERB
ap-5194	218	15	a	a	DET
ap-5194	218	16	fitness	fitness	NOUN
ap-5194	218	17	value	value	NOUN
ap-5194	218	18	of	of	ADP
ap-5194	218	19	0.988	0.988	NUM
ap-5194	218	20	(	(	PUNCT
ap-5194	218	21	see	see	VERB
ap-5194	218	22	fig	fig	NOUN
ap-5194	218	23	.	.	PUNCT
ap-5194	219	1	6	6	NUM
ap-5194	219	2	)	)	PUNCT
ap-5194	219	3	.	.	PUNCT
ap-5194	220	1	for	for	ADP
ap-5194	220	2	this	this	DET
ap-5194	220	3	communication	communication	NOUN
ap-5194	220	4	mode	mode	NOUN
ap-5194	220	5	,	,	PUNCT
ap-5194	220	6	the	the	DET
ap-5194	220	7	obtained	obtain	VERB
ap-5194	220	8	pareto	pareto	VERB
ap-5194	220	9	-	-	PUNCT
ap-5194	220	10	front	front	NOUN
ap-5194	220	11	solution	solution	NOUN
ap-5194	220	12	are	be	AUX
ap-5194	220	13	is	be	AUX
ap-5194	220	14	a	a	DET
ap-5194	220	15	transmit	transmit	ADJ
ap-5194	220	16	power	power	NOUN
ap-5194	220	17	of	of	ADP
ap-5194	220	18	1.253	1.253	NUM
ap-5194	220	19	mw	mw	NOUN
ap-5194	220	20	and	and	CCONJ
ap-5194	220	21	a	a	DET
ap-5194	220	22	modulation	modulation	NOUN
ap-5194	220	23	scheme	scheme	NOUN
ap-5194	220	24	of	of	ADP
ap-5194	220	25	512	512	NUM
ap-5194	220	26	-	-	PUNCT
ap-5194	220	27	qam	qam	NOUN
ap-5194	220	28	.	.	PUNCT
ap-5194	221	1	under	under	ADP
ap-5194	221	2	this	this	DET
ap-5194	221	3	mode	mode	NOUN
ap-5194	221	4	,	,	PUNCT
ap-5194	221	5	therefore	therefore	ADV
ap-5194	221	6	,	,	PUNCT
ap-5194	221	7	the	the	DET
ap-5194	221	8	modulation	modulation	NOUN
ap-5194	221	9	scheme	scheme	NOUN
ap-5194	221	10	is	be	AUX
ap-5194	221	11	set	set	VERB
ap-5194	221	12	to	to	ADP
ap-5194	221	13	512	512	NUM
ap-5194	221	14	-	-	PUNCT
ap-5194	221	15	qam	qam	NOUN
ap-5194	221	16	by	by	ADP
ap-5194	221	17	the	the	DET
ap-5194	221	18	mode	mode	NOUN
ap-5194	221	19	cognitive	cognitive	ADJ
ap-5194	221	20	engine	engine	NOUN
ap-5194	221	21	,	,	PUNCT
ap-5194	221	22	which	which	PRON
ap-5194	221	23	maximizes	maximize	VERB
ap-5194	221	24	the	the	DET
ap-5194	221	25	throughput	throughput	NOUN
ap-5194	221	26	of	of	ADP
ap-5194	221	27	the	the	DET
ap-5194	221	28	systems	system	NOUN
ap-5194	221	29	at	at	ADP
ap-5194	221	30	the	the	DET
ap-5194	221	31	cost	cost	NOUN
ap-5194	221	32	of	of	ADP
ap-5194	221	33	a	a	DET
ap-5194	221	34	large	large	ADJ
ap-5194	221	35	transmit	transmit	NOUN
ap-5194	221	36	power	power	NOUN
ap-5194	221	37	and	and	CCONJ
ap-5194	221	38	a	a	DET
ap-5194	221	39	high	high	ADJ
ap-5194	221	40	ber	ber	NOUN
ap-5194	221	41	.	.	PUNCT
ap-5194	222	1	under	under	ADP
ap-5194	222	2	the	the	DET
ap-5194	222	3	emergency	emergency	NOUN
ap-5194	222	4	communication	communication	NOUN
ap-5194	222	5	mode	mode	NOUN
ap-5194	222	6	(	(	PUNCT
ap-5194	222	7	ecm	ecm	PROPN
ap-5194	222	8	)	)	PUNCT
ap-5194	222	9	,	,	PUNCT
ap-5194	222	10	additional	additional	ADJ
ap-5194	222	11	emphasis	emphasis	NOUN
ap-5194	222	12	is	be	AUX
ap-5194	222	13	placed	place	VERB
ap-5194	222	14	on	on	ADP
ap-5194	222	15	the	the	DET
ap-5194	222	16	objective	objective	NOUN
ap-5194	222	17	of	of	ADP
ap-5194	222	18	minimizing	minimize	VERB
ap-5194	222	19	the	the	DET
ap-5194	222	20	ber	ber	NOUN
ap-5194	222	21	to	to	PART
ap-5194	222	22	realize	realize	VERB
ap-5194	222	23	a	a	DET
ap-5194	222	24	scenario	scenario	NOUN
ap-5194	222	25	of	of	ADP
ap-5194	222	26	a	a	DET
ap-5194	222	27	reliable	reliable	ADJ
ap-5194	222	28	transmission	transmission	NOUN
ap-5194	222	29	and	and	CCONJ
ap-5194	222	30	reception	reception	NOUN
ap-5194	222	31	.	.	PUNCT
ap-5194	223	1	fig	fig	NOUN
ap-5194	223	2	.	.	PUNCT
ap-5194	224	1	7	7	NUM
ap-5194	224	2	illustrates	illustrate	VERB
ap-5194	224	3	the	the	DET
ap-5194	224	4	results	result	NOUN
ap-5194	224	5	obtained	obtain	VERB
ap-5194	224	6	by	by	ADP
ap-5194	224	7	running	run	VERB
ap-5194	224	8	the	the	DET
ap-5194	224	9	mode	mode	NOUN
ap-5194	224	10	-	-	PUNCT
ap-5194	224	11	based	base	VERB
ap-5194	224	12	crde	crde	NOUN
ap-5194	224	13	system	system	NOUN
ap-5194	224	14	for	for	ADP
ap-5194	224	15	a	a	DET
ap-5194	224	16	given	give	VERB
ap-5194	224	17	set	set	NOUN
ap-5194	224	18	of	of	ADP
ap-5194	224	19	environmental	environmental	ADJ
ap-5194	224	20	parameters	parameter	NOUN
ap-5194	224	21	.	.	PUNCT
ap-5194	225	1	the	the	DET
ap-5194	225	2	maximum	maximum	PROPN
ap-5194	225	3	achievable	achievable	ADJ
ap-5194	225	4	fitness	fitness	NOUN
ap-5194	225	5	is	be	AUX
ap-5194	225	6	0.962	0.962	NUM
ap-5194	225	7	,	,	PUNCT
ap-5194	225	8	and	and	CCONJ
ap-5194	225	9	it	it	PRON
ap-5194	225	10	is	be	AUX
ap-5194	225	11	obtained	obtain	VERB
ap-5194	225	12	within	within	ADP
ap-5194	225	13	the	the	DET
ap-5194	225	14	three	three	NUM
ap-5194	225	15	generations	generation	NOUN
ap-5194	225	16	.	.	PUNCT
ap-5194	226	1	as	as	SCONJ
ap-5194	226	2	shown	show	VERB
ap-5194	226	3	in	in	ADP
ap-5194	226	4	table	table	NOUN
ap-5194	226	5	3	3	NUM
ap-5194	226	6	,	,	PUNCT
ap-5194	226	7	the	the	DET
ap-5194	226	8	pareto	pareto	VERB
ap-5194	226	9	-	-	PUNCT
ap-5194	226	10	front	front	NOUN
ap-5194	226	11	results	result	NOUN
ap-5194	226	12	returns	return	VERB
ap-5194	226	13	a	a	DET
ap-5194	226	14	transmit	transmit	ADJ
ap-5194	226	15	power	power	NOUN
ap-5194	226	16	of	of	ADP
ap-5194	226	17	2.56mw	2.56mw	NOUN
ap-5194	226	18	and	and	CCONJ
ap-5194	226	19	a	a	DET
ap-5194	226	20	modulation	modulation	NOUN
ap-5194	226	21	scheme	scheme	NOUN
ap-5194	226	22	of	of	ADP
ap-5194	226	23	4	4	NUM
ap-5194	226	24	-	-	PUNCT
ap-5194	226	25	psk	psk	NOUN
ap-5194	226	26	for	for	ADP
ap-5194	226	27	the	the	DET
ap-5194	226	28	ecm	ecm	PROPN
ap-5194	226	29	communication	communication	NOUN
ap-5194	226	30	mode	mode	NOUN
ap-5194	226	31	.	.	PUNCT
ap-5194	227	1	the	the	DET
ap-5194	227	2	modulation	modulation	NOUN
ap-5194	227	3	scheme	scheme	NOUN
ap-5194	227	4	is	be	AUX
ap-5194	227	5	extremely	extremely	ADV
ap-5194	227	6	low	low	ADJ
ap-5194	227	7	,	,	PUNCT
ap-5194	227	8	controlled	control	VERB
ap-5194	227	9	by	by	ADP
ap-5194	227	10	the	the	DET
ap-5194	227	11	mode	mode	NOUN
ap-5194	227	12	cognitive	cognitive	ADJ
ap-5194	227	13	engine	engine	NOUN
ap-5194	227	14	at	at	ADP
ap-5194	227	15	the	the	DET
ap-5194	227	16	cost	cost	NOUN
ap-5194	227	17	of	of	ADP
ap-5194	227	18	a	a	DET
ap-5194	227	19	larger	large	ADJ
ap-5194	227	20	transmit	transmit	NOUN
ap-5194	227	21	power	power	NOUN
ap-5194	227	22	.	.	PUNCT
ap-5194	228	1	for	for	ADP
ap-5194	228	2	the	the	DET
ap-5194	228	3	balanced	balanced	ADJ
ap-5194	228	4	priority	priority	NOUN
ap-5194	228	5	mode	mode	NOUN
ap-5194	228	6	(	(	PUNCT
ap-5194	228	7	blm	blm	PROPN
ap-5194	228	8	)	)	PUNCT
ap-5194	228	9	,	,	PUNCT
ap-5194	228	10	the	the	DET
ap-5194	228	11	three	three	NUM
ap-5194	228	12	single	single	ADJ
ap-5194	228	13	objective	objective	ADJ
ap-5194	228	14	functions	function	NOUN
ap-5194	228	15	constructed	construct	VERB
ap-5194	228	16	are	be	AUX
ap-5194	228	17	all	all	PRON
ap-5194	228	18	given	give	VERB
ap-5194	228	19	equal	equal	ADJ
ap-5194	228	20	weights	weight	NOUN
ap-5194	228	21	.	.	PUNCT
ap-5194	229	1	this	this	DET
ap-5194	229	2	scenario	scenario	NOUN
ap-5194	229	3	may	may	AUX
ap-5194	229	4	be	be	AUX
ap-5194	229	5	utilized	utilize	VERB
ap-5194	229	6	by	by	ADP
ap-5194	229	7	the	the	DET
ap-5194	229	8	mode	mode	NOUN
ap-5194	229	9	-	-	PUNCT
ap-5194	229	10	based	base	VERB
ap-5194	229	11	crde	crde	NOUN
ap-5194	229	12	system	system	NOUN
ap-5194	229	13	in	in	ADP
ap-5194	229	14	the	the	DET
ap-5194	229	15	case	case	NOUN
ap-5194	229	16	no	no	DET
ap-5194	229	17	particular	particular	ADJ
ap-5194	229	18	operational	operational	ADJ
ap-5194	229	19	plan	plan	NOUN
ap-5194	229	20	exists	exist	VERB
ap-5194	229	21	or	or	CCONJ
ap-5194	229	22	when	when	SCONJ
ap-5194	229	23	255	255	NUM
ap-5194	229	24	h.	h.	PROPN
ap-5194	229	25	t.	t.	PROPN
ap-5194	229	26	haider	haider	PROPN
ap-5194	229	27	,	,	PUNCT
ap-5194	229	28	d.	d.	PROPN
ap-5194	229	29	h.	h.	PROPN
ap-5194	229	30	muhsen	muhsen	PROPN
ap-5194	229	31	,	,	PUNCT
ap-5194	230	1	h.	h.	PROPN
ap-5194	230	2	i.	i.	PROPN
ap-5194	230	3	shahadi	shahadi	PROPN
ap-5194	230	4	et	et	PROPN
ap-5194	230	5	al	al	PROPN
ap-5194	230	6	.	.	PROPN
ap-5194	230	7	acta	acta	PROPN
ap-5194	230	8	polytechnica	polytechnica	PROPN
ap-5194	230	9	the	the	DET
ap-5194	230	10	system	system	NOUN
ap-5194	230	11	requires	require	VERB
ap-5194	230	12	no	no	DET
ap-5194	230	13	major	major	ADJ
ap-5194	230	14	attraction	attraction	NOUN
ap-5194	230	15	in	in	ADP
ap-5194	230	16	favour	favour	NOUN
ap-5194	230	17	of	of	ADP
ap-5194	230	18	a	a	DET
ap-5194	230	19	specific	specific	ADJ
ap-5194	230	20	objective	objective	NOUN
ap-5194	230	21	compared	compare	VERB
ap-5194	230	22	with	with	ADP
ap-5194	230	23	other	other	ADJ
ap-5194	230	24	objectives	objective	NOUN
ap-5194	230	25	.	.	PUNCT
ap-5194	231	1	the	the	DET
ap-5194	231	2	convergence	convergence	NOUN
ap-5194	231	3	performance	performance	NOUN
ap-5194	231	4	of	of	ADP
ap-5194	231	5	the	the	DET
ap-5194	231	6	system	system	NOUN
ap-5194	231	7	is	be	AUX
ap-5194	231	8	shown	show	VERB
ap-5194	231	9	in	in	ADP
ap-5194	231	10	fig	fig	NOUN
ap-5194	231	11	.	.	PUNCT
ap-5194	232	1	8	8	X
ap-5194	232	2	.	.	X
ap-5194	232	3	figure	figure	NOUN
ap-5194	232	4	8	8	NUM
ap-5194	232	5	demonstrates	demonstrate	VERB
ap-5194	232	6	the	the	DET
ap-5194	232	7	optimal	optimal	ADJ
ap-5194	232	8	solution	solution	NOUN
ap-5194	232	9	obtained	obtain	VERB
ap-5194	232	10	after	after	ADP
ap-5194	232	11	only	only	ADV
ap-5194	232	12	two	two	NUM
ap-5194	232	13	generations	generation	NOUN
ap-5194	232	14	,	,	PUNCT
ap-5194	232	15	scoring	score	VERB
ap-5194	232	16	a	a	DET
ap-5194	232	17	maximum	maximum	ADJ
ap-5194	232	18	achievable	achievable	ADJ
ap-5194	232	19	fitness	fitness	NOUN
ap-5194	232	20	of	of	ADP
ap-5194	232	21	0.959	0.959	NUM
ap-5194	232	22	.	.	PUNCT
ap-5194	233	1	under	under	ADP
ap-5194	233	2	this	this	DET
ap-5194	233	3	communication	communication	NOUN
ap-5194	233	4	mode	mode	NOUN
ap-5194	233	5	,	,	PUNCT
ap-5194	233	6	the	the	DET
ap-5194	233	7	pareto	pareto	VERB
ap-5194	233	8	-	-	PUNCT
ap-5194	233	9	front	front	NOUN
ap-5194	233	10	solution	solution	NOUN
ap-5194	233	11	provides	provide	VERB
ap-5194	233	12	a	a	DET
ap-5194	233	13	transmit	transmit	ADJ
ap-5194	233	14	power	power	NOUN
ap-5194	233	15	of	of	ADP
ap-5194	233	16	0.125mw	0.125mw	NOUN
ap-5194	233	17	and	and	CCONJ
ap-5194	233	18	a	a	DET
ap-5194	233	19	modulation	modulation	NOUN
ap-5194	233	20	scheme	scheme	NOUN
ap-5194	233	21	of	of	ADP
ap-5194	233	22	512	512	NUM
ap-5194	233	23	-	-	PUNCT
ap-5194	233	24	qam	qam	NOUN
ap-5194	233	25	.	.	PUNCT
ap-5194	234	1	the	the	DET
ap-5194	234	2	transmit	transmit	NOUN
ap-5194	234	3	power	power	NOUN
ap-5194	234	4	is	be	AUX
ap-5194	234	5	relatively	relatively	ADV
ap-5194	234	6	small	small	ADJ
ap-5194	234	7	with	with	ADP
ap-5194	234	8	a	a	DET
ap-5194	234	9	high	high	ADJ
ap-5194	234	10	modulation	modulation	NOUN
ap-5194	234	11	scheme	scheme	NOUN
ap-5194	234	12	.	.	PUNCT
ap-5194	235	1	another	another	DET
ap-5194	235	2	important	important	ADJ
ap-5194	235	3	characteristic	characteristic	NOUN
ap-5194	235	4	of	of	ADP
ap-5194	235	5	the	the	DET
ap-5194	235	6	proposed	propose	VERB
ap-5194	235	7	mode	mode	NOUN
ap-5194	235	8	-	-	PUNCT
ap-5194	235	9	based	base	VERB
ap-5194	235	10	crde	crde	NOUN
ap-5194	235	11	communication	communication	NOUN
ap-5194	235	12	system	system	NOUN
ap-5194	235	13	is	be	AUX
ap-5194	235	14	the	the	DET
ap-5194	235	15	time	time	NOUN
ap-5194	235	16	per	per	ADP
ap-5194	235	17	generation	generation	NOUN
ap-5194	235	18	.	.	PUNCT
ap-5194	236	1	the	the	DET
ap-5194	236	2	cognitive	cognitive	ADJ
ap-5194	236	3	system	system	NOUN
ap-5194	236	4	is	be	AUX
ap-5194	236	5	stopped	stop	VERB
ap-5194	236	6	after	after	SCONJ
ap-5194	236	7	it	it	PRON
ap-5194	236	8	reaches	reach	VERB
ap-5194	236	9	the	the	DET
ap-5194	236	10	generation	generation	NOUN
ap-5194	236	11	that	that	PRON
ap-5194	236	12	gives	give	VERB
ap-5194	236	13	the	the	DET
ap-5194	236	14	highest	high	ADJ
ap-5194	236	15	possible	possible	ADJ
ap-5194	236	16	fitness	fitness	NOUN
ap-5194	236	17	scores	score	NOUN
ap-5194	236	18	.	.	PUNCT
ap-5194	237	1	for	for	ADP
ap-5194	237	2	all	all	DET
ap-5194	237	3	considered	consider	VERB
ap-5194	237	4	communication	communication	NOUN
ap-5194	237	5	modes	mode	NOUN
ap-5194	237	6	in	in	ADP
ap-5194	237	7	table	table	NOUN
ap-5194	237	8	3	3	NUM
ap-5194	237	9	,	,	PUNCT
ap-5194	237	10	the	the	DET
ap-5194	237	11	system	system	NOUN
ap-5194	237	12	reaches	reach	VERB
ap-5194	237	13	the	the	DET
ap-5194	237	14	highest	high	ADJ
ap-5194	237	15	scoring	scoring	NOUN
ap-5194	237	16	fitness	fitness	NOUN
ap-5194	237	17	after	after	ADP
ap-5194	237	18	only	only	ADV
ap-5194	237	19	two	two	NUM
ap-5194	237	20	to	to	PART
ap-5194	237	21	three	three	NUM
ap-5194	237	22	generations	generation	NOUN
ap-5194	237	23	.	.	PUNCT
ap-5194	238	1	the	the	DET
ap-5194	238	2	average	average	ADJ
ap-5194	238	3	times	time	NOUN
ap-5194	238	4	per	per	ADP
ap-5194	238	5	one	one	NUM
ap-5194	238	6	generation	generation	NOUN
ap-5194	238	7	are	be	AUX
ap-5194	238	8	1.51	1.51	NUM
ap-5194	238	9	,	,	PUNCT
ap-5194	238	10	1.54	1.54	NUM
ap-5194	238	11	,	,	PUNCT
ap-5194	238	12	1.57	1.57	NUM
ap-5194	238	13	,	,	PUNCT
ap-5194	238	14	and	and	CCONJ
ap-5194	238	15	1.63ms	1.63ms	ADV
