Bayesian Optimization on Styblinski-Tang d=50 synthetic (round 10)
0.463Regret (Relative Batch Instantaneous)meanBEEBO
Evaluation results
| Method | Links | |
|---|---|---|
| meanBEEBOsqrt(kappa)=0.1, Batch Size (Q)=100, Round=102024.10 | 0.463 | |
| maxBEEBOsqrt(kappa)=0.1, Batch Size (Q)=100, Round=102024.10 | 0.478 | |
| maxBEEBOsqrt(kappa)=1, Batch Size (Q)=100, Round=102024.10 | 0.574 | |
| meanBEEBOsqrt(kappa)=1, Batch Size (Q)=100, Round=102024.10 | 0.676 | |
| meanBEEBOsqrt(kappa)=10, Batch Size (Q)=100, Round=102024.10 | 0.681 | |
| maxBEEBOsqrt(kappa)=10, Batch Size (Q)=100, Round=102024.10 | 0.727 | |
| q-UCBsqrt(kappa)=10, Batch Size (Q)=100, Round=102024.10 | 0.981 | |
| q-UCBsqrt(kappa)=0.1, Batch Size (Q)=100, Round=102024.10 | 1.012 | |
| q-UCBsqrt(kappa)=1, Batch Size (Q)=100, Round=102024.10 | 1.196 |