Extending the fuzzy rule interpolation "FIVE" by fuzzy observation

被引：40
|
作者：
Kovacs, Szilveszter [1 ]
机构：
[1] Univ Miskolc, Dept Informat Technol, H-3515 Miskolc, Hungary
来源：
Computational Intelligence, Theory and Application | 2006年
关键词：
fuzzy rule interpolation (FRI); interpolation-based fuzzy reasoning; vague environment;
D O I：
10.1007/3-540-34783-6_48
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The chapter introduces a way for extending the "FIVE" (Fuzzy Interpolation based on Vague Environment) fuzzy rule interpolation (FRI) method by the ability of handling fuzzy observations. The proposed extension is based on the concept of "vague environment merging", the unification of the fuzzy observation vague environments to the vague environments of the antecedent universes. The original "FIVE" FRI method together with an example is also introduced briefly in the chapter.
引用
收藏
页码：485 / 497
页数：13
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