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
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