Stabilization Control of Nonlinear System Using Adaptive Neuro-Fuzzy Controller
In-Yong Lee, Han-Ho Tack, Sang-Bae Lee, Boo-Gue Choi · The Journal of the Korean Institute of Information and Communication Engineering · 2001
In this paper, an stabilization control method using adaptive neuro-fuzzy controller(ANFC) is proposed for modeling of nonlinear complex systems. The proposed adaptive neuro-fuzzy controller implements system structure and parameter identification using the intelligent schemes together with optimization theory, linguistic fuzzy implication rules, and neural networks from input and output data of processes. The results show that the proposed method can produce the intelligence model with higher accuracy than other works achieved previously.