Open Access
表5
以MC直接模拟为基准的Kriging、RSM、BPNN、SVM和ISVM-DC的模拟精度
| 方法 | 不同MC样本个数下的模拟精度/% | |||
| 100 | 2×103 | 5×103 | 8×103 | |
| Kriging | 99.90 | 99.83 | 99.90 | 99.76 |
| RSM | 99.80 | 99.70 | 99.74 | 99.70 |
| BPNN | 99.90 | 99.95 | 99.76 | 99.97 |
| SVM | 99.80 | 99.81 | 99.75 | 99.91 |
| ISVM-DC | 99.90 | 99.94 | 99.85 | 99.96 |
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