• DocumentCode
    2254304
  • Title

    Additions of completely correlated fuzzy numbers

  • Author

    Carlsson, Christer ; Fuller, Robert ; Maj lender, P.

  • Author_Institution
    IAMSR, Abo Akad., Finland
  • Volume
    1
  • fYear
    2004
  • fDate
    25-29 July 2004
  • Firstpage
    535
  • Abstract
    In this paper we consider additions of interactive fuzzy numbers. The interactivity relation between fuzzy numbers are defined by their joint possibility distribution. We show that Nguyen´s theorem remains valid in this environment. We give explicit formulas for the γ-level sets of the extended sum of two completely correlated fuzzy numbers. We show that the interactive and the non-interactive sums have the same membership function for any pair of completely positively correlated fuzzy numbers. Finally, we prove that (i) the interactive sum of two completely negatively correlated fuzzy numbers A and B with A(x) = B(-x) for all x ∈ R, is (crisp) zero; (ii) the interactive difference of two completely positively correlated fuzzy numbers A and B with identical membership function, that is, a(x) - b(x) for all x ∈ R, is (crisp) zero.
  • Keywords
    fuzzy set theory; possibility theory; statistical distributions; Nguyen theorem; correlated fuzzy numbers; interactive fuzzy numbers; joint possibility distribution; Art; Artificial intelligence; Fuzzy sets;
  • 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.2004.1375791
  • Filename
    1375791