DocumentCode
3286249
Title
DFSLIF: dynamical fuzzy system with linguistic information feedback
Author
Gao, X.Z. ; Ovaska, S.J. ; Dote, Y.
Author_Institution
Inst. of Intelligent Power Electron., Helsinki Univ. of Technol., Espoo, Finland
fYear
2001
fDate
2001
Firstpage
121
Lastpage
126
Abstract
We propose a new dynamical fuzzy system with linguistic information feedback (DFSLIF). Instead of crisp system output, the delayed conclusion fuzzy membership function in the consequence part is fed back locally with adjustable scaling and shifting in order to overcome the static mapping drawback of conventional fuzzy systems. We give a detailed description of the corresponding structure and algorithm. Our novel scheme has the advantage of inherent dynamics, and is therefore well suited for handling temporal problems like dynamical system identification, control, and filtering. Simulation experiments have been carried out to demonstrate its effectiveness
Keywords
fuzzy logic; fuzzy systems; DFSLIF; delayed conclusion fuzzy membership function; dynamical fuzzy system; dynamical system identification; experiments; fuzzy logic; linguistic information feedback; simulation; static mapping; Computer science; Engines; Feedback; Filtering; Fuzzy logic; Fuzzy sets; Fuzzy systems; Modeling; Nonlinear dynamical systems; Power electronics;
fLanguage
English
Publisher
ieee
Conference_Titel
Soft Computing in Industrial Applications, 2001. SMCia/01. Proceedings of the 2001 IEEE Mountain Workshop on
Conference_Location
Blacksburg, VA
Print_ISBN
0-7803-7154-2
Type
conf
DOI
10.1109/SMCIA.2001.936744
Filename
936744
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