• DocumentCode
    1869668
  • Title

    Adaptation in evolutionary computation: a survey

  • Author

    Hinterding, Robert ; Michalewicz, Zbigniew ; Eiben, Agoston E.

  • Author_Institution
    Dept. of Comput. & Math. Sci., Victoria Univ. of Technol., Melbourne, Vic., Australia
  • fYear
    1997
  • fDate
    13-16 Apr 1997
  • Firstpage
    65
  • Lastpage
    69
  • Abstract
    Adaptation of parameters and operators is one of the most important and promising areas of research in evolutionary computation; it tunes the algorithm to the problem while solving the problem. In this paper we develop a classification of adaptation on the basis of the mechanisms used, and the level at which adaptation operates within the evolutionary algorithm. The classification covers all forms of adaptation in evolutionary computation and suggests further research
  • Keywords
    genetic algorithms; adaptation; evolutionary computation; mechanisms; operators; parameters; Biological cells; Computer errors; Computer science; Cost function; Encoding; Evolutionary computation; Genetic mutations; State feedback;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 1997., IEEE International Conference on
  • Conference_Location
    Indianapolis, IN
  • Print_ISBN
    0-7803-3949-5
  • Type

    conf

  • DOI
    10.1109/ICEC.1997.592270
  • Filename
    592270
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1869668