DocumentCode :
328313
Title :
Toward fast reasoning for fuzzy logic inference
Author :
Chen, Hung-Pin ; Shyur, Jui-Ching ; Parng, Tai-Ming
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Volume :
1
fYear :
1993
fDate :
25-29 Oct. 1993
Firstpage :
697
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.
Keywords :
fuzzy control; fuzzy logic; inference mechanisms; uncertainty handling; fast reasoning; fuzzy logic inference; if-then rule; linguistic concept; truck backer-upper control systems; Broadcasting; Control system synthesis; Control systems; Equations; Fuzzy logic; Input variables; Performance evaluation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
Type :
conf
DOI :
10.1109/IJCNN.1993.714009
Filename :
714009
Link To Document :
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