Function Optimization on Ackley d = 100
0.178Final DistanceLearned
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LearnedMethod=Learned2026.05 | 0.178 | 0.102 | 0.078 | 70.1 | 1.277 | 1.291 | 1.261 | |
| RMSPropMethod=RMSProp2026.05 | 0.376 | 0.156 | 0.154 | 85.2 | 0.537 | 0.31 | 0.309 | |
| AdamMethod=Adam2026.05 | 0.384 | 0.15 | 0.148 | 79.4 | 0.985 | 0.731 | 0.731 | |
| NAGMethod=NAG2026.05 | 0.809 | 0.367 | 0.366 | 50.5 | 1.609 | 1.257 | 1.257 | |
| MomentumMethod=Momentum2026.05 | 0.943 | 0.472 | 0.472 | 40.6 | 1.766 | 1.429 | 1.429 | |
| GDMethod=GD2026.05 | 1.925 | 1.595 | 1.595 | 0.3 | 2.493 | 2.341 | 2.341 |