Article ID Journal Published Year Pages File Type
394767 Information Sciences 2011 11 Pages PDF
Abstract

In this paper we study the connections between three related concepts which have appeared in the fuzzy literature: fuzzy intervals, fuzzy numbers and fuzzy interval numbers (FIN’s). We show that these three concepts are very closely related. We propose a new definition which encompasses the three previous ones and proceeds to study the properties ensuing from this definition. Given a reference lattice (X, ⊑), we define fuzzy intervals to be the fuzzy sets such that their p-cuts are closed intervals of (X, ⊑). We show that, given a complete lattice (X, ⊑), the collection of its fuzzy intervals is a complete lattice. Furthermore we show that, if (X, ⊑) is completely distributive, then the lattice of its fuzzy intervals is distributive. Finally we introduce a new inclusion measure, which can be used to quantify the degree in which a fuzzy interval is contained in another, an approach which is particularly valuable in engineering applications.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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