[1]Yao Yafu,Peng Hao.A combinatorial predictive model based on a radial basis neural network[J].Journal of Zhengzhou University (Engineering Science),2008,29(03):137-140.[doi:10.3969/j.issn.1671-6833.2008.03.035]
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Journal of Zhengzhou University (Engineering Science)[ISSN
1671-6833/CN
41-1339/T] Volume:
29卷
Number of periods:
2008年03期
Page number:
137-140
Column:
Public date:
1900-01-01
- Title:
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A combinatorial predictive model based on a radial basis neural network
- Author(s):
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Yao Yafu; Peng Hao
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- Keywords:
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- CLC:
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- DOI:
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10.3969/j.issn.1671-6833.2008.03.035
- Abstract:
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According to the Radial Basis (RBF) neural network and autoregressive sum sliding average (ARIMA) based on nearest neighbor clustering algorithm (NNCA), their respective single-term prediction submodels are established, and the RBF neural network is used to combine the results of the two single-term prediction submodels to obtain the final prediction value. The experimental results prove the effectiveness of the model by applying the model to the traffic flow prediction of a certain road section in Changsha, and the prediction accuracy of the combined prediction model is greatly improved compared with the single prediction model.