id	sid	tid	token	lemma	pos
ap-5393	1	1	acta	acta	PROPN
ap-5393	1	2	polytechnica	polytechnica	PROPN
ap-5393	1	3	doi:10.14311	doi:10.14311	PROPN
ap-5393	1	4	/	/	SYM
ap-5393	1	5	ap.2020.60.0056	ap.2020.60.0056	PROPN
ap-5393	1	6	acta	acta	PROPN
ap-5393	1	7	polytechnica	polytechnica	PROPN
ap-5393	1	8	60(1):56–64	60(1):56–64	NUM
ap-5393	1	9	,	,	PUNCT
ap-5393	1	10	2020	2020	NUM
ap-5393	1	11	©	©	PROPN
ap-5393	1	12	czech	czech	PROPN
ap-5393	1	13	technical	technical	PROPN
ap-5393	1	14	university	university	PROPN
ap-5393	1	15	in	in	ADP
ap-5393	1	16	prague	prague	PROPN
ap-5393	1	17	,	,	PUNCT
ap-5393	1	18	2020	2020	NUM
ap-5393	1	19	available	available	ADJ
ap-5393	1	20	online	online	ADV
ap-5393	1	21	at	at	ADP
ap-5393	1	22	https://ojs.cvut.cz/ojs/index.php/ap	https://ojs.cvut.cz/ojs/index.php/ap	PROPN
ap-5393	1	23	suitable	suitable	ADJ
ap-5393	1	24	production	production	NOUN
ap-5393	1	25	tools	tool	NOUN
ap-5393	1	26	selection	selection	NOUN
ap-5393	1	27	with	with	ADP
ap-5393	1	28	the	the	DET
ap-5393	1	29	use	use	NOUN
ap-5393	1	30	of	of	ADP
ap-5393	1	31	evolutionary	evolutionary	ADJ
ap-5393	1	32	algorithms	algorithm	NOUN
ap-5393	1	33	petr	petr	PROPN
ap-5393	1	34	hyneka,∗	hyneka,∗	PROPN
ap-5393	1	35	,	,	PUNCT
ap-5393	1	36	viktor	viktor	NOUN
ap-5393	1	37	kreibicha	kreibicha	PROPN
ap-5393	1	38	,	,	PUNCT
ap-5393	1	39	roman	roman	ADJ
ap-5393	1	40	firtb	firtb	VERB
ap-5393	1	41	a	a	DET
ap-5393	1	42	czech	czech	PROPN
ap-5393	1	43	technical	technical	PROPN
ap-5393	1	44	university	university	PROPN
ap-5393	1	45	in	in	ADP
ap-5393	1	46	prague	prague	PROPN
ap-5393	1	47	,	,	PUNCT
ap-5393	1	48	faculty	faculty	NOUN
ap-5393	1	49	of	of	ADP
ap-5393	1	50	mechanical	mechanical	ADJ
ap-5393	1	51	engineering	engineering	NOUN
ap-5393	1	52	,	,	PUNCT
ap-5393	1	53	department	department	NOUN
ap-5393	1	54	of	of	ADP
ap-5393	1	55	manufacturing	manufacturing	NOUN
ap-5393	1	56	technology	technology	NOUN
ap-5393	1	57	,	,	PUNCT
ap-5393	1	58	technická	technická	NOUN
ap-5393	1	59	4	4	NUM
ap-5393	1	60	,	,	PUNCT
ap-5393	1	61	166	166	NUM
ap-5393	1	62	07	07	NUM
ap-5393	1	63	praha	praha	PROPN
ap-5393	1	64	6	6	NUM
ap-5393	1	65	,	,	PUNCT
ap-5393	1	66	czech	czech	PROPN
ap-5393	1	67	republic	republic	PROPN
ap-5393	1	68	b	b	PROPN
ap-5393	1	69	volkswagen	volkswagen	PROPN
ap-5393	1	70	ag	ag	PROPN
ap-5393	1	71	,	,	PUNCT
ap-5393	1	72	department	department	NOUN
ap-5393	1	73	of	of	ADP
ap-5393	1	74	automation	automation	NOUN
ap-5393	1	75	engineering	engineering	NOUN
ap-5393	1	76	,	,	PUNCT
ap-5393	1	77	letter	letter	NOUN
ap-5393	1	78	box	box	PROPN
ap-5393	1	79	011/13990	011/13990	NUM
ap-5393	1	80	,	,	PUNCT
ap-5393	1	81	38436	38436	NUM
ap-5393	1	82	wolfsburg	wolfsburg	PROPN
ap-5393	1	83	,	,	PUNCT
ap-5393	1	84	germany	germany	PROPN
ap-5393	1	85	∗	∗	NOUN
ap-5393	1	86	corresponding	correspond	VERB
ap-5393	1	87	author	author	NOUN
ap-5393	1	88	:	:	PUNCT
ap-5393	1	89	hynekp1@centrum.cz	hynekp1@centrum.cz	PRON
ap-5393	1	90	abstract	abstract	ADJ
ap-5393	1	91	.	.	PUNCT
ap-5393	2	1	this	this	DET
ap-5393	2	2	paper	paper	NOUN
ap-5393	2	3	deals	deal	NOUN
ap-5393	2	4	with	with	ADP
ap-5393	2	5	the	the	DET
ap-5393	2	6	use	use	NOUN
ap-5393	2	7	of	of	ADP
ap-5393	2	8	a	a	DET
ap-5393	2	9	production	production	NOUN
ap-5393	2	10	equipment	equipment	NOUN
ap-5393	2	11	simulation	simulation	NOUN
ap-5393	2	12	in	in	ADP
ap-5393	2	13	the	the	DET
ap-5393	2	14	design	design	NOUN
ap-5393	2	15	of	of	ADP
ap-5393	2	16	production	production	NOUN
ap-5393	2	17	systems	system	NOUN
ap-5393	2	18	,	,	PUNCT
ap-5393	2	19	more	more	ADV
ap-5393	2	20	specifically	specifically	ADV
ap-5393	2	21	the	the	DET
ap-5393	2	22	welding	welding	NOUN
ap-5393	2	23	equipment	equipment	NOUN
ap-5393	2	24	in	in	ADP
ap-5393	2	25	the	the	DET
ap-5393	2	26	automotive	automotive	ADJ
ap-5393	2	27	industry	industry	NOUN
ap-5393	2	28	.	.	PUNCT
ap-5393	3	1	based	base	VERB
ap-5393	3	2	on	on	ADP
ap-5393	3	3	the	the	DET
ap-5393	3	4	simulation	simulation	NOUN
ap-5393	3	5	results	result	NOUN
ap-5393	3	6	,	,	PUNCT
ap-5393	3	7	a	a	DET
ap-5393	3	8	matrix	matrix	NOUN
ap-5393	3	9	,	,	PUNCT
ap-5393	3	10	which	which	PRON
ap-5393	3	11	defines	define	VERB
ap-5393	3	12	the	the	DET
ap-5393	3	13	possibility	possibility	NOUN
ap-5393	3	14	of	of	ADP
ap-5393	3	15	using	use	VERB
ap-5393	3	16	given	give	VERB
ap-5393	3	17	manufacturing	manufacturing	NOUN
ap-5393	3	18	tools	tool	NOUN
ap-5393	3	19	(	(	PUNCT
ap-5393	3	20	in	in	ADP
ap-5393	3	21	this	this	DET
ap-5393	3	22	case	case	NOUN
ap-5393	3	23	welding	welding	NOUN
ap-5393	3	24	guns	gun	NOUN
ap-5393	3	25	are	be	AUX
ap-5393	3	26	considered	consider	VERB
ap-5393	3	27	)	)	PUNCT
ap-5393	3	28	to	to	PART
ap-5393	3	29	connect	connect	VERB
ap-5393	3	30	the	the	DET
ap-5393	3	31	plates	plate	NOUN
ap-5393	3	32	using	use	VERB
ap-5393	3	33	the	the	DET
ap-5393	3	34	electrical	electrical	ADJ
ap-5393	3	35	resistance	resistance	NOUN
ap-5393	3	36	spot	spot	NOUN
ap-5393	3	37	welding	welding	NOUN
ap-5393	3	38	process	process	NOUN
ap-5393	3	39	,	,	PUNCT
ap-5393	3	40	is	be	AUX
ap-5393	3	41	created	create	VERB
ap-5393	3	42	.	.	PUNCT
ap-5393	4	1	this	this	DET
ap-5393	4	2	matrix	matrix	NOUN
ap-5393	4	3	generates	generate	VERB
ap-5393	4	4	a	a	DET
ap-5393	4	5	set	set	NOUN
ap-5393	4	6	of	of	ADP
ap-5393	4	7	several	several	ADJ
ap-5393	4	8	numbers	number	NOUN
ap-5393	4	9	of	of	ADP
ap-5393	4	10	solutions	solution	NOUN
ap-5393	4	11	depending	depend	VERB
ap-5393	4	12	on	on	ADP
ap-5393	4	13	other	other	ADJ
ap-5393	4	14	parameters	parameter	NOUN
ap-5393	4	15	,	,	PUNCT
ap-5393	4	16	such	such	ADJ
ap-5393	4	17	as	as	ADP
ap-5393	4	18	the	the	DET
ap-5393	4	19	lowest	low	ADJ
ap-5393	4	20	price	price	NOUN
ap-5393	4	21	,	,	PUNCT
ap-5393	4	22	the	the	DET
ap-5393	4	23	lowest	low	ADJ
ap-5393	4	24	number	number	NOUN
ap-5393	4	25	of	of	ADP
ap-5393	4	26	used	use	VERB
ap-5393	4	27	welding	welding	NOUN
ap-5393	4	28	guns	gun	NOUN
ap-5393	4	29	,	,	PUNCT
ap-5393	4	30	etc	etc	X
ap-5393	4	31	.	.	X
ap-5393	5	1	the	the	DET
ap-5393	5	2	goal	goal	NOUN
ap-5393	5	3	is	be	AUX
ap-5393	5	4	to	to	PART
ap-5393	5	5	solve	solve	VERB
ap-5393	5	6	this	this	DET
ap-5393	5	7	task	task	NOUN
ap-5393	5	8	.	.	PUNCT
ap-5393	6	1	the	the	DET
ap-5393	6	2	solution	solution	NOUN
ap-5393	6	3	is	be	AUX
ap-5393	6	4	presented	present	VERB
ap-5393	6	5	using	use	VERB
ap-5393	6	6	mathematical	mathematical	ADJ
ap-5393	6	7	programming	programming	NOUN
ap-5393	6	8	.	.	PUNCT
ap-5393	7	1	specifically	specifically	ADV
ap-5393	7	2	,	,	PUNCT
ap-5393	7	3	the	the	DET
ap-5393	7	4	method	method	NOUN
ap-5393	7	5	of	of	ADP
ap-5393	7	6	genetic	genetic	ADJ
ap-5393	7	7	evolutionary	evolutionary	ADJ
ap-5393	7	8	algorithms	algorithms	NOUN
ap-5393	7	9	is	be	AUX
ap-5393	7	10	being	be	AUX
ap-5393	7	11	used	use	VERB
ap-5393	7	12	.	.	PUNCT
ap-5393	8	1	the	the	DET
ap-5393	8	2	solver	solver	ADJ
ap-5393	8	3	software	software	NOUN
ap-5393	8	4	is	be	AUX
ap-5393	8	5	used	use	VERB
ap-5393	8	6	to	to	PART
ap-5393	8	7	optimize	optimize	VERB
ap-5393	8	8	the	the	DET
ap-5393	8	9	selection	selection	NOUN
ap-5393	8	10	of	of	ADP
ap-5393	8	11	the	the	DET
ap-5393	8	12	welding	welding	NOUN
ap-5393	8	13	guns	gun	NOUN
ap-5393	8	14	’	'	PUNCT
ap-5393	8	15	combination	combination	NOUN
ap-5393	8	16	.	.	PUNCT
ap-5393	9	1	the	the	DET
ap-5393	9	2	solver	solver	NOUN
ap-5393	9	3	is	be	AUX
ap-5393	9	4	an	an	DET
ap-5393	9	5	add	add	VERB
ap-5393	9	6	-	-	PUNCT
ap-5393	9	7	on	on	ADP
ap-5393	9	8	in	in	ADP
ap-5393	9	9	ms	ms	PROPN
ap-5393	9	10	excel	excel	NOUN
ap-5393	9	11	.	.	PUNCT
ap-5393	10	1	the	the	DET
ap-5393	10	2	case	case	NOUN
ap-5393	10	3	study	study	NOUN
ap-5393	10	4	shows	show	VERB
ap-5393	10	5	15	15	NUM
ap-5393	10	6	welding	welding	NOUN
ap-5393	10	7	points	point	NOUN
ap-5393	10	8	weldment	weldment	NOUN
ap-5393	10	9	on	on	ADP
ap-5393	10	10	which	which	PRON
ap-5393	10	11	the	the	DET
ap-5393	10	12	availability	availability	NOUN
ap-5393	10	13	of	of	ADP
ap-5393	10	14	20	20	NUM
ap-5393	10	15	types	type	NOUN
ap-5393	10	16	of	of	ADP
ap-5393	10	17	welding	welding	NOUN
ap-5393	10	18	guns	gun	NOUN
ap-5393	10	19	was	be	AUX
ap-5393	10	20	simulated	simulate	VERB
ap-5393	10	21	.	.	PUNCT
ap-5393	11	1	the	the	DET
ap-5393	11	2	result	result	NOUN
ap-5393	11	3	is	be	AUX
ap-5393	11	4	an	an	DET
ap-5393	11	5	ideal	ideal	ADJ
ap-5393	11	6	combination	combination	NOUN
ap-5393	11	7	of	of	ADP
ap-5393	11	8	2	2	NUM
ap-5393	11	9	types	type	NOUN
ap-5393	11	10	of	of	ADP
ap-5393	11	11	guns	gun	NOUN
ap-5393	11	12	for	for	ADP
ap-5393	11	13	the	the	DET
ap-5393	11	14	lowest	low	ADJ
ap-5393	11	15	price	price	NOUN
ap-5393	11	16	.	.	PUNCT
ap-5393	12	1	keywords	keyword	NOUN
ap-5393	12	2	:	:	PUNCT
ap-5393	12	3	design	design	NOUN
ap-5393	12	4	process	process	NOUN
ap-5393	12	5	,	,	PUNCT
ap-5393	12	6	production	production	NOUN
ap-5393	12	7	system	system	NOUN
ap-5393	12	8	,	,	PUNCT
ap-5393	12	9	production	production	NOUN
ap-5393	12	10	process	process	NOUN
ap-5393	12	11	,	,	PUNCT
ap-5393	12	12	simulation	simulation	NOUN
ap-5393	12	13	,	,	PUNCT
ap-5393	12	14	body	body	NOUN
ap-5393	12	15	shop	shop	NOUN
ap-5393	12	16	,	,	PUNCT
ap-5393	12	17	automotive	automotive	ADJ
ap-5393	12	18	industry	industry	NOUN
ap-5393	12	19	,	,	PUNCT
ap-5393	12	20	evolutionary	evolutionary	ADJ
ap-5393	12	21	algorithms	algorithm	NOUN
ap-5393	12	22	.	.	PUNCT
ap-5393	13	1	1	1	X
ap-5393	13	2	.	.	X
ap-5393	13	3	introduction	introduction	NOUN
ap-5393	13	4	generally	generally	ADV
ap-5393	13	5	,	,	PUNCT
ap-5393	13	6	the	the	DET
ap-5393	13	7	design	design	NOUN
ap-5393	13	8	and	and	CCONJ
ap-5393	13	9	the	the	DET
ap-5393	13	10	optimization	optimization	NOUN
ap-5393	13	11	in	in	ADP
ap-5393	13	12	the	the	DET
ap-5393	13	13	automotive	automotive	ADJ
ap-5393	13	14	industry	industry	NOUN
ap-5393	13	15	equipment	equipment	NOUN
ap-5393	13	16	is	be	AUX
ap-5393	13	17	driven	drive	VERB
ap-5393	13	18	forward	forward	ADV
ap-5393	13	19	by	by	ADP
ap-5393	13	20	the	the	DET
ap-5393	13	21	constant	constant	ADJ
ap-5393	13	22	search	search	NOUN
ap-5393	13	23	for	for	ADP
ap-5393	13	24	an	an	DET
ap-5393	13	25	ideal	ideal	ADJ
ap-5393	13	26	solution	solution	NOUN
ap-5393	13	27	.	.	PUNCT
ap-5393	14	1	this	this	PRON
ap-5393	14	2	can	can	AUX
ap-5393	14	3	be	be	AUX
ap-5393	14	4	generalized	generalize	VERB
ap-5393	14	5	for	for	ADP
ap-5393	14	6	any	any	DET
ap-5393	14	7	production	production	NOUN
ap-5393	14	8	industry	industry	NOUN
ap-5393	14	9	.	.	PUNCT
ap-5393	15	1	equipment	equipment	NOUN
ap-5393	15	2	can	can	AUX
ap-5393	15	3	be	be	AUX
ap-5393	15	4	considered	consider	VERB
ap-5393	15	5	as	as	ADP
ap-5393	15	6	ideal	ideal	ADJ
ap-5393	15	7	when	when	SCONJ
ap-5393	15	8	it	it	PRON
ap-5393	15	9	meets	meet	VERB
ap-5393	15	10	the	the	DET
ap-5393	15	11	following	following	ADJ
ap-5393	15	12	basic	basic	ADJ
ap-5393	15	13	conditions	condition	NOUN
ap-5393	15	14	:	:	PUNCT
ap-5393	15	15	•	•	NUM
ap-5393	15	16	lowest	low	ADJ
ap-5393	15	17	price	price	NOUN
ap-5393	15	18	•	•	NUM
ap-5393	15	19	minimal	minimal	ADJ
ap-5393	15	20	production	production	NOUN
ap-5393	15	21	area	area	NOUN
ap-5393	15	22	•	•	NOUN
ap-5393	15	23	required	require	VERB
ap-5393	15	24	capacity	capacity	NOUN
ap-5393	15	25	•	•	ADP
ap-5393	15	26	reaching	reach	VERB
ap-5393	15	27	legal	legal	ADJ
ap-5393	15	28	regulations	regulation	NOUN
ap-5393	15	29	and	and	CCONJ
ap-5393	15	30	standards	standard	NOUN
ap-5393	15	31	•	•	NOUN
ap-5393	15	32	flexibility	flexibility	NOUN
ap-5393	15	33	•	•	NOUN
ap-5393	15	34	ergonomics	ergonomic	NOUN
ap-5393	15	35	the	the	DET
ap-5393	15	36	system	system	NOUN
ap-5393	15	37	design	design	NOUN
ap-5393	15	38	and	and	CCONJ
ap-5393	15	39	even	even	ADV
ap-5393	15	40	overall	overall	ADJ
ap-5393	15	41	design	design	NOUN
ap-5393	15	42	of	of	ADP
ap-5393	15	43	production	production	NOUN
ap-5393	15	44	systems	system	NOUN
ap-5393	15	45	require	require	VERB
ap-5393	15	46	a	a	DET
ap-5393	15	47	step	step	NOUN
ap-5393	15	48	-	-	PUNCT
ap-5393	15	49	by	by	ADP
ap-5393	15	50	-	-	PUNCT
ap-5393	15	51	step	step	NOUN
ap-5393	15	52	modelling	modelling	NOUN
ap-5393	15	53	method	method	NOUN
ap-5393	15	54	,	,	PUNCT
ap-5393	15	55	i.e.	i.e.	X
ap-5393	15	56	creation	creation	NOUN
ap-5393	15	57	of	of	ADP
ap-5393	15	58	opportunities	opportunity	NOUN
ap-5393	15	59	and	and	CCONJ
ap-5393	15	60	their	their	PRON
ap-5393	15	61	technical	technical	ADJ
