• DocumentCode
    8024
  • Title

    On dynamics and Nash equilibriums of networked games

  • Author

    Daizhan Cheng ; Tingting Xu ; Fenghua He ; Hongsheng Qi

  • Author_Institution
    Inst. of Syst. Sci., Beijing, China
  • Volume
    1
  • Issue
    1
  • fYear
    2014
  • fDate
    Jan. 2014
  • Firstpage
    10
  • Lastpage
    18
  • Abstract
    Networked noncooperative games are investigated, where each player (or agent) plays with all other players in its neighborhood. Assume the evolution is based on the fact that each player uses its neighbors´ current information to decide its next strategy. By using sub-neighborhood, the dynamics of the evolution is obtained. Then a method for calculating Nash equilibriums from mixed strategies of multi-players is proposed. The relationship between local Nash equilibriums based on individual neighborhoods and global Nash equilibriums of overall network is revealed. Then a technique is proposed to construct Nash equilibriums of an evolutionary game from its one step static Nash equilibriums. The basic tool of this approach is the semi-tensor product of matrices, which converts strategies into logical matrices and payoffs into pseudo-Boolean functions, then networked evolutionary games become discrete time dynamic systems.
  • Keywords
    Boolean functions; discrete time systems; evolutionary computation; game theory; matrix algebra; network theory (graphs); discrete time dynamic systems; evolution dynamics; evolutionary game; matrix semitensor product; multiplayer mixed strategies; networked evolutionary games; networked noncooperative games; pseudoBoolean functions; static Nash equilibrium; Equations; Evolution (biology); Games; Mathematical model; Nash equilibrium; Probabilistic logic; Nash equilibrium; Networked non-cooperative game; fundamental evolutionary equation; local information; sub-neighborhood;
  • fLanguage
    English
  • Journal_Title
    Automatica Sinica, IEEE/CAA Journal of
  • Publisher
    ieee
  • ISSN
    2329-9266
  • Type

    jour

  • DOI
    10.1109/JAS.2014.7004614
  • Filename
    7004614