ap-5194	238	16	for	for	ADP
ap-5194	238	17	psm	psm	PROPN
ap-5194	238	18	,	,	PUNCT
ap-5194	238	19	htm	htm	PROPN
ap-5194	238	20	,	,	PUNCT
ap-5194	238	21	ecm	ecm	NOUN
ap-5194	238	22	,	,	PUNCT
ap-5194	238	23	and	and	CCONJ
ap-5194	238	24	blm	blm	NOUN
ap-5194	238	25	,	,	PUNCT
ap-5194	238	26	respectively	respectively	ADV
ap-5194	238	27	.	.	PUNCT
ap-5194	239	1	therefore	therefore	ADV
ap-5194	239	2	,	,	PUNCT
ap-5194	239	3	the	the	DET
ap-5194	239	4	total	total	NOUN
ap-5194	239	5	required	require	VERB
ap-5194	239	6	times	time	NOUN
ap-5194	239	7	for	for	ADP
ap-5194	239	8	psm	psm	PROPN
ap-5194	239	9	,	,	PUNCT
ap-5194	239	10	htm	htm	PROPN
ap-5194	239	11	,	,	PUNCT
ap-5194	239	12	ecm	ecm	NOUN
ap-5194	239	13	,	,	PUNCT
ap-5194	239	14	and	and	CCONJ
ap-5194	239	15	blm	blm	PROPN
ap-5194	239	16	are	be	AUX
ap-5194	239	17	4.53	4.53	NUM
ap-5194	239	18	,	,	PUNCT
ap-5194	239	19	3.08	3.08	NUM
ap-5194	239	20	,	,	PUNCT
ap-5194	239	21	4.71	4.71	NUM
ap-5194	239	22	,	,	PUNCT
ap-5194	239	23	and	and	CCONJ
ap-5194	239	24	3.26ms	3.26ms	NUM
ap-5194	239	25	,	,	PUNCT
ap-5194	239	26	respectively	respectively	ADV
ap-5194	239	27	,	,	PUNCT
ap-5194	239	28	to	to	PART
ap-5194	239	29	complete	complete	VERB
ap-5194	239	30	the	the	DET
ap-5194	239	31	computation	computation	NOUN
ap-5194	239	32	within	within	ADP
ap-5194	239	33	two	two	NUM
ap-5194	239	34	de	de	ADJ
ap-5194	239	35	generations	generation	NOUN
ap-5194	239	36	.	.	PUNCT
ap-5194	240	1	6.2	6.2	NUM
ap-5194	240	2	.	.	PUNCT
ap-5194	241	1	performance	performance	NOUN
ap-5194	241	2	comparison	comparison	NOUN
ap-5194	241	3	to	to	PART
ap-5194	241	4	highlight	highlight	VERB
ap-5194	241	5	the	the	DET
ap-5194	241	6	difference	difference	NOUN
ap-5194	241	7	between	between	ADP
ap-5194	241	8	the	the	DET
ap-5194	241	9	proposed	propose	VERB
ap-5194	241	10	mode	mode	NOUN
ap-5194	241	11	-	-	PUNCT
ap-5194	241	12	based	base	VERB
ap-5194	241	13	crde	crde	NOUN
ap-5194	241	14	and	and	CCONJ
ap-5194	241	15	previously	previously	ADV
ap-5194	241	16	published	publish	VERB
ap-5194	241	17	systems	system	NOUN
ap-5194	241	18	,	,	PUNCT
ap-5194	241	19	the	the	DET
ap-5194	241	20	proposed	propose	VERB
ap-5194	241	21	mode	mode	NOUN
ap-5194	241	22	-	-	PUNCT
ap-5194	241	23	based	base	VERB
ap-5194	241	24	crde	crde	NOUN
ap-5194	241	25	is	be	AUX
ap-5194	241	26	compared	compare	VERB
ap-5194	241	27	with	with	ADP
ap-5194	241	28	the	the	DET
ap-5194	241	29	ga	ga	NOUN
ap-5194	241	30	-	-	PUNCT
ap-5194	241	31	based	base	VERB
ap-5194	241	32	cr	cr	PROPN
ap-5194	241	33	systems	system	NOUN
ap-5194	241	34	used	use	VERB
ap-5194	241	35	in	in	ADP
ap-5194	241	36	[	[	X
ap-5194	241	37	21	21	NUM
ap-5194	241	38	]	]	PUNCT
ap-5194	241	39	,	,	PUNCT
ap-5194	241	40	the	the	DET
ap-5194	241	41	maco	maco	PROPN
ap-5194	241	42	-	-	PUNCT
ap-5194	241	43	based	base	VERB
ap-5194	241	44	cr	cr	NOUN
ap-5194	241	45	in	in	ADP
ap-5194	241	46	[	[	X
ap-5194	241	47	25	25	NUM
ap-5194	241	48	]	]	PUNCT
ap-5194	241	49	and	and	CCONJ
ap-5194	241	50	the	the	DET
ap-5194	241	51	pso	pso	NOUN
ap-5194	241	52	based	base	VERB
ap-5194	241	53	cr	cr	PROPN
ap-5194	241	54	in	in	ADP
ap-5194	241	55	[	[	X
ap-5194	241	56	26	26	NUM
ap-5194	241	57	]	]	PUNCT
ap-5194	241	58	.	.	PUNCT
ap-5194	242	1	the	the	DET
ap-5194	242	2	comparison	comparison	NOUN
ap-5194	242	3	is	be	AUX
ap-5194	242	4	based	base	VERB
ap-5194	242	5	on	on	ADP
ap-5194	242	6	the	the	DET
ap-5194	242	7	maximum	maximum	PROPN
ap-5194	242	8	fitness	fitness	NOUN
ap-5194	242	9	scores	score	NOUN
ap-5194	242	10	for	for	ADP
ap-5194	242	11	the	the	DET
ap-5194	242	12	given	give	VERB
ap-5194	242	13	communication	communication	NOUN
ap-5194	242	14	modes	mode	NOUN
ap-5194	242	15	and	and	CCONJ
ap-5194	242	16	the	the	DET
ap-5194	242	17	number	number	NOUN
ap-5194	242	18	of	of	ADP
ap-5194	242	19	generations	generation	NOUN
ap-5194	242	20	to	to	PART
ap-5194	242	21	reach	reach	VERB
ap-5194	242	22	the	the	DET
ap-5194	242	23	maximum	maximum	PROPN
ap-5194	242	24	fitness	fitness	NOUN
ap-5194	242	25	scores	score	NOUN
ap-5194	242	26	.	.	PUNCT
ap-5194	243	1	for	for	ADP
ap-5194	243	2	the	the	DET
ap-5194	243	3	psm	psm	NOUN
ap-5194	243	4	,	,	PUNCT
ap-5194	243	5	the	the	DET
ap-5194	243	6	ga	ga	NOUN
ap-5194	243	7	-	-	PUNCT
ap-5194	243	8	based	base	VERB
ap-5194	243	9	cr	cr	NOUN
ap-5194	243	10	had	have	VERB
ap-5194	243	11	a	a	DET
ap-5194	243	12	maximum	maximum	ADJ
ap-5194	243	13	fitness	fitness	NOUN
ap-5194	243	14	of	of	ADP
ap-5194	243	15	0.93	0.93	NUM
ap-5194	243	16	that	that	PRON
ap-5194	243	17	was	be	AUX
ap-5194	243	18	reached	reach	VERB
ap-5194	243	19	within	within	ADP
ap-5194	243	20	approximately	approximately	ADV
ap-5194	243	21	400	400	NUM
ap-5194	243	22	generations	generation	NOUN
ap-5194	243	23	.	.	PUNCT
ap-5194	244	1	for	for	ADP
ap-5194	244	2	the	the	DET
ap-5194	244	3	maco	maco	PROPN
ap-5194	244	4	-	-	PUNCT
ap-5194	244	5	based	base	VERB
ap-5194	244	6	system	system	NOUN
ap-5194	244	7	,	,	PUNCT
ap-5194	244	8	the	the	DET
ap-5194	244	9	provided	provide	VERB
ap-5194	244	10	maximum	maximum	PROPN
ap-5194	244	11	fitness	fitness	NOUN
ap-5194	244	12	was	be	AUX
ap-5194	244	13	0.9482	0.9482	NUM
ap-5194	244	14	,	,	PUNCT
ap-5194	244	15	which	which	PRON
ap-5194	244	16	was	be	AUX
ap-5194	244	17	reached	reach	VERB
ap-5194	244	18	within	within	ADP
ap-5194	244	19	approximately	approximately	ADV
ap-5194	244	20	470	470	NUM
ap-5194	244	21	generations	generation	NOUN
ap-5194	244	22	.	.	PUNCT
ap-5194	245	1	meanwhile	meanwhile	ADV
ap-5194	245	2	,	,	PUNCT
ap-5194	245	3	the	the	DET
ap-5194	245	4	maximum	maximum	ADJ
ap-5194	245	5	score	score	NOUN
ap-5194	245	6	was	be	AUX
ap-5194	245	7	0.944	0.944	NUM
ap-5194	245	8	reached	reach	VERB
ap-5194	245	9	within	within	ADP
ap-5194	245	10	300	300	NUM
ap-5194	245	11	generations	generation	NOUN
ap-5194	245	12	using	use	VERB
ap-5194	245	13	the	the	DET
ap-5194	245	14	pso	pso	NOUN
ap-5194	245	15	-	-	PUNCT
ap-5194	245	16	based	base	VERB
ap-5194	245	17	system	system	NOUN
ap-5194	245	18	.	.	PUNCT
ap-5194	246	1	on	on	ADP
ap-5194	246	2	the	the	DET
ap-5194	246	3	contrary	contrary	NOUN
ap-5194	246	4	,	,	PUNCT
ap-5194	246	5	the	the	DET
ap-5194	246	6	proposed	propose	VERB
ap-5194	246	7	mode	mode	NOUN
ap-5194	246	8	-	-	PUNCT
ap-5194	246	9	based	base	VERB
ap-5194	246	10	crde	crde	NOUN
ap-5194	246	11	offers	offer	VERB
ap-5194	246	12	a	a	DET
ap-5194	246	13	maximum	maximum	ADJ
ap-5194	246	14	fitness	fitness	NOUN
ap-5194	246	15	of	of	ADP
ap-5194	246	16	0.964	0.964	NUM
ap-5194	246	17	that	that	PRON
ap-5194	246	18	is	be	AUX
ap-5194	246	19	reached	reach	VERB
ap-5194	246	20	within	within	ADP
ap-5194	246	21	three	three	NUM
ap-5194	246	22	generations	generation	NOUN
ap-5194	246	23	.	.	PUNCT
ap-5194	247	1	in	in	ADP
ap-5194	247	2	the	the	DET
ap-5194	247	3	htm	htm	PROPN
ap-5194	247	4	communication	communication	NOUN
ap-5194	247	5	mode	mode	NOUN
ap-5194	247	6	,	,	PUNCT
ap-5194	247	7	the	the	DET
ap-5194	247	8	fitness	fitness	NOUN
ap-5194	247	9	score	score	NOUN
ap-5194	247	10	of	of	ADP
ap-5194	247	11	the	the	DET
ap-5194	247	12	ga	ga	NOUN
ap-5194	247	13	-	-	PUNCT
ap-5194	247	14	based	base	VERB
ap-5194	247	15	was	be	AUX
ap-5194	247	16	0.938	0.938	NUM
ap-5194	247	17	,	,	PUNCT
ap-5194	247	18	which	which	PRON
ap-5194	247	19	was	be	AUX
ap-5194	247	20	obtained	obtain	VERB
ap-5194	247	21	within	within	ADP
ap-5194	247	22	around	around	ADP
ap-5194	247	23	200	200	NUM
ap-5194	247	24	generations	generation	NOUN
ap-5194	247	25	.	.	PUNCT
ap-5194	248	1	the	the	DET
ap-5194	248	2	fitness	fitness	NOUN
ap-5194	248	3	function	function	NOUN
ap-5194	248	4	score	score	NOUN
ap-5194	248	5	of	of	ADP
ap-5194	248	6	the	the	DET
ap-5194	248	7	maco	maco	PROPN
ap-5194	248	8	-	-	PUNCT
ap-5194	248	9	based	base	VERB
ap-5194	248	10	system	system	NOUN
ap-5194	248	11	was	be	AUX
ap-5194	248	12	approximately	approximately	ADV
ap-5194	248	13	0.9422	0.9422	NUM
ap-5194	248	14	and	and	CCONJ
ap-5194	248	15	was	be	AUX
ap-5194	248	16	obtained	obtain	VERB
ap-5194	248	17	within	within	ADP
ap-5194	248	18	470	470	NUM
ap-5194	248	19	generations	generation	NOUN
ap-5194	248	20	.	.	PUNCT
ap-5194	249	1	for	for	ADP
ap-5194	249	2	the	the	DET
ap-5194	249	3	pso	pso	NOUN
ap-5194	249	4	-	-	PUNCT
ap-5194	249	5	based	base	VERB
ap-5194	249	6	system	system	NOUN
ap-5194	249	7	the	the	DET
ap-5194	249	8	fitness	fitness	NOUN
ap-5194	249	9	score	score	NOUN
ap-5194	249	10	was	be	AUX
ap-5194	249	11	about	about	ADV
ap-5194	249	12	0.944	0.944	NUM
ap-5194	249	13	obtained	obtain	VERB
ap-5194	249	14	within	within	ADP
ap-5194	249	15	150	150	NUM
ap-5194	249	16	generations	generation	NOUN
ap-5194	249	17	.	.	PUNCT
ap-5194	250	1	in	in	ADP
ap-5194	250	2	the	the	DET
ap-5194	250	3	mode	mode	NOUN
ap-5194	250	4	-	-	PUNCT
ap-5194	250	5	based	base	VERB
ap-5194	250	6	approach	approach	NOUN
ap-5194	250	7	,	,	PUNCT
ap-5194	250	8	a	a	DET
ap-5194	250	9	fitness	fitness	NOUN
ap-5194	250	10	score	score	NOUN
ap-5194	250	11	of	of	ADP
ap-5194	250	12	0.988	0.988	NUM
ap-5194	250	13	was	be	AUX
ap-5194	250	14	reached	reach	VERB
ap-5194	250	15	within	within	ADP
ap-5194	250	16	only	only	ADV
ap-5194	250	17	two	two	NUM
ap-5194	250	18	generations	generation	NOUN
ap-5194	250	19	.	.	PUNCT
ap-5194	251	1	the	the	DET
ap-5194	251	2	comparison	comparison	NOUN
ap-5194	251	3	of	of	ADP
ap-5194	251	4	the	the	DET
ap-5194	251	5	convergence	convergence	NOUN
ap-5194	251	6	performance	performance	NOUN
ap-5194	251	7	of	of	ADP
ap-5194	251	8	each	each	DET
ap-5194	251	9	cr	cr	PROPN
ap-5194	251	10	system	system	NOUN
ap-5194	251	11	is	be	AUX
ap-5194	251	12	presented	present	VERB
ap-5194	251	13	in	in	ADP
ap-5194	251	14	table	table	NOUN
ap-5194	251	15	4	4	NUM
ap-5194	251	16	for	for	ADP
ap-5194	251	17	the	the	DET
ap-5194	251	18	given	give	VERB
ap-5194	251	19	communication	communication	NOUN
ap-5194	251	20	modes	mode	NOUN
ap-5194	251	21	.	.	PUNCT
ap-5194	252	1	the	the	DET
ap-5194	252	2	proposed	propose	VERB
ap-5194	252	3	mode	mode	NOUN
ap-5194	252	4	-	-	PUNCT
ap-5194	252	5	based	base	VERB
ap-5194	252	6	crde	crde	NOUN
ap-5194	252	7	had	have	VERB
ap-5194	252	8	larger	large	ADJ
ap-5194	252	9	fitness	fitness	NOUN
ap-5194	252	10	scores	score	NOUN
ap-5194	252	11	for	for	ADP
ap-5194	252	12	all	all	PRON
ap-5194	252	13	of	of	ADP
ap-5194	252	14	the	the	DET
ap-5194	252	15	communication	communication	NOUN
ap-5194	252	16	modes	mode	NOUN
ap-5194	252	17	compared	compare	VERB
ap-5194	252	18	with	with	ADP
ap-5194	252	19	the	the	DET
ap-5194	252	20	other	other	ADJ
ap-5194	252	21	crde	crde	NOUN
ap-5194	252	22	systems	system	NOUN
ap-5194	252	23	as	as	SCONJ
ap-5194	252	24	shown	show	VERB
ap-5194	252	25	in	in	ADP
ap-5194	252	26	table	table	NOUN
ap-5194	252	27	4	4	NUM
ap-5194	252	28	.	.	PUNCT
ap-5194	253	1	furthermore	furthermore	ADV
ap-5194	253	2	,	,	PUNCT
ap-5194	253	3	the	the	DET
ap-5194	253	4	mode	mode	NOUN
ap-5194	253	5	-	-	PUNCT
ap-5194	253	6	based	base	VERB
ap-5194	253	7	crde	crde	NOUN
ap-5194	253	8	had	have	VERB
ap-5194	253	9	a	a	DET
ap-5194	253	10	faster	fast	ADJ
ap-5194	253	11	convergence	convergence	NOUN
ap-5194	253	12	;	;	PUNCT
ap-5194	253	13	the	the	DET
ap-5194	253	14	maximum	maximum	PROPN
ap-5194	253	15	fitness	fitness	NOUN
ap-5194	253	16	with	with	ADP
ap-5194	253	17	optimal	optimal	ADJ
ap-5194	253	18	parameters	parameter	NOUN
ap-5194	253	19	for	for	ADP
ap-5194	253	20	different	different	ADJ
ap-5194	253	21	communication	communication	NOUN
ap-5194	253	22	modes	mode	NOUN
ap-5194	253	23	was	be	AUX
ap-5194	253	24	reached	reach	VERB
ap-5194	253	25	within	within	ADP
ap-5194	253	26	only	only	ADV
ap-5194	253	27	two	two	NUM
ap-5194	253	28	to	to	PART
ap-5194	253	29	three	three	NUM
ap-5194	253	30	generations	generation	NOUN
ap-5194	253	31	.	.	PUNCT
ap-5194	254	1	the	the	DET
ap-5194	254	2	mode	mode	NOUN
ap-5194	254	3	provides	provide	VERB
ap-5194	254	4	fast	fast	ADJ
ap-5194	254	5	and	and	CCONJ
ap-5194	254	6	accurate	accurate	ADJ
ap-5194	254	7	convergence	convergence	NOUN
ap-5194	254	8	,	,	PUNCT
ap-5194	254	9	which	which	PRON
ap-5194	254	10	is	be	AUX
ap-5194	254	11	a	a	DET
ap-5194	254	12	critical	critical	ADJ
ap-5194	254	13	issue	issue	NOUN
ap-5194	254	14	for	for	SCONJ
ap-5194	254	15	the	the	DET
ap-5194	254	16	cognitive	cognitive	ADJ
ap-5194	254	17	radio	radio	NOUN
ap-5194	254	18	to	to	PART
ap-5194	254	19	adapt	adapt	VERB
ap-5194	254	20	the	the	DET
ap-5194	254	21	transmission	transmission	NOUN
ap-5194	254	22	parameters	parameter	NOUN
ap-5194	254	23	with	with	ADP
ap-5194	254	24	respect	respect	NOUN
ap-5194	254	25	to	to	ADP
ap-5194	254	26	the	the	DET
ap-5194	254	27	changes	change	NOUN
ap-5194	254	28	in	in	ADP
ap-5194	254	29	the	the	DET
ap-5194	254	30	wireless	wireless	ADJ
ap-5194	254	31	environment	environment	NOUN
ap-5194	254	32	.	.	PUNCT
ap-5194	255	1	6.3	6.3	NUM
ap-5194	255	2	.	.	PUNCT
ap-5194	255	3	discussion	discussion	NOUN
ap-5194	255	4	the	the	DET
ap-5194	255	5	results	result	NOUN
ap-5194	255	6	of	of	ADP
ap-5194	255	7	the	the	DET
ap-5194	255	8	proposed	propose	VERB
ap-5194	255	9	mode	mode	NOUN
ap-5194	255	10	-	-	PUNCT
ap-5194	255	11	based	base	VERB
ap-5194	255	12	crde	crde	NOUN
ap-5194	255	13	indicate	indicate	VERB