ap-5393	15	62	,	,	PUNCT
ap-5393	15	63	organizational	organizational	ADJ
ap-5393	15	64	and	and	CCONJ
ap-5393	15	65	economic	economic	ADJ
ap-5393	15	66	evaluation	evaluation	NOUN
ap-5393	15	67	.	.	PUNCT
ap-5393	16	1	for	for	ADP
ap-5393	16	2	more	more	ADV
ap-5393	16	3	complex	complex	ADJ
ap-5393	16	4	tasks	task	NOUN
ap-5393	16	5	,	,	PUNCT
ap-5393	16	6	it	it	PRON
ap-5393	16	7	is	be	AUX
ap-5393	16	8	necessary	necessary	ADJ
ap-5393	16	9	to	to	PART
ap-5393	16	10	use	use	VERB
ap-5393	16	11	simulations	simulation	NOUN
ap-5393	16	12	to	to	PART
ap-5393	16	13	evaluate	evaluate	VERB
ap-5393	16	14	the	the	DET
ap-5393	16	15	dynamic	dynamic	ADJ
ap-5393	16	16	ability	ability	NOUN
ap-5393	16	17	to	to	PART
ap-5393	16	18	coordinate	coordinate	VERB
ap-5393	16	19	all	all	DET
ap-5393	16	20	the	the	DET
ap-5393	16	21	functions	function	NOUN
ap-5393	16	22	and	and	CCONJ
ap-5393	16	23	elements	element	NOUN
ap-5393	16	24	of	of	ADP
ap-5393	16	25	the	the	DET
ap-5393	16	26	production	production	NOUN
ap-5393	16	27	system	system	NOUN
ap-5393	16	28	over	over	ADP
ap-5393	16	29	time	time	NOUN
ap-5393	16	30	,	,	PUNCT
ap-5393	16	31	occupying	occupy	VERB
ap-5393	16	32	space	space	NOUN
ap-5393	16	33	with	with	ADP
ap-5393	16	34	qualitative	qualitative	ADJ
ap-5393	16	35	and	and	CCONJ
ap-5393	16	36	quantitative	quantitative	ADJ
ap-5393	16	37	requirements	requirement	NOUN
ap-5393	16	38	.	.	PUNCT
ap-5393	17	1	[	[	X
ap-5393	17	2	1	1	NUM
ap-5393	17	3	]	]	PUNCT
ap-5393	17	4	production	production	NOUN
ap-5393	17	5	planning	planning	NOUN
ap-5393	17	6	is	be	AUX
ap-5393	17	7	a	a	DET
ap-5393	17	8	problem	problem	NOUN
ap-5393	17	9	of	of	ADP
ap-5393	17	10	multidimensional	multidimensional	ADJ
ap-5393	17	11	optimization	optimization	NOUN
ap-5393	17	12	where	where	SCONJ
ap-5393	17	13	there	there	PRON
ap-5393	17	14	is	be	VERB
ap-5393	17	15	a	a	DET
ap-5393	17	16	number	number	NOUN
ap-5393	17	17	of	of	ADP
ap-5393	17	18	partial	partial	ADJ
ap-5393	17	19	issues	issue	NOUN
ap-5393	17	20	,	,	PUNCT
ap-5393	17	21	such	such	ADJ
ap-5393	17	22	as	as	ADP
ap-5393	17	23	product	product	NOUN
ap-5393	17	24	selection	selection	NOUN
ap-5393	17	25	,	,	PUNCT
ap-5393	17	26	product	product	NOUN
ap-5393	17	27	allocation	allocation	NOUN
ap-5393	17	28	,	,	PUNCT
ap-5393	17	29	manufacturing	manufacturing	NOUN
ap-5393	17	30	sequence	sequence	NOUN
ap-5393	17	31	,	,	PUNCT
ap-5393	17	32	etc	etc	X
ap-5393	17	33	.	.	X
ap-5393	17	34	that	that	PRON
ap-5393	17	35	need	need	VERB
ap-5393	17	36	to	to	PART
ap-5393	17	37	be	be	AUX
ap-5393	17	38	solved	solve	VERB
ap-5393	17	39	at	at	ADP
ap-5393	17	40	the	the	DET
ap-5393	17	41	same	same	ADJ
ap-5393	17	42	time	time	NOUN
ap-5393	17	43	.	.	PUNCT
ap-5393	18	1	in	in	ADP
ap-5393	18	2	the	the	DET
ap-5393	18	3	following	follow	VERB
ap-5393	18	4	text	text	NOUN
ap-5393	18	5	,	,	PUNCT
ap-5393	18	6	an	an	DET
ap-5393	18	7	improved	improved	ADJ
ap-5393	18	8	genetic	genetic	ADJ
ap-5393	18	9	algorithm	algorithm	NOUN
ap-5393	18	10	is	be	AUX
ap-5393	18	11	introduced	introduce	VERB
ap-5393	18	12	to	to	PART
ap-5393	18	13	find	find	VERB
ap-5393	18	14	an	an	DET
ap-5393	18	15	ideal	ideal	ADJ
ap-5393	18	16	solution	solution	NOUN
ap-5393	18	17	.	.	PUNCT
ap-5393	19	1	experimental	experimental	ADJ
ap-5393	19	2	results	result	NOUN
ap-5393	19	3	have	have	AUX
ap-5393	19	4	proved	prove	VERB
ap-5393	19	5	that	that	SCONJ
ap-5393	19	6	the	the	DET
ap-5393	19	7	proposed	propose	VERB
ap-5393	19	8	genetic	genetic	ADJ
ap-5393	19	9	algorithm	algorithm	NOUN
ap-5393	19	10	structure	structure	NOUN
ap-5393	19	11	is	be	AUX
ap-5393	19	12	better	well	ADJ
ap-5393	19	13	than	than	ADP
ap-5393	19	14	a	a	DET
ap-5393	19	15	conventional	conventional	ADJ
ap-5393	19	16	structure	structure	NOUN
ap-5393	19	17	.	.	PUNCT
ap-5393	20	1	this	this	PRON
ap-5393	20	2	is	be	AUX
ap-5393	20	3	because	because	SCONJ
ap-5393	20	4	the	the	DET
ap-5393	20	5	proposed	propose	VERB
ap-5393	20	6	genetic	genetic	ADJ
ap-5393	20	7	algorithm	algorithm	NOUN
ap-5393	20	8	allows	allow	VERB
ap-5393	20	9	“	"	PUNCT
ap-5393	20	10	learning	learn	VERB
ap-5393	20	11	”	"	PUNCT
ap-5393	20	12	from	from	ADP
ap-5393	20	13	its	its	PRON
ap-5393	20	14	own	own	ADJ
ap-5393	20	15	experience	experience	NOUN
ap-5393	20	16	.	.	PUNCT
ap-5393	21	1	[	[	X
ap-5393	21	2	2	2	X
ap-5393	21	3	]	]	PUNCT
ap-5393	21	4	running	run	VERB
ap-5393	21	5	a	a	DET
ap-5393	21	6	simulation	simulation	NOUN
ap-5393	21	7	to	to	PART
ap-5393	21	8	support	support	VERB
ap-5393	21	9	production	production	NOUN
ap-5393	21	10	planning	planning	NOUN
ap-5393	21	11	can	can	AUX
ap-5393	21	12	be	be	AUX
ap-5393	21	13	used	use	VERB
ap-5393	21	14	for	for	ADP
ap-5393	21	15	an	an	DET
ap-5393	21	16	early	early	ADJ
ap-5393	21	17	issue	issue	NOUN
ap-5393	21	18	detection	detection	NOUN
ap-5393	21	19	[	[	X
ap-5393	21	20	3	3	NUM
ap-5393	21	21	]	]	PUNCT
ap-5393	21	22	.	.	PUNCT
ap-5393	22	1	simulations	simulation	NOUN
ap-5393	22	2	are	be	AUX
ap-5393	22	3	commonly	commonly	ADV
ap-5393	22	4	used	use	VERB
ap-5393	22	5	for	for	ADP
ap-5393	22	6	a	a	DET
ap-5393	22	7	design	design	NOUN
ap-5393	22	8	valuation	valuation	NOUN
ap-5393	22	9	during	during	ADP
ap-5393	22	10	the	the	DET
ap-5393	22	11	late	late	ADJ
ap-5393	22	12	stages	stage	NOUN
ap-5393	22	13	of	of	ADP
ap-5393	22	14	product	product	NOUN
ap-5393	22	15	development	development	NOUN
ap-5393	22	16	[	[	X
ap-5393	22	17	4	4	NUM
ap-5393	22	18	]	]	PUNCT
ap-5393	22	19	.	.	PUNCT
ap-5393	23	1	it	it	PRON
ap-5393	23	2	also	also	ADV
ap-5393	23	3	provides	provide	VERB
ap-5393	23	4	the	the	DET
ap-5393	23	5	ability	ability	NOUN
ap-5393	23	6	for	for	ADP
ap-5393	23	7	production	production	NOUN
ap-5393	23	8	capacities	capacity	NOUN
ap-5393	23	9	tests	test	NOUN
ap-5393	23	10	,	,	PUNCT
ap-5393	23	11	simulation	simulation	NOUN
ap-5393	23	12	model	model	NOUN
ap-5393	23	13	experiments	experiment	NOUN
ap-5393	23	14	and	and	CCONJ
ap-5393	23	15	various	various	ADJ
ap-5393	23	16	scenarios	scenario	NOUN
ap-5393	23	17	creations	creation	NOUN
ap-5393	23	18	[	[	X
ap-5393	23	19	3	3	NUM
ap-5393	23	20	]	]	PUNCT
ap-5393	23	21	.	.	PUNCT
ap-5393	24	1	hence	hence	ADV
ap-5393	24	2	,	,	PUNCT
ap-5393	24	3	research	research	NOUN
ap-5393	24	4	suggests	suggest	VERB
ap-5393	24	5	an	an	DET
ap-5393	24	6	early	early	ADJ
ap-5393	24	7	-	-	PUNCT
ap-5393	24	8	stage	stage	NOUN
ap-5393	24	9	systematic	systematic	ADJ
ap-5393	24	10	physical	physical	ADJ
ap-5393	24	11	analysis	analysis	NOUN
ap-5393	24	12	in	in	ADP
ap-5393	24	13	the	the	DET
ap-5393	24	14	product	product	NOUN
ap-5393	24	15	design	design	NOUN
ap-5393	24	16	.	.	PUNCT
ap-5393	25	1	there	there	PRON
ap-5393	25	2	are	be	VERB
ap-5393	25	3	also	also	ADV
ap-5393	25	4	examples	example	NOUN
ap-5393	25	5	using	use	VERB
ap-5393	25	6	different	different	ADJ
ap-5393	25	7	simulations	simulation	NOUN
ap-5393	25	8	to	to	PART
ap-5393	25	9	prove	prove	VERB
ap-5393	25	10	a	a	DET
ap-5393	25	11	product	product	NOUN
ap-5393	25	12	manufacturability	manufacturability	NOUN
ap-5393	25	13	.	.	PUNCT
ap-5393	26	1	however	however	ADV
ap-5393	26	2	,	,	PUNCT
ap-5393	26	3	there	there	PRON
ap-5393	26	4	is	be	VERB
ap-5393	26	5	a	a	DET
ap-5393	26	6	dearth	dearth	NOUN
ap-5393	26	7	of	of	ADP
ap-5393	26	8	research	research	NOUN
ap-5393	26	9	that	that	PRON
ap-5393	26	10	investigates	investigate	VERB
ap-5393	26	11	the	the	DET
ap-5393	26	12	application	application	NOUN
ap-5393	26	13	of	of	ADP
ap-5393	26	14	simulation	simulation	NOUN
ap-5393	26	15	tools	tool	NOUN
ap-5393	26	16	that	that	PRON
ap-5393	26	17	can	can	AUX
ap-5393	26	18	support	support	VERB
ap-5393	26	19	the	the	DET
ap-5393	26	20	assessment	assessment	NOUN
ap-5393	26	21	of	of	ADP
ap-5393	26	22	preliminary	preliminary	ADJ
ap-5393	26	23	production	production	NOUN
ap-5393	26	24	operations	operation	NOUN
ap-5393	26	25	that	that	PRON
ap-5393	26	26	utilizes	utilize	VERB
ap-5393	26	27	a	a	DET
ap-5393	26	28	variety	variety	NOUN
ap-5393	26	29	of	of	ADP
ap-5393	26	30	production	production	NOUN
ap-5393	26	31	resources	resource	NOUN
ap-5393	26	32	to	to	PART
ap-5393	26	33	produce	produce	VERB
ap-5393	26	34	the	the	DET
ap-5393	26	35	same	same	ADJ
ap-5393	26	36	emerging	emerge	VERB
ap-5393	26	37	product	product	NOUN
ap-5393	26	38	variety	variety	NOUN
ap-5393	26	39	[	[	X
ap-5393	26	40	4	4	NUM
ap-5393	26	41	]	]	PUNCT
ap-5393	26	42	.	.	PUNCT
ap-5393	27	1	big	big	ADJ
ap-5393	27	2	data	datum	NOUN
ap-5393	27	3	analysis	analysis	NOUN
ap-5393	27	4	has	have	AUX
ap-5393	27	5	been	be	AUX
ap-5393	27	6	successfully	successfully	ADV
ap-5393	27	7	used	use	VERB
ap-5393	27	8	in	in	ADP
ap-5393	27	9	many	many	ADJ
ap-5393	27	10	areas	area	NOUN
ap-5393	27	11	,	,	PUNCT
ap-5393	27	12	including	include	VERB
ap-5393	27	13	product	product	NOUN
ap-5393	27	14	lifecycle	lifecycle	NOUN
ap-5393	27	15	management	management	NOUN
ap-5393	27	16	,	,	PUNCT
ap-5393	27	17	supply	supply	NOUN
ap-5393	27	18	chain	chain	NOUN
ap-5393	27	19	management	management	NOUN
ap-5393	27	20	,	,	PUNCT
ap-5393	27	21	and	and	CCONJ
ap-5393	27	22	predictive	predictive	ADJ
ap-5393	27	23	maintenance	maintenance	NOUN
ap-5393	27	24	.	.	PUNCT
ap-5393	28	1	the	the	DET
ap-5393	28	2	aim	aim	NOUN
ap-5393	28	3	is	be	AUX
ap-5393	28	4	to	to	PART
ap-5393	28	5	design	design	VERB
ap-5393	28	6	a	a	DET
ap-5393	28	7	machining	machining	NOUN
ap-5393	28	8	optimization	optimization	NOUN
ap-5393	28	9	based	base	VERB
ap-5393	28	10	on	on	ADP
ap-5393	28	11	a	a	DET
ap-5393	28	12	big	big	ADJ
ap-5393	28	13	data	datum	NOUN
ap-5393	28	14	analysis	analysis	NOUN
ap-5393	28	15	.	.	PUNCT
ap-5393	29	1	each	each	DET
ap-5393	29	2	production	production	NOUN
ap-5393	29	3	machine	machine	NOUN
ap-5393	29	4	is	be	AUX
ap-5393	29	5	represented	represent	VERB
ap-5393	29	6	by	by	ADP
ap-5393	29	7	its	its	PRON
ap-5393	29	8	attributes	attribute	NOUN
ap-5393	29	9	.	.	PUNCT
ap-5393	30	1	once	once	SCONJ
ap-5393	30	2	the	the	DET
ap-5393	30	3	data	datum	NOUN
ap-5393	30	4	are	be	AUX
ap-5393	30	5	ready	ready	ADJ
ap-5393	30	6	,	,	PUNCT
ap-5393	30	7	the	the	DET
ap-5393	30	8	resources	resource	NOUN
ap-5393	30	9	are	be	AUX
ap-5393	30	10	optimized	optimize	VERB
ap-5393	30	11	.	.	PUNCT
ap-5393	31	1	this	this	DET
ap-5393	31	2	approach	approach	NOUN
ap-5393	31	3	is	be	AUX
ap-5393	31	4	validated	validate	VERB
ap-5393	31	5	by	by	ADP
ap-5393	31	6	a	a	DET
ap-5393	31	7	simplified	simplified	ADJ
ap-5393	31	8	case	case	NOUN
ap-5393	31	9	study	study	NOUN
ap-5393	31	10	with	with	ADP
ap-5393	31	11	implemented	implement	VERB
ap-5393	31	12	hybrid	hybrid	ADJ
ap-5393	31	13	genetic	genetic	ADJ
ap-5393	31	14	algorithms	algorithm	NOUN
ap-5393	31	15	.	.	PUNCT
ap-5393	32	1	[	[	X
ap-5393	32	2	5	5	X
ap-5393	32	3	]	]	PUNCT
ap-5393	32	4	the	the	DET
ap-5393	32	5	main	main	ADJ
ap-5393	32	6	technology	technology	NOUN
ap-5393	32	7	used	use	VERB
ap-5393	32	8	in	in	ADP
ap-5393	32	9	automotive	automotive	ADJ
ap-5393	32	10	bodywork	bodywork	NOUN
ap-5393	32	11	production	production	NOUN
ap-5393	32	12	lines	line	NOUN
ap-5393	32	13	is	be	AUX
ap-5393	32	14	electrical	electrical	ADJ
ap-5393	32	15	resistance	resistance	NOUN
ap-5393	32	16	spot	spot	NOUN
ap-5393	32	17	welding	welding	NOUN
ap-5393	32	18	.	.	PUNCT
ap-5393	33	1	when	when	SCONJ
ap-5393	33	2	designing	design	VERB
ap-5393	33	3	this	this	DET
ap-5393	33	4	type	type	NOUN
ap-5393	33	5	of	of	ADP
ap-5393	33	6	production	production	NOUN
ap-5393	33	7	line	line	NOUN
ap-5393	33	8	,	,	PUNCT
ap-5393	33	9	it	it	PRON
ap-5393	33	10	is	be	AUX
ap-5393	33	11	necessary	necessary	ADJ
ap-5393	33	12	to	to	PART
ap-5393	33	13	solve	solve	VERB
ap-5393	33	14	the	the	DET
ap-5393	33	15	appropriate	appropriate	ADJ
ap-5393	33	16	production	production	NOUN
ap-5393	33	17	tools	tool	NOUN
ap-5393	33	18	,	,	PUNCT
ap-5393	33	19	56	56	NUM
ap-5393	33	20	https://doi.org/10.14311/ap.2020.60.0056	https://doi.org/10.14311/ap.2020.60.0056	NUM
ap-5393	33	21	https://ojs.cvut.cz/ojs/index.php/ap	https://ojs.cvut.cz/ojs/index.php/ap	NUM
ap-5393	33	22	vol	vol	NOUN
ap-5393	33	23	.	.	PUNCT
ap-5393	34	1	60	60	NUM
ap-5393	35	1	no	no	INTJ
ap-5393	35	2	.	.	PUNCT
ap-5393	36	1	1/2020	1/2020	NUM
ap-5393	36	2	suitable	suitable	ADJ
ap-5393	36	3	production	production	NOUN
ap-5393	36	4	tools	tool	NOUN
ap-5393	36	5	selection	selection	NOUN
ap-5393	36	6	.	.	PUNCT
ap-5393	36	7	.	.	PUNCT
ap-5393	36	8	.	.	PUNCT
