Multigrid based preconditioners for the numerical solution of two-dimensional heterogeneous problems in geophysics
نویسندگان
چکیده
We study methods for the numerical solution of the Helmholtz equation for twodimensional applications in geophysics. The common framework of the iterative methods in our study is a combination of an inner iteration with a geometric multigrid method used as a preconditioner and an outer iteration with a Krylov subspace method. The preconditioning system is based on either a pure or shifted Helmholtz operator. A multigrid iteration is used to approximate the inverse of this operator. The proposed solution methods are evaluated on a complex benchmark in geophysics involving highly variable coefficients and high wavenumbers. We compare this preconditioned iterative method with a direct method and a hybrid method that combines our iterative approach with a direct method on a reduced problem. We see that the hybrid method outperforms both the iterative and the direct approach.
منابع مشابه
Multigrid based preconditioners for the numerical solution of two-dimensional heterogeneous problems in geophysics
This article maybe used for research, teaching and private study purposes. Any substantial or systematic reproduction, redistribution , reselling , loan or sub-licensing, systematic supply or distribution in any form to anyone is expressly forbidden. The publisher does not give any warranty express or implied or make any representation that the contents will be complete or accurate or up to dat...
متن کاملAn improved two-grid preconditioner for the solution of three-dimensional Helmholtz problems in heterogeneous media
In this paper we address the solution of three-dimensional heterogeneous Helmholtz problems discretized with second-order finite difference methods with application to acoustic waveform inversion in geophysics. In this setting, the numerical simulation of wave propagation phenomena requires the approximate solution of possibly very large indefinite linear systems of equations. For that purpose,...
متن کاملA new conforming mesh generator for three-dimensional discrete fracture networks
Nowadays, numerical modelings play a key role in analyzing hydraulic problems in fractured rock media. The discrete fracture network model is one of the most used numerical models to simulate the geometrical structure of a rock-mass. In such media, discontinuities are considered as discrete paths for fluid flow through the rock-mass while its matrix is assumed impermeable. There are two main pa...
متن کاملMultigrid Preconditioners for Bi-cgstab for the Sparse-grid Solution of High-dimensional Anisotropic Diffusion Equation
Robust and efficient solution techniques are developed for high-dimensional parabolic partial differential equations (PDEs). Presented is a solver based on the Krylov subspace method Bi-CGSTAB preconditioned with d-multigrid. Developing the perfect multigrid method, as a stand-alone solver for a single problem discretized on a particular grid, often requires a lot of optimal tuning and expert i...
متن کاملA multigrid-based shifted Laplacian preconditioner for a fourth-order Helmholtz discretization
In this paper, an iterative solution method for a fourth-order accurate discretization of the Helmholtz equation is presented. The method is a generalization of that presented in [10], where multigrid was employed as a preconditioner for a Krylov subspace iterative method. This multigrid preconditioner is based on the solution of a second Helmholtz operator with a complexvalued shift. In partic...
متن کامل