Design innovation for real world applications, using evolutionary algorithms

This paper discusses two important features of electronic design through evolutionary processes; creativity and innovation. Hence, conventional design methodologies are discussed and compared with their counterparts via evolutionary processes. An evolutionary search is used as an engine for discover...

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Hauptverfasser: Benkhelifa, E., Dragffy, G., Pipe, A.G., Nibouche, M.
Format: Tagungsbericht
Sprache:eng
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Beschreibung
Zusammenfassung:This paper discusses two important features of electronic design through evolutionary processes; creativity and innovation. Hence, conventional design methodologies are discussed and compared with their counterparts via evolutionary processes. An evolutionary search is used as an engine for discovering new designs for a real world application. Attempts to extract some useful principles from the evolved designs are presented and results are compared to conventional design topologies for the same problems.
ISSN:1089-778X
1941-0026
DOI:10.1109/CEC.2009.4983043