DocumentCode
2317434
Title
An analytical formula for similarity measure between interval type-2 fuzzy sets with Gaussian Primary membership function and uncertain standard deviation
Author
Rezaee, Babak
Author_Institution
Dept. of Ind. Eng., Bojnord Univ., Bojnord, Iran
fYear
2010
fDate
25-27 Aug. 2010
Firstpage
676
Lastpage
679
Abstract
Different similarity measures for type-2 fuzzy sets have been proposed in the literature. However, there are not analytical formulas for them. In this paper, an extension of Jaccard´s similarity measure for type-2 fuzzy sets is considered and the generalized formula in analytical form for the similarity measure of two interval fuzzy sets with Gaussian Primary membership function is derived.
Keywords
Gaussian processes; fuzzy set theory; Gaussian primary membership function; Jaccard similarity measure; analytical formula; interval type-2 fuzzy set; uncertain standard deviation; Fuzzy sets;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computational Intelligence (IWACI), 2010 Third International Workshop on
Conference_Location
Suzhou, Jiangsu
Print_ISBN
978-1-4244-6334-3
Type
conf
DOI
10.1109/IWACI.2010.5585157
Filename
5585157
Link To Document