In chaotic time series prediction,phase space reconstruction and prediction model parameters optimization were two key steps,used the relationship between phase space reconstruction and prediction model parameters to improve the model performance,proposed a synchronous optimization method of chaotic time series parameters based on genetic algorithm.In the synchronous optimization method,used PSR and least square support vector machine parameters as genetic algorithm chromosomes while used prediction accuracy as the evaluation function of genetic algorithm,solved the synchronous optimization pr...