Title :
Possibility analysis by exponential possibility distribution
Author :
Tanaka, Hideo ; Ishibuchi, Hisao
Author_Institution :
Dept. of Ind. Eng., Osaka Univ., Japan
Abstract :
The authors deal with an exponential possibility distribution and its application to discriminant analysis and fuzzy relation systems. The basic idea underlying the approach is to construct an exponential possibility theory and to apply it to data analysis. The discriminant analysis is formulated by minimizing the possibility or necessity measure. The inverse problem in fuzzy relation systems defined by exponential possibility distributions can be solved by matrix operations
Keywords :
fuzzy logic; inference mechanisms; matrix algebra; data analysis; discriminant analysis; exponential possibility distribution; exponential possibility theory; fuzzy relation systems; inverse problem; matrix operations; Data analysis; Eigenvalues and eigenfunctions; Equations; Fuzzy systems; Industrial engineering; Inverse problems; Linear regression; Possibility theory; Symmetric matrices;
Conference_Titel :
Fuzzy Systems, 1993., Second IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-0614-7
DOI :
10.1109/FUZZY.1993.327564
