Title :
On fuzzy modeling using fuzzy neural networks with the back-propagation algorithm
Author :
Horikawa, Shin-ichi ; Furuhashi, Takeshi ; Uchikawa, Yoshiki
Author_Institution :
Dept. of Electron.-Mech. Eng., Nagoya Univ., Japan
fDate :
9/1/1992 12:00:00 AM
Abstract :
A fuzzy modeling method using fuzzy neural networks with the backpropagation algorithm is presented. The method can identify the fuzzy model of a nonlinear system automatically. The feasibility of the method is examined using simple numerical data
Keywords :
fuzzy logic; identification; inference mechanisms; modelling; neural nets; nonlinear systems; backpropagation; fuzzy modeling; fuzzy neural networks; identification; nonlinear system; Fuzzy neural networks; Fuzzy reasoning; Fuzzy systems; Inference algorithms; Neural networks; Nonlinear systems;
Journal_Title :
Neural Networks, IEEE Transactions on
