id	sid	tid	token	lemma	pos
ap-694	1	1	ap05_3.vp	ap05_3.vp	NOUN
ap-694	1	2	1	1	NUM
ap-694	1	3	introduction	introduction	NOUN
ap-694	1	4	in	in	ADP
ap-694	1	5	engineering	engineering	NOUN
ap-694	1	6	design	design	NOUN
ap-694	1	7	a	a	DET
ap-694	1	8	designer	designer	NOUN
ap-694	1	9	needs	need	VERB
ap-694	1	10	to	to	PART
ap-694	1	11	satisfy	satisfy	VERB
ap-694	1	12	a	a	DET
ap-694	1	13	set	set	NOUN
ap-694	1	14	of	of	ADP
ap-694	1	15	functional	functional	ADJ
ap-694	1	16	requirements	requirement	NOUN
ap-694	1	17	within	within	ADP
ap-694	1	18	a	a	DET
ap-694	1	19	given	give	VERB
ap-694	1	20	set	set	NOUN
ap-694	1	21	of	of	ADP
ap-694	1	22	constraints	constraint	NOUN
ap-694	1	23	.	.	PUNCT
ap-694	2	1	however	however	ADV
ap-694	2	2	,	,	PUNCT
ap-694	2	3	a	a	DET
ap-694	2	4	good	good	ADJ
ap-694	2	5	engineering	engineering	NOUN
ap-694	2	6	design	design	NOUN
ap-694	2	7	is	be	AUX
ap-694	2	8	one	one	NUM
ap-694	2	9	that	that	PRON
ap-694	2	10	goes	go	VERB
ap-694	2	11	beyond	beyond	ADP
ap-694	2	12	merely	merely	ADV
ap-694	2	13	satisfying	satisfy	VERB
ap-694	2	14	these	these	DET
ap-694	2	15	requirements	requirement	NOUN
ap-694	2	16	within	within	ADP
ap-694	2	17	constraints	constraint	NOUN
ap-694	2	18	but	but	CCONJ
ap-694	2	19	achieves	achieve	VERB
ap-694	2	20	a	a	DET
ap-694	2	21	certain	certain	ADJ
ap-694	2	22	level	level	NOUN
ap-694	2	23	of	of	ADP
ap-694	2	24	excellence	excellence	NOUN
ap-694	2	25	in	in	ADP
ap-694	2	26	some	some	DET
ap-694	2	27	quantifiable	quantifiable	ADJ
ap-694	2	28	or	or	CCONJ
ap-694	2	29	unquantifiable	unquantifiable	ADJ
ap-694	2	30	manner	manner	NOUN
ap-694	2	31	.	.	PUNCT
ap-694	3	1	put	put	VERB
ap-694	3	2	in	in	ADP
ap-694	3	3	another	another	DET
ap-694	3	4	way	way	NOUN
ap-694	3	5	,	,	PUNCT
ap-694	3	6	designers	designer	NOUN
ap-694	3	7	seek	seek	VERB
ap-694	3	8	to	to	PART
ap-694	3	9	optimise	optimise	VERB
ap-694	3	10	designs	design	NOUN
ap-694	3	11	during	during	ADP
ap-694	3	12	the	the	DET
ap-694	3	13	design	design	NOUN
ap-694	3	14	process	process	NOUN
ap-694	3	15	.	.	PUNCT
ap-694	4	1	design	design	NOUN
ap-694	4	2	optimisation	optimisation	NOUN
ap-694	4	3	often	often	ADV
ap-694	4	4	involves	involve	VERB
ap-694	4	5	conflicting	conflicting	ADJ
ap-694	4	6	multiple	multiple	ADJ
ap-694	4	7	objectives	objective	NOUN
ap-694	4	8	or	or	CCONJ
ap-694	4	9	criteria	criterion	NOUN
ap-694	4	10	which	which	PRON
ap-694	4	11	can	can	AUX
ap-694	4	12	be	be	AUX
ap-694	4	13	regarded	regard	VERB
ap-694	4	14	as	as	ADP
ap-694	4	15	a	a	DET
ap-694	4	16	form	form	NOUN
ap-694	4	17	of	of	ADP
ap-694	4	18	multiple	multiple	ADJ
ap-694	4	19	criteria	criterion	NOUN
ap-694	4	20	decision	decision	NOUN
ap-694	4	21	making	make	VERB
ap-694	4	22	[	[	X
ap-694	4	23	1	1	NUM
ap-694	4	24	]	]	PUNCT
ap-694	4	25	.	.	PUNCT
ap-694	5	1	multiple	multiple	ADJ
ap-694	5	2	criteria	criterion	NOUN
ap-694	5	3	decision	decision	NOUN
ap-694	5	4	making	making	NOUN
ap-694	5	5	(	(	PUNCT
ap-694	5	6	mcdm	mcdm	ADJ
ap-694	5	7	)	)	PUNCT
ap-694	5	8	can	can	AUX
ap-694	5	9	broadly	broadly	ADV
ap-694	5	10	be	be	AUX
ap-694	5	11	classified	classify	VERB
ap-694	5	12	as	as	ADP
ap-694	5	13	:	:	PUNCT
ap-694	5	14	�	�	PROPN
ap-694	5	15	synthesising	synthesise	VERB
ap-694	5	16	a	a	DET
ap-694	5	17	set	set	NOUN
ap-694	5	18	of	of	ADP
ap-694	5	19	competing	compete	VERB
ap-694	5	20	design	design	NOUN
ap-694	5	21	alternatives	alternative	NOUN
ap-694	5	22	.	.	PUNCT
ap-694	6	1	�	�	PROPN
ap-694	6	2	selecting	select	VERB
ap-694	6	3	the	the	DET
ap-694	6	4	most	most	ADV
ap-694	6	5	preferred	preferred	ADJ
ap-694	6	6	design(s	design(s	NOUN
ap-694	6	7	)	)	PUNCT
ap-694	6	8	from	from	ADP
ap-694	6	9	a	a	DET
ap-694	6	10	set	set	NOUN
ap-694	6	11	of	of	ADP
ap-694	6	12	competing	compete	VERB
ap-694	6	13	design	design	NOUN
ap-694	6	14	alternatives	alternative	NOUN
ap-694	6	15	.	.	PUNCT
ap-694	7	1	the	the	DET
ap-694	7	2	search	search	NOUN
ap-694	7	3	for	for	ADP
ap-694	7	4	optimum	optimum	ADJ
ap-694	7	5	design	design	NOUN
ap-694	7	6	solutions	solution	NOUN
ap-694	7	7	involving	involve	VERB
ap-694	7	8	multiple	multiple	ADJ
ap-694	7	9	objectives	objective	NOUN
ap-694	7	10	during	during	ADP
ap-694	7	11	the	the	DET
ap-694	7	12	synthesis	synthesis	NOUN
ap-694	7	13	process	process	NOUN
ap-694	7	14	usually	usually	ADV
ap-694	7	15	results	result	VERB
ap-694	7	16	in	in	ADP
ap-694	7	17	non	non	ADJ
ap-694	7	18	-	-	ADJ
ap-694	7	19	dominated	dominated	ADJ
ap-694	7	20	or	or	CCONJ
ap-694	7	21	efficient	efficient	ADJ
ap-694	7	22	solutions	solution	NOUN
ap-694	7	23	.	.	PUNCT
ap-694	8	1	the	the	DET
ap-694	8	2	search	search	NOUN
ap-694	8	3	for	for	ADP
ap-694	8	4	an	an	DET
ap-694	8	5	efficient	efficient	ADJ
ap-694	8	6	solution	solution	NOUN
ap-694	8	7	begins	begin	VERB
ap-694	8	8	in	in	ADP
ap-694	8	9	the	the	DET
ap-694	8	10	feasible	feasible	ADJ
ap-694	8	11	solution	solution	NOUN
ap-694	8	12	space	space	NOUN
ap-694	8	13	and	and	CCONJ
ap-694	8	14	a	a	DET
ap-694	8	15	bi	bi	ADJ
ap-694	8	16	-	-	ADJ
ap-694	8	17	objective	objective	ADJ
ap-694	8	18	solution	solution	NOUN
ap-694	8	19	design	design	NOUN
ap-694	8	20	optimisation	optimisation	NOUN
ap-694	8	21	solution	solution	NOUN
ap-694	8	22	is	be	AUX
ap-694	8	23	shown	show	VERB
ap-694	8	24	in	in	ADP
ap-694	8	25	fig	fig	NOUN
ap-694	8	26	.	.	PUNCT
ap-694	9	1	1	1	X
ap-694	9	2	.	.	X
ap-694	9	3	criterion	criterion	NOUN
ap-694	9	4	1	1	NUM
ap-694	9	5	and	and	CCONJ
ap-694	9	6	criterion	criterion	NOUN
ap-694	9	7	2	2	NUM
ap-694	9	8	are	be	AUX
ap-694	9	9	to	to	PART
ap-694	9	10	be	be	AUX
ap-694	9	11	maximised	maximise	VERB
ap-694	9	12	,	,	PUNCT
ap-694	9	13	and	and	CCONJ
ap-694	9	14	points	point	VERB
ap-694	9	15	a	a	PRON
ap-694	9	16	and	and	CCONJ
ap-694	9	17	b	b	NOUN
ap-694	9	18	are	be	AUX
ap-694	9	19	the	the	DET
ap-694	9	20	optimum	optimum	ADJ
ap-694	9	21	design	design	NOUN
ap-694	9	22	solutions	solution	NOUN
ap-694	9	23	if	if	SCONJ
ap-694	9	24	criterion	criterion	NOUN
ap-694	9	25	1	1	NUM
ap-694	9	26	and	and	CCONJ
ap-694	9	27	2	2	NUM
ap-694	9	28	are	be	AUX
ap-694	9	29	optimised	optimise	VERB
ap-694	9	30	as	as	ADP
ap-694	9	31	two	two	NUM
ap-694	9	32	single	single	ADJ
ap-694	9	33	objective	objective	ADJ
ap-694	9	34	optimisation	optimisation	NOUN
ap-694	9	35	problems	problem	NOUN
ap-694	9	36	.	.	PUNCT
ap-694	10	1	the	the	DET
ap-694	10	2	unattainable	unattainable	ADJ
ap-694	10	3	ideal	ideal	ADJ
ap-694	10	4	solution	solution	NOUN
ap-694	10	5	is	be	AUX
ap-694	10	6	represented	represent	VERB
ap-694	10	7	by	by	ADP
ap-694	10	8	point	point	NOUN
ap-694	10	9	“	"	PUNCT
ap-694	10	10	o	o	NOUN
ap-694	10	11	”	"	PUNCT
ap-694	10	12	in	in	ADP
ap-694	10	13	fig	fig	NOUN
ap-694	10	14	.	.	PUNCT
ap-694	11	1	1	1	X
ap-694	11	2	.	.	X
ap-694	12	1	it	it	PRON
ap-694	12	2	is	be	AUX
ap-694	12	3	clear	clear	ADJ
ap-694	12	4	,	,	PUNCT
ap-694	12	5	from	from	ADP
ap-694	12	6	fig	fig	NOUN
ap-694	12	7	.	.	PUNCT
ap-694	13	1	1	1	NUM
ap-694	13	2	,	,	PUNCT
ap-694	13	3	that	that	SCONJ
ap-694	13	4	all	all	DET
ap-694	13	5	the	the	DET
ap-694	13	6	design	design	NOUN
ap-694	13	7	solutions	solution	NOUN
ap-694	13	8	in	in	ADP
ap-694	13	9	the	the	DET
ap-694	13	10	shaded	shaded	ADJ
ap-694	13	11	region	region	NOUN
ap-694	13	12	dominate	dominate	VERB
ap-694	13	13	solution	solution	NOUN
ap-694	13	14	“	"	PUNCT
ap-694	13	15	x	x	NOUN
ap-694	13	16	”	"	PUNCT
ap-694	13	17	.	.	PUNCT
ap-694	14	1	if	if	SCONJ
ap-694	14	2	a	a	DET
ap-694	14	3	solution	solution	NOUN
ap-694	14	4	on	on	ADP
ap-694	14	5	the	the	DET
ap-694	14	6	pareto	pareto	ADJ
ap-694	14	7	surface	surface	NOUN
ap-694	14	8	is	be	AUX
ap-694	14	9	found	find	VERB
ap-694	14	10	,	,	PUNCT
ap-694	14	11	then	then	ADV
ap-694	14	12	it	it	PRON
ap-694	14	13	is	be	AUX
ap-694	14	14	usually	usually	ADV
ap-694	14	15	sensible	sensible	ADJ
ap-694	14	16	to	to	PART
ap-694	14	17	take	take	VERB
ap-694	14	18	it	it	PRON
ap-694	14	19	to	to	PART
ap-694	14	20	represent	represent	VERB
ap-694	14	21	the	the	DET
ap-694	14	22	“	"	PUNCT
ap-694	14	23	best	good	ADJ
ap-694	14	24	solution	solution	NOUN
ap-694	14	25	”	"	PUNCT
ap-694	14	26	in	in	ADP
ap-694	14	27	that	that	SCONJ
ap-694	14	28	no	no	DET
ap-694	14	29	improvements	improvement	NOUN
ap-694	14	30	can	can	AUX
ap-694	14	31	be	be	AUX
ap-694	14	32	made	make	VERB
ap-694	14	33	on	on	ADP
ap-694	14	34	either	either	DET
ap-694	14	35	criterion	criterion	NOUN
ap-694	14	36	without	without	ADP
ap-694	14	37	sacrificing	sacrifice	VERB
ap-694	14	38	the	the	DET
ap-694	14	39	performance	performance	NOUN
ap-694	14	40	of	of	ADP
ap-694	14	41	the	the	DET
ap-694	14	42	other	other	ADJ
ap-694	14	43	criterion	criterion	NOUN
ap-694	14	44	.	.	PUNCT
ap-694	15	1	this	this	DET
ap-694	15	2	realistic	realistic	ADJ
ap-694	15	3	approach	approach	NOUN
ap-694	15	4	of	of	ADP
ap-694	15	5	incorporating	incorporate	VERB
ap-694	15	6	conflicting	conflicting	ADJ
ap-694	15	7	objectives	objective	NOUN
ap-694	15	8	in	in	ADP
ap-694	15	9	a	a	DET
ap-694	15	10	optimisation	optimisation	NOUN
ap-694	15	11	framework	framework	NOUN
ap-694	15	12	finds	find	VERB
ap-694	15	13	readily	readily	ADV
ap-694	15	14	available	available	ADJ
ap-694	15	15	applications	application	NOUN
ap-694	15	16	in	in	ADP
ap-694	15	17	various	various	ADJ
ap-694	15	18	fields	field	NOUN
ap-694	15	19	of	of	ADP
ap-694	15	20	engineering	engineering	NOUN
ap-694	15	21	design	design	NOUN
ap-694	15	22	:	:	PUNCT
ap-694	15	23	for	for	ADP
ap-694	15	24	example	example	NOUN
ap-694	15	25	safety	safety	NOUN
ap-694	15	26	design	design	NOUN
ap-694	15	27	[	[	X
ap-694	15	28	2	2	NUM
ap-694	15	29	]	]	PUNCT
ap-694	15	30	and	and	CCONJ
ap-694	15	31	finite	finite	ADJ
ap-694	15	32	element	element	NOUN
ap-694	15	33	analysis	analysis	NOUN
ap-694	15	34	during	during	ADP
ap-694	15	35	design	design	NOUN
ap-694	15	36	[	[	X
ap-694	15	37	3	3	NUM
ap-694	15	38	]	]	PUNCT
ap-694	15	39	.	.	PUNCT
ap-694	16	1	various	various	ADJ
ap-694	16	2	methods	method	NOUN
ap-694	16	3	have	have	AUX
ap-694	16	4	been	be	AUX
ap-694	16	5	developed	develop	VERB
ap-694	16	6	that	that	PRON
ap-694	16	7	allow	allow	VERB
ap-694	16	8	one	one	PRON
ap-694	16	9	to	to	PART
ap-694	16	10	search	search	VERB
ap-694	16	11	for	for	ADP
ap-694	16	12	solutions	solution	NOUN
ap-694	16	13	on	on	ADP
ap-694	16	14	the	the	DET
ap-694	16	15	pareto	pareto	ADJ
ap-694	16	16	surface	surface	NOUN
ap-694	16	17	two	two	NUM
ap-694	16	18	such	such	ADJ
ap-694	16	19	methods	method	NOUN
ap-694	16	20	are	be	AUX
ap-694	16	21	the	the	DET
ap-694	16	22	interactive	interactive	ADJ
ap-694	16	23	step	step	NOUN
ap-694	16	24	trade	trade	NOUN
ap-694	16	25	-	-	PUNCT
ap-694	16	26	off	off	ADP
ap-694	16	27	method	method	NOUN
ap-694	16	28	and	and	CCONJ
ap-694	16	29	the	the	DET
ap-694	16	30	multiple	multiple	ADJ
ap-694	16	31	objective	objective	ADJ
ap-694	16	32	genetic	genetic	ADJ
ap-694	16	33	algorithm	algorithm	NOUN
ap-694	16	34	[	[	X
ap-694	16	35	1	1	NUM
ap-694	16	36	,	,	PUNCT
ap-694	16	37	4	4	NUM
ap-694	16	38	]	]	PUNCT
ap-694	16	39	.	.	PUNCT
ap-694	17	1	the	the	DET
ap-694	17	2	selection	selection	NOUN
ap-694	17	3	of	of	ADP
ap-694	17	4	the	the	DET
ap-694	17	5	most	most	ADV
ap-694	17	6	preferred	preferred	ADJ
ap-694	17	7	design	design	NOUN
ap-694	17	8	solution(s	solution(s	NOUN
ap-694	17	9	)	)	PUNCT
ap-694	17	10	from	from	ADP
ap-694	17	11	a	a	DET
ap-694	17	12	set	set	NOUN
ap-694	17	13	of	of	ADP
ap-694	17	14	efficient	efficient	ADJ
ap-694	17	15	design	design	NOUN
ap-694	17	16	solutions	solution	NOUN
ap-694	17	17	is	be	AUX
ap-694	17	18	a	a	DET
ap-694	17	19	subjective	subjective	ADJ
ap-694	17	20	matter	matter	NOUN
ap-694	17	21	and	and	CCONJ
ap-694	17	22	depends	depend	VERB
ap-694	17	23	on	on	ADP
ap-694	17	24	the	the	DET
ap-694	17	25	decision	decision	NOUN
ap-694	17	26	maker	maker	NOUN
ap-694	17	27	’s	’s	PART
ap-694	17	28	preference	preference	NOUN
ap-694	17	29	.	.	PUNCT
ap-694	18	1	in	in	ADP
ap-694	18	2	general	general	ADJ
ap-694	18	3	,	,	PUNCT
ap-694	18	4	given	give	VERB
ap-694	18	5	a	a	DET
ap-694	18	6	set	set	NOUN
ap-694	18	7	of	of	ADP
ap-694	18	8	design	design	NOUN
ap-694	18	9	alternatives	alternative	NOUN
ap-694	18	10	,	,	PUNCT
ap-694	18	11	the	the	DET
ap-694	18	12	decision	decision	NOUN
ap-694	18	13	maker	maker	NOUN
ap-694	18	14	then	then	ADV
ap-694	18	15	analyses	analyse	VERB
ap-694	18	16	the	the	DET
ap-694	18	17	merits	merit	NOUN
ap-694	18	18	of	of	ADP
ap-694	18	19	the	the	DET
ap-694	18	20	various	various	ADJ
ap-694	18	21	attributes	attribute	NOUN
ap-694	18	22	(	(	PUNCT
ap-694	18	23	e.g.	e.g.	ADV
ap-694	18	24	cost	cost	NOUN
ap-694	18	25	,	,	PUNCT
ap-694	18	26	performance	performance	NOUN
ap-694	18	27	,	,	PUNCT
ap-694	18	28	and	and	CCONJ
ap-694	18	29	appearance	appearance	NOUN
ap-694	18	30	)	)	PUNCT
ap-694	18	31	on	on	ADP
ap-694	18	32	the	the	DET
ap-694	18	33	basis	basis	NOUN
ap-694	18	34	of	of	ADP
ap-694	18	35	preference	preference	NOUN
ap-694	18	36	structure	structure	NOUN
ap-694	18	37	before	before	ADP
ap-694	18	38	ranking	rank	VERB
ap-694	18	39	or	or	CCONJ
ap-694	18	40	selecting	select	VERB
ap-694	18	41	the	the	DET
ap-694	18	42	most	most	ADV
ap-694	18	43	preferred	prefer	VERB
ap-694	18	44	design	design	NOUN
ap-694	18	45	alternative(s	alternative(s	NOUN
ap-694	18	46	)	)	PUNCT
ap-694	18	47	.	.	PUNCT
ap-694	19	1	again	again	ADV
ap-694	19	2	,	,	PUNCT
ap-694	19	3	various	various	ADJ
ap-694	19	4	methods	method	NOUN
