• DocumentCode
    893164
  • Title

    Convergent results about the use of fuzzy simulation in fuzzy optimization problems

  • Author

    Liu, Yian-Kui

  • Author_Institution
    Coll. of Math. & Comput. Sci., Hebei Univ., Baoding
  • Volume
    14
  • Issue
    2
  • fYear
    2006
  • fDate
    4/1/2006 12:00:00 AM
  • Firstpage
    295
  • Lastpage
    304
  • Abstract
    We discuss the convergence of fuzzy simulation as it is employed in fuzzy optimization problems. Several convergence concepts for sequences of fuzzy variables are defined such as convergence in optimistic value. A new approach to approximating essentially bounded fuzzy variables with continuous possibility distributions is introduced. Applying the proposed approximation method to our previous work, we prove three convergence theorems about the use of fuzzy simulation in computing the credibility of a fuzzy event, finding the optimistic value of a return function, and calculating the expected value of a fuzzy variable
  • Keywords
    approximation theory; convergence of numerical methods; fuzzy set theory; optimisation; approximation method; bounded fuzzy variables; convergence theorems; fuzzy optimization problems; fuzzy simulation; Computational modeling; Convergence; Discrete event simulation; Fuzzy sets; Fuzzy systems; Mathematical model; Mathematical programming; Optimization methods; Stochastic processes; Stochastic systems; Approximation; convergence theorem; fuzzy optimization; fuzzy simulation; fuzzy variable;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2005.864077
  • Filename
    1618520