Local interactions promote cooperation in cooperator-defector systems

Research output: Contribution to journalArticlepeer-review

Abstract

This paper studies a variant of the multi-type contact process as a model for the competition between cooperators and defectors. Regardless of their type, individuals die at rate one. Defectors give birth at a fixed rate whereas cooperators give birth at a rate that increases linearly with the number of nearby cooperators. In particular, it is assumed that only cooperators benefit from cooperators, which is referred to as kin-recognition in the ecological literature. To understand how the inclusion of space in the form of local interactions affects the dynamics, the results for the interacting particle system are compared with their counterpart for the non-spatial mean-field model. Due to some monotonicity with respect to the parameters, both the spatial and non-spatial models exhibit a unique phase transition. Our analysis shows however a major difference: In the spatial model, when cooperation is strong enough, the cooperators out-compete the defectors even when starting at arbitrarily low density. In contrast, regardless of the strength of cooperation, when the initial density of cooperators is too low, the defectors outcompete the cooperators in the non-spatial model. In particular, when cooperation is sufficiently strong, the cooperators can invade the defectors in their equilibrium in the spatial model but not in the non-spatial model, showing that space in the form of local interactions promotes cooperation. This result is consistent with previous results in the literature of interacting particle systems, but our work also shows an interesting novel aspect: in contrast with the inclusion of local interactions, the inclusion of spontaneous deaths promotes defection.

Original languageEnglish (US)
Pages (from-to)399-427
Number of pages29
JournalAlea
Volume16
Issue number1
DOIs
StatePublished - 2019

Keywords

  • Block construction
  • Cooperator
  • Defector
  • Evolutionary game theory
  • Multi-type contact process
  • Oriented site percolation
  • Prisoner's dilemma

ASJC Scopus subject areas

  • Statistics and Probability

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