Abstract: Based on the analysis of pilot behavior character and control mode,the predictive control ANN(artificial neural network)model is established according to the theory of prediction-following.Method to calculate the parameters of ANN model is presented by optimal control.GA(genetic algorithm)is used in global optimization to ensure the convergerce of parameters.An example of controlling attack angle is simulated.Numerical simulation shows that nonlinear characters are considered,and MIMO(multi-input multi-output)function is realized.The model has intelligent characteristics.