Back to Search
Start Over
Stabilization of tag-mediated interaction by sexual reproduction in an evolutionary agent system
- Source :
- Information Sciences, 170, 101-119, Scopus-Elsevier, Information Sciences, 170(1), 101-119. Elsevier
- Publication Year :
- 2005
- Publisher :
- Elsevier BV, 2005.
-
Abstract
- The evolution of cooperation in a system of agents playing the iterated prisoner''s dilemma (IPD) is investigated. We present results for the standard two-person IPD as well as the more general N-person IPD (NIPD) game. In our computational model, agents can recognize each other and decide whether to interact or not, based upon ``tags'''' (labels). We consider the evolutionary stability of the evolving populations. Previous work is extended by introducing sexual reproduction (recombination) of agents and by analyzing its influence on the evolving populations. We observed the occasional formation of very stable cooperative societies, as opposed to previous results without sexual reproduction. These cooperative societies are able to resist invasions of ``mimics'''' (defecting agents with the tag of a cooperating agent).
- Subjects :
- Cognitive science
Information Systems and Management
genetic structures
Computer science
business.industry
Evolutionary stability
bacterial infections and mycoses
Computer Science Applications
Theoretical Computer Science
Sexual reproduction
Dilemma
Work (electrical)
Artificial Intelligence
Control and Systems Engineering
Artificial intelligence
business
Software
Subjects
Details
- ISSN :
- 00200255
- Volume :
- 170
- Database :
- OpenAIRE
- Journal :
- Information Sciences
- Accession number :
- edsair.doi.dedup.....3aec141904b03aa465bed242cb794d42