ap-5194	255	14	that	that	SCONJ
ap-5194	255	15	the	the	DET
ap-5194	255	16	convergence	convergence	NOUN
ap-5194	255	17	towards	towards	ADP
ap-5194	255	18	the	the	DET
ap-5194	255	19	optimal	optimal	ADJ
ap-5194	255	20	communication	communication	NOUN
ap-5194	255	21	transmission	transmission	NOUN
ap-5194	255	22	parameters	parameter	NOUN
ap-5194	255	23	is	be	AUX
ap-5194	255	24	essentially	essentially	ADV
ap-5194	255	25	fast	fast	ADJ
ap-5194	255	26	and	and	CCONJ
ap-5194	255	27	accurate	accurate	ADJ
ap-5194	255	28	.	.	PUNCT
ap-5194	256	1	the	the	DET
ap-5194	256	2	results	result	NOUN
ap-5194	256	3	of	of	ADP
ap-5194	256	4	the	the	DET
ap-5194	256	5	proposed	propose	VERB
ap-5194	256	6	modebased	modebase	VERB
ap-5194	256	7	crde	crde	NOUN
ap-5194	256	8	refer	refer	VERB
ap-5194	256	9	the	the	DET
ap-5194	256	10	convergence	convergence	NOUN
ap-5194	256	11	toward	toward	ADP
ap-5194	256	12	the	the	DET
ap-5194	256	13	optimal	optimal	ADJ
ap-5194	256	14	transmission	transmission	NOUN
ap-5194	256	15	parameters	parameter	NOUN
ap-5194	256	16	is	be	AUX
ap-5194	256	17	essentially	essentially	ADV
ap-5194	256	18	fast	fast	ADJ
ap-5194	256	19	and	and	CCONJ
ap-5194	256	20	accurate	accurate	ADJ
ap-5194	256	21	.	.	PUNCT
ap-5194	257	1	for	for	ADP
ap-5194	257	2	various	various	ADJ
ap-5194	257	3	communication	communication	NOUN
ap-5194	257	4	modes	mode	NOUN
ap-5194	257	5	,	,	PUNCT
ap-5194	257	6	the	the	DET
ap-5194	257	7	proposed	propose	VERB
ap-5194	257	8	system	system	NOUN
ap-5194	257	9	reaches	reach	VERB
ap-5194	257	10	the	the	DET
ap-5194	257	11	optimal	optimal	ADJ
ap-5194	257	12	parameters	parameter	NOUN
ap-5194	257	13	within	within	ADP
ap-5194	257	14	only	only	ADV
ap-5194	257	15	two	two	NUM
ap-5194	257	16	to	to	ADP
ap-5194	257	17	-three	-three	ADJ
ap-5194	257	18	generations	generation	NOUN
ap-5194	257	19	of	of	ADP
ap-5194	257	20	the	the	DET
ap-5194	257	21	de	de	NOUN
ap-5194	257	22	to	to	PART
ap-5194	257	23	support	support	VERB
ap-5194	257	24	the	the	DET
ap-5194	257	25	active	active	ADJ
ap-5194	257	26	and	and	CCONJ
ap-5194	257	27	rapid	rapid	ADJ
ap-5194	257	28	communication	communication	NOUN
ap-5194	257	29	response	response	NOUN
ap-5194	257	30	.	.	PUNCT
ap-5194	258	1	the	the	DET
ap-5194	258	2	time	time	NOUN
ap-5194	258	3	required	require	VERB
ap-5194	258	4	to	to	PART
ap-5194	258	5	reach	reach	VERB
ap-5194	258	6	the	the	DET
ap-5194	258	7	final	final	ADJ
ap-5194	258	8	higher	high	ADJ
ap-5194	258	9	scored	score	VERB
ap-5194	258	10	fitness	fitness	NOUN
ap-5194	258	11	function	function	NOUN
ap-5194	258	12	is	be	AUX
ap-5194	258	13	another	another	DET
ap-5194	258	14	key	key	ADJ
ap-5194	258	15	parameter	parameter	NOUN
ap-5194	258	16	of	of	ADP
ap-5194	258	17	the	the	DET
ap-5194	258	18	proposed	propose	VERB
ap-5194	258	19	mode	mode	NOUN
ap-5194	258	20	-	-	PUNCT
ap-5194	258	21	based	base	VERB
ap-5194	258	22	crde	crde	NOUN
ap-5194	258	23	system	system	NOUN
ap-5194	258	24	.	.	PUNCT
ap-5194	259	1	for	for	ADP
ap-5194	259	2	the	the	DET
ap-5194	259	3	given	give	VERB
ap-5194	259	4	four	four	NUM
ap-5194	259	5	-	-	PUNCT
ap-5194	259	6	communication	communication	NOUN
ap-5194	259	7	modes	mode	NOUN
ap-5194	259	8	,	,	PUNCT
ap-5194	259	9	the	the	DET
ap-5194	259	10	average	average	ADJ
ap-5194	259	11	time	time	NOUN
ap-5194	259	12	per	per	ADP
ap-5194	259	13	one	one	NUM
ap-5194	259	14	generation	generation	NOUN
ap-5194	259	15	is	be	AUX
ap-5194	259	16	about	about	ADP
ap-5194	259	17	1.5ms	1.5ms	NUM
ap-5194	259	18	.	.	PUNCT
ap-5194	260	1	furthermore	furthermore	ADV
ap-5194	260	2	,	,	PUNCT
ap-5194	260	3	the	the	DET
ap-5194	260	4	fitness	fitness	NOUN
ap-5194	260	5	scores	score	NOUN
ap-5194	260	6	of	of	ADP
ap-5194	260	7	the	the	DET
ap-5194	260	8	given	give	VERB
ap-5194	260	9	modes	mode	NOUN
ap-5194	260	10	are	be	AUX
ap-5194	260	11	higher	high	ADJ
ap-5194	260	12	than	than	ADP
ap-5194	260	13	95	95	NUM
ap-5194	260	14	%	%	NOUN
ap-5194	260	15	,	,	PUNCT
ap-5194	260	16	thus	thus	ADV
ap-5194	260	17	supporting	support	VERB
ap-5194	260	18	the	the	DET
ap-5194	260	19	accuracy	accuracy	NOUN
ap-5194	260	20	requirement	requirement	NOUN
ap-5194	260	21	of	of	ADP
ap-5194	260	22	active	active	ADJ
ap-5194	260	23	communication	communication	NOUN
ap-5194	260	24	systems	system	NOUN
ap-5194	260	25	.	.	PUNCT
ap-5194	261	1	the	the	DET
ap-5194	261	2	fast	fast	ADJ
ap-5194	261	3	and	and	CCONJ
ap-5194	261	4	accurate	accurate	ADJ
ap-5194	261	5	convergences	convergence	NOUN
ap-5194	261	6	are	be	AUX
ap-5194	261	7	the	the	DET
ap-5194	261	8	most	most	ADV
ap-5194	261	9	important	important	ADJ
ap-5194	261	10	key	key	ADJ
ap-5194	261	11	parameters	parameter	NOUN
ap-5194	261	12	of	of	ADP
ap-5194	261	13	the	the	DET
ap-5194	261	14	proposed	propose	VERB
ap-5194	261	15	mode	mode	NOUN
ap-5194	261	16	-	-	PUNCT
ap-5194	261	17	based	base	VERB
ap-5194	261	18	crde	crde	NOUN
ap-5194	261	19	system	system	NOUN
ap-5194	261	20	.	.	PUNCT
ap-5194	262	1	for	for	ADP
ap-5194	262	2	regarding	regard	VERB
ap-5194	262	3	the	the	DET
ap-5194	262	4	obtained	obtain	VERB
ap-5194	262	5	paretofront	paretofront	ADJ
ap-5194	262	6	solutions	solution	NOUN
ap-5194	262	7	for	for	ADP
ap-5194	262	8	given	give	VERB
ap-5194	262	9	communication	communication	NOUN
ap-5194	262	10	modes	mode	NOUN
ap-5194	262	11	,	,	PUNCT
ap-5194	262	12	are	be	AUX
ap-5194	262	13	they	they	PRON
ap-5194	262	14	tend	tend	VERB
ap-5194	262	15	to	to	PART
ap-5194	262	16	match	match	VERB
ap-5194	262	17	the	the	DET
ap-5194	262	18	target	target	NOUN
ap-5194	262	19	objective	objective	NOUN
ap-5194	262	20	for	for	ADP
ap-5194	262	21	each	each	DET
ap-5194	262	22	mode	mode	NOUN
ap-5194	262	23	while	while	SCONJ
ap-5194	262	24	scarify	scarify	VERB
ap-5194	262	25	sacrificing	sacrifice	VERB
ap-5194	262	26	the	the	DET
ap-5194	262	27	other	other	ADJ
ap-5194	262	28	objectives	objective	NOUN
ap-5194	262	29	.	.	PUNCT
ap-5194	263	1	according	accord	VERB
ap-5194	263	2	to	to	ADP
ap-5194	263	3	results	result	NOUN
ap-5194	263	4	,	,	PUNCT
ap-5194	263	5	the	the	DET
ap-5194	263	6	proposed	propose	VERB
ap-5194	263	7	mode	mode	NOUN
ap-5194	263	8	-	-	PUNCT
ap-5194	263	9	based	base	VERB
ap-5194	263	10	crde	crde	NOUN
ap-5194	263	11	performs	perform	VERB
ap-5194	263	12	an	an	DET
ap-5194	263	13	optimal	optimal	ADJ
ap-5194	263	14	management	management	NOUN
ap-5194	263	15	for	for	ADP
ap-5194	263	16	the	the	DET
ap-5194	263	17	originally	originally	ADV
ap-5194	263	18	scarce	scarce	ADJ
ap-5194	263	19	spectrum	spectrum	NOUN
ap-5194	263	20	resources	resource	NOUN
ap-5194	263	21	of	of	ADP
ap-5194	263	22	the	the	DET
ap-5194	263	23	in	in	ADP
ap-5194	263	24	-	-	PUNCT
ap-5194	263	25	home	home	NOUN
ap-5194	263	26	wireless	wireless	ADJ
ap-5194	263	27	communication	communication	NOUN
ap-5194	263	28	of	of	ADP
ap-5194	263	29	smart	smart	ADJ
ap-5194	263	30	grids	grid	NOUN
ap-5194	263	31	.	.	PUNCT
ap-5194	264	1	this	this	DET
ap-5194	264	2	system	system	NOUN
ap-5194	264	3	helps	help	VERB
ap-5194	264	4	customers	customer	NOUN
ap-5194	264	5	manage	manage	VERB
ap-5194	264	6	and	and	CCONJ
ap-5194	264	7	schedule	schedule	VERB
ap-5194	264	8	the	the	DET
ap-5194	264	9	available	available	ADJ
ap-5194	264	10	appliances	appliance	NOUN
ap-5194	264	11	for	for	ADP
ap-5194	264	12	the	the	DET
ap-5194	264	13	given	give	VERB
ap-5194	264	14	optimal	optimal	ADJ
ap-5194	264	15	signals	signal	NOUN
ap-5194	264	16	of	of	ADP
ap-5194	264	17	a	a	DET
ap-5194	264	18	home	home	NOUN
ap-5194	264	19	managementbased	managementbase	VERB
ap-5194	264	20	utility	utility	NOUN
ap-5194	264	21	pricing	pricing	NOUN
ap-5194	264	22	scheme	scheme	NOUN
ap-5194	264	23	.	.	PUNCT
ap-5194	265	1	moreover	moreover	ADV
ap-5194	265	2	,	,	PUNCT
ap-5194	265	3	the	the	DET
ap-5194	265	4	proposed	propose	VERB
ap-5194	265	5	cr	cr	NOUN
ap-5194	265	6	communication	communication	NOUN
ap-5194	265	7	system	system	NOUN
ap-5194	265	8	maintains	maintain	VERB
ap-5194	265	9	the	the	DET
ap-5194	265	10	essential	essential	ADJ
ap-5194	265	11	use	use	NOUN
ap-5194	265	12	of	of	ADP
ap-5194	265	13	the	the	DET
ap-5194	265	14	wireless	wireless	ADJ
ap-5194	265	15	spectrum	spectrum	NOUN
ap-5194	265	16	environment	environment	NOUN
ap-5194	265	17	of	of	ADP
ap-5194	265	18	the	the	DET
ap-5194	265	19	han	han	PROPN
ap-5194	265	20	.	.	PROPN
ap-5194	266	1	7	7	X
ap-5194	266	2	.	.	X
ap-5194	266	3	conclusion	conclusion	NOUN
ap-5194	266	4	a	a	DET
ap-5194	266	5	mode	mode	NOUN
ap-5194	266	6	-	-	PUNCT
ap-5194	266	7	based	base	VERB
ap-5194	266	8	crde	crde	NOUN
ap-5194	266	9	system	system	NOUN
ap-5194	266	10	is	be	AUX
ap-5194	266	11	proposed	propose	VERB
ap-5194	266	12	to	to	PART
ap-5194	266	13	adapt	adapt	VERB
ap-5194	266	14	the	the	DET
ap-5194	266	15	transmission	transmission	NOUN
ap-5194	266	16	parameters	parameter	NOUN
ap-5194	266	17	according	accord	VERB
ap-5194	266	18	to	to	ADP
ap-5194	266	19	the	the	DET
ap-5194	266	20	sensing	sense	VERB
ap-5194	266	21	parameters	parameter	NOUN
ap-5194	266	22	of	of	ADP
ap-5194	266	23	a	a	DET
ap-5194	266	24	wireless	wireless	ADJ
ap-5194	266	25	environment	environment	NOUN
ap-5194	266	26	in	in	ADP
ap-5194	266	27	the	the	DET
ap-5194	266	28	han	han	NOUN
ap-5194	266	29	of	of	ADP
ap-5194	266	30	a	a	DET
ap-5194	266	31	smart	smart	ADJ
ap-5194	266	32	grid	grid	NOUN
ap-5194	266	33	.	.	PUNCT
ap-5194	267	1	multi	multi	ADJ
ap-5194	267	2	-	-	ADJ
ap-5194	267	3	conflicting	conflicting	ADJ
ap-5194	267	4	objectives	objective	NOUN
ap-5194	267	5	have	have	AUX
ap-5194	267	6	been	be	AUX
ap-5194	267	7	aggregated	aggregate	VERB
ap-5194	267	8	into	into	ADP
ap-5194	267	9	a	a	DET
ap-5194	267	10	one	one	NUM
ap-5194	267	11	overall	overall	ADJ
ap-5194	267	12	multi	multi	ADJ
ap-5194	267	13	-	-	ADJ
ap-5194	267	14	objective	objective	ADJ
ap-5194	267	15	function	function	NOUN
ap-5194	267	16	using	use	VERB
ap-5194	267	17	variable	variable	ADJ
ap-5194	267	18	weighting	weighting	NOUN
ap-5194	267	19	coefficients	coefficient	NOUN
ap-5194	267	20	that	that	PRON
ap-5194	267	21	can	can	AUX
ap-5194	267	22	be	be	AUX
ap-5194	267	23	adjusted	adjust	VERB
ap-5194	267	24	to	to	PART
ap-5194	267	25	define	define	VERB
ap-5194	267	26	distinct	distinct	ADJ
ap-5194	267	27	transmission	transmission	NOUN
ap-5194	267	28	scenarios	scenario	NOUN
ap-5194	267	29	.	.	PUNCT
ap-5194	268	1	the	the	DET
ap-5194	268	2	selection	selection	NOUN
ap-5194	268	3	among	among	ADP
ap-5194	268	4	these	these	DET
ap-5194	268	5	transmission	transmission	NOUN
ap-5194	268	6	scenarios	scenario	NOUN
ap-5194	268	7	is	be	AUX
ap-5194	268	8	assumed	assume	VERB
ap-5194	268	9	to	to	PART
ap-5194	268	10	be	be	AUX
ap-5194	268	11	based	base	VERB
ap-5194	268	12	on	on	ADP
ap-5194	268	13	user	user	NOUN
ap-5194	268	14	preferences	preference	NOUN
ap-5194	268	15	or	or	CCONJ
ap-5194	268	16	possibly	possibly	ADV
ap-5194	268	17	on	on	ADP
ap-5194	268	18	environmental	environmental	ADJ
ap-5194	268	19	conditions	condition	NOUN
ap-5194	268	20	.	.	PUNCT
ap-5194	269	1	these	these	DET
ap-5194	269	2	distinct	distinct	ADJ
ap-5194	269	3	transmission	transmission	NOUN
ap-5194	269	4	modes	mode	NOUN
ap-5194	269	5	are	be	AUX
ap-5194	269	6	psm	psm	PROPN
ap-5194	269	7	,	,	PUNCT
ap-5194	269	8	htm	htm	PROPN
ap-5194	269	9	,	,	PUNCT
ap-5194	269	10	ecm	ecm	NOUN
ap-5194	269	11	,	,	PUNCT
ap-5194	269	12	and	and	CCONJ
ap-5194	269	13	blm	blm	PROPN
ap-5194	269	14	.	.	PUNCT
ap-5194	270	1	the	the	DET
ap-5194	270	2	proposed	propose	VERB
ap-5194	270	3	de	de	X
ap-5194	270	4	decision	decision	NOUN
ap-5194	270	5	engine	engine	NOUN
ap-5194	270	6	is	be	AUX
ap-5194	270	7	developed	develop	VERB
ap-5194	270	8	to	to	PART
ap-5194	270	9	enable	enable	VERB
ap-5194	270	10	the	the	DET
ap-5194	270	11	optimization	optimization	NOUN
ap-5194	270	12	of	of	ADP
ap-5194	270	13	the	the	DET
ap-5194	270	14	transmission	transmission	NOUN
ap-5194	270	15	parameters	parameter	NOUN
ap-5194	270	16	for	for	ADP
ap-5194	270	17	a	a	DET
ap-5194	270	18	given	give	VERB
ap-5194	270	19	set	set	NOUN
ap-5194	270	20	of	of	ADP
ap-5194	270	21	sensed	sensed	ADJ
ap-5194	270	22	environmental	environmental	ADJ
ap-5194	270	23	parameters	parameter	NOUN
ap-5194	270	24	that	that	PRON
ap-5194	270	25	can	can	AUX
ap-5194	270	26	satisfy	satisfy	VERB
ap-5194	270	27	the	the	DET
ap-5194	270	28	requirements	requirement	NOUN
ap-5194	270	29	of	of	ADP
ap-5194	270	30	the	the	DET
ap-5194	270	31	predefined	predefine	VERB
ap-5194	270	32	transmission	transmission	NOUN
ap-5194	270	33	mode	mode	NOUN
ap-5194	270	34	.	.	PUNCT
ap-5194	271	1	the	the	DET
ap-5194	271	2	performance	performance	NOUN
ap-5194	271	3	of	of	ADP
ap-5194	271	4	the	the	DET
ap-5194	271	5	proposed	propose	VERB
ap-5194	271	6	mode	mode	NOUN
ap-5194	271	7	-	-	PUNCT
ap-5194	271	8	based	base	VERB
ap-5194	271	9	crde	crde	NOUN
ap-5194	271	10	system	system	NOUN
ap-5194	271	11	is	be	AUX
ap-5194	271	12	evaluated	evaluate	VERB
ap-5194	271	13	and	and	CCONJ
ap-5194	271	14	verified	verify	VERB
ap-5194	271	15	under	under	ADP
ap-5194	271	16	the	the	DET
ap-5194	271	17	proposed	propose	VERB
ap-5194	271	18	transmission	transmission	NOUN
ap-5194	271	19	modes	mode	NOUN
ap-5194	271	20	.	.	PUNCT
ap-5194	272	1	the	the	DET
