• DocumentCode
    677934
  • Title

    Effects of the Number of Opponents on the Evolution of Cooperation in the Iterated Prisoner´s Dilemma

  • Author

    Ishibuchi, Hisao ; Sudo, Toshio ; Hoshino, Kenji ; Nojima, Yusuke

  • Author_Institution
    Dept. of Comput. Sci. & Intell. Syst., Osaka Prefecture Univ., Sakai, Japan
  • fYear
    2013
  • fDate
    13-16 Oct. 2013
  • Firstpage
    2001
  • Lastpage
    2006
  • Abstract
    Various settings of iterated prisoner´s dilemma (IPD) games have been studied to examine the evolution of cooperation among players in the literature. In recent studies, players are often spatially placed in a network. Each player plays the IPD game against its neighbors, which are defined by connections between players in the network. As in the case of cellular IPD games in a two-dimensional lattice, the number of opponents is usually very small in network-based IPD games. In this paper, we examine the effect of the number of opponents on the evolution of cooperation through computational experiments using various networks. The main feature of our computational experiments is to randomly choose a pre-specified number of opponents for each player from its neighbors in one setting and from all players in another setting. In this manner, we examine a wide range of specifications of the number of opponents.
  • Keywords
    game theory; lattice theory; cellular IPD games; cooperation evolution; iterated prisoners dilemma; network-based IPD games; opponents number effects; two-dimensional lattice; Error probability; Evolutionary computation; Games; Noise measurement; Sociology; Statistics; Thin film transistors; Iterated prisoner´s dilemma (IPD); evolution of cooperation; game strategies; graph-based evolutionary algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
  • Conference_Location
    Manchester
  • Type

    conf

  • DOI
    10.1109/SMC.2013.343
  • Filename
    6722096