Abstract

A number of difficulties with present-day fuzzy-set theory is pointed out in order to justify the necessity of a modified approach to this theory. For each difficulty, its resolution in a modified approach, called TEE model, is outlined. The paper is therefore also a short survey of the TEEJ model theory for grades of membership. Superficially stated, this model interprets a membership value μ λ (u ex ) assigned by a subject to an object of attribute value u ex as his estimate of the probability that the label λ would be assigned to that object in an LB (labeling) or YN (yes-no) experiment; e.g. by himself under nonexact conditions of observation; or by another subject.

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