DocumentCode
3031120
Title
A Simple Method for Performing Type-2 Fuzzy Set Operations Based on Highest Degree of Intersection Hyperplane
Author
Tahayori, Hooman ; Antoni, Giovanni Degli
Author_Institution
Univ. degli Studi di Milano, Milano
fYear
2007
fDate
24-27 June 2007
Firstpage
404
Lastpage
409
Abstract
Regarding the three dimensional nature of type-2 fuzzy sets their related operations are costly, in terms of time and computation, which is one of the main burdens among the popularity of type-2 fuzzy sets. In this paper we will provide a novel method for performing type-2 fuzzy set operations. We will prove that the operations would be simply performed based on the hyperplane of the highest degree of intersection of two type-1 fuzzy sets.
Keywords
fuzzy set theory; degree of intersection hyperplane; type-2 fuzzy set operations; Computational complexity; Decision making; Fuzzy logic; Fuzzy set theory; Fuzzy sets; High performance computing; Humans; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Information Processing Society, 2007. NAFIPS '07. Annual Meeting of the North American
Conference_Location
San Diego, CA
Print_ISBN
1-4244-1213-7
Electronic_ISBN
1-4244-1214-5
Type
conf
DOI
10.1109/NAFIPS.2007.383873
Filename
4271096
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