Title :
A generalized vertex method for computing with fuzzy intervals
Author :
Dubois, Didier ; Fargier, Héleine ; Fôrtin, Jérome
Author_Institution :
IRIT/UPS, Toulouse, France
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;
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8353-2
DOI :
10.1109/FUZZY.2004.1375793