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

页码：723 / 728

页数：6

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