ap-694	19	5	have	have	AUX
ap-694	19	6	been	be	AUX
ap-694	19	7	developed	develop	VERB
ap-694	19	8	to	to	PART
ap-694	19	9	allow	allow	VERB
ap-694	19	10	one	one	PRON
ap-694	19	11	to	to	PART
ap-694	19	12	rank	rank	VERB
ap-694	19	13	and	and	CCONJ
ap-694	19	14	select	select	VERB
ap-694	19	15	the	the	DET
ap-694	19	16	most	most	ADV
ap-694	19	17	preferred	preferred	ADJ
ap-694	19	18	design	design	NOUN
ap-694	19	19	alternatives	alternative	NOUN
ap-694	19	20	from	from	ADP
ap-694	19	21	a	a	DET
ap-694	19	22	given	give	VERB
ap-694	19	23	set	set	NOUN
ap-694	19	24	of	of	ADP
ap-694	19	25	alternatives	alternative	NOUN
ap-694	19	26	and	and	CCONJ
ap-694	19	27	articulation	articulation	NOUN
ap-694	19	28	of	of	ADP
ap-694	19	29	the	the	DET
ap-694	19	30	designer	designer	NOUN
ap-694	19	31	’s	’s	PART
ap-694	19	32	preferences	preference	NOUN
ap-694	19	33	[	[	X
ap-694	19	34	5	5	NUM
ap-694	19	35	,	,	PUNCT
ap-694	19	36	6	6	NUM
ap-694	19	37	,	,	PUNCT
ap-694	19	38	7	7	NUM
ap-694	19	39	]	]	PUNCT
ap-694	19	40	.	.	PUNCT
ap-694	20	1	2	2	NUM
ap-694	20	2	preference	preference	NOUN
ap-694	20	3	structure	structure	NOUN
ap-694	20	4	in	in	ADP
ap-694	20	5	mcdm	mcdm	ADJ
ap-694	20	6	,	,	PUNCT
ap-694	20	7	it	it	PRON
ap-694	20	8	is	be	AUX
ap-694	20	9	a	a	DET
ap-694	20	10	difficult	difficult	ADJ
ap-694	20	11	task	task	NOUN
ap-694	20	12	to	to	PART
ap-694	20	13	elicit	elicit	VERB
ap-694	20	14	a	a	DET
ap-694	20	15	designer	designer	NOUN
ap-694	20	16	’s	’s	PART
ap-694	20	17	or	or	CCONJ
ap-694	20	18	decision	decision	NOUN
ap-694	20	19	maker	maker	NOUN
ap-694	20	20	’s	’s	PART
ap-694	20	21	preference	preference	NOUN
ap-694	20	22	structure	structure	NOUN
ap-694	20	23	.	.	PUNCT
ap-694	21	1	the	the	DET
ap-694	21	2	preference	preference	NOUN
ap-694	21	3	structure	structure	NOUN
ap-694	21	4	of	of	ADP
ap-694	21	5	the	the	DET
ap-694	21	6	designer	designer	NOUN
ap-694	21	7	or	or	CCONJ
ap-694	21	8	decision	decision	NOUN
ap-694	21	9	maker	maker	NOUN
ap-694	21	10	is	be	AUX
ap-694	21	11	usually	usually	ADV
ap-694	21	12	expressed	express	VERB
ap-694	21	13	through	through	ADP
ap-694	21	14	weights	weight	NOUN
ap-694	21	15	or	or	CCONJ
ap-694	21	16	utility	utility	NOUN
ap-694	21	17	functions	function	NOUN
ap-694	21	18	.	.	PUNCT
ap-694	22	1	the	the	DET
ap-694	22	2	preference	preference	NOUN
ap-694	22	3	structure	structure	NOUN
ap-694	22	4	may	may	AUX
ap-694	22	5	be	be	AUX
ap-694	22	6	elicited	elicit	VERB
ap-694	22	7	in	in	ADP
ap-694	22	8	terms	term	NOUN
ap-694	22	9	of	of	ADP
ap-694	22	10	pairwise	pairwise	NOUN
ap-694	22	11	comparison	comparison	NOUN
ap-694	22	12	of	of	ADP
ap-694	22	13	attributes	attribute	NOUN
ap-694	22	14	(	(	PUNCT
ap-694	22	15	or	or	CCONJ
ap-694	22	16	crite	crite	NOUN
ap-694	22	17	©	©	PROPN
ap-694	22	18	czech	czech	PROPN
ap-694	22	19	technical	technical	PROPN
ap-694	22	20	university	university	PROPN
ap-694	22	21	publishing	publishing	NOUN
ap-694	22	22	house	house	NOUN
ap-694	22	23	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-694	22	24	5	5	NUM
ap-694	22	25	czech	czech	PROPN
ap-694	22	26	technical	technical	PROPN
ap-694	22	27	university	university	PROPN
ap-694	22	28	in	in	ADP
ap-694	22	29	prague	prague	PROPN
ap-694	22	30	acta	acta	PROPN
ap-694	22	31	polytechnica	polytechnica	PROPN
ap-694	22	32	vol	vol	NOUN
ap-694	22	33	.	.	PROPN
ap-694	23	1	45	45	NUM
ap-694	23	2	no	no	NOUN
ap-694	23	3	.	.	PUNCT
ap-694	24	1	3/2005	3/2005	NUM
ap-694	24	2	elicitation	elicitation	NOUN
ap-694	24	3	of	of	ADP
ap-694	24	4	preference	preference	NOUN
ap-694	24	5	structure	structure	NOUN
ap-694	24	6	in	in	ADP
ap-694	24	7	engineering	engineering	NOUN
ap-694	24	8	design	design	NOUN
ap-694	24	9	j.	j.	PROPN
ap-694	24	10	k.	k.	PROPN
ap-694	24	11	tan	tan	PROPN
ap-694	24	12	engineering	engineering	NOUN
ap-694	24	13	design	design	NOUN
ap-694	24	14	processes	process	NOUN
ap-694	24	15	,	,	PUNCT
ap-694	24	16	which	which	PRON
ap-694	24	17	inherently	inherently	ADV
ap-694	24	18	involve	involve	VERB
ap-694	24	19	multiple	multiple	ADJ
ap-694	24	20	,	,	PUNCT
ap-694	24	21	often	often	ADV
ap-694	24	22	conflicting	conflicting	ADJ
ap-694	24	23	criteria	criterion	NOUN
ap-694	24	24	,	,	PUNCT
ap-694	24	25	can	can	AUX
ap-694	24	26	be	be	AUX
ap-694	24	27	broadly	broadly	ADV
ap-694	24	28	classified	classify	VERB
ap-694	24	29	into	into	ADP
ap-694	24	30	synthesis	synthesis	NOUN
ap-694	24	31	and	and	CCONJ
ap-694	24	32	analysis	analysis	NOUN
ap-694	24	33	processes	process	NOUN
ap-694	24	34	.	.	PUNCT
ap-694	25	1	multiple	multiple	ADJ
ap-694	25	2	criteria	criterion	NOUN
ap-694	25	3	decision	decision	NOUN
ap-694	25	4	making	make	VERB
ap-694	25	5	addresses	address	NOUN
ap-694	25	6	synthesis	synthesis	VERB
ap-694	25	7	and	and	CCONJ
ap-694	25	8	analysis	analysis	NOUN
ap-694	25	9	processes	process	NOUN
ap-694	25	10	through	through	ADP
ap-694	25	11	multiple	multiple	ADJ
ap-694	25	12	objective	objective	ADJ
ap-694	25	13	optimisation	optimisation	NOUN
ap-694	25	14	to	to	PART
ap-694	25	15	generate	generate	VERB
ap-694	25	16	sets	set	NOUN
ap-694	25	17	of	of	ADP
ap-694	25	18	efficient	efficient	ADJ
ap-694	25	19	design	design	NOUN
ap-694	25	20	solutions	solution	NOUN
ap-694	25	21	(	(	PUNCT
ap-694	25	22	i.e.	i.e.	X
ap-694	25	23	on	on	ADP
ap-694	25	24	pareto	pareto	ADJ
ap-694	25	25	surfaces	surface	NOUN
ap-694	25	26	)	)	PUNCT
ap-694	25	27	and	and	CCONJ
ap-694	25	28	multiple	multiple	ADJ
ap-694	25	29	attribute	attribute	NOUN
ap-694	25	30	decision	decision	NOUN
ap-694	25	31	making	make	VERB
ap-694	25	32	to	to	PART
ap-694	25	33	analyse	analyse	VERB
ap-694	25	34	and	and	CCONJ
ap-694	25	35	select	select	VERB
ap-694	25	36	the	the	DET
ap-694	25	37	most	most	ADV
ap-694	25	38	preferred	prefer	VERB
ap-694	25	39	design	design	NOUN
ap-694	25	40	solution(s	solution(s	NOUN
ap-694	25	41	)	)	PUNCT
ap-694	25	42	.	.	PUNCT
ap-694	26	1	mcdm	mcdm	PROPN
ap-694	26	2	,	,	PUNCT
ap-694	26	3	therefore	therefore	ADV
ap-694	26	4	,	,	PUNCT
ap-694	26	5	has	have	AUX
ap-694	26	6	been	be	AUX
ap-694	26	7	widely	widely	ADV
ap-694	26	8	used	use	VERB
ap-694	26	9	in	in	ADP
ap-694	26	10	all	all	DET
ap-694	26	11	fields	field	NOUN
ap-694	26	12	of	of	ADP
ap-694	26	13	engineering	engineering	NOUN
ap-694	26	14	design	design	NOUN
ap-694	26	15	;	;	PUNCT
ap-694	26	16	for	for	ADP
ap-694	26	17	example	example	NOUN
ap-694	26	18	it	it	PRON
ap-694	26	19	has	have	AUX
ap-694	26	20	been	be	AUX
ap-694	26	21	applied	apply	VERB
ap-694	26	22	to	to	ADP
ap-694	26	23	such	such	ADJ
ap-694	26	24	diverse	diverse	ADJ
ap-694	26	25	areas	area	NOUN
ap-694	26	26	as	as	SCONJ
ap-694	26	27	naval	naval	ADJ
ap-694	26	28	battle	battle	NOUN
ap-694	26	29	ships	ship	NOUN
ap-694	26	30	criteria	criteria	VERB
ap-694	26	31	analysis	analysis	NOUN
ap-694	26	32	/	/	SYM
ap-694	26	33	selection	selection	NOUN
ap-694	26	34	and	and	CCONJ
ap-694	26	35	product	product	NOUN
ap-694	26	36	appearance	appearance	NOUN
ap-694	26	37	design	design	NOUN
ap-694	26	38	.	.	PUNCT
ap-694	27	1	given	give	VERB
ap-694	27	2	a	a	DET
ap-694	27	3	list	list	NOUN
ap-694	27	4	of	of	ADP
ap-694	27	5	design	design	NOUN
ap-694	27	6	alternatives	alternative	NOUN
ap-694	27	7	with	with	ADP
ap-694	27	8	multiple	multiple	ADJ
ap-694	27	9	conflicting	conflicting	ADJ
ap-694	27	10	criteria	criterion	NOUN
ap-694	27	11	,	,	PUNCT
ap-694	27	12	preferences	preference	NOUN
ap-694	27	13	often	often	ADV
ap-694	27	14	determine	determine	VERB
ap-694	27	15	the	the	DET
ap-694	27	16	final	final	ADJ
ap-694	27	17	selection	selection	NOUN
ap-694	27	18	of	of	ADP
ap-694	27	19	a	a	DET
ap-694	27	20	particular	particular	ADJ
ap-694	27	21	set	set	NOUN
ap-694	27	22	of	of	ADP
ap-694	27	23	design	design	NOUN
ap-694	27	24	alternative(s	alternative(s	PROPN
ap-694	27	25	)	)	PUNCT
ap-694	27	26	.	.	PUNCT
ap-694	28	1	preferences	preference	NOUN
ap-694	28	2	may	may	AUX
ap-694	28	3	also	also	ADV
ap-694	28	4	be	be	AUX
ap-694	28	5	used	use	VERB
ap-694	28	6	to	to	PART
ap-694	28	7	drive	drive	VERB
ap-694	28	8	the	the	DET
ap-694	28	9	design	design	NOUN
ap-694	28	10	/	/	SYM
ap-694	28	11	design	design	NOUN
ap-694	28	12	optimisation	optimisation	NOUN
ap-694	28	13	processes	process	NOUN
ap-694	28	14	.	.	PUNCT
ap-694	29	1	various	various	ADJ
ap-694	29	2	methods	method	NOUN
ap-694	29	3	have	have	AUX
ap-694	29	4	been	be	AUX
ap-694	29	5	proposed	propose	VERB
ap-694	29	6	to	to	PART
ap-694	29	7	model	model	VERB
ap-694	29	8	preference	preference	NOUN
ap-694	29	9	structure	structure	NOUN
ap-694	29	10	,	,	PUNCT
ap-694	29	11	for	for	ADP
ap-694	29	12	example	example	NOUN
ap-694	29	13	simple	simple	ADJ
ap-694	29	14	weights	weight	NOUN
ap-694	29	15	,	,	PUNCT
ap-694	29	16	multiple	multiple	ADJ
ap-694	29	17	attribute	attribute	NOUN
ap-694	29	18	utility	utility	NOUN
ap-694	29	19	theory	theory	NOUN
ap-694	29	20	,	,	PUNCT
ap-694	29	21	pairwise	pairwise	PROPN
ap-694	29	22	comparison	comparison	NOUN
ap-694	29	23	,	,	PUNCT
ap-694	29	24	etc	etc	X
ap-694	29	25	.	.	X
ap-694	29	26	preference	preference	NOUN
ap-694	29	27	structure	structure	NOUN
ap-694	29	28	is	be	AUX
ap-694	29	29	often	often	ADV
ap-694	29	30	non	non	ADJ
ap-694	29	31	-	-	ADJ
ap-694	29	32	linear	linear	ADJ
ap-694	29	33	,	,	PUNCT
ap-694	29	34	discontinuous	discontinuous	ADJ
ap-694	29	35	and	and	CCONJ
ap-694	29	36	complex	complex	ADJ
ap-694	29	37	.	.	PUNCT
ap-694	30	1	an	an	DET
ap-694	30	2	artificial	artificial	ADJ
ap-694	30	3	neural	neural	ADJ
ap-694	30	4	network	network	NOUN
ap-694	30	5	(	(	PUNCT
ap-694	30	6	ann	ann	PROPN
ap-694	30	7	)	)	PUNCT
ap-694	30	8	learning	learning	NOUN
ap-694	30	9	-	-	PUNCT
ap-694	30	10	based	base	VERB
ap-694	30	11	preference	preference	NOUN
ap-694	30	12	elicitation	elicitation	NOUN
ap-694	30	13	method	method	NOUN
ap-694	30	14	is	be	AUX
ap-694	30	15	presented	present	VERB
ap-694	30	16	in	in	ADP
ap-694	30	17	this	this	DET
ap-694	30	18	paper	paper	NOUN
ap-694	30	19	.	.	PUNCT
ap-694	31	1	anns	anns	PROPN
ap-694	31	2	efficiently	efficiently	ADV
ap-694	31	3	model	model	VERB
ap-694	31	4	the	the	DET
ap-694	31	5	non	non	ADJ
ap-694	31	6	-	-	ADJ
ap-694	31	7	linearity	linearity	ADJ
ap-694	31	8	,	,	PUNCT
ap-694	31	9	complexity	complexity	NOUN
ap-694	31	10	and	and	CCONJ
ap-694	31	11	discontinuity	discontinuity	NOUN
ap-694	31	12	nature	nature	NOUN
ap-694	31	13	of	of	ADP
ap-694	31	14	any	any	DET
ap-694	31	15	given	give	VERB
ap-694	31	16	preference	preference	NOUN
ap-694	31	17	structure	structure	NOUN
ap-694	31	18	.	.	PUNCT
ap-694	32	1	a	a	DET
ap-694	32	2	case	case	NOUN
ap-694	32	3	study	study	NOUN
ap-694	32	4	is	be	AUX
ap-694	32	5	presented	present	VERB
ap-694	32	6	to	to	PART
ap-694	32	7	illustrate	illustrate	VERB
ap-694	32	8	the	the	DET
ap-694	32	9	learning	learning	NOUN
ap-694	32	10	-	-	PUNCT
ap-694	32	11	based	base	VERB
ap-694	32	12	approach	approach	NOUN
ap-694	32	13	to	to	ADP
ap-694	32	14	preference	preference	NOUN
ap-694	32	15	structure	structure	NOUN
ap-694	32	16	elicitation	elicitation	NOUN
ap-694	32	17	.	.	PUNCT
ap-694	33	1	keywords	keyword	NOUN
ap-694	33	2	:	:	PUNCT
ap-694	33	3	engineering	engineering	NOUN
ap-694	33	4	design	design	NOUN
ap-694	33	5	,	,	PUNCT
ap-694	33	6	multiple	multiple	ADJ
ap-694	33	7	criteria	criterion	NOUN
ap-694	33	8	decision	decision	NOUN
ap-694	33	9	making	making	NOUN
ap-694	33	10	,	,	PUNCT
ap-694	33	11	preference	preference	NOUN
ap-694	33	12	structure	structure	NOUN
ap-694	33	13	.	.	PUNCT
ap-694	34	1	feasible	feasible	ADJ
ap-694	34	2	region	region	NOUN
ap-694	34	3	infeasible	infeasible	PROPN
ap-694	34	4	region	region	NOUN
ap-694	34	5	pareto	pareto	PROPN
ap-694	34	6	surface	surface	NOUN
ap-694	34	7	fig	fig	NOUN
ap-694	34	8	.	.	PUNCT
ap-694	35	1	1	1	NUM
ap-694	35	2	:	:	PUNCT
ap-694	35	3	solution	solution	NOUN
ap-694	35	4	space	space	NOUN
ap-694	35	5	of	of	ADP
ap-694	35	6	a	a	DET
ap-694	35	7	bi	bi	ADJ
ap-694	35	8	-	-	ADJ
ap-694	35	9	objective	objective	ADJ
ap-694	35	10	design	design	NOUN
ap-694	35	11	optimisation	optimisation	NOUN
ap-694	35	12	problem	problem	NOUN
ap-694	35	13	ria	ria	PROPN
ap-694	35	14	)	)	PUNCT
ap-694	35	15	,	,	PUNCT
ap-694	35	16	ranking	rank	VERB
ap-694	35	17	of	of	ADP
ap-694	35	18	all	all	DET
ap-694	35	19	attributes	attribute	NOUN
ap-694	35	20	,	,	PUNCT
ap-694	35	21	ranking	ranking	NOUN
ap-694	35	22	of	of	ADP
ap-694	35	23	a	a	DET
ap-694	35	24	sub	sub	NOUN
ap-694	35	25	-	-	ADJ
ap-694	35	26	set	set	ADJ
ap-694	35	27	of	of	ADP
ap-694	35	28	alternatives	alternative	NOUN
ap-694	35	29	with	with	ADP
ap-694	35	30	respect	respect	NOUN
ap-694	35	31	to	to	ADP
ap-694	35	32	all	all	DET
ap-694	35	33	attributes	attribute	NOUN
ap-694	35	34	,	,	PUNCT
ap-694	35	35	and	and	CCONJ
ap-694	35	36	the	the	DET
ap-694	35	37	definition	definition	NOUN
ap-694	35	38	of	of	ADP
ap-694	35	39	ideal	ideal	ADJ
ap-694	35	40	and	and	CCONJ
ap-694	35	41	negative	negative	ADJ
ap-694	35	42	ideal	ideal	ADJ
ap-694	35	43	solutions	solution	NOUN
ap-694	35	44	.	.	PUNCT
ap-694	36	1	given	give	VERB
ap-694	36	2	the	the	DET
ap-694	36	3	fact	fact	NOUN
ap-694	36	4	that	that	SCONJ
ap-694	36	5	the	the	DET
ap-694	36	6	decision	decision	NOUN
ap-694	36	7	maker	maker	NOUN
ap-694	36	8	may	may	AUX
ap-694	36	9	not	not	PART
ap-694	36	10	be	be	AUX
ap-694	36	11	able	able	ADJ
ap-694	36	12	to	to	PART
ap-694	36	13	articulate	articulate	VERB
ap-694	36	14	the	the	DET
ap-694	36	15	preference	preference	NOUN
