| 单桩竖向极限承载力预测的SVM模型 |
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| 引用本文： | 范量,韩阳,王威,师旭超. 单桩竖向极限承载力预测的SVM模型[J]. 河南科学, 2007, 25(1): 85-87 |
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| 作者姓名： | 范量 韩阳 王威 师旭超 |
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| 作者单位： | 河南工业大学,土木建筑学院,郑州,450052;河南工业大学,土木建筑学院,郑州,450052;河南工业大学,土木建筑学院,郑州,450052;河南工业大学,土木建筑学院,郑州,450052 |
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| 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,建立了基于支持向量机(SVM)的单桩竖向极限承载力预测模型.以实测数据为学习样本和测试样本,讨论了其可行性.研究表明,该方法能较好反映桩的实际受力过程,具有一定的工程应用价值。
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| 关 键 词： | 单桩 竖向极限承载力 支持向量机(SVM) 预测 |
| 文章编号： | 1004-3918（2007）01-0085-03 |
| 修稿时间： | 2006-09-19 |
A Model Based on SVM for Predicting Vertical Ultimate Bearing Capacity of Single Pile |
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| FAN Liang,HAN Yang,WANG Wei,SHI Xu-chao. A Model Based on SVM for Predicting Vertical Ultimate Bearing Capacity of Single Pile[J]. Henan Science, 2007, 25(1): 85-87 |
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| Authors: | FAN Liang HAN Yang WANG Wei SHI Xu-chao |
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| Affiliation: | School of Civil Engineering and Architecture, Henan University of Technology, Zhengzhou 450052, China |
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| 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. |
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| Keywords: | single pile vertical ultimate bearing capacity support vector machine(SVM) prediction |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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