Detail publikačního výsledku

Automated design of vehicle silhouette using genetic algorithms and statistical analysis

ŠKAROUPKA, D.; ŠANDERA, Č.

Originální název

Automated design of vehicle silhouette using genetic algorithms and statistical analysis

Anglický název

Automated design of vehicle silhouette using genetic algorithms and statistical analysis

Druh

Článek recenzovaný mimo WoS a Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

vehicle design, vehicle styling, product design, styling, PCA (principal component analysis), genetic algorithms, Design and Product Development

Klíčová slova v angličtině

vehicle design, vehicle styling, product design, styling, PCA (principal component analysis), genetic algorithms, Design and Product Development

Autoři

ŠKAROUPKA, D.; ŠANDERA, Č.

Rok RIV

2012

Vydáno

30.11.2011

Nakladatel

MECCA

Místo

Praha

ISSN

1214-0821

Periodikum

MECCA - Journal of Middle European Costruction and Design of Cars

Svazek

2011

Číslo

3

Stát

Česká republika

Strany od

1

Strany do

5

Strany počet

5

BibTex

@article{BUT50621,
  author="David {Škaroupka} and Čeněk {Šandera}",
  title="Automated design of vehicle silhouette using genetic algorithms and statistical analysis",
  journal="MECCA - Journal of Middle European Costruction and Design of Cars",
  year="2011",
  volume="2011",
  number="3",
  pages="1--5",
  issn="1214-0821"
}