DocumentCode
2254373
Title
A generalized vertex method for computing with fuzzy intervals
Author
Dubois, Didier ; Fargier, Héleine ; Fôrtin, Jérome
Author_Institution
IRIT/UPS, Toulouse, France
Volume
1
fYear
2004
fDate
25-29 July 2004
Firstpage
541
Abstract
We introduce a new method for computing functions of fuzzy intervals under various monotonicity assumptions on the concerned functions. Our method makes exact computation for all possibility degrees, without resorting to α-cuts. We formally present the notion of left and right profiles of fuzzy intervals as a tool for fuzzy interval computation. Several results show that interval analysis methods can be directly adapted to fuzzy interval computation where end point of intervals are changed into left and right profiles. Our approach is illustrated by numerous simple examples all along the paper, and a special section is devoted to the application of these concepts to different known problems.
Keywords
fuzzy set theory; possibility theory; fuzzy interval computation; generalized vertex method; interval analysis methods; Approximation algorithms; Fuzzy sets; Uncertainty; Uninterruptible power systems;
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.2004.1375793
Filename
1375793
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