Selection of surrogate modeling techniques for surface approximation and surrogate-based optimization
0263-8762 Keywords 9.3, BP5Q4, Gaussian process regression, multivariate adaptive regression splines, random ... adaptive regression spline models and Gaussian process regression yielded the most accurate predictions for ... approximating a surface. Random forests, support vector machine regression, and Gaussian process regression ...