About: Automated design of vehicle silhouette using genetic algorithms and statistical analysis

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper describes a method for the automatic design of vehicle silhouettes. Along history many different vehicles have been created, but most of them share the same features. We can extract these features through statistical analysis (principal component analysis) and use them for building the shape of a vehicles silhouette. To produce the new original silhouettes we utilize optimization method (a genetic algorithm) which fits the new silhouette to the prescribed physical conditions, e.g. space for the engine, space for the passengers etc. This algorithm serves as a source of inspiration for human designers and can be generalized to producing arbitrary kind of products. This paper describes a method for the automatic design of vehicle silhouettes. Along history many different vehicles have been created, but most of them share the same features. We can extract these features through statistical analysis (principal component analysis) and use them for building the shape of a vehicles silhouette. To produce the new original silhouettes we utilize optimization method (a genetic algorithm) which fits the new silhouette to the prescribed physical conditions, e.g. space for the engine, space for the passengers etc. This algorithm serves as a source of inspiration for human designers and can be generalized to producing arbitrary kind of products. (en)
Title	Automated design of vehicle silhouette using genetic algorithms and statistical analysis Automated design of vehicle silhouette using genetic algorithms and statistical analysis (en)
skos:prefLabel	Automated design of vehicle silhouette using genetic algorithms and statistical analysis Automated design of vehicle silhouette using genetic algorithms and statistical analysis (en)
skos:notation	RIV/00216305:26210/11:PU91356!RIV12-MSM-26210___
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...iv/cisloPeriodika	3
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Škaroupka, David Šandera, Čeněk
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta strojního inženýrství
http://linked.open...dnocenehoVysledku	187540
http://linked.open...ai/riv/idVysledku	RIV/00216305:26210/11:PU91356
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	vehicle design, vehicle styling, product design, styling, PCA (principal component analysis), genetic algorithms, Design and Product Development (en)
http://linked.open.../riv/klicoveSlovo	Design and Product Development PCA (principal component analysis) product design styling vehicle design vehicle styling genetic algorithms
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[6C5812CBC9BD]
http://linked.open...i/riv/nazevZdroje	MECCA - Journal of Middle European Costruction and Design of Cars
http://linked.open...in/vavai/riv/obor	BA
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2011
http://linked.open...v/svazekPeriodika	2011
http://linked.open...iv/tvurceVysledku	Šandera, Čeněk Škaroupka, David
issn	1214-0821
number of pages	5 (xsd:int)
http://localhost/t...ganizacniJednotka	26210

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