| 基于BP人工神经网络的滑坡预测分析 |
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| 引用本文： | 刘娇玲,肖盛燮.基于BP人工神经网络的滑坡预测分析[J].西部交通科技,2012(1):12-14,36. |
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| 作者姓名： | 刘娇玲 肖盛燮 |
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| 作者单位： | 重庆交通大学防灾减灾工程研究所,重庆,400074 |
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| 基金项目： | 国家自然科学基金项目《基于灾变链式理论的多种灾害演化规律探索》（50879097） |
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| 摘 要： | 文章以汶川地震引发的滑坡为研究对象,以震中距、地震烈度、坡度、前缘高程、坡高和岩性等影响坡体稳定性的因素为切入点,利用BP人工神经网络对实际坡体的稳定性进行了预测分析。结果表明,BP人工神经网络方法能有效预测坡体的稳定情况。
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| 关 键 词： | BP人工神经网络 坡体稳定性 预测 分析 |
The Forecasting Analysis of Slope Stability Based on BP Artificial Neural Network |
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| LIU Jiao-ling,XIAO Sheng-xie.The Forecasting Analysis of Slope Stability Based on BP Artificial Neural Network[J].Western China Communication Science & Technology,2012(1):12-14,36. |
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| Authors: | LIU Jiao-ling XIAO Sheng-xie |
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| Institution: | (Research Institute of Disaster Prevention and Reduction,Chongqing Jiaotong University,Chongqing,400074) |
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| Abstract: | Taking the slope sliding caused by Wenchuan earthquake as study object,the arti-cle uses BP artificial neural network to perform forecasting analysis on the stability of slope from epicentral distance,earthquake intensity,gradient,front elevation,slope height,lithol-ogical characters and other factors.The result shows that BP artificial neural network is able to predict the stability of the slop efficiently. |
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| Keywords: | BP artificial neural network Slope stability Forecast Analysis |
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