• DocumentCode
    2075046
  • Title

    Is fuzzy set theory more general than probability theory?

  • Author

    Bier, Vicki M.

  • Author_Institution
    Dept. of Ind. Eng., Wisconsin Univ., Madison, WI, USA
  • fYear
    1990
  • fDate
    3-5 Dec 1990
  • Firstpage
    297
  • Lastpage
    301
  • Abstract
    Fuzzy set theory and possibility theory are often described as extensions or generalizations of classical set theory and probability theory, respectively. Thus, for example, fuzzy sets are described as generalizations of the crisp sets used in classical set theory. Similarly, possibility theorists argue that the conventional definitions of fuzzy union and intersection (i.e. the max and min operations) are logical extensions of the corresponding operations in classical set theory. This paper shows that the operations of fuzzy union and intersection as conventionally defined can be viewed as special cases of probabilistic union and intersection. Under this interpretation, the fuzzy complement or negation is a generalization of the corresponding probabilistic operation, but fuzzy union and intersection are not. The relationships between fuzzy and probabilistic union and intersection also suggest a possible analogy to the Venn diagrams used to depict traditional set union and intersection
  • Keywords
    fuzzy set theory; fuzzy complement; fuzzy intersection; fuzzy negation; fuzzy set theory; fuzzy union; possibility theory; probability theory; Diseases; Fuzzy set theory; Fuzzy sets; Industrial engineering; Logic; Possibility theory; Set theory; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Uncertainty Modeling and Analysis, 1990. Proceedings., First International Symposium on
  • Conference_Location
    College Park, MD
  • Print_ISBN
    0-8186-2107-9
  • Type

    conf

  • DOI
    10.1109/ISUMA.1990.151267
  • Filename
    151267