DocumentCode :
1508522
Title :
Fuzzy logic control synthesis without any rule base
Author :
Novakovic, Branko M.
Author_Institution :
FSB, Zagreb Univ., Croatia
Volume :
29
Issue :
3
fYear :
1999
fDate :
6/1/1999 12:00:00 AM
Firstpage :
459
Lastpage :
466
Abstract :
A new analytic fuzzy logic control (FLC) system synthesis without any rule base is proposed. For this purpose the following objectives are preferred and reached: 1) an introduction of a new adaptive shape of fuzzy sets and a new adaptive distribution of input fuzzy sets, 2) a determination of an analytic activation function for activation of output fuzzy sets, instead of using of min-max operators, and 3) a definition of a new analytic function that determines the positions of centers of output fuzzy sets in each mapping process, instead of definition of the rule base. A real capability of the proposed FLC synthesis procedures is presented by synthesis of FLC of robot of RRTR-structure
Keywords :
control system synthesis; fuzzy control; fuzzy logic; fuzzy set theory; robots; adaptable fuzzy sets; adaptive shape; control synthesis; control system synthesis; fuzzy logic control; fuzzy sets; input fuzzy sets; output fuzzy sets; robot; robot control; Control system analysis; Control system synthesis; Data structures; Flexible manufacturing systems; Fuzzy logic; Fuzzy sets; Intelligent robots; Robot control; Set theory; Shape control;
fLanguage :
English
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher :
ieee
ISSN :
1083-4419
Type :
jour
DOI :
10.1109/3477.764883
Filename :
764883
Link To Document :
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