Abstract: By using-genetic algorithm, a new approach to identify the fuzzy T-S model that is realized through fuzzy neural network is proposed in this paper. The process of parameter optimization is given in detail. The effectiveness of this approach is testified by a great deal of simulations. Neural network, fuzzy logic and genetic algorithm is fused successfully.