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Information Sciences
Volume 152, June 2003, Pages 267-285
 
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doi:10.1016/S0020-0255(03)00055-0    How to Cite or Link Using DOI (Opens New Window)
Copyright © 2003 Elsevier Science Inc. All rights reserved.

Fuzzy δ–var epsilon-partitions

Susana MontesCorresponding Author Contact Information, E-mail The Corresponding Author, a, Inés CousoE-mail The Corresponding Author, a and Pedro GilE-mail The Corresponding Author, b

a Department of Statistics and Operational Research, University of Oviedo, Nautical School, 33203, Gijón, Spain b Department of Statistics and Operational Research, University of Oviedo, Faculty of Sciences, 33007, Oviedo, Spain

Received 1 January 2002; 
revised 4 July 2002; 
accepted 8 October 2002;
Communicated by Didier Dubois 
Available online 6 February 2003.

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Abstract

In this paper, the concept of a fuzzy δ–var epsilon-partitions of any fuzzy subset of the universe Ω is introduced as a generalization of that of a classical partition. The approach is based on four observations: the first one is that for any two members of a classical partition, their intersection is the empty set if they are not equal; the second one is that the union of all members of a classical partition is equal to the partitioned set; the third one is that this definition has to be applicable for any extension of the union and intersection for fuzzy subsets; and the fourth one is that this definition has to allow us to establish a one-to-one correspondence between fuzzy partitions and some kind of fuzzy equivalence relations. Once this new concept is introduced, by considering that the constrains for union and intersection are too limiting, and that they have to be slightly modified, some equivalence definitions of δ–var epsilon-partitions are proposed. In particular, two very important cases are studied, they are the case when δ is equal to var epsilon, because this is very useful in practical applications, and the case when δ is equal to 1−var epsilon, that is, when the degree of fuzziness for the union and the intersection are equal. This case is very useful in theoretical applications and it will be related to the concept of var epsilon-equal fuzzy subsets. Apart from the fact that they are a generalization of that of a classical partition, the new concept of δ–var epsilon-partition is also a generalization of that of the best known definitions of fuzzy partitions proposed in the literature.

Author Keywords: Operators; Fuzzy partitions; var epsilon-equal fuzzy subsets

Article Outline

1. Introduction
2. δ–var epsilon-Partitions
2.1. Definition
2.2. var epsilon-Partitions
3. Concluding remarks
Acknowledgements
References



Information Sciences
Volume 152, June 2003, Pages 267-285
 
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