Abstract: Amid at AGC-AFC, a multivariable fuzzy predictive control based on genetic algorithm is proposed. Fuzzy model of multivariable system is founded by means of fuzzy prediction. A new algorithm for parameter identification is given. And genetic algorithm is used to obtain the optimun control law.The simulation result shows that this method has good effectiveness.