Evolutionary hardware design (Invited Paper)

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F11%3APU96089" target="_blank" >RIV/00216305:26230/11:PU96089 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Evolutionary hardware design (Invited Paper)
Original language description
Since the early 1990's researchers have begun to apply evolutionary algorithms to synthesize electronic circuits. Nowadays it is evident that the evolutionary design approach can automatically create efficient electronic circuits in many domains. This paper surveys fundamental concepts of evolutionary hardware design. It introduces relevant search algorithms such as Cartesian genetic programming (CGP). Several case studies are presented demonstrating strength and weakness of the method. Target domains are combinational circuit synthesis where the goal is to minimize the number of gates, image filter design intended for field programmable gate arrays (FPGAs) where the goal is to obtain the quality of filtering of conventional methods for a significantlylower cost on a chip and evolution of benchmark circuits for evaluation of testability analysis methods. Evolved circuits are compared with the best-known conventional designs. FPGAs are presented as accelerators for evolutionary circuit
Czech name
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Czech description
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Project
<a href="/en/project/GAP103%2F10%2F1517" target="_blank" >GAP103/10/1517: Natural Computing on Unconventional Platforms</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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