• DocumentCode
    3251237
  • Title

    Evolutionary dynamics of population states

  • Author

    Chorazyczewski, A. ; Galar, R.

  • Author_Institution
    Inst. of Eng. Cybern., Wroclaw Univ. of Technol., Poland
  • Volume
    2
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    1366
  • Abstract
    Evolving populations are usually regarded as aggregates of points (individuals) moving through adaptive landscapes. Considering evolution as a movement of a single point (which represents the whole population) in an appropriate space of population states is much less intuitive. Yet, the effort seems worth taking, as it offers some immediate and not quite trivial insights into basic dynamics of evolutionary adaptation. Our contribution deals with some aspects of such approach applied to the case of phenotypic evolution. Typical trajectories of adaptation are presented and commented upon. Special attention is given to the effect of collapse of the initially diversified populations
  • Keywords
    evolutionary computation; adaptive landscapes; evolutionary adaptation; evolutionary dynamics; phenotypic evolution; population states; Aggregates; Algorithm design and analysis; Cybernetics; Evolutionary computation; Genetic algorithms; Genetic mutations; Mathematical model; Space technology; Stochastic processes; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2001. Proceedings of the 2001 Congress on
  • Conference_Location
    Seoul
  • Print_ISBN
    0-7803-6657-3
  • Type

    conf

  • DOI
    10.1109/CEC.2001.934350
  • Filename
    934350