• DocumentCode
    1039179
  • Title

    Fuzzy sets-a convenient fiction for modeling vagueness and possibility

  • Author

    Dubois, Didier ; Prade, Henri

  • Author_Institution
    Inst. de Recherche en Inf., CNRS, Toulouse, France
  • Volume
    2
  • Issue
    1
  • fYear
    1994
  • fDate
    2/1/1994 12:00:00 AM
  • Firstpage
    16
  • Lastpage
    21
  • Abstract
    This paper is a reply to Laviolette and Seaman´s critical discussion of fuzzy set theory. Rather than questioning the interest of the Bayesian approach to uncertainty, some reasons why Bayesian find the idea of a fuzzy set not palatable are laid bare. Some links between fuzzy sets and probability that Laviolette and Seaman seem not to be aware of are pointed out. These links suggest that, contrary to the claim sometimes found in the literature, probability theory is not a special case of fuzzy set theory. The major objection to Laviolette and Seaman is that they found their critique on as very limited view of fuzzy sets, including debatable papers, while they fail to account for significant works pertaining to axiomatic derivation of fuzzy set connectives, possibility theory, fuzzy random variables, among others
  • Keywords
    Bayes methods; fuzzy set theory; probability; uncertainty handling; Bayesian approach; Laviolette; Seaman; fuzzy random variables; fuzzy set connectives; fuzzy set theory; possibility theory; uncertainty; vagueness; Bayesian methods; Decision making; Fuzzy reasoning; Fuzzy set theory; Fuzzy sets; Helium; Mathematical model; Possibility theory; Random variables; Uncertainty;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/91.273117
  • Filename
    273117