• DocumentCode
    145935
  • Title

    Fast detection of active genes in Cartesian Genetic Programming

  • Author

    Burian, Petr

  • Author_Institution
    Regional Innovation Centre for Electr. Eng., Univ. of West Bohemia, Pilsen, Czech Republic
  • fYear
    2014
  • fDate
    11-13 Sept. 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper deals with the implementation of fast active genes detector by an FPGA device. The author introduces the modular structure that determines active genes in genotypes of Cartesian Genetic Programming. The use of the detector is suitable if the l-back parameter takes value of 1 or 2. The paper also discusses timing performance. The introduced active genes detector can be used for the reduction of fitness calculations in Cartesian Genetic Programming.
  • Keywords
    field programmable gate arrays; genetic algorithms; performance evaluation; active genes; active genes detector; cartesian genetic programming; fast detection; modular structure; Algorithm design and analysis; Biological cells; Decoding; Detectors; Feeds; Field programmable gate arrays; Genetic programming; Active genes; CGP; Cartesian Genetic Programming; Evolutionary Circuit Design; Evolvable Hardware; FPGA;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals and Electronic Systems (ICSES), 2014 International Conference on
  • Conference_Location
    Poznan
  • Type

    conf

  • DOI
    10.1109/ICSES.2014.6948721
  • Filename
    6948721
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=145935