ap-5194	272	2	proposed	propose	VERB
ap-5194	272	3	mode	mode	NOUN
ap-5194	272	4	256	256	NUM
ap-5194	272	5	vol	vol	NOUN
ap-5194	272	6	.	.	PUNCT
ap-5194	273	1	59	59	NUM
ap-5194	273	2	no	no	NOUN
ap-5194	273	3	.	.	PUNCT
ap-5194	274	1	3/2019	3/2019	NUM
ap-5194	274	2	dynamic	dynamic	ADJ
ap-5194	274	3	smart	smart	ADJ
ap-5194	274	4	grid	grid	NOUN
ap-5194	274	5	communication	communication	NOUN
ap-5194	274	6	parameters	parameter	NOUN
ap-5194	274	7	.	.	PUNCT
ap-5194	274	8	.	.	PUNCT
ap-5194	274	9	.	.	PUNCT
ap-5194	275	1	proposed	propose	VERB
ap-5194	275	2	modes	modes	PROPN
ap-5194	275	3	ga	ga	PROPN
ap-5194	275	4	-	-	PUNCT
ap-5194	275	5	based	base	VERB
ap-5194	275	6	cr	cr	NOUN
ap-5194	276	1	[	[	X
ap-5194	276	2	21	21	NUM
ap-5194	276	3	]	]	X
ap-5194	276	4	maco	maco	PROPN
ap-5194	276	5	-	-	PUNCT
ap-5194	276	6	based	base	VERB
ap-5194	276	7	cr	cr	NOUN
ap-5194	276	8	[	[	X
ap-5194	276	9	25	25	NUM
ap-5194	276	10	]	]	X
ap-5194	276	11	pso	pso	NOUN
ap-5194	276	12	-	-	PUNCT
ap-5194	276	13	based	base	VERB
ap-5194	276	14	cr	cr	NOUN
ap-5194	276	15	[	[	X
ap-5194	276	16	26	26	NUM
ap-5194	276	17	]	]	PUNCT
ap-5194	276	18	proposed	propose	VERB
ap-5194	276	19	de	de	X
ap-5194	276	20	-	-	VERB
ap-5194	276	21	based	base	VERB
ap-5194	276	22	cr	cr	PROPN
ap-5194	276	23	fitness	fitness	PROPN
ap-5194	276	24	score	score	NOUN
ap-5194	276	25	no	no	INTJ
ap-5194	276	26	.	.	PROPN
ap-5194	276	27	of	of	ADP
ap-5194	276	28	gen	gen	PROPN
ap-5194	276	29	.	.	PROPN
ap-5194	276	30	fitness	fitness	PROPN
ap-5194	276	31	score	score	NOUN
ap-5194	276	32	no	no	INTJ
ap-5194	276	33	.	.	PROPN
ap-5194	276	34	of	of	ADP
ap-5194	276	35	gen	gen	PROPN
ap-5194	276	36	.	.	PROPN
ap-5194	276	37	fitness	fitness	PROPN
ap-5194	276	38	score	score	NOUN
ap-5194	276	39	no	no	INTJ
ap-5194	276	40	.	.	PROPN
ap-5194	276	41	of	of	ADP
ap-5194	276	42	gen	gen	PROPN
ap-5194	276	43	.	.	PROPN
ap-5194	276	44	fitness	fitness	PROPN
ap-5194	276	45	score	score	NOUN
ap-5194	276	46	no	no	INTJ
ap-5194	276	47	.	.	PROPN
ap-5194	276	48	of	of	ADP
ap-5194	276	49	gen	gen	PROPN
ap-5194	276	50	.	.	PROPN
ap-5194	276	51	psm	psm	VERB
ap-5194	276	52	0.930	0.930	NUM
ap-5194	276	53	400	400	NUM
ap-5194	276	54	0.9482	0.9482	NUM
ap-5194	276	55	470	470	NUM
ap-5194	276	56	0.9444	0.9444	NUM
ap-5194	276	57	300	300	NUM
ap-5194	276	58	0.9648	0.9648	NUM
ap-5194	276	59	3	3	NUM
ap-5194	276	60	htm	htm	PROPN
ap-5194	276	61	0.938	0.938	NUM
ap-5194	276	62	200	200	NUM
ap-5194	276	63	0.9422	0.9422	NUM
ap-5194	276	64	470	470	NUM
ap-5194	276	65	0.9444	0.9444	NUM
ap-5194	276	66	150	150	NUM
ap-5194	276	67	0.9880	0.9880	NUM
ap-5194	276	68	2	2	NUM
ap-5194	276	69	ecm	ecm	NOUN
ap-5194	276	70	0.800	0.800	NUM
ap-5194	276	71	400	400	NUM
ap-5194	276	72	0.8523	0.8523	NUM
ap-5194	276	73	470	470	NUM
ap-5194	276	74	0.7776	0.7776	NUM
ap-5194	276	75	300	300	NUM
ap-5194	276	76	0.9629	0.9629	NUM
ap-5194	276	77	3	3	NUM
ap-5194	276	78	blm	blm	NOUN
ap-5194	276	79	0.8460	0.8460	NUM
ap-5194	276	80	470	470	NUM
ap-5194	276	81	0.8765	0.8765	NUM
ap-5194	276	82	150	150	NUM
ap-5194	276	83	0.9596	0.9596	NUM
ap-5194	276	84	2	2	NUM
ap-5194	276	85	table	table	NOUN
ap-5194	276	86	4	4	NUM
ap-5194	276	87	.	.	PUNCT
ap-5194	276	88	comparison	comparison	NOUN
ap-5194	276	89	of	of	ADP
ap-5194	276	90	convergence	convergence	NOUN
ap-5194	276	91	performance	performance	NOUN
ap-5194	276	92	.	.	PUNCT
ap-5194	277	1	decision	decision	NOUN
ap-5194	277	2	engine	engine	NOUN
ap-5194	277	3	can	can	AUX
ap-5194	277	4	converge	converge	VERB
ap-5194	277	5	to	to	ADP
ap-5194	277	6	the	the	DET
ap-5194	277	7	optimal	optimal	ADJ
ap-5194	277	8	of	of	ADP
ap-5194	277	9	transmission	transmission	NOUN
ap-5194	277	10	solutions	solution	NOUN
ap-5194	277	11	within	within	ADP
ap-5194	277	12	only	only	ADV
ap-5194	277	13	two	two	NUM
ap-5194	277	14	to	to	PART
ap-5194	277	15	three	three	NUM
ap-5194	277	16	evolutionary	evolutionary	ADJ
ap-5194	277	17	generations	generation	NOUN
ap-5194	277	18	,	,	PUNCT
ap-5194	277	19	with	with	ADP
ap-5194	277	20	fitness	fitness	NOUN
ap-5194	277	21	scores	score	NOUN
ap-5194	277	22	greater	great	ADJ
ap-5194	277	23	than	than	ADP
ap-5194	277	24	95	95	NUM
ap-5194	277	25	%	%	NOUN
ap-5194	277	26	for	for	ADP
ap-5194	277	27	all	all	PRON
ap-5194	277	28	of	of	ADP
ap-5194	277	29	the	the	DET
ap-5194	277	30	communication	communication	NOUN
ap-5194	277	31	modes	mode	NOUN
ap-5194	277	32	.	.	PUNCT
ap-5194	278	1	furthermore	furthermore	ADV
ap-5194	278	2	,	,	PUNCT
ap-5194	278	3	the	the	DET
ap-5194	278	4	total	total	ADJ
ap-5194	278	5	time	time	NOUN
ap-5194	278	6	required	require	VERB
ap-5194	278	7	to	to	PART
ap-5194	278	8	reach	reach	VERB
ap-5194	278	9	the	the	DET
ap-5194	278	10	higher	high	ADJ
ap-5194	278	11	scored	score	VERB
ap-5194	278	12	fitness	fitness	NOUN
ap-5194	278	13	for	for	ADP
ap-5194	278	14	given	give	VERB
ap-5194	278	15	communication	communication	NOUN
ap-5194	278	16	modes	mode	NOUN
ap-5194	278	17	is	be	AUX
ap-5194	278	18	approximately	approximately	ADV
ap-5194	278	19	4.5ms	4.5ms	NUM
ap-5194	278	20	.	.	PUNCT
ap-5194	279	1	the	the	DET
ap-5194	279	2	results	result	NOUN
ap-5194	279	3	exhibit	exhibit	VERB
ap-5194	279	4	the	the	DET
ap-5194	279	5	superiority	superiority	NOUN
ap-5194	279	6	of	of	ADP
ap-5194	279	7	the	the	DET
ap-5194	279	8	proposed	propose	VERB
ap-5194	279	9	mode	mode	NOUN
ap-5194	279	10	-	-	PUNCT
ap-5194	279	11	based	base	VERB
ap-5194	279	12	crde	crde	NOUN
ap-5194	279	13	systems	system	NOUN
ap-5194	279	14	in	in	ADP
ap-5194	279	15	terms	term	NOUN
ap-5194	279	16	of	of	ADP
ap-5194	279	17	accuracy	accuracy	NOUN
ap-5194	279	18	and	and	CCONJ
ap-5194	279	19	convergence	convergence	NOUN
ap-5194	279	20	as	as	ADP
ap-5194	279	21	compared	compare	VERB
ap-5194	279	22	to	to	ADP
ap-5194	279	23	previous	previous	ADJ
ap-5194	279	24	works	work	NOUN
ap-5194	279	25	presented	present	VERB
ap-5194	279	26	in	in	ADP
ap-5194	279	27	literature	literature	NOUN
ap-5194	279	28	.	.	PUNCT
ap-5194	280	1	the	the	DET
ap-5194	280	2	convergence	convergence	NOUN
ap-5194	280	3	speed	speed	NOUN
ap-5194	280	4	and	and	CCONJ
ap-5194	280	5	accuracy	accuracy	NOUN
ap-5194	280	6	of	of	ADP
ap-5194	280	7	the	the	DET
ap-5194	280	8	fitness	fitness	NOUN
ap-5194	280	9	function	function	NOUN
ap-5194	280	10	make	make	VERB
ap-5194	280	11	the	the	DET
ap-5194	280	12	proposed	propose	VERB
ap-5194	280	13	mode	mode	NOUN
ap-5194	280	14	decision	decision	NOUN
ap-5194	280	15	engine	engine	NOUN
ap-5194	280	16	feasible	feasible	ADJ
ap-5194	280	17	for	for	ADP
ap-5194	280	18	a	a	DET
ap-5194	280	19	cr	cr	X
ap-5194	280	20	application	application	NOUN
ap-5194	280	21	of	of	ADP
ap-5194	280	22	a	a	DET
ap-5194	280	23	home	home	NOUN
ap-5194	280	24	management	management	NOUN
ap-5194	280	25	system	system	NOUN
ap-5194	280	26	of	of	ADP
ap-5194	280	27	a	a	DET
ap-5194	280	28	smart	smart	ADJ
ap-5194	280	29	grid	grid	NOUN
ap-5194	281	1	[	[	X
ap-5194	281	2	28	28	NUM
ap-5194	281	3	]	]	PUNCT
ap-5194	281	4	.	.	PUNCT
ap-5194	282	1	in	in	ADP
ap-5194	282	2	the	the	DET
ap-5194	282	3	upcoming	upcoming	ADJ
ap-5194	282	4	work	work	NOUN
ap-5194	282	5	,	,	PUNCT
ap-5194	282	6	a	a	DET
ap-5194	282	7	multi	multi	ADJ
ap-5194	282	8	-	-	ADJ
ap-5194	282	9	criteria	criterion	NOUN
ap-5194	282	10	decision	decision	NOUN
ap-5194	282	11	making	making	NOUN
ap-5194	282	12	(	(	PUNCT
ap-5194	282	13	mcdm	mcdm	ADJ
ap-5194	282	14	)	)	PUNCT
ap-5194	282	15	method	method	NOUN
ap-5194	282	16	will	will	AUX
ap-5194	282	17	be	be	AUX
ap-5194	282	18	used	use	VERB
ap-5194	282	19	to	to	PART
ap-5194	282	20	sort	sort	VERB
ap-5194	282	21	all	all	DET
ap-5194	282	22	possible	possible	ADJ
ap-5194	282	23	optimal	optimal	ADJ
ap-5194	282	24	communication	communication	NOUN
ap-5194	282	25	parameters	parameter	NOUN
ap-5194	282	26	from	from	ADP
ap-5194	282	27	the	the	DET
ap-5194	282	28	best	good	ADJ
ap-5194	282	29	to	to	ADP
ap-5194	282	30	the	the	DET
ap-5194	282	31	worst	bad	ADJ
ap-5194	282	32	,	,	PUNCT
ap-5194	282	33	based	base	VERB
ap-5194	282	34	on	on	ADP
ap-5194	282	35	predefined	predefine	VERB
ap-5194	282	36	criteria	criterion	NOUN
ap-5194	282	37	.	.	PUNCT
ap-5194	283	1	acknowledgements	acknowledgement	NOUN
ap-5194	283	2	the	the	DET
ap-5194	283	3	authors	author	NOUN
ap-5194	283	4	would	would	AUX
ap-5194	283	5	like	like	VERB
ap-5194	283	6	to	to	PART
ap-5194	283	7	thank	thank	VERB
ap-5194	283	8	mustansiriyah	mustansiriyah	PROPN
ap-5194	283	9	university	university	PROPN
ap-5194	283	10	(	(	PUNCT
ap-5194	283	11	www.uomustansiriyah.edu.iq	www.uomustansiriyah.edu.iq	NOUN
ap-5194	283	12	)	)	PUNCT
ap-5194	283	13	baghdad	baghdad	PROPN
ap-5194	283	14	-	-	PUNCT
ap-5194	283	15	iraq	iraq	PROPN
ap-5194	283	16	for	for	ADP
ap-5194	283	17	its	its	PRON
ap-5194	283	18	support	support	NOUN
ap-5194	283	19	with	with	ADP
ap-5194	283	20	the	the	DET
ap-5194	283	21	present	present	ADJ
ap-5194	283	22	work	work	NOUN
ap-5194	283	23	.	.	PUNCT
ap-5194	284	1	references	reference	NOUN
ap-5194	284	2	[	[	X
ap-5194	284	3	1	1	NUM
ap-5194	284	4	]	]	PUNCT
ap-5194	284	5	h.	h.	PROPN
ap-5194	284	6	tarish	tarish	PROPN
ap-5194	284	7	haider	haider	PROPN
ap-5194	284	8	,	,	PUNCT
ap-5194	284	9	o.	o.	PROPN
ap-5194	284	10	hang	hang	PROPN
ap-5194	284	11	see	see	VERB
ap-5194	284	12	,	,	PUNCT
ap-5194	284	13	w.	w.	PROPN
ap-5194	284	14	elmenreich	elmenreich	PROPN
ap-5194	284	15	.	.	PUNCT
ap-5194	285	1	a	a	DET
ap-5194	285	2	review	review	NOUN
ap-5194	285	3	of	of	ADP
ap-5194	285	4	residential	residential	ADJ
ap-5194	285	5	demand	demand	NOUN
ap-5194	285	6	response	response	NOUN
ap-5194	285	7	of	of	ADP
ap-5194	285	8	smart	smart	ADJ
ap-5194	285	9	grid	grid	NOUN
ap-5194	285	10	.	.	PUNCT
ap-5194	286	1	renewable	renewable	ADJ
ap-5194	286	2	and	and	CCONJ
ap-5194	286	3	sustainable	sustainable	ADJ
ap-5194	286	4	energy	energy	NOUN
ap-5194	286	5	reviews	review	NOUN
ap-5194	286	6	59:166–178	59:166–178	NUM
ap-5194	286	7	,	,	PUNCT
ap-5194	286	8	2016	2016	NUM
ap-5194	286	9	.	.	PUNCT
ap-5194	287	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	287	2	/	/	SYM
ap-5194	287	3	j.rser.2016.01.016	j.rser.2016.01.016	PROPN
ap-5194	287	4	.	.	PUNCT
ap-5194	288	1	[	[	X
ap-5194	288	2	2	2	NUM
ap-5194	288	3	]	]	PUNCT
ap-5194	288	4	r.	r.	PROPN
ap-5194	288	5	lu	lu	PROPN
ap-5194	288	6	,	,	PUNCT
ap-5194	288	7	s.	s.	PROPN
ap-5194	288	8	hong	hong	PROPN
ap-5194	288	9	.	.	PUNCT
ap-5194	289	1	incentive	incentive	NOUN
ap-5194	289	2	-	-	PUNCT
ap-5194	289	3	based	base	VERB
ap-5194	289	4	demand	demand	NOUN
ap-5194	289	5	response	response	NOUN
ap-5194	289	6	for	for	ADP
ap-5194	289	7	smart	smart	ADJ
ap-5194	289	8	grid	grid	NOUN
ap-5194	289	9	with	with	ADP
ap-5194	289	10	reinforcement	reinforcement	NOUN
ap-5194	289	11	learning	learning	NOUN
ap-5194	289	12	and	and	CCONJ
ap-5194	289	13	deep	deep	ADJ
ap-5194	289	14	neural	neural	ADJ
ap-5194	289	15	network	network	NOUN
ap-5194	289	16	.	.	PUNCT
ap-5194	290	1	applied	apply	VERB
ap-5194	290	2	energy	energy	NOUN
ap-5194	290	3	236:937–949	236:937–949	NUM
ap-5194	290	4	,	,	PUNCT
ap-5194	290	5	2019	2019	NUM
ap-5194	290	6	.	.	PUNCT
ap-5194	291	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	291	2	/	/	SYM
ap-5194	291	3	j.apenergy.2018.12.061	j.apenergy.2018.12.061	PROPN
ap-5194	291	4	.	.	PUNCT
ap-5194	292	1	[	[	X
ap-5194	292	2	3	3	X
ap-5194	292	3	]	]	X
ap-5194	292	4	s.	s.	PROPN
ap-5194	292	5	hong	hong	PROPN
ap-5194	292	6	,	,	PUNCT
ap-5194	292	7	m.	m.	PROPN
ap-5194	292	8	yu	yu	PROPN
ap-5194	292	9	,	,	PUNCT
ap-5194	292	10	x.	x.	PROPN
ap-5194	292	11	huang	huang	PROPN
ap-5194	292	12	.	.	PUNCT
ap-5194	293	1	a	a	DET
ap-5194	293	2	real	real	ADJ
ap-5194	293	3	-	-	PUNCT
ap-5194	293	4	time	time	NOUN
ap-5194	293	5	demand	demand	NOUN
ap-5194	293	6	response	response	NOUN
ap-5194	293	7	algorithm	algorithm	NOUN
ap-5194	293	8	for	for	ADP
ap-5194	293	9	heterogeneous	heterogeneous	ADJ
ap-5194	293	10	devices	device	NOUN
ap-5194	293	11	in	in	ADP
ap-5194	293	12	buildings	building	NOUN
ap-5194	293	13	and	and	CCONJ
ap-5194	293	14	homes	home	NOUN
ap-5194	293	15	.	.	PUNCT
ap-5194	294	1	energy	energy	NOUN
ap-5194	294	2	80:123–132	80:123–132	PROPN
ap-5194	294	3	,	,	PUNCT
ap-5194	294	4	2014	2014	NUM
ap-5194	294	5	.	.	PUNCT
ap-5194	295	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	295	2	/	/	SYM
ap-5194	295	3	j.energy.2014.11.053	j.energy.2014.11.053	NOUN
ap-5194	295	4	.	.	PUNCT
ap-5194	296	1	[	[	X
ap-5194	296	2	4	4	X
ap-5194	296	3	]	]	X
ap-5194	296	4	h.	h.	PROPN
ap-5194	296	5	tarish	tarish	PROPN
ap-5194	296	6	haider	haider	PROPN
ap-5194	296	7	,	,	PUNCT
ap-5194	296	8	o.	o.	PROPN
ap-5194	296	9	hang	hang	PROPN
ap-5194	296	10	see	see	VERB
ap-5194	296	11	,	,	PUNCT
ap-5194	296	12	w.	w.	PROPN
ap-5194	296	13	elmenreich	elmenreich	PROPN
ap-5194	296	14	.	.	PUNCT
ap-5194	297	1	optimal	optimal	ADJ
ap-5194	297	2	residential	residential	ADJ
ap-5194	297	3	load	load	NOUN
ap-5194	297	4	scheduling	scheduling	NOUN
ap-5194	297	5	based	base	VERB
ap-5194	297	6	on	on	ADP
ap-5194	297	7	time	time	NOUN
ap-5194	297	8	varying	vary	VERB
ap-5194	297	9	pricing	pricing	NOUN
ap-5194	297	10	scheme	scheme	NOUN
ap-5194	297	11	.	.	PUNCT
ap-5194	298	1	in	in	ADP
ap-5194	298	2	13th	13th	NOUN
