DocumentCode
1098696
Title
Attitude Adaptation in Satisficing Games
Author
Nokleby, Matthew ; Stirling, Wynn
Author_Institution
Dept. of Electr. & Comput. Eng., Brigham Young Univ., Provo, UT, USA
Volume
39
Issue
6
fYear
2009
Firstpage
1556
Lastpage
1567
Abstract
Satisficing game theory offers an alternative to classical game theory that describes a flexible model of players´ social interactions. Players´ utility functions depend on other players´ attitudes rather than simply their actions. However, satisficing players with conflicting attitudes may enact dysfunctional behaviors, which results in poor performance. We present an evolutionary method by which a population of players may adapt their attitudes to improve payoff. In addition, we extend the Nash-equilibrium concept to satisficing games, showing that the method leads players toward the equilibrium in their attitudes. We apply these ideas to the stag hunt-a simple game in which cooperation does not easily evolve from noncooperation. The evolutionary method provides two major contributions. First, satisficing players may improve their performance by adapting their attitudes. Second, numerical results demonstrate that cooperation in the stag hunt can emerge much more readily under the method we present than under traditional evolutionary models.
Keywords
game theory; attitude adaptation; dysfunctional behaviors; evolutionary method; noncooperation; players social interactions; satisficing game theory; stag hunt; Adaptive systems; cooperative systems; game theory; replicator dynamics; satisficing games; Attitude; Cooperative Behavior; Game Theory; Humans; Models, Theoretical;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
1083-4419
Type
jour
DOI
10.1109/TSMCB.2009.2021013
Filename
5109646
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