DocumentCode
1747711
Title
Effect of localized selection on the evolution of unplanned coordination in a market selection game
Author
Ishibuchi, Hisao ; Sakamoto, Ryoji ; Nakashima, Tomoharu
Author_Institution
Dept. of Ind. Eng., Osaka Prefecture Univ., Japan
Volume
2
fYear
2001
fDate
2001
Firstpage
1011
Abstract
This paper examines the evolution of unplanned coordination among independent agents in a market selection game, which is a non-cooperative repeated game with many agents and several markets. Every agent is supposed to simultaneously choose a single market for maximizing its own payoff obtained by selling its product at the selected market. It is assumed that the market price is determined by the total supply of products. For example, if many agents choose a particular market, the market price at that market is low. The point of the market selection is to choose a market that is not chosen by many other agents. In this paper, game strategies are genetically updated by localized selection and mutation. A new strategy of an agent is probabilistically selected from its neighbors´ strategies by the selection operation or randomly updated by the mutation operation. We examine the effect of the localized selection on the evolution of unplanned coordination of the market selection where the undesired concentration of agents is avoided
Keywords
evolutionary computation; game theory; evolutionary computation; game theory; independent agents; localized selection; market price; market selection game; mutation; unplanned coordination evolution; Cost function; Evolutionary computation; Game theory; Genetic mutations; Industrial engineering; Machine learning; Supervised learning; Transportation;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2001. Proceedings of the 2001 Congress on
Conference_Location
Seoul
Print_ISBN
0-7803-6657-3
Type
conf
DOI
10.1109/CEC.2001.934301
Filename
934301
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