ap-5393	37	1	figure	figure	VERB
ap-5393	37	2	1	1	NUM
ap-5393	37	3	.	.	PUNCT
ap-5393	37	4	part	part	NOUN
ap-5393	37	5	list	list	NOUN
ap-5393	37	6	.	.	PUNCT
ap-5393	38	1	in	in	ADP
ap-5393	38	2	this	this	DET
ap-5393	38	3	case	case	NOUN
ap-5393	38	4	,	,	PUNCT
ap-5393	38	5	it	it	PRON
ap-5393	38	6	is	be	AUX
ap-5393	38	7	a	a	DET
ap-5393	38	8	selection	selection	NOUN
ap-5393	38	9	of	of	ADP
ap-5393	38	10	the	the	DET
ap-5393	38	11	most	most	ADV
ap-5393	38	12	suitable	suitable	ADJ
ap-5393	38	13	welding	welding	NOUN
ap-5393	38	14	guns	gun	NOUN
ap-5393	38	15	that	that	PRON
ap-5393	38	16	can	can	AUX
ap-5393	38	17	weld	weld	VERB
ap-5393	38	18	the	the	DET
ap-5393	38	19	prescribed	prescribed	ADJ
ap-5393	38	20	welding	welding	NOUN
ap-5393	38	21	points	point	NOUN
ap-5393	38	22	in	in	ADP
ap-5393	38	23	the	the	DET
ap-5393	38	24	required	require	VERB
ap-5393	38	25	quality	quality	NOUN
ap-5393	38	26	.	.	PUNCT
ap-5393	39	1	nowadays	nowadays	ADV
ap-5393	39	2	,	,	PUNCT
ap-5393	39	3	computer	computer	NOUN
ap-5393	39	4	simulation	simulation	NOUN
ap-5393	39	5	methods	method	NOUN
ap-5393	39	6	,	,	PUNCT
ap-5393	39	7	combined	combine	VERB
ap-5393	39	8	with	with	ADP
ap-5393	39	9	the	the	DET
ap-5393	39	10	experience	experience	NOUN
ap-5393	39	11	of	of	ADP
ap-5393	39	12	the	the	DET
ap-5393	39	13	product	product	NOUN
ap-5393	39	14	designer	designer	NOUN
ap-5393	39	15	are	be	AUX
ap-5393	39	16	used	use	VERB
ap-5393	39	17	to	to	PART
ap-5393	39	18	select	select	VERB
ap-5393	39	19	the	the	DET
ap-5393	39	20	best	good	ADJ
ap-5393	39	21	design	design	NOUN
ap-5393	39	22	of	of	ADP
ap-5393	39	23	welding	welding	NOUN
ap-5393	39	24	guns	gun	NOUN
ap-5393	39	25	.	.	PUNCT
ap-5393	40	1	in	in	ADP
ap-5393	40	2	order	order	NOUN
ap-5393	40	3	to	to	PART
ap-5393	40	4	run	run	VERB
ap-5393	40	5	the	the	DET
ap-5393	40	6	simulation	simulation	NOUN
ap-5393	40	7	with	with	ADP
ap-5393	40	8	production	production	NOUN
ap-5393	40	9	tools	tool	NOUN
ap-5393	40	10	,	,	PUNCT
ap-5393	40	11	it	it	PRON
ap-5393	40	12	is	be	AUX
ap-5393	40	13	necessary	necessary	ADJ
ap-5393	40	14	to	to	PART
ap-5393	40	15	prepare	prepare	VERB
ap-5393	40	16	a	a	DET
ap-5393	40	17	simulation	simulation	NOUN
ap-5393	40	18	model	model	NOUN
ap-5393	40	19	at	at	ADP
ap-5393	40	20	first	first	ADV
ap-5393	40	21	.	.	PUNCT
ap-5393	41	1	for	for	ADP
ap-5393	41	2	designing	design	VERB
ap-5393	41	3	welding	welding	NOUN
ap-5393	41	4	lines	line	NOUN
ap-5393	41	5	,	,	PUNCT
ap-5393	41	6	the	the	DET
ap-5393	41	7	czech	czech	ADJ
ap-5393	41	8	car	car	NOUN
ap-5393	41	9	manufacturer	manufacturer	NOUN
ap-5393	41	10	škoda	škoda	PROPN
ap-5393	41	11	auto	auto	PROPN
ap-5393	41	12	a.s	a.s	PROPN
ap-5393	41	13	.	.	PROPN
ap-5393	41	14	uses	use	VERB
ap-5393	41	15	planning	planning	NOUN
ap-5393	41	16	software	software	NOUN
ap-5393	41	17	called	call	VERB
ap-5393	41	18	process	process	NOUN
ap-5393	41	19	designer	designer	NOUN
ap-5393	41	20	by	by	ADP
ap-5393	41	21	siemens	siemen	NOUN
ap-5393	41	22	.	.	PUNCT
ap-5393	42	1	this	this	DET
ap-5393	42	2	software	software	NOUN
ap-5393	42	3	is	be	AUX
ap-5393	42	4	the	the	DET
ap-5393	42	5	first	first	ADJ
ap-5393	42	6	used	use	VERB
ap-5393	42	7	to	to	PART
ap-5393	42	8	prepare	prepare	VERB
ap-5393	42	9	a	a	DET
ap-5393	42	10	product	product	NOUN
ap-5393	42	11	,	,	PUNCT
ap-5393	42	12	in	in	ADP
ap-5393	42	13	a	a	DET
ap-5393	42	14	specified	specified	ADJ
ap-5393	42	15	case	case	NOUN
ap-5393	42	16	,	,	PUNCT
ap-5393	42	17	it	it	PRON
ap-5393	42	18	is	be	AUX
ap-5393	42	19	part	part	NOUN
ap-5393	42	20	of	of	ADP
ap-5393	42	21	the	the	DET
ap-5393	42	22	whole	whole	ADJ
ap-5393	42	23	bodywork	bodywork	NOUN
ap-5393	42	24	.	.	PUNCT
ap-5393	43	1	2	2	X
ap-5393	43	2	.	.	X
ap-5393	43	3	simulation	simulation	NOUN
ap-5393	43	4	every	every	DET
ap-5393	43	5	assembly	assembly	NOUN
ap-5393	43	6	is	be	AUX
ap-5393	43	7	defined	define	VERB
ap-5393	43	8	by	by	ADP
ap-5393	43	9	its	its	PRON
ap-5393	43	10	part	part	NOUN
ap-5393	43	11	list	list	NOUN
ap-5393	43	12	,	,	PUNCT
ap-5393	43	13	every	every	DET
ap-5393	43	14	pressed	press	VERB
ap-5393	43	15	metal	metal	NOUN
ap-5393	43	16	sheet	sheet	NOUN
ap-5393	43	17	has	have	VERB
ap-5393	43	18	a	a	DET
ap-5393	43	19	3d	3d	NUM
ap-5393	43	20	model	model	NOUN
ap-5393	43	21	with	with	ADP
ap-5393	43	22	an	an	DET
ap-5393	43	23	exact	exact	ADJ
ap-5393	43	24	location	location	NOUN
ap-5393	43	25	(	(	PUNCT
ap-5393	43	26	x	x	X
ap-5393	43	27	,	,	PUNCT
ap-5393	43	28	y	y	PROPN
ap-5393	43	29	,	,	PUNCT
ap-5393	43	30	z	z	NOUN
ap-5393	43	31	)	)	PUNCT
ap-5393	43	32	in	in	ADP
ap-5393	43	33	the	the	DET
ap-5393	43	34	space	space	NOUN
ap-5393	43	35	.	.	PUNCT
ap-5393	44	1	the	the	DET
ap-5393	44	2	part	part	NOUN
ap-5393	44	3	list	list	NOUN
ap-5393	44	4	is	be	AUX
ap-5393	44	5	a	a	DET
ap-5393	44	6	list	list	NOUN
ap-5393	44	7	of	of	ADP
ap-5393	44	8	all	all	DET
ap-5393	44	9	input	input	NOUN
ap-5393	44	10	parts	part	NOUN
ap-5393	44	11	(	(	PUNCT
ap-5393	44	12	pressed	press	VERB
ap-5393	44	13	metal	metal	NOUN
ap-5393	44	14	sheets	sheet	NOUN
ap-5393	44	15	,	,	PUNCT
ap-5393	44	16	weldments	weldment	NOUN
ap-5393	44	17	)	)	PUNCT
ap-5393	44	18	with	with	ADP
ap-5393	44	19	the	the	DET
ap-5393	44	20	part	part	NOUN
ap-5393	44	21	name	name	NOUN
ap-5393	44	22	and	and	CCONJ
ap-5393	44	23	number	number	NOUN
ap-5393	44	24	.	.	PUNCT
ap-5393	45	1	the	the	DET
ap-5393	45	2	specific	specific	ADJ
ap-5393	45	3	level	level	NOUN
ap-5393	45	4	is	be	AUX
ap-5393	45	5	assigned	assign	VERB
ap-5393	45	6	to	to	ADP
ap-5393	45	7	every	every	DET
ap-5393	45	8	part	part	NOUN
ap-5393	45	9	and	and	CCONJ
ap-5393	45	10	defines	define	VERB
ap-5393	45	11	the	the	DET
ap-5393	45	12	time	time	NOUN
ap-5393	45	13	when	when	SCONJ
ap-5393	45	14	the	the	DET
ap-5393	45	15	part	part	NOUN
ap-5393	45	16	enters	enter	VERB
ap-5393	45	17	the	the	DET
ap-5393	45	18	bodywork	bodywork	NOUN
ap-5393	45	19	(	(	PUNCT
ap-5393	45	20	welding	welding	NOUN
ap-5393	45	21	)	)	PUNCT
ap-5393	45	22	.	.	PUNCT
ap-5393	46	1	the	the	DET
ap-5393	46	2	part	part	NOUN
ap-5393	46	3	list	list	NOUN
ap-5393	46	4	also	also	ADV
ap-5393	46	5	has	have	VERB
ap-5393	46	6	more	more	ADJ
ap-5393	46	7	attributes	attribute	NOUN
ap-5393	46	8	describing	describe	VERB
ap-5393	46	9	the	the	DET
ap-5393	46	10	product	product	NOUN
ap-5393	46	11	(	(	PUNCT
ap-5393	46	12	material	material	NOUN
ap-5393	46	13	,	,	PUNCT
ap-5393	46	14	surface	surface	NOUN
ap-5393	46	15	finish	finish	NOUN
ap-5393	46	16	,	,	PUNCT
ap-5393	46	17	sheet	sheet	NOUN
ap-5393	46	18	thickness	thickness	NOUN
ap-5393	46	19	,	,	PUNCT
ap-5393	46	20	production	production	NOUN
ap-5393	46	21	depth	depth	NOUN
ap-5393	46	22	,	,	PUNCT
ap-5393	46	23	start	start	VERB
ap-5393	46	24	and	and	CCONJ
ap-5393	46	25	finish	finish	VERB
ap-5393	46	26	date	date	NOUN
ap-5393	46	27	of	of	ADP
ap-5393	46	28	usage	usage	NOUN
ap-5393	46	29	of	of	ADP
ap-5393	46	30	the	the	DET
ap-5393	46	31	bodywork	bodywork	NOUN
ap-5393	46	32	)	)	PUNCT
ap-5393	46	33	.	.	PUNCT
ap-5393	47	1	the	the	DET
ap-5393	47	2	3d	3d	PROPN
ap-5393	47	3	weldments	weldment	NOUN
ap-5393	47	4	model	model	NOUN
ap-5393	47	5	is	be	AUX
ap-5393	47	6	created	create	VERB
ap-5393	47	7	using	use	VERB
ap-5393	47	8	the	the	DET
ap-5393	47	9	cad	cad	NOUN
ap-5393	47	10	system	system	NOUN
ap-5393	47	11	,	,	PUNCT
ap-5393	47	12	in	in	ADP
ap-5393	47	13	this	this	DET
ap-5393	47	14	case	case	NOUN
ap-5393	47	15	,	,	PUNCT
ap-5393	47	16	the	the	DET
ap-5393	47	17	catia	catia	PROPN
ap-5393	47	18	software	software	PROPN
ap-5393	47	19	is	be	AUX
ap-5393	47	20	used	use	VERB
ap-5393	47	21	,	,	PUNCT
ap-5393	47	22	see	see	VERB
ap-5393	47	23	figures	figure	NOUN
ap-5393	47	24	1	1	NUM
ap-5393	47	25	and	and	CCONJ
ap-5393	47	26	2	2	NUM
ap-5393	47	27	.	.	X
ap-5393	47	28	welding	welding	NOUN
ap-5393	47	29	elements	element	NOUN
ap-5393	47	30	are	be	AUX
ap-5393	47	31	specific	specific	ADJ
ap-5393	47	32	joint	joint	ADJ
ap-5393	47	33	types	type	NOUN
ap-5393	47	34	,	,	PUNCT
ap-5393	47	35	such	such	ADJ
ap-5393	47	36	as	as	ADP
ap-5393	47	37	electric	electric	ADJ
ap-5393	47	38	resistance	resistance	NOUN
ap-5393	47	39	spot	spot	NOUN
ap-5393	47	40	welds	weld	NOUN
ap-5393	47	41	,	,	PUNCT
ap-5393	47	42	fusion	fusion	NOUN
ap-5393	47	43	welds	weld	NOUN
ap-5393	47	44	,	,	PUNCT
ap-5393	47	45	adhesives	adhesive	NOUN
ap-5393	47	46	,	,	PUNCT
ap-5393	47	47	bolts	bolt	NOUN
ap-5393	47	48	,	,	PUNCT
ap-5393	47	49	etc	etc	X
ap-5393	47	50	.	.	X
ap-5393	48	1	the	the	DET
ap-5393	48	2	elements	element	NOUN
ap-5393	48	3	are	be	AUX
ap-5393	48	4	designed	design	VERB
ap-5393	48	5	in	in	ADP
ap-5393	48	6	the	the	DET
ap-5393	48	7	cad	cad	NOUN
ap-5393	48	8	system	system	NOUN
ap-5393	48	9	as	as	ADV
ap-5393	48	10	well	well	ADV
ap-5393	48	11	.	.	PUNCT
ap-5393	49	1	they	they	PRON
ap-5393	49	2	contain	contain	VERB
ap-5393	49	3	the	the	DET
ap-5393	49	4	following	follow	VERB
ap-5393	49	5	attributes	attribute	NOUN
ap-5393	49	6	:	:	PUNCT
ap-5393	49	7	weld	weld	NOUN
ap-5393	49	8	name	name	NOUN
ap-5393	49	9	,	,	PUNCT
ap-5393	49	10	weld	weld	NOUN
ap-5393	49	11	type	type	NOUN
ap-5393	49	12	,	,	PUNCT
ap-5393	49	13	position	position	NOUN
ap-5393	49	14	in	in	ADP
ap-5393	49	15	space	space	NOUN
ap-5393	49	16	(	(	PUNCT
ap-5393	49	17	x	x	X
ap-5393	49	18	,	,	PUNCT
ap-5393	49	19	y	y	PROPN
ap-5393	49	20	,	,	PUNCT
ap-5393	49	21	z	z	NOUN
ap-5393	49	22	)	)	PUNCT
ap-5393	49	23	,	,	PUNCT
ap-5393	49	24	a	a	DET
ap-5393	49	25	combination	combination	NOUN
ap-5393	49	26	of	of	ADP
ap-5393	49	27	joined	joined	ADJ
ap-5393	49	28	parts	part	NOUN
ap-5393	49	29	(	(	PUNCT
ap-5393	49	30	2	2	NUM
ap-5393	49	31	sheets	sheet	NOUN
ap-5393	49	32	welds	weld	NOUN
ap-5393	49	33	,	,	PUNCT
ap-5393	49	34	3	3	NUM
ap-5393	49	35	sheet	sheet	NOUN
ap-5393	49	36	welds	weld	NOUN
ap-5393	49	37	)	)	PUNCT
ap-5393	49	38	and	and	CCONJ
ap-5393	49	39	clear	clear	ADJ
ap-5393	49	40	assignments	assignment	NOUN
ap-5393	49	41	to	to	PART
ap-5393	49	42	pressed	press	VERB
ap-5393	49	43	metal	metal	NOUN
ap-5393	49	44	sheets	sheet	NOUN
ap-5393	49	45	that	that	PRON
ap-5393	49	46	need	need	VERB
ap-5393	49	47	to	to	PART
ap-5393	49	48	be	be	AUX
ap-5393	49	49	welded	weld	VERB
ap-5393	49	50	.	.	PUNCT
ap-5393	50	1	in	in	ADP
ap-5393	50	2	order	order	NOUN
ap-5393	50	3	to	to	PART
ap-5393	50	4	simulate	simulate	VERB
ap-5393	50	5	the	the	DET
ap-5393	50	6	welded	weld	VERB
ap-5393	50	7	part	part	NOUN
ap-5393	50	8	’s	’s	PART
ap-5393	50	9	manufacturability	manufacturability	NOUN
ap-5393	50	10	,	,	PUNCT
ap-5393	50	11	production	production	NOUN
ap-5393	50	12	tools	tool	NOUN
ap-5393	50	13	library	library	NOUN
ap-5393	50	14	has	have	VERB
ap-5393	50	15	to	to	PART
ap-5393	50	16	be	be	AUX
ap-5393	50	17	created	create	VERB
ap-5393	50	18	for	for	ADP
ap-5393	50	19	the	the	DET
ap-5393	50	20	df	df	PROPN
ap-5393	50	21	(	(	PUNCT
ap-5393	50	22	digital	digital	ADJ
ap-5393	50	23	factory	factory	NOUN
ap-5393	50	24	)	)	PUNCT
ap-5393	50	25	system	system	NOUN
ap-5393	50	26	.	.	PUNCT
ap-5393	51	1	in	in	ADP
ap-5393	51	2	this	this	DET
ap-5393	51	3	case	case	NOUN
ap-5393	51	4	,	,	PUNCT
ap-5393	51	5	it	it	PRON
ap-5393	51	6	is	be	AUX
ap-5393	51	7	library	library	NOUN
ap-5393	51	8	of	of	ADP
ap-5393	51	9	standard	standard	ADJ
ap-5393	51	10	welding	welding	NOUN
ap-5393	51	11	guns	gun	NOUN
ap-5393	51	12	,	,	PUNCT
ap-5393	51	13	such	such	ADJ
ap-5393	51	14	as	as	ADP
ap-5393	51	15	in	in	ADP
ap-5393	51	16	figure	figure	NOUN
ap-5393	51	17	3	3	NUM
ap-5393	51	18	.	.	PUNCT
ap-5393	52	1	now	now	ADV
ap-5393	52	2	all	all	DET
ap-5393	52	3	the	the	DET
ap-5393	52	4	necessary	necessary	ADJ
ap-5393	52	5	resources	resource	NOUN
ap-5393	52	6	are	be	AUX
ap-5393	52	7	reached	reach	VERB
ap-5393	52	8	to	to	PART
ap-5393	52	9	make	make	VERB
ap-5393	52	10	the	the	DET
ap-5393	52	11	first	first	ADJ
ap-5393	52	12	production	production	NOUN
ap-5393	52	13	tool	tool	NOUN
ap-5393	52	14	selection	selection	NOUN
ap-5393	52	15	,	,	PUNCT
ap-5393	52	16	the	the	DET
ap-5393	52	17	suitable	suitable	ADJ
ap-5393	52	18	welding	welding	NOUN
ap-5393	52	19	guns	gun	NOUN
ap-5393	52	20	need	need	VERB
ap-5393	52	21	to	to	PART
ap-5393	52	22	be	be	AUX
ap-5393	52	23	selected	select	VERB
ap-5393	52	24	.	.	PUNCT
ap-5393	53	1	the	the	DET
ap-5393	53	2	selection	selection	NOUN
ap-5393	53	3	method	method	NOUN
ap-5393	53	4	is	be	AUX
ap-5393	53	5	called	call	VERB
ap-5393	53	6	a	a	DET
