English

Selection of noise level in strategy adoption for spatial social dilemmas

Physics and Society 2009-11-24 v1 Biological Physics

Abstract

We studied spatial Prisoner's Dilemma and Stag Hunt games where both the strategy distribution and the players' individual noise level could evolve to reach higher individual payoff. Players are located on the sites of different two-dimensional lattices and gain their payoff from games with their neighbors by choosing unconditional cooperation or defection. The way of strategy adoption can be characterized by a single KK (temperature-like) parameter describing how strongly adoptions depend on the payoff-difference. If we start the system from a random strategy distribution with many different player specific KK parameters, the simultaneous evolution of strategies and KK parameters drives the system to a final stationary state where only one KK value remains. In the coexistence phase of cooperator and defector strategies the surviving KK parameter is in good agreement with the noise level that ensures the highest cooperation level if uniform KK is supposed for all players. In this paper we give a thorough overview about the properties of this evolutionary process.

Keywords

Cite

@article{arxiv.0911.1981,
  title  = {Selection of noise level in strategy adoption for spatial social dilemmas},
  author = {Attila Szolnoki and Jeromos Vukov and Gyorgy Szabo},
  journal= {arXiv preprint arXiv:0911.1981},
  year   = {2009}
}

Comments

10 two-column pages, 10 figures; accepted for publication in Physical Review E