DocumentCode
2254304
Title
Additions of completely correlated fuzzy numbers
Author
Carlsson, Christer ; Fuller, Robert ; Maj lender, P.
Author_Institution
IAMSR, Abo Akad., Finland
Volume
1
fYear
2004
fDate
25-29 July 2004
Firstpage
535
Abstract
In this paper we consider additions of interactive fuzzy numbers. The interactivity relation between fuzzy numbers are defined by their joint possibility distribution. We show that Nguyen´s theorem remains valid in this environment. We give explicit formulas for the γ-level sets of the extended sum of two completely correlated fuzzy numbers. We show that the interactive and the non-interactive sums have the same membership function for any pair of completely positively correlated fuzzy numbers. Finally, we prove that (i) the interactive sum of two completely negatively correlated fuzzy numbers A and B with A(x) = B(-x) for all x ∈ R, is (crisp) zero; (ii) the interactive difference of two completely positively correlated fuzzy numbers A and B with identical membership function, that is, a(x) - b(x) for all x ∈ R, is (crisp) zero.
Keywords
fuzzy set theory; possibility theory; statistical distributions; Nguyen theorem; correlated fuzzy numbers; interactive fuzzy numbers; joint possibility distribution; Art; Artificial intelligence; Fuzzy sets;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
ISSN
1098-7584
Print_ISBN
0-7803-8353-2
Type
conf
DOI
10.1109/FUZZY.2004.1375791
Filename
1375791
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