Research Article
Kernel Parameter Optimization for Kriging Based on Structural Risk Minimization Principle
Table 1
Sampling information of the test functions.
| | Test function | Dimension | Bound | Samples size | Test sample size | Scale |
| | Fun1 | 1 | | 25 | 600 | Small | | Fun2 | 1 | | 25 | 600 | Small | | Fun3 | 2 | | 50 | 1 000 | Small | | Fun4 | 2 | | 50 | 1 000 | Small | | Fun5 | 10 | | 300 | 2 000 | Middle | | Fun6 | 10 | | 300 | 2 000 | Middle | | Fun7 | 16 | | 400 | 3 000 | Middle | | Fun8 | 30 | | 600 | 3 000 | Large | | Fun9 | 30 | | 600 | 3 000 | Large |
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