Global Optimization on Ackley Function Uniform initialization (test)
0.02Mean L2 ErrorSGD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SGDDimension (d)=2, Iterations=20,000, Learning rate=10−22026.05 | 0.02 | 0 | |
| CBODimension (d)=10, Iterations=1412026.05 | 0.02 | 0 | |
| SGDDimension (d)=1, Iterations=20,000, Learning rate=10−22026.05 | 0.04 | 0 | |
| CESDimension (d)=10, Iterations=141, Alpha=0.52026.05 | 0.14 | 0 | |
| CBODimension (d)=30, Iterations=1412026.05 | 0.26 | 0 | |
| CBODimension (d)=2, Iterations=1412026.05 | 1.3 | 100 | |
| CBODimension (d)=1, Iterations=1412026.05 | 2.9 | 100 | |
| CESDimension (d)=30, Iterations=141, Alpha=0.52026.05 | 3.51 | 0 | |
| CESDimension (d)=1, Iterations=141, Alpha=0.52026.05 | 4.4 | 100 | |
| CESDimension (d)=2, Iterations=141, Alpha=0.52026.05 | 7.4 | 100 |