ap-5393	53	7	welding	welding	NOUN
ap-5393	53	8	-	-	PUNCT
ap-5393	53	9	guns	gun	NOUN
ap-5393	53	10	availability	availability	NOUN
ap-5393	53	11	simulation	simulation	NOUN
ap-5393	53	12	.	.	PUNCT
ap-5393	54	1	this	this	DET
ap-5393	54	2	simulation	simulation	NOUN
ap-5393	54	3	method	method	NOUN
ap-5393	54	4	checks	check	NOUN
ap-5393	54	5	selected	select	VERB
ap-5393	54	6	welding	welding	NOUN
ap-5393	54	7	guns	gun	NOUN
ap-5393	54	8	with	with	ADP
ap-5393	54	9	the	the	DET
ap-5393	54	10	requested	request	VERB
ap-5393	54	11	weld	weld	NOUN
ap-5393	54	12	points	point	NOUN
ap-5393	54	13	.	.	PUNCT
ap-5393	55	1	the	the	DET
ap-5393	55	2	method	method	NOUN
ap-5393	55	3	is	be	AUX
ap-5393	55	4	about	about	ADP
ap-5393	55	5	placing	place	VERB
ap-5393	55	6	a	a	DET
ap-5393	55	7	3d	3d	NUM
ap-5393	55	8	model	model	NOUN
ap-5393	55	9	of	of	ADP
ap-5393	55	10	welding	welding	NOUN
ap-5393	55	11	guns	gun	NOUN
ap-5393	55	12	on	on	ADP
ap-5393	55	13	each	each	DET
ap-5393	55	14	welding	welding	NOUN
ap-5393	55	15	point	point	NOUN
ap-5393	55	16	.	.	PUNCT
ap-5393	56	1	the	the	DET
ap-5393	56	2	guns	gun	NOUN
ap-5393	56	3	than	than	SCONJ
ap-5393	56	4	rotate	rotate	VERB
ap-5393	56	5	around	around	ADP
ap-5393	56	6	the	the	DET
ap-5393	56	7	point	point	NOUN
ap-5393	56	8	in	in	ADP
ap-5393	56	9	10	10	NUM
ap-5393	56	10	°	°	NOUN
ap-5393	56	11	steps	step	NOUN
ap-5393	56	12	.	.	PUNCT
ap-5393	57	1	next	next	ADJ
ap-5393	57	2	step	step	NOUN
ap-5393	57	3	is	be	AUX
ap-5393	57	4	the	the	DET
ap-5393	57	5	rotation	rotation	NOUN
ap-5393	57	6	of	of	ADP
ap-5393	57	7	welding	welding	NOUN
ap-5393	57	8	guns	gun	NOUN
ap-5393	57	9	around	around	ADP
ap-5393	57	10	their	their	PRON
ap-5393	57	11	axis	axis	NOUN
ap-5393	57	12	by	by	ADP
ap-5393	57	13	180	180	NUM
ap-5393	57	14	°	°	NOUN
ap-5393	57	15	and	and	CCONJ
ap-5393	57	16	the	the	DET
ap-5393	57	17	process	process	NOUN
ap-5393	57	18	is	be	AUX
ap-5393	57	19	repeated	repeat	VERB
ap-5393	57	20	.	.	PUNCT
ap-5393	58	1	the	the	DET
ap-5393	58	2	simulation	simulation	NOUN
ap-5393	58	3	tool	tool	NOUN
ap-5393	58	4	evaluates	evaluate	VERB
ap-5393	58	5	whether	whether	SCONJ
ap-5393	58	6	there	there	PRON
ap-5393	58	7	is	be	VERB
ap-5393	58	8	at	at	ADV
ap-5393	58	9	least	least	ADJ
ap-5393	58	10	one	one	NUM
ap-5393	58	11	position	position	NOUN
ap-5393	58	12	of	of	ADP
ap-5393	58	13	the	the	DET
ap-5393	58	14	welding	welding	NOUN
ap-5393	58	15	guns	gun	NOUN
ap-5393	58	16	relative	relative	ADJ
ap-5393	58	17	to	to	ADP
ap-5393	58	18	the	the	DET
ap-5393	58	19	weld	weld	NOUN
ap-5393	58	20	point	point	NOUN
ap-5393	58	21	,	,	PUNCT
ap-5393	58	22	where	where	SCONJ
ap-5393	58	23	there	there	PRON
ap-5393	58	24	is	be	VERB
ap-5393	58	25	no	no	DET
ap-5393	58	26	collision	collision	NOUN
ap-5393	58	27	between	between	ADP
ap-5393	58	28	the	the	DET
ap-5393	58	29	guns	gun	NOUN
ap-5393	58	30	and	and	CCONJ
ap-5393	58	31	the	the	DET
ap-5393	58	32	assembly	assembly	NOUN
ap-5393	58	33	.	.	PUNCT
ap-5393	59	1	the	the	DET
ap-5393	59	2	result	result	NOUN
ap-5393	59	3	of	of	ADP
ap-5393	59	4	the	the	DET
ap-5393	59	5	simulation	simulation	NOUN
ap-5393	59	6	process	process	NOUN
ap-5393	59	7	checking	check	VERB
ap-5393	59	8	the	the	DET
ap-5393	59	9	availability	availability	NOUN
ap-5393	59	10	of	of	ADP
ap-5393	59	11	welding	welding	NOUN
ap-5393	59	12	guns	gun	NOUN
ap-5393	59	13	is	be	AUX
ap-5393	59	14	a	a	DET
ap-5393	59	15	matrix	matrix	NOUN
ap-5393	59	16	.	.	PUNCT
ap-5393	60	1	this	this	DET
ap-5393	60	2	matrix	matrix	NOUN
ap-5393	60	3	holds	hold	VERB
ap-5393	60	4	for	for	ADP
ap-5393	60	5	the	the	DET
ap-5393	60	6	set	set	NOUN
ap-5393	60	7	of	of	ADP
ap-5393	60	8	welding	welding	NOUN
ap-5393	60	9	points	point	NOUN
ap-5393	60	10	and	and	CCONJ
ap-5393	60	11	welding	welding	NOUN
ap-5393	60	12	guns	gun	NOUN
ap-5393	60	13	’	'	PUNCT
ap-5393	60	14	information	information	NOUN
ap-5393	60	15	about	about	ADP
ap-5393	60	16	collision	collision	NOUN
ap-5393	60	17	-	-	PUNCT
ap-5393	60	18	free	free	ADJ
ap-5393	60	19	welding	welding	NOUN
ap-5393	60	20	possibility	possibility	NOUN
ap-5393	60	21	.	.	PUNCT
ap-5393	61	1	in	in	ADP
ap-5393	61	2	figure	figure	NOUN
ap-5393	61	3	4	4	NUM
ap-5393	61	4	is	be	AUX
ap-5393	61	5	an	an	DET
ap-5393	61	6	example	example	NOUN
ap-5393	61	7	of	of	ADP
ap-5393	61	8	such	such	DET
ap-5393	61	9	a	a	DET
ap-5393	61	10	simulation	simulation	NOUN
ap-5393	61	11	where	where	SCONJ
ap-5393	61	12	the	the	DET
ap-5393	61	13	“	"	PUNCT
ap-5393	61	14	+	+	ADJ
ap-5393	61	15	”	"	PUNCT
ap-5393	61	16	sign	sign	NOUN
ap-5393	61	17	indicates	indicate	VERB
ap-5393	61	18	a	a	DET
ap-5393	61	19	collision	collision	NOUN
ap-5393	61	20	-	-	PUNCT
ap-5393	61	21	free	free	ADJ
ap-5393	61	22	situation	situation	NOUN
ap-5393	61	23	of	of	ADP
ap-5393	61	24	the	the	DET
ap-5393	61	25	guns	gun	NOUN
ap-5393	61	26	and	and	CCONJ
ap-5393	61	27	the	the	DET
ap-5393	61	28	welding	welding	NOUN
ap-5393	61	29	point	point	NOUN
ap-5393	61	30	and	and	CCONJ
ap-5393	61	31	the	the	DET
ap-5393	61	32	“	"	PUNCT
ap-5393	61	33	-	-	PUNCT
ap-5393	61	34	”	"	PUNCT
ap-5393	61	35	sign	sign	NOUN
ap-5393	61	36	indicates	indicate	VERB
ap-5393	61	37	a	a	DET
ap-5393	61	38	collision	collision	NOUN
ap-5393	61	39	.	.	PUNCT
ap-5393	62	1	3	3	X
ap-5393	62	2	.	.	X
ap-5393	62	3	ideal	ideal	ADJ
ap-5393	62	4	solution	solution	NOUN
ap-5393	62	5	using	use	VERB
ap-5393	62	6	the	the	DET
ap-5393	62	7	simulation	simulation	NOUN
ap-5393	62	8	,	,	PUNCT
ap-5393	62	9	welding	welding	NOUN
ap-5393	62	10	guns	gun	NOUN
ap-5393	62	11	,	,	PUNCT
ap-5393	62	12	which	which	PRON
ap-5393	62	13	can	can	AUX
ap-5393	62	14	be	be	AUX
ap-5393	62	15	used	use	VERB
ap-5393	62	16	to	to	PART
ap-5393	62	17	weld	weld	VERB
ap-5393	62	18	to	to	ADP
ap-5393	62	19	a	a	DET
ap-5393	62	20	specific	specific	ADJ
ap-5393	62	21	welding	welding	NOUN
ap-5393	62	22	point	point	NOUN
ap-5393	62	23	were	be	AUX
ap-5393	62	24	identified	identify	VERB
ap-5393	62	25	.	.	PUNCT
ap-5393	63	1	the	the	DET
ap-5393	63	2	best	good	ADJ
ap-5393	63	3	result	result	NOUN
ap-5393	63	4	is	be	AUX
ap-5393	63	5	when	when	SCONJ
ap-5393	63	6	one	one	NUM
ap-5393	63	7	type	type	NOUN
ap-5393	63	8	of	of	ADP
ap-5393	63	9	welding	welding	NOUN
ap-5393	63	10	guns	gun	NOUN
ap-5393	63	11	can	can	AUX
ap-5393	63	12	weld	weld	VERB
ap-5393	63	13	all	all	DET
ap-5393	63	14	selected	select	VERB
ap-5393	63	15	points	point	NOUN
ap-5393	63	16	.	.	PUNCT
ap-5393	64	1	a	a	DET
ap-5393	64	2	case	case	NOUN
ap-5393	64	3	may	may	AUX
ap-5393	64	4	also	also	ADV
ap-5393	64	5	occur	occur	VERB
ap-5393	64	6	,	,	PUNCT
ap-5393	64	7	where	where	SCONJ
ap-5393	64	8	the	the	DET
ap-5393	64	9	weld	weld	NOUN
ap-5393	64	10	point	point	NOUN
ap-5393	64	11	is	be	AUX
ap-5393	64	12	not	not	PART
ap-5393	64	13	weldable	weldable	ADJ
ap-5393	64	14	by	by	ADP
ap-5393	64	15	any	any	DET
ap-5393	64	16	guns	gun	NOUN
ap-5393	64	17	57	57	NUM
ap-5393	64	18	p.	p.	NOUN
ap-5393	64	19	hynek	hynek	ADJ
ap-5393	64	20	,	,	PUNCT
ap-5393	64	21	v.	v.	PROPN
ap-5393	64	22	kreibich	kreibich	PROPN
ap-5393	64	23	,	,	PUNCT
ap-5393	64	24	r.	r.	PROPN
ap-5393	64	25	firt	firt	PROPN
ap-5393	64	26	acta	acta	PROPN
ap-5393	64	27	polytechnica	polytechnica	PROPN
ap-5393	64	28	figure	figure	NOUN
ap-5393	64	29	2	2	NUM
ap-5393	64	30	.	.	PUNCT
ap-5393	64	31	assembly	assembly	NOUN
ap-5393	64	32	(	(	PUNCT
ap-5393	64	33	product	product	NOUN
ap-5393	64	34	)	)	PUNCT
ap-5393	64	35	.	.	PUNCT
ap-5393	65	1	figure	figure	VERB
ap-5393	65	2	3	3	NUM
ap-5393	65	3	.	.	PUNCT
ap-5393	65	4	welding	weld	VERB
ap-5393	65	5	guns	gun	NOUN
ap-5393	65	6	library	library	NOUN
ap-5393	65	7	.	.	PUNCT
ap-5393	66	1	figure	figure	NOUN
ap-5393	66	2	4	4	NUM
ap-5393	66	3	.	.	PUNCT
ap-5393	66	4	simulation	simulation	NOUN
ap-5393	66	5	result	result	NOUN
ap-5393	66	6	.	.	PUNCT
ap-5393	67	1	58	58	NUM
ap-5393	67	2	vol	vol	NOUN
ap-5393	67	3	.	.	PUNCT
ap-5393	67	4	60	60	NUM
ap-5393	67	5	no	no	INTJ
ap-5393	67	6	.	.	PUNCT
ap-5393	68	1	1/2020	1/2020	NUM
ap-5393	68	2	suitable	suitable	ADJ
ap-5393	68	3	production	production	NOUN
ap-5393	68	4	tools	tool	NOUN
ap-5393	68	5	selection	selection	NOUN
ap-5393	68	6	.	.	PUNCT
ap-5393	68	7	.	.	PUNCT
ap-5393	68	8	.	.	PUNCT
ap-5393	69	1	figure	figure	VERB
ap-5393	69	2	5	5	NUM
ap-5393	69	3	.	.	PUNCT
ap-5393	69	4	optimization	optimization	NOUN
ap-5393	69	5	task	task	PROPN
ap-5393	69	6	.	.	PUNCT
ap-5393	70	1	saved	save	VERB
ap-5393	70	2	in	in	ADP
ap-5393	70	3	the	the	DET
ap-5393	70	4	library	library	NOUN
ap-5393	70	5	.	.	PUNCT
ap-5393	71	1	in	in	ADP
ap-5393	71	2	this	this	DET
ap-5393	71	3	case	case	NOUN
ap-5393	71	4	,	,	PUNCT
ap-5393	71	5	the	the	DET
ap-5393	71	6	construction	construction	NOUN
ap-5393	71	7	of	of	ADP
ap-5393	71	8	special	special	ADJ
ap-5393	71	9	welding	welding	NOUN
ap-5393	71	10	guns	gun	NOUN
ap-5393	71	11	is	be	AUX
ap-5393	71	12	necessary	necessary	ADJ
ap-5393	71	13	,	,	PUNCT
ap-5393	71	14	so	so	CCONJ
ap-5393	71	15	the	the	DET
ap-5393	71	16	unique	unique	ADJ
ap-5393	71	17	point	point	NOUN
ap-5393	71	18	can	can	AUX
ap-5393	71	19	be	be	AUX
ap-5393	71	20	welded	weld	VERB
ap-5393	71	21	.	.	PUNCT
ap-5393	72	1	usually	usually	ADV
ap-5393	72	2	,	,	PUNCT
ap-5393	72	3	the	the	DET
ap-5393	72	4	simulation	simulation	NOUN
ap-5393	72	5	confirms	confirm	VERB
ap-5393	72	6	the	the	DET
ap-5393	72	7	weldability	weldability	NOUN
ap-5393	72	8	of	of	ADP
ap-5393	72	9	all	all	DET
ap-5393	72	10	the	the	DET
ap-5393	72	11	points	point	NOUN
ap-5393	72	12	by	by	ADP
ap-5393	72	13	a	a	DET
ap-5393	72	14	combination	combination	NOUN
ap-5393	72	15	of	of	ADP
ap-5393	72	16	several	several	ADJ
ap-5393	72	17	guns	gun	NOUN
ap-5393	72	18	.	.	PUNCT
ap-5393	73	1	the	the	DET
ap-5393	73	2	set	set	VERB
ap-5393	73	3	n	n	PRON
ap-5393	73	4	solution	solution	NOUN
ap-5393	73	5	is	be	AUX
ap-5393	73	6	obtained	obtain	VERB
ap-5393	73	7	where	where	SCONJ
ap-5393	73	8	there	there	PRON
ap-5393	73	9	are	be	VERB
ap-5393	73	10	n	n	DET
ap-5393	73	11	combinations	combination	NOUN
ap-5393	73	12	of	of	ADP
ap-5393	73	13	guns	gun	NOUN
ap-5393	73	14	that	that	PRON
ap-5393	73	15	can	can	AUX
ap-5393	73	16	weld	weld	VERB
ap-5393	73	17	the	the	DET
ap-5393	73	18	selected	select	VERB
ap-5393	73	19	set	set	NOUN
ap-5393	73	20	of	of	ADP
ap-5393	73	21	points	point	NOUN
ap-5393	73	22	.	.	PUNCT
ap-5393	74	1	the	the	DET
ap-5393	74	2	goal	goal	NOUN
ap-5393	74	3	is	be	AUX
ap-5393	74	4	to	to	PART
ap-5393	74	5	choose	choose	VERB
ap-5393	74	6	the	the	DET
ap-5393	74	7	ideal	ideal	ADJ
ap-5393	74	8	solution	solution	NOUN
ap-5393	74	9	from	from	ADP
ap-5393	74	10	this	this	PRON
ap-5393	74	11	n	n	NUM
ap-5393	74	12	solution	solution	NOUN
ap-5393	74	13	set	set	VERB
ap-5393	74	14	,	,	PUNCT
ap-5393	74	15	as	as	SCONJ
ap-5393	74	16	shown	show	VERB
ap-5393	74	17	in	in	ADP
ap-5393	74	18	figure	figure	NOUN
ap-5393	74	19	5	5	NUM
ap-5393	74	20	.	.	PUNCT
ap-5393	75	1	the	the	DET
ap-5393	75	2	selection	selection	NOUN
ap-5393	75	3	can	can	AUX
ap-5393	75	4	be	be	AUX
ap-5393	75	5	,	,	PUNCT
ap-5393	75	6	for	for	ADP
ap-5393	75	7	example	example	NOUN
ap-5393	75	8	,	,	PUNCT
ap-5393	75	9	based	base	VERB
ap-5393	75	10	on	on	ADP
ap-5393	75	11	the	the	DET
ap-5393	75	12	lowest	low	ADJ
ap-5393	75	13	price	price	NOUN
ap-5393	75	14	.	.	PUNCT
ap-5393	76	1	the	the	DET
ap-5393	76	2	unit	unit	NOUN
ap-5393	76	3	price	price	NOUN
ap-5393	76	4	for	for	ADP
ap-5393	76	5	every	every	DET
ap-5393	76	6	welding	welding	NOUN
ap-5393	76	7	gun	gun	NOUN
ap-5393	76	8	can	can	AUX
ap-5393	76	9	be	be	AUX
ap-5393	76	10	added	add	VERB
ap-5393	76	11	to	to	ADP
ap-5393	76	12	the	the	DET
ap-5393	76	13	solution	solution	NOUN
ap-5393	76	14	matrix	matrix	NOUN
ap-5393	76	15	,	,	PUNCT
ap-5393	76	16	so	so	SCONJ
ap-5393	76	17	it	it	PRON
ap-5393	76	18	can	can	AUX
ap-5393	76	19	look	look	VERB
ap-5393	76	20	for	for	ADP
ap-5393	76	21	a	a	DET
ap-5393	76	22	combination	combination	NOUN
ap-5393	76	23	where	where	SCONJ
ap-5393	76	24	the	the	DET
ap-5393	76	25	price	price	NOUN
ap-5393	76	26	will	will	AUX
ap-5393	76	27	be	be	AUX
ap-5393	76	28	lowest	low	ADJ
ap-5393	76	29	.	.	PUNCT
ap-5393	77	1	mathematical	mathematical	ADJ
ap-5393	77	2	programming	programming	NOUN
ap-5393	77	3	can	can	AUX
ap-5393	77	4	be	be	AUX
ap-5393	77	5	used	use	VERB
ap-5393	77	6	to	to	PART
ap-5393	77	7	solve	solve	VERB
ap-5393	77	8	such	such	DET
ap-5393	77	9	a	a	DET
ap-5393	77	10	task	task	NOUN
