Introducing the swingometer crossover and mutation operators for floating-point encoded genetic algorithms

Shane Lee, Hefin Rowlands

    Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i gynhadleddadolygiad gan gymheiriaid

    1 Dyfyniad (Scopus)

    Crynodeb

    Genetic algorithms that utilise floating point-encoded chromosomes instead of the traditional binary or Gary code have become wide spread in recent years. This paper introduces new floatingpoint crossover and mutation operators for such genetic algorithms. The operators are derived from examining the implicit constraints that traditional binary crossover and mutation operators impose on the values of the parameters being affected. It is shown by an example that a genetic algorithm using these operators does converge and they should be considered for general use in floating-point genetic algorithms.

    Iaith wreiddiolSaesneg
    TeitlSimulation in Wider Europe - 19th European Conference on Modelling and Simulation, ECMS 2005
    Tudalennau103-108
    Nifer y tudalennau6
    StatwsCyhoeddwyd - 1 Rhag 2005
    Digwyddiad19th European Conference on Modelling and Simulation, ECMS 2005 - Riga, Latfia
    Hyd: 1 Jun 20054 Jun 2005

    Cyfres gyhoeddiadau

    EnwSimulation in Wider Europe - 19th European Conference on Modelling and Simulation, ECMS 2005

    Cynhadledd

    Cynhadledd19th European Conference on Modelling and Simulation, ECMS 2005
    Gwlad/TiriogaethLatfia
    DinasRiga
    Cyfnod1/06/054/06/05

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