Expected value of fuzzy variable and fuzzy expected value models

Authors:
Baoding Liu;Yian-Kui Liu
Affiliations:
Dept. of Math. Sci., Tsinghua Univ., Beijing;-
Venue:
IEEE Transactions on Fuzzy Systems
Year:
2002

Citing 0
Cited 207

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Abstract

This paper will present a novel concept of expected values of fuzzy variables, which is essentially a type of Choquet integral and coincides with that of random variables. In order to calculate the expected value of general fuzzy variable, a fuzzy simulation technique is also designed. Finally, we construct a spectrum of fuzzy expected value models, and integrate fuzzy simulation, neural network, and genetic algorithms to produce a hybrid intelligent algorithm for solving general fuzzy expected value models.