• DocumentCode
    2688458
  • Title

    A network design problem by a GA with linkage identification and recombination for overlapping building blocks

  • Author

    Tsuji, Miwako ; Munetomo, Masaharu ; Akama, Kiyoshi

  • Author_Institution
    Hokkaido Univ., Sapporo
  • fYear
    2007
  • fDate
    25-28 Sept. 2007
  • Firstpage
    349
  • Lastpage
    356
  • Abstract
    Efficient mixing of building blocks is important for genetic algorithms and linkage identification that identify variables tightly linked to form a building block have been proposed. In this paper, we apply D5-GA with CDC - a genetic algorithm incorporating a linkage identification method called D5 and a crossover method called CDC - to a network design problem to verify its performance and examine the applicability of the linkage identification genetic algorithms.
  • Keywords
    computer networks; genetic algorithms; crossover method; genetic algorithm; linkage identification; network design problem; overlapping building blocks; Algorithm design and analysis; Clustering algorithms; Couplings; Electronic design automation and methodology; Genetic algorithms; Information systems; Laboratories; Large-scale systems; Performance evaluation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2007. CEC 2007. IEEE Congress on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-1339-3
  • Electronic_ISBN
    978-1-4244-1340-9
  • Type

    conf

  • DOI
    10.1109/CEC.2007.4424492
  • Filename
    4424492