Application of BP on Hydrological Forecast Model

In order to study the feasibility and practicality, the hydrological forecasting model are established respectively by the traditional method and the new methods, BP network and projection pursuit. The result shows that the accuracy of the BP model is within 10%, has better forecasting effect and mo...

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Bibliographic Details
Published inApplied Mechanics and Materials Vol. 568-570; pp. 883 - 886
Main Authors Li, Zhong Sheng, Zhang, Ri Jun, Zhang, Feng Chun
Format Journal Article
LanguageEnglish
Published Zurich Trans Tech Publications Ltd 10.06.2014
Subjects
Accuracy
Algorithms
Forecasting
Hydrology
Information storage
Neural networks
Regression analysis
Runoff
Statistical analysis
Values
Water quality
Projection Pursuit
Multiple Linear Regressions
Runoff Forecasting
BP Network
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Summary:In order to study the feasibility and practicality, the hydrological forecasting model are established respectively by the traditional method and the new methods, BP network and projection pursuit. The result shows that the accuracy of the BP model is within 10%, has better forecasting effect and more practical value than the others.
Bibliography:Selected, peer reviewed papers from the 2014 International Conference on Measurement, Instrumentation and Automation (ICMIA 2014), April 23-24, 2014, Shanghai, China
ISBN:9783038351382
3038351385
ISSN:1660-9336
1662-7482
1662-7482
DOI:10.4028/www.scientific.net/AMM.568-570.883