• DocumentCode
    2246630
  • Title

    Dynamic decision making with an objective function based on fuzzy preferences

  • Author

    Yoshida, Y. ; Yasuda, M. ; Nakagami, J. ; Kurano, M. ; Kumamoto, S.

  • Author_Institution
    Fac. of Econ., Kitakyushu Univ., Japan
  • Volume
    2
  • fYear
    2004
  • fDate
    25-29 July 2004
  • Firstpage
    777
  • Abstract
    This paper presents a mathematical model for dynamic decision making with an objective function induced from fuzzy preferences. The fuzzy preference is related to decision making in artificial intelligence, and this paper models human behaviour based on his/her aggregated fuzzy preferences. To deal with fuzzy preferences in dynamic decision making brings us difficulty which is different from static one since the value criterion of fuzzy preferences in dynamic behavior transforms together with time and it is formulated gradually. A reasonable criterion based on fuzzy preferences is formulated for the dynamic decision making, and an optimality equation for this model is derived by dynamic programming. Mathematical models simulating human behavior with his/her decision making are applicable to various fields: robotics, customers´ behavior analysis in marketing, linguistic learning modeling, multi-agent systems and so on.
  • Keywords
    artificial intelligence; behavioural sciences; decision making; dynamic programming; fuzzy set theory; artificial intelligence; customer behavior analysis; dynamic decision making; dynamic programming; fuzzy preferences; human behaviour; linguistic learning modeling; mathematical model; multiagent systems; objective function; optimality equation; robotics; Analytical models; Artificial intelligence; Decision making; Dynamic programming; Equations; Humans; Mathematical model; Multiagent systems; Robots; Transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
  • ISSN
    1098-7584
  • Print_ISBN
    0-7803-8353-2
  • Type

    conf

  • DOI
    10.1109/FUZZY.2004.1375499
  • Filename
    1375499