| 模糊模式识别神经网络预测模型及其应用 |
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| 引用本文： | 邱林,陈守煜.模糊模式识别神经网络预测模型及其应用[J].水科学进展,1998,9(3):258-264. |
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| 作者姓名： | 邱林 陈守煜 |
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| 作者单位： | 1.华北水利水电学院 郑州450045; |
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| 摘 要： | 提出了模糊模式识别神经网络预测模型,开辟了神经网络拓朴结构建模的新思路。模型的激励函数采用了模糊模式识别模型。最后给出中长期水文预测的应用实例。
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| 关 键 词： | 模糊模式识别 神经网络 激励函数 预测模型 |
| 收稿时间： | 1998-02-12 |
A Forecast Model of Fuzzy Recognition Neural Networks and Its Application |
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| Qiu Lin,Chen Souyu,Nie Xiangtian.A Forecast Model of Fuzzy Recognition Neural Networks and Its Application[J].Advances in Water Science,1998,9(3):258-264. |
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| Authors: | Qiu Lin Chen Souyu Nie Xiangtian |
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| Institution: | 1.North China of Water Conservancy and Hydroelectric power, Zhengzhou 450045;2.Dalian University of Science and Thechnology, Dalian 116024 |
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| Abstract: | A forecast model of fuzzy pattern recognition with neural network is developmed in this paper. This makes a break through to the topologic structure of neural network. The Fuzzy Pattern Recognition Model developed by Chen Shouyu is used as the stitulation function of hidden nodes. On the basis of Error Back Propagation Algorithm(BP Algorithm),the model learning method is developed. An middle-and-long term runoff forecast example is given at last. |
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| Keywords: | fuzzy pattern recognition model neural network stimulation function forecast model |
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