Function Optimization on Ackley d=500
0.035Final DistanceAdam
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AdamMethod=Adam2026.05 | 0.035 | 0.004 | 0.004 | 100 | 0.459 | 0.157 | 0.157 | |
| NAGMethod=NAG2026.05 | 0.046 | 0.007 | 0.007 | 92.2 | 1.223 | 0.515 | 0.515 | |
| LearnedMethod=Learned2026.05 | 0.224 | 0.049 | 0.033 | 49 | 1.358 | 0.576 | 0.558 | |
| RMSPropMethod=RMSProp2026.05 | 0.281 | 0.062 | 0.062 | 0 | 0.492 | 0.152 | 0.14 | |
| MomentumMethod=Momentum2026.05 | 0.293 | 0.068 | 0.068 | 55.7 | 1.53 | 0.644 | 0.644 | |
| GDMethod=GD2026.05 | 1.951 | 0.829 | 0.829 | 0 | 2.51 | 1.181 | 1.181 |