ap-5393	77	11	.	.	PUNCT
ap-5393	78	1	the	the	DET
ap-5393	78	2	task	task	NOUN
ap-5393	78	3	of	of	ADP
ap-5393	78	4	mathematical	mathematical	ADJ
ap-5393	78	5	analysis	analysis	NOUN
ap-5393	78	6	is	be	AUX
ap-5393	78	7	to	to	PART
ap-5393	78	8	find	find	VERB
ap-5393	78	9	extremes	extreme	NOUN
ap-5393	78	10	(	(	PUNCT
ap-5393	78	11	maximum	maximum	ADJ
ap-5393	78	12	,	,	PUNCT
ap-5393	78	13	minimum	minimum	NOUN
ap-5393	78	14	)	)	PUNCT
ap-5393	78	15	of	of	ADP
ap-5393	78	16	the	the	DET
ap-5393	78	17	multiple	multiple	ADJ
ap-5393	78	18	variables	variable	NOUN
ap-5393	78	19	function	function	VERB
ap-5393	78	20	with	with	ADP
ap-5393	78	21	boundary	boundary	ADJ
ap-5393	78	22	conditions	condition	NOUN
ap-5393	78	23	.	.	PUNCT
ap-5393	79	1	if	if	SCONJ
ap-5393	79	2	the	the	DET
ap-5393	79	3	function	function	NOUN
ap-5393	79	4	,	,	PUNCT
ap-5393	79	5	for	for	ADP
ap-5393	79	6	which	which	PRON
ap-5393	79	7	an	an	DET
ap-5393	79	8	extreme	extreme	NOUN
ap-5393	79	9	is	be	AUX
ap-5393	79	10	solved	solve	VERB
ap-5393	79	11	for	for	ADP
ap-5393	79	12	,	,	PUNCT
ap-5393	79	13	is	be	AUX
ap-5393	79	14	linear	linear	ADJ
ap-5393	79	15	and	and	CCONJ
ap-5393	79	16	the	the	DET
ap-5393	79	17	boundary	boundary	ADJ
ap-5393	79	18	conditions	condition	NOUN
ap-5393	79	19	are	be	AUX
ap-5393	79	20	linear	linear	ADJ
ap-5393	79	21	as	as	ADV
ap-5393	79	22	well	well	ADV
ap-5393	79	23	,	,	PUNCT
ap-5393	79	24	the	the	DET
ap-5393	79	25	whole	whole	ADJ
ap-5393	79	26	task	task	NOUN
ap-5393	79	27	is	be	AUX
ap-5393	79	28	treated	treat	VERB
ap-5393	79	29	as	as	ADP
ap-5393	79	30	a	a	DET
ap-5393	79	31	linear	linear	ADJ
ap-5393	79	32	programming	programming	NOUN
ap-5393	79	33	(	(	PUNCT
ap-5393	79	34	lp	lp	NOUN
ap-5393	79	35	)	)	PUNCT
ap-5393	79	36	problem	problem	NOUN
ap-5393	79	37	.	.	PUNCT
ap-5393	80	1	[	[	X
ap-5393	80	2	6	6	NUM
ap-5393	80	3	]	]	PUNCT
ap-5393	80	4	the	the	DET
ap-5393	80	5	task	task	NOUN
ap-5393	80	6	of	of	ADP
ap-5393	80	7	the	the	DET
ap-5393	80	8	lp	lp	NOUN
ap-5393	80	9	is	be	AUX
ap-5393	80	10	to	to	PART
ap-5393	80	11	find	find	VERB
ap-5393	80	12	the	the	DET
ap-5393	80	13	extreme	extreme	NOUN
ap-5393	80	14	of	of	ADP
ap-5393	80	15	a	a	DET
ap-5393	80	16	linear	linear	ADJ
ap-5393	80	17	function	function	NOUN
ap-5393	80	18	in	in	ADP
ap-5393	80	19	which	which	PRON
ap-5393	80	20	the	the	DET
ap-5393	80	21	variables	variable	NOUN
ap-5393	80	22	are	be	AUX
ap-5393	80	23	bound	bind	VERB
ap-5393	80	24	by	by	ADP
ap-5393	80	25	a	a	DET
ap-5393	80	26	set	set	NOUN
ap-5393	80	27	of	of	ADP
ap-5393	80	28	linear	linear	ADJ
ap-5393	80	29	limiting	limit	VERB
ap-5393	80	30	conditions	condition	NOUN
ap-5393	80	31	:	:	PUNCT
ap-5393	81	1	[	[	X
ap-5393	81	2	6	6	NUM
ap-5393	81	3	]	]	PUNCT
ap-5393	81	4	m	m	VERB
ap-5393	81	5	<	<	X
ap-5393	81	6	n	n	CCONJ
ap-5393	81	7	;	;	PUNCT
ap-5393	81	8	bi	bi	NOUN
ap-5393	81	9	≥	≥	NOUN
ap-5393	81	10	0	0	NUM
ap-5393	81	11	n∑	n∑	NOUN
ap-5393	81	12	j=1	j=1	ADJ
ap-5393	81	13	aijxij	aijxij	NOUN
ap-5393	81	14	≤	≤	ADJ
ap-5393	81	15	bi	bi	NOUN
ap-5393	81	16	for	for	ADP
ap-5393	81	17	i	i	PROPN
ap-5393	81	18	=	=	NOUN
ap-5393	81	19	1	1	NUM
ap-5393	81	20	,	,	PUNCT
ap-5393	81	21	2	2	NUM
ap-5393	81	22	,	,	PUNCT
ap-5393	81	23	.	.	PUNCT
ap-5393	81	24	.	.	PUNCT
ap-5393	82	1	.	.	PUNCT
ap-5393	83	1	,	,	PUNCT
ap-5393	83	2	m	m	PROPN
ap-5393	83	3	;	;	PUNCT
ap-5393	83	4	j	j	PROPN
ap-5393	83	5	=	=	SYM
ap-5393	83	6	1	1	NUM
ap-5393	83	7	,	,	PUNCT
ap-5393	83	8	2	2	NUM
ap-5393	83	9	,	,	PUNCT
ap-5393	83	10	.	.	PUNCT
ap-5393	83	11	.	.	PUNCT
ap-5393	84	1	.	.	PUNCT
ap-5393	85	1	,	,	PUNCT
ap-5393	85	2	n	n	CCONJ
ap-5393	85	3	;	;	PUNCT
ap-5393	85	4	xj	xj	PROPN
ap-5393	85	5	≥	≥	AUX
ap-5393	85	6	0	0	NUM
ap-5393	86	1	f	f	PROPN
ap-5393	86	2	=	=	SYM
ap-5393	86	3	n∑	n∑	PROPN
ap-5393	86	4	j=1	j=1	ADJ
ap-5393	86	5	cjxj	cjxj	NOUN
ap-5393	86	6	=	=	PRON
ap-5393	86	7	min	min	NOUN
ap-5393	86	8	the	the	DET
ap-5393	86	9	basic	basic	ADJ
ap-5393	86	10	variables	variable	NOUN
ap-5393	86	11	are	be	AUX
ap-5393	86	12	defined	define	VERB
ap-5393	86	13	in	in	ADP
ap-5393	86	14	table	table	NOUN
ap-5393	86	15	1	1	NUM
ap-5393	86	16	.	.	PUNCT
ap-5393	87	1	the	the	DET
ap-5393	87	2	goal	goal	NOUN
ap-5393	87	3	is	be	AUX
ap-5393	87	4	to	to	PART
ap-5393	87	5	find	find	VERB
ap-5393	87	6	a	a	DET
ap-5393	87	7	configuration	configuration	NOUN
ap-5393	87	8	−→k	−→k	ADV
ap-5393	87	9	,	,	PUNCT
ap-5393	87	10	minimizing	minimize	VERB
ap-5393	87	11	the	the	DET
ap-5393	87	12	total	total	ADJ
ap-5393	87	13	price	price	NOUN
ap-5393	87	14	t	t	NOUN
ap-5393	87	15	over	over	ADP
ap-5393	87	16	the	the	DET
ap-5393	87	17	condition	condition	NOUN
ap-5393	87	18	of	of	ADP
ap-5393	87	19	overall	overall	ADJ
ap-5393	87	20	success	success	NOUN
ap-5393	87	21	(	(	PUNCT
ap-5393	87	22	that	that	PRON
ap-5393	87	23	is	be	AUX
ap-5393	87	24	for	for	ADP
ap-5393	87	25	v	v	NOUN
ap-5393	87	26	−→	−→	NOUN
ap-5393	87	27	k	k	PROPN
ap-5393	87	28	=	=	PUNCT
ap-5393	87	29	nw	nw	PROPN
ap-5393	87	30	,	,	PUNCT
ap-5393	87	31	it	it	PRON
ap-5393	87	32	means	mean	VERB
ap-5393	87	33	that	that	SCONJ
ap-5393	87	34	the	the	DET
ap-5393	87	35	selected	select	VERB
ap-5393	87	36	configuration	configuration	NOUN
ap-5393	87	37	can	can	AUX
ap-5393	87	38	meet	meet	VERB
ap-5393	87	39	all	all	DET
ap-5393	87	40	the	the	DET
ap-5393	87	41	goals	goal	NOUN
ap-5393	87	42	)	)	PUNCT
ap-5393	87	43	.	.	PUNCT
ap-5393	88	1	since	since	SCONJ
ap-5393	88	2	this	this	PRON
ap-5393	88	3	is	be	AUX
ap-5393	88	4	a	a	DET
ap-5393	88	5	multidimensional	multidimensional	ADJ
ap-5393	88	6	task	task	NOUN
ap-5393	88	7	with	with	ADP
ap-5393	88	8	discrete	discrete	ADJ
ap-5393	88	9	parameters	parameter	NOUN
ap-5393	88	10	,	,	PUNCT
ap-5393	88	11	one	one	NUM
ap-5393	88	12	of	of	ADP
ap-5393	88	13	the	the	DET
ap-5393	88	14	variants	variant	NOUN
ap-5393	88	15	of	of	ADP
ap-5393	88	16	the	the	DET
ap-5393	88	17	global	global	ADJ
ap-5393	88	18	evolutionary	evolutionary	ADJ
ap-5393	88	19	optimization	optimization	NOUN
ap-5393	88	20	is	be	AUX
ap-5393	88	21	chosen	choose	VERB
ap-5393	88	22	.	.	PUNCT
ap-5393	89	1	4	4	X
ap-5393	89	2	.	.	NOUN
ap-5393	89	3	evolutionary	evolutionary	ADJ
ap-5393	89	4	algorithms	algorithm	NOUN
ap-5393	89	5	evolutionary	evolutionary	ADJ
ap-5393	89	6	algorithms	algorithm	NOUN
ap-5393	89	7	are	be	AUX
ap-5393	89	8	global	global	ADJ
ap-5393	89	9	optimization	optimization	NOUN
ap-5393	89	10	algorithms	algorithm	NOUN
ap-5393	89	11	,	,	PUNCT
ap-5393	89	12	they	they	PRON
ap-5393	89	13	can	can	AUX
ap-5393	89	14	approximately	approximately	ADV
ap-5393	89	15	solve	solve	VERB
ap-5393	89	16	tasks	task	NOUN
ap-5393	89	17	that	that	PRON
ap-5393	89	18	are	be	AUX
ap-5393	89	19	not	not	PART
ap-5393	89	20	possible	possible	ADJ
ap-5393	89	21	to	to	PART
ap-5393	89	22	solve	solve	AUX
ap-5393	89	23	exactly	exactly	ADV
ap-5393	89	24	using	use	VERB
ap-5393	89	25	current	current	ADJ
ap-5393	89	26	computing	computing	NOUN
ap-5393	89	27	power	power	NOUN
ap-5393	89	28	,	,	PUNCT
ap-5393	89	29	are	be	AUX
ap-5393	89	30	extremely	extremely	ADV
ap-5393	89	31	time	time	NOUN
ap-5393	89	32	-	-	PUNCT
ap-5393	89	33	consuming	consume	VERB
ap-5393	89	34	,	,	PUNCT
ap-5393	89	35	or	or	CCONJ
ap-5393	89	36	require	require	VERB
ap-5393	89	37	human	human	ADJ
ap-5393	89	38	intuition	intuition	NOUN
ap-5393	89	39	.	.	PUNCT
ap-5393	90	1	these	these	DET
ap-5393	90	2	algorithms	algorithm	NOUN
ap-5393	90	3	use	use	VERB
ap-5393	90	4	the	the	DET
ap-5393	90	5	principles	principle	NOUN
ap-5393	90	6	known	know	VERB
ap-5393	90	7	from	from	ADP
ap-5393	90	8	evolutionary	evolutionary	ADJ
ap-5393	90	9	biology	biology	NOUN
ap-5393	90	10	,	,	PUNCT
ap-5393	90	11	especially	especially	ADV
ap-5393	90	12	darwin	darwin	PROPN
ap-5393	90	13	’s	’s	PART
ap-5393	90	14	survival	survival	NOUN
ap-5393	90	15	of	of	ADP
ap-5393	90	16	the	the	DET
ap-5393	90	17	fittest	fit	ADJ
ap-5393	90	18	principle	principle	NOUN
ap-5393	90	19	.	.	PUNCT
ap-5393	91	1	to	to	PART
ap-5393	91	2	make	make	VERB
ap-5393	91	3	sure	sure	ADJ
ap-5393	91	4	the	the	DET
ap-5393	91	5	evolution	evolution	NOUN
ap-5393	91	6	will	will	AUX
ap-5393	91	7	work	work	VERB
ap-5393	91	8	,	,	PUNCT
ap-5393	91	9	three	three	NUM
ap-5393	91	10	things	thing	NOUN
ap-5393	91	11	are	be	AUX
ap-5393	91	12	necessary	necessary	ADJ
ap-5393	91	13	:	:	PUNCT
ap-5393	91	14	(	(	PUNCT
ap-5393	91	15	1	1	NUM
ap-5393	91	16	.	.	PUNCT
ap-5393	91	17	)	)	PUNCT
ap-5393	92	1	two	two	NUM
ap-5393	92	2	existing	exist	VERB
ap-5393	92	3	solutions	solution	NOUN
ap-5393	92	4	can	can	AUX
ap-5393	92	5	form	form	VERB
ap-5393	92	6	new	new	ADJ
ap-5393	92	7	“	"	PUNCT
ap-5393	92	8	averaged	averaged	ADJ
ap-5393	92	9	”	"	PUNCT
ap-5393	92	10	solution	solution	NOUN
ap-5393	92	11	,	,	PUNCT
ap-5393	92	12	this	this	PRON
ap-5393	92	13	is	be	AUX
ap-5393	92	14	called	call	VERB
ap-5393	92	15	crossing	cross	VERB
ap-5393	92	16	.	.	PUNCT
ap-5393	93	1	(	(	PUNCT
ap-5393	93	2	2	2	NUM
ap-5393	93	3	.	.	PUNCT
ap-5393	93	4	)	)	PUNCT
ap-5393	94	1	the	the	DET
ap-5393	94	2	created	create	VERB
ap-5393	94	3	solution	solution	NOUN
ap-5393	94	4	can	can	AUX
ap-5393	94	5	be	be	AUX
ap-5393	94	6	randomly	randomly	ADV
ap-5393	94	7	manipulated	manipulate	VERB
ap-5393	94	8	,	,	PUNCT
ap-5393	94	9	this	this	PRON
ap-5393	94	10	is	be	AUX
ap-5393	94	11	called	call	VERB
ap-5393	94	12	mutation	mutation	NOUN
ap-5393	94	13	.	.	PUNCT
ap-5393	95	1	(	(	PUNCT
ap-5393	95	2	3	3	NUM
ap-5393	95	3	.	.	PUNCT
ap-5393	95	4	)	)	PUNCT
ap-5393	96	1	for	for	ADP
ap-5393	96	2	any	any	DET
ap-5393	96	3	individual	individual	NOUN
ap-5393	96	4	,	,	PUNCT
ap-5393	96	5	another	another	DET
ap-5393	96	6	suitable	suitable	ADJ
ap-5393	96	7	individual	individual	NOUN
ap-5393	96	8	is	be	AUX
ap-5393	96	9	selected	select	VERB
ap-5393	96	10	,	,	PUNCT
ap-5393	96	11	this	this	PRON
ap-5393	96	12	is	be	AUX
ap-5393	96	13	called	call	VERB
ap-5393	96	14	natural	natural	ADJ
ap-5393	96	15	selection	selection	NOUN
ap-5393	96	16	.	.	PUNCT
ap-5393	97	1	this	this	DET
ap-5393	97	2	principle	principle	NOUN
ap-5393	97	3	often	often	ADV
ap-5393	97	4	finds	find	VERB
ap-5393	97	5	high	high	ADJ
ap-5393	97	6	-	-	PUNCT
ap-5393	97	7	quality	quality	NOUN
ap-5393	97	8	problem	problem	NOUN
ap-5393	97	9	solutions	solution	NOUN
ap-5393	97	10	without	without	ADP
ap-5393	97	11	the	the	DET
ap-5393	97	12	need	need	NOUN
ap-5393	97	13	of	of	ADP
ap-5393	97	14	inventing	invent	VERB
ap-5393	97	15	a	a	DET
ap-5393	97	16	specialized	specialized	ADJ
ap-5393	97	17	algorithm	algorithm	NOUN
ap-5393	97	18	to	to	PART
ap-5393	97	19	solve	solve	VERB
ap-5393	97	20	a	a	DET
ap-5393	97	21	particular	particular	ADJ
ap-5393	97	22	problem	problem	NOUN
ap-5393	97	23	.	.	PUNCT
ap-5393	98	1	the	the	DET
ap-5393	98	2	only	only	ADJ
ap-5393	98	3	thing	thing	NOUN
ap-5393	98	4	the	the	DET
ap-5393	98	5	algorithm	algorithm	NOUN
ap-5393	98	6	needs	need	VERB
ap-5393	98	7	to	to	PART
ap-5393	98	8	know	know	VERB
ap-5393	98	9	is	be	AUX
ap-5393	98	10	which	which	PRON
ap-5393	98	11	solutions	solution	NOUN
ap-5393	98	12	are	be	AUX
ap-5393	98	13	stronger	strong	ADJ
ap-5393	98	14	and	and	CCONJ
ap-5393	98	15	which	which	PRON
ap-5393	98	16	are	be	AUX
ap-5393	98	17	weaker	weak	ADJ
ap-5393	98	18	.	.	PUNCT
ap-5393	99	1	this	this	PRON
ap-5393	99	2	is	be	AUX
ap-5393	99	3	a	a	DET
ap-5393	99	4	simple	simple	ADJ
ap-5393	99	5	task	task	NOUN
ap-5393	99	6	carried	carry	VERB
ap-5393	99	7	out	out	ADP
ap-5393	99	8	by	by	ADP
ap-5393	99	9	a	a	DET
ap-5393	99	10	human	human	NOUN
ap-5393	99	11	,	,	PUNCT
ap-5393	99	12	however	however	ADV
ap-5393	99	13	,	,	PUNCT
ap-5393	99	14	creating	create	VERB
ap-5393	99	15	a	a	DET
ap-5393	99	16	good	good	ADJ
ap-5393	99	17	solution	solution	NOUN
ap-5393	99	18	can	can	AUX
ap-5393	99	19	be	be	AUX
ap-5393	99	20	unbelievably	unbelievably	ADV
ap-5393	99	21	difficult	difficult	ADJ
ap-5393	99	22	.	.	PUNCT
ap-5393	100	1	[	[	X
ap-5393	100	2	7	7	X
ap-5393	100	3	]	]	X
ap-5393	100	4	different	different	ADJ
ap-5393	100	5	tasks	task	NOUN
ap-5393	100	6	make	make	VERB
ap-5393	100	7	it	it	PRON
ap-5393	100	8	possible	possible	ADJ
ap-5393	100	9	to	to	PART
ap-5393	100	10	represent	represent	VERB
ap-5393	100	11	the	the	DET
ap-5393	100	12	solution	solution	NOUN
ap-5393	100	13	in	in	ADP
ap-5393	100	14	different	different	ADJ
ap-5393	100	15	ways	way	NOUN
ap-5393	100	16	.	.	PUNCT
ap-5393	101	1	the	the	DET
ap-5393	101	2	solution	solution	NOUN
