Research Article
Adaptive Gradient-Based Optimization Method for Parameter Identification in Power Distribution Network
Table 4
The performance of AGBO under different learning rates.
| Learning rate | MAE | RMSE | MAPE |
| 1e-5 | 50.282 | 51.300 | 0.822 | 5e-5 | 15.127 | 16.953 | 0.247 | 1e-4 | 6.987 | 8.693 | 0.114 | 5e-4 | 5.652 | 7.097 | 0.092 | 1e-3 | 5.397 | 6.771 | 0.088 | 5e-3 | 5.273 | 6.645 | 0.086 | 1e-2 | 10.859 | 12.670 | 0.177 | 5e-2 | 14.107 | 16.092 | 0.231 |
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