DocumentCode
3600692
Title
Interval Type-2 Fuzzy Sets are Generalization of Interval-Valued Fuzzy Sets: Toward a Wider View on Their Relationship
Author
Bustince Sola, Humberto ; Fernandez, Javier ; Hagras, Hani ; Herrera, Francisco ; Pagola, Miguel ; Barrenechea, Edurne
Author_Institution
Dept. of Autom. & Comput., Public Univ. of Navarra, Pamplona, Spain
Volume
23
Issue
5
fYear
2015
Firstpage
1876
Lastpage
1882
Abstract
In this paper, we will present a wider view on the relationship between interval-valued fuzzy sets and interval type-2 fuzzy sets, where we will show that interval-valued fuzzy sets are a particular case of the interval type-2 fuzzy sets. For this reason, both concepts should be treated in a different way. In addition, the view presented in this paper will allow a more general perspective of interval type-2 fuzzy sets, which will allow representing concepts that could not be presented by interval-valued fuzzy sets.
Keywords
fuzzy set theory; interval type-2 fuzzy set; interval-valued fuzzy set; membership grade construction; Computer aided software engineering; Educational institutions; Electronic mail; Fuzzy logic; Fuzzy sets; Uncertainty; Visualization; Interval type-2 fuzzy sets; Interval-valued fuzzy sets; Type-2 fuzzy sets; interval-valued fuzzy sets; type-2 fuzzy sets;
fLanguage
English
Journal_Title
Fuzzy Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-6706
Type
jour
DOI
10.1109/TFUZZ.2014.2362149
Filename
6918530
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