ap-5393	101	3	is	be	AUX
ap-5393	101	4	represented	represent	VERB
ap-5393	101	5	by	by	ADP
ap-5393	101	6	a	a	DET
ap-5393	101	7	chromosome	chromosome	NOUN
ap-5393	101	8	that	that	PRON
ap-5393	101	9	can	can	AUX
ap-5393	101	10	be	be	AUX
ap-5393	101	11	specified	specify	VERB
ap-5393	101	12	as	as	ADP
ap-5393	101	13	:	:	PUNCT
ap-5393	101	14	•	•	NUM
ap-5393	101	15	binary	binary	ADJ
ap-5393	101	16	numbers	number	NOUN
ap-5393	101	17	vector	vector	NOUN
ap-5393	101	18	(	(	PUNCT
ap-5393	101	19	zeros	zero	NOUN
ap-5393	101	20	and	and	CCONJ
ap-5393	101	21	ones	one	NOUN
ap-5393	101	22	sequence	sequence	NOUN
ap-5393	101	23	)	)	PUNCT
ap-5393	101	24	•	•	NUM
ap-5393	101	25	real	real	ADJ
ap-5393	101	26	numbers	number	NOUN
ap-5393	101	27	vector	vector	VERB
ap-5393	101	28	•	•	NOUN
ap-5393	101	29	charts	chart	NOUN
ap-5393	101	30	on	on	ADP
ap-5393	101	31	others	other	NOUN
ap-5393	101	32	the	the	DET
ap-5393	101	33	entire	entire	ADJ
ap-5393	101	34	vector	vector	NOUN
ap-5393	101	35	that	that	PRON
ap-5393	101	36	represents	represent	VERB
ap-5393	101	37	the	the	DET
ap-5393	101	38	solution	solution	NOUN
ap-5393	101	39	is	be	AUX
ap-5393	101	40	called	call	VERB
ap-5393	101	41	the	the	DET
ap-5393	101	42	chromosome	chromosome	NOUN
ap-5393	101	43	.	.	PUNCT
ap-5393	102	1	the	the	DET
ap-5393	102	2	chromosome	chromosome	NOUN
ap-5393	102	3	consists	consist	VERB
ap-5393	102	4	of	of	ADP
ap-5393	102	5	genes	gene	NOUN
ap-5393	102	6	that	that	PRON
ap-5393	102	7	can	can	AUX
ap-5393	102	8	have	have	VERB
ap-5393	102	9	different	different	ADJ
ap-5393	102	10	values	value	NOUN
ap-5393	102	11	.	.	PUNCT
ap-5393	103	1	the	the	DET
ap-5393	103	2	specific	specific	ADJ
ap-5393	103	3	value	value	NOUN
ap-5393	103	4	of	of	ADP
ap-5393	103	5	one	one	NUM
ap-5393	103	6	gene	gene	NOUN
ap-5393	103	7	is	be	AUX
ap-5393	103	8	called	call	VERB
ap-5393	103	9	an	an	DET
ap-5393	103	10	allele	allele	NOUN
ap-5393	103	11	.	.	PUNCT
ap-5393	104	1	see	see	VERB
ap-5393	104	2	figure	figure	NOUN
ap-5393	104	3	7	7	NUM
ap-5393	104	4	.	.	PUNCT
ap-5393	105	1	the	the	DET
ap-5393	105	2	size	size	NOUN
ap-5393	105	3	of	of	ADP
ap-5393	105	4	the	the	DET
ap-5393	105	5	genotype	genotype	NOUN
ap-5393	105	6	may	may	AUX
ap-5393	105	7	vary	vary	VERB
ap-5393	105	8	.	.	PUNCT
ap-5393	106	1	in	in	ADP
ap-5393	106	2	this	this	DET
ap-5393	106	3	case	case	NOUN
ap-5393	106	4	,	,	PUNCT
ap-5393	106	5	both	both	CCONJ
ap-5393	106	6	the	the	DET
ap-5393	106	7	mutations	mutation	NOUN
ap-5393	106	8	and	and	CCONJ
ap-5393	106	9	crossing	crossing	NOUN
ap-5393	106	10	should	should	AUX
ap-5393	106	11	have	have	AUX
ap-5393	106	12	been	be	AUX
ap-5393	106	13	precisely	precisely	ADV
ap-5393	106	14	designed	design	VERB
ap-5393	106	15	to	to	PART
ap-5393	106	16	work	work	VERB
ap-5393	106	17	with	with	ADP
ap-5393	106	18	different	different	ADJ
ap-5393	106	19	sizes	size	NOUN
ap-5393	106	20	of	of	ADP
ap-5393	106	21	chromosomes	chromosome	NOUN
ap-5393	106	22	.	.	PUNCT
ap-5393	107	1	[	[	X
ap-5393	107	2	4	4	NUM
ap-5393	107	3	]	]	SYM
ap-5393	107	4	59	59	NUM
ap-5393	107	5	p.	p.	NOUN
ap-5393	107	6	hynek	hynek	PROPN
ap-5393	107	7	,	,	PUNCT
ap-5393	107	8	v.	v.	PROPN
ap-5393	107	9	kreibich	kreibich	PROPN
ap-5393	107	10	,	,	PUNCT
ap-5393	107	11	r.	r.	PROPN
ap-5393	107	12	firt	firt	PROPN
ap-5393	107	13	acta	acta	PROPN
ap-5393	107	14	polytechnica	polytechnica	PROPN
ap-5393	107	15	nt	not	PART
ap-5393	107	16	number	number	NOUN
ap-5393	107	17	of	of	ADP
ap-5393	107	18	tools	tool	NOUN
ap-5393	107	19	(	(	PUNCT
ap-5393	107	20	for	for	ADP
ap-5393	107	21	example	example	NOUN
ap-5393	107	22	welding	welding	NOUN
ap-5393	107	23	guns	gun	NOUN
ap-5393	107	24	)	)	PUNCT
ap-5393	107	25	nw	nw	NOUN
ap-5393	107	26	number	number	NOUN
ap-5393	107	27	of	of	ADP
ap-5393	107	28	tasks	task	NOUN
ap-5393	107	29	(	(	PUNCT
ap-5393	107	30	for	for	ADP
ap-5393	107	31	example	example	NOUN
ap-5393	107	32	welding	welding	NOUN
ap-5393	107	33	points	point	NOUN
ap-5393	107	34	)	)	PUNCT
ap-5393	107	35	h	h	NOUN
ap-5393	107	36	=	=	PRON
ap-5393	107	37	{	{	PUNCT
ap-5393	107	38	0	0	NUM
ap-5393	107	39	,	,	PUNCT
ap-5393	107	40	1}(nt×nw	1}(nt×nw	NUM
ap-5393	107	41	)	)	PUNCT
ap-5393	107	42	solution	solution	NOUN
ap-5393	107	43	matrix	matrix	NOUN
ap-5393	107	44	hij	hij	NOUN
ap-5393	107	45	=	=	SYM
ap-5393	107	46	0	0	NUM
ap-5393	107	47	with	with	ADP
ap-5393	107	48	the	the	DET
ap-5393	107	49	i	i	NOUN
ap-5393	107	50	-	-	PUNCT
ap-5393	107	51	tool	tool	PROPN
ap-5393	107	52	,	,	PUNCT
ap-5393	107	53	it	it	PRON
ap-5393	107	54	is	be	AUX
ap-5393	107	55	not	not	PART
ap-5393	107	56	possible	possible	ADJ
ap-5393	107	57	to	to	PART
ap-5393	107	58	reach	reach	VERB
ap-5393	107	59	j	j	PROPN
ap-5393	107	60	-	-	PUNCT
ap-5393	107	61	task	task	PROPN
ap-5393	107	62	hij	hij	NOUN
ap-5393	107	63	=	=	SYM
ap-5393	107	64	1	1	NUM
ap-5393	107	65	with	with	ADP
ap-5393	107	66	the	the	DET
ap-5393	107	67	i	i	NOUN
ap-5393	107	68	-	-	PUNCT
ap-5393	107	69	tool	tool	PROPN
ap-5393	107	70	,	,	PUNCT
ap-5393	107	71	it	it	PRON
ap-5393	107	72	is	be	AUX
ap-5393	107	73	possible	possible	ADJ
ap-5393	107	74	to	to	PART
ap-5393	107	75	reach	reach	VERB
ap-5393	107	76	j	j	PROPN
ap-5393	107	77	-	-	NOUN
ap-5393	107	78	task	task	NOUN
ap-5393	107	79	−→	−→	NOUN
ap-5393	107	80	p	p	PROPN
ap-5393	107	81	∈	∈	PROPN
ap-5393	107	82	rnt	rnt	VERB
ap-5393	107	83	price	price	NOUN
ap-5393	107	84	vector	vector	NOUN
ap-5393	107	85	pi	pi	NOUN
ap-5393	107	86	price	price	NOUN
ap-5393	107	87	of	of	ADP
ap-5393	107	88	the	the	DET
ap-5393	107	89	i	i	NOUN
ap-5393	107	90	-	-	PUNCT
ap-5393	107	91	tool	tool	NOUN
ap-5393	107	92	−→	−→	NOUN
ap-5393	107	93	k	k	PROPN
ap-5393	107	94	∈	∈	PROPN
ap-5393	107	95	nnt	nnt	X
ap-5393	107	96	0	0	NUM
ap-5393	107	97	configuration	configuration	NOUN
ap-5393	107	98	vector	vector	NOUN
ap-5393	107	99	ki	ki	PROPN
ap-5393	107	100	planned	plan	VERB
ap-5393	107	101	amount	amount	NOUN
ap-5393	107	102	of	of	ADP
ap-5393	107	103	i	i	NOUN
ap-5393	107	104	-	-	PUNCT
ap-5393	107	105	tool	tool	NOUN
ap-5393	107	106	t	t	NOUN
ap-5393	107	107	=	=	PRON
ap-5393	107	108	∑nt	∑nt	PUNCT
ap-5393	108	1	j=1	j=1	PROPN
ap-5393	108	2	kjpj	kjpj	PROPN
ap-5393	108	3	total	total	ADJ
ap-5393	108	4	price	price	NOUN
ap-5393	108	5	−−→	−−→	NOUN
ap-5393	108	6	u	u	NOUN
ap-5393	108	7	−→	−→	NOUN
ap-5393	108	8	k	k	PROPN
ap-5393	108	9	∈	∈	PROPN
ap-5393	108	10	{	{	PUNCT
ap-5393	108	11	0	0	NUM
ap-5393	108	12	,	,	PUNCT
ap-5393	108	13	1}nw	1}nw	ADJ
ap-5393	108	14	success	success	NOUN
ap-5393	108	15	vector	vector	NOUN
ap-5393	108	16	for	for	ADP
ap-5393	108	17	the	the	DET
ap-5393	108	18	configuration	configuration	NOUN
ap-5393	109	1	−→k	−→k	ADP
ap-5393	109	2	u	u	NOUN
ap-5393	110	1	−→	−→	NOUN
ap-5393	110	2	k	k	PROPN
ap-5393	111	1	i	i	NOUN
ap-5393	111	2	=	=	PUNCT
ap-5393	111	3	0	0	PUNCT
ap-5393	112	1	i	i	PROPN
ap-5393	112	2	-	-	PUNCT
ap-5393	112	3	task	task	NOUN
ap-5393	112	4	is	be	AUX
ap-5393	112	5	not	not	PART
ap-5393	112	6	possible	possible	ADJ
ap-5393	112	7	in	in	ADP
ap-5393	112	8	configuration	configuration	NOUN
ap-5393	112	9	−→k	−→k	SCONJ
ap-5393	112	10	(	(	PUNCT
ap-5393	112	11	i.e.	i.e.	X
ap-5393	112	12	∀j	∀j	NOUN
ap-5393	112	13	:	:	PUNCT
ap-5393	112	14	hji	hji	PROPN
ap-5393	112	15	=	=	PUNCT
ap-5393	112	16	0	0	NUM
ap-5393	112	17	°	°	NOUN
ap-5393	112	18	∨kj	∨kj	X
ap-5393	113	1	=	=	SYM
ap-5393	113	2	0	0	NUM
ap-5393	113	3	)	)	PUNCT
ap-5393	113	4	u	u	NOUN
ap-5393	113	5	−→	−→	NOUN
ap-5393	114	1	k	k	PROPN
ap-5393	114	2	i	i	NOUN
ap-5393	114	3	=	=	NOUN
ap-5393	114	4	1	1	NUM
ap-5393	114	5	i	i	PROPN
ap-5393	114	6	-	-	PUNCT
ap-5393	114	7	task	task	NOUN
ap-5393	114	8	is	be	AUX
ap-5393	114	9	possible	possible	ADJ
ap-5393	114	10	in	in	ADP
ap-5393	114	11	configuration	configuration	NOUN
ap-5393	115	1	−→k	−→k	ADP
ap-5393	115	2	(	(	PUNCT
ap-5393	115	3	i.e.	i.e.	X
ap-5393	115	4	∃j	∃j	NOUN
ap-5393	115	5	:	:	PUNCT
ap-5393	115	6	hji	hji	PROPN
ap-5393	115	7	=	=	PUNCT
ap-5393	115	8	1	1	NUM
ap-5393	115	9	°	°	X
ap-5393	115	10	∧kj	∧kj	PROPN
ap-5393	115	11	>	>	X
ap-5393	115	12	0	0	NUM
ap-5393	115	13	)	)	PUNCT
ap-5393	115	14	v	v	ADP
ap-5393	115	15	−→	−→	NOUN
ap-5393	115	16	k	k	PROPN
ap-5393	115	17	=	=	PUNCT
ap-5393	115	18	∑nw	∑nw	PROPN
ap-5393	115	19	j=1	j=1	NOUN
ap-5393	115	20	u	u	NOUN
ap-5393	115	21	−→	−→	VERB
ap-5393	115	22	k	k	PROPN
ap-5393	115	23	j	j	PROPN
ap-5393	115	24	overall	overall	ADJ
ap-5393	115	25	success	success	NOUN
ap-5393	115	26	of	of	ADP
ap-5393	115	27	configuration	configuration	NOUN
ap-5393	115	28	−→k	−→k	ADP
ap-5393	115	29	table	table	NOUN
ap-5393	115	30	1	1	NUM
ap-5393	115	31	.	.	PUNCT
ap-5393	115	32	basic	basic	ADJ
ap-5393	115	33	variables	variable	NOUN
ap-5393	115	34	.	.	PUNCT
ap-5393	116	1	figure	figure	VERB
ap-5393	116	2	6	6	NUM
ap-5393	116	3	.	.	PUNCT
ap-5393	116	4	general	general	ADJ
ap-5393	116	5	ea	ea	PROPN
ap-5393	116	6	process	process	NOUN
ap-5393	116	7	.	.	PUNCT
ap-5393	117	1	figure	figure	NOUN
ap-5393	117	2	7	7	NUM
ap-5393	117	3	.	.	PUNCT
ap-5393	117	4	bit	bit	NOUN
ap-5393	117	5	string	string	NOUN
ap-5393	117	6	.	.	PUNCT
ap-5393	118	1	figure	figure	NOUN
ap-5393	118	2	8	8	NUM
ap-5393	118	3	.	.	PUNCT
ap-5393	119	1	roulette	roulette	NOUN
ap-5393	119	2	wheel	wheel	NOUN
ap-5393	119	3	.	.	PUNCT
ap-5393	120	1	crossing	cross	VERB
ap-5393	120	2	one	one	NUM
ap-5393	120	3	of	of	ADP
ap-5393	120	4	the	the	DET
ap-5393	120	5	most	most	ADV
ap-5393	120	6	common	common	ADJ
ap-5393	120	7	ways	way	NOUN
ap-5393	120	8	of	of	ADP
ap-5393	120	9	crossing	crossing	NOUN
ap-5393	120	10	is	be	AUX
ap-5393	120	11	a	a	DET
ap-5393	120	12	simple	simple	ADJ
ap-5393	120	13	crossover	crossover	NOUN
ap-5393	120	14	method	method	NOUN
ap-5393	120	15	.	.	PUNCT
ap-5393	121	1	it	it	PRON
ap-5393	121	2	is	be	AUX
ap-5393	121	3	usually	usually	ADV
ap-5393	121	4	done	do	VERB
ap-5393	121	5	with	with	ADP
ap-5393	121	6	one	one	NUM
ap-5393	121	7	or	or	CCONJ
ap-5393	121	8	two	two	NUM
ap-5393	121	9	points	point	NOUN
ap-5393	121	10	that	that	PRON
ap-5393	121	11	are	be	AUX
ap-5393	121	12	randomly	randomly	ADV
ap-5393	121	13	selected	select	VERB
ap-5393	121	14	in	in	ADP
ap-5393	121	15	the	the	DET
ap-5393	121	16	chromosome	chromosome	NOUN
ap-5393	121	17	and	and	CCONJ
ap-5393	121	18	the	the	DET
ap-5393	121	19	genes	gene	NOUN
ap-5393	121	20	are	be	AUX
ap-5393	121	21	exchanged	exchange	VERB
ap-5393	121	22	between	between	ADP
ap-5393	121	23	those	those	DET
ap-5393	121	24	two	two	NUM
ap-5393	121	25	.	.	PUNCT
ap-5393	122	1	[	[	X
ap-5393	122	2	7	7	X
ap-5393	122	3	]	]	ADJ
ap-5393	122	4	mutation	mutation	NOUN
ap-5393	122	5	for	for	ADP
ap-5393	122	6	the	the	DET
ap-5393	122	7	mutation	mutation	NOUN
ap-5393	122	8	,	,	PUNCT
ap-5393	122	9	it	it	PRON
ap-5393	122	10	should	should	AUX
ap-5393	122	11	apply	apply	VERB
ap-5393	122	12	that	that	SCONJ
ap-5393	122	13	bigger	big	ADJ
ap-5393	122	14	changes	change	NOUN
ap-5393	122	15	occur	occur	VERB
ap-5393	122	16	with	with	ADP
ap-5393	122	17	fewer	few	ADJ
ap-5393	122	18	probabilities	probability	NOUN
ap-5393	122	19	than	than	ADP
ap-5393	122	20	small	small	ADJ
ap-5393	122	21	changes	change	NOUN
ap-5393	122	22	.	.	PUNCT
ap-5393	123	1	the	the	DET
ap-5393	123	2	mutation	mutation	NOUN
ap-5393	123	3	method	method	NOUN
ap-5393	123	4	depends	depend	VERB
ap-5393	123	5	on	on	ADP
ap-5393	123	6	the	the	DET
ap-5393	123	7	representation	representation	NOUN
ap-5393	123	8	method	method	NOUN
ap-5393	123	9	.	.	PUNCT
ap-5393	124	1	if	if	SCONJ
ap-5393	124	2	a	a	DET
ap-5393	124	3	binary	binary	ADJ
ap-5393	124	4	chromosome	chromosome	NOUN
ap-5393	124	5	is	be	AUX
ap-5393	124	6	present	present	ADJ
ap-5393	124	7	,	,	PUNCT
ap-5393	124	8	the	the	DET
ap-5393	124	9	mutation	mutation	NOUN
ap-5393	124	10	can	can	AUX
ap-5393	124	11	be	be	AUX
ap-5393	124	12	done	do	VERB
ap-5393	124	13	by	by	ADP
ap-5393	124	14	random	random	ADJ
ap-5393	124	15	bit	bit	NOUN
ap-5393	124	16	exchange	exchange	NOUN
ap-5393	124	17	.	.	PUNCT
ap-5393	125	1	in	in	ADP
ap-5393	125	2	the	the	DET
ap-5393	125	3	case	case	NOUN
ap-5393	125	4	of	of	ADP
ap-5393	125	5	the	the	DET
ap-5393	125	6	real	real	ADJ
ap-5393	125	7	number	number	NOUN
ap-5393	125	8	chromosome	chromosome	NOUN
ap-5393	125	9	,	,	PUNCT
ap-5393	125	10	random	random	ADJ
ap-5393	125	11	values	value	NOUN
ap-5393	125	12	(	(	PUNCT
ap-5393	125	13	given	give	VERB
ap-5393	125	14	e.g.	e.g.	ADV
ap-5393	125	15	by	by	ADP
