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
Link To Document :
بازگشت