Title :
The application of BP and RBF model in the forecasting of the runoff and the sediment transport volume in Linjin section
Author :
Yan, Jun ; Chen, Sainan ; Jiang, Changyou
Author_Institution :
North China Univ. of Water Conservancy & Electr. Power, Zhengzhou, China
Abstract :
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.
Keywords :
backpropagation; geophysics computing; radial basis function networks; sediments; BP model; Linjin section; MATLAB; RBF model; lower yellow river mouth; neural network toolbox; sediment transport volume forecasting; Artificial neural networks; Floods; Forecasting; Mathematical model; Rivers; Sediments; Solid modeling; BP model; RBF model; artificial neural network; forecast; the Yellow River Mouth; the water and sediment fluxes;
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
DOI :
10.1109/ICNC.2010.5584639
