DocumentCode
1145472
Title
Optimization of fuzzy models
Author
Pedrycz, Witold ; De Oliveira, Jose Valente
Author_Institution
Dept. of Electr. & Comput. Eng., Manitoba Univ., Winnipeg, Man., Canada
Volume
26
Issue
4
fYear
1996
fDate
8/1/1996 12:00:00 AM
Firstpage
627
Lastpage
636
Abstract
Fuzzy models are regarded as linguistic modeling structures with well-defined functional blocks of input and output interfaces along with a processing module. The paper examines the functions of these modules and specifies the relevant optimization tasks emerging in fuzzy system identification. Considering several distinct levels of conceptual memorization realized within the fuzzy models (subsequently resulting in establishing short-, medium-, and long-term memories), the corresponding learning policies are developed. The study includes also detailed simulation studies
Keywords
fuzzy logic; learning (artificial intelligence); optimisation; functional blocks; fuzzy models; learning policies; linguistic modeling structures; processing module; simulation; Buildings; Computer architecture; Computer interfaces; Context modeling; Contracts; Councils; Fuzzy sets; Fuzzy systems; Joining processes; Topology;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
1083-4419
Type
jour
DOI
10.1109/3477.517038
Filename
517038
Link To Document