Fuzzy integral representation

被引:18
|
作者
Ralescu, DA
Sugeno, M
机构
[1] TOKYO INST TECHNOL,DEPT SYST SCI,MIDORI KU,YOKOHAMA,KANAGAWA 226,JAPAN
[2] INST STAT MATH,MINATO KU,TOKYO 106,JAPAN
基金
美国国家科学基金会;
关键词
fuzzy integral; Choquet integral; comonotonic; fuzzy quantifier; possibility measure; distorted probability;
D O I
10.1016/0165-0114(96)00062-0
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper we give representation results for nonlinear functionals in arbitrary spaces, as fuzzy integrals. The main assumption is that of comonotonic maxitivity (i.e. I(f boolean OR g) = If boolean OR Ig for comonotonic f, g). Under the more restrictive condition of stochastic dominance, we prove a more specific representation as a fuzzy integral with respect to a distorted probability measure. We discuss the particular cases of possibility measures and upper fuzzy expectations. Some partial Randon-Nikodym results are proved for both the Choquet and the fuzzy integrals. Finally an example is shown where the fuzzy integral representation is useful.
引用
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页码:127 / 133
页数:7
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