Title :
On some extensions for S-decomposable fuzzy measures
Author_Institution :
Inst. d´´Investigacio en Intelligincia Artificial, CSIC, Catalunya, Spain
Abstract :
Practical applications of fuzzy integrals (Choquet and Sugeno integrals) require the definition of a fuzzy measure. However, when they are defined in a domain of n elements, this definition requires 2n parameters. To avoid this large number of parameters, several families of measures have been introduced in the literature. In this work we present a new family that generalises some fuzzy measures but restricted so that the number of parameters is not large.
Keywords :
fuzzy set theory; identification; integral equations; Choquet integrals; Sugeno integrals; fuzzy integrals; fuzzy measure; fuzzy set theory; identification; Data acquisition; Data mining; Fuzzy sets; Knowledge representation; Open wireless architecture;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1009072
