Automated design of vehicle silhouette using genetic algorithms and statistical analysis
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F11%3APU91356" target="_blank" >RIV/00216305:26210/11:PU91356 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Automated design of vehicle silhouette using genetic algorithms and statistical analysis
Original language 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.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BA - General mathematics
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
MECCA - Journal of Middle European Costruction and Design of Cars
ISSN
1214-0821
e-ISSN
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Volume of the periodical
2011
Issue of the periodical within the volume
3
Country of publishing house
CZ - CZECH REPUBLIC
Number of pages
5
Pages from-to
1-5
UT code for WoS article
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EID of the result in the Scopus database
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