Traditional time series forecasting models are difficult to capture the nonlinear patterns. Support vector regression … for a SVR model is competent to the forecasting accuracy. Several evolutionary algorithms, such as genetic algorithms and … selecting suitable parameters, in which encouraging local search in areas where forecasting accuracy improvement continues to be …