• DocumentCode
    1651060
  • Title

    Modelling niches of arbitrary shape in genetic algorithms using Niche Linkage in the Dynamic Niche Clustering framework

  • Author

    Gan, Justin ; Warwick, Kevin

  • Author_Institution
    Dept. of Cybern., Reading Univ., UK
  • Volume
    1
  • fYear
    2002
  • Firstpage
    43
  • Lastpage
    48
  • Abstract
    We present some additions to a fuzzy variable radius niche technique called Dynamic Niche Clustering (DNC) (Gan and Warwick, 1999; 2000; 2001) that enable the identification and creation of niches of arbitrary shape through a mechanism called Niche Linkage. We show that by using this mechanism it is possible to attain better feature extraction from the underlying population
  • Keywords
    genetic algorithms; Dynamic Niche Clustering framework; Niche Linkage; arbitrary shape niches; feature extraction; fuzzy variable radius niche technique; genetic algorithms; Clustering algorithms; Convergence; Couplings; Cybernetics; Feature extraction; Gallium nitride; Genetic algorithms; Multi-stage noise shaping; Performance analysis; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
  • Conference_Location
    Honolulu, HI
  • Print_ISBN
    0-7803-7282-4
  • Type

    conf

  • DOI
    10.1109/CEC.2002.1006207
  • Filename
    1006207
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1651060