Title :
A heuristic criterion algorithm of the self-learning fuzzy controller
Author :
Perng, Chiy-Ferng ; Chen, Yung-Yaw
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
Through observation of the learning process in humans, one finds that punishments and rewards play a somewhat important role. The judgment of whether the action should be punished or rewarded and the decision of the degree of punishments or rewards are two major problems in such a scheme. The authors propose a heuristic criterion algorithm to solve these problems and apply it to a fuzzy controller
Keywords :
fuzzy control; fuzzy set theory; heuristic programming; learning systems; heuristic criterion algorithm; learning process; punishment degree decision; punishments; reward degree decision; rewards; self-learning fuzzy controller; Consumer electronics; Engines; Fuzzy control; Fuzzy neural networks; Fuzzy set theory; Heuristic algorithms; Humans; Learning; Neural networks; Set theory;
Conference_Titel :
Fuzzy Information Processing Society, 1997. NAFIPS '97., 1997 Annual Meeting of the North American
Conference_Location :
Syracuse, NY
Print_ISBN :
0-7803-4078-7
DOI :
10.1109/NAFIPS.1997.624021