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| 引用本文： | 李潇,徐进军.??????????????????????????е????[J].大地测量与地球动力学,2009,29(2):118-120. |
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| 作者姓名： | 李潇 徐进军 |
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| 作者单位： | 1. 九江学院土木工程与城市建设学院,九江,332005
2. 武汉大学测绘学院,武汉,430079 |
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| 摘 要： | ???????????????????????и?????????С???????????????????????????????LS??SVM?????????????????????????????????????????????????????????????μ???LS??SVM??????????????γ??????LS??SVM??????????????д???????????????????Ч????
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| 关 键 词： | ??С????????????? ??????? ?????? ??????? ?????? |
APPLICATION OF DYNAMIC ROBUST SUPPORT VECTOR MACHINE TO PREDICTION OF DAM DEFORMATION |
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| Li Xiao,Xu Jinjun.APPLICATION OF DYNAMIC ROBUST SUPPORT VECTOR MACHINE TO PREDICTION OF DAM DEFORMATION[J].Journal of Geodesy and Geodynamics,2009,29(2):118-120. |
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| Authors: | Li Xiao Xu Jinjun |
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| Abstract: | In view of the deficiencies of support vector machine(SVM),it has been improved in two aspects.On the one hand,the paper presents a robust LS-SVM model and its accuracy and reliability are verified through the simulation test.On the other hand,with respects of the nature of mathematics of SVM,a new dynamic LS-SVM method is proposed.Finally,the dynamic robust LS-SVM model is formed based on the combination of the dynamic LS-SVM and the robust LS-SVM,and applied to the prediction of dam deformation,which has ... |
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| Keywords: | Least Square Support Vector Machine robust estimation dynamic prediction simulation test dams' deformation |
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