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A fuzzy-logic-based approach to qualitative modeling

1993; Institute of Electrical and Electronics Engineers; Volume: 1; Issue: 1 Linguagem: Inglês

10.1109/tfuzz.1993.390281

1941-0034

Michio Sugeno, Toyoki Yasukawa,

Rough Sets and Fuzzy Logic

This paper discusses a general approach to quali- tative modeling based on fuzzy logic. The method of qualitative modeling is divided into two parts: fuzzy modeling and linguistic approximation. It proposes to use a fuzzy clustering method (fuzzy c-means method) to identify the structure of a fuzzy model. To clarify the advantages of the proposed method, it also shows some examples of modeling, among them a model of a dynamical process and a model of a human operator's control action.