Spectral element method;
Fredholm integral of second kind;
Karhunen-Loeve expansion;
STATISTICAL MOMENTS;
COMPUTATION;
STABILITY;
MEDIA;
D O I:
10.1016/j.cam.2013.08.016
中图分类号:
O29 [应用数学];
学科分类号:
070104 ;
摘要:
We consider the numerical approximation of homogeneous Fredholm integral equations of second kind, with emphasis on computing truncated Karhunen-Loeve expansions. We employ the spectral element method with Gauss-Lobatto-Legendre (GLL) collocation points. Similar to the piecewise-constant finite elements, this approach is simple to implement and does not lead to generalized discrete eigenvalue problems. Numerical experiments confirm the expected convergence rates for some classical kernels and illustrate how this approach can improve the finite element solution of partial differential equations with random input data. (C) 2013 Elsevier B.V. All rights reserved.
机构:
Univ Sci & Technol China, Sch Math Sci, Hefei 230026, Anhui, Peoples R China
Univ Pavia, Dipartimento Matemat, Via Ferrata 1, I-27100 Pavia, ItalyUniv Sci & Technol China, Sch Math Sci, Hefei 230026, Anhui, Peoples R China
Lu, Zhongjie
van der Vegt, J. J. W.
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机构:
Univ Twente, Dept Appl Math, POB 217, NL-7500 AE Enschede, NetherlandsUniv Sci & Technol China, Sch Math Sci, Hefei 230026, Anhui, Peoples R China
van der Vegt, J. J. W.
Xu, Yan
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机构:
Univ Sci & Technol China, Sch Math Sci, Hefei 230026, Anhui, Peoples R ChinaUniv Sci & Technol China, Sch Math Sci, Hefei 230026, Anhui, Peoples R China
机构:
Beijing Computat Sci Res Ctr, Beijing 100193, Peoples R China
Guizhou Normal Univ, Sch Math Sci, Guiyang 550025, Guizhou, Peoples R ChinaBeijing Computat Sci Res Ctr, Beijing 100193, Peoples R China
An, Jing
Shen, Jie
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机构:
Xiamen Univ, Fujian Prov Key Lab Math Modeling & High Performa, Xiamen 361005, Peoples R China
Xiamen Univ, Sch Math Sci, Xiamen 361005, Peoples R China
Purdue Univ, Dept Math, W Lafayette, IN 47907 USABeijing Computat Sci Res Ctr, Beijing 100193, Peoples R China
Shen, Jie
Zhang, Zhimin
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机构:
Beijing Computat Sci Res Ctr, Beijing 100193, Peoples R China
Wayne State Univ, Dept Math, Detroit, MI 48202 USABeijing Computat Sci Res Ctr, Beijing 100193, Peoples R China