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Robust Multilevel Preconditioners for Second Order Elliptic Equations and Systems of Equations

Robust multilevel preconditioners for second order elliptic equations and systems of equations
Authors: Axelsson, O.; Laayouni, L.; Margenov, Svetozar;

Robust Multilevel Preconditioners for Second Order Elliptic Equations and Systems of Equations

Abstract

Summary: Preconditioners based on various multilevel extensions of two-level finite element methods lead to iterative methods which have an optimal order computational complexity with respect to the size (or discretization parameter) of the system. The methods can be on block matrix factorized form, recursively extended via certain matrix polynomial approximations of the arising Schur complement matrices or on additive, i.e., block diagonal form using stabilizations of the condition number at certain levels. The resulting spectral equivalence holds uniformly with respect to jumps in the coefficients of the differential operator and for arbitrary triangulations. An important part of the algorithm is the treatment of the systems with the diagonal block matrix, which arises on each finer level in a recursive refinement method and corresponds to the added degrees of freedom on that level. This block is well-conditioned for model type problems but becomes increasingly ill-conditioned when the coefficient matrix becomes more anisotropic or, equivalently, when the mesh aspect ratio increases. In the paper some methods are presented to approximate this matrix also leading to a preconditioner with spectral equivalence bounds which hold uniformly with respect to both the problem and discretization parameters. The same holds therefore also for the preconditioner to the global matrix. Such uniform bounds have not been achieved by other methods.

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Bulgaria
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Keywords

arising Schur complement, Iterative numerical methods for linear systems, recursive refinement method, Multigrid methods; domain decomposition for boundary value problems involving PDEs, computational complexity, Numerical computation of matrix norms, conditioning, scaling, частни диференциални уравнения и системи, йерархичен базис, partial differential equations and systems, Finite element, Rayleigh-Ritz and Galerkin methods for boundary value problems involving PDEs, многостепенни предусловия, равномерни граници, , optimal order preconditioners, hierarchical basis, предусловия за оптимален ред, Boundary value problems for second-order elliptic equations, uniform bounds, second-order elliptic equations, finite element methods, optimal order preconditioners, multilevel preconditioners, condition number

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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