Phase space reconstruction and least square support vector machine parameters optimization are optimized separately in traditional methods,and the prediction model can't achieve the best performance.A parameters simultaneous optimization method is proposed,which uses the interdependent relationship between phase space reconstruction and least square support vector machine parameters to improve the model performance.Firstly,the parameters are designed based on uniform design.Secondly,parameters are optimized based on least square support vector...