Detail publikace

An Efficient Selection Strategy for Digital Circuit Evolution

GAJDA, Z. SEKANINA, L.

Originální název

An Efficient Selection Strategy for Digital Circuit Evolution

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

digital circuit, cartesian genetic programming, circuit design, evolutionary computation, selection operator

Autoři

GAJDA, Z.; SEKANINA, L.

Rok RIV

2010

Vydáno

8. 9. 2010

Nakladatel

Springer Verlag

Místo

Berlin

ISBN

978-3-642-15322-8

Kniha

Evolvable Systems: From Biology to Hardware

Edice

Lecture Notes in Computer Science

Strany od

13

Strany do

24

Strany počet

12

URL

https://www.fit.vut.cz/research/publication/9299/

BibTex

@inproceedings{BUT35729,
  author="Zbyšek {Gajda} and Lukáš {Sekanina}",
  title="An Efficient Selection Strategy for Digital Circuit Evolution",
  booktitle="Evolvable Systems: From Biology to Hardware",
  year="2010",
  series="Lecture Notes in Computer Science",
  volume="6274",
  pages="13--24",
  publisher="Springer Verlag",
  address="Berlin",
  isbn="978-3-642-15322-8",
  url="https://www.fit.vut.cz/research/publication/9299/"
}