An Improved Approach for Estimating the Hyperparameters of the Kriging Model for High-Dimensional Problems through the Partial Least Squares Method

Figure 1

Theta smoothness can be tuned to adapt spatial influence to our problem. The magnitude of dictates how quickly the squared exponential function variates.