ap-694	36	16	structure	structure	NOUN
ap-694	36	17	through	through	ADP
ap-694	36	18	the	the	DET
ap-694	36	19	comparison	comparison	NOUN
ap-694	36	20	of	of	ADP
ap-694	36	21	pairs	pair	NOUN
ap-694	36	22	of	of	ADP
ap-694	36	23	attributes	attribute	NOUN
ap-694	36	24	and/or	and/or	CCONJ
ap-694	36	25	solutions	solution	NOUN
ap-694	36	26	,	,	PUNCT
ap-694	36	27	and	and	CCONJ
ap-694	36	28	that	that	DET
ap-694	36	29	comparison	comparison	NOUN
ap-694	36	30	of	of	ADP
ap-694	36	31	pairs	pair	NOUN
ap-694	36	32	of	of	ADP
ap-694	36	33	attributes	attribute	NOUN
ap-694	36	34	may	may	AUX
ap-694	36	35	not	not	PART
ap-694	36	36	be	be	AUX
ap-694	36	37	adequate	adequate	ADJ
ap-694	36	38	to	to	PART
ap-694	36	39	capture	capture	VERB
ap-694	36	40	the	the	DET
ap-694	36	41	interactions	interaction	NOUN
ap-694	36	42	between	between	ADP
ap-694	36	43	the	the	DET
ap-694	36	44	attributes	attribute	NOUN
ap-694	36	45	of	of	ADP
ap-694	36	46	a	a	DET
ap-694	36	47	decision	decision	NOUN
ap-694	36	48	making	making	NOUN
ap-694	36	49	problem	problem	NOUN
ap-694	36	50	,	,	PUNCT
ap-694	36	51	the	the	DET
ap-694	36	52	results	result	NOUN
ap-694	36	53	of	of	ADP
ap-694	36	54	preference	preference	NOUN
ap-694	36	55	elicitation	elicitation	NOUN
ap-694	36	56	may	may	AUX
ap-694	36	57	not	not	PART
ap-694	36	58	be	be	AUX
ap-694	36	59	well	well	ADV
ap-694	36	60	-	-	PUNCT
ap-694	36	61	agreed	agree	VERB
ap-694	36	62	by	by	ADP
ap-694	36	63	the	the	DET
ap-694	36	64	decision	decision	NOUN
ap-694	36	65	maker	maker	NOUN
ap-694	36	66	.	.	PUNCT
ap-694	37	1	in	in	ADP
ap-694	37	2	general	general	ADJ
ap-694	37	3	,	,	PUNCT
ap-694	37	4	the	the	PRON
ap-694	37	5	greater	great	ADJ
ap-694	37	6	the	the	DET
ap-694	37	7	volume	volume	NOUN
ap-694	37	8	of	of	ADP
ap-694	37	9	preference	preference	NOUN
ap-694	37	10	information	information	NOUN
ap-694	37	11	that	that	PRON
ap-694	37	12	is	be	AUX
ap-694	37	13	provided	provide	VERB
ap-694	37	14	,	,	PUNCT
ap-694	37	15	the	the	DET
ap-694	37	16	higher	high	ADJ
ap-694	37	17	is	be	AUX
ap-694	37	18	the	the	DET
ap-694	37	19	accuracy	accuracy	NOUN
ap-694	37	20	of	of	ADP
ap-694	37	21	the	the	DET
ap-694	37	22	weights	weight	NOUN
ap-694	37	23	or	or	CCONJ
ap-694	37	24	utility	utility	NOUN
ap-694	37	25	function	function	NOUN
ap-694	37	26	obtained	obtain	VERB
ap-694	37	27	,	,	PUNCT
ap-694	37	28	accompanied	accompany	VERB
ap-694	37	29	by	by	ADP
ap-694	37	30	a	a	DET
ap-694	37	31	higher	high	ADJ
ap-694	37	32	risk	risk	NOUN
ap-694	37	33	if	if	SCONJ
ap-694	37	34	inconsistencies	inconsistency	NOUN
ap-694	37	35	in	in	ADP
ap-694	37	36	judgement	judgement	NOUN
ap-694	37	37	are	be	AUX
ap-694	37	38	manifested	manifest	VERB
ap-694	37	39	during	during	ADP
ap-694	37	40	the	the	DET
ap-694	37	41	elicitation	elicitation	NOUN
ap-694	37	42	process	process	NOUN
ap-694	37	43	.	.	PUNCT
ap-694	38	1	attempts	attempt	NOUN
ap-694	38	2	are	be	AUX
ap-694	38	3	being	be	AUX
ap-694	38	4	made	make	VERB
ap-694	38	5	to	to	PART
ap-694	38	6	take	take	VERB
ap-694	38	7	the	the	DET
ap-694	38	8	complexity	complexity	NOUN
ap-694	38	9	of	of	ADP
ap-694	38	10	preference	preference	NOUN
ap-694	38	11	elicitation	elicitation	NOUN
ap-694	38	12	into	into	ADP
ap-694	38	13	account	account	NOUN
ap-694	38	14	in	in	ADP
ap-694	38	15	mcdm	mcdm	PROPN
ap-694	38	16	.	.	PUNCT
ap-694	39	1	one	one	NUM
ap-694	39	2	such	such	ADJ
ap-694	39	3	example	example	NOUN
ap-694	39	4	involves	involve	VERB
ap-694	39	5	the	the	DET
ap-694	39	6	use	use	NOUN
ap-694	39	7	of	of	ADP
ap-694	39	8	artificial	artificial	ADJ
ap-694	39	9	neural	neural	ADJ
ap-694	39	10	networks	network	NOUN
ap-694	39	11	and	and	CCONJ
ap-694	39	12	fuzzy	fuzzy	ADJ
ap-694	39	13	set	set	NOUN
ap-694	39	14	theory	theory	NOUN
ap-694	39	15	to	to	PART
ap-694	39	16	model	model	NOUN
ap-694	39	17	preference	preference	NOUN
ap-694	39	18	relations	relation	NOUN
ap-694	39	19	for	for	ADP
ap-694	39	20	mcdm	mcdm	ADJ
ap-694	40	1	[	[	X
ap-694	40	2	8	8	NUM
ap-694	40	3	]	]	PUNCT
ap-694	40	4	.	.	PUNCT
ap-694	41	1	artificial	artificial	ADJ
ap-694	41	2	neural	neural	ADJ
ap-694	41	3	networks	network	NOUN
ap-694	41	4	(	(	PUNCT
ap-694	41	5	anns	anns	PROPN
ap-694	41	6	)	)	PUNCT
ap-694	41	7	have	have	AUX
ap-694	41	8	been	be	AUX
ap-694	41	9	used	use	VERB
ap-694	41	10	in	in	ADP
ap-694	41	11	a	a	DET
ap-694	41	12	large	large	ADJ
ap-694	41	13	range	range	NOUN
ap-694	41	14	of	of	ADP
ap-694	41	15	applications	application	NOUN
ap-694	41	16	in	in	ADP
ap-694	41	17	many	many	ADJ
ap-694	41	18	fields	field	NOUN
ap-694	41	19	[	[	X
ap-694	41	20	9	9	NUM
ap-694	41	21	]	]	PUNCT
ap-694	41	22	.	.	PUNCT
ap-694	42	1	anns	anns	PROPN
ap-694	42	2	are	be	AUX
ap-694	42	3	particularly	particularly	ADV
ap-694	42	4	good	good	ADJ
ap-694	42	5	at	at	ADP
ap-694	42	6	recognising	recognise	VERB
ap-694	42	7	complex	complex	ADJ
ap-694	42	8	patterns	pattern	NOUN
ap-694	42	9	and	and	CCONJ
ap-694	42	10	images	image	NOUN
ap-694	42	11	when	when	SCONJ
ap-694	42	12	they	they	PRON
ap-694	42	13	are	be	AUX
ap-694	42	14	appropriately	appropriately	ADV
ap-694	42	15	set	set	VERB
ap-694	42	16	up	up	ADP
ap-694	42	17	and	and	CCONJ
ap-694	42	18	trained	train	VERB
ap-694	42	19	.	.	PUNCT
ap-694	43	1	one	one	NUM
ap-694	43	2	such	such	ADJ
ap-694	43	3	example	example	NOUN
ap-694	43	4	involved	involve	VERB
ap-694	43	5	the	the	DET
ap-694	43	6	use	use	NOUN
ap-694	43	7	of	of	ADP
ap-694	43	8	ann	ann	PROPN
ap-694	43	9	to	to	PART
ap-694	43	10	map	map	VERB
ap-694	43	11	the	the	DET
ap-694	43	12	complex	complex	ADJ
ap-694	43	13	response	response	NOUN
ap-694	43	14	surface	surface	NOUN
ap-694	43	15	of	of	ADP
ap-694	43	16	hydrodynamic	hydrodynamic	ADJ
ap-694	43	17	performance	performance	NOUN
ap-694	43	18	[	[	X
ap-694	43	19	10	10	NUM
ap-694	43	20	]	]	PUNCT
ap-694	43	21	.	.	PUNCT
ap-694	44	1	for	for	ADP
ap-694	44	2	the	the	DET
ap-694	44	3	difficult	difficult	ADJ
ap-694	44	4	task	task	NOUN
ap-694	44	5	of	of	ADP
ap-694	44	6	eliciting	elicit	VERB
ap-694	44	7	a	a	DET
ap-694	44	8	decision	decision	NOUN
ap-694	44	9	maker	maker	NOUN
ap-694	44	10	’s	’s	PART
ap-694	44	11	preference	preference	NOUN
ap-694	44	12	,	,	PUNCT
ap-694	44	13	a	a	DET
ap-694	44	14	learning	learning	NOUN
ap-694	44	15	-	-	PUNCT
ap-694	44	16	based	base	VERB
ap-694	44	17	approach	approach	NOUN
ap-694	44	18	using	use	VERB
ap-694	44	19	ann	ann	PROPN
ap-694	44	20	is	be	AUX
ap-694	44	21	proposed	propose	VERB
ap-694	44	22	in	in	ADP
ap-694	44	23	this	this	DET
ap-694	44	24	paper	paper	NOUN
ap-694	44	25	to	to	PART
ap-694	44	26	capture	capture	VERB
ap-694	44	27	the	the	DET
ap-694	44	28	designer	designer	NOUN
ap-694	44	29	’s	’s	PART
ap-694	44	30	or	or	CCONJ
ap-694	44	31	decision	decision	NOUN
ap-694	44	32	maker	maker	NOUN
ap-694	44	33	’s	’s	PART
ap-694	44	34	preference	preference	NOUN
ap-694	44	35	structure	structure	NOUN
ap-694	44	36	.	.	PUNCT
ap-694	45	1	the	the	DET
ap-694	45	2	proposed	propose	VERB
ap-694	45	3	learning	learning	NOUN
ap-694	45	4	-	-	PUNCT
ap-694	45	5	based	base	VERB
ap-694	45	6	approach	approach	NOUN
ap-694	45	7	is	be	AUX
ap-694	45	8	an	an	DET
ap-694	45	9	iterative	iterative	NOUN
ap-694	45	10	one	one	NOUN
ap-694	45	11	that	that	PRON
ap-694	45	12	allows	allow	VERB
ap-694	45	13	the	the	DET
ap-694	45	14	designer	designer	NOUN
ap-694	45	15	or	or	CCONJ
ap-694	45	16	decision	decision	NOUN
ap-694	45	17	maker	maker	NOUN
ap-694	45	18	to	to	AUX
ap-694	45	19	state	state	VERB
ap-694	45	20	and	and	CCONJ
ap-694	45	21	refine	refine	VERB
ap-694	45	22	his	his	PRON
ap-694	45	23	preference	preference	NOUN
ap-694	45	24	on	on	ADP
ap-694	45	25	a	a	DET
ap-694	45	26	set	set	NOUN
ap-694	45	27	of	of	ADP
ap-694	45	28	competing	compete	VERB
ap-694	45	29	design	design	NOUN
ap-694	45	30	alternatives	alternative	NOUN
ap-694	45	31	.	.	PUNCT
ap-694	46	1	this	this	DET
ap-694	46	2	work	work	NOUN
ap-694	46	3	is	be	AUX
ap-694	46	4	still	still	ADV
ap-694	46	5	in	in	ADP
ap-694	46	6	its	its	PRON
ap-694	46	7	early	early	ADJ
ap-694	46	8	stage	stage	NOUN
ap-694	46	9	and	and	CCONJ
ap-694	46	10	hence	hence	ADV
ap-694	46	11	only	only	ADV
ap-694	46	12	the	the	DET
ap-694	46	13	results	result	NOUN
ap-694	46	14	of	of	ADP
ap-694	46	15	a	a	DET
ap-694	46	16	preliminary	preliminary	ADJ
ap-694	46	17	investigation	investigation	NOUN
ap-694	46	18	are	be	AUX
ap-694	46	19	illustrated	illustrate	VERB
ap-694	46	20	as	as	ADP
ap-694	46	21	a	a	DET
ap-694	46	22	simple	simple	ADJ
ap-694	46	23	case	case	NOUN
ap-694	46	24	study	study	NOUN
ap-694	46	25	example	example	NOUN
ap-694	46	26	.	.	PUNCT
ap-694	47	1	further	further	ADJ
ap-694	47	2	results	result	NOUN
ap-694	47	3	will	will	AUX
ap-694	47	4	be	be	AUX
ap-694	47	5	disseminated	disseminate	VERB
ap-694	47	6	in	in	ADP
ap-694	47	7	due	due	ADJ
ap-694	47	8	course	course	NOUN
ap-694	47	9	as	as	SCONJ
ap-694	47	10	work	work	NOUN
ap-694	47	11	progresses	progress	NOUN
ap-694	47	12	.	.	PUNCT
ap-694	48	1	3	3	NUM
ap-694	48	2	an	an	DET
ap-694	48	3	example	example	NOUN
ap-694	48	4	the	the	DET
ap-694	48	5	preliminary	preliminary	ADJ
ap-694	48	6	investigation	investigation	NOUN
ap-694	48	7	of	of	ADP
ap-694	48	8	this	this	DET
ap-694	48	9	proposed	propose	VERB
ap-694	48	10	learning	learning	NOUN
ap-694	48	11	-	-	PUNCT
ap-694	48	12	based	base	VERB
ap-694	48	13	approach	approach	NOUN
ap-694	48	14	has	have	AUX
ap-694	48	15	been	be	AUX
ap-694	48	16	carried	carry	VERB
ap-694	48	17	out	out	ADP
ap-694	48	18	using	use	VERB
ap-694	48	19	a	a	DET
ap-694	48	20	set	set	NOUN
ap-694	48	21	of	of	ADP
ap-694	48	22	existing	exist	VERB
ap-694	48	23	data	datum	NOUN
ap-694	48	24	on	on	ADP
ap-694	48	25	a	a	DET
ap-694	48	26	catamaran	catamaran	NOUN
ap-694	48	27	design	design	NOUN
ap-694	48	28	problem	problem	NOUN
ap-694	48	29	.	.	PUNCT
ap-694	49	1	the	the	DET
ap-694	49	2	efficient	efficient	ADJ
ap-694	49	3	design	design	NOUN
ap-694	49	4	solutions	solution	NOUN
ap-694	49	5	data	datum	NOUN
ap-694	49	6	for	for	ADP
ap-694	49	7	this	this	DET
ap-694	49	8	catamaran	catamaran	NOUN
ap-694	49	9	design	design	NOUN
ap-694	49	10	problem	problem	NOUN
ap-694	49	11	is	be	AUX
ap-694	49	12	adapted	adapt	VERB
ap-694	49	13	from	from	ADP
ap-694	49	14	the	the	DET
ap-694	49	15	example	example	NOUN
ap-694	49	16	of	of	ADP
ap-694	49	17	[	[	X
ap-694	49	18	1	1	NUM
ap-694	49	19	]	]	PUNCT
ap-694	49	20	,	,	PUNCT
ap-694	49	21	which	which	PRON
ap-694	49	22	uses	use	VERB
ap-694	49	23	a	a	DET
ap-694	49	24	utility	utility	NOUN
ap-694	49	25	function	function	NOUN
ap-694	49	26	to	to	PART
ap-694	49	27	capture	capture	VERB
ap-694	49	28	the	the	DET
ap-694	49	29	preference	preference	NOUN
ap-694	49	30	structure	structure	NOUN
ap-694	49	31	,	,	PUNCT
ap-694	49	32	and	and	CCONJ
ap-694	49	33	the	the	DET
ap-694	49	34	learning	learning	NOUN
ap-694	49	35	-	-	PUNCT
ap-694	49	36	based	base	VERB
ap-694	49	37	approach	approach	NOUN
ap-694	49	38	is	be	AUX
ap-694	49	39	applied	apply	VERB
ap-694	49	40	to	to	PART
ap-694	49	41	illustrate	illustrate	VERB
ap-694	49	42	the	the	DET
ap-694	49	43	decision	decision	NOUN
ap-694	49	44	maker	maker	NOUN
ap-694	49	45	’s	’s	PART
ap-694	49	46	preference	preference	NOUN
ap-694	49	47	.	.	PUNCT
ap-694	50	1	in	in	ADP
ap-694	50	2	this	this	DET
ap-694	50	3	problem	problem	NOUN
ap-694	50	4	,	,	PUNCT
ap-694	50	5	a	a	DET
ap-694	50	6	catamaran	catamaran	NOUN
ap-694	50	7	vessel	vessel	NOUN
ap-694	50	8	is	be	AUX
ap-694	50	9	designed	design	VERB
ap-694	50	10	by	by	ADP
ap-694	50	11	modifying	modify	VERB
ap-694	50	12	a	a	DET
ap-694	50	13	parent	parent	NOUN
ap-694	50	14	catamaran	catamaran	NOUN
ap-694	50	15	hull	hull	NOUN
ap-694	50	16	form	form	NOUN
ap-694	50	17	so	so	SCONJ
ap-694	50	18	as	as	SCONJ
ap-694	50	19	to	to	PART
ap-694	50	20	maximise	maximise	VERB
ap-694	50	21	a	a	DET
ap-694	50	22	number	number	NOUN
ap-694	50	23	of	of	ADP
ap-694	50	24	performance	performance	NOUN
ap-694	50	25	measures	measure	NOUN
ap-694	50	26	.	.	PUNCT
ap-694	51	1	these	these	DET
ap-694	51	2	performance	performance	NOUN
ap-694	51	3	measures	measure	NOUN
ap-694	51	4	(	(	PUNCT
ap-694	51	5	termed	term	VERB
ap-694	51	6	attributes	attribute	NOUN
ap-694	51	7	,	,	PUNCT
ap-694	51	8	objectives	objective	NOUN
ap-694	51	9	or	or	CCONJ
ap-694	51	10	criteria	criterion	NOUN
ap-694	51	11	)	)	PUNCT
ap-694	51	12	are	be	AUX
ap-694	51	13	heave	heave	ADJ
ap-694	51	14	,	,	PUNCT
ap-694	51	15	pitch	pitch	NOUN
ap-694	51	16	,	,	PUNCT
ap-694	51	17	roll	roll	NOUN
ap-694	51	18	and	and	CCONJ
ap-694	51	19	relative	relative	ADJ
ap-694	51	20	bow	bow	NOUN
ap-694	51	21	motion	motion	NOUN
ap-694	51	22	of	of	ADP
ap-694	51	23	the	the	DET
ap-694	51	24	vessel	vessel	NOUN
ap-694	51	25	.	.	PUNCT
ap-694	52	1	to	to	PART
ap-694	52	2	optimise	optimise	VERB
ap-694	52	3	the	the	DET
ap-694	52	4	performance	performance	NOUN
ap-694	52	5	for	for	ADP
ap-694	52	6	robustness	robustness	NOUN
ap-694	52	7	over	over	ADP
ap-694	52	8	a	a	DET
ap-694	52	9	range	range	NOUN
ap-694	52	10	of	of	ADP
ap-694	52	11	wave	wave	NOUN
ap-694	52	12	headings	heading	NOUN
ap-694	52	13	,	,	PUNCT
ap-694	52	14	the	the	DET
ap-694	52	15	signal	signal	NOUN
ap-694	52	16	-	-	PUNCT
ap-694	52	17	to	to	ADP
ap-694	52	18	-	-	PUNCT
ap-694	52	19	noise	noise	NOUN
ap-694	52	20	ratio	ratio	NOUN
ap-694	52	21	is	be	AUX
ap-694	52	22	maximised	maximise	VERB
ap-694	52	23	.	.	PUNCT
ap-694	53	1	the	the	DET
ap-694	53	2	results	result	NOUN
ap-694	53	3	are	be	AUX
