Surrogate Policy Generation on Buchwald-Hartwig
0.027Policy MAEGP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GPSobol indices?=∼a, Fit time (s)=2.05, Sample 10k (s)=1.752025.10 | 0.027 | — | — | — | — | — | |
| MLPSobol indices?=×, Fit time (s)=0.337, Sample 10k (s)=0.052025.10 | 0.041 | — | — | — | — | — | |
| PCESobol indices?=✓, Fit time (s)=0.006, Sample 10k (s)=0.12, L (members)=502025.10 | 0.153 | — | — | — | — | — | |
| PCE surrogateHardware=single CPU, Sample size=10k2025.10 | — | 0.5 | 0.006 | 0.12 | 0.13 | 14,000 |