Title :
Identification of T-S fuzzy bilinear model and its applications
Author :
Ku, Hong-Chi ; Kung, Chung-Chun ; Chen, Wei-Yin
Author_Institution :
Dept. of Electr. Eng., Tatung Univ., Taipei, Taiwan
Abstract :
The objective of this paper is to use the T-S fuzzy bilinear model to describe nonlinear system with high accuracy and with as fewer IF-THEN rules as possible via input and output data which collect from original nonlinear system. A new cluster validity criterion suitable for the bilinear models will be presented. The simulation example is provided to demonstrate the accuracy of the fuzzy bilinear model.
Keywords :
fuzzy systems; nonlinear systems; IF-THEN rules; T-S fuzzy bilinear model; nonlinear system; Equations; Mathematical model; T-S fuzzy bilinear model; cluster validity criterion;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5641690