Title of article
Multigrid methods for anisotropic BTTB systems
Author/Authors
Rainer Fischer and Stefan Schillberg ، نويسنده , , Thomas Huckle، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2006
Pages
21
From page
314
To page
334
Abstract
Multigrid methods are highly efficient solution techniques for large sparse multilevel Toeplitz systems which are positive definite and ill-conditioned. In this paper, we develop multigrid methods which are especially designed for anisotropic two-level Toeplitz (BTTB) matrices. First, a method is described for systems with anisotropy along coordinate axes as a suitable combination of semicoarsening and full coarsening steps. Although the basic idea is known from the solution of partial differential equations, we present it here in a more formal way using generating functions and their level curves. This enables us not only to prove the optimal convergence of the two-grid method, but also to carry over the results to systems with anisotropy in other directions. We introduce new coordinates in order to describe these more complicated systems in terms of generating functions. This enables us to solve them with the same efficiency. For the two-level method, we present a convergence proof in this more general case.
Keywords
Multilevel Toeplitz , Multigrid methods , Preconditioners , Iterative methods
Journal title
Linear Algebra and its Applications
Serial Year
2006
Journal title
Linear Algebra and its Applications
Record number
825252
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