High-dimensional optimization on Sphere D=10000
6.4338Objective Value (Sphere D=10000)DSEBO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DSEBOTime (s)=3432026.05 | 6.4338 | 4.6624 | |
| BAxUSTime (s)=31822026.05 | 20.0685 | 15.9891 | |
| MCTSVSTime (s)=3832026.05 | 42.4199 | 24.8201 | |
| Random SearchTime (s)=142026.05 | 68.6981 | 53.9599 | |
| SIRBOSubspace dimension (d)=50, Time (s)=75282026.05 | 106.1076 | 85.4588 | |
| SIRBOSubspace dimension (d)=30, Time (s)=75282026.05 | 114.9471 | 92.1035 | |
| LMMAESTime (s)=502026.05 | 123.6035 | 97.1999 | |
| DCEMTime (s)=302026.05 | 124.469 | 100.0146 | |
| HesBOSubspace dimension (d)=50, Time (s)=2302026.05 | 135.1932 | 103.8779 | |
| HesBOSubspace dimension (d)=30, Time (s)=2302026.05 | 143.2573 | 113.404 | |
| TuRBOTime (s)=2642026.05 | 174.1312 | 118.9279 | |
| REMBOSubspace dimension (d)=30, Time (s)=5812026.05 | 282.7653 | 198.8264 | |
| REMBOSubspace dimension (d)=50, Time (s)=5812026.05 | 497.3164 | 446.1657 |