ap-694	53	4	shown	show	VERB
ap-694	53	5	in	in	ADP
ap-694	53	6	table	table	NOUN
ap-694	53	7	1	1	NUM
ap-694	53	8	.	.	PUNCT
ap-694	54	1	the	the	DET
ap-694	54	2	non	non	ADJ
ap-694	54	3	-	-	ADJ
ap-694	54	4	dominated	dominate	VERB
ap-694	54	5	optimal	optimal	ADJ
ap-694	54	6	or	or	CCONJ
ap-694	54	7	efficient	efficient	ADJ
ap-694	54	8	solutions	solution	NOUN
ap-694	54	9	on	on	ADP
ap-694	54	10	the	the	DET
ap-694	54	11	pareto	pareto	ADJ
ap-694	54	12	surface	surface	NOUN
ap-694	54	13	are	be	AUX
ap-694	54	14	obtained	obtain	VERB
ap-694	54	15	(	(	PUNCT
ap-694	54	16	see	see	VERB
ap-694	54	17	table	table	NOUN
ap-694	54	18	1	1	NUM
ap-694	54	19	)	)	PUNCT
ap-694	54	20	by	by	ADP
ap-694	54	21	creating	create	VERB
ap-694	54	22	variant	variant	ADJ
ap-694	54	23	designs	design	NOUN
ap-694	54	24	through	through	ADP
ap-694	54	25	a	a	DET
ap-694	54	26	simple	simple	ADJ
ap-694	54	27	perturbation	perturbation	NOUN
ap-694	54	28	of	of	ADP
ap-694	54	29	the	the	DET
ap-694	54	30	three	three	NUM
ap-694	54	31	primary	primary	ADJ
ap-694	54	32	design	design	NOUN
ap-694	54	33	variables	variable	NOUN
ap-694	54	34	,	,	PUNCT
ap-694	54	35	these	these	PRON
ap-694	54	36	being	be	AUX
ap-694	54	37	the	the	DET
ap-694	54	38	length	length	NOUN
ap-694	54	39	(	(	PUNCT
ap-694	54	40	l	l	NOUN
ap-694	54	41	)	)	PUNCT
ap-694	54	42	,	,	PUNCT
ap-694	54	43	the	the	DET
ap-694	54	44	beam	beam	NOUN
ap-694	54	45	over	over	ADP
ap-694	54	46	draft	draft	NOUN
ap-694	54	47	ratio	ratio	NOUN
ap-694	54	48	(	(	PUNCT
ap-694	54	49	b	b	X
ap-694	54	50	/	/	SYM
ap-694	54	51	t	t	PROPN
ap-694	54	52	)	)	PUNCT
ap-694	54	53	and	and	CCONJ
ap-694	54	54	separation	separation	NOUN
ap-694	54	55	of	of	ADP
ap-694	54	56	the	the	DET
ap-694	54	57	demi	demi	NOUN
ap-694	54	58	-	-	PUNCT
ap-694	54	59	hulls	hull	NOUN
ap-694	54	60	6	6	NUM
ap-694	54	61	©	©	PROPN
ap-694	54	62	czech	czech	PROPN
ap-694	54	63	technical	technical	PROPN
ap-694	54	64	university	university	PROPN
ap-694	54	65	publishing	publishing	NOUN
ap-694	54	66	house	house	NOUN
ap-694	54	67	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-694	54	68	acta	acta	PROPN
ap-694	54	69	polytechnica	polytechnica	PROPN
ap-694	54	70	vol	vol	NOUN
ap-694	54	71	.	.	PROPN
ap-694	55	1	45	45	NUM
ap-694	55	2	no	no	NOUN
ap-694	55	3	.	.	PUNCT
ap-694	56	1	3/2005	3/2005	NUM
ap-694	56	2	czech	czech	PROPN
ap-694	56	3	technical	technical	PROPN
ap-694	56	4	university	university	PROPN
ap-694	56	5	in	in	ADP
ap-694	56	6	prague	prague	PROPN
ap-694	56	7	parameters	parameter	NOUN
ap-694	56	8	criteria	criterion	NOUN
ap-694	56	9	�	�	PROPN
ap-694	56	10	l	l	PROPN
ap-694	56	11	%	%	NOUN
ap-694	56	12	�	�	PROPN
ap-694	56	13	b	b	NOUN
ap-694	56	14	/	/	SYM
ap-694	56	15	t	t	PROPN
ap-694	56	16	%	%	NOUN
ap-694	56	17	�	�	PROPN
ap-694	56	18	hs	hs	PROPN
ap-694	56	19	%	%	PROPN
ap-694	56	20	heave(db	heave(db	PROPN
ap-694	56	21	)	)	PUNCT
ap-694	56	22	pitch(db	pitch(db	NOUN
ap-694	56	23	)	)	PUNCT
ap-694	56	24	roll(db	roll(db	PROPN
ap-694	56	25	)	)	PUNCT
ap-694	56	26	rbm(db	rbm(db	NOUN
ap-694	56	27	)	)	PUNCT
ap-694	57	1	1	1	NUM
ap-694	57	2	�	�	PROPN
ap-694	57	3	5.0000	5.0000	NUM
ap-694	57	4	�	�	SYM
ap-694	57	5	10.0000	10.0000	NUM
ap-694	57	6	�	�	NOUN
ap-694	57	7	10.0000	10.0000	NUM
ap-694	57	8	6.9372	6.9372	NUM
ap-694	57	9	15.3381	15.3381	NUM
ap-694	57	10	2.4447	2.4447	NUM
ap-694	57	11	6.3923	6.3923	NUM
ap-694	57	12	2	2	NUM
ap-694	57	13	5.0000	5.0000	NUM
ap-694	57	14	10.0000	10.0000	NUM
ap-694	57	15	10.0000	10.0000	NUM
ap-694	57	16	6.8438	6.8438	NUM
ap-694	57	17	19.1872	19.1872	NUM
ap-694	57	18	2.5865	2.5865	NUM
ap-694	57	19	6.8327	6.8327	NUM
ap-694	57	20	3	3	NUM
ap-694	57	21	0.0000	0.0000	NUM
ap-694	57	22	10.0000	10.0000	NUM
ap-694	57	23	10.0000	10.0000	NUM
ap-694	57	24	6.1819	6.1819	NUM
ap-694	57	25	7.9100	7.9100	NUM
ap-694	57	26	�	�	NOUN
ap-694	57	27	0.3776	0.3776	NUM
ap-694	57	28	8.5016	8.5016	NUM
ap-694	57	29	4	4	NUM
ap-694	57	30	5.0000	5.0000	NUM
ap-694	57	31	5.0000	5.0000	NUM
ap-694	57	32	10.0000	10.0000	NUM
ap-694	57	33	6.9329	6.9329	NUM
ap-694	57	34	16.7476	16.7476	NUM
ap-694	57	35	7.4053	7.4053	NUM
ap-694	57	36	6.4656	6.4656	NUM
ap-694	57	37	5	5	NUM
ap-694	57	38	0.0000	0.0000	NUM
ap-694	57	39	5.0000	5.0000	NUM
ap-694	57	40	10.0000	10.0000	NUM
ap-694	57	41	6.1645	6.1645	NUM
ap-694	57	42	7.8047	7.8047	NUM
ap-694	57	43	5.5222	5.5222	NUM
ap-694	57	44	10.0961	10.0961	NUM
ap-694	57	45	6	6	NUM
ap-694	57	46	10.0000	10.0000	NUM
ap-694	57	47	0.0000	0.0000	NUM
ap-694	57	48	10.0000	10.0000	NUM
ap-694	57	49	6.8808	6.8808	NUM
ap-694	57	50	13.0745	13.0745	NUM
ap-694	57	51	10.8571	10.8571	NUM
ap-694	57	52	5.2839	5.2839	NUM
ap-694	57	53	7	7	NUM
ap-694	57	54	5.0000	5.0000	NUM
ap-694	57	55	0.0000	0.0000	NUM
ap-694	57	56	10.0000	10.0000	NUM
ap-694	57	57	6.9001	6.9001	NUM
ap-694	57	58	11.8422	11.8422	NUM
ap-694	57	59	8.1982	8.1982	NUM
ap-694	57	60	5.0751	5.0751	NUM
ap-694	57	61	8	8	NUM
ap-694	57	62	�	�	PROPN
ap-694	57	63	5.0000	5.0000	NUM
ap-694	57	64	�	�	NOUN
ap-694	57	65	5.0000	5.0000	NUM
ap-694	57	66	0.0000	0.0000	NUM
ap-694	57	67	6.9762	6.9762	NUM
ap-694	57	68	13.4082	13.4082	NUM
ap-694	57	69	5.4809	5.4809	NUM
ap-694	57	70	4.9013	4.9013	NUM
ap-694	57	71	9	9	NUM
ap-694	57	72	�	�	NUM
ap-694	57	73	10.0000	10.0000	NUM
ap-694	57	74	�	�	PROPN
ap-694	57	75	5.0000	5.0000	NUM
ap-694	57	76	0.0000	0.0000	NUM
ap-694	57	77	7.2764	7.2764	NUM
ap-694	57	78	11.1131	11.1131	NUM
ap-694	57	79	4.7353	4.7353	NUM
ap-694	57	80	4.3594	4.3594	NUM
ap-694	57	81	10	10	NUM
ap-694	57	82	0.0000	0.0000	NUM
ap-694	57	83	�	�	PROPN
ap-694	57	84	5.0000	5.0000	NUM
ap-694	57	85	�	�	NOUN
ap-694	57	86	10.0000	10.0000	NUM
ap-694	57	87	6.1508	6.1508	NUM
ap-694	57	88	7.6588	7.6588	NUM
ap-694	57	89	8.3186	8.3186	NUM
ap-694	57	90	9.8139	9.8139	NUM
ap-694	57	91	11	11	NUM
ap-694	57	92	�	�	NOUN
ap-694	57	93	10.0000	10.0000	NUM
ap-694	57	94	�	�	PROPN
ap-694	57	95	5.0000	5.0000	NUM
ap-694	57	96	�	�	NOUN
ap-694	57	97	10.0000	10.0000	NUM
ap-694	57	98	7.2764	7.2764	NUM
ap-694	57	99	11.1131	11.1131	NUM
ap-694	57	100	3.8911	3.8911	NUM
ap-694	57	101	4.9367	4.9367	NUM
ap-694	57	102	12	12	NUM
ap-694	57	103	�	�	PROPN
ap-694	57	104	5.0000	5.0000	NUM
ap-694	57	105	�	�	NOUN
ap-694	57	106	5.0000	5.0000	NUM
ap-694	57	107	�	�	NOUN
ap-694	57	108	10.0000	10.0000	NUM
ap-694	57	109	6.9762	6.9762	NUM
ap-694	57	110	13.4082	13.4082	NUM
ap-694	57	111	4.7291	4.7291	NUM
ap-694	57	112	5.6957	5.6957	NUM
ap-694	57	113	13	13	NUM
ap-694	57	114	�	�	PROPN
ap-694	57	115	10.0000	10.0000	NUM
ap-694	57	116	�	�	NUM
ap-694	57	117	10.0000	10.0000	NUM
ap-694	57	118	�	�	NOUN
ap-694	57	119	10.0000	10.0000	NUM
ap-694	57	120	7.2411	7.2411	NUM
ap-694	57	121	12.9420	12.9420	NUM
ap-694	57	122	3.6884	3.6884	NUM
ap-694	57	123	5.7528	5.7528	NUM
ap-694	57	124	14	14	NUM
ap-694	57	125	10.0000	10.0000	NUM
ap-694	57	126	10.0000	10.0000	NUM
ap-694	57	127	10.0000	10.0000	NUM
ap-694	57	128	6.8514	6.8514	NUM
ap-694	57	129	17.9598	17.9598	NUM
ap-694	57	130	6.9071	6.9071	NUM
ap-694	57	131	6.1825	6.1825	NUM
ap-694	57	132	15	15	NUM
ap-694	57	133	10.0000	10.0000	NUM
ap-694	57	134	5.0000	5.0000	NUM
ap-694	57	135	10.0000	10.0000	NUM
ap-694	57	136	6.8908	6.8908	NUM
ap-694	57	137	15.8289	15.8289	NUM
ap-694	57	138	9.1926	9.1926	NUM
ap-694	57	139	5.9075	5.9075	NUM
ap-694	57	140	16	16	NUM
ap-694	57	141	�	�	PROPN
ap-694	57	142	10.0000	10.0000	NUM
ap-694	57	143	�	�	PROPN
ap-694	57	144	5.0000	5.0000	NUM
ap-694	57	145	10.0000	10.0000	NUM
ap-694	57	146	7.2764	7.2764	NUM
ap-694	57	147	11.1131	11.1131	NUM
ap-694	57	148	5.0582	5.0582	NUM
ap-694	57	149	3.7533	3.7533	NUM
ap-694	57	150	17	17	NUM
ap-694	57	151	10.0000	10.0000	NUM
ap-694	57	152	�	�	PROPN
ap-694	57	153	5.0000	5.0000	NUM
ap-694	57	154	10.0000	10.0000	NUM
ap-694	57	155	6.6281	6.6281	NUM
ap-694	57	156	9.9164	9.9164	NUM
ap-694	57	157	11.4248	11.4248	NUM
ap-694	57	158	3.8082	3.8082	NUM
ap-694	57	159	18	18	NUM
ap-694	57	160	10.0000	10.0000	NUM
ap-694	57	161	�	�	NOUN
ap-694	57	162	10.0000	10.0000	NUM
ap-694	57	163	0.0000	0.0000	NUM
ap-694	58	1	7.2411	7.2411	NUM
ap-694	58	2	12.9420	12.9420	NUM
ap-694	58	3	3.9183	3.9183	NUM
ap-694	58	4	5.2209	5.2209	NUM
ap-694	58	5	table	table	NOUN
ap-694	58	6	1	1	NUM
ap-694	58	7	:	:	PUNCT
ap-694	58	8	efficient	efficient	ADJ
ap-694	58	9	solutions	solution	NOUN
ap-694	58	10	for	for	ADP
ap-694	58	11	the	the	DET
ap-694	58	12	example	example	NOUN
ap-694	58	13	problem	problem	NOUN
ap-694	58	14	(	(	PUNCT
ap-694	58	15	hs	hs	X
ap-694	58	16	)	)	PUNCT
ap-694	58	17	.	.	PUNCT
ap-694	59	1	the	the	DET
ap-694	59	2	design	design	NOUN
ap-694	59	3	variations	variation	NOUN
ap-694	59	4	for	for	ADP
ap-694	59	5	the	the	DET
ap-694	59	6	three	three	NUM
ap-694	59	7	primary	primary	ADJ
ap-694	59	8	variables	variable	NOUN
ap-694	59	9	are	be	AUX
ap-694	59	10	as	as	SCONJ
ap-694	59	11	follows	follow	VERB
ap-694	59	12	:	:	PUNCT
ap-694	59	13	l	l	NOUN
ap-694	59	14	:1	:1	PUNCT
ap-694	59	15	�	�	PROPN
ap-694	59	16	0.1	0.1	NUM
ap-694	59	17	in	in	ADP
ap-694	59	18	steps	step	NOUN
ap-694	59	19	of	of	ADP
ap-694	59	20	0.05	0.05	NUM
ap-694	59	21	(	(	PUNCT
ap-694	59	22	i.e.	i.e.	X
ap-694	59	23	�	�	PROPN
ap-694	59	24	10	10	NUM
ap-694	59	25	%	%	NOUN
ap-694	59	26	variation	variation	NOUN
ap-694	59	27	in	in	ADP
ap-694	59	28	steps	step	NOUN
ap-694	59	29	of	of	ADP
ap-694	59	30	�	�	PROPN
ap-694	59	31	5	5	NUM
ap-694	59	32	%	%	NOUN
ap-694	59	33	)	)	PUNCT
ap-694	59	34	b	b	X
ap-694	59	35	/	/	SYM
ap-694	59	36	t	t	NOUN
ap-694	59	37	:	:	PUNCT
ap-694	59	38	1	1	NUM
ap-694	59	39	�	�	NOUN
ap-694	59	40	0.1	0.1	NUM
ap-694	59	41	in	in	ADP
ap-694	59	42	steps	step	NOUN
ap-694	59	43	of	of	ADP
ap-694	59	44	0.05	0.05	NUM
ap-694	59	45	h	h	NOUN
ap-694	59	46	:	:	PUNCT
ap-694	59	47	1	1	NUM
ap-694	59	48	�	�	NOUN
ap-694	59	49	0.1	0.1	NUM
ap-694	59	50	in	in	ADP
ap-694	59	51	steps	step	NOUN
ap-694	59	52	of	of	ADP
ap-694	59	53	0.05	0.05	NUM
ap-694	59	54	it	it	PRON
ap-694	59	55	is	be	AUX
ap-694	59	56	obvious	obvious	ADJ
ap-694	59	57	from	from	ADP
ap-694	59	58	the	the	DET
ap-694	59	59	data	datum	NOUN
ap-694	59	60	that	that	PRON
ap-694	59	61	it	it	PRON
ap-694	59	62	is	be	AUX
ap-694	59	63	not	not	PART
ap-694	59	64	possible	possible	ADJ
ap-694	59	65	to	to	PART
ap-694	59	66	maximise	maximise	VERB
ap-694	59	67	all	all	DET
ap-694	59	68	four	four	NUM
ap-694	59	69	criteria	criterion	NOUN
ap-694	59	70	simultaneously	simultaneously	ADV
ap-694	59	71	,	,	PUNCT
ap-694	59	72	and	and	CCONJ
ap-694	59	73	a	a	DET
ap-694	59	74	trade	trade	NOUN
ap-694	59	75	-	-	PUNCT
ap-694	59	76	off	off	NOUN
ap-694	59	77	between	between	ADP
ap-694	59	78	the	the	DET
ap-694	59	79	four	four	NUM
ap-694	59	80	criteria	criterion	NOUN
ap-694	59	81	will	will	AUX
ap-694	59	82	be	be	AUX
ap-694	59	83	necessary	necessary	ADJ
ap-694	59	84	.	.	PUNCT
ap-694	60	1	the	the	DET
ap-694	60	2	designer	designer	NOUN
ap-694	60	3	or	or	CCONJ
ap-694	60	4	decision	decision	NOUN
ap-694	60	5	maker	maker	NOUN
ap-694	60	6	needs	need	VERB
ap-694	60	7	to	to	PART
ap-694	60	8	articulate	articulate	VERB
ap-694	60	9	his	his	PRON
ap-694	60	10	preference	preference	NOUN
ap-694	60	11	so	so	SCONJ
ap-694	60	12	as	as	SCONJ
ap-694	60	13	to	to	PART
ap-694	60	14	identify	identify	VERB
ap-694	60	15	the	the	DET
ap-694	60	16	“	"	PUNCT
ap-694	60	17	best	good	ADJ
ap-694	60	18	”	"	PUNCT
ap-694	60	19	design	design	NOUN
ap-694	60	20	.	.	PUNCT
ap-694	61	1	more	more	ADV
ap-694	61	2	importantly	importantly	ADV
ap-694	61	3	,	,	PUNCT
ap-694	61	4	due	due	ADP
ap-694	61	5	to	to	ADP
ap-694	61	6	the	the	DET
ap-694	61	7	nature	nature	NOUN
ap-694	61	8	of	of	ADP
ap-694	61	9	the	the	DET
ap-694	61	10	problem	problem	NOUN
ap-694	61	11	,	,	PUNCT
ap-694	61	12	the	the	DET
ap-694	61	13	18	18	NUM
ap-694	61	14	design	design	NOUN
ap-694	61	15	alternatives	alternative	NOUN
ap-694	61	16	presented	present	VERB
ap-694	61	17	may	may	AUX
ap-694	61	18	not	not	PART
ap-694	61	19	contain	contain	VERB
ap-694	61	20	the	the	DET
ap-694	61	21	most	most	ADV
ap-694	61	22	desirable	desirable	ADJ
ap-694	61	23	features	feature	NOUN
ap-694	61	24	in	in	ADP
ap-694	61	25	accordance	accordance	NOUN
ap-694	61	26	with	with	ADP
ap-694	61	27	the	the	DET
ap-694	61	28	yet	yet	ADV
ap-694	61	29	-	-	PUNCT
ap-694	61	30	to	to	PART
ap-694	61	31	-	-	PUNCT
ap-694	61	32	be	be	AUX
ap-694	61	33	captured	capture	VERB
ap-694	61	34	preference	preference	NOUN
ap-694	61	35	structure	structure	NOUN
ap-694	61	36	.	.	PUNCT
ap-694	62	1	hence	hence	ADV
ap-694	62	2	the	the	DET
ap-694	62	3	preference	preference	NOUN
ap-694	62	4	structure	structure	NOUN
ap-694	62	5	can	can	AUX
ap-694	62	6	be	be	AUX
ap-694	62	7	used	use	VERB
ap-694	62	8	to	to	PART
ap-694	62	9	guide	guide	VERB
ap-694	62	10	a	a	DET
ap-694	62	11	further	further	ADJ
ap-694	62	12	explorative	explorative	ADJ
ap-694	62	13	search	search	NOUN
ap-694	62	14	in	in	ADP
ap-694	62	15	an	an	DET
ap-694	62	16	attempt	attempt	NOUN
ap-694	62	17	to	to	PART
ap-694	62	18	cover	cover	VERB
ap-694	62	19	improved	improved	ADJ
ap-694	62	20	designs	design	NOUN
ap-694	62	21	.	.	PUNCT
ap-694	63	1	to	to	PART
ap-694	63	2	aid	aid	VERB
ap-694	63	3	the	the	DET
ap-694	63	4	decision	decision	NOUN
ap-694	63	5	maker	maker	NOUN
ap-694	63	6	in	in	ADP
ap-694	63	7	the	the	DET
ap-694	63	8	articulation	articulation	NOUN
ap-694	63	9	,	,	PUNCT
ap-694	63	10	an	an	DET
ap-694	63	11	overall	overall	ADJ
ap-694	63	12	scoring	scoring	NOUN
