| 使用预测-校正模型优化网络流量预测的神经网络 |
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| 引用本文： | 刘超,单道松.使用预测-校正模型优化网络流量预测的神经网络[J].计算机时代,2009(11):18-20. |
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| 作者姓名： | 刘超 单道松 |
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| 作者单位： | 南京工业大学信息中心,江苏,南京,210009 |
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| 摘 要： | 针对基于传统BP算法的前向神经网络预测网络流量方法的不足,构建了一种二级的网络流量预测-校正模型。该模型具有较高的预测效率和峰值预测精度,在实际网络流量的预测中取得了良好的效果。
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| 关 键 词： | 网络流量预测 算法 峰值预测 预测-校正模型 |
Optimizing Neural Network for Network Flux Prediction by Predict-adjust Model |
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| LIU Chao,SHAN Dao-song.Optimizing Neural Network for Network Flux Prediction by Predict-adjust Model[J].Computer Era,2009(11):18-20. |
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| Authors: | LIU Chao SHAN Dao-song |
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| Affiliation: | (Information Center of Nanjing University of Technology, Nanjing 210009) |
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| Abstract: | For the shortages of the method in which network flux is predicted by forward neural network based on traditional BP algorithm,a 2-level network flux predict-adjust model is constructed.The model has higher prediction efficiency and peak prediction accuracy,and it has obtained good effect in the actual network flux prediction. |
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| Keywords: | network flux prediction BP algorithm peak prediction predict-adjust model |
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