A piecewise constant level set method for elliptic inverse problems

被引:37
|
作者
Tai, Xue-Cheng [1 ]
Li, Hongwei
机构
[1] Univ Bergen, Dept Math, N-5007 Bergen, Norway
[2] Univ Bergen, Ctr Integrated Petr Res, Bergen, Norway
关键词
inverse problem; level set method; piecewise constant; operator splitting;
D O I
10.1016/j.apnum.2006.07.010
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We apply a piecewise constant level set method to elliptic inverse problems. The discontinuity of the coefficients is represented implicitly by a piecewise constant level set function, which allows to use one level set function to represent multiple phases. The inverse problem is solved using a variational penalization method with the total variation regularization of the coefficients. An operator splitting scheme is used to get efficient and robust numerical schemes for solving the obtained problem. Numerical experiments show that the method can recover coefficients with rather complicated geometry of discontinuities under a moderate amount of noise in the observation data. (c) 2006 IMACS. Published by Elsevier B.V. All rights reserved.
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页码:686 / 696
页数:11
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