Toward fast reasoning for fuzzy logic inference
Resource
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Journal
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Pages
-
Date Issued
1993-10
Date
1993-10
Author(s)
Chen, Hung-Pin
Shyur, Jui-Ching
Parng, Tai-Ming
DOI
N/A
Abstract
This paper presents a method for seducing computations in fuzzy logic inference. Reduction of computations is achieved via three points: (1) avoid match-degree computations over the whole universe; (2) remove redundant match-degree calculation in common IF-clauses; and (3) omit calculations of the same fuzzy value in the 'THEN-part' of different rules. By using these techniques, we show several times improvements over previous methods by truck backer-upper control systems. We also note that no information of linguistic concept is lost in proposed method.
Type
journal article
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