Function Optimization on Rastrigin d = 500
0.387Final DistanceRMSProp
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RMSPropMethod=RMSProp2026.05 | 0.387 | 0.59 | 0.59 | 67.7 | 0.466 | 56.395 | 56.395 | |
| AdamMethod=Adam2026.05 | 0.425 | 2.289 | 2.289 | 67.7 | 0.88 | 269.633 | 269.633 | |
| LearnedMethod=Learned2026.05 | 6.992 | 4,471.672 | 1,901.137 | 0 | 10.218 | 3,838.967 | 1,916.049 | |
| GDMethod=GD2026.05 | 68.899 | 12,100 | 2,281.595 | 0 | 56.18 | 10,400 | 2,281.595 | |
| NAGMethod=NAG2026.05 | 87.333 | 14,700 | 2,281.595 | 0 | 79.442 | 13,700 | 2,281.595 | |
| MomentumMethod=Momentum2026.05 | 90.777 | 14,700 | 2,281.595 | 0 | 76.336 | 12,600 | 2,281.595 |