DocumentCode
1244290
Title
Evolution of iterated prisoner´s dilemma game strategies in structured demes under random pairing in game playing
Author
Ishibuchi, Hisao ; Namikawa, Naoki
Author_Institution
Graduate Sch. of Eng., Osaka Prefecture Univ., Japan
Volume
9
Issue
6
fYear
2005
Firstpage
552
Lastpage
561
Abstract
We discuss the evolution of strategies in a spatial iterated prisoner´s dilemma (IPD) game in which each player is located in a cell of a two-dimensional grid-world. Following the concept of structured demes, two neighborhood structures are used. One is for the interaction among players through the IPD game. A player in each cell plays against its neighbors defined by this neighborhood structure. The other is for mating strategies by genetic operations. A new strategy for a player is generated by genetic operations from a pair of parent strings, which are selected from its neighboring cells defined by the second neighborhood structure. After examining the effect of the two neighborhood structures on the evolution of cooperative behavior with standard pairing in game-playing, we introduce a random pairing scheme in which each player plays against a different randomly chosen neighbor at every round (i.e., every iteration) of the game. Through computer simulations, we demonstrate that small neighborhood structures facilitate the evolution of cooperative behavior under random pairing in game-playing.
Keywords
game theory; genetic algorithms; iterative methods; random processes; cooperative behavior; game playing; genetic operations; iterated prisoner dilemma game strategies; random pairing; structured demes; Animal structures; Computer simulation; Genetic mutations; Helium; Stochastic processes; Evolutionary games; game strategies; iterated prisoner´s dilemma (IPD); random pairing; structured demes;
fLanguage
English
Journal_Title
Evolutionary Computation, IEEE Transactions on
Publisher
ieee
ISSN
1089-778X
Type
jour
DOI
10.1109/TEVC.2005.856198
Filename
1545934
Link To Document