1. Transformation and entropy for fuzzy rough sets
- Author
-
Fu Haiyan, Zhang Cheng-yi, Li Dongya, and Chen Guo-hui
- Subjects
Mathematical optimization ,Fuzzy classification ,Mathematics::General Mathematics ,Fuzzy set ,Type-2 fuzzy sets and systems ,Defuzzification ,ComputingMethodologies_PATTERNRECOGNITION ,Fuzzy mathematics ,Fuzzy number ,Applied mathematics ,Fuzzy set operations ,ComputingMethodologies_GENERAL ,Membership function ,Mathematics - Abstract
A new method for translating a fuzzy rough set to a fuzzy set is introduced and the fuzzy approximation of a fuzzy rough set is given. The properties of the fuzzy approximation of a fuzzy rough set are studied and a fuzzy entropy measure for fuzzy rough sets is proposed. This measure is consistent with similar considerations for ordinary fuzzy sets and is the result of the fuzzy approximation of fuzzy rough sets.
- Published
- 2008