FUZZY NEURAL NETWORK WITH FUZZY SIGNALS AND WEIGHTS

被引：105
|
作者：
HAYASHI, Y
BUCKLEY, JJ
CZOGALA, E
机构：
[1] UNIV ALABAMA,DEPT MATH,BIRMINGHAM,AL 35294
[2] TECH UNIV SILESIA,DEPT AUTOMAT CONTROL ELECTR & COMP SCI,PL-44101 GLIWICE,POLAND
来源：
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS | 1993年 / 8卷 / 04期
关键词：
D O I：
10.1002/int.4550080405
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We discuss the direct fuzzification of a standard layered, feedforward, neural network where the signals and weights are fuzzy sets. A fuzzified delta rule is presented for learning. Three applications are given including fuzzy expert systems, fuzzy hierarchical analysis, and fuzzy systems modeling.
引用
收藏
页码：527 / 537
页数：11
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