ap-694	63	13	system	system	NOUN
ap-694	63	14	between	between	ADP
ap-694	63	15	0	0	NUM
ap-694	63	16	and	and	CCONJ
ap-694	63	17	1	1	NUM
ap-694	63	18	will	will	AUX
ap-694	63	19	be	be	AUX
ap-694	63	20	used	use	VERB
ap-694	63	21	to	to	PART
ap-694	63	22	rank	rank	VERB
ap-694	63	23	the	the	DET
ap-694	63	24	design	design	NOUN
ap-694	63	25	alternatives	alternative	NOUN
ap-694	63	26	.	.	PUNCT
ap-694	64	1	a	a	DET
ap-694	64	2	feed	feed	NOUN
ap-694	64	3	-	-	PUNCT
ap-694	64	4	forward	forward	NOUN
ap-694	64	5	ann	ann	PROPN
ap-694	64	6	,	,	PUNCT
ap-694	64	7	as	as	SCONJ
ap-694	64	8	shown	show	VERB
ap-694	64	9	in	in	ADP
ap-694	64	10	fig	fig	NOUN
ap-694	64	11	.	.	PUNCT
ap-694	65	1	2	2	NUM
ap-694	65	2	,	,	PUNCT
ap-694	65	3	is	be	AUX
ap-694	65	4	set	set	VERB
ap-694	65	5	up	up	ADP
ap-694	65	6	to	to	PART
ap-694	65	7	map	map	VERB
ap-694	65	8	and	and	CCONJ
ap-694	65	9	capture	capture	VERB
ap-694	65	10	the	the	DET
ap-694	65	11	preference	preference	NOUN
ap-694	65	12	structure	structure	NOUN
ap-694	65	13	.	.	PUNCT
ap-694	66	1	the	the	DET
ap-694	66	2	input	input	NOUN
ap-694	66	3	nodes	nod	VERB
ap-694	66	4	i1	i1	PROPN
ap-694	66	5	–	–	PUNCT
ap-694	66	6	i4	i4	PROPN
ap-694	66	7	are	be	AUX
ap-694	66	8	used	use	VERB
ap-694	66	9	to	to	PART
ap-694	66	10	receive	receive	VERB
ap-694	66	11	the	the	DET
ap-694	66	12	4	4	NUM
ap-694	66	13	performance	performance	NOUN
ap-694	66	14	measures	measure	NOUN
ap-694	66	15	of	of	ADP
ap-694	66	16	heave	heave	ADJ
ap-694	66	17	,	,	PUNCT
ap-694	66	18	pitch	pitch	NOUN
ap-694	66	19	,	,	PUNCT
ap-694	66	20	roll	roll	NOUN
ap-694	66	21	and	and	CCONJ
ap-694	66	22	rbm	rbm	NOUN
ap-694	66	23	,	,	PUNCT
ap-694	66	24	and	and	CCONJ
ap-694	66	25	the	the	DET
ap-694	66	26	output	output	NOUN
ap-694	66	27	node	node	NOUN
ap-694	66	28	o1	o1	PROPN
ap-694	66	29	will	will	AUX
ap-694	66	30	be	be	AUX
ap-694	66	31	used	use	VERB
ap-694	66	32	to	to	PART
ap-694	66	33	receive	receive	VERB
ap-694	66	34	the	the	DET
ap-694	66	35	decision	decision	NOUN
ap-694	66	36	maker	maker	NOUN
ap-694	66	37	’s	’s	PART
ap-694	66	38	overall	overall	ADJ
ap-694	66	39	preference	preference	NOUN
ap-694	66	40	.	.	PUNCT
ap-694	67	1	the	the	DET
ap-694	67	2	learning	learning	NOUN
ap-694	67	3	-	-	PUNCT
ap-694	67	4	based	base	VERB
ap-694	67	5	approach	approach	NOUN
ap-694	67	6	allows	allow	VERB
ap-694	67	7	the	the	DET
ap-694	67	8	decision	decision	NOUN
ap-694	67	9	maker	maker	NOUN
ap-694	67	10	or	or	CCONJ
ap-694	67	11	designer	designer	NOUN
ap-694	67	12	to	to	PART
ap-694	67	13	articulate	articulate	VERB
ap-694	67	14	his	his	PRON
ap-694	67	15	preference	preference	NOUN
ap-694	67	16	in	in	ADP
ap-694	67	17	an	an	DET
ap-694	67	18	incremental	incremental	ADJ
ap-694	67	19	manner	manner	NOUN
ap-694	67	20	:	:	PUNCT
ap-694	67	21	�	�	PROPN
ap-694	67	22	the	the	DET
ap-694	67	23	decision	decision	NOUN
ap-694	67	24	maker	maker	NOUN
ap-694	67	25	first	first	ADV
ap-694	67	26	selected	select	VERB
ap-694	67	27	four	four	NUM
ap-694	67	28	design	design	NOUN
ap-694	67	29	solutions	solution	NOUN
ap-694	67	30	to	to	PART
ap-694	67	31	represent	represent	VERB
ap-694	67	32	the	the	DET
ap-694	67	33	best	good	ADJ
ap-694	67	34	,	,	PUNCT
ap-694	67	35	good	good	ADJ
ap-694	67	36	,	,	PUNCT
ap-694	67	37	average	average	ADJ
ap-694	67	38	and	and	CCONJ
ap-694	67	39	poor	poor	ADJ
ap-694	67	40	designs	design	NOUN
ap-694	67	41	with	with	ADP
ap-694	67	42	appropriate	appropriate	ADJ
ap-694	67	43	scores	score	NOUN
ap-694	67	44	.	.	PUNCT
ap-694	68	1	�	�	PROPN
ap-694	68	2	the	the	DET
ap-694	68	3	ann	ann	PROPN
ap-694	68	4	was	be	AUX
ap-694	68	5	then	then	ADV
ap-694	68	6	trained	train	VERB
ap-694	68	7	to	to	PART
ap-694	68	8	capture	capture	VERB
ap-694	68	9	this	this	DET
ap-694	68	10	initial	initial	ADJ
ap-694	68	11	preference	preference	NOUN
ap-694	68	12	structure	structure	NOUN
ap-694	68	13	.	.	PUNCT
ap-694	69	1	this	this	DET
ap-694	69	2	preference	preference	NOUN
ap-694	69	3	structure	structure	NOUN
ap-694	69	4	is	be	AUX
ap-694	69	5	then	then	ADV
ap-694	69	6	used	use	VERB
ap-694	69	7	to	to	PART
ap-694	69	8	predict	predict	VERB
ap-694	69	9	the	the	DET
ap-694	69	10	scores	score	NOUN
ap-694	69	11	of	of	ADP
ap-694	69	12	other	other	ADJ
ap-694	69	13	solutions	solution	NOUN
ap-694	69	14	.	.	PUNCT
ap-694	70	1	�	�	PROPN
ap-694	70	2	if	if	SCONJ
ap-694	70	3	the	the	DET
ap-694	70	4	decision	decision	NOUN
ap-694	70	5	maker	maker	NOUN
ap-694	70	6	agreed	agree	VERB
ap-694	70	7	with	with	ADP
ap-694	70	8	the	the	DET
ap-694	70	9	predicted	predict	VERB
ap-694	70	10	scores	score	NOUN
ap-694	70	11	then	then	ADV
ap-694	70	12	those	those	DET
ap-694	70	13	scores	score	NOUN
ap-694	70	14	would	would	AUX
ap-694	70	15	be	be	AUX
ap-694	70	16	used	use	VERB
ap-694	70	17	as	as	ADP
ap-694	70	18	additional	additional	ADJ
ap-694	70	19	training	training	NOUN
ap-694	70	20	data	datum	NOUN
ap-694	70	21	.	.	PUNCT
ap-694	71	1	otherwise	otherwise	ADV
ap-694	71	2	,	,	PUNCT
ap-694	71	3	the	the	DET
ap-694	71	4	decision	decision	NOUN
ap-694	71	5	maker	maker	NOUN
ap-694	71	6	assigned	assign	VERB
ap-694	71	7	new	new	ADJ
ap-694	71	8	scores	score	NOUN
ap-694	71	9	and	and	CCONJ
ap-694	71	10	these	these	DET
ap-694	71	11	new	new	ADJ
ap-694	71	12	scores	score	NOUN
ap-694	71	13	are	be	AUX
ap-694	71	14	then	then	ADV
ap-694	71	15	again	again	ADV
ap-694	71	16	used	use	VERB
ap-694	71	17	as	as	ADP
ap-694	71	18	additional	additional	ADJ
ap-694	71	19	training	training	NOUN
ap-694	71	20	data	datum	NOUN
ap-694	71	21	set	set	VERB
ap-694	71	22	.	.	PUNCT
ap-694	72	1	�	�	PROPN
ap-694	73	1	the	the	DET
ap-694	73	2	process	process	NOUN
ap-694	73	3	is	be	AUX
ap-694	73	4	then	then	ADV
ap-694	73	5	refined	refine	VERB
ap-694	73	6	/	/	SYM
ap-694	73	7	repeated	repeat	VERB
ap-694	73	8	until	until	SCONJ
ap-694	73	9	the	the	DET
ap-694	73	10	decision	decision	NOUN
ap-694	73	11	maker	maker	NOUN
ap-694	73	12	is	be	AUX
ap-694	73	13	satisfied	satisfied	ADJ
ap-694	73	14	that	that	SCONJ
ap-694	73	15	the	the	DET
ap-694	73	16	preference	preference	NOUN
ap-694	73	17	structure	structure	NOUN
ap-694	73	18	had	have	AUX
ap-694	73	19	been	be	AUX
ap-694	73	20	©	©	PROPN
ap-694	73	21	czech	czech	PROPN
ap-694	73	22	technical	technical	PROPN
ap-694	73	23	university	university	PROPN
ap-694	73	24	publishing	publishing	NOUN
ap-694	73	25	house	house	NOUN
ap-694	73	26	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-694	73	27	7	7	NUM
ap-694	73	28	czech	czech	PROPN
ap-694	73	29	technical	technical	PROPN
ap-694	73	30	university	university	PROPN
ap-694	73	31	in	in	ADP
ap-694	73	32	prague	prague	PROPN
ap-694	73	33	acta	acta	PROPN
ap-694	73	34	polytechnica	polytechnica	PROPN
ap-694	73	35	vol	vol	NOUN
ap-694	73	36	.	.	PROPN
ap-694	74	1	45	45	NUM
ap-694	74	2	no	no	NOUN
ap-694	74	3	.	.	PUNCT
ap-694	75	1	3/2005	3/2005	NUM
ap-694	75	2	output	output	NOUN
ap-694	75	3	layerinput	layerinput	ADJ
ap-694	75	4	layer	layer	NOUN
ap-694	75	5	first	first	ADV
ap-694	75	6	hidden	hide	VERB
ap-694	75	7	layer	layer	NOUN
ap-694	75	8	i1	i1	PROPN
ap-694	75	9	i2	i2	PROPN
ap-694	75	10	i3	i3	PROPN
ap-694	75	11	i4	i4	PROPN
ap-694	75	12	o1	o1	PROPN
ap-694	75	13	fig	fig	NOUN
ap-694	75	14	.	.	PUNCT
ap-694	76	1	2	2	NUM
ap-694	76	2	:	:	PUNCT
ap-694	76	3	ann	ann	PROPN
ap-694	76	4	set	set	VERB
ap-694	76	5	up	up	ADP
ap-694	76	6	for	for	ADP
ap-694	76	7	the	the	DET
ap-694	76	8	example	example	NOUN
ap-694	76	9	fig	fig	NOUN
ap-694	76	10	.	.	PUNCT
ap-694	77	1	3	3	NUM
ap-694	77	2	:	:	PUNCT
ap-694	77	3	correlation	correlation	NOUN
ap-694	77	4	of	of	ADP
ap-694	77	5	decision	decision	NOUN
ap-694	77	6	score	score	NOUN
ap-694	77	7	and	and	CCONJ
ap-694	77	8	performance	performance	NOUN
ap-694	77	9	measures	measure	NOUN
ap-694	77	10	mapped	map	VERB
ap-694	77	11	adequately	adequately	ADV
ap-694	77	12	.	.	PUNCT
ap-694	78	1	this	this	DET
ap-694	78	2	process	process	NOUN
ap-694	78	3	can	can	AUX
ap-694	78	4	be	be	AUX
ap-694	78	5	further	far	ADV
ap-694	78	6	refined	refine	VERB
ap-694	78	7	at	at	ADP
ap-694	78	8	a	a	DET
ap-694	78	9	later	later	ADJ
ap-694	78	10	stage	stage	NOUN
ap-694	78	11	if	if	SCONJ
ap-694	78	12	necessary	necessary	ADJ
ap-694	78	13	.	.	PUNCT
ap-694	79	1	the	the	DET
ap-694	79	2	influence	influence	NOUN
ap-694	79	3	of	of	ADP
ap-694	79	4	the	the	DET
ap-694	79	5	decision	decision	NOUN
ap-694	79	6	maker	maker	NOUN
ap-694	79	7	’s	’s	PART
ap-694	79	8	preference	preference	NOUN
ap-694	79	9	on	on	ADP
ap-694	79	10	individual	individual	ADJ
ap-694	79	11	performance	performance	NOUN
ap-694	79	12	measures	measure	NOUN
ap-694	79	13	over	over	ADP
ap-694	79	14	the	the	DET
ap-694	79	15	final	final	ADJ
ap-694	79	16	score	score	NOUN
ap-694	79	17	can	can	AUX
ap-694	79	18	be	be	AUX
ap-694	79	19	revealed	reveal	VERB
ap-694	79	20	through	through	ADP
ap-694	79	21	simple	simple	ADJ
ap-694	79	22	scatter	scatter	NOUN
ap-694	79	23	plots	plot	NOUN
ap-694	79	24	,	,	PUNCT
ap-694	79	25	as	as	SCONJ
ap-694	79	26	shown	show	VERB
ap-694	79	27	in	in	ADP
ap-694	79	28	fig	fig	NOUN
ap-694	79	29	.	.	PUNCT
ap-694	80	1	3	3	X
ap-694	80	2	.	.	X
ap-694	80	3	it	it	PRON
ap-694	80	4	can	can	AUX
ap-694	80	5	be	be	AUX
ap-694	80	6	seen	see	VERB
ap-694	80	7	from	from	ADP
ap-694	80	8	fig	fig	NOUN
ap-694	80	9	.	.	PUNCT
ap-694	81	1	3	3	NUM
ap-694	81	2	that	that	SCONJ
ap-694	81	3	the	the	DET
ap-694	81	4	decision	decision	NOUN
ap-694	81	5	maker	maker	NOUN
ap-694	81	6	,	,	PUNCT
ap-694	81	7	unconsciously	unconsciously	ADV
ap-694	81	8	perhaps	perhaps	ADV
ap-694	81	9	,	,	PUNCT
ap-694	81	10	did	do	AUX
ap-694	81	11	not	not	PART
ap-694	81	12	consider	consider	VERB
ap-694	81	13	heave	heave	VERB
ap-694	81	14	and	and	CCONJ
ap-694	81	15	roll	roll	VERB
ap-694	81	16	to	to	PART
ap-694	81	17	be	be	AUX
ap-694	81	18	equally	equally	ADV
ap-694	81	19	important	important	ADJ
ap-694	81	20	considerations	consideration	NOUN
ap-694	81	21	as	as	ADP
ap-694	81	22	pitch	pitch	NOUN
ap-694	81	23	and	and	CCONJ
ap-694	81	24	rbm	rbm	PROPN
ap-694	81	25	affecting	affect	VERB
ap-694	81	26	the	the	DET
ap-694	81	27	overall	overall	ADJ
ap-694	81	28	selection	selection	NOUN
ap-694	81	29	of	of	ADP
ap-694	81	30	final	final	ADJ
ap-694	81	31	design	design	NOUN
ap-694	81	32	solution	solution	NOUN
ap-694	81	33	.	.	PUNCT
ap-694	82	1	pitch	pitch	NOUN
ap-694	82	2	and	and	CCONJ
ap-694	82	3	rbm	rbm	PROPN
ap-694	82	4	thus	thus	ADV
ap-694	82	5	became	become	VERB
ap-694	82	6	important	important	ADJ
ap-694	82	7	in	in	ADP
ap-694	82	8	the	the	DET
ap-694	82	9	selection	selection	NOUN
ap-694	82	10	of	of	ADP
ap-694	82	11	the	the	DET
ap-694	82	12	final	final	ADJ
ap-694	82	13	“	"	PUNCT
ap-694	82	14	best	good	ADJ
ap-694	82	15	”	"	PUNCT
ap-694	82	16	design	design	NOUN
ap-694	82	17	solution	solution	NOUN
ap-694	82	18	.	.	PUNCT
ap-694	83	1	the	the	DET
ap-694	83	2	influence	influence	NOUN
ap-694	83	3	of	of	ADP
ap-694	83	4	pitch	pitch	NOUN
ap-694	83	5	and	and	CCONJ
ap-694	83	6	rbm	rbm	PROPN
ap-694	83	7	on	on	ADP
ap-694	83	8	the	the	DET
ap-694	83	9	score	score	NOUN
ap-694	83	10	can	can	AUX
ap-694	83	11	thus	thus	ADV
ap-694	83	12	be	be	AUX
ap-694	83	13	plotted	plot	VERB
ap-694	83	14	(	(	PUNCT
ap-694	83	15	shown	show	VERB
ap-694	83	16	in	in	ADP
ap-694	83	17	fig	fig	NOUN
ap-694	83	18	.	.	PUNCT
ap-694	84	1	4	4	NUM
ap-694	84	2	)	)	PUNCT
ap-694	84	3	to	to	PART
ap-694	84	4	reveal	reveal	VERB
ap-694	84	5	the	the	DET
ap-694	84	6	preference	preference	NOUN
ap-694	84	7	structure	structure	NOUN
ap-694	84	8	and	and	CCONJ
ap-694	84	9	the	the	DET
ap-694	84	10	interrelation	interrelation	NOUN
ap-694	84	11	of	of	ADP
ap-694	84	12	these	these	DET
ap-694	84	13	two	two	NUM
ap-694	84	14	criteria	criterion	NOUN
ap-694	84	15	in	in	ADP
ap-694	84	16	relation	relation	NOUN
ap-694	84	17	to	to	ADP
ap-694	84	18	the	the	DET
ap-694	84	19	final	final	ADJ
ap-694	84	20	score	score	NOUN
ap-694	84	21	(	(	PUNCT
ap-694	84	22	desirability	desirability	NOUN
ap-694	84	23	of	of	ADP
ap-694	84	24	the	the	DET
ap-694	84	25	decision	decision	NOUN
ap-694	84	26	maker	maker	NOUN
ap-694	84	27	)	)	PUNCT
ap-694	84	28	.	.	PUNCT
ap-694	85	1	intuitively	intuitively	ADV
ap-694	85	2	,	,	PUNCT
ap-694	85	3	one	one	PRON
ap-694	85	4	would	would	AUX
ap-694	85	5	suspect	suspect	VERB
ap-694	85	6	a	a	DET
ap-694	85	7	correlation	correlation	NOUN
ap-694	85	8	between	between	ADP
ap-694	85	9	rbm	rbm	PROPN
ap-694	85	10	and	and	CCONJ
ap-694	85	11	pitch	pitch	NOUN
ap-694	85	12	,	,	PUNCT
ap-694	85	13	and	and	CCONJ
ap-694	85	14	indeed	indeed	ADV
ap-694	85	15	fig	fig	NOUN
ap-694	85	16	.	.	PUNCT
ap-694	86	1	4	4	NUM
ap-694	86	2	shows	show	VERB
ap-694	86	3	that	that	SCONJ
ap-694	86	4	there	there	PRON
ap-694	86	5	is	be	VERB
ap-694	86	6	a	a	DET
ap-694	86	7	good	good	ADJ
ap-694	86	8	correlation	correlation	NOUN
ap-694	86	9	between	between	ADP
ap-694	86	10	the	the	DET
ap-694	86	11	two	two	NUM
ap-694	86	12	important	important	ADJ
ap-694	86	13	performance	performance	NOUN
ap-694	86	14	measures	measure	NOUN
ap-694	86	15	of	of	ADP
ap-694	86	16	rbm	rbm	NOUN
ap-694	86	17	and	and	CCONJ
ap-694	86	18	pitch	pitch	NOUN
ap-694	86	19	.	.	PUNCT
ap-694	87	1	from	from	ADP
ap-694	87	2	the	the	DET
ap-694	87	3	graphs	graph	NOUN
ap-694	87	4	shown	show	VERB
ap-694	87	5	in	in	ADP
ap-694	87	6	figs	fig	NOUN
ap-694	87	7	.	.	PUNCT
ap-694	88	1	3	3	NUM
ap-694	88	2	and	and	CCONJ
ap-694	88	3	4	4	NUM
ap-694	88	4	,	,	PUNCT
