单桩竖向极限承载力预测的支持向量机模型
首发时间:2006-07-11
摘要:在综合分析了各种单桩竖向极限承载力分析方法的基础上,提出了基于支持向量机的单桩竖向极限承载力预测方法,并在MATLAB 中编制了相应的支持向量机程序,建立了相应的单桩竖向极限承载力预测模型。以大量的实例数据为学习样本和测试样本,讨论了基于支持向量机的单桩竖向极限承载力分析方法及其可行性。研究表明,用支持向量机方法来预测单桩竖向极限承载力是可行的。
关键词: 单桩 竖向极限承载力 支持向量机(SVM) 预测
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Support vector machine model for predicting vertical ultimate bearing capacity of single pile
Abstract:Different methods for predicting vertical ultimate bearing capacity of single pile are comprehensively analyzed.The method of support vector machines is proposed for evaluating slope stability and building predicting model.Based on a large set of samples,practical effectiveness of the theory of support vector machines for predicting vertical ultimate bearing capacity of single pile is discussed.
Keywords: single pile vertical ultimate bearing capacity support vector machine (SVM) prediction
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No.7550379321152590****
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