ap-5194	298	3	ieee	ieee	NOUN
ap-5194	298	4	student	student	NOUN
ap-5194	298	5	conference	conference	NOUN
ap-5194	298	6	on	on	ADP
ap-5194	298	7	research	research	PROPN
ap-5194	298	8	&	&	CCONJ
ap-5194	298	9	development	development	PROPN
ap-5194	298	10	2015	2015	NUM
ap-5194	298	11	(	(	PUNCT
ap-5194	298	12	scored	score	VERB
ap-5194	298	13	)	)	PUNCT
ap-5194	298	14	,	,	PUNCT
ap-5194	298	15	pp	pp	ADP
ap-5194	298	16	.	.	PUNCT
ap-5194	299	1	210–214	210–214	NUM
ap-5194	299	2	.	.	PUNCT
ap-5194	300	1	kuala	kuala	PROPN
ap-5194	300	2	lumpur	lumpur	PROPN
ap-5194	300	3	,	,	PUNCT
ap-5194	300	4	2015	2015	NUM
ap-5194	300	5	.	.	PUNCT
ap-5194	301	1	doi:10.1109	doi:10.1109	VERB
ap-5194	301	2	/	/	SYM
ap-5194	301	3	scored.2015.7449326	scored.2015.7449326	PROPN
ap-5194	301	4	.	.	PUNCT
ap-5194	302	1	[	[	X
ap-5194	302	2	5	5	NUM
ap-5194	302	3	]	]	PUNCT
ap-5194	302	4	m.	m.	PROPN
ap-5194	302	5	e.	e.	PROPN
ap-5194	302	6	bayrakdar	bayrakdar	PROPN
ap-5194	302	7	,	,	PUNCT
ap-5194	302	8	a.	a.	NOUN
ap-5194	302	9	çalhan	çalhan	NOUN
ap-5194	302	10	.	.	PUNCT
ap-5194	303	1	artificial	artificial	ADJ
ap-5194	303	2	bee	bee	PROPN
ap-5194	303	3	colonybased	colonybase	VERB
ap-5194	303	4	spectrum	spectrum	NOUN
ap-5194	303	5	handoff	handoff	NOUN
ap-5194	303	6	algorithm	algorithm	PROPN
ap-5194	303	7	in	in	ADP
ap-5194	303	8	wireless	wireless	ADJ
ap-5194	303	9	cognitive	cognitive	ADJ
ap-5194	303	10	radio	radio	NOUN
ap-5194	303	11	networks	network	NOUN
ap-5194	303	12	.	.	PUNCT
ap-5194	304	1	international	international	ADJ
ap-5194	304	2	journal	journal	NOUN
ap-5194	304	3	of	of	ADP
ap-5194	304	4	communication	communication	NOUN
ap-5194	304	5	systems	system	NOUN
ap-5194	304	6	31:1–16	31:1–16	NOUN
ap-5194	304	7	,	,	PUNCT
ap-5194	304	8	2018	2018	NUM
ap-5194	304	9	.	.	PUNCT
ap-5194	305	1	doi:10.1002	doi:10.1002	NOUN
ap-5194	305	2	/	/	SYM
ap-5194	305	3	dac.3495	dac.3495	PROPN
ap-5194	305	4	.	.	PUNCT
ap-5194	306	1	[	[	X
ap-5194	306	2	6	6	NUM
ap-5194	306	3	]	]	PUNCT
ap-5194	306	4	m.	m.	PROPN
ap-5194	306	5	barbeau	barbeau	PROPN
ap-5194	306	6	,	,	PUNCT
ap-5194	306	7	g.	g.	PROPN
ap-5194	306	8	cervera	cervera	PROPN
ap-5194	306	9	,	,	PUNCT
ap-5194	306	10	j.	j.	PROPN
ap-5194	306	11	garcia	garcia	PROPN
ap-5194	306	12	-	-	PUNCT
ap-5194	306	13	alfaro	alfaro	PROPN
ap-5194	306	14	,	,	PUNCT
ap-5194	306	15	e.	e.	PROPN
ap-5194	306	16	kranakis	kranakis	PROPN
ap-5194	306	17	.	.	PUNCT
ap-5194	306	18	channel	channel	PROPN
ap-5194	306	19	selection	selection	NOUN
ap-5194	306	20	using	use	VERB
ap-5194	306	21	a	a	DET
ap-5194	306	22	multiple	multiple	ADJ
ap-5194	306	23	radio	radio	NOUN
ap-5194	306	24	model	model	NOUN
ap-5194	306	25	.	.	PUNCT
ap-5194	307	1	journal	journal	PROPN
ap-5194	307	2	of	of	ADP
ap-5194	307	3	network	network	NOUN
ap-5194	307	4	and	and	CCONJ
ap-5194	307	5	computer	computer	NOUN
ap-5194	307	6	applications	application	NOUN
ap-5194	307	7	64:113–123	64:113–123	PROPN
ap-5194	307	8	,	,	PUNCT
ap-5194	307	9	2016	2016	NUM
ap-5194	307	10	.	.	PUNCT
ap-5194	308	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	308	2	/	/	SYM
ap-5194	308	3	j.jnca.2016.01.021	j.jnca.2016.01.021	PROPN
ap-5194	308	4	.	.	PUNCT
ap-5194	309	1	[	[	X
ap-5194	309	2	7	7	X
ap-5194	309	3	]	]	PUNCT
ap-5194	309	4	m.	m.	PROPN
ap-5194	309	5	e.	e.	PROPN
ap-5194	309	6	bayrakdar	bayrakdar	PROPN
ap-5194	309	7	,	,	PUNCT
ap-5194	309	8	a.	a.	NOUN
ap-5194	309	9	çalhan	çalhan	NOUN
ap-5194	309	10	.	.	PUNCT
ap-5194	310	1	non	non	ADJ
ap-5194	310	2	-	-	ADJ
ap-5194	310	3	preemptive	preemptive	ADJ
ap-5194	310	4	queueing	queueing	NOUN
ap-5194	310	5	model	model	NOUN
ap-5194	310	6	of	of	ADP
ap-5194	310	7	spectrum	spectrum	NOUN
ap-5194	310	8	handoff	handoff	PROPN
ap-5194	310	9	scheme	scheme	NOUN
ap-5194	310	10	based	base	VERB
ap-5194	310	11	on	on	ADP
ap-5194	310	12	prioritized	prioritize	VERB
ap-5194	310	13	data	datum	NOUN
ap-5194	310	14	traffic	traffic	NOUN
ap-5194	310	15	in	in	ADP
ap-5194	310	16	cognitive	cognitive	ADJ
ap-5194	310	17	wireless	wireless	ADJ
ap-5194	310	18	networks	network	NOUN
ap-5194	310	19	.	.	PUNCT
ap-5194	311	1	etri	etri	PROPN
ap-5194	311	2	journal	journal	PROPN
ap-5194	311	3	39:558–569	39:558–569	PROPN
ap-5194	311	4	,	,	PUNCT
ap-5194	311	5	2017	2017	NUM
ap-5194	311	6	.	.	PUNCT
ap-5194	312	1	doi:10.4218	doi:10.4218	NOUN
ap-5194	312	2	/	/	SYM
ap-5194	312	3	etrij.17.0116.0850	etrij.17.0116.0850	NOUN
ap-5194	312	4	.	.	PUNCT
ap-5194	313	1	[	[	X
ap-5194	313	2	8	8	NUM
ap-5194	313	3	]	]	PUNCT
ap-5194	313	4	s.	s.	PROPN
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ap-5194	313	6	,	,	PUNCT
ap-5194	313	7	m.	m.	PROPN
ap-5194	313	8	f.	f.	PROPN
ap-5194	313	9	sohail	sohail	PROPN
ap-5194	313	10	,	,	PUNCT
ap-5194	313	11	s.	s.	PROPN
ap-5194	313	12	a.	a.	PROPN
ap-5194	313	13	ghauri	ghauri	PROPN
ap-5194	313	14	,	,	PUNCT
ap-5194	313	15	et	et	PROPN
ap-5194	313	16	al	al	PROPN
ap-5194	313	17	.	.	PROPN
ap-5194	313	18	cognitive	cognitive	ADJ
ap-5194	313	19	radio	radio	NOUN
ap-5194	313	20	based	base	VERB
ap-5194	313	21	smart	smart	ADJ
ap-5194	313	22	grid	grid	NOUN
ap-5194	313	23	communication	communication	NOUN
ap-5194	313	24	network	network	NOUN
ap-5194	313	25	.	.	PUNCT
ap-5194	314	1	renewable	renewable	ADJ
ap-5194	314	2	and	and	CCONJ
ap-5194	314	3	sustainable	sustainable	ADJ
ap-5194	314	4	energy	energy	NOUN
ap-5194	314	5	reviews	review	NOUN
ap-5194	314	6	72:535–548	72:535–548	NUM
ap-5194	314	7	,	,	PUNCT
ap-5194	314	8	2017	2017	NUM
ap-5194	314	9	.	.	PUNCT
ap-5194	315	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	315	2	/	/	SYM
ap-5194	315	3	j.rser.2017.01.08	j.rser.2017.01.08	PROPN
ap-5194	315	4	.	.	PUNCT
ap-5194	316	1	[	[	X
ap-5194	316	2	9	9	NUM
ap-5194	316	3	]	]	X
ap-5194	316	4	u.	u.	PROPN
ap-5194	316	5	khan	khan	PROPN
ap-5194	316	6	,	,	PUNCT
ap-5194	316	7	n.	n.	PROPN
ap-5194	316	8	dilshad	dilshad	PROPN
ap-5194	316	9	,	,	PUNCT
ap-5194	316	10	m.	m.	NOUN
ap-5194	316	11	h.	h.	PROPN
ap-5194	316	12	rehmani	rehmani	PROPN
ap-5194	316	13	,	,	PUNCT
ap-5194	316	14	t.	t.	PROPN
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ap-5194	316	16	.	.	PUNCT
ap-5194	316	17	fairness	fairness	NOUN
ap-5194	316	18	in	in	ADP
ap-5194	316	19	cognitive	cognitive	ADJ
ap-5194	316	20	radio	radio	NOUN
ap-5194	316	21	networks	network	NOUN
ap-5194	316	22	:	:	PUNCT
ap-5194	316	23	models	model	NOUN
ap-5194	316	24	,	,	PUNCT
ap-5194	316	25	measurement	measurement	NOUN
ap-5194	316	26	methods	method	NOUN
ap-5194	316	27	,	,	PUNCT
ap-5194	316	28	applications	application	NOUN
ap-5194	316	29	,	,	PUNCT
ap-5194	316	30	and	and	CCONJ
ap-5194	316	31	future	future	ADJ
ap-5194	316	32	research	research	NOUN
ap-5194	316	33	directions	direction	NOUN
ap-5194	316	34	.	.	PUNCT
ap-5194	317	1	journal	journal	NOUN
ap-5194	317	2	of	of	ADP
ap-5194	317	3	network	network	NOUN
ap-5194	317	4	and	and	CCONJ
ap-5194	317	5	computer	computer	NOUN
ap-5194	317	6	applications	application	NOUN
ap-5194	317	7	73:12–26	73:12–26	NUM
ap-5194	317	8	,	,	PUNCT
ap-5194	317	9	2016	2016	NUM
ap-5194	317	10	.	.	PUNCT
ap-5194	318	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	318	2	/	/	SYM
ap-5194	318	3	j.jnca.2016.07.008	j.jnca.2016.07.008	PROPN
ap-5194	318	4	.	.	PUNCT
ap-5194	319	1	[	[	X
ap-5194	319	2	10	10	NUM
ap-5194	319	3	]	]	X
ap-5194	319	4	o.	o.	PROPN
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ap-5194	319	9	gungor	gungor	NOUN
ap-5194	319	10	,	,	PUNCT
ap-5194	319	11	o.	o.	PROPN
ap-5194	319	12	akan	akan	PROPN
ap-5194	319	13	.	.	PUNCT
ap-5194	319	14	delay	delay	NOUN
ap-5194	319	15	-	-	PUNCT
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ap-5194	319	17	and	and	CCONJ
ap-5194	319	18	multimedia	multimedia	NOUN
ap-5194	319	19	communication	communication	NOUN
ap-5194	319	20	in	in	ADP
ap-5194	319	21	cognitive	cognitive	ADJ
ap-5194	319	22	radio	radio	NOUN
ap-5194	319	23	sensor	sensor	NOUN
ap-5194	319	24	networks	network	NOUN
ap-5194	319	25	.	.	PUNCT
ap-5194	320	1	ad	ad	NOUN
ap-5194	320	2	hoc	hoc	X
ap-5194	320	3	networks	network	NOUN
ap-5194	320	4	10:816–830	10:816–830	NUM
ap-5194	320	5	,	,	PUNCT
ap-5194	320	6	2012	2012	NUM
ap-5194	320	7	.	.	PUNCT
ap-5194	321	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	321	2	/	/	SYM
ap-5194	321	3	j.adhoc.2011.01.021	j.adhoc.2011.01.021	PROPN
ap-5194	321	4	.	.	PUNCT
ap-5194	322	1	[	[	X
ap-5194	322	2	11	11	NUM
ap-5194	322	3	]	]	PUNCT
ap-5194	322	4	j.	j.	PROPN
ap-5194	322	5	palicot	palicot	PROPN
ap-5194	322	6	,	,	PUNCT
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ap-5194	322	9	,	,	PUNCT
ap-5194	322	10	b.	b.	PROPN
ap-5194	322	11	résimont	résimont	PROPN
ap-5194	322	12	,	,	PUNCT
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ap-5194	322	15	.	.	PUNCT
ap-5194	323	1	application	application	NOUN
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ap-5194	323	4	and	and	CCONJ
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ap-5194	323	6	cognitive	cognitive	ADJ
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ap-5194	323	8	management	management	NOUN
ap-5194	323	9	for	for	ADP
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ap-5194	323	11	smart	smart	ADJ
ap-5194	323	12	grid	grid	NOUN
ap-5194	323	13	.	.	PUNCT
ap-5194	324	1	ad	ad	NOUN
ap-5194	324	2	hoc	hoc	X
ap-5194	324	3	networks	network	NOUN
ap-5194	324	4	41:86–98	41:86–98	NUM
ap-5194	324	5	,	,	PUNCT
ap-5194	324	6	2016	2016	NUM
ap-5194	324	7	.	.	PUNCT
ap-5194	325	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	325	2	/	/	SYM
ap-5194	325	3	j.adhoc.2015.12.002	j.adhoc.2015.12.002	PROPN
ap-5194	325	4	.	.	PUNCT
ap-5194	326	1	[	[	X
ap-5194	326	2	12	12	NUM
ap-5194	326	3	]	]	PUNCT
ap-5194	326	4	m.	m.	NOUN
ap-5194	326	5	faheem	faheem	PROPN
ap-5194	326	6	,	,	PUNCT
ap-5194	326	7	s.	s.	PROPN
ap-5194	326	8	shah	shah	PROPN
ap-5194	326	9	,	,	PUNCT
ap-5194	326	10	r.	r.	PROPN
ap-5194	326	11	butt	butt	PROPN
ap-5194	326	12	,	,	PUNCT
ap-5194	326	13	et	et	PROPN
ap-5194	326	14	al	al	PROPN
ap-5194	326	15	.	.	PROPN
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ap-5194	326	17	grid	grid	NOUN
ap-5194	326	18	communication	communication	NOUN
ap-5194	326	19	and	and	CCONJ
ap-5194	326	20	information	information	NOUN
ap-5194	326	21	technologies	technology	NOUN
ap-5194	326	22	in	in	ADP
ap-5194	326	23	the	the	DET
ap-5194	326	24	perspective	perspective	NOUN
ap-5194	326	25	of	of	ADP
ap-5194	326	26	industry	industry	NOUN
ap-5194	326	27	4.0	4.0	NUM
ap-5194	326	28	:	:	PUNCT
ap-5194	326	29	opportunities	opportunity	NOUN
ap-5194	326	30	and	and	CCONJ
ap-5194	326	31	challenges	challenge	NOUN
ap-5194	326	32	.	.	PUNCT
ap-5194	327	1	computer	computer	NOUN
ap-5194	327	2	science	science	NOUN
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ap-5194	327	4	30:1	30:1	NUM
ap-5194	327	5	–	–	PUNCT
ap-5194	327	6	30	30	NUM
ap-5194	327	7	,	,	PUNCT
ap-5194	327	8	2018	2018	NUM
ap-5194	327	9	.	.	PUNCT
ap-5194	328	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	328	2	/	/	SYM
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ap-5194	328	4	.	.	PUNCT
ap-5194	329	1	[	[	X
ap-5194	329	2	13	13	NUM
ap-5194	329	3	]	]	X
ap-5194	329	4	s.	s.	PROPN
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ap-5194	329	9	,	,	PUNCT
ap-5194	329	10	f.	f.	PROPN
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ap-5194	329	12	.	.	PUNCT
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ap-5194	330	2	channel	channel	NOUN
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ap-5194	330	4	mechanism	mechanism	NOUN
ap-5194	330	5	for	for	ADP
ap-5194	330	6	cognitive	cognitive	ADJ
ap-5194	330	7	radio	radio	NOUN
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ap-5194	330	9	last	last	ADJ
ap-5194	330	10	mile	mile	NOUN
ap-5194	330	11	smart	smart	ADJ
ap-5194	330	12	grid	grid	NOUN
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ap-5194	330	14	.	.	PUNCT
ap-5194	331	1	ad	ad	NOUN
ap-5194	331	2	hoc	hoc	X
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ap-5194	331	5	–	–	PUNCT
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ap-5194	331	7	,	,	PUNCT
ap-5194	331	8	2016	2016	NUM
ap-5194	331	9	.	.	PUNCT
ap-5194	332	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	332	2	/	/	SYM
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ap-5194	332	4	.	.	PUNCT
ap-5194	333	1	[	[	X
ap-5194	333	2	14	14	NUM
ap-5194	333	3	]	]	X
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ap-5194	334	12	.	.	PUNCT
ap-5194	335	1	ad	ad	NOUN
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ap-5194	335	7	.	.	PUNCT
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ap-5194	337	10	m.	m.	PROPN
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ap-5194	338	15	smart	smart	ADJ
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ap-5194	338	17	.	.	PUNCT
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ap-5194	339	7	.	.	PUNCT
ap-5194	340	1	doi:10.1016	doi:10.1016	PROPN
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ap-5194	340	5	257	257	NUM
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ap-5194	340	14	http://dx.doi.org/10.1016/j.rser.2017.01.08	http://dx.doi.org/10.1016/j.rser.2017.01.08	VERB