ap-5393	125	16	the	the	DET
ap-5393	125	17	normal	normal	ADJ
ap-5393	125	18	distribution	distribution	NOUN
ap-5393	125	19	)	)	PUNCT
ap-5393	125	20	can	can	AUX
ap-5393	125	21	be	be	AUX
ap-5393	125	22	added	add	VERB
ap-5393	125	23	to	to	ADP
ap-5393	125	24	gene	gene	NOUN
ap-5393	125	25	values	value	NOUN
ap-5393	125	26	.	.	PUNCT
ap-5393	126	1	if	if	SCONJ
ap-5393	126	2	the	the	DET
ap-5393	126	3	solution	solution	NOUN
ap-5393	126	4	by	by	ADP
ap-5393	126	5	a	a	DET
ap-5393	126	6	chart	chart	NOUN
ap-5393	126	7	is	be	AUX
ap-5393	126	8	presented	present	VERB
ap-5393	126	9	,	,	PUNCT
ap-5393	126	10	the	the	DET
ap-5393	126	11	mutation	mutation	NOUN
ap-5393	126	12	can	can	AUX
ap-5393	126	13	be	be	AUX
ap-5393	126	14	adding	add	VERB
ap-5393	126	15	a	a	DET
ap-5393	126	16	node	node	NOUN
ap-5393	126	17	,	,	PUNCT
ap-5393	126	18	an	an	DET
ap-5393	126	19	edge	edge	NOUN
ap-5393	126	20	,	,	PUNCT
ap-5393	126	21	changing	change	VERB
ap-5393	126	22	the	the	DET
ap-5393	126	23	order	order	NOUN
ap-5393	126	24	,	,	PUNCT
ap-5393	126	25	etc	etc	X
ap-5393	126	26	.	.	X
ap-5393	127	1	[	[	X
ap-5393	127	2	8	8	NUM
ap-5393	127	3	]	]	X
ap-5393	127	4	selection	selection	NOUN
ap-5393	127	5	the	the	DET
ap-5393	127	6	commonly	commonly	ADV
ap-5393	127	7	used	use	VERB
ap-5393	127	8	genetic	genetic	ADJ
ap-5393	127	9	-	-	PUNCT
ap-5393	127	10	algorithm	algorithm	NOUN
ap-5393	127	11	selection	selection	NOUN
ap-5393	127	12	method	method	NOUN
ap-5393	127	13	is	be	AUX
ap-5393	127	14	the	the	DET
ap-5393	127	15	roulette	roulette	NOUN
ap-5393	127	16	wheel	wheel	NOUN
ap-5393	127	17	selection	selection	NOUN
ap-5393	127	18	.	.	PUNCT
ap-5393	128	1	imagine	imagine	VERB
ap-5393	128	2	a	a	DET
ap-5393	128	3	roulette	roulette	NOUN
ap-5393	128	4	wheel	wheel	NOUN
ap-5393	128	5	divided	divide	VERB
ap-5393	128	6	into	into	ADP
ap-5393	128	7	different	different	ADJ
ap-5393	128	8	size	size	NOUN
ap-5393	128	9	fields	field	NOUN
ap-5393	128	10	.	.	PUNCT
ap-5393	129	1	the	the	DET
ap-5393	129	2	size	size	NOUN
ap-5393	129	3	of	of	ADP
ap-5393	129	4	each	each	DET
ap-5393	129	5	piece	piece	NOUN
ap-5393	129	6	corresponds	correspond	VERB
ap-5393	129	7	to	to	ADP
ap-5393	129	8	the	the	DET
ap-5393	129	9	individual	individual	NOUN
ap-5393	129	10	’s	’s	PART
ap-5393	129	11	fitness	fitness	NOUN
ap-5393	129	12	value	value	NOUN
ap-5393	129	13	(	(	PUNCT
ap-5393	129	14	see	see	VERB
ap-5393	129	15	figure	figure	NOUN
ap-5393	129	16	8)	8)	NUM
ap-5393	129	17	.	.	PUNCT
ap-5393	130	1	when	when	SCONJ
ap-5393	130	2	the	the	DET
ap-5393	130	3	roulette	roulette	NOUN
ap-5393	130	4	spins	spin	VERB
ap-5393	130	5	,	,	PUNCT
ap-5393	130	6	there	there	PRON
ap-5393	130	7	is	be	VERB
ap-5393	130	8	a	a	DET
ap-5393	130	9	higher	high	ADJ
ap-5393	130	10	chance	chance	NOUN
ap-5393	130	11	that	that	SCONJ
ap-5393	130	12	larger	large	ADJ
ap-5393	130	13	piece	piece	NOUN
ap-5393	130	14	will	will	AUX
ap-5393	130	15	be	be	AUX
ap-5393	130	16	selected	select	VERB
ap-5393	130	17	.	.	PUNCT
ap-5393	131	1	individuals	individual	NOUN
ap-5393	131	2	with	with	ADP
ap-5393	131	3	a	a	DET
ap-5393	131	4	higher	high	ADJ
ap-5393	131	5	fitness	fitness	NOUN
ap-5393	131	6	rating	rating	NOUN
ap-5393	131	7	have	have	VERB
ap-5393	131	8	a	a	DET
ap-5393	131	9	higher	high	ADJ
ap-5393	131	10	chance	chance	NOUN
ap-5393	131	11	of	of	ADP
ap-5393	131	12	being	be	AUX
ap-5393	131	13	selected	select	VERB
ap-5393	131	14	for	for	ADP
ap-5393	131	15	crossing	crossing	NOUN
ap-5393	131	16	and	and	CCONJ
ap-5393	131	17	to	to	PART
ap-5393	131	18	pass	pass	VERB
ap-5393	131	19	on	on	ADP
ap-5393	131	20	their	their	PRON
ap-5393	131	21	genes	gene	NOUN
ap-5393	131	22	.	.	PUNCT
ap-5393	132	1	[	[	X
ap-5393	132	2	7	7	NUM
ap-5393	132	3	]	]	SYM
ap-5393	132	4	60	60	NUM
ap-5393	132	5	vol	vol	NOUN
ap-5393	132	6	.	.	PUNCT
ap-5393	133	1	60	60	NUM
ap-5393	133	2	no	no	INTJ
ap-5393	133	3	.	.	PUNCT
ap-5393	134	1	1/2020	1/2020	NUM
ap-5393	134	2	suitable	suitable	ADJ
ap-5393	134	3	production	production	NOUN
ap-5393	134	4	tools	tool	NOUN
ap-5393	134	5	selection	selection	NOUN
ap-5393	134	6	.	.	PUNCT
ap-5393	134	7	.	.	PUNCT
ap-5393	134	8	.	.	PUNCT
ap-5393	135	1	figure	figure	NOUN
ap-5393	135	2	9	9	NUM
ap-5393	135	3	.	.	PUNCT
ap-5393	136	1	start	start	VERB
ap-5393	136	2	matrix	matrix	NOUN
ap-5393	136	3	.	.	PUNCT
ap-5393	137	1	g1	g1	PROPN
ap-5393	137	2	–	–	PUNCT
ap-5393	137	3	g20	g20	NOUN
ap-5393	137	4	welding	welding	NOUN
ap-5393	137	5	gun	gun	NOUN
ap-5393	137	6	wp1	wp1	NOUN
ap-5393	137	7	–	–	PUNCT
ap-5393	137	8	wp15	wp15	PROPN
ap-5393	137	9	welding	welding	NOUN
ap-5393	137	10	point	point	NOUN
ap-5393	137	11	costs	cost	VERB
ap-5393	137	12	costs	cost	NOUN
ap-5393	137	13	of	of	ADP
ap-5393	137	14	welding	weld	VERB
ap-5393	137	15	gun	gun	NOUN
ap-5393	137	16	quantity	quantity	NOUN
ap-5393	137	17	number	number	NOUN
ap-5393	137	18	of	of	ADP
ap-5393	137	19	welding	welding	NOUN
ap-5393	137	20	guns	gun	NOUN
ap-5393	137	21	required	require	VERB
ap-5393	137	22	for	for	ADP
ap-5393	137	23	the	the	DET
ap-5393	137	24	best	good	ADJ
ap-5393	137	25	solution	solution	NOUN
ap-5393	137	26	result	result	VERB
ap-5393	137	27	quantity	quantity	NOUN
ap-5393	137	28	vs.	vs.	ADP
ap-5393	137	29	costs	cost	NOUN
ap-5393	137	30	checksum	checksum	VERB
ap-5393	137	31	the	the	DET
ap-5393	137	32	check	check	NOUN
ap-5393	137	33	sum	sum	NOUN
ap-5393	137	34	,	,	PUNCT
ap-5393	137	35	number	number	NOUN
ap-5393	137	36	1	1	NUM
ap-5393	137	37	is	be	AUX
ap-5393	137	38	necessary	necessary	ADJ
ap-5393	137	39	for	for	ADP
ap-5393	137	40	the	the	DET
ap-5393	137	41	correct	correct	ADJ
ap-5393	137	42	result	result	NOUN
ap-5393	137	43	table	table	NOUN
ap-5393	137	44	2	2	NUM
ap-5393	137	45	.	.	PUNCT
ap-5393	137	46	description	description	NOUN
ap-5393	137	47	of	of	ADP
ap-5393	137	48	the	the	DET
ap-5393	137	49	matrix	matrix	NOUN
ap-5393	137	50	..	..	PUNCT
ap-5393	138	1	5	5	X
ap-5393	138	2	.	.	X
ap-5393	138	3	ideal	ideal	ADJ
ap-5393	138	4	solution	solution	NOUN
ap-5393	138	5	the	the	DET
ap-5393	138	6	problem	problem	NOUN
ap-5393	138	7	described	describe	VERB
ap-5393	138	8	above	above	ADV
ap-5393	138	9	will	will	AUX
ap-5393	138	10	be	be	AUX
ap-5393	138	11	solved	solve	VERB
ap-5393	138	12	using	use	VERB
ap-5393	138	13	the	the	DET
ap-5393	138	14	genetic	genetic	ADJ
ap-5393	138	15	evolution	evolution	NOUN
ap-5393	138	16	algorithm	algorithm	NOUN
ap-5393	138	17	.	.	PUNCT
ap-5393	139	1	the	the	DET
ap-5393	139	2	solver	solver	VERB
ap-5393	139	3	optimization	optimization	NOUN
ap-5393	139	4	software	software	NOUN
ap-5393	139	5	will	will	AUX
ap-5393	139	6	be	be	AUX
ap-5393	139	7	used	use	VERB
ap-5393	139	8	,	,	PUNCT
ap-5393	139	9	this	this	PRON
ap-5393	139	10	is	be	AUX
ap-5393	139	11	the	the	DET
ap-5393	139	12	ms	ms	PROPN
ap-5393	139	13	excel	excel	PROPN
ap-5393	139	14	add	add	NOUN
ap-5393	139	15	-	-	PUNCT
ap-5393	139	16	on	on	ADP
ap-5393	139	17	.	.	PUNCT
ap-5393	140	1	first	first	ADV
ap-5393	140	2	,	,	PUNCT
ap-5393	140	3	the	the	DET
ap-5393	140	4	matrix	matrix	NOUN
ap-5393	140	5	of	of	ADP
ap-5393	140	6	the	the	DET
ap-5393	140	7	result	result	NOUN
ap-5393	140	8	is	be	AUX
ap-5393	140	9	converted	convert	VERB
ap-5393	140	10	(	(	PUNCT
ap-5393	140	11	composed	compose	VERB
ap-5393	140	12	of	of	ADP
ap-5393	140	13	welding	welding	NOUN
ap-5393	140	14	guns	gun	NOUN
ap-5393	140	15	’	'	PUNCT
ap-5393	140	16	availability	availability	NOUN
ap-5393	140	17	)	)	PUNCT
ap-5393	140	18	into	into	ADP
ap-5393	140	19	the	the	DET
ap-5393	140	20	binary	binary	PROPN
ap-5393	140	21	code	code	PROPN
ap-5393	140	22	and	and	CCONJ
ap-5393	140	23	other	other	ADJ
ap-5393	140	24	parameters	parameter	NOUN
ap-5393	140	25	are	be	AUX
ap-5393	140	26	added	add	VERB
ap-5393	140	27	.	.	PUNCT
ap-5393	141	1	individual	individual	ADJ
ap-5393	141	2	variables	variable	NOUN
ap-5393	141	3	are	be	AUX
ap-5393	141	4	described	describe	VERB
ap-5393	141	5	in	in	ADP
ap-5393	141	6	table	table	NOUN
ap-5393	141	7	2	2	NUM
ap-5393	141	8	.	.	PUNCT
ap-5393	142	1	now	now	ADV
ap-5393	142	2	in	in	ADP
ap-5393	142	3	ms	ms	PROPN
ap-5393	142	4	excel	excel	NOUN
ap-5393	142	5	,	,	PUNCT
ap-5393	142	6	under	under	ADP
ap-5393	142	7	the	the	DET
ap-5393	142	8	“	"	PUNCT
ap-5393	142	9	data	data	PROPN
ap-5393	142	10	”	"	PUNCT
ap-5393	142	11	tab	tab	NOUN
ap-5393	142	12	,	,	PUNCT
ap-5393	142	13	the	the	DET
ap-5393	142	14	“	"	PUNCT
ap-5393	142	15	solver	solver	NOUN
ap-5393	142	16	”	"	PUNCT
ap-5393	142	17	add	add	NOUN
ap-5393	142	18	-	-	PUNCT
ap-5393	142	19	on	on	NOUN
ap-5393	142	20	is	be	AUX
ap-5393	142	21	used	use	VERB
ap-5393	142	22	and	and	CCONJ
ap-5393	142	23	the	the	DET
ap-5393	142	24	basic	basic	ADJ
ap-5393	142	25	parameters	parameter	NOUN
ap-5393	142	26	are	be	AUX
ap-5393	142	27	set	set	VERB
ap-5393	142	28	(	(	PUNCT
ap-5393	142	29	see	see	VERB
ap-5393	142	30	figure	figure	NOUN
ap-5393	142	31	10	10	NUM
ap-5393	142	32	)	)	PUNCT
ap-5393	142	33	.	.	PUNCT
ap-5393	143	1	since	since	SCONJ
ap-5393	143	2	the	the	DET
ap-5393	143	3	task	task	NOUN
ap-5393	143	4	is	be	AUX
ap-5393	143	5	relatively	relatively	ADV
ap-5393	143	6	complex	complex	ADJ
ap-5393	143	7	and	and	CCONJ
ap-5393	143	8	many	many	ADJ
ap-5393	143	9	variants	variant	NOUN
ap-5393	143	10	need	need	VERB
ap-5393	143	11	to	to	PART
ap-5393	143	12	be	be	AUX
ap-5393	143	13	checked	check	VERB
ap-5393	143	14	,	,	PUNCT
ap-5393	143	15	it	it	PRON
ap-5393	143	16	is	be	AUX
ap-5393	143	17	recommended	recommend	VERB
ap-5393	143	18	to	to	PART
ap-5393	143	19	change	change	VERB
ap-5393	143	20	the	the	DET
ap-5393	143	21	basic	basic	ADJ
ap-5393	143	22	optimization	optimization	NOUN
ap-5393	143	23	time	time	NOUN
ap-5393	143	24	setting	set	VERB
ap-5393	143	25	to	to	ADP
ap-5393	143	26	3	3	NUM
ap-5393	143	27	minutes	minute	NOUN
ap-5393	143	28	(	(	PUNCT
ap-5393	143	29	see	see	VERB
ap-5393	143	30	figure	figure	NOUN
ap-5393	143	31	11	11	NUM
ap-5393	143	32	)	)	PUNCT
ap-5393	143	33	.	.	PUNCT
ap-5393	144	1	the	the	DET
ap-5393	144	2	optimization	optimization	NOUN
ap-5393	144	3	itself	itself	PRON
ap-5393	144	4	is	be	AUX
ap-5393	144	5	started	start	VERB
ap-5393	144	6	with	with	ADP
ap-5393	144	7	the	the	DET
ap-5393	144	8	“	"	PUNCT
ap-5393	144	9	solve	solve	NOUN
ap-5393	144	10	”	"	PUNCT
ap-5393	144	11	command	command	NOUN
ap-5393	144	12	,	,	PUNCT
ap-5393	144	13	see	see	VERB
ap-5393	144	14	figure	figure	NOUN
ap-5393	144	15	12	12	NUM
ap-5393	144	16	.	.	PUNCT
ap-5393	145	1	after	after	SCONJ
ap-5393	145	2	the	the	DET
ap-5393	145	3	calculation	calculation	NOUN
ap-5393	145	4	is	be	AUX
ap-5393	145	5	complete	complete	ADJ
ap-5393	145	6	,	,	PUNCT
ap-5393	145	7	the	the	DET
ap-5393	145	8	ideal	ideal	ADJ
ap-5393	145	9	solution	solution	NOUN
ap-5393	145	10	is	be	AUX
ap-5393	145	11	confirmed	confirm	VERB
ap-5393	145	12	to	to	PART
ap-5393	145	13	keep	keep	VERB
ap-5393	145	14	(	(	PUNCT
ap-5393	145	15	see	see	VERB
ap-5393	145	16	figure	figure	NOUN
ap-5393	145	17	13	13	NUM
ap-5393	145	18	)	)	PUNCT
ap-5393	145	19	.	.	PUNCT
ap-5393	146	1	the	the	DET
ap-5393	146	2	ideal	ideal	ADJ
ap-5393	146	3	solution	solution	NOUN
ap-5393	146	4	is	be	AUX
ap-5393	146	5	the	the	DET
ap-5393	146	6	use	use	NOUN
ap-5393	146	7	of	of	ADP
ap-5393	146	8	only	only	ADV
ap-5393	146	9	two	two	NUM
ap-5393	146	10	welding	welding	NOUN
ap-5393	146	11	gun	gun	NOUN
ap-5393	146	12	types	type	NOUN
ap-5393	146	13	g3	g3	PROPN
ap-5393	146	14	and	and	CCONJ
ap-5393	146	15	g5	g5	PROPN
ap-5393	146	16	.	.	PUNCT
ap-5393	147	1	the	the	DET
ap-5393	147	2	total	total	ADJ
ap-5393	147	3	cost	cost	NOUN
ap-5393	147	4	of	of	ADP
ap-5393	147	5	this	this	DET
ap-5393	147	6	combination	combination	NOUN
ap-5393	147	7	is	be	AUX
ap-5393	147	8	240	240	NUM
ap-5393	147	9	.	.	PUNCT
ap-5393	148	1	it	it	PRON
ap-5393	148	2	is	be	AUX
ap-5393	148	3	still	still	ADV
ap-5393	148	4	necessary	necessary	ADJ
ap-5393	148	5	to	to	PART
ap-5393	148	6	check	check	VERB
ap-5393	148	7	the	the	DET
ap-5393	148	8	checksum	checksum	ADJ
ap-5393	148	9	indicator	indicator	NOUN
ap-5393	148	10	,	,	PUNCT
ap-5393	148	11	all	all	DET
ap-5393	148	12	values	value	NOUN
ap-5393	148	13	need	need	VERB
ap-5393	148	14	to	to	PART
ap-5393	148	15	equal	equal	VERB
ap-5393	148	16	to	to	ADP
ap-5393	148	17	1	1	NUM
ap-5393	148	18	and	and	CCONJ
ap-5393	148	19	the	the	DET
ap-5393	148	20	total	total	ADJ
ap-5393	148	21	sum	sum	NOUN
ap-5393	148	22	should	should	AUX
