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) [1921]
Scaled conjugate gradient, Polak (POL) [1921]
Scaled conjugate gradient, Hestenes (HEST) [1921]
Scaled conjugate gradient, Fletcher (FLET) [1921]