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