Title :
A self-tuning fuzzy controller design
Author :
Chen, Jen-Yang ; Lin, Ying-Hao
Author_Institution :
Dept. of Electron. Eng., China Inst. of Technol. & Commerce, Taipei, Taiwan
Abstract :
This paper presents a methodology to tune the initial membership functions of a fuzzy logic controller for a controlled system. These membership functions of the controller output are adjusted according to the performance index of sliding mode control. Computer simulation results show the controlling ability of the proposed controller
Keywords :
control system synthesis; digital simulation; fuzzy control; performance index; self-adjusting systems; tuning; variable structure systems; initial membership functions; performance index; self-tuning fuzzy controller design; sliding mode control; Automatic control; Computer simulation; Control systems; Fuzzy control; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Performance analysis; Sliding mode control; Tuning;
Conference_Titel :
Neural Networks, 1995. Proceedings., IEEE International Conference on
Conference_Location :
Perth, WA
Print_ISBN :
0-7803-2768-3
DOI :
10.1109/ICNN.1995.487355
