• DocumentCode
    2236616
  • Title

    A Novel Hardware Implementation of the Compact Genetic Algorithm

  • Author

    Moreno-Armendáriz, Marco A. ; Cruz-Cortés, Nareli ; León-Javier, Alejandro

  • Author_Institution
    Centro de Investig. en Comput., Inst. Politec. Nac., Mexico City, Mexico
  • fYear
    2010
  • fDate
    13-15 Dec. 2010
  • Firstpage
    156
  • Lastpage
    161
  • Abstract
    In this paper we show a novel and efficient design of a compact Genetic Algorithm (cGA) in Hardware. This design presents the following features: modularity, concurrency, minimal resource consumption, real time execution, and high scalability properties. According to the obtained results, we show that it is viable to have this search algorithm in Hardware to be used in real time applications.
  • Keywords
    genetic algorithms; hardware-software codesign; compact genetic algorithm; concurrency; hardware implementation; minimal resource consumption; modularity; real time execution; search algorithm; Compact Genetic Algorithm; FPGA design;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Reconfigurable Computing and FPGAs (ReConFig), 2010 International Conference on
  • Conference_Location
    Quintana Roo
  • Print_ISBN
    978-1-4244-9523-8
  • Electronic_ISBN
    978-0-7695-4314-7
  • Type

    conf

  • DOI
    10.1109/ReConFig.2010.54
  • Filename
    5695298
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2236616