Dealing with covering problems in fuzzy rule systems by similarity-based extrapolation

被引：0
|
作者：
Godo, L [1 ]
Sandri, S [1 ]
机构：
[1] CSIC, IIIA, Bellaterra 08193, Spain
来源：
PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2 | 2002年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In the present paper we propose a solution for overcoming possible lacks of covering of the input space in fuzzy rule bases. Our approach is based on similarity-based reasoning and considers a kind of extrapolative inference ride which enlarges the range of applicability of a fuzzy rule by replacing conditions in the premise of the form "X is A" by "X is approximately A", where approximately_A is the image of A by a suitable fuzzy similarity relation.
引用
收藏
页码：723 / 728
页数：6
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