| 基于改进的Elman神经网络的网络流量预测 |
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| 引用本文： | 王宏伟,孙志远.基于改进的Elman神经网络的网络流量预测[J].计算机与数字工程,2012,40(9):87-89. |
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| 作者姓名： | 王宏伟 孙志远 |
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| 作者单位： | 1. 平顶山学院资产与设备管理处 平顶山467000
2. 平顶山学院人事处 平顶山 467000 |
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| 摘 要： | 在Elman神经网络的基础上提出了改进的网络,根据实际网络中测量的网络流量数据,建立了基于Elman神经网络的流量模型,分别用Elman神经网络和改进的Elman神经网络对实际网络流量进行预测,仿真实验结果表明,改进的Elman神经网络具有良好的预测效果,改进的Elman神经网络具有更高的预测精度和更好的动态性能.
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| 关 键 词： | Elman神经网络 预测 网络管理 |
Prediction for Network Traffic Based on Improved Elman Neural Network |
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| WANG Hongwei
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SUN Zhiyuan.Prediction for Network Traffic Based on Improved Elman Neural Network[J].Computer and Digital Engineering,2012,40(9):87-89. |
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| Authors: | WANG Hongwei SUN Zhiyuan |
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| Affiliation: | 1.Assets and EquipmentS Management Office,College of Pingdingshan,Pingdingshan 467000)(2.Personnel Department,College of Pingdingshan,Pingdingshan 467000) |
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| Abstract: | An Improved network is presented based on the Elman neural network,with data collected from the actual network,a network traffic model based on Elman neural network is constructed.the network traffic is predicted with Elman neural network and improved network.Simulation results show that the improved Elman neural network has better effect of prediction,it has higher precision and better dynamic performance. |
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| Keywords: | Elman neural network prediction network management |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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