| 变形监测数据的RBF神经网络预测方法 |
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| 引用本文： | 陈海涛,王国辉.变形监测数据的RBF神经网络预测方法[J].测绘信息与工程,2009,34(4):17-18. |
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| 作者姓名： | 陈海涛 王国辉 |
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| 作者单位： | 广东工业大学建设学院,广州市大学城外环西路100号,510006 |
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| 摘 要： | 研究了RBF神经网络的变形预测模型及其训练准则和算法，分析了基于RBF神经网络和BP网络的盾构施工变形预测结果，得出了很好的预测效果。
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| 关 键 词： | 变形监测 RBF神经网络 BP网络 变形预测 |
PREDICTION METHOD OF RBF NEURAL NETWORK FOR DEFORMATION MONITORING |
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| CHEN Haitao,WANG Guohui.PREDICTION METHOD OF RBF NEURAL NETWORK FOR DEFORMATION MONITORING[J].Journal of Geomatics,2009,34(4):17-18. |
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| Authors: | CHEN Haitao WANG Guohui |
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| Institution: | CHEN Haitao WANG Guohui(Faculty of Construction,Guangdong University of Technology,100 West Waihuan Road,Guangzhou 510006,China) |
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| Abstract: | We stutied the RBF neural network model and its training rule and algorithm based on the analysis of the RBF neural network and BP network tunnel borer deformation forecast results.We draw conclusions that RBF neural network used to deformation data processing can be very good. |
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| Keywords: | deformation monitoring BP network RBF artificial neural network deformation prediction |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
