Black-box optimization ranking on BS function 20 variants loose tolerance
2.35Mean Rankei_BOSS_off_Mat52_sum
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ei_BOSS_off_Mat52_sumAcquisition=EI, Surrogate=BOSS, Transformation=off, Kernel=Mat52, Aggregation=sum, Num Ranks=202026.04 | 2.35 | 2 | 1 | 6 | |
| lcb_BOSS_off_Mat52_sumAcquisition=LCB, Surrogate=BOSS, Transformation=off, Kernel=Mat52, Aggregation=sum, Num Ranks=202026.04 | 2.85 | 2 | 1 | 9 | |
| ei_BOSS_on_gam_Mat52Acquisition=EI, Surrogate=BOSS, Transformation=Gamma (Generalized PR), Kernel=Mat52, Num Ranks=202026.04 | 3.4 | 3.5 | 1 | 6 | |
| lcb_BOSS_on_gam_Mat52Acquisition=LCB, Surrogate=BOSS, Transformation=Gamma (Generalized PR), Kernel=Mat52, Num Ranks=202026.04 | 4.25 | 4 | 1 | 7 | |
| ei_BOSS_on_LN_Mat52Acquisition=EI, Surrogate=BOSS, Transformation=Log-Normal (Generalized PR), Kernel=Mat52, Num Ranks=202026.04 | 5 | 5 | 1 | 10 | |
| lcb_BOSS_on_LN_Mat52Acquisition=LCB, Surrogate=BOSS, Transformation=Log-Normal (Generalized PR), Kernel=Mat52, Num Ranks=202026.04 | 5.55 | 5 | 1 | 12 | |
| ei_KR_on_gam_Mat52Acquisition=EI, Surrogate=KR, Transformation=Gamma, Kernel=Mat52, Num Ranks=102026.04 | 6.9 | 7 | 2 | 12 | |
| lcb_KR_on_gam_Mat52Acquisition=LCB, Surrogate=KR, Transformation=Gamma, Kernel=Mat52, Num Ranks=102026.04 | 8.9 | 9.5 | 2 | 16 | |
| ei_BOSS_on_gam_fixed_Mat52Acquisition=EI, Surrogate=BOSS, Transformation=Gamma, Config=fixed, Kernel=Mat52, Num Ranks=202026.04 | 8.95 | 8 | 7 | 16 | |
| lcb_BOSS_on_gam_fixed_Mat52Acquisition=LCB, Surrogate=BOSS, Transformation=Gamma, Config=fixed, Kernel=Mat52, Num Ranks=202026.04 | 9.85 | 10 | 5 | 14 | |
| ei_BOSS_off_Mat52Acquisition=EI, Surrogate=BOSS, Transformation=off, Kernel=Mat52, Num Ranks=202026.04 | 10.5 | 10.5 | 7 | 17 | |
| lcb_hvafner_fixedAcquisition=LCB, Surrogate=hvafner, Config=fixed, Num Ranks=202026.04 | 10.9 | 11 | 8 | 15 | |
| lcb_BOSS_off_Mat52Acquisition=LCB, Surrogate=BOSS, Transformation=off, Kernel=Mat52, Num Ranks=202026.04 | 11.2 | 11 | 7 | 16 | |
| ei_hvafner_fixedAcquisition=EI, Surrogate=hvafner, Config=fixed, Num Ranks=202026.04 | 11.85 | 12 | 6 | 16 | |
| lcb_meta_offAcquisition=LCB, Surrogate=meta, Transformation=off, Num Ranks=202026.04 | 13.25 | 13 | 10 | 17 | |
| ei_meta_offAcquisition=EI, Surrogate=meta, Transformation=off, Num Ranks=202026.04 | 13.65 | 13.5 | 10 | 16 | |
| ei_BOSS_off_RBFAcquisition=EI, Surrogate=BOSS, Transformation=off, Kernel=RBF, Num Ranks=202026.04 | 16.15 | 16 | 11 | 19 | |
| lcb_BOSS_off_RBFAcquisition=LCB, Surrogate=BOSS, Transformation=off, Kernel=RBF, Num Ranks=202026.04 | 16.25 | 16 | 14 | 18 | |
| SOBOL_offModel=SOBOL, Transformation=off, Num Ranks=202026.04 | 17.5 | 17.5 | 17 | 19 |