• DocumentCode
    2254373
  • Title

    A generalized vertex method for computing with fuzzy intervals

  • Author

    Dubois, Didier ; Fargier, Héleine ; Fôrtin, Jérome

  • Author_Institution
    IRIT/UPS, Toulouse, France
  • Volume
    1
  • fYear
    2004
  • fDate
    25-29 July 2004
  • Firstpage
    541
  • Abstract
    We introduce a new method for computing functions of fuzzy intervals under various monotonicity assumptions on the concerned functions. Our method makes exact computation for all possibility degrees, without resorting to α-cuts. We formally present the notion of left and right profiles of fuzzy intervals as a tool for fuzzy interval computation. Several results show that interval analysis methods can be directly adapted to fuzzy interval computation where end point of intervals are changed into left and right profiles. Our approach is illustrated by numerous simple examples all along the paper, and a special section is devoted to the application of these concepts to different known problems.
  • Keywords
    fuzzy set theory; possibility theory; fuzzy interval computation; generalized vertex method; interval analysis methods; Approximation algorithms; Fuzzy sets; Uncertainty; Uninterruptible power systems;
  • 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.2004.1375793
  • Filename
    1375793