改进BP-NN在三峡库区滑坡稳定性分析中的应用
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P642.22

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国家科技攻关重大项目(2004BA901A02);重庆市重点自然科学基金项目(2005BA7008)


Application of Revised BP -NN Method to Landslide Stability Analysis in the Three Gorges Area
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    摘要:

    运用改进的BP—NN,构建了三峡库区滑坡稳定性分析的神经网络方法,并选择30个三峡库区典型滑坡作为样本及算例,BP—NN方法同传递系数法分析结果的对比表明,本方法具有较好的可靠性。此外,本方法输入参数易得,对勘察质量和滑带土等参数依赖小,且简便易行,为三峡库区滑坡稳定性分析提供了新的途径,尤其适宜于三峡库区滑坡详勘前的稳定性预判。

    Abstract:

    Using the revised BP-NN,this paper presented the neural network method for landslide stability analysis in the Three Gorges area.By choosing 30 typical landslides in this area as examples,the stability state estimated by the revised BP-NN method is highly consistent to that by conventional transfer coefficient method.And the method presented in this paper has following advantages:the input parameters are easily obtained and this method does not deeply rely on investigation quality and shear strength parameters of slips and is a quite simple one.The BP-NN method is a new measure to stability analysis of landslides in the Three Gorges area,which is especially suitable to the stability prediction of landslides before investigation.

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叶四桥 唐红梅 石晋旭.改进BP-NN在三峡库区滑坡稳定性分析中的应用[J].土木与环境工程学报(中英文),2006,28(6):38-. YE Si - qiao, TANG Hong - mei, SHI Jin - xu,. Application of Revised BP -NN Method to Landslide Stability Analysis in the Three Gorges Area[J]. JOURNAL OF CIVIL AND ENVIRONMENTAL ENGINEERING,2006,28(6):38-.10.11835/j. issn.1674-4764.2006.06.010

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  • 收稿日期:2006-07-20
  • 最后修改日期:2006-07-20
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