Title :
Towards a neural fuzzy controller
Author :
Cela, A. ; Hamam, Y. ; Zhang, H.
Author_Institution :
Blaise Pascal, Noisy-le-Grand, France
Abstract :
The authors discuss the use of an artificial neural network (ANN) in implementing a fuzzy logic controller (FLC). The transfer of the expert knowledge of the FLC to an ANN, and increasing its capacity by online learning, make it possible to realize intelligent control systems. The authors present a neural network architecture capable of modeling an FLC whose inputs are the state variables of a dynamic system and whose outputs are control signals
Keywords :
control system synthesis; fuzzy control; intelligent control; neural nets; ANN; FLC; artificial neural network; expert knowledge; fuzzy logic controller; neural fuzzy controller; online learning; Artificial neural networks; Control system synthesis; Control systems; Fuzzy control; Fuzzy logic; Fuzzy sets; Fuzzy systems; Hardware; Network synthesis; Neural networks;
Conference_Titel :
Systems, Man and Cybernetics, 1992., IEEE International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-0720-8
DOI :
10.1109/ICSMC.1992.271610
