Research Article
An Improved Approach for Estimating the Hyperparameters of the Kriging Model for High-Dimensional Problems through the Partial Least Squares Method
Figure 7
CPU time of the Griewank function in 60D over the interval . The experiments are based on the 10-Latin-hypercube design.
(a) CPU time for 60 input variables and 50 sampling points |
(b) CPU time for 60 input variables and 100 sampling points |
(c) CPU time for 60 input variables and 200 sampling points |
(d) CPU time for 60 input variables and 300 sampling points |