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
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;
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
DOI :
10.1109/SMCIA.2001.936744