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
Link To Document :
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