Crisp sets as classes of discontinuous fuzzy sets |
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Authors: | E. Trillas, I. Garcí a-Honrado, S. Guadarrama,E. Renedo |
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Affiliation: | aEuropean Centre for Soft Computing, Fundamentals of Soft Computing, Mieres, 33600 Asturias, Spain |
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Abstract: | This paper aims to show how, by using a threshold-based approach, a path from imprecise information to a crisp ‘decision’ can be developed. It deals with the problem of the logical transformation of a fuzzy set into a crisp set. Such threshold arises from the ideas of contradiction and separation, and allows us to prove that crisp sets can be structurally considered as classes of discontinuous fuzzy sets. It is also shown that continuous fuzzy sets are computationally indistinguishable from some kind of discontinuous fuzzy sets. |
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Keywords: | Threshold of separation Classes of fuzzy sets Imprecise information |
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