• 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