| Back-propagation Network在巷道围岩稳定性识别中的应用 |
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| 引用本文： | 潘建平 饶运章 徐水太. Back-propagation Network在巷道围岩稳定性识别中的应用[J]. 南方冶金学院学报, 2004, 25(1): 16-19 |
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| 作者姓名： | 潘建平 饶运章 徐水太 |
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| 作者单位： | 南方冶金学院环境与建筑工程学院,江西赣州341000 |
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| 摘 要： | 提出了以Back-Propagation Network(简称BP网络)进行围岩稳定性识别的模型，并根据收集到的煤矿围岩资料来训练和检验该模型。将评判结果与其它方法进行了比较，表明：BP网络经训练后具有较高的识别能力，可用于解决工程中的非线性问题。
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| 关 键 词： | 围岩稳定性 BP网络 识别 |
| 文章编号： | 1007-1229(2004)01-0016-04 |
| 修稿时间： | 2003-05-28 |
The Application of Back-propagation Network to Surrounding Rock Classification in Tunnels |
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| PAN Jian-ping,RAO Yun-zhang,XU Shui-tai. The Application of Back-propagation Network to Surrounding Rock Classification in Tunnels[J]. Journal of Southern Institute of Metallurgy, 2004, 25(1): 16-19 |
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| Authors: | PAN Jian-ping RAO Yun-zhang XU Shui-tai |
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| Abstract: | An evaluating model of surrounding rock stability classification in tunnels is presented in BP network. The data obtained from tunnels of coal mine are used to train and evaluate and achieve good quality for pattern recognition.The result is useful to solve non-linear problems in engineerings. |
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| Keywords: | surrounding rock stability classification BP neural network identification |
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