INCLUDING PROBABILISTIC UNCERTAINTY IN FUZZY-LOGIC CONTROLLER MODELING USING DEMPSTER-SHAFER THEORY

被引：78
|
作者：
YAGER, RR
FILEV, DP
机构：
[1] Machine Intelligence Institute, Iona College, New Rochelle
来源：
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS | 1995年 / 25卷 / 08期
关键词：
D O I：
10.1109/21.398683
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
We discuss some basic ideas from the Dempster-Shafer theory of evidence. We describe the concept of fuzzy systems modeling used in fuzzy logic control, We use the Dempster-Shafer framework to provide a machinery for including randomness in the fuzzy systems modeling process. We show how to represent additive noise in this combined framework.
引用
收藏
页码：1221 / 1230
页数：10
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