| 人工神经网络及其在地震预报中的应用 |
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| 引用本文： | 李东升,黄冰树.人工神经网络及其在地震预报中的应用[J].地震,1995(4):379-390. |
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| 作者姓名： | 李东升 黄冰树 |
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| 作者单位： | 安徽省地震局
中国合肥230031(李东升，王炜)，上海材料研究所 中国上海200437(黄冰树) |
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| 摘 要： | 文概述了人工神经网络的原理和算法，利用１９８５－１９９２年全国年度趋势会商报告的资料来训练的检验神经网络。结果表明，网络经训练后具有较高的识别能力，在地震预报中有深入研究和进一步应用的价值。最后讨论了神经网络中几个重要参数的取值问题。
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| 关 键 词： | 地震预报 神经网络 参数 |
APPLICATION OF ARTIFICIAL NEURAL NETWORK TO EARTHQUAKE PREDICTION |
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| Li Dongsheng Wang Wei.APPLICATION OF ARTIFICIAL NEURAL NETWORK TO EARTHQUAKE PREDICTION[J].Earthquake,1995(4):379-390. |
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| Authors: | Li Dongsheng Wang Wei |
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| Institution: | Li Dongsheng Wang Wei(Seismological Bureau of Anhui Province)Huang Bingshu( Material Institute of Shanghai) |
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| Abstract: | The principle and method of artificial neural network are briefly summarized in this paper, and the data, which were obtained form the Annual Report for Discussion on Earthquake Tendency in China ( 1986-1992) .are used to train and evaluate the neural network. The results show that network has good quality for pattern recognition, and is suitable for earthquake prediction to a certain extent. The effect of some important parameters of the network on the behavior of the network is also discussed in detail. |
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| Keywords: | Earthquake prediction Artificial neural network Parameter |
| 本文献已被 CNKI 维普 等数据库收录！ |
