On the other hand, interpolating methods can get more and more accurate as new points are added, eventually converging to the true function. In this study, we test seven different surrogate model construction methods on the Hartman function and then choose the best one to be used for evaluating the DoEs and initial sample sizes for ASMO. A brief description of the seven methods is given in Appendix II.