Abstract:
Axelrod's original experiments for evolving IPD player strategies involved the use of a basic GA. In this paper we examine how well a simple GA performs against the more ...Show MoreMetadata
Abstract:
Axelrod's original experiments for evolving IPD player strategies involved the use of a basic GA. In this paper we examine how well a simple GA performs against the more recent population based incremental learning system under similar conditions. We find that GA performs slightly better than standard PBIL under most conditions. This difference in performance can be mitigated and reversed through the use of a 'guided' mutation operator.
Published in: 2005 IEEE Congress on Evolutionary Computation
Date of Conference: 02-05 September 2005
Date Added to IEEE Xplore: 12 December 2005
Print ISBN:0-7803-9363-5