• DocumentCode
    2147542
  • Title

    Energy Lyapunov function for generalized replicator equations

  • Author

    Pykh, Yuri A.

  • Author_Institution
    Res. Center for Interdisciplinary Environ. Cooperation, Acad. of Sci., St. Petersburg, Russia
  • Volume
    1
  • fYear
    2003
  • fDate
    20-22 Aug. 2003
  • Firstpage
    270
  • Abstract
    Replicator dynamics is an evolutionary strategy well established in different disciplines of biological sciences. It describes the evolution of self-reproducing entities called replicators in various independent models of, e.g., genetics, ecology, prebiotic evolution, and sociobiology. Besides this, replicator selection has been applied to problem solving in combinatorial optimization and to learning in neural networks and also in fluid mechanics, game and laser theory. So, the replicator systems arising in an extraordinary variety of modeling situations. In this paper the author introduces the new class of generalized replicator equations with nonlinear response functions and constructs an energy Lyapunov function for this system. Tsallis entropy is considered as an example.
  • Keywords
    Lyapunov methods; combinatorial mathematics; evolutionary computation; fluid mechanics; game theory; laser theory; nonlinear differential equations; optimisation; Tsallis entropy; biological sciences; energy Lyapunov function; fluid mechanics; game theory; laser theory; learning; neural networks; nonlinear differential equations; optimization; problem solving; replicator dynamics; replicator equations; self-reproducing entities; Biological system modeling; Biology; Environmental factors; Equations; Evolution (biology); Game theory; Genetics; Lyapunov method; Neural networks; Problem-solving;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Physics and Control, 2003. Proceedings. 2003 International Conference
  • Print_ISBN
    0-7803-7939-X
  • Type

    conf

  • DOI
    10.1109/PHYCON.2003.1236830
  • Filename
    1236830