Abstract: An intelligent controller based on fuzzy support vector networks is designed.The proposed controller integrates fuzzy control and support vector networks together,and integrates the advantages of both fuzzy control and support vector networks.This paper also optimizes the support vector machine(SVM)parameters and controller scale coefficients based on genetic algorithms(GA),in order to get the optimal performance of the controller.Simulation results show that the controller is of good performance.