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ap-5194	341	7	http://dx.doi.org/10.1016/j.adhoc.2015.12.004	http://dx.doi.org/10.1016/j.adhoc.2015.12.004	PROPN
ap-5194	341	8	h.	h.	PROPN
ap-5194	341	9	t.	t.	PROPN
ap-5194	341	10	haider	haider	PROPN
ap-5194	341	11	,	,	PUNCT
ap-5194	341	12	d.	d.	PROPN
ap-5194	341	13	h.	h.	PROPN
ap-5194	341	14	muhsen	muhsen	PROPN
ap-5194	341	15	,	,	PUNCT
ap-5194	341	16	h.	h.	PROPN
ap-5194	341	17	i.	i.	PROPN
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ap-5194	342	1	[	[	X
ap-5194	342	2	16	16	NUM
ap-5194	342	3	]	]	PUNCT
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ap-5194	342	14	atiquzzaman	atiquzzaman	PROPN
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ap-5194	343	4	spectrum	spectrum	NOUN
ap-5194	343	5	noise	noise	NOUN
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ap-5194	343	11	smart	smart	ADJ
ap-5194	343	12	grid	grid	NOUN
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ap-5194	343	14	bch	bch	PROPN
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ap-5194	343	16	steganographic	steganographic	ADJ
ap-5194	343	17	approach	approach	NOUN
ap-5194	343	18	.	.	PUNCT
ap-5194	344	1	ad	ad	NOUN
ap-5194	344	2	hoc	hoc	X
ap-5194	344	3	networks	network	NOUN
ap-5194	344	4	41:30–46	41:30–46	NUM
ap-5194	344	5	,	,	PUNCT
ap-5194	344	6	2016	2016	NUM
ap-5194	344	7	.	.	PUNCT
ap-5194	345	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	345	2	/	/	SYM
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ap-5194	346	1	[	[	X
ap-5194	346	2	17	17	NUM
ap-5194	346	3	]	]	X
ap-5194	346	4	u.	u.	PROPN
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ap-5194	346	10	m.	m.	NOUN
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ap-5194	346	12	.	.	PUNCT
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ap-5194	347	11	smart	smart	ADJ
ap-5194	347	12	grid	grid	NOUN
ap-5194	347	13	.	.	PUNCT
ap-5194	348	1	pervasive	pervasive	ADJ
ap-5194	348	2	and	and	CCONJ
ap-5194	348	3	mobile	mobile	ADJ
ap-5194	348	4	computing	computing	NOUN
ap-5194	348	5	22:3–15	22:3–15	NUM
ap-5194	348	6	,	,	PUNCT
ap-5194	348	7	2015	2015	NUM
ap-5194	348	8	.	.	PUNCT
ap-5194	349	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	349	2	/	/	SYM
ap-5194	349	3	j.pmcj.2015.05.001	j.pmcj.2015.05.001	PROPN
ap-5194	349	4	.	.	PUNCT
ap-5194	350	1	[	[	X
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ap-5194	350	3	]	]	X
ap-5194	350	4	h.	h.	PROPN
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ap-5194	350	6	,	,	PUNCT
ap-5194	350	7	y.	y.	PROPN
ap-5194	350	8	qian	qian	PROPN
ap-5194	350	9	,	,	PUNCT
ap-5194	350	10	h.	h.	PROPN
ap-5194	350	11	sharif	sharif	PROPN
ap-5194	350	12	.	.	PUNCT
ap-5194	351	1	multimedia	multimedia	NOUN
ap-5194	351	2	communications	communication	NOUN
ap-5194	351	3	over	over	ADP
ap-5194	351	4	cognitive	cognitive	ADJ
ap-5194	351	5	radio	radio	NOUN
ap-5194	351	6	networks	network	NOUN
ap-5194	351	7	for	for	ADP
ap-5194	351	8	smart	smart	ADJ
ap-5194	351	9	grid	grid	NOUN
ap-5194	351	10	applications	application	NOUN
ap-5194	351	11	.	.	PUNCT
ap-5194	352	1	ieee	ieee	PROPN
ap-5194	352	2	wireless	wireless	PROPN
ap-5194	352	3	communications	communication	NOUN
ap-5194	352	4	20:125–132	20:125–132	PROPN
ap-5194	352	5	,	,	PUNCT
ap-5194	352	6	2013	2013	NUM
ap-5194	352	7	.	.	PUNCT
ap-5194	353	1	doi:10.1109	doi:10.1109	VERB
ap-5194	353	2	/	/	SYM
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ap-5194	353	4	.	.	PUNCT
ap-5194	354	1	[	[	X
ap-5194	354	2	19	19	NUM
ap-5194	354	3	]	]	PUNCT
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ap-5194	354	5	saghiri	saghiri	PROPN
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ap-5194	355	2	approach	approach	NOUN
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ap-5194	355	8	cognitive	cognitive	ADJ
ap-5194	355	9	peer	peer	NOUN
ap-5194	355	10	-	-	PUNCT
ap-5194	355	11	to	to	ADP
ap-5194	355	12	-	-	PUNCT
ap-5194	355	13	peer	peer	NOUN
ap-5194	355	14	networks	network	NOUN
ap-5194	355	15	.	.	PUNCT
ap-5194	356	1	journal	journal	PROPN
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ap-5194	356	6	applications	application	NOUN
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ap-5194	356	8	,	,	PUNCT
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ap-5194	356	10	.	.	PUNCT
ap-5194	357	1	doi:10.1016	doi:10.1016	PROPN
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ap-5194	358	2	20	20	NUM
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ap-5194	358	4	w.	w.	PROPN
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ap-5194	358	6	,	,	PUNCT
ap-5194	358	7	m.	m.	NOUN
ap-5194	358	8	zeeshan	zeeshan	PROPN
ap-5194	358	9	.	.	PUNCT
ap-5194	358	10	qos	qos	PROPN
ap-5194	358	11	-	-	PUNCT
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ap-5194	358	13	dynamic	dynamic	ADJ
ap-5194	358	14	channel	channel	NOUN
ap-5194	358	15	selection	selection	NOUN
ap-5194	358	16	algorithm	algorithm	NOUN
ap-5194	358	17	for	for	ADP
ap-5194	358	18	cognitive	cognitive	ADJ
ap-5194	358	19	radio	radio	NOUN
ap-5194	358	20	based	base	VERB
ap-5194	358	21	smart	smart	ADJ
ap-5194	358	22	grid	grid	NOUN
ap-5194	358	23	communication	communication	NOUN
ap-5194	358	24	network	network	NOUN
ap-5194	358	25	.	.	PUNCT
ap-5194	359	1	ad	ad	NOUN
ap-5194	359	2	hoc	hoc	X
ap-5194	359	3	networks	network	NOUN
ap-5194	359	4	87:61–75	87:61–75	NUM
ap-5194	359	5	,	,	PUNCT
ap-5194	359	6	2019	2019	NUM
ap-5194	359	7	.	.	PUNCT
ap-5194	360	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	360	2	/	/	SYM
ap-5194	360	3	j.adhoc.2018.11.007	j.adhoc.2018.11.007	PROPN
ap-5194	360	4	.	.	PUNCT
ap-5194	361	1	[	[	X
ap-5194	361	2	21	21	NUM
ap-5194	361	3	]	]	PUNCT
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ap-5194	361	5	r.	r.	PROPN
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ap-5194	361	7	,	,	PUNCT
ap-5194	361	8	b.	b.	PROPN
ap-5194	361	9	a.	a.	PROPN
ap-5194	361	10	barker	barker	PROPN
ap-5194	361	11	,	,	PUNCT
ap-5194	361	12	a.	a.	NOUN
ap-5194	361	13	m.	m.	NOUN
ap-5194	361	14	wyglinski	wyglinski	PROPN
ap-5194	361	15	,	,	PUNCT
ap-5194	361	16	et	et	PROPN
ap-5194	361	17	al	al	PROPN
ap-5194	361	18	.	.	PROPN
ap-5194	361	19	cognitive	cognitive	ADJ
ap-5194	361	20	engine	engine	NOUN
ap-5194	361	21	implementation	implementation	NOUN
ap-5194	361	22	for	for	ADP
ap-5194	361	23	wireless	wireless	ADJ
ap-5194	361	24	multicarrier	multicarrier	NOUN
ap-5194	361	25	transceivers	transceiver	NOUN
ap-5194	361	26	.	.	PUNCT
ap-5194	362	1	wireless	wireless	ADJ
ap-5194	362	2	communications	communication	NOUN
ap-5194	362	3	and	and	CCONJ
ap-5194	362	4	mobile	mobile	NOUN
ap-5194	362	5	computing	computing	NOUN
ap-5194	362	6	7:1129–1142	7:1129–1142	NUM
ap-5194	362	7	,	,	PUNCT
ap-5194	362	8	2007	2007	NUM
ap-5194	362	9	.	.	PUNCT
ap-5194	363	1	doi:10.1002	doi:10.1002	NOUN
ap-5194	363	2	/	/	SYM
ap-5194	363	3	wcm.486	wcm.486	ADJ
ap-5194	363	4	.	.	PUNCT
ap-5194	364	1	[	[	X
ap-5194	364	2	22	22	NUM
ap-5194	364	3	]	]	PUNCT
ap-5194	364	4	t.	t.	PROPN
ap-5194	364	5	r.	r.	PROPN
ap-5194	364	6	newman	newman	PROPN
ap-5194	364	7	,	,	PUNCT
ap-5194	364	8	r.	r.	PROPN
ap-5194	364	9	rajbanshi	rajbanshi	PROPN
ap-5194	364	10	,	,	PUNCT
ap-5194	364	11	a.	a.	NOUN
ap-5194	364	12	m.	m.	NOUN
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ap-5194	364	14	,	,	PUNCT
ap-5194	364	15	et	et	PROPN
ap-5194	364	16	al	al	PROPN
ap-5194	364	17	.	.	PUNCT
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ap-5194	364	19	adaptation	adaptation	NOUN
ap-5194	364	20	for	for	ADP
ap-5194	364	21	genetic	genetic	ADJ
ap-5194	364	22	algorithm	algorithm	NOUN
ap-5194	364	23	-	-	PUNCT
ap-5194	364	24	based	base	VERB
ap-5194	364	25	cognitive	cognitive	ADJ
ap-5194	364	26	radios	radio	NOUN
ap-5194	364	27	.	.	PUNCT
ap-5194	365	1	mobile	mobile	ADJ
ap-5194	365	2	networks	network	NOUN
ap-5194	365	3	and	and	CCONJ
ap-5194	365	4	applications	application	NOUN
ap-5194	365	5	13:442–451	13:442–451	PROPN
ap-5194	365	6	,	,	PUNCT
ap-5194	365	7	2008	2008	NUM
ap-5194	365	8	.	.	PUNCT
ap-5194	366	1	doi:10.1007	doi:10.1007	VERB
ap-5194	366	2	/	/	SYM
ap-5194	366	3	s11036	s11036	NOUN
ap-5194	366	4	-	-	PUNCT
ap-5194	366	5	008	008	NUM
ap-5194	366	6	-	-	PUNCT
ap-5194	366	7	0079	0079	NUM
ap-5194	366	8	-	-	SYM
ap-5194	366	9	8	8	NUM
ap-5194	366	10	.	.	PUNCT
ap-5194	367	1	[	[	X
ap-5194	367	2	23	23	NUM
ap-5194	367	3	]	]	X
ap-5194	367	4	c.	c.	PROPN
ap-5194	367	5	huynh	huynh	PROPN
ap-5194	367	6	,	,	PUNCT
ap-5194	367	7	w.	w.	PROPN
ap-5194	367	8	lee	lee	PROPN
ap-5194	367	9	.	.	PROPN
ap-5194	367	10	multicarrier	multicarrier	PROPN
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ap-5194	367	12	radio	radio	NOUN
ap-5194	367	13	system	system	NOUN
ap-5194	367	14	configuration	configuration	NOUN
ap-5194	367	15	based	base	VERB
ap-5194	367	16	on	on	ADP
ap-5194	367	17	interference	interference	NOUN
ap-5194	367	18	analysis	analysis	NOUN
ap-5194	367	19	by	by	ADP
ap-5194	367	20	two	two	NUM
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ap-5194	367	22	genetic	genetic	ADJ
ap-5194	367	23	algorithm	algorithm	NOUN
ap-5194	367	24	.	.	PUNCT
ap-5194	368	1	in	in	ADP
ap-5194	368	2	advanced	advanced	ADJ
ap-5194	368	3	technologies	technology	NOUN
ap-5194	368	4	for	for	ADP
ap-5194	368	5	communications	communication	NOUN
ap-5194	368	6	(	(	PUNCT
ap-5194	368	7	atc	atc	NOUN
ap-5194	368	8	)	)	PUNCT
ap-5194	368	9	,	,	PUNCT
ap-5194	368	10	2011	2011	NUM
ap-5194	368	11	international	international	ADJ
ap-5194	368	12	conference	conference	NOUN
ap-5194	368	13	,	,	PUNCT
ap-5194	368	14	pp	pp	X
ap-5194	368	15	.	.	PUNCT
ap-5194	369	1	85–88	85–88	NUM
ap-5194	369	2	.	.	PUNCT
ap-5194	370	1	da	da	PROPN
ap-5194	370	2	nang	nang	PROPN
ap-5194	370	3	,	,	PUNCT
ap-5194	370	4	vietnam	vietnam	PROPN
ap-5194	370	5	,	,	PUNCT
ap-5194	370	6	2011	2011	NUM
ap-5194	370	7	.	.	PUNCT
ap-5194	371	1	doi:10.1109	doi:10.1109	VERB
ap-5194	371	2	/	/	SYM
ap-5194	371	3	atc.2011.6027441	atc.2011.6027441	PROPN
ap-5194	371	4	.	.	PUNCT
ap-5194	372	1	[	[	X
ap-5194	372	2	24	24	NUM
ap-5194	372	3	]	]	PUNCT
ap-5194	372	4	c.	c.	PROPN
ap-5194	372	5	k.	k.	PROPN
ap-5194	372	6	huynh	huynh	PROPN
ap-5194	372	7	,	,	PUNCT
ap-5194	372	8	w.	w.	PROPN
ap-5194	372	9	c.	c.	PROPN
ap-5194	372	10	lee	lee	PROPN
ap-5194	372	11	.	.	PROPN
ap-5194	372	12	two	two	NUM
ap-5194	372	13	-	-	PUNCT
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ap-5194	372	15	genetic	genetic	ADJ
ap-5194	372	16	algorithm	algorithm	NOUN
ap-5194	372	17	for	for	ADP
ap-5194	372	18	ofdm	ofdm	NOUN
ap-5194	372	19	-	-	PUNCT
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ap-5194	372	21	cognitive	cognitive	ADJ
ap-5194	372	22	radio	radio	NOUN
ap-5194	372	23	systems	system	NOUN
ap-5194	372	24	.	.	PUNCT
ap-5194	373	1	in	in	ADP
ap-5194	373	2	2011	2011	NUM
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ap-5194	373	4	3rd	3rd	PROPN
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ap-5194	373	6	conference	conference	NOUN
ap-5194	373	7	on	on	ADP
ap-5194	373	8	communication	communication	NOUN
ap-5194	373	9	software	software	NOUN
ap-5194	373	10	and	and	CCONJ
ap-5194	373	11	networks	network	NOUN
ap-5194	373	12	(	(	PUNCT
ap-5194	373	13	iccsn	iccsn	NOUN
ap-5194	373	14	)	)	PUNCT
ap-5194	373	15	,	,	PUNCT
ap-5194	373	16	pp	pp	ADP
ap-5194	373	17	.	.	PUNCT
ap-5194	374	1	100–105	100–105	NUM
ap-5194	374	2	.	.	PUNCT
ap-5194	375	1	2011	2011	NUM
ap-5194	375	2	.	.	PUNCT
ap-5194	376	1	doi:10.1109	doi:10.1109	ADJ
ap-5194	376	2	/	/	SYM
ap-5194	376	3	iccsn.2011.6013553	iccsn.2011.6013553	PROPN
ap-5194	376	4	.	.	PUNCT
ap-5194	377	1	[	[	X
ap-5194	377	2	25	25	NUM
ap-5194	377	3	]	]	X
ap-5194	377	4	n.	n.	PROPN
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ap-5194	377	6	,	,	PUNCT
ap-5194	377	7	s.	s.	PROPN
ap-5194	377	8	li	li	PROPN
ap-5194	377	9	,	,	PUNCT
ap-5194	377	10	z.	z.	PROPN
ap-5194	377	11	wu	wu	PROPN
ap-5194	377	12	.	.	PUNCT
ap-5194	378	1	cognitive	cognitive	ADJ
ap-5194	378	2	radio	radio	NOUN
ap-5194	378	3	engine	engine	NOUN
ap-5194	378	4	design	design	NOUN
ap-5194	378	5	based	base	VERB
ap-5194	378	6	on	on	ADP
ap-5194	378	7	ant	ant	ADJ
ap-5194	378	8	colony	colony	NOUN
ap-5194	378	9	optimization	optimization	NOUN
ap-5194	378	10	.	.	PUNCT
ap-5194	379	1	wireless	wireless	ADJ
ap-5194	379	2	personal	personal	ADJ
ap-5194	379	3	communications	communication	NOUN
ap-5194	379	4	65:15–24	65:15–24	PROPN
ap-5194	379	5	,	,	PUNCT
ap-5194	379	6	2012	2012	NUM
ap-5194	379	7	.	.	PUNCT
ap-5194	380	1	doi:10.1007	doi:10.1007	VERB
ap-5194	380	2	/	/	SYM
ap-5194	380	3	s11277	s11277	PROPN
ap-5194	380	4	-	-	PUNCT
ap-5194	380	5	011	011	NUM
ap-5194	380	6	-	-	PUNCT
ap-5194	380	7	0225	0225	NUM
ap-5194	380	8	-	-	SYM
ap-5194	380	9	7	7	NUM
ap-5194	380	10	.	.	PUNCT
ap-5194	381	1	[	[	X
ap-5194	381	2	26	26	NUM
ap-5194	381	3	]	]	PUNCT
ap-5194	381	4	z.	z.	PROPN
ap-5194	381	5	zhao	zhao	PROPN
ap-5194	381	6	,	,	PUNCT
ap-5194	381	7	s.	s.	PROPN
ap-5194	381	8	xu	xu	PROPN
ap-5194	381	9	,	,	PUNCT
ap-5194	381	10	s.	s.	PROPN
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ap-5194	381	12	,	,	PUNCT
ap-5194	381	13	j.	j.	PROPN
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ap-5194	381	15	.	.	PUNCT