ap-5393	148	23	match	match	VERB
ap-5393	148	24	the	the	DET
ap-5393	148	25	number	number	NOUN
ap-5393	148	26	of	of	ADP
ap-5393	148	27	welding	welding	NOUN
ap-5393	148	28	points	point	NOUN
ap-5393	148	29	,	,	PUNCT
ap-5393	148	30	in	in	ADP
ap-5393	148	31	this	this	DET
ap-5393	148	32	case	case	NOUN
ap-5393	148	33	,	,	PUNCT
ap-5393	148	34	the	the	DET
ap-5393	148	35	total	total	ADJ
ap-5393	148	36	sum	sum	NOUN
ap-5393	148	37	is	be	AUX
ap-5393	148	38	15	15	NUM
ap-5393	148	39	.	.	PUNCT
ap-5393	149	1	in	in	ADP
ap-5393	149	2	the	the	DET
ap-5393	149	3	considered	consider	VERB
ap-5393	149	4	case	case	NOUN
ap-5393	149	5	,	,	PUNCT
ap-5393	149	6	for	for	ADP
ap-5393	149	7	20	20	NUM
ap-5393	149	8	welding	welding	NOUN
ap-5393	149	9	gun	gun	NOUN
ap-5393	149	10	types	type	NOUN
ap-5393	149	11	,	,	PUNCT
ap-5393	149	12	where	where	SCONJ
ap-5393	149	13	each	each	DET
ap-5393	149	14	type	type	NOUN
ap-5393	149	15	is	be	AUX
ap-5393	149	16	capable	capable	ADJ
ap-5393	149	17	to	to	PART
ap-5393	149	18	weld	weld	VERB
ap-5393	149	19	at	at	ADV
ap-5393	149	20	least	least	ADV
ap-5393	149	21	one	one	NUM
ap-5393	149	22	welding	welding	NOUN
ap-5393	149	23	point	point	NOUN
ap-5393	149	24	,	,	PUNCT
ap-5393	149	25	more	more	ADJ
ap-5393	149	26	than	than	ADP
ap-5393	149	27	1.4	1.4	NUM
ap-5393	149	28	million	million	NUM
ap-5393	149	29	combinations	combination	NOUN
ap-5393	149	30	can	can	AUX
ap-5393	149	31	be	be	AUX
ap-5393	149	32	found	find	VERB
ap-5393	149	33	.	.	PUNCT
ap-5393	150	1	with	with	ADP
ap-5393	150	2	solver	solver	ADV
ap-5393	150	3	,	,	PUNCT
ap-5393	150	4	the	the	DET
ap-5393	150	5	ideal	ideal	ADJ
ap-5393	150	6	combination	combination	NOUN
ap-5393	150	7	was	be	AUX
ap-5393	150	8	found	find	VERB
ap-5393	150	9	after	after	ADP
ap-5393	150	10	trying	try	VERB
ap-5393	150	11	119,500	119,500	NUM
ap-5393	150	12	combinations	combination	NOUN
ap-5393	150	13	,	,	PUNCT
ap-5393	150	14	which	which	PRON
ap-5393	150	15	is	be	AUX
ap-5393	150	16	about	about	ADV
ap-5393	150	17	8	8	NUM
ap-5393	150	18	%	%	NOUN
ap-5393	150	19	of	of	ADP
ap-5393	150	20	all	all	DET
ap-5393	150	21	possible	possible	ADJ
ap-5393	150	22	combinations	combination	NOUN
ap-5393	150	23	.	.	PUNCT
ap-5393	151	1	6	6	NUM
ap-5393	151	2	.	.	X
ap-5393	151	3	conclusion	conclusion	VERB
ap-5393	151	4	the	the	DET
ap-5393	151	5	main	main	ADJ
ap-5393	151	6	feature	feature	NOUN
ap-5393	151	7	of	of	ADP
ap-5393	151	8	the	the	DET
ap-5393	151	9	production	production	NOUN
ap-5393	151	10	system	system	NOUN
ap-5393	151	11	simulation	simulation	NOUN
ap-5393	151	12	is	be	AUX
ap-5393	151	13	to	to	PART
ap-5393	151	14	create	create	VERB
ap-5393	151	15	multiple	multiple	ADJ
ap-5393	151	16	possibilities	possibility	NOUN
ap-5393	151	17	.	.	PUNCT
ap-5393	152	1	the	the	DET
ap-5393	152	2	described	describe	VERB
ap-5393	152	3	partial	partial	ADJ
ap-5393	152	4	simulation	simulation	NOUN
ap-5393	152	5	of	of	ADP
ap-5393	152	6	the	the	DET
ap-5393	152	7	welding	welding	NOUN
ap-5393	152	8	guns	gun	NOUN
ap-5393	152	9	’	'	PUNCT
ap-5393	152	10	availability	availability	NOUN
ap-5393	152	11	solves	solve	VERB
ap-5393	152	12	the	the	DET
ap-5393	152	13	designing	design	VERB
ap-5393	152	14	issue	issue	NOUN
ap-5393	152	15	of	of	ADP
ap-5393	152	16	the	the	DET
ap-5393	152	17	selection	selection	NOUN
ap-5393	152	18	of	of	ADP
ap-5393	152	19	welding	welding	NOUN
ap-5393	152	20	guns	gun	NOUN
ap-5393	152	21	.	.	PUNCT
ap-5393	153	1	the	the	DET
ap-5393	153	2	result	result	NOUN
ap-5393	153	3	shows	show	VERB
ap-5393	153	4	guns	gun	NOUN
ap-5393	153	5	that	that	PRON
ap-5393	153	6	are	be	AUX
ap-5393	153	7	able	able	ADJ
ap-5393	153	8	to	to	PART
ap-5393	153	9	weld	weld	VERB
ap-5393	153	10	the	the	DET
ap-5393	153	11	selected	select	VERB
ap-5393	153	12	point	point	NOUN
ap-5393	153	13	with	with	ADP
ap-5393	153	14	the	the	DET
ap-5393	153	15	electric	electric	ADJ
ap-5393	153	16	resistance	resistance	NOUN
ap-5393	153	17	welding	welding	NOUN
ap-5393	153	18	method	method	NOUN
ap-5393	153	19	without	without	ADP
ap-5393	153	20	a	a	DET
ap-5393	153	21	collision	collision	NOUN
ap-5393	153	22	,	,	PUNCT
ap-5393	153	23	but	but	CCONJ
ap-5393	153	24	choosing	choose	VERB
ap-5393	153	25	the	the	DET
ap-5393	153	26	right	right	ADJ
ap-5393	153	27	combination	combination	NOUN
ap-5393	153	28	of	of	ADP
ap-5393	153	29	these	these	DET
ap-5393	153	30	guns	gun	NOUN
ap-5393	153	31	is	be	AUX
ap-5393	153	32	not	not	PART
ap-5393	153	33	resolved	resolve	VERB
ap-5393	153	34	.	.	PUNCT
ap-5393	154	1	therefore	therefore	ADV
ap-5393	154	2	,	,	PUNCT
ap-5393	154	3	further	further	ADJ
ap-5393	154	4	analysis	analysis	NOUN
ap-5393	154	5	is	be	AUX
ap-5393	154	6	required	require	VERB
ap-5393	154	7	,	,	PUNCT
ap-5393	154	8	with	with	ADP
ap-5393	154	9	new	new	ADJ
ap-5393	154	10	variables	variable	NOUN
ap-5393	154	11	such	such	ADJ
ap-5393	154	12	as	as	ADP
ap-5393	154	13	price	price	NOUN
ap-5393	154	14	being	be	AUX
ap-5393	154	15	added	add	VERB
ap-5393	154	16	.	.	PUNCT
ap-5393	155	1	this	this	DET
ap-5393	155	2	process	process	NOUN
ap-5393	155	3	gives	give	VERB
ap-5393	155	4	many	many	ADJ
ap-5393	155	5	additional	additional	ADJ
ap-5393	155	6	result	result	NOUN
ap-5393	155	7	combinations	combination	NOUN
ap-5393	155	8	.	.	PUNCT
ap-5393	156	1	the	the	DET
ap-5393	156	2	global	global	ADJ
ap-5393	156	3	evolutionary	evolutionary	ADJ
ap-5393	156	4	analysis	analysis	NOUN
ap-5393	156	5	61	61	NUM
ap-5393	156	6	p.	p.	NOUN
ap-5393	156	7	hynek	hynek	ADJ
ap-5393	156	8	,	,	PUNCT
ap-5393	156	9	v.	v.	PROPN
ap-5393	156	10	kreibich	kreibich	PROPN
ap-5393	156	11	,	,	PUNCT
ap-5393	156	12	r.	r.	PROPN
ap-5393	156	13	firt	firt	PROPN
ap-5393	156	14	acta	acta	PROPN
ap-5393	156	15	polytechnica	polytechnica	PROPN
ap-5393	156	16	figure	figure	NOUN
ap-5393	156	17	10	10	NUM
ap-5393	156	18	.	.	PUNCT
ap-5393	157	1	solver	solver	PROPN
ap-5393	157	2	parameters	parameter	NOUN
ap-5393	157	3	.	.	PUNCT
ap-5393	158	1	figure	figure	VERB
ap-5393	158	2	11	11	NUM
ap-5393	158	3	.	.	PUNCT
ap-5393	159	1	solver	solver	NOUN
ap-5393	159	2	options	option	NOUN
ap-5393	159	3	.	.	PUNCT
ap-5393	160	1	62	62	NUM
ap-5393	160	2	vol	vol	NOUN
ap-5393	160	3	.	.	PUNCT
ap-5393	161	1	60	60	NUM
ap-5393	161	2	no	no	INTJ
ap-5393	161	3	.	.	PUNCT
ap-5393	162	1	1/2020	1/2020	NUM
ap-5393	162	2	suitable	suitable	ADJ
ap-5393	162	3	production	production	NOUN
ap-5393	162	4	tools	tool	NOUN
ap-5393	162	5	selection	selection	NOUN
ap-5393	162	6	.	.	PUNCT
ap-5393	162	7	.	.	PUNCT
ap-5393	162	8	.	.	PUNCT
ap-5393	163	1	figure	figure	NOUN
ap-5393	163	2	12	12	NUM
ap-5393	163	3	.	.	PUNCT
ap-5393	164	1	solver	solver	VERB
ap-5393	164	2	results	result	NOUN
ap-5393	164	3	.	.	PUNCT
ap-5393	165	1	figure	figure	VERB
ap-5393	165	2	13	13	NUM
ap-5393	165	3	.	.	PUNCT
ap-5393	166	1	result	result	PROPN
ap-5393	166	2	matrix	matrix	NOUN
ap-5393	166	3	.	.	PUNCT
ap-5393	167	1	63	63	NUM
ap-5393	167	2	p.	p.	NOUN
ap-5393	167	3	hynek	hynek	PROPN
ap-5393	167	4	,	,	PUNCT
ap-5393	167	5	v.	v.	PROPN
ap-5393	167	6	kreibich	kreibich	PROPN
ap-5393	167	7	,	,	PUNCT
ap-5393	167	8	r.	r.	PROPN
ap-5393	167	9	firt	firt	PROPN
ap-5393	167	10	acta	acta	PROPN
ap-5393	167	11	polytechnica	polytechnica	PROPN
ap-5393	167	12	is	be	AUX
ap-5393	167	13	used	use	VERB
ap-5393	167	14	to	to	PART
ap-5393	167	15	find	find	VERB
ap-5393	167	16	the	the	DET
ap-5393	167	17	ideal	ideal	ADJ
ap-5393	167	18	solution	solution	NOUN
ap-5393	167	19	out	out	ADP
ap-5393	167	20	of	of	ADP
ap-5393	167	21	the	the	DET
ap-5393	167	22	additional	additional	ADJ
ap-5393	167	23	combinations	combination	NOUN
ap-5393	167	24	including	include	VERB
ap-5393	167	25	new	new	ADJ
ap-5393	167	26	variables	variable	NOUN
ap-5393	167	27	.	.	PUNCT
ap-5393	168	1	the	the	DET
ap-5393	168	2	ms	ms	PROPN
ap-5393	168	3	excel	excel	PROPN
ap-5393	168	4	add	add	NOUN
ap-5393	168	5	-	-	PUNCT
ap-5393	168	6	on	on	ADP
ap-5393	168	7	called	call	VERB
ap-5393	168	8	solver	solver	NOUN
ap-5393	168	9	was	be	AUX
ap-5393	168	10	used	use	VERB
ap-5393	168	11	for	for	ADP
ap-5393	168	12	this	this	DET
ap-5393	168	13	analysis	analysis	NOUN
ap-5393	168	14	.	.	PUNCT
ap-5393	169	1	this	this	DET
ap-5393	169	2	software	software	NOUN
ap-5393	169	3	allows	allow	VERB
ap-5393	169	4	you	you	PRON
ap-5393	169	5	to	to	PART
ap-5393	169	6	check	check	VERB
ap-5393	169	7	about	about	ADV
ap-5393	169	8	10,000	10,000	NUM
ap-5393	169	9	possibilities	possibility	NOUN
ap-5393	169	10	in	in	ADP
ap-5393	169	11	a	a	DET
ap-5393	169	12	short	short	ADJ
ap-5393	169	13	amount	amount	NOUN
ap-5393	169	14	of	of	ADP
ap-5393	169	15	time	time	NOUN
ap-5393	169	16	and	and	CCONJ
ap-5393	169	17	come	come	VERB
ap-5393	169	18	out	out	ADP
ap-5393	169	19	with	with	ADP
ap-5393	169	20	the	the	DET
ap-5393	169	21	ideal	ideal	ADJ
ap-5393	169	22	one	one	NUM
ap-5393	169	23	.	.	PUNCT
ap-5393	170	1	as	as	ADP
ap-5393	170	2	an	an	DET
ap-5393	170	3	example	example	NOUN
ap-5393	170	4	,	,	PUNCT
ap-5393	170	5	the	the	DET
ap-5393	170	6	availability	availability	NOUN
ap-5393	170	7	matrix	matrix	NOUN
ap-5393	170	8	is	be	AUX
ap-5393	170	9	presented	present	VERB
ap-5393	170	10	with	with	ADP
ap-5393	170	11	the	the	DET
ap-5393	170	12	combination	combination	NOUN
ap-5393	170	13	of	of	ADP
ap-5393	170	14	15	15	NUM
ap-5393	170	15	welding	welding	NOUN
ap-5393	170	16	points	point	NOUN
ap-5393	170	17	and	and	CCONJ
ap-5393	170	18	20	20	NUM
ap-5393	170	19	types	type	NOUN
ap-5393	170	20	of	of	ADP
ap-5393	170	21	welding	welding	NOUN
ap-5393	170	22	guns	gun	NOUN
ap-5393	170	23	.	.	PUNCT
ap-5393	171	1	to	to	PART
ap-5393	171	2	find	find	VERB
ap-5393	171	3	the	the	DET
ap-5393	171	4	ideal	ideal	ADJ
ap-5393	171	5	combination	combination	NOUN
ap-5393	171	6	of	of	ADP
ap-5393	171	7	welding	welding	NOUN
ap-5393	171	8	guns	gun	NOUN
ap-5393	171	9	using	use	VERB
ap-5393	171	10	the	the	DET
ap-5393	171	11	genetic	genetic	ADJ
ap-5393	171	12	evolution	evolution	NOUN
ap-5393	171	13	algorithm	algorithm	NOUN
ap-5393	171	14	in	in	ADP
ap-5393	171	15	ms	ms	PROPN
ap-5393	171	16	excel	excel	PROPN
ap-5393	171	17	add	add	NOUN
ap-5393	171	18	-	-	PUNCT
ap-5393	171	19	on	on	ADP
ap-5393	171	20	solver	solver	ADV
ap-5393	171	21	,	,	PUNCT
ap-5393	171	22	about	about	ADV
ap-5393	171	23	8	8	NUM
ap-5393	171	24	%	%	NOUN
ap-5393	171	25	of	of	ADP
ap-5393	171	26	all	all	DET
ap-5393	171	27	combinations	combination	NOUN
ap-5393	171	28	were	be	AUX
ap-5393	171	29	necessary	necessary	ADJ
ap-5393	171	30	to	to	PART
ap-5393	171	31	verify	verify	VERB
ap-5393	171	32	.	.	PUNCT
ap-5393	172	1	in	in	ADP
ap-5393	172	2	today	today	NOUN
ap-5393	172	3	’s	’s	PART
ap-5393	172	4	bodywork	bodywork	NOUN
ap-5393	172	5	,	,	PUNCT
ap-5393	172	6	the	the	DET
ap-5393	172	7	weldments	weldment	NOUN
ap-5393	172	8	can	can	AUX
ap-5393	172	9	reach	reach	VERB
ap-5393	172	10	up	up	ADP
ap-5393	172	11	to	to	PART
ap-5393	172	12	400	400	NUM
ap-5393	172	13	welding	welding	NOUN
ap-5393	172	14	points	point	NOUN
ap-5393	172	15	.	.	PUNCT
ap-5393	173	1	the	the	DET
ap-5393	173	2	standardized	standardized	ADJ
ap-5393	173	3	production	production	NOUN
ap-5393	173	4	is	be	AUX
ap-5393	173	5	an	an	DET
ap-5393	173	6	attempt	attempt	NOUN
ap-5393	173	7	to	to	PART
ap-5393	173	8	have	have	AUX
ap-5393	173	9	only	only	ADV
ap-5393	173	10	certain	certain	ADJ
ap-5393	173	11	types	type	NOUN
ap-5393	173	12	of	of	ADP
ap-5393	173	13	welding	welding	NOUN
ap-5393	173	14	guns	gun	NOUN
ap-5393	173	15	.	.	PUNCT
ap-5393	174	1	for	for	ADP
ap-5393	174	2	the	the	DET
ap-5393	174	3	case	case	NOUN
ap-5393	174	4	of	of	ADP
ap-5393	174	5	50	50	NUM
ap-5393	174	6	welding	welding	NOUN
ap-5393	174	7	gun	gun	NOUN
ap-5393	174	8	types	type	NOUN
ap-5393	174	9	and	and	CCONJ
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ap-5393	181	8	-	-	PUNCT
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ap-5393	185	4	-	-	NUM
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ap-5393	185	6	-	-	PUNCT
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ap-5393	185	8	-	-	PUNCT
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ap-5393	189	2	.	.	PUNCT
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ap-5393	194	6	-	-	PUNCT
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ap-5393	194	8	-	-	SYM
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ap-5393	205	6	-	-	SYM
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