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Expected value of fuzzy variable and fuzzy expected value models

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2 Author(s)
Baoding Liu ; Dept. of Math. Sci., Tsinghua Univ., Beijing, China ; Yian-Kui Liu

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.

Published in:

Fuzzy Systems, IEEE Transactions on  (Volume:10 ,  Issue: 4 )

Date of Publication:

Aug 2002

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