Abstract: An improved genetic algorithm based self adaptive controlling strategy is presented.Satisfactory control based on the index of weighted ITAE is achieved by optimizing the key parameters in nonlinear quantization function and self adaptive formula of controller.With many simulations,the new approach has be proved to have excellent performance to complex systems such as MIMO systems,chaotic systems,systems with delay.