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  • In this paper, we propose a new modification of Cartesian Genetic Programming (CGP) that enables to optimize digital circuits more significantly than standard CGP. We argue that considering fully functional but not necessarily smallest-discovered individual as the parent for new population can decrease the number of harmful mutations and so improve the search space exploration. This phenomenon was confirmed on common benchmarks such as combinational multipliers and the LGSynth91 circuits.
  • In this paper, we propose a new modification of Cartesian Genetic Programming (CGP) that enables to optimize digital circuits more significantly than standard CGP. We argue that considering fully functional but not necessarily smallest-discovered individual as the parent for new population can decrease the number of harmful mutations and so improve the search space exploration. This phenomenon was confirmed on common benchmarks such as combinational multipliers and the LGSynth91 circuits. (en)
Title
  • An Efficient Selection Strategy for Digital Circuit Evolution
  • An Efficient Selection Strategy for Digital Circuit Evolution (en)
skos:prefLabel
  • An Efficient Selection Strategy for Digital Circuit Evolution
  • An Efficient Selection Strategy for Digital Circuit Evolution (en)
skos:notation
  • RIV/00216305:26230/10:PU89591!RIV12-GA0-26230___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GAP103/10/1517), S, Z(MSM0021630528)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 246190
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26230/10:PU89591
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • digital circuit, cartesian genetic programming, circuit design, evolutionary computation, selection operator (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [D8B17D384188]
http://linked.open...v/mistoKonaniAkce
  • York
http://linked.open...i/riv/mistoVydani
  • Berlin
http://linked.open...i/riv/nazevZdroje
  • Evolvable Systems: From Biology to Hardware
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
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http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Sekanina, Lukáš
  • Gajda, Zbyšek
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
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  • Springer-Verlag
https://schema.org/isbn
  • 978-3-642-15322-8
http://localhost/t...ganizacniJednotka
  • 26230
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