| 基于小波神经网络的混沌时间序列预测 |
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| 引用本文： | 江亚东,申江涛,杨炳儒.基于小波神经网络的混沌时间序列预测[J].计算机技术与发展,2001,11(3). |
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| 作者姓名： | 江亚东 申江涛 杨炳儒 |
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| 作者单位： | 北京科技大学信息工程学院, |
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| 摘 要： | 本文提出了一种用小波神经网络进行混沌时间序列预测的方法，并介绍了小波神经网络的基本构造和学习算法。在此基础上，通过由Logistic方程产生的混沌时间序列对该神经网络进行模拟实验，证明了该神经网络具有较好的预测效果。
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| 关 键 词： | 小波 神经网络 混沌时间序列 |
A Method of Chaotic Time Series Prediction Based on Wavelet Neural Network |
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| JIANG Ya-dong,SHEN Jiang-tao,YANG Bing-ru.A Method of Chaotic Time Series Prediction Based on Wavelet Neural Network[J].Computer Technology and Development,2001,11(3). |
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| Authors: | JIANG Ya-dong SHEN Jiang-tao YANG Bing-ru |
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| Abstract: | A method of chaotic time series prediction based on wavelet neural network is introduced on this paper. The basic structure and learning algorithm are explained and simulation experiment of chaotic time series produced by Logistic equation is proceeded which has given a good result. |
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