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As conventional multilayer backward-propagation network does not perform well on parameter estimation and convergence, several improved backward-propagation algorithms, such as VLBP, MOBP, CGBP and LMBP, were developed. In order to investigate simulation performance of each algorithm to construct the BP network model suitable for hydrological forecasting, five backward-propagation (BP) neural networks...
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