DocumentCode
1036514
Title
Fuzzy utility and equilibria
Author
De Wilde, Philippe
Author_Institution
Intelligent & Interactive Syst. Group, Imperial Coll. London, UK
Volume
34
Issue
4
fYear
2004
Firstpage
1774
Lastpage
1785
Abstract
A decision maker is frequently confronted with fuzzy constraints, fuzzy utility maximization, and fuzziness about the state of competitors. In this paper we present a framework for fuzzy decision-making, using techniques from fuzzy logic, game theory, and micro-economics. In the first part, we study the rationality of fuzzy choice. We introduce fuzzy constraints, and show that this can easily be combined with maximizing a fuzzy utility. The second part of the paper analyzes games with uncertainty about the state of the competitors. We implement fuzzy Cournot adjustment, define equilibria, and study their stability. Finally, we show how a play progresses where the players have uncertainty about the state of the other players, and about their utility. For a likely procedure of utility maximization, the equilibria are the same as for the game without utility maximization.
Keywords
common-sense reasoning; decision making; fuzzy logic; game theory; microeconomics; uncertainty handling; utility theory; fuzzy Cournot equilibrium; fuzzy abstract economy; fuzzy constraint; fuzzy decision-making; fuzzy logic; fuzzy utility maximization; game theory; micro-economics; qualitative reasoning; Business; Decision making; Fuzzy logic; Fuzzy reasoning; Game theory; Humans; Intelligent agent; Numerical models; Stability; Uncertainty; Algorithms; Artificial Intelligence; Decision Support Techniques; Fuzzy Logic; Game Theory;
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.2004.829775
Filename
1315760
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