ap-694	88	5	the	the	DET
ap-694	88	6	decision	decision	NOUN
ap-694	88	7	maker	maker	NOUN
ap-694	88	8	decided	decide	VERB
ap-694	88	9	to	to	PART
ap-694	88	10	look	look	VERB
ap-694	88	11	more	more	ADV
ap-694	88	12	closely	closely	ADV
ap-694	88	13	at	at	ADP
ap-694	88	14	the	the	DET
ap-694	88	15	two	two	NUM
ap-694	88	16	criteria	criterion	NOUN
ap-694	88	17	pitch	pitch	NOUN
ap-694	88	18	and	and	CCONJ
ap-694	88	19	rbm	rbm	PROPN
ap-694	88	20	.	.	PUNCT
ap-694	89	1	an	an	DET
ap-694	89	2	analysis	analysis	NOUN
ap-694	89	3	of	of	ADP
ap-694	89	4	these	these	DET
ap-694	89	5	two	two	NUM
ap-694	89	6	criteria	criterion	NOUN
ap-694	89	7	on	on	ADP
ap-694	89	8	the	the	DET
ap-694	89	9	basis	basis	NOUN
ap-694	89	10	of	of	ADP
ap-694	89	11	the	the	DET
ap-694	89	12	given	give	VERB
ap-694	89	13	18	18	NUM
ap-694	89	14	competing	compete	VERB
ap-694	89	15	designs	design	NOUN
ap-694	89	16	yielded	yield	VERB
ap-694	89	17	the	the	DET
ap-694	89	18	graph	graph	NOUN
ap-694	89	19	shown	show	VERB
ap-694	89	20	in	in	ADP
ap-694	89	21	figure	figure	NOUN
ap-694	89	22	5	5	NUM
ap-694	89	23	which	which	PRON
ap-694	89	24	revealed	reveal	VERB
ap-694	89	25	that	that	SCONJ
ap-694	89	26	the	the	DET
ap-694	89	27	influence	influence	NOUN
ap-694	89	28	of	of	ADP
ap-694	89	29	rbm	rbm	PROPN
ap-694	89	30	somehow	somehow	ADV
ap-694	89	31	peaked	peak	VERB
ap-694	89	32	at	at	ADP
ap-694	89	33	the	the	DET
ap-694	89	34	value	value	NOUN
ap-694	89	35	of	of	ADP
ap-694	89	36	6	6	NUM
ap-694	89	37	,	,	PUNCT
ap-694	89	38	whereas	whereas	SCONJ
ap-694	89	39	pitch	pitch	NOUN
ap-694	89	40	has	have	VERB
ap-694	89	41	a	a	DET
ap-694	89	42	stronger	strong	ADJ
ap-694	89	43	influence	influence	NOUN
ap-694	89	44	,	,	PUNCT
ap-694	89	45	in	in	SCONJ
ap-694	89	46	that	that	SCONJ
ap-694	89	47	a	a	DET
ap-694	89	48	higher	high	ADJ
ap-694	89	49	value	value	NOUN
ap-694	89	50	of	of	ADP
ap-694	89	51	this	this	DET
ap-694	89	52	criterion	criterion	NOUN
ap-694	89	53	is	be	AUX
ap-694	89	54	always	always	ADV
ap-694	89	55	desirable	desirable	ADJ
ap-694	89	56	.	.	PUNCT
ap-694	90	1	the	the	DET
ap-694	90	2	observation	observation	NOUN
ap-694	90	3	derived	derive	VERB
ap-694	90	4	from	from	ADP
ap-694	90	5	this	this	DET
ap-694	90	6	simple	simple	ADJ
ap-694	90	7	exercise	exercise	NOUN
ap-694	90	8	is	be	AUX
ap-694	90	9	not	not	PART
ap-694	90	10	dissimilar	dissimilar	ADJ
ap-694	90	11	to	to	ADP
ap-694	90	12	those	those	PRON
ap-694	90	13	obtained	obtain	VERB
ap-694	90	14	from	from	ADP
ap-694	90	15	[	[	X
ap-694	90	16	1	1	NUM
ap-694	90	17	]	]	PUNCT
ap-694	90	18	,	,	PUNCT
ap-694	90	19	using	use	VERB
ap-694	90	20	the	the	DET
ap-694	90	21	utility	utility	NOUN
ap-694	90	22	function	function	NOUN
ap-694	90	23	approach	approach	NOUN
ap-694	90	24	,	,	PUNCT
ap-694	90	25	in	in	ADP
ap-694	90	26	which	which	PRON
ap-694	90	27	the	the	DET
ap-694	90	28	decision	decision	NOUN
ap-694	90	29	maker	maker	NOUN
ap-694	90	30	used	use	VERB
ap-694	90	31	a	a	DET
ap-694	90	32	pair	pair	NOUN
ap-694	90	33	-	-	PUNCT
ap-694	90	34	wise	wise	ADJ
ap-694	90	35	comparison	comparison	NOUN
ap-694	90	36	of	of	ADP
ap-694	90	37	competing	compete	VERB
ap-694	90	38	designs	design	NOUN
ap-694	90	39	to	to	PART
ap-694	90	40	construct	construct	VERB
ap-694	90	41	the	the	DET
ap-694	90	42	utility	utility	NOUN
ap-694	90	43	functions	function	NOUN
ap-694	90	44	of	of	ADP
ap-694	90	45	the	the	DET
ap-694	90	46	performance	performance	NOUN
ap-694	90	47	measures	measure	NOUN
ap-694	90	48	:	:	PUNCT
ap-694	90	49	pitch	pitch	NOUN
ap-694	90	50	,	,	PUNCT
ap-694	90	51	rbm	rbm	PROPN
ap-694	90	52	,	,	PUNCT
ap-694	90	53	heave	heave	VERB
ap-694	90	54	and	and	CCONJ
ap-694	90	55	roll	roll	VERB
ap-694	90	56	.	.	PUNCT
ap-694	91	1	it	it	PRON
ap-694	91	2	should	should	AUX
ap-694	91	3	be	be	AUX
ap-694	91	4	pointed	point	VERB
ap-694	91	5	out	out	ADP
ap-694	91	6	that	that	SCONJ
ap-694	91	7	due	due	ADP
ap-694	91	8	to	to	ADP
ap-694	91	9	the	the	DET
ap-694	91	10	difference	difference	NOUN
ap-694	91	11	in	in	ADP
ap-694	91	12	the	the	DET
ap-694	91	13	nature	nature	NOUN
ap-694	91	14	of	of	ADP
ap-694	91	15	the	the	DET
ap-694	91	16	evaluation	evaluation	NOUN
ap-694	91	17	algorithm	algorithm	NOUN
ap-694	91	18	,	,	PUNCT
ap-694	91	19	the	the	DET
ap-694	91	20	results	result	NOUN
ap-694	91	21	in	in	ADP
ap-694	91	22	terms	term	NOUN
ap-694	91	23	of	of	ADP
ap-694	91	24	numerical	numerical	ADJ
ap-694	91	25	values	value	NOUN
ap-694	91	26	obtained	obtain	VERB
ap-694	91	27	by	by	ADP
ap-694	91	28	this	this	DET
ap-694	91	29	method	method	NOUN
ap-694	91	30	should	should	AUX
ap-694	91	31	not	not	PART
ap-694	91	32	be	be	AUX
ap-694	91	33	compared	compare	VERB
ap-694	91	34	directly	directly	ADV
ap-694	91	35	to	to	ADP
ap-694	91	36	those	those	PRON
ap-694	91	37	stated	state	VERB
ap-694	91	38	in	in	ADP
ap-694	91	39	[	[	X
ap-694	91	40	1	1	NUM
ap-694	91	41	]	]	PUNCT
ap-694	91	42	,	,	PUNCT
ap-694	91	43	which	which	PRON
ap-694	91	44	was	be	AUX
ap-694	91	45	computed	compute	VERB
ap-694	91	46	using	use	VERB
ap-694	91	47	utility	utility	NOUN
ap-694	91	48	functions	function	NOUN
ap-694	91	49	.	.	PUNCT
ap-694	92	1	however	however	ADV
ap-694	92	2	,	,	PUNCT
ap-694	92	3	the	the	DET
ap-694	92	4	overall	overall	ADJ
ap-694	92	5	trend	trend	NOUN
ap-694	92	6	of	of	ADP
ap-694	92	7	the	the	DET
ap-694	92	8	preference	preference	NOUN
ap-694	92	9	structure	structure	NOUN
ap-694	92	10	should	should	AUX
ap-694	92	11	not	not	PART
ap-694	92	12	be	be	AUX
ap-694	92	13	dissimilar	dissimilar	ADJ
ap-694	92	14	between	between	ADP
ap-694	92	15	the	the	DET
ap-694	92	16	two	two	NUM
ap-694	92	17	methods	method	NOUN
ap-694	92	18	.	.	PUNCT
ap-694	93	1	the	the	DET
ap-694	93	2	resultant	resultant	NOUN
ap-694	93	3	utility	utility	NOUN
ap-694	93	4	functions	function	NOUN
ap-694	93	5	derived	derive	VERB
ap-694	93	6	from	from	ADP
ap-694	93	7	the	the	DET
ap-694	93	8	analysis	analysis	NOUN
ap-694	93	9	are	be	AUX
ap-694	93	10	linear	linear	ADJ
ap-694	93	11	for	for	ADP
ap-694	93	12	pitchthe	pitchthe	ADV
ap-694	93	13	higher	high	ADJ
ap-694	93	14	the	the	DET
ap-694	93	15	values	value	NOUN
ap-694	93	16	of	of	ADP
ap-694	93	17	the	the	DET
ap-694	93	18	pitch	pitch	NOUN
ap-694	93	19	signal	signal	NOUN
ap-694	93	20	to	to	PART
ap-694	93	21	noise	noise	NOUN
ap-694	93	22	performance	performance	NOUN
ap-694	93	23	,	,	PUNCT
ap-694	93	24	the	the	DET
ap-694	93	25	higher	high	ADJ
ap-694	93	26	will	will	AUX
ap-694	93	27	be	be	AUX
ap-694	93	28	the	the	DET
ap-694	93	29	utility	utility	NOUN
ap-694	93	30	values	value	NOUN
ap-694	93	31	and	and	CCONJ
ap-694	93	32	hence	hence	ADV
ap-694	93	33	the	the	DET
ap-694	93	34	desirability	desirability	NOUN
ap-694	93	35	.	.	PUNCT
ap-694	94	1	the	the	DET
ap-694	94	2	rbm	rbm	PROPN
ap-694	94	3	’s	’s	PART
ap-694	94	4	utility	utility	NOUN
ap-694	94	5	curve	curve	NOUN
ap-694	94	6	showed	show	VERB
ap-694	94	7	significantly	significantly	ADV
ap-694	94	8	less	less	ADJ
ap-694	94	9	influence	influence	NOUN
ap-694	94	10	than	than	ADP
ap-694	94	11	the	the	DET
ap-694	94	12	pitch	pitch	NOUN
ap-694	94	13	’s	’s	PART
ap-694	94	14	utility	utility	NOUN
ap-694	94	15	curve	curve	NOUN
ap-694	94	16	,	,	PUNCT
ap-694	94	17	and	and	CCONJ
ap-694	94	18	the	the	DET
ap-694	94	19	values	value	NOUN
ap-694	94	20	of	of	ADP
ap-694	94	21	the	the	DET
ap-694	94	22	rbm	rbm	PROPN
ap-694	94	23	utility	utility	NOUN
ap-694	94	24	were	be	AUX
ap-694	94	25	virtually	virtually	ADV
ap-694	94	26	constant	constant	ADJ
ap-694	94	27	and	and	CCONJ
ap-694	94	28	at	at	ADP
ap-694	94	29	a	a	DET
ap-694	94	30	value	value	NOUN
ap-694	94	31	significantly	significantly	ADV
ap-694	94	32	lower	low	ADJ
ap-694	94	33	than	than	ADP
ap-694	94	34	those	those	PRON
ap-694	94	35	associated	associate	VERB
ap-694	94	36	with	with	ADP
ap-694	94	37	pitch	pitch	NOUN
ap-694	94	38	.	.	PUNCT
ap-694	95	1	the	the	DET
ap-694	95	2	preference	preference	NOUN
ap-694	95	3	structure	structure	NOUN
ap-694	95	4	elicited	elicit	VERB
ap-694	95	5	is	be	AUX
ap-694	95	6	then	then	ADV
ap-694	95	7	used	use	VERB
ap-694	95	8	to	to	PART
ap-694	95	9	assist	assist	VERB
ap-694	95	10	the	the	DET
ap-694	95	11	designer	designer	NOUN
ap-694	95	12	to	to	PART
ap-694	95	13	perform	perform	VERB
ap-694	95	14	a	a	DET
ap-694	95	15	further	further	ADJ
ap-694	95	16	explorative	explorative	ADJ
ap-694	95	17	search	search	NOUN
ap-694	95	18	in	in	ADP
ap-694	95	19	an	an	DET
ap-694	95	20	attempt	attempt	NOUN
ap-694	95	21	to	to	PART
ap-694	95	22	obtain	obtain	VERB
ap-694	95	23	better	well	ADJ
ap-694	95	24	overall	overall	ADJ
ap-694	95	25	desirability	desirability	NOUN
ap-694	95	26	in	in	ADP
ap-694	95	27	accordance	accordance	NOUN
ap-694	95	28	with	with	ADP
ap-694	95	29	this	this	DET
ap-694	95	30	preference	preference	NOUN
ap-694	95	31	structure	structure	NOUN
ap-694	95	32	.	.	PUNCT
ap-694	96	1	clearly	clearly	ADV
ap-694	96	2	,	,	PUNCT
ap-694	96	3	the	the	DET
ap-694	96	4	direction	direction	NOUN
ap-694	96	5	of	of	ADP
ap-694	96	6	the	the	DET
ap-694	96	7	search	search	NOUN
ap-694	96	8	is	be	AUX
ap-694	96	9	directed	direct	VERB
ap-694	96	10	at	at	ADP
ap-694	96	11	trading	trade	VERB
ap-694	96	12	off	off	ADP
ap-694	96	13	the	the	DET
ap-694	96	14	performances	performance	NOUN
ap-694	96	15	of	of	ADP
ap-694	96	16	heave	heave	NOUN
ap-694	96	17	,	,	PUNCT
ap-694	96	18	roll	roll	VERB
ap-694	96	19	and	and	CCONJ
ap-694	96	20	to	to	ADP
ap-694	96	21	some	some	DET
ap-694	96	22	extent	extent	NOUN
ap-694	96	23	rbm	rbm	NOUN
ap-694	96	24	in	in	ADP
ap-694	96	25	order	order	NOUN
ap-694	96	26	to	to	PART
ap-694	96	27	gain	gain	VERB
ap-694	96	28	performance	performance	NOUN
ap-694	96	29	in	in	ADP
ap-694	96	30	terms	term	NOUN
ap-694	96	31	of	of	ADP
ap-694	96	32	pitch	pitch	NOUN
ap-694	96	33	performance	performance	NOUN
ap-694	96	34	.	.	PUNCT
ap-694	97	1	again	again	ADV
ap-694	97	2	,	,	PUNCT
ap-694	97	3	a	a	DET
ap-694	97	4	similar	similar	ADJ
ap-694	97	5	conclusion	conclusion	NOUN
ap-694	97	6	has	have	AUX
ap-694	97	7	been	be	AUX
ap-694	97	8	drawn	draw	VERB
ap-694	97	9	in	in	ADP
ap-694	97	10	[	[	X
ap-694	97	11	1	1	NUM
ap-694	97	12	]	]	PUNCT
ap-694	97	13	.	.	PUNCT
ap-694	98	1	a	a	DET
ap-694	98	2	further	further	ADJ
ap-694	98	3	search	search	NOUN
ap-694	98	4	for	for	ADP
ap-694	98	5	solutions	solution	NOUN
ap-694	98	6	can	can	AUX
ap-694	98	7	indeed	indeed	ADV
ap-694	98	8	be	be	AUX
ap-694	98	9	performed	perform	VERB
ap-694	98	10	on	on	ADP
ap-694	98	11	the	the	DET
ap-694	98	12	basis	basis	NOUN
ap-694	98	13	of	of	ADP
ap-694	98	14	this	this	DET
ap-694	98	15	preference	preference	NOUN
ap-694	98	16	structure	structure	NOUN
ap-694	98	17	,	,	PUNCT
ap-694	98	18	but	but	CCONJ
ap-694	98	19	for	for	ADP
ap-694	98	20	brevity	brevity	NOUN
ap-694	98	21	the	the	DET
ap-694	98	22	details	detail	NOUN
ap-694	98	23	of	of	ADP
ap-694	98	24	this	this	PRON
ap-694	98	25	are	be	AUX
ap-694	98	26	not	not	PART
ap-694	98	27	presented	present	VERB
ap-694	98	28	here	here	ADV
ap-694	98	29	.	.	PUNCT
ap-694	99	1	4	4	NUM
ap-694	99	2	discussion	discussion	NOUN
ap-694	99	3	and	and	CCONJ
ap-694	99	4	conclusion	conclusion	NOUN
ap-694	99	5	elicitation	elicitation	NOUN
ap-694	99	6	of	of	ADP
ap-694	99	7	a	a	DET
ap-694	99	8	preference	preference	NOUN
ap-694	99	9	structure	structure	NOUN
ap-694	99	10	is	be	AUX
ap-694	99	11	not	not	PART
ap-694	99	12	an	an	DET
ap-694	99	13	easy	easy	ADJ
ap-694	99	14	task	task	NOUN
ap-694	99	15	,	,	PUNCT
ap-694	99	16	principally	principally	ADV
ap-694	99	17	because	because	SCONJ
ap-694	99	18	it	it	PRON
ap-694	99	19	involves	involve	VERB
ap-694	99	20	articulation	articulation	NOUN
ap-694	99	21	of	of	ADP
ap-694	99	22	human	human	ADJ
ap-694	99	23	preference	preference	NOUN
ap-694	99	24	over	over	ADP
ap-694	99	25	a	a	DET
ap-694	99	26	set	set	NOUN
ap-694	99	27	of	of	ADP
ap-694	99	28	competing	compete	VERB
ap-694	99	29	alternatives	alternative	NOUN
ap-694	99	30	.	.	PUNCT
ap-694	100	1	the	the	DET
ap-694	100	2	subjective	subjective	ADJ
ap-694	100	3	nature	nature	NOUN
ap-694	100	4	of	of	ADP
ap-694	100	5	the	the	DET
ap-694	100	6	design	design	NOUN
ap-694	100	7	selection	selection	NOUN
ap-694	100	8	process	process	NOUN
ap-694	100	9	,	,	PUNCT
ap-694	100	10	which	which	PRON
ap-694	100	11	involves	involve	VERB
ap-694	100	12	multiple	multiple	ADJ
ap-694	100	13	conflicting	conflicting	ADJ
ap-694	100	14	criteria	criterion	NOUN
ap-694	100	15	,	,	PUNCT
ap-694	100	16	requires	require	VERB
ap-694	100	17	trading	trading	NOUN
ap-694	100	18	-	-	PUNCT
ap-694	100	19	off	off	NOUN
ap-694	100	20	between	between	ADP
ap-694	100	21	attributes	attribute	NOUN
ap-694	100	22	or	or	CCONJ
ap-694	100	23	criteria	criterion	NOUN
ap-694	100	24	with	with	ADP
ap-694	100	25	possible	possible	ADJ
ap-694	100	26	interactions	interaction	NOUN
ap-694	100	27	between	between	ADP
ap-694	100	28	these	these	DET
ap-694	100	29	attributes	attribute	NOUN
ap-694	100	30	or	or	CCONJ
ap-694	100	31	criteria	criterion	NOUN
ap-694	100	32	.	.	PUNCT
ap-694	101	1	various	various	ADJ
ap-694	101	2	methods	method	NOUN
ap-694	101	3	have	have	AUX
ap-694	101	4	been	be	AUX
ap-694	101	5	developed	develop	VERB
ap-694	101	6	to	to	PART
ap-694	101	7	assist	assist	VERB
ap-694	101	8	decision	decision	NOUN
ap-694	101	9	makers	maker	NOUN
ap-694	101	10	in	in	ADP
ap-694	101	11	the	the	DET
ap-694	101	12	articulation	articulation	NOUN
ap-694	101	13	and	and	CCONJ
