Towards a More Adequate Use of Interval-Valued Fuzzy Techniques in Intelligent Control: A Fuzzy Analogue of Unimodality
نویسندگان
چکیده
It is known that interval-valued fuzzy sets provide a more adequate description of expert uncertainty than the more traditional “type-1” (number-valued) fuzzy techniques. In the current approaches for using interval-valued fuzzy techniques, it is usually assumed that all fuzzy sets m(x) ∈ [m(x), m(x)] are possible. In this paper, we show that it is reasonable to restrict ourselves only to fuzzy numbers m(x), i.e., “unimodal” fuzzy sets. We also describe feasible algorithms for implementing thus modified intelligent control.
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