Article ID Journal Published Year Pages File Type
389712 Fuzzy Sets and Systems 2014 14 Pages PDF
Abstract

So far, the negation that usually has been considered within the type-2 fuzzy sets (T2FSs) framework, and hence T2FS truth values M (set of all functions from [0,1][0,1] to [0,1][0,1]), was obtained by means of Zadeh's extension principle and calculated from standard negation in [0,1][0,1]. But there has been no comparative analysis of the properties that hold for the above operation and the axioms that any negation in M should satisfy. This suggests that negations should be studied more thoroughly in this context. Following on from this, we introduce in this paper the axioms that an operation in M must satisfy to qualify as a negation and then prove that the usual negation on T2FSs, in particular, is antimonotonic in L (set of normal and convex functions of M) but not in M. We propose a family of operations calculated from any suprajective negation in [0,1][0,1] and prove that they are negations in L. Finally, we examine De Morgan's laws for some operations with respect to these negations.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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