ap-694	101	14	mapping	mapping	NOUN
ap-694	101	15	of	of	ADP
ap-694	101	16	an	an	DET
ap-694	101	17	underlying	underlying	ADJ
ap-694	101	18	preference	preference	NOUN
ap-694	101	19	structure	structure	NOUN
ap-694	101	20	.	.	PUNCT
ap-694	102	1	this	this	DET
ap-694	102	2	paper	paper	NOUN
ap-694	102	3	presents	present	VERB
ap-694	102	4	a	a	DET
ap-694	102	5	learning	learning	NOUN
ap-694	102	6	-	-	PUNCT
ap-694	102	7	based	base	VERB
ap-694	102	8	iterative	iterative	NOUN
ap-694	102	9	approach	approach	NOUN
ap-694	102	10	that	that	PRON
ap-694	102	11	allows	allow	VERB
ap-694	102	12	the	the	DET
ap-694	102	13	decision	decision	NOUN
ap-694	102	14	maker	maker	NOUN
ap-694	102	15	to	to	PART
ap-694	102	16	form	form	VERB
ap-694	102	17	the	the	DET
ap-694	102	18	preference	preference	NOUN
ap-694	102	19	structure	structure	NOUN
ap-694	102	20	incrementally	incrementally	ADV
ap-694	102	21	by	by	ADP
ap-694	102	22	stating	state	VERB
ap-694	102	23	his	his	PRON
ap-694	102	24	preference	preference	NOUN
ap-694	102	25	using	use	VERB
ap-694	102	26	a	a	DET
ap-694	102	27	simple	simple	ADJ
ap-694	102	28	scale	scale	NOUN
ap-694	102	29	system	system	NOUN
ap-694	102	30	.	.	PUNCT
ap-694	103	1	admittedly	admittedly	ADV
ap-694	103	2	,	,	PUNCT
ap-694	103	3	one	one	PRON
ap-694	103	4	can	can	AUX
ap-694	103	5	not	not	PART
ap-694	103	6	claim	claim	VERB
ap-694	103	7	that	that	SCONJ
ap-694	103	8	this	this	DET
ap-694	103	9	learning	learning	NOUN
ap-694	103	10	-	-	PUNCT
ap-694	103	11	based	base	VERB
ap-694	103	12	iterative	iterative	NOUN
ap-694	103	13	approach	approach	NOUN
ap-694	103	14	is	be	AUX
ap-694	103	15	perfect	perfect	ADJ
ap-694	103	16	;	;	PUNCT
ap-694	103	17	however	however	ADV
ap-694	103	18	the	the	DET
ap-694	103	19	decision	decision	NOUN
ap-694	103	20	maker	maker	NOUN
ap-694	103	21	can	can	AUX
ap-694	103	22	,	,	PUNCT
ap-694	103	23	through	through	ADP
ap-694	103	24	a	a	DET
ap-694	103	25	series	series	NOUN
ap-694	103	26	of	of	ADP
ap-694	103	27	intuitive	intuitive	ADJ
ap-694	103	28	refinements	refinement	NOUN
ap-694	103	29	,	,	PUNCT
ap-694	103	30	arrive	arrive	VERB
ap-694	103	31	at	at	ADP
ap-694	103	32	some	some	DET
ap-694	103	33	credible	credible	ADJ
ap-694	103	34	preference	preference	NOUN
ap-694	103	35	structure	structure	NOUN
ap-694	103	36	on	on	ADP
ap-694	103	37	the	the	DET
ap-694	103	38	basis	basis	NOUN
ap-694	103	39	of	of	ADP
ap-694	103	40	his	his	PRON
ap-694	103	41	intuitive	intuitive	ADJ
ap-694	103	42	articulation	articulation	NOUN
ap-694	103	43	.	.	PUNCT
ap-694	104	1	the	the	DET
ap-694	104	2	artifi8	artifi8	NOUN
ap-694	104	3	©	©	PROPN
ap-694	104	4	czech	czech	PROPN
ap-694	104	5	technical	technical	PROPN
ap-694	104	6	university	university	PROPN
ap-694	104	7	publishing	publishing	NOUN
ap-694	104	8	house	house	NOUN
ap-694	104	9	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-694	104	10	acta	acta	PROPN
ap-694	104	11	polytechnica	polytechnica	PROPN
ap-694	104	12	vol	vol	NOUN
ap-694	104	13	.	.	PROPN
ap-694	105	1	45	45	NUM
ap-694	105	2	no	no	NOUN
ap-694	105	3	.	.	PUNCT
ap-694	106	1	3/2005	3/2005	NUM
ap-694	106	2	czech	czech	PROPN
ap-694	106	3	technical	technical	PROPN
ap-694	106	4	university	university	PROPN
ap-694	106	5	in	in	ADP
ap-694	106	6	prague	prague	PROPN
ap-694	106	7	pitch	pitch	PROPN
ap-694	106	8	rbm	rbm	PROPN
ap-694	106	9	score	score	PROPN
ap-694	106	10	fig	fig	NOUN
ap-694	106	11	.	.	PUNCT
ap-694	107	1	4	4	NUM
ap-694	107	2	:	:	PUNCT
ap-694	107	3	plots	plot	NOUN
ap-694	107	4	of	of	ADP
ap-694	107	5	preference	preference	NOUN
ap-694	107	6	structure	structure	NOUN
ap-694	107	7	&	&	CCONJ
ap-694	107	8	pitch	pitch	PROPN
ap-694	107	9	vs	vs	ADP
ap-694	107	10	rbm	rbm	PROPN
ap-694	107	11	fig	fig	NOUN
ap-694	107	12	.	.	PUNCT
ap-694	108	1	5	5	NUM
ap-694	108	2	:	:	PUNCT
ap-694	108	3	pitch	pitch	NOUN
ap-694	108	4	and	and	CCONJ
ap-694	108	5	rbm	rbm	PROPN
ap-694	108	6	vs	vs	ADP
ap-694	108	7	score	score	NOUN
ap-694	108	8	cial	cial	ADJ
ap-694	108	9	neural	neural	ADJ
ap-694	108	10	network	network	NOUN
ap-694	108	11	handles	handle	VERB
ap-694	108	12	the	the	DET
ap-694	108	13	complexity	complexity	NOUN
ap-694	108	14	of	of	ADP
ap-694	108	15	the	the	DET
ap-694	108	16	possible	possible	ADJ
ap-694	108	17	interactions	interaction	NOUN
ap-694	108	18	of	of	ADP
ap-694	108	19	the	the	DET
ap-694	108	20	criteria	criterion	NOUN
ap-694	108	21	through	through	ADP
ap-694	108	22	learning	learn	VERB
ap-694	108	23	efficiently	efficiently	ADV
ap-694	108	24	and	and	CCONJ
ap-694	108	25	transparently	transparently	ADV
ap-694	108	26	via	via	ADP
ap-694	108	27	examples	example	NOUN
ap-694	108	28	and	and	CCONJ
ap-694	108	29	training	training	NOUN
ap-694	108	30	so	so	SCONJ
ap-694	108	31	as	as	SCONJ
ap-694	108	32	to	to	PART
ap-694	108	33	map	map	VERB
ap-694	108	34	the	the	DET
ap-694	108	35	complex	complex	ADJ
ap-694	108	36	response	response	NOUN
ap-694	108	37	surface	surface	NOUN
ap-694	108	38	that	that	PRON
ap-694	108	39	fits	fit	VERB
ap-694	108	40	the	the	DET
ap-694	108	41	given	give	VERB
ap-694	108	42	training	training	NOUN
ap-694	108	43	data	datum	NOUN
ap-694	108	44	.	.	PUNCT
ap-694	109	1	the	the	DET
ap-694	109	2	preference	preference	NOUN
ap-694	109	3	structure	structure	NOUN
ap-694	109	4	derived	derive	VERB
ap-694	109	5	can	can	AUX
ap-694	109	6	be	be	AUX
ap-694	109	7	used	use	VERB
ap-694	109	8	to	to	PART
ap-694	109	9	perform	perform	VERB
ap-694	109	10	further	further	ADJ
ap-694	109	11	explorations	exploration	NOUN
ap-694	109	12	of	of	ADP
ap-694	109	13	the	the	DET
ap-694	109	14	solution	solution	NOUN
ap-694	109	15	space	space	NOUN
ap-694	109	16	in	in	ADP
ap-694	109	17	search	search	NOUN
ap-694	109	18	of	of	ADP
ap-694	109	19	better	well	ADJ
ap-694	109	20	overall	overall	ADJ
ap-694	109	21	desirable	desirable	ADJ
ap-694	109	22	design	design	NOUN
ap-694	109	23	performance	performance	NOUN
ap-694	109	24	.	.	PUNCT
ap-694	110	1	a	a	DET
ap-694	110	2	quantitative	quantitative	ADJ
ap-694	110	3	example	example	NOUN
ap-694	110	4	is	be	AUX
ap-694	110	5	presented	present	VERB
ap-694	110	6	to	to	PART
ap-694	110	7	illustrate	illustrate	VERB
ap-694	110	8	the	the	DET
ap-694	110	9	use	use	NOUN
ap-694	110	10	of	of	ADP
ap-694	110	11	this	this	DET
ap-694	110	12	approach	approach	NOUN
ap-694	110	13	and	and	CCONJ
ap-694	110	14	the	the	DET
ap-694	110	15	resultant	resultant	NOUN
ap-694	110	16	preference	preference	NOUN
ap-694	110	17	structure	structure	NOUN
ap-694	110	18	.	.	PUNCT
ap-694	111	1	however	however	ADV
ap-694	111	2	in	in	ADP
ap-694	111	3	many	many	ADJ
ap-694	111	4	design	design	NOUN
ap-694	111	5	problems	problem	NOUN
ap-694	111	6	,	,	PUNCT
ap-694	111	7	certain	certain	ADJ
ap-694	111	8	attributes	attribute	NOUN
ap-694	111	9	or	or	CCONJ
ap-694	111	10	criteria	criterion	NOUN
ap-694	111	11	are	be	AUX
ap-694	111	12	somewhat	somewhat	ADV
ap-694	111	13	unquantifiable	unquantifiable	ADJ
ap-694	111	14	(	(	PUNCT
ap-694	111	15	e.g.	e.g.	ADV
ap-694	111	16	,	,	PUNCT
ap-694	111	17	the	the	DET
ap-694	111	18	shape	shape	NOUN
ap-694	111	19	and	and	CCONJ
ap-694	111	20	appearance	appearance	NOUN
ap-694	111	21	of	of	ADP
ap-694	111	22	a	a	DET
ap-694	111	23	design	design	NOUN
ap-694	111	24	,	,	PUNCT
ap-694	111	25	which	which	PRON
ap-694	111	26	often	often	ADV
ap-694	111	27	significantly	significantly	ADV
ap-694	111	28	affects	affect	VERB
ap-694	111	29	the	the	DET
ap-694	111	30	product	product	NOUN
ap-694	111	31	’s	’s	PART
ap-694	111	32	desirability	desirability	NOUN
ap-694	111	33	)	)	PUNCT
ap-694	111	34	,	,	PUNCT
ap-694	111	35	and	and	CCONJ
ap-694	111	36	eliciting	elicit	VERB
ap-694	111	37	the	the	DET
ap-694	111	38	preference	preference	NOUN
ap-694	111	39	structure	structure	NOUN
ap-694	111	40	of	of	ADP
ap-694	111	41	a	a	DET
ap-694	111	42	decision	decision	NOUN
ap-694	111	43	making	make	VERB
ap-694	111	44	problem	problem	NOUN
ap-694	111	45	involving	involve	VERB
ap-694	111	46	unquantifiable	unquantifiable	ADJ
ap-694	111	47	attributes	attribute	NOUN
ap-694	111	48	and	and	CCONJ
ap-694	111	49	criteria	criterion	NOUN
ap-694	111	50	poses	pose	VERB
ap-694	111	51	a	a	DET
ap-694	111	52	significant	significant	ADJ
ap-694	111	53	challenge	challenge	NOUN
ap-694	111	54	to	to	ADP
ap-694	111	55	researchers	researcher	NOUN
ap-694	111	56	and	and	CCONJ
ap-694	111	57	practitioners	practitioner	NOUN
ap-694	111	58	in	in	ADP
ap-694	111	59	the	the	DET
ap-694	111	60	field	field	NOUN
ap-694	111	61	of	of	ADP
ap-694	111	62	decision	decision	NOUN
ap-694	111	63	making	making	NOUN
ap-694	111	64	and	and	CCONJ
ap-694	111	65	design	design	NOUN
ap-694	111	66	.	.	PUNCT
ap-694	112	1	the	the	DET
ap-694	112	2	work	work	NOUN
ap-694	112	3	described	describe	VERB
ap-694	112	4	in	in	ADP
ap-694	112	5	this	this	DET
ap-694	112	6	paper	paper	NOUN
ap-694	112	7	is	be	AUX
ap-694	112	8	still	still	ADV
ap-694	112	9	in	in	ADP
ap-694	112	10	its	its	PRON
ap-694	112	11	early	early	ADJ
ap-694	112	12	stage	stage	NOUN
ap-694	112	13	and	and	CCONJ
ap-694	112	14	therefore	therefore	ADV
ap-694	112	15	has	have	AUX
ap-694	112	16	not	not	PART
ap-694	112	17	specifically	specifically	ADV
ap-694	112	18	addressed	address	VERB
ap-694	112	19	this	this	DET
ap-694	112	20	issue	issue	NOUN
ap-694	112	21	in	in	ADP
ap-694	112	22	depth	depth	NOUN
ap-694	112	23	;	;	PUNCT
ap-694	112	24	however	however	ADV
ap-694	112	25	,	,	PUNCT
ap-694	112	26	it	it	PRON
ap-694	112	27	is	be	AUX
ap-694	112	28	noted	note	VERB
ap-694	112	29	that	that	SCONJ
ap-694	112	30	shape	shape	NOUN
ap-694	112	31	factors	factor	NOUN
ap-694	112	32	(	(	PUNCT
ap-694	112	33	an	an	DET
ap-694	112	34	important	important	ADJ
ap-694	112	35	attribute	attribute	NOUN
ap-694	112	36	for	for	ADP
ap-694	112	37	industrial	industrial	ADJ
ap-694	112	38	designers	designer	NOUN
ap-694	112	39	)	)	PUNCT
ap-694	112	40	may	may	AUX
ap-694	112	41	be	be	AUX
ap-694	112	42	correlated	correlate	VERB
ap-694	112	43	to	to	ADP
ap-694	112	44	customer	customer	NOUN
ap-694	112	45	preference	preference	NOUN
ap-694	113	1	[	[	X
ap-694	113	2	11	11	NUM
ap-694	113	3	]	]	PUNCT
ap-694	113	4	.	.	PUNCT
ap-694	114	1	it	it	PRON
ap-694	114	2	is	be	AUX
ap-694	114	3	noted	note	VERB
ap-694	114	4	,	,	PUNCT
ap-694	114	5	therefore	therefore	ADV
ap-694	114	6	,	,	PUNCT
ap-694	114	7	that	that	SCONJ
ap-694	114	8	the	the	DET
ap-694	114	9	proposed	propose	VERB
ap-694	114	10	approach	approach	NOUN
ap-694	114	11	can	can	AUX
ap-694	114	12	potentially	potentially	ADV
ap-694	114	13	be	be	AUX
ap-694	114	14	gainfully	gainfully	ADV
ap-694	114	15	employed	employ	VERB
ap-694	114	16	over	over	ADP
ap-694	114	17	a	a	DET
ap-694	114	18	wide	wide	ADJ
ap-694	114	19	range	range	NOUN
ap-694	114	20	of	of	ADP
ap-694	114	21	applications	application	NOUN
ap-694	114	22	in	in	ADP
ap-694	114	23	multiple	multiple	ADJ
ap-694	114	24	criteria	criterion	NOUN
ap-694	114	25	decision	decision	NOUN
ap-694	114	26	making	making	NOUN
ap-694	114	27	.	.	PUNCT
ap-694	115	1	in	in	ADP
ap-694	115	2	conclusion	conclusion	NOUN
ap-694	115	3	,	,	PUNCT
ap-694	115	4	the	the	DET
ap-694	115	5	learning	learning	NOUN
ap-694	115	6	-	-	PUNCT
ap-694	115	7	based	base	VERB
ap-694	115	8	approach	approach	NOUN
ap-694	115	9	,	,	PUNCT
ap-694	115	10	on	on	ADP
ap-694	115	11	the	the	DET
ap-694	115	12	basis	basis	NOUN
ap-694	115	13	of	of	ADP
ap-694	115	14	this	this	DET
ap-694	115	15	preliminary	preliminary	ADJ
ap-694	115	16	investigation	investigation	NOUN
ap-694	115	17	,	,	PUNCT
ap-694	115	18	appears	appear	VERB
ap-694	115	19	to	to	PART
ap-694	115	20	be	be	AUX
ap-694	115	21	intuitive	intuitive	ADJ
ap-694	115	22	and	and	CCONJ
ap-694	115	23	attractive	attractive	ADJ
ap-694	115	24	and	and	CCONJ
ap-694	115	25	can	can	AUX
ap-694	115	26	potentially	potentially	ADV
ap-694	115	27	be	be	AUX
ap-694	115	28	used	use	VERB
ap-694	115	29	in	in	ADP
ap-694	115	30	a	a	DET
ap-694	115	31	wide	wide	ADJ
ap-694	115	32	range	range	NOUN
ap-694	115	33	of	of	ADP
ap-694	115	34	applications	application	NOUN
ap-694	115	35	including	include	VERB
ap-694	115	36	engineering	engineering	NOUN
ap-694	115	37	design	design	NOUN
ap-694	115	38	,	,	PUNCT
ap-694	115	39	industrial	industrial	ADJ
ap-694	115	40	design	design	NOUN
ap-694	115	41	and	and	CCONJ
ap-694	115	42	product	product	NOUN
ap-694	115	43	design	design	NOUN
ap-694	115	44	.	.	PUNCT
ap-694	116	1	references	reference	NOUN
ap-694	116	2	[	[	X
ap-694	116	3	1	1	NUM
ap-694	116	4	]	]	X
ap-694	116	5	sen	sen	PROPN
ap-694	116	6	,	,	PUNCT
ap-694	116	7	p.	p.	PROPN
ap-694	116	8	,	,	PUNCT
ap-694	116	9	tan	tan	PROPN
ap-694	116	10	,	,	PUNCT
ap-694	116	11	k.	k.	PROPN
ap-694	116	12	:	:	PUNCT
ap-694	116	13	multiple	multiple	ADJ
ap-694	116	14	criteria	criterion	NOUN
ap-694	116	15	issues	issue	NOUN
ap-694	116	16	in	in	ADP
ap-694	116	17	design	design	NOUN
ap-694	116	18	:	:	PUNCT
ap-694	116	19	seeking	seek	VERB
ap-694	116	20	the	the	DET
ap-694	116	21	right	right	ADJ
ap-694	116	22	balance	balance	NOUN
ap-694	116	23	,	,	PUNCT
ap-694	116	24	international	international	ADJ
ap-694	116	25	workshop	workshop	NOUN
ap-694	116	26	on	on	ADP
ap-694	116	27	multi	multi	ADJ
ap-694	116	28	-	-	ADJ
ap-694	116	29	criteria	criterion	NOUN
ap-694	116	30	evaluation	evaluation	NOUN
ap-694	116	31	,	,	PUNCT
ap-694	116	32	mce	mce	PROPN
ap-694	116	33	2000	2000	NUM
ap-694	116	34	,	,	PUNCT
ap-694	116	35	neukirchen	neukirchen	ADV
