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A Multi-Step Prediction Model of Wavelet Neural Network

Jin Long (Jiangsu Meteorological Institute, Nanjing 210008)Qin Weiliang (Nanjing Institute of Meteorology, Nanjing 210044)Yao Huadong (National Climate Center, Beijing 100081)  
A new nonliner long-range prediction model is proposed based on the wavelet transform and wavelet neural network in the paper. Results indicate that multi-step prediction model of wavelet neural network is well available for both the fitting and the forecast. At the same time, the new prediction model shows great promise in the research of long-range prediction due to its fast convergence of the errors, long period of validity and low order to build prediction model.
【Fund】: 中国气象局 “九五”项目
【CateGory Index】: P456
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