Research Article
Comparing the Selected Transfer Functions and Local Optimization Methods for Neural Network Flood Runoff Forecast
Table 2
The implemented local training gradient based methods.
| Training method | References |
| Batch propagation (BP) | [4, 5, 16] | Batch backpropagation with regularization (BP_regul) | [4, 5, 16] | Levenberg-Marquardt (LM) | [4, 17, 18] | Scaled conjugate gradient, Perry (PER) | [19–21] | Scaled conjugate gradient, Polak (POL) | [19–21] | Scaled conjugate gradient, Hestenes (HEST) | [19–21] | Scaled conjugate gradient, Fletcher (FLET) | [19–21] |
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