ap-694	116	36	,	,	PUNCT
ap-694	116	37	september	september	PROPN
ap-694	116	38	14th–15th	14th–15th	NUM
ap-694	116	39	,	,	PUNCT
ap-694	116	40	2000	2000	NUM
ap-694	116	41	.	.	PUNCT
ap-694	117	1	[	[	X
ap-694	117	2	2	2	NUM
ap-694	117	3	]	]	X
ap-694	117	4	sen	sen	PROPN
ap-694	117	5	,	,	PUNCT
ap-694	117	6	p.	p.	PROPN
ap-694	117	7	,	,	PUNCT
ap-694	117	8	tan	tan	PROPN
ap-694	117	9	,	,	PUNCT
ap-694	117	10	l.	l.	PROPN
ap-694	117	11	,	,	PUNCT
ap-694	117	12	spencer	spencer	PROPN
ap-694	117	13	,	,	PUNCT
ap-694	117	14	d.	d.	PROPN
ap-694	117	15	:	:	PUNCT
ap-694	117	16	“	"	PUNCT
ap-694	117	17	an	an	DET
ap-694	117	18	integrated	integrate	VERB
ap-694	117	19	probabilistic	probabilistic	ADJ
ap-694	117	20	risk	risk	NOUN
ap-694	117	21	analysis	analysis	NOUN
ap-694	117	22	decision	decision	NOUN
ap-694	117	23	support	support	NOUN
ap-694	117	24	methodology	methodology	NOUN
ap-694	117	25	for	for	ADP
ap-694	117	26	systems	system	NOUN
ap-694	117	27	with	with	ADP
ap-694	117	28	multiple	multiple	ADJ
ap-694	117	29	state	state	NOUN
ap-694	117	30	variables	variable	NOUN
ap-694	117	31	.	.	PUNCT
ap-694	117	32	”	"	PUNCT
ap-694	118	1	reliability	reliability	NOUN
ap-694	118	2	engineering	engineering	NOUN
ap-694	118	3	&	&	CCONJ
ap-694	118	4	system	system	NOUN
ap-694	118	5	safety	safety	NOUN
ap-694	118	6	,	,	PUNCT
ap-694	118	7	vol	vol	NOUN
ap-694	118	8	.	.	PROPN
ap-694	118	9	64	64	NUM
ap-694	118	10	(	(	PUNCT
ap-694	118	11	1999	1999	NUM
ap-694	118	12	)	)	PUNCT
ap-694	118	13	,	,	PUNCT
ap-694	118	14	no	no	INTJ
ap-694	118	15	.	.	NOUN
ap-694	118	16	1	1	NUM
ap-694	118	17	,	,	PUNCT
ap-694	118	18	p.	p.	NOUN
ap-694	118	19	73–87	73–87	NUM
ap-694	118	20	.	.	PUNCT
ap-694	119	1	[	[	X
ap-694	119	2	3	3	NUM
ap-694	119	3	]	]	X
ap-694	119	4	zhang	zhang	PROPN
ap-694	119	5	,	,	PUNCT
ap-694	119	6	w.	w.	PROPN
ap-694	119	7	h.	h.	PROPN
ap-694	119	8	:	:	PUNCT
ap-694	119	9	“	"	PUNCT
ap-694	119	10	pareto	pareto	ADJ
ap-694	119	11	optimum	optimum	ADJ
ap-694	119	12	sensitivity	sensitivity	NOUN
ap-694	119	13	analysis	analysis	NOUN
ap-694	119	14	in	in	ADP
ap-694	119	15	multicriteria	multicriteria	PROPN
ap-694	119	16	optimization	optimization	NOUN
ap-694	119	17	.	.	PUNCT
ap-694	119	18	”	"	PUNCT
ap-694	120	1	finite	finite	ADJ
ap-694	120	2	elements	element	NOUN
ap-694	120	3	in	in	ADP
ap-694	120	4	analysis	analysis	NOUN
ap-694	120	5	and	and	CCONJ
ap-694	120	6	design	design	NOUN
ap-694	120	7	,	,	PUNCT
ap-694	120	8	vol	vol	NOUN
ap-694	120	9	.	.	PROPN
ap-694	120	10	39	39	NUM
ap-694	120	11	(	(	PUNCT
ap-694	120	12	2003	2003	NUM
ap-694	120	13	)	)	PUNCT
ap-694	120	14	,	,	PUNCT
ap-694	120	15	p.	p.	NOUN
ap-694	121	1	505–520	505–520	NUM
ap-694	121	2	.	.	PUNCT
ap-694	122	1	[	[	X
ap-694	122	2	4	4	NUM
ap-694	122	3	]	]	X
ap-694	122	4	pereira	pereira	PROPN
ap-694	122	5	,	,	PUNCT
ap-694	122	6	c.	c.	PROPN
ap-694	122	7	m.	m.	PROPN
ap-694	122	8	n.	n.	PROPN
ap-694	122	9	a.	a.	PROPN
ap-694	122	10	:	:	PUNCT
ap-694	122	11	“	"	PUNCT
ap-694	122	12	evolutionary	evolutionary	ADJ
ap-694	122	13	multicriteria	multicriteria	NOUN
ap-694	122	14	optimization	optimization	NOUN
ap-694	122	15	in	in	ADP
ap-694	122	16	core	core	NOUN
ap-694	122	17	designs	design	NOUN
ap-694	122	18	:	:	PUNCT
ap-694	122	19	basic	basic	ADJ
ap-694	122	20	investigations	investigation	NOUN
ap-694	122	21	and	and	CCONJ
ap-694	122	22	case	case	NOUN
ap-694	122	23	study	study	NOUN
ap-694	122	24	.	.	PUNCT
ap-694	122	25	”	"	PUNCT
ap-694	122	26	annals	annal	NOUN
ap-694	122	27	of	of	ADP
ap-694	122	28	nuclear	nuclear	ADJ
ap-694	122	29	energy	energy	NOUN
ap-694	122	30	,	,	PUNCT
ap-694	122	31	vol	vol	NOUN
ap-694	122	32	.	.	PROPN
ap-694	122	33	31	31	NUM
ap-694	122	34	(	(	PUNCT
ap-694	122	35	2004	2004	NUM
ap-694	122	36	)	)	PUNCT
ap-694	122	37	,	,	PUNCT
ap-694	122	38	p.	p.	NOUN
ap-694	122	39	1251–1264	1251–1264	NUM
ap-694	122	40	.	.	PUNCT
ap-694	123	1	[	[	X
ap-694	123	2	5	5	NUM
ap-694	123	3	]	]	PUNCT
ap-694	123	4	jacquet	jacquet	NOUN
ap-694	123	5	-	-	PUNCT
ap-694	123	6	lagreze	lagreze	NOUN
ap-694	123	7	,	,	PUNCT
ap-694	123	8	e.	e.	PROPN
ap-694	123	9	,	,	PUNCT
ap-694	123	10	siskos	siskos	PROPN
ap-694	123	11	,	,	PUNCT
ap-694	123	12	j.	j.	PROPN
ap-694	123	13	:	:	PUNCT
ap-694	123	14	“	"	PUNCT
ap-694	123	15	assessing	assess	VERB
ap-694	123	16	a	a	DET
ap-694	123	17	set	set	NOUN
ap-694	123	18	of	of	ADP
ap-694	123	19	additive	additive	ADJ
ap-694	123	20	utility	utility	NOUN
ap-694	123	21	functions	function	NOUN
ap-694	123	22	for	for	ADP
ap-694	123	23	multicriteria	multicriteria	PROPN
ap-694	123	24	decision	decision	NOUN
ap-694	123	25	making	making	NOUN
ap-694	123	26	,	,	PUNCT
ap-694	123	27	the	the	DET
ap-694	123	28	uta	uta	PROPN
ap-694	123	29	method	method	NOUN
ap-694	123	30	.	.	PUNCT
ap-694	123	31	”	"	PUNCT
ap-694	124	1	european	european	PROPN
ap-694	124	2	journal	journal	PROPN
ap-694	124	3	of	of	ADP
ap-694	124	4	operation	operation	NOUN
ap-694	124	5	research	research	NOUN
ap-694	124	6	,	,	PUNCT
ap-694	124	7	vol	vol	NOUN
ap-694	124	8	.	.	PROPN
ap-694	124	9	10	10	NUM
ap-694	124	10	(	(	PUNCT
ap-694	124	11	1982	1982	NUM
ap-694	124	12	)	)	PUNCT
ap-694	124	13	,	,	PUNCT
ap-694	124	14	p.	p.	NOUN
ap-694	124	15	151–164	151–164	NUM
ap-694	124	16	.	.	PUNCT
ap-694	125	1	[	[	X
ap-694	125	2	6	6	NUM
ap-694	125	3	]	]	X
ap-694	125	4	hwang	hwang	PROPN
ap-694	125	5	,	,	PUNCT
ap-694	125	6	c.	c.	PROPN
ap-694	125	7	l.	l.	PROPN
ap-694	125	8	,	,	PUNCT
ap-694	125	9	yoon	yoon	PROPN
ap-694	125	10	,	,	PUNCT
ap-694	125	11	k.	k.	PROPN
ap-694	125	12	:	:	PUNCT
ap-694	125	13	multiple	multiple	ADJ
ap-694	125	14	attribute	attribute	NOUN
ap-694	125	15	decision	decision	NOUN
ap-694	125	16	making	making	NOUN
ap-694	125	17	–	–	PUNCT
ap-694	125	18	methods	method	NOUN
ap-694	125	19	and	and	CCONJ
ap-694	125	20	applications	application	NOUN
ap-694	125	21	:	:	PUNCT
ap-694	125	22	a	a	DET
ap-694	125	23	state	state	NOUN
ap-694	125	24	-	-	PUNCT
ap-694	125	25	of	of	ADP
ap-694	125	26	-	-	PUNCT
ap-694	125	27	the	the	DET
ap-694	125	28	-	-	PUNCT
ap-694	125	29	art	art	NOUN
ap-694	125	30	survey	survey	NOUN
ap-694	125	31	,	,	PUNCT
ap-694	125	32	1981	1981	NUM
ap-694	125	33	,	,	PUNCT
ap-694	125	34	springer	springer	NOUN
ap-694	125	35	-	-	PUNCT
ap-694	125	36	verlag	verlag	PROPN
ap-694	125	37	,	,	PUNCT
ap-694	125	38	berlin	berlin	PROPN
ap-694	125	39	.	.	PUNCT
ap-694	126	1	[	[	X
ap-694	126	2	7	7	NUM
ap-694	126	3	]	]	PUNCT
ap-694	126	4	saaty	saaty	NOUN
ap-694	126	5	,	,	PUNCT
ap-694	126	6	t.	t.	PROPN
ap-694	126	7	l.	l.	PROPN
ap-694	126	8	:	:	PUNCT
ap-694	126	9	“	"	PUNCT
ap-694	126	10	how	how	SCONJ
ap-694	126	11	to	to	PART
ap-694	126	12	make	make	VERB
ap-694	126	13	a	a	DET
ap-694	126	14	decision	decision	NOUN
ap-694	126	15	:	:	PUNCT
ap-694	126	16	the	the	DET
ap-694	126	17	analytical	analytical	ADJ
ap-694	126	18	hierarchy	hierarchy	NOUN
ap-694	126	19	process	process	NOUN
ap-694	126	20	.	.	PUNCT
ap-694	126	21	”	"	PUNCT
ap-694	126	22	interfaces	interface	NOUN
ap-694	126	23	,	,	PUNCT
ap-694	126	24	vol	vol	NOUN
ap-694	126	25	.	.	PROPN
ap-694	126	26	24	24	NUM
ap-694	126	27	(	(	PUNCT
ap-694	126	28	1994	1994	NUM
ap-694	126	29	)	)	PUNCT
ap-694	126	30	,	,	PUNCT
ap-694	126	31	no	no	INTJ
ap-694	126	32	.	.	NOUN
ap-694	126	33	6	6	NUM
ap-694	126	34	,	,	PUNCT
ap-694	126	35	p.	p.	NOUN
ap-694	126	36	19–43	19–43	NUM
ap-694	126	37	.	.	PUNCT
ap-694	127	1	[	[	X
ap-694	127	2	8	8	NUM
ap-694	127	3	]	]	X
ap-694	127	4	wang	wang	PROPN
ap-694	127	5	,	,	PUNCT
ap-694	127	6	j.	j.	PROPN
ap-694	127	7	:	:	PUNCT
ap-694	127	8	“	"	PUNCT
ap-694	127	9	a	a	DET
ap-694	127	10	neural	neural	ADJ
ap-694	127	11	network	network	NOUN
ap-694	127	12	approach	approach	NOUN
ap-694	127	13	to	to	ADP
ap-694	127	14	modelling	model	VERB
ap-694	127	15	fuzzy	fuzzy	ADJ
ap-694	127	16	preference	preference	NOUN
ap-694	127	17	relations	relation	NOUN
ap-694	127	18	for	for	ADP
ap-694	127	19	multicriteria	multicriteria	PROPN
ap-694	127	20	decision	decision	NOUN
ap-694	127	21	making	make	VERB
ap-694	127	22	.	.	PUNCT
ap-694	127	23	”	"	PUNCT
ap-694	127	24	computers	computer	NOUN
ap-694	127	25	and	and	CCONJ
ap-694	127	26	operations	operation	NOUN
ap-694	127	27	research	research	NOUN
ap-694	127	28	,	,	PUNCT
ap-694	127	29	vol	vol	NOUN
ap-694	127	30	.	.	PROPN
ap-694	127	31	21	21	NUM
ap-694	127	32	(	(	PUNCT
ap-694	127	33	1994	1994	NUM
ap-694	127	34	)	)	PUNCT
ap-694	127	35	,	,	PUNCT
ap-694	127	36	no	no	INTJ
ap-694	127	37	.	.	NOUN
ap-694	127	38	9	9	NUM
ap-694	127	39	,	,	PUNCT
ap-694	127	40	p.	p.	NOUN
ap-694	127	41	991–1000	991–1000	NUM
ap-694	127	42	.	.	PUNCT
ap-694	128	1	[	[	X
ap-694	128	2	9	9	NUM
ap-694	128	3	]	]	X
ap-694	128	4	patternson	patternson	NOUN
ap-694	128	5	,	,	PUNCT
ap-694	128	6	d.	d.	PROPN
ap-694	128	7	w.	w.	PROPN
ap-694	128	8	:	:	PUNCT
ap-694	128	9	artificial	artificial	ADJ
ap-694	128	10	neural	neural	ADJ
ap-694	128	11	networks	network	NOUN
ap-694	128	12	:	:	PUNCT
ap-694	128	13	theory	theory	NOUN
ap-694	128	14	and	and	CCONJ
ap-694	128	15	application	application	NOUN
ap-694	128	16	,	,	PUNCT
ap-694	128	17	eaglewood	eaglewood	NOUN
ap-694	128	18	cliffs	cliff	NOUN
ap-694	128	19	,	,	PUNCT
ap-694	128	20	nj	nj	PROPN
ap-694	128	21	prentice	prentice	PROPN
ap-694	128	22	hall	hall	PROPN
ap-694	128	23	,	,	PUNCT
ap-694	128	24	1997	1997	NUM
ap-694	128	25	.	.	PUNCT
ap-694	129	1	[	[	X
ap-694	129	2	10	10	NUM
ap-694	129	3	]	]	X
ap-694	129	4	tan	tan	PROPN
ap-694	129	5	,	,	PUNCT
ap-694	129	6	k.	k.	PROPN
ap-694	129	7	,	,	PUNCT
ap-694	129	8	sen	sen	PROPN
ap-694	129	9	,	,	PUNCT
ap-694	129	10	p.	p.	NOUN
ap-694	129	11	:	:	PUNCT
ap-694	129	12	“	"	PUNCT
ap-694	129	13	the	the	DET
ap-694	129	14	application	application	NOUN
ap-694	129	15	of	of	ADP
ap-694	129	16	a	a	DET
ap-694	129	17	decomposition	decomposition	NOUN
ap-694	129	18	and	and	CCONJ
ap-694	129	19	reuse	reuse	NOUN
ap-694	129	20	approach	approach	NOUN
ap-694	129	21	in	in	ADP
ap-694	129	22	marine	marine	ADJ
ap-694	129	23	design	design	NOUN
ap-694	129	24	.	.	PUNCT
ap-694	129	25	”	"	PUNCT
ap-694	129	26	prads	prad	NOUN
ap-694	129	27	2001	2001	NUM
ap-694	129	28	,	,	PUNCT
ap-694	129	29	practical	practical	ADJ
ap-694	129	30	design	design	NOUN
ap-694	129	31	of	of	ADP
ap-694	129	32	ships	ship	NOUN
ap-694	129	33	&	&	CCONJ
ap-694	129	34	other	other	ADJ
ap-694	129	35	floating	float	VERB
ap-694	129	36	structures	structure	NOUN
ap-694	129	37	,	,	PUNCT
ap-694	129	38	8th	8th	ADJ
ap-694	129	39	intl	intl	PROPN
ap-694	129	40	conf	conf	NOUN
ap-694	129	41	,	,	PUNCT
ap-694	129	42	september	september	PROPN
ap-694	129	43	16th–21st	16th–21st	NUM
ap-694	129	44	2001	2001	NUM
ap-694	129	45	,	,	PUNCT
ap-694	129	46	shanghai	shanghai	PROPN
ap-694	129	47	,	,	PUNCT
ap-694	129	48	china	china	PROPN
ap-694	129	49	.	.	PUNCT
ap-694	130	1	[	[	X
ap-694	130	2	11	11	NUM
ap-694	130	3	]	]	PUNCT
ap-694	130	4	vergeest	verge	ADJ
ap-694	130	5	j.	j.	PROPN
ap-694	130	6	s.	s.	PROPN
ap-694	130	7	m.	m.	PROPN
ap-694	130	8	,	,	PUNCT
ap-694	130	9	egmond	egmond	PROPN
ap-694	130	10	,	,	PUNCT
ap-694	130	11	r.	r.	PROPN
ap-694	130	12	,	,	PUNCT
ap-694	130	13	dumitrescu	dumitrescu	PROPN
ap-694	130	14	,	,	PUNCT
ap-694	130	15	r.	r.	PROPN
ap-694	130	16	:	:	PUNCT
ap-694	130	17	correlating	correlate	VERB
ap-694	130	18	shape	shape	NOUN
ap-694	130	19	parameters	parameter	NOUN
ap-694	130	20	to	to	ADP
ap-694	130	21	customer	customer	NOUN
ap-694	130	22	preference	preference	NOUN
ap-694	130	23	,	,	PUNCT
ap-694	130	24	proceedings	proceeding	NOUN
ap-694	130	25	of	of	ADP
ap-694	130	26	the	the	DET
ap-694	130	27	tmce	tmce	NOUN
ap-694	130	28	,	,	PUNCT
ap-694	130	29	2002	2002	NUM
ap-694	130	30	april	april	PROPN
ap-694	130	31	,	,	PUNCT
ap-694	130	32	wuhan	wuhan	PROPN
ap-694	130	33	,	,	PUNCT
ap-694	130	34	china	china	PROPN
ap-694	130	35	.	.	PUNCT
ap-694	131	1	john	john	PROPN
ap-694	131	2	k.	k.	PROPN
ap-694	131	3	tan	tan	PROPN
ap-694	131	4	,	,	PUNCT
ap-694	131	5	ph.d	ph.d	PROPN
ap-694	131	6	.	.	PUNCT
ap-694	132	1	e	e	X
ap-694	132	2	-	-	NOUN
ap-694	132	3	mail	mail	NOUN
ap-694	132	4	:	:	PUNCT
ap-694	132	5	k.tan@unn.ac.uk	k.tan@unn.ac.uk	PROPN
ap-694	132	6	school	school	NOUN
ap-694	132	7	of	of	ADP
ap-694	132	8	engineering	engineering	PROPN
ap-694	132	9	&	&	CCONJ
ap-694	132	10	technology	technology	PROPN
ap-694	132	11	ellison	ellison	PROPN
ap-694	132	12	building	building	PROPN
ap-694	132	13	northumbria	northumbria	PROPN
ap-694	132	14	university	university	PROPN
ap-694	132	15	newcastle	newcastle	PROPN
ap-694	132	16	upon	upon	SCONJ
ap-694	132	17	tyne	tyne	PROPN
ap-694	132	18	,	,	PUNCT
ap-694	132	19	ne1	ne1	PROPN
ap-694	132	20	8st	8st	PROPN
ap-694	132	21	united	united	PROPN
ap-694	132	22	kingdom	kingdom	PROPN
ap-694	133	1	©	©	PROPN
ap-694	133	2	czech	czech	PROPN
ap-694	133	3	technical	technical	PROPN
ap-694	133	4	university	university	PROPN
ap-694	133	5	publishing	publishing	NOUN
ap-694	133	6	house	house	NOUN
ap-694	133	7	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-694	133	8	9	9	NUM
ap-694	133	9	czech	czech	PROPN
ap-694	133	10	technical	technical	PROPN
ap-694	133	11	university	university	PROPN
ap-694	133	12	in	in	ADP
ap-694	133	13	prague	prague	PROPN
ap-694	133	14	acta	acta	PROPN
ap-694	133	15	polytechnica	polytechnica	PROPN
ap-694	133	16	vol	vol	NOUN
ap-694	133	17	.	.	PROPN
ap-694	134	1	45	45	NUM
ap-694	134	2	no	no	NOUN
ap-694	134	3	.	.	PUNCT
ap-694	135	1	3/2005	3/2005	NUM