| 神经网络在时间序列预测中的应用研究 |
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| 引用本文： | 徐鹏飞,李炜,郑华,吴建国,Wu Jianguo.神经网络在时间序列预测中的应用研究[J].电子技术,2010,47(8):5-7. |
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| 作者姓名： | 徐鹏飞 李炜 郑华 吴建国 Wu Jianguo |
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| 作者单位： | 安徽大学计算机科学与技术学院 |
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| 摘 要： | 介绍了时间序列预测的基本概念、各种模型,分析了基于神经网络的时间序列预测方法,阐述了BP神经网络基本原理,提出了一种基于BP神经网络的时间序列的预测和方法。通过应用实例的分析表明,以此方法得到BP网络应用于非线性时间序列预测是可行的,神经网络方法可以成功地用于分析预测时间序列变量。
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| 关 键 词： | 人工神经网络 时间序列预测 MATLAB |
Application of Artificial Neural Networks in Time Series Prediction |
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| Xu Pengfei,Li Wei,Li Zhi,Zheng Hua,Wu Jianguo.Application of Artificial Neural Networks in Time Series Prediction[J].Electronic Technology,2010,47(8):5-7. |
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| Authors: | Xu Pengfei Li Wei Li Zhi Zheng Hua Wu Jianguo |
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| Affiliation: | Xu Pengfei Li Wei Li Zhi Zheng Hua Wu Jianguo(College of Computer Science & Technology,Anhui University) |
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| Abstract: | The basic concept and various models of Time Series Prediction are briefly introduced,the methods for Time Series Prediction based on artificial neural network(ANN) are analyzed.In addition the basic principles of BP neural network is explained and a BP neural network based time series prediction method is proposed.Practical example analysis shows that it is feasible to use BP neural network in the prediction of nonlinear time series.Therefore,the neural network prediction can be successfully used in analyz... |
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| Keywords: | MATLAB |
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