Study on Chaotic Mechanism in System Identification Using T-S Model Fuzzy Neural Networks

A fuzzy neural network in T S model is constructed. Chaotic mechanism is introduced into the normal BP algorithm to train the weight parameters of the fuzzy neural networks. The chaotic BP algorithm is applied to nonlinear system modeling to obtain the optimal approximation in the global sense. Simulation studies show the effectiveness and good performance.