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The application of BP and RBF model in the forecasting of the runoff and the sediment transport volume in Linjin section

机译:BP和RBF模型在临津段径流和输沙量预测中的应用。

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摘要

The main factors which affect the runoff and the sediment transport volume in the Lower Yellow River Mouth are analyzed. Then the fundamental of BP and RBF model are introduced. Furthermore, the BP model and RBF model are set up by using the program in the toolbox of the neural network under the environment of MATLAB. Finally the runoff and the sediment transport volume in Linjin section are forecasted and the forecasting errors are analyzed.
机译:分析了影响黄河下游径流和泥沙输送量的主要因素。然后介绍了BP和RBF模型的基本原理。此外,在MATLAB环境下,利用神经网络工具箱中的程序建立BP模型和RBF模型。最后对临津段径流和输沙量进行了预报,并对预报误差进行了分析。

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