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ap-5194	382	2	radio	radio	NOUN
ap-5194	382	3	adaptation	adaptation	NOUN
ap-5194	382	4	using	use	VERB
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ap-5194	382	6	swarm	swarm	NOUN
ap-5194	382	7	optimization	optimization	NOUN
ap-5194	382	8	.	.	PUNCT
ap-5194	383	1	wireless	wireless	ADJ
ap-5194	383	2	communications	communication	NOUN
ap-5194	383	3	and	and	CCONJ
ap-5194	383	4	mobile	mobile	NOUN
ap-5194	383	5	computing	computing	NOUN
ap-5194	383	6	9:875–881	9:875–881	NUM
ap-5194	383	7	,	,	PUNCT
ap-5194	383	8	2009	2009	NUM
ap-5194	383	9	.	.	PUNCT
ap-5194	384	1	doi:10.1002	doi:10.1002	NOUN
ap-5194	384	2	/	/	SYM
ap-5194	384	3	wcm.633	wcm.633	NOUN
ap-5194	384	4	.	.	PUNCT
ap-5194	385	1	[	[	X
ap-5194	385	2	27	27	NUM
ap-5194	385	3	]	]	PUNCT
ap-5194	385	4	x.	x.	PROPN
ap-5194	385	5	tan	tan	PROPN
ap-5194	385	6	,	,	PUNCT
ap-5194	385	7	h.	h.	PROPN
ap-5194	385	8	zhang	zhang	PROPN
ap-5194	385	9	,	,	PUNCT
ap-5194	385	10	j.	j.	PROPN
ap-5194	385	11	hu	hu	PROPN
ap-5194	385	12	.	.	PUNCT
ap-5194	386	1	a	a	DET
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ap-5194	386	4	of	of	ADP
ap-5194	386	5	cognitive	cognitive	ADJ
ap-5194	386	6	decision	decision	NOUN
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ap-5194	386	11	swarm	swarm	NOUN
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ap-5194	386	14	and	and	CCONJ
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ap-5194	386	16	database	database	NOUN
ap-5194	386	17	.	.	PUNCT
ap-5194	387	1	annals	annal	NOUN
ap-5194	387	2	of	of	ADP
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ap-5194	387	4	annales	annale	NOUN
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ap-5194	387	6	télécommunications	télécommunication	NOUN
ap-5194	387	7	69:593–605	69:593–605	NUM
ap-5194	387	8	,	,	PUNCT
ap-5194	387	9	2014	2014	NUM
ap-5194	387	10	.	.	PUNCT
ap-5194	388	1	doi:10.1007	doi:10.1007	VERB
ap-5194	388	2	/	/	SYM
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ap-5194	388	4	-	-	PUNCT
ap-5194	388	5	013	013	NUM
ap-5194	388	6	-	-	PUNCT
ap-5194	388	7	0417	0417	NUM
ap-5194	388	8	-	-	SYM
ap-5194	388	9	0	0	NUM
ap-5194	388	10	.	.	PUNCT
ap-5194	389	1	[	[	X
ap-5194	389	2	28	28	NUM
ap-5194	389	3	]	]	X
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ap-5194	389	5	c.	c.	PROPN
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ap-5194	389	7	,	,	PUNCT
ap-5194	389	8	d.	d.	PROPN
ap-5194	389	9	sahin	sahin	PROPN
ap-5194	389	10	,	,	PUNCT
ap-5194	389	11	t.	t.	PROPN
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ap-5194	389	13	,	,	PUNCT
ap-5194	389	14	et	et	PROPN
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ap-5194	389	16	.	.	PUNCT
ap-5194	390	1	a	a	DET
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ap-5194	390	5	grid	grid	NOUN
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ap-5194	390	11	.	.	PUNCT
ap-5194	391	1	ieee	ieee	NOUN
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ap-5194	391	3	on	on	ADP
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ap-5194	391	5	informatics	informatic	NOUN
ap-5194	391	6	9(1):28–42	9(1):28–42	NUM
ap-5194	391	7	,	,	PUNCT
ap-5194	391	8	2013	2013	NUM
ap-5194	391	9	.	.	PUNCT
ap-5194	392	1	doi:10.1109	doi:10.1109	VERB
ap-5194	392	2	/	/	SYM
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ap-5194	392	4	.	.	PUNCT
ap-5194	393	1	[	[	X
ap-5194	393	2	29	29	NUM
ap-5194	393	3	]	]	X
ap-5194	393	4	e.	e.	PROPN
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ap-5194	393	6	-	-	PUNCT
ap-5194	393	7	garcía	garcía	ADJ
ap-5194	393	8	,	,	PUNCT
ap-5194	393	9	a.	a.	PROPN
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ap-5194	393	11	,	,	PUNCT
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ap-5194	393	14	,	,	PUNCT
ap-5194	393	15	et	et	PROPN
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ap-5194	393	17	.	.	PUNCT
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ap-5194	394	12	.	.	PUNCT
ap-5194	395	1	impact	impact	NOUN
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ap-5194	396	4	89:245–259	89:245–259	NUM
ap-5194	396	5	,	,	PUNCT
ap-5194	396	6	2015	2015	NUM
ap-5194	396	7	.	.	PUNCT
ap-5194	397	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	397	2	/	/	SYM
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ap-5194	397	4	.	.	PUNCT
ap-5194	398	1	[	[	X
ap-5194	398	2	30	30	NUM
ap-5194	398	3	]	]	X
ap-5194	398	4	w.	w.	PROPN
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ap-5194	398	6	,	,	PUNCT
ap-5194	398	7	t.	t.	PROPN
ap-5194	398	8	li	li	PROPN
ap-5194	398	9	,	,	PUNCT
ap-5194	398	10	t.	t.	PROPN
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ap-5194	398	12	.	.	PUNCT
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ap-5194	399	6	parameter	parameter	NOUN
ap-5194	399	7	adaption	adaption	NOUN
ap-5194	399	8	:	:	PUNCT
ap-5194	399	9	using	use	VERB
ap-5194	399	10	evolutionary	evolutionary	ADJ
ap-5194	399	11	multi	multi	ADJ
ap-5194	399	12	-	-	ADJ
ap-5194	399	13	objective	objective	ADJ
ap-5194	399	14	algorithm	algorithm	NOUN
ap-5194	399	15	based	base	VERB
ap-5194	399	16	on	on	ADP
ap-5194	399	17	user	user	NOUN
ap-5194	399	18	preference	preference	NOUN
ap-5194	399	19	.	.	PUNCT
ap-5194	400	1	ad	ad	NOUN
ap-5194	400	2	hoc	hoc	X
ap-5194	400	3	networks	network	NOUN
ap-5194	400	4	26:3–16	26:3–16	NUM
ap-5194	400	5	,	,	PUNCT
ap-5194	400	6	2015	2015	NUM
ap-5194	400	7	.	.	PUNCT
ap-5194	401	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	401	2	/	/	SYM
ap-5194	401	3	j.adhoc.2014.09.006	j.adhoc.2014.09.006	PROPN
ap-5194	401	4	.	.	PUNCT
ap-5194	402	1	[	[	X
ap-5194	402	2	31	31	NUM
ap-5194	402	3	]	]	X
ap-5194	402	4	e.	e.	PROPN
ap-5194	402	5	hossain	hossain	PROPN
ap-5194	402	6	,	,	PUNCT
ap-5194	402	7	d.	d.	PROPN
ap-5194	402	8	niyato	niyato	PROPN
ap-5194	402	9	,	,	PUNCT
ap-5194	402	10	d.	d.	PROPN
ap-5194	402	11	in	in	ADP
ap-5194	402	12	kim	kim	PROPN
ap-5194	402	13	.	.	PUNCT
ap-5194	403	1	evolution	evolution	NOUN
ap-5194	403	2	and	and	CCONJ
ap-5194	403	3	future	future	ADJ
ap-5194	403	4	trends	trend	NOUN
ap-5194	403	5	of	of	ADP
ap-5194	403	6	research	research	NOUN
ap-5194	403	7	in	in	ADP
ap-5194	403	8	cognitive	cognitive	ADJ
ap-5194	403	9	radio	radio	NOUN
ap-5194	403	10	:	:	PUNCT
ap-5194	403	11	a	a	DET
ap-5194	403	12	contemporary	contemporary	ADJ
ap-5194	403	13	survey	survey	NOUN
ap-5194	403	14	.	.	PUNCT
ap-5194	404	1	wireless	wireless	ADJ
ap-5194	404	2	communications	communication	NOUN
ap-5194	404	3	and	and	CCONJ
ap-5194	404	4	mobile	mobile	NOUN
ap-5194	404	5	computing	computing	NOUN
ap-5194	404	6	15:1530–1564	15:1530–1564	NUM
ap-5194	404	7	,	,	PUNCT
ap-5194	404	8	2013	2013	NUM
ap-5194	404	9	.	.	PUNCT
ap-5194	405	1	doi:10.1002	doi:10.1002	NOUN
ap-5194	405	2	/	/	SYM
ap-5194	405	3	wcm.2443	wcm.2443	NOUN
ap-5194	405	4	.	.	PUNCT
ap-5194	406	1	[	[	X
ap-5194	406	2	32	32	NUM
ap-5194	406	3	]	]	PUNCT
ap-5194	406	4	p.	p.	NOUN
ap-5194	406	5	m.	m.	NOUN
ap-5194	406	6	pradhan	pradhan	PROPN
ap-5194	406	7	,	,	PUNCT
ap-5194	406	8	g.	g.	PROPN
ap-5194	406	9	panda	panda	NOUN
ap-5194	406	10	.	.	PUNCT
ap-5194	407	1	comparative	comparative	ADJ
ap-5194	407	2	performance	performance	NOUN
ap-5194	407	3	analysis	analysis	NOUN
ap-5194	407	4	of	of	ADP
ap-5194	407	5	evolutionary	evolutionary	ADJ
ap-5194	407	6	algorithm	algorithm	NOUN
ap-5194	407	7	based	base	VERB
ap-5194	407	8	parameter	parameter	NOUN
ap-5194	407	9	optimization	optimization	NOUN
ap-5194	407	10	in	in	ADP
ap-5194	407	11	cognitive	cognitive	ADJ
ap-5194	407	12	radio	radio	NOUN
ap-5194	407	13	engine	engine	NOUN
ap-5194	407	14	:	:	PUNCT
ap-5194	407	15	a	a	DET
ap-5194	407	16	survey	survey	NOUN
ap-5194	407	17	.	.	PUNCT
ap-5194	408	1	ad	ad	NOUN
ap-5194	408	2	hoc	hoc	X
ap-5194	408	3	networks	network	NOUN
ap-5194	408	4	17:129–146	17:129–146	NUM
ap-5194	408	5	,	,	PUNCT
ap-5194	408	6	2014	2014	NUM
ap-5194	408	7	.	.	PUNCT
ap-5194	409	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	409	2	/	/	SYM
ap-5194	409	3	j.adhoc.2014.01.010	j.adhoc.2014.01.010	PROPN
ap-5194	409	4	.	.	PUNCT
ap-5194	410	1	[	[	X
ap-5194	410	2	33	33	NUM
ap-5194	410	3	]	]	PUNCT
ap-5194	410	4	e.-g	e.-g	PROPN
ap-5194	410	5	.	.	PUNCT
ap-5194	410	6	talbi	talbi	PROPN
ap-5194	410	7	.	.	PUNCT
ap-5194	411	1	metaheuristics	metaheuristic	NOUN
ap-5194	411	2	:	:	PUNCT
ap-5194	411	3	from	from	ADP
ap-5194	411	4	design	design	NOUN
ap-5194	411	5	to	to	ADP
ap-5194	411	6	implementation	implementation	NOUN
ap-5194	411	7	,	,	PUNCT
ap-5194	411	8	vol	vol	NOUN
ap-5194	411	9	.	.	PROPN
ap-5194	412	1	74	74	NUM
ap-5194	412	2	.	.	PUNCT
ap-5194	413	1	john	john	PROPN
ap-5194	413	2	wiley	wiley	PROPN
ap-5194	413	3	&	&	CCONJ
ap-5194	413	4	sons	sons	PROPN
ap-5194	413	5	,	,	PUNCT
ap-5194	413	6	hoboken	hoboken	PROPN
ap-5194	413	7	,	,	PUNCT
ap-5194	413	8	new	new	PROPN
ap-5194	413	9	jersey	jersey	PROPN
ap-5194	413	10	,	,	PUNCT
ap-5194	413	11	usa	usa	PROPN
ap-5194	413	12	,	,	PUNCT
ap-5194	413	13	2009	2009	NUM
ap-5194	413	14	.	.	PUNCT
ap-5194	414	1	[	[	X
ap-5194	414	2	34	34	NUM
ap-5194	414	3	]	]	X
ap-5194	414	4	g.-q	g.-q	PROPN
ap-5194	414	5	.	.	PUNCT
ap-5194	415	1	zeng	zeng	PROPN
ap-5194	415	2	,	,	PUNCT
ap-5194	415	3	j.	j.	PROPN
ap-5194	415	4	chen	chen	PROPN
ap-5194	415	5	,	,	PUNCT
ap-5194	415	6	l.-m	l.-m	PROPN
ap-5194	415	7	.	.	PUNCT
ap-5194	416	1	li	li	PROPN
ap-5194	416	2	,	,	PUNCT
ap-5194	416	3	et	et	PROPN
ap-5194	416	4	al	al	PROPN
ap-5194	416	5	.	.	PUNCT
ap-5194	417	1	an	an	DET
ap-5194	417	2	improved	improved	ADJ
ap-5194	417	3	multi	multi	ADJ
ap-5194	417	4	-	-	ADJ
ap-5194	417	5	objective	objective	ADJ
ap-5194	417	6	population	population	NOUN
ap-5194	417	7	-	-	PUNCT
ap-5194	417	8	based	base	VERB
ap-5194	417	9	extremal	extremal	ADJ
ap-5194	417	10	optimization	optimization	NOUN
ap-5194	417	11	algorithm	algorithm	NOUN
ap-5194	417	12	with	with	ADP
ap-5194	417	13	polynomial	polynomial	ADJ
ap-5194	417	14	mutation	mutation	NOUN
ap-5194	417	15	.	.	PUNCT
ap-5194	418	1	information	information	NOUN
ap-5194	418	2	sciences	sciences	PROPN
ap-5194	418	3	330:49–73	330:49–73	PROPN
ap-5194	418	4	,	,	PUNCT
ap-5194	418	5	2016	2016	NUM
ap-5194	418	6	.	.	PUNCT
ap-5194	419	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	419	2	/	/	SYM
ap-5194	419	3	j.ins.2015.10.010	j.ins.2015.10.010	PROPN
ap-5194	419	4	.	.	PUNCT
ap-5194	420	1	[	[	X
ap-5194	420	2	35	35	NUM
ap-5194	420	3	]	]	X
ap-5194	420	4	c.	c.	PROPN
ap-5194	420	5	a.	a.	PROPN
ap-5194	420	6	c.	c.	PROPN
ap-5194	420	7	coello	coello	PROPN
ap-5194	420	8	,	,	PUNCT
ap-5194	420	9	d.	d.	PROPN
ap-5194	420	10	a.	a.	PROPN
ap-5194	420	11	van	van	PROPN
ap-5194	420	12	veldhuizen	veldhuizen	NOUN
ap-5194	420	13	,	,	PUNCT
ap-5194	420	14	g.	g.	PROPN
ap-5194	420	15	b.	b.	PROPN
ap-5194	420	16	lamont	lamont	PROPN
ap-5194	420	17	.	.	PUNCT
ap-5194	421	1	evolutionary	evolutionary	ADJ
ap-5194	421	2	algorithms	algorithm	NOUN
ap-5194	421	3	for	for	ADP
ap-5194	421	4	solving	solve	VERB
ap-5194	421	5	multi	multi	ADJ
ap-5194	421	6	-	-	ADJ
ap-5194	421	7	objective	objective	ADJ
ap-5194	421	8	problems	problem	NOUN
ap-5194	421	9	.	.	PUNCT
ap-5194	422	1	springer	springer	NOUN
ap-5194	422	2	science	science	PROPN
ap-5194	422	3	&	&	CCONJ
ap-5194	422	4	business	business	NOUN
ap-5194	422	5	media	medium	NOUN
ap-5194	422	6	,	,	PUNCT
ap-5194	422	7	new	new	PROPN
ap-5194	422	8	york	york	PROPN
ap-5194	422	9	,	,	PUNCT
ap-5194	422	10	usa	usa	PROPN
ap-5194	422	11	,	,	PUNCT
ap-5194	422	12	2002	2002	NUM
ap-5194	422	13	.	.	PUNCT
ap-5194	423	1	doi:10.1007/978	doi:10.1007/978	ADJ
ap-5194	423	2	-	-	PUNCT
ap-5194	423	3	1	1	NUM
ap-5194	423	4	-	-	PUNCT
ap-5194	423	5	4757	4757	NUM
ap-5194	423	6	-	-	PUNCT
ap-5194	423	7	5184	5184	NUM
ap-5194	423	8	-	-	SYM
ap-5194	423	9	0	0	NUM
ap-5194	423	10	.	.	PUNCT
ap-5194	424	1	[	[	X
ap-5194	424	2	36	36	NUM
ap-5194	424	3	]	]	PUNCT
ap-5194	424	4	k.	k.	PROPN
ap-5194	425	1	v.	v.	PROPN
ap-5194	425	2	price	price	PROPN
ap-5194	425	3	,	,	PUNCT
ap-5194	425	4	r.	r.	PROPN
ap-5194	425	5	storn	storn	PROPN
ap-5194	425	6	,	,	PUNCT
ap-5194	425	7	j.	j.	PROPN
ap-5194	425	8	lampinen	lampinen	PROPN
ap-5194	425	9	.	.	PUNCT
ap-5194	426	1	differential	differential	ADJ
ap-5194	426	2	evolution	evolution	NOUN
ap-5194	426	3	:	:	PUNCT
ap-5194	426	4	a	a	DET
ap-5194	426	5	practical	practical	ADJ
ap-5194	426	6	approach	approach	NOUN
ap-5194	426	7	to	to	ADP
ap-5194	426	8	global	global	ADJ
ap-5194	426	9	optimization	optimization	NOUN
ap-5194	426	10	.	.	PUNCT
ap-5194	427	1	springer	springer	NOUN
ap-5194	427	2	-	-	PUNCT
ap-5194	427	3	verlag	verlag	PROPN
ap-5194	427	4	berlin	berlin	PROPN
ap-5194	427	5	heidelberg	heidelberg	PROPN
ap-5194	427	6	,	,	PUNCT
ap-5194	427	7	2005	2005	NUM
ap-5194	427	8	.	.	PUNCT
ap-5194	428	1	doi:10.1007/3	doi:10.1007/3	PROPN
ap-5194	428	2	-	-	PUNCT
ap-5194	428	3	540	540	NUM
ap-5194	428	4	-	-	PUNCT
ap-5194	428	5	31306	31306	NUM
ap-5194	428	6	-	-	SYM
ap-5194	428	7	0	0	NUM
ap-5194	428	8	.	.	PUNCT
ap-5194	429	1	[	[	X
ap-5194	429	2	37	37	NUM
ap-5194	429	3	]	]	X
ap-5194	429	4	r.	r.	PROPN
ap-5194	429	5	marler	marler	PROPN
ap-5194	429	6	,	,	PUNCT
ap-5194	429	7	j.	j.	PROPN
