Stochastic dynamics of invasion and fixation

Phys Rev E Stat Nonlin Soft Matter Phys. 2006 Jul;74(1 Pt 1):011909. doi: 10.1103/PhysRevE.74.011909. Epub 2006 Jul 17.

Abstract

We study evolutionary game dynamics in finite populations. We analyze an evolutionary process, which we call pairwise comparison, for which we adopt the ubiquitous Fermi distribution function from statistical mechanics. The inverse temperature in this process controls the intensity of selection, leading to a unified framework for evolutionary dynamics at all intensities of selection, from random drift to imitation dynamics. We derive a simple closed formula that determines the feasibility of cooperation in finite populations, whenever cooperation is modeled in terms of any symmetric two-person game. In contrast with previous results, the present formula is valid at all intensities of selection and for any initial condition. We investigate the evolutionary dynamics of cooperators in finite populations, and study the interplay between intensity of selection and the remnants of interior fixed points in infinite populations, as a function of a given initial number of cooperators, showing how this interplay strongly affects the approach to fixation of a given trait in finite populations, leading to counterintuitive results at different intensities of selection.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Biological Evolution*
  • Computer Simulation
  • Game Theory*
  • Genetics, Population*
  • Humans
  • Models, Genetic*
  • Population Dynamics*
  • Predatory Behavior / physiology*
  • Selection, Genetic*