Additionally, the models must be investigated on the different locations of fixed length data of time series. The tested results showed that among four versions of the Holt-Winters model which is appropriate for predicting the exchange rate volatility of the EUR/USD currency pair and is a simplified additive model that minimizes the root mean square error.