• DocumentCode
    2748571
  • Title

    Delayed Evolutionary Game Dynamics applied to Medium Access Control

  • Author

    Tembine, Hamidou ; Altman, Eitan ; El-Azouzi, Rachid

  • Author_Institution
    Avignon Univ., Avignon
  • fYear
    2007
  • fDate
    8-11 Oct. 2007
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    A major contribution of biology to competitive decision making is the development of the discipline of evolutionary games. Its ESS (evolutionary stable strategy) equilibrium concept, well adapted to large populations of players, describes robustness against deviations of a whole fraction of the population (in contrast to Nash equilibrium that requires robustness against a single user´s deviation). The second appealing element of evolutionary games, the replicator dynamics, describes the evolution of strategies in time. Under suitable conditions, this (and some other) dynamics, converge to an ESS. In this paper we study the effect of slow time scale delays on the convergence of various dynamics. We apply this to an evolutionary game describing competition between mobile terminals over the access to a common channel.
  • Keywords
    authorisation; computer networks; evolutionary computation; game theory; Nash equilibrium; competitive decision making; delay differential equation; delayed evolutionary game dynamics; evolutionary stable strategy equilibrium concept; medium access control; mobile terminals; multiple access game; replicator dynamics; slow time scale delays; Delay effects; Electronic switching systems; Evolution (biology); Game theory; Genetic mutations; Media Access Protocol; Nash equilibrium; Robustness; Stability; Symmetric matrices; delay differential equation; evolutionary stable strategy; multiple access game; replicator dynamic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mobile Adhoc and Sensor Systems, 2007. MASS 2007. IEEE International Conference on
  • Conference_Location
    Pisa
  • Print_ISBN
    978-1-4244-1454-3
  • Electronic_ISBN
    978-1-4244-1455-0
  • Type

    conf

  • DOI
    10.1109/MOBHOC.2007.4428684
  • Filename
    4428684