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人工神经元BP网络在股市预测方面的应用 被引量:13

Stock Market Prediction with BP Networks
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摘要 介绍了人工神经元网络在经济领域的应用 ,主要探讨BerndFreisleben的研究方法 ,即利用神经BP网络对股票市场股价走势进行预测的方法 ,重点对利用各种不同网络结构和网络参数所得预测结果进行分析。 In this paper the performance of back propagation neural networks applied to the problem of predicting stock market prices is evaluated. In contrast to previous investigations, the training data used in our experiments is not exclusively based on stock market prices, but also incorporates a variety of other economical factors. By the analysis of different network architectures, the best prediction is chosen.
出处 《控制工程》 CSCD 2002年第3期48-50,57,共4页 Control Engineering of China
关键词 BP网络 股市预测 人工神经元网络 股票价格 neural networks back propagation network stock market prediction
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参考文献8

  • 1Bernd Freisleben. Stock Market Prediction with Backprogagation Networks 604[C]. IEAAIES'92,1992.
  • 2S.Dutta,S.Shekkar. Bond Rating:A Non-conservative Application of Neural Networks[C]. International Joint Conference on Neural Networks, 1988.
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  • 6Sarda and R.B.Patil.Neural Networks as Forecasting Experts:An empirical Test[C]. International Joint Conference on Neural Networks.Washington.D.C,1990.
  • 7袁国良,李明亮.2001年宏观经济走势及其对证券市场的影响[J].上海投资,2001(3):25-30. 被引量:1
  • 8汪镭,周国兴,吴启迪.人工神经网络理论在控制领域中的应用综述[J].同济大学学报(自然科学版),2001,29(3):357-361. 被引量:35

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