ap-5194	429	8	arora	arora	PROPN
ap-5194	429	9	.	.	PUNCT
ap-5194	430	1	the	the	DET
ap-5194	430	2	weighted	weight	VERB
ap-5194	430	3	sum	sum	NOUN
ap-5194	430	4	method	method	NOUN
ap-5194	430	5	for	for	ADP
ap-5194	430	6	multi	multi	ADJ
ap-5194	430	7	-	-	ADJ
ap-5194	430	8	objective	objective	ADJ
ap-5194	430	9	optimization	optimization	NOUN
ap-5194	430	10	:	:	PUNCT
ap-5194	430	11	new	new	ADJ
ap-5194	430	12	insights	insight	NOUN
ap-5194	430	13	.	.	PUNCT
ap-5194	431	1	structural	structural	ADJ
ap-5194	431	2	and	and	CCONJ
ap-5194	431	3	multidisciplinary	multidisciplinary	ADJ
ap-5194	431	4	optimization	optimization	NOUN
ap-5194	431	5	41:853–862	41:853–862	NUM
ap-5194	431	6	,	,	PUNCT
ap-5194	431	7	2010	2010	NUM
ap-5194	431	8	.	.	PUNCT
ap-5194	432	1	doi:10.1007	doi:10.1007	VERB
ap-5194	432	2	/	/	SYM
ap-5194	432	3	s00158	s00158	NOUN
ap-5194	432	4	-	-	PUNCT
ap-5194	432	5	009	009	NUM
ap-5194	432	6	-	-	PUNCT
ap-5194	432	7	0460	0460	NUM
ap-5194	432	8	-	-	SYM
ap-5194	432	9	7	7	NUM
ap-5194	432	10	.	.	PUNCT
ap-5194	433	1	[	[	X
ap-5194	433	2	38	38	NUM
ap-5194	433	3	]	]	PUNCT
ap-5194	433	4	m.	m.	NOUN
ap-5194	433	5	a.	a.	NOUN
ap-5194	433	6	fotouhi	fotouhi	PROPN
ap-5194	433	7	ghazvini	ghazvini	PROPN
ap-5194	433	8	,	,	PUNCT
ap-5194	433	9	p.	p.	PROPN
ap-5194	433	10	faria	faria	PROPN
ap-5194	433	11	,	,	PUNCT
ap-5194	433	12	s.	s.	PROPN
ap-5194	433	13	ramos	ramos	PROPN
ap-5194	433	14	,	,	PUNCT
ap-5194	433	15	et	et	PROPN
ap-5194	433	16	al	al	PROPN
ap-5194	433	17	.	.	PUNCT
ap-5194	433	18	incentive	incentive	NOUN
ap-5194	433	19	-	-	PUNCT
ap-5194	433	20	based	base	VERB
ap-5194	433	21	demand	demand	NOUN
ap-5194	433	22	response	response	NOUN
ap-5194	433	23	programs	program	NOUN
ap-5194	433	24	designed	design	VERB
ap-5194	433	25	by	by	ADP
ap-5194	433	26	asset	asset	NOUN
ap-5194	433	27	-	-	PUNCT
ap-5194	433	28	light	light	ADJ
ap-5194	433	29	retail	retail	ADJ
ap-5194	433	30	electricity	electricity	NOUN
ap-5194	433	31	providers	provider	NOUN
ap-5194	433	32	for	for	ADP
ap-5194	433	33	the	the	DET
ap-5194	433	34	day	day	NOUN
ap-5194	433	35	-	-	PUNCT
ap-5194	433	36	ahead	ahead	NOUN
ap-5194	433	37	market	market	NOUN
ap-5194	433	38	.	.	PUNCT
ap-5194	434	1	energy	energy	NOUN
ap-5194	434	2	82:786–799	82:786–799	PROPN
ap-5194	434	3	,	,	PUNCT
ap-5194	434	4	2015	2015	NUM
ap-5194	434	5	.	.	PUNCT
ap-5194	435	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	435	2	/	/	SYM
ap-5194	435	3	j.energy.2015.01.090	j.energy.2015.01.090	PROPN
ap-5194	435	4	.	.	PUNCT
ap-5194	436	1	[	[	X
ap-5194	436	2	39	39	NUM
ap-5194	436	3	]	]	PUNCT
ap-5194	436	4	r.	r.	PROPN
ap-5194	436	5	storn	storn	PROPN
ap-5194	436	6	,	,	PUNCT
ap-5194	436	7	k.	k.	PROPN
ap-5194	436	8	price	price	PROPN
ap-5194	436	9	.	.	PUNCT
ap-5194	437	1	differential	differential	ADJ
ap-5194	437	2	evolution	evolution	NOUN
ap-5194	437	3	a	a	DET
ap-5194	437	4	simple	simple	ADJ
ap-5194	437	5	and	and	CCONJ
ap-5194	437	6	efficient	efficient	ADJ
ap-5194	437	7	heuristic	heuristic	NOUN
ap-5194	437	8	for	for	ADP
ap-5194	437	9	global	global	ADJ
ap-5194	437	10	optimization	optimization	NOUN
ap-5194	437	11	over	over	ADP
ap-5194	437	12	continuous	continuous	ADJ
ap-5194	437	13	spaces	space	NOUN
ap-5194	437	14	.	.	PUNCT
ap-5194	438	1	journal	journal	NOUN
ap-5194	438	2	of	of	ADP
ap-5194	438	3	global	global	ADJ
ap-5194	438	4	optimization	optimization	NOUN
ap-5194	438	5	11:341–359	11:341–359	PROPN
ap-5194	438	6	,	,	PUNCT
ap-5194	438	7	1997	1997	NUM
ap-5194	438	8	.	.	PUNCT
ap-5194	439	1	doi:10.1023	doi:10.1023	NOUN
ap-5194	439	2	/	/	SYM
ap-5194	440	1	a:1008202821328	a:1008202821328	PROPN
ap-5194	440	2	.	.	PUNCT
ap-5194	441	1	[	[	X
ap-5194	441	2	40	40	NUM
ap-5194	441	3	]	]	PUNCT
ap-5194	441	4	m.	m.	PROPN
ap-5194	441	5	ali	ali	PROPN
ap-5194	441	6	,	,	PUNCT
ap-5194	441	7	n.	n.	PROPN
ap-5194	441	8	awad	awad	PROPN
ap-5194	441	9	,	,	PUNCT
ap-5194	441	10	p.	p.	NOUN
ap-5194	441	11	suganthan	suganthan	PROPN
ap-5194	441	12	.	.	PUNCT
ap-5194	442	1	multi	multi	ADJ
ap-5194	442	2	-	-	ADJ
ap-5194	442	3	population	population	ADJ
ap-5194	442	4	differential	differential	ADJ
ap-5194	442	5	evolution	evolution	NOUN
ap-5194	442	6	with	with	ADP
ap-5194	442	7	balanced	balanced	ADJ
ap-5194	442	8	ensemble	ensemble	ADJ
ap-5194	442	9	of	of	ADP
ap-5194	442	10	mutation	mutation	NOUN
ap-5194	442	11	strategies	strategy	NOUN
ap-5194	442	12	for	for	ADP
ap-5194	442	13	large	large	ADJ
ap-5194	442	14	-	-	PUNCT
ap-5194	442	15	scale	scale	NOUN
ap-5194	442	16	global	global	ADJ
ap-5194	442	17	optimization	optimization	NOUN
ap-5194	442	18	.	.	PUNCT
ap-5194	443	1	applied	apply	VERB
ap-5194	443	2	soft	soft	ADJ
ap-5194	443	3	computing	compute	VERB
ap-5194	443	4	33:304–327	33:304–327	PROPN
ap-5194	443	5	,	,	PUNCT
ap-5194	443	6	2015	2015	NUM
ap-5194	443	7	.	.	PUNCT
ap-5194	444	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	444	2	/	/	SYM
ap-5194	444	3	j.asoc.2015.04.019	j.asoc.2015.04.019	PROPN
ap-5194	444	4	.	.	PUNCT
ap-5194	445	1	[	[	X
ap-5194	445	2	41	41	NUM
ap-5194	445	3	]	]	X
ap-5194	445	4	c.	c.	NOUN
ap-5194	445	5	roque	roque	PROPN
ap-5194	445	6	,	,	PUNCT
ap-5194	445	7	p.	p.	NOUN
ap-5194	445	8	martins	martin	NOUN
ap-5194	445	9	.	.	PUNCT
ap-5194	446	1	differential	differential	ADJ
ap-5194	446	2	evolution	evolution	NOUN
ap-5194	446	3	for	for	ADP
ap-5194	446	4	optimization	optimization	NOUN
ap-5194	446	5	of	of	ADP
ap-5194	446	6	functionally	functionally	ADV
ap-5194	446	7	graded	grade	VERB
ap-5194	446	8	beams	beam	NOUN
ap-5194	446	9	.	.	PUNCT
ap-5194	447	1	composite	composite	ADJ
ap-5194	447	2	structures	structure	NOUN
ap-5194	447	3	133:1191–1197	133:1191–1197	NUM
ap-5194	447	4	,	,	PUNCT
ap-5194	447	5	2015	2015	NUM
ap-5194	447	6	.	.	PUNCT
ap-5194	448	1	doi:10.1016	doi:10.1016	PROPN
ap-5194	448	2	/	/	SYM
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ap-5194	448	4	.	.	PUNCT
ap-5194	449	1	258	258	NUM
ap-5194	449	2	http://dx.doi.org/10.1016/j.adhoc.2015.11.002	http://dx.doi.org/10.1016/j.adhoc.2015.11.002	NOUN
ap-5194	449	3	http://dx.doi.org/10.1016/j.pmcj.2015.05.001	http://dx.doi.org/10.1016/j.pmcj.2015.05.001	PROPN
ap-5194	449	4	http://dx.doi.org/10.1109/mwc.2013.6590059	http://dx.doi.org/10.1109/mwc.2013.6590059	PROPN
ap-5194	449	5	http://dx.doi.org/10.1016/j.jnca.2016.05.012	http://dx.doi.org/10.1016/j.jnca.2016.05.012	PROPN
ap-5194	449	6	http://dx.doi.org/10.1016/j.adhoc.2018.11.007	http://dx.doi.org/10.1016/j.adhoc.2018.11.007	PROPN
ap-5194	449	7	http://dx.doi.org/10.1002/wcm.486	http://dx.doi.org/10.1002/wcm.486	VERB
ap-5194	449	8	http://dx.doi.org/10.1007/s11036-008-0079-8	http://dx.doi.org/10.1007/s11036-008-0079-8	PUNCT
ap-5194	449	9	http://dx.doi.org/10.1109/atc.2011.6027441	http://dx.doi.org/10.1109/atc.2011.6027441	VERB
ap-5194	450	1	http://dx.doi.org/10.1109/iccsn.2011.6013553	http://dx.doi.org/10.1109/iccsn.2011.6013553	NOUN
ap-5194	450	2	http://dx.doi.org/10.1007/s11277-011-0225-7	http://dx.doi.org/10.1007/s11277-011-0225-7	NUM
ap-5194	450	3	http://dx.doi.org/10.1002/wcm.633	http://dx.doi.org/10.1002/wcm.633	X
ap-5194	450	4	http://dx.doi.org/10.1007/s12243-013-0417-0	http://dx.doi.org/10.1007/s12243-013-0417-0	NOUN
ap-5194	450	5	http://dx.doi.org/10.1109/tii.2012.2218253	http://dx.doi.org/10.1109/tii.2012.2218253	CCONJ
ap-5194	450	6	http://dx.doi.org/10.1016/j.enbuild.2014.12.028	http://dx.doi.org/10.1016/j.enbuild.2014.12.028	PROPN
ap-5194	450	7	http://dx.doi.org/10.1016/j.adhoc.2014.09.006	http://dx.doi.org/10.1016/j.adhoc.2014.09.006	PROPN
ap-5194	450	8	http://dx.doi.org/10.1002/wcm.2443	http://dx.doi.org/10.1002/wcm.2443	PROPN
ap-5194	450	9	http://dx.doi.org/10.1016/j.adhoc.2014.01.010	http://dx.doi.org/10.1016/j.adhoc.2014.01.010	PROPN
ap-5194	450	10	http://dx.doi.org/10.1016/j.ins.2015.10.010	http://dx.doi.org/10.1016/j.ins.2015.10.010	PROPN
ap-5194	450	11	http://dx.doi.org/10.1007/978-1-4757-5184-0	http://dx.doi.org/10.1007/978-1-4757-5184-0	PROPN
ap-5194	451	1	http://dx.doi.org/10.1007/3-540-31306-0	http://dx.doi.org/10.1007/3-540-31306-0	PROPN
ap-5194	451	2	http://dx.doi.org/10.1007/s00158-009-0460-7	http://dx.doi.org/10.1007/s00158-009-0460-7	PROPN
ap-5194	452	1	http://dx.doi.org/10.1016/j.energy.2015.01.090	http://dx.doi.org/10.1016/j.energy.2015.01.090	PROPN
ap-5194	452	2	http://dx.doi.org/10.1023/a:1008202821328	http://dx.doi.org/10.1023/a:1008202821328	PROPN
ap-5194	452	3	http://dx.doi.org/10.1016/j.asoc.2015.04.019	http://dx.doi.org/10.1016/j.asoc.2015.04.019	VERB
ap-5194	452	4	http://dx.doi.org/10.1016/j.compstruct.2015.08.041	http://dx.doi.org/10.1016/j.compstruct.2015.08.041	DET
ap-5194	452	5	vol	vol	NOUN
ap-5194	452	6	.	.	PUNCT
ap-5194	453	1	59	59	NUM
ap-5194	453	2	no	no	NOUN
ap-5194	453	3	.	.	PUNCT
ap-5194	454	1	3/2019	3/2019	NUM
ap-5194	454	2	dynamic	dynamic	ADJ
ap-5194	454	3	smart	smart	ADJ
ap-5194	454	4	grid	grid	NOUN
ap-5194	454	5	communication	communication	NOUN
ap-5194	454	6	parameters	parameter	NOUN
ap-5194	454	7	.	.	PUNCT
ap-5194	454	8	.	.	PUNCT
ap-5194	454	9	.	.	PUNCT
ap-5194	455	1	[	[	X
ap-5194	455	2	42	42	NUM
ap-5194	455	3	]	]	PUNCT
ap-5194	455	4	a.	a.	PROPN
ap-5194	455	5	k.	k.	PROPN
ap-5194	455	6	qin	qin	PROPN
ap-5194	455	7	,	,	PUNCT
ap-5194	455	8	v.	v.	PROPN
ap-5194	455	9	l.	l.	PROPN
ap-5194	455	10	huang	huang	PROPN
ap-5194	455	11	,	,	PUNCT
ap-5194	455	12	p.	p.	PROPN
ap-5194	455	13	n.	n.	PROPN
ap-5194	455	14	suganthan	suganthan	PROPN
ap-5194	455	15	.	.	PUNCT
ap-5194	456	1	differential	differential	ADJ
ap-5194	456	2	evolution	evolution	NOUN
ap-5194	456	3	algorithm	algorithm	NOUN
ap-5194	456	4	with	with	ADP
ap-5194	456	5	strategy	strategy	NOUN
ap-5194	456	6	adaptation	adaptation	NOUN
ap-5194	456	7	for	for	ADP
ap-5194	456	8	global	global	ADJ
ap-5194	456	9	numerical	numerical	PROPN
ap-5194	456	10	optimization	optimization	PROPN
ap-5194	456	11	.	.	PUNCT
ap-5194	457	1	ieee	ieee	NOUN
ap-5194	457	2	transactions	transaction	NOUN
ap-5194	457	3	on	on	ADP
ap-5194	457	4	evolutionary	evolutionary	ADJ
ap-5194	457	5	computation	computation	NOUN
ap-5194	457	6	13:398–417	13:398–417	NUM
ap-5194	457	7	,	,	PUNCT
ap-5194	457	8	2009	2009	NUM
ap-5194	457	9	.	.	PUNCT
ap-5194	458	1	doi:10.1109	doi:10.1109	VERB
ap-5194	458	2	/	/	SYM
ap-5194	458	3	tevc.2008.927706	tevc.2008.927706	PROPN
ap-5194	458	4	.	.	PUNCT
ap-5194	459	1	[	[	X
ap-5194	459	2	43	43	NUM
ap-5194	459	3	]	]	PUNCT
ap-5194	459	4	v.	v.	ADP
ap-5194	459	5	feoktistov	feoktistov	PROPN
ap-5194	459	6	.	.	PUNCT
ap-5194	460	1	differential	differential	ADJ
ap-5194	460	2	evolution	evolution	NOUN
ap-5194	460	3	in	in	ADP
ap-5194	460	4	search	search	NOUN
ap-5194	460	5	of	of	ADP
ap-5194	460	6	solutions	solution	NOUN
ap-5194	460	7	5	5	NUM
ap-5194	460	8	,	,	PUNCT
ap-5194	460	9	2006	2006	NUM
ap-5194	460	10	.	.	PUNCT
ap-5194	461	1	doi:10.1007/978	doi:10.1007/978	X
ap-5194	461	2	-	-	PUNCT
ap-5194	461	3	0	0	NUM
ap-5194	461	4	-	-	PUNCT
ap-5194	461	5	387	387	NUM
ap-5194	461	6	-	-	PUNCT
ap-5194	461	7	36896	36896	NUM
ap-5194	461	8	-	-	SYM
ap-5194	461	9	2	2	NUM
ap-5194	461	10	.	.	PUNCT
ap-5194	461	11	259	259	NUM
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ap-5194	461	13	http://dx.doi.org/10.1007/978-0-387-36896-2	http://dx.doi.org/10.1007/978-0-387-36896-2	NOUN
ap-5194	461	14	acta	acta	VERB
ap-5194	461	15	polytechnica	polytechnica	PROPN
ap-5194	461	16	59(3):248–259	59(3):248–259	NUM
ap-5194	461	17	,	,	PUNCT
ap-5194	461	18	2019	2019	NUM
ap-5194	461	19	1	1	NUM
ap-5194	461	20	introduction	introduction	NOUN
ap-5194	461	21	1.1	1.1	NUM
ap-5194	461	22	study	study	NOUN
ap-5194	461	23	contributions	contribution	NOUN
ap-5194	461	24	2	2	NUM
ap-5194	461	25	cognitive	cognitive	ADJ
ap-5194	461	26	radio	radio	NOUN
ap-5194	461	27	parameters	parameter	NOUN
ap-5194	461	28	3	3	NUM
ap-5194	461	29	objective	objective	ADJ
ap-5194	461	30	function	function	NOUN
ap-5194	461	31	4	4	NUM
ap-5194	461	32	multi	multi	ADJ
ap-5194	461	33	-	-	ADJ
ap-5194	461	34	objective	objective	ADJ
ap-5194	461	35	optimization	optimization	NOUN
ap-5194	461	36	5	5	NUM
ap-5194	461	37	differential	differential	NOUN
ap-5194	461	38	evolution	evolution	NOUN
ap-5194	461	39	5.1	5.1	NUM
ap-5194	461	40	initialization	initialization	NOUN
ap-5194	461	41	5.2	5.2	NUM
ap-5194	461	42	mutation	mutation	NOUN
ap-5194	461	43	5.3	5.3	NUM
ap-5194	461	44	crossover	crossover	ADP
ap-5194	461	45	5.4	5.4	NUM
ap-5194	461	46	selection	selection	NOUN
ap-5194	461	47	6	6	NUM
ap-5194	461	48	proposed	propose	VERB
ap-5194	461	49	mode	mode	NOUN
ap-5194	461	50	-	-	PUNCT
ap-5194	461	51	based	base	VERB
ap-5194	461	52	crde	crde	NOUN
ap-5194	461	53	of	of	ADP
ap-5194	461	54	wireless	wireless	ADJ
ap-5194	461	55	han	han	PROPN
ap-5194	461	56	6.1	6.1	NUM
ap-5194	461	57	simulation	simulation	NOUN
ap-5194	461	58	results	result	VERB
ap-5194	461	59	6.2	6.2	NUM
ap-5194	461	60	performance	performance	NOUN
ap-5194	461	61	comparison	comparison	NOUN
ap-5194	461	62	6.3	6.3	NUM
ap-5194	461	63	discussion	discussion	NOUN
ap-5194	461	64	7	7	NUM
ap-5194	461	65	conclusion	conclusion	NOUN
ap-5194	461	66	acknowledgements	acknowledgement	NOUN
ap-5194	461	67	references	reference	NOUN