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人工神经网络预测软土地基沉降
Forecast of Ground Settlement of Soft Clay Foundations Using Artificial Neural Network
【摘要】 简要介绍了高速公路软土地基的基本性质和对高速公路的主要影响,充分运用人工神经网络较强的非映射能力来预测软土地基的沉降,利用实测资料来对复杂的非线性的土工结构进行直接建模,并计算出软土地基的沉降值,获得满意的效果。结果显示,人工神经网络应用于软土地基沉降的前景是非常广阔的。
【Abstract】 This paper briefly introduce the property of soft clay foundations and effect soft clay foundations to expressway.This paper adequately handles strong off-mapping capability of ANN to forecasting ground settlement of soft clay foundations,and calculates settlement of soft clay foundations,the result is satisfied.So ANN forecasting ground settlement of soft clay foundations has wide application foreground
【关键词】 高速公路;
软土地基;
神经网络;
BP网络;
【Key words】 expressway; soft clay foundations; artificial neural network; back propagation neural network;
【Key words】 expressway; soft clay foundations; artificial neural network; back propagation neural network;
- 【文献出处】 电脑开发与应用 ,Computer Development & Applications , 编辑部邮箱 ,2007年07期
- 【分类号】U416.1
- 【被引频次】1
- 【下载频次】88