The evolution of donators in a common-pool resource problem

Dara Curran, Colm O'Riordan, Humphrey Sorensen

Research output: Contribution to a Journal (Peer & Non Peer)Articlepeer-review

Abstract

Issues regarding foraging in groups have been addressed and researched in a range of domains. Questions arise regarding the benefits to the group as a whole and the cost placed upon individual group members. In this paper, we model the foraging problem as a common resource pool problem and evolve populations in a range of scenarios. In these simulations, agents (group members) forage for food, may contribute to a common pool resource and may benefit from this group resource. We present and discuss results illustrating the scenarios under which agents evolve to behave for the common good of the group and its effect on the survival and the fitness of the population.

Original languageEnglish
Pages (from-to)245-256
Number of pages12
JournalArtificial Intelligence Review
Volume27
Issue number4 SPEC. ISS.
DOIs
Publication statusPublished - Apr 2007

Keywords

  • Artificial life
  • Common pool resource problems
  • Cooperation
  • Evolutionary computation
  • Foraging

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