Performance of preconditioned iterative and multigrid solvers in solving the three-dimensional magnetotelluric modeling problem using the staggered finite-difference method: a comparative study
Li, Gang1,2; Zhang, Lili2; Hao, Tianyao2
刊名JOURNAL OF GEOPHYSICS AND ENGINEERING
2016-02-01
卷号13期号:1页码:1-10
关键词magnetotellurics staggered finite-difference method three-dimensional modeling preconditioned iterative solvers multigrid solver divergence correction
DOI10.1088/1742-2132/13/1/1
文献子类Article
英文摘要An effective solver for the large complex system of linear equations is critical for improving the accuracy of numerical solutions in three-dimensional (3D) magnetotelluric (MT) modeling using the staggered finite-difference (SFD) method. In electromagnetic modeling, the formed system of linear equations is commonly solved using preconditioned iterative relaxation methods. We present 3D MT modeling using the SFD method, based on former work. The multigrid solver and three solvers preconditioned by incomplete Cholesky decomposition the minimum residual method, the generalized product bi-conjugate gradient method and the bi-conjugate gradient stabilized method-are used to solve the formed system of linear equations. Divergence correction for the magnetic field is applied. We also present a comparison of the stability and convergence of these iterative solvers if divergence correction is used. Model tests show that divergence correction improves the convergence of iterative solvers and the accuracy of numerical results. Divergence correction can also decrease the number of iterations for fast convergence without changing the stability of linear solvers. For consideration of the computation time and memory requirements, the multigrid solver combined with divergence correction is preferred for 3D MT field simulation.
WOS关键词3-D ELECTROMAGNETIC-FIELDS ; FREQUENCY-DOMAIN ; LINEAR-SYSTEMS ; INVERSION ; EQUATIONS ; ACCURACY ; CSEM
WOS研究方向Geochemistry & Geophysics
语种英语
WOS记录号WOS:000372200000001
资助机构National Natural Science Foundation of China(41130420 ; National Natural Science Foundation of China(41130420 ; National Major Project of China(2011ZX05008-006-30) ; National Major Project of China(2011ZX05008-006-30) ; 41174091) ; 41174091) ; National Natural Science Foundation of China(41130420 ; National Natural Science Foundation of China(41130420 ; National Major Project of China(2011ZX05008-006-30) ; National Major Project of China(2011ZX05008-006-30) ; 41174091) ; 41174091)
内容类型期刊论文
源URL[http://ir.iggcas.ac.cn/handle/132A11/62027]  
专题地质与地球物理研究所_中国科学院油气资源研究重点实验室
作者单位1.Ocean Univ China, Minist Educ, Key Lab Submarine Geosci & Prospecting Technol, Qingdao 266100, Peoples R China
2.Chinese Acad Sci, Inst Geol & Geophys, Key Lab Petr Resources Res, Beijing 100029, Peoples R China
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Li, Gang,Zhang, Lili,Hao, Tianyao. Performance of preconditioned iterative and multigrid solvers in solving the three-dimensional magnetotelluric modeling problem using the staggered finite-difference method: a comparative study[J]. JOURNAL OF GEOPHYSICS AND ENGINEERING,2016,13(1):1-10.
APA Li, Gang,Zhang, Lili,&Hao, Tianyao.(2016).Performance of preconditioned iterative and multigrid solvers in solving the three-dimensional magnetotelluric modeling problem using the staggered finite-difference method: a comparative study.JOURNAL OF GEOPHYSICS AND ENGINEERING,13(1),1-10.
MLA Li, Gang,et al."Performance of preconditioned iterative and multigrid solvers in solving the three-dimensional magnetotelluric modeling problem using the staggered finite-difference method: a comparative study".JOURNAL OF GEOPHYSICS AND ENGINEERING 13.1(2016):1-10.
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