Document Zbl 1087.68639

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John, Robert

Type 2 fuzzy sets: an appraisal of theory and applications. (English) Zbl 1087.68639

Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 6, No. 6, 563-576 (1998).

Summary: This paper provides a guide and tutorial to type 2 fuzzy sets. Type 2 fuzzy sets allow for linguistic grades of membership thus assisting in knowledge representation. They also offer improvement on inferencing with type 1 sets. The various approaches to knowledge representation and inferencing are discussed, with worked examples, and some of the applications of type 2 sets are reported.

Cited in 32 Documents

MSC:

68T30	Knowledge representation
68T37	Reasoning under uncertainty in the context of artificial intelligence
03E72	Theory of fuzzy sets, etc.

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