• DocumentCode
    2134679
  • Title

    Several new classes of measures of fuzziness

  • Author

    Pal, Nikhil R. ; Bezdek, James C.

  • Author_Institution
    Dept. of Comput. Sci., West Florida Univ., Pensacola, FL, USA
  • fYear
    1993
  • fDate
    1993
  • Firstpage
    928
  • Abstract
    The authors introduce two new general classes of measures of fuzziness, called the additive and multiplicative classes. Usually three axioms are required for fuzziness measures. The classes not only satisfy these three basic axioms, but also two other desirable axioms. The multiplicative class is based on nonnegative, monotone increasing concave functions. The additive class requires only nonnegative concave functions. Constructing a measure of fuzziness under each of these classes is simple, as the required functional form does not have restrictions. It is demonstrated that several existing measures of fuzziness are special cases of these new classes
  • Keywords
    concave programming; fuzzy logic; additive class; functional form; fuzziness; monotone increasing concave functions; multiplicative classes; nonnegative concave functions; Computer science; Entropy; Fuzzy sets; Lattices; Measurement uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 1993., Second IEEE International Conference on
  • Conference_Location
    San Francisco, CA
  • Print_ISBN
    0-7803-0614-7
  • Type

    conf

  • DOI
    10.1109/FUZZY.1993.327390
  • Filename
    327390