Expected value of fuzzy variable and fuzzy expected value models

被引:1493
作者
Liu, BD [1 ]
Liu, YK [1 ]
机构
[1] Tsing Hua Univ, Dept Math Sci, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
expected value; fuzzy programming; fuzzy simulation; genetic algorithm; neural network;
D O I
10.1109/TFUZZ.2002.800692
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:445 / 450
页数:6
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