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Variable-domain fuzzy sets-Part Ⅱ: Apparatus

机译:可变域模糊集-第二部分:设备

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This is the second part of a two-part paper on operations on fuzzy sets that may not share the same domain of definition. Part I described several ways of representing variable-domain fuzzy sets and introduced a few basic variable-domain fuzzy set operations. The present (largely self-contained) Part II further develops the theory of variable-domain fuzzy sets, based primarily on the representation of variable domains by a dummy membership degree that indicates the out-of-domain assignment error. We first describe several families of algebraic operations on the extended set of membership degrees; these are later employed in the investigation of basic notions of variable-domain fuzzy set theory. The fuzzy set operations studied in this paper include variable-domain variants of unions and intersections, kernels and supports, heights and plinths, equalities and inclusions, Cartesian products, and fuzzy relational compositions. Besides the initial examination of these variable-domain notions, our aim is to demonstrate the viability of variable-domain fuzzy set theory and highlight the similarity as well as differences between the fixed- and variable-domain treatments of fuzzy sets. (C) 2019 Elsevier B.V. All rights reserved.
机译:这是关于模糊集的操作的两部分文章的第二部分,该操作可能不会共享相同的定义域。第一部分描述了表示可变域模糊集的几种方法,并介绍了一些基本的可变域模糊集操作。当前的(基本上是独立的)第二部分进一步发展了可变域模糊集的理论,主要是基于表示域外分配错误的虚拟隶属度来表示可变域。我们首先在扩展的隶属度集上描述几个代数运算族。这些后来被用于研究可变域模糊集理论的基本概念。本文研究的模糊集运算包括并集和相交的可变域变体,内核和支撑,高度和底基,等式和包含,笛卡尔积和模糊关系组成。除了对这些可变域概念的初步检验之外,我们的目的是证明可变域模糊集理论的可行性,并强调模糊集固定域和可变域处理之间的相似性和差异。 (C)2019 Elsevier B.V.保留所有权利。

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