Computer Engineering and Applications ›› 2010, Vol. 46 ›› Issue (24): 121-123.DOI: 10.3778/j.issn.1002-8331.2010.24.036

• 网络、通信、安全 • Previous Articles     Next Articles

Network traffic prediction of improved Elman neural network

HUANG Yue   

  1. Hunan First Normal University,Changsha 410002,China
  • Received:2009-02-03 Revised:2009-04-01 Online:2010-08-21 Published:2010-08-21
  • Contact: HUANG Yue

改进型Elman网络用于网络流量预测

黄 悦   

  1. 湖南第一师范学院,长沙 410002
  • 通讯作者: 黄 悦

Abstract: In order to forecast the network traffic better,this paper establishes a new improved Elman neural network,optimizes the model with the cultural algorithm,and obtains a better fitting and the better performance of network traffic forecasting.

Key words: cultural algorithm, Elman neural network, network traffic, prediction

摘要: 为了更好地预测网络流量,提出了一种改进型Elman网络模型,并用文化算法对该模型进行了优化,获得了更佳的拟合度和预测性能。

关键词: 文化算法, Elman网络, 网络流量, 预测

CLC Number: