(in lingua inglese)
A new algorithm using the SVM-EGD approach was used to optimize the values of the SVM parameters by use of the EGD approach. The obtained results were validated using experimental wind tunnel tests. Since the mean squared errors between the predicted and the experimental results are very low where the fitted line is very close to desired data, we conclude that the SVM-EGD approach is robust and accurate.