DocumentCode
893164
Title
Convergent results about the use of fuzzy simulation in fuzzy optimization problems
Author
Liu, Yian-Kui
Author_Institution
Coll. of Math. & Comput. Sci., Hebei Univ., Baoding
Volume
14
Issue
2
fYear
2006
fDate
4/1/2006 12:00:00 AM
Firstpage
295
Lastpage
304
Abstract
We discuss the convergence of fuzzy simulation as it is employed in fuzzy optimization problems. Several convergence concepts for sequences of fuzzy variables are defined such as convergence in optimistic value. A new approach to approximating essentially bounded fuzzy variables with continuous possibility distributions is introduced. Applying the proposed approximation method to our previous work, we prove three convergence theorems about the use of fuzzy simulation in computing the credibility of a fuzzy event, finding the optimistic value of a return function, and calculating the expected value of a fuzzy variable
Keywords
approximation theory; convergence of numerical methods; fuzzy set theory; optimisation; approximation method; bounded fuzzy variables; convergence theorems; fuzzy optimization problems; fuzzy simulation; Computational modeling; Convergence; Discrete event simulation; Fuzzy sets; Fuzzy systems; Mathematical model; Mathematical programming; Optimization methods; Stochastic processes; Stochastic systems; Approximation; convergence theorem; fuzzy optimization; fuzzy simulation; fuzzy variable;
fLanguage
English
Journal_Title
Fuzzy Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-6706
Type
jour
DOI
10.1109/TFUZZ.2005.864077
Filename
1618520
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