| 人工神经网络在边坡稳定性预测中的应用 |
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| 引用本文： | 邹义怀,江成玉,李春辉.人工神经网络在边坡稳定性预测中的应用[J].矿冶,2011,20(4):38. |
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| 作者姓名： | 邹义怀 江成玉 李春辉 |
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| 作者单位： | 1. 贵州大学矿业学院,贵阳,550003
2. 云南工程建设总承包公司,昆明,650011 |
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| 摘 要： | 对人工神经网络及BP神经网络的基本知识进行了介绍,并以BP神经网络为基础建立了边坡稳定性预测的数学模型,利用MATLAB的神经网络工具箱实现了边坡稳定性的预测,通过收集到的边坡实例进行训练。结果表明,利用BP神经网络对边坡稳定性进行预测,预测结果与实际相吻合,能够满足工程需要,说明应用BP神经网络进行边坡稳定性的预测是可行的。
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| 关 键 词： | BP神经网络 边坡稳定性 MATLAB |
| 收稿时间： | 2011/4/22 0:00:00 |
APPLICATION OF ARTIFICIAL NEURAL NETWORK IN STABILITY PREDICTION OF SLOPE |
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| ZOU Yi-huai,JIANG Cheng-yu and LI Chun-hui.APPLICATION OF ARTIFICIAL NEURAL NETWORK IN STABILITY PREDICTION OF SLOPE[J].Mining & Metallurgy,2011,20(4):38. |
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| Authors: | ZOU Yi-huai JIANG Cheng-yu and LI Chun-hui |
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| Affiliation: | ZOU Yi-huai1 JIANG Cheng-yu 1 LI Chun-hui2 (1.College of Mining Guizhou University,Guiyang 550003,China,2.Yunnan General Contract of Engineering Construction Corporation,Kunming 650011,China) |
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| Abstract: | The paper describes the basic knowledge of artificial neural network and BP neural network,establishes the mathematical model of slope stability based on BP neural network,and slope stability can be forecasted by the neural network toolbox,and the slope cases of collection are trained.The results show that the forecasting result conforms to the realistic result using BP neural network and the requirements of engineering project can be satisfied,which indicates that the utilization of BP neural network in th... |
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| Keywords: | BP neural network slope stability MATLAB |
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