• DocumentCode
    3598880
  • Title

    Efficient use of computational resources in genetic programming: controlling the bloat phenomenon by means of the island model

  • Author

    Fern??ndez, Francisco ; Galeano, Germ??n ; G?³mez, J.A. ; S??nchez, J.M.

  • Author_Institution
    Univ. de Extremadura, Badajoz, Spain
  • Volume
    3
  • fYear
    2002
  • Firstpage
    2520
  • Abstract
    This paper presents a set of experiments that have been performed using both benchmark and real life problems. We have studied whether island-based genetic programming can save computational effort by controlling the bloat phenomenon. Results show us that this model allows us to reduce the computation resources required for finding solutions when using genetic programming.
  • Keywords
    genetic algorithms; bloat phenomenon; computation resources; computational effort; computational resources; genetic programming; island model; Evolutionary computation; Genetic algorithms; Genetic programming; Proposals; Resource management; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IECON 02 [Industrial Electronics Society, IEEE 2002 28th Annual Conference of the]
  • Print_ISBN
    0-7803-7474-6
  • Type

    conf

  • DOI
    10.1109/IECON.2002.1185370
  • Filename
    1185370
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3598880