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Approximating inverse FEM matrices on non-uniform meshes with [Formula: see text] -matrices

We consider the approximation of the inverse of the finite element stiffness matrix in the data sparse [Formula: see text] -matrix format. For a large class of shape regular but possibly non-uniform meshes including algebraically graded meshes, we prove that the inverse of the stiffness matrix can b...

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Autores principales: Angleitner, Niklas, Faustmann, Markus, Melenk, Jens Markus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8591708/
https://www.ncbi.nlm.nih.gov/pubmed/34803176
http://dx.doi.org/10.1007/s10092-021-00413-w
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author Angleitner, Niklas
Faustmann, Markus
Melenk, Jens Markus
author_facet Angleitner, Niklas
Faustmann, Markus
Melenk, Jens Markus
author_sort Angleitner, Niklas
collection PubMed
description We consider the approximation of the inverse of the finite element stiffness matrix in the data sparse [Formula: see text] -matrix format. For a large class of shape regular but possibly non-uniform meshes including algebraically graded meshes, we prove that the inverse of the stiffness matrix can be approximated in the [Formula: see text] -matrix format at an exponential rate in the block rank. Since the storage complexity of the hierarchical matrix is logarithmic-linear and only grows linearly in the block-rank, we obtain an efficient approximation that can be used, e.g., as an approximate direct solver or preconditioner for iterative solvers.
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spelling pubmed-85917082021-11-19 Approximating inverse FEM matrices on non-uniform meshes with [Formula: see text] -matrices Angleitner, Niklas Faustmann, Markus Melenk, Jens Markus Calcolo Article We consider the approximation of the inverse of the finite element stiffness matrix in the data sparse [Formula: see text] -matrix format. For a large class of shape regular but possibly non-uniform meshes including algebraically graded meshes, we prove that the inverse of the stiffness matrix can be approximated in the [Formula: see text] -matrix format at an exponential rate in the block rank. Since the storage complexity of the hierarchical matrix is logarithmic-linear and only grows linearly in the block-rank, we obtain an efficient approximation that can be used, e.g., as an approximate direct solver or preconditioner for iterative solvers. Springer International Publishing 2021-06-30 2021 /pmc/articles/PMC8591708/ /pubmed/34803176 http://dx.doi.org/10.1007/s10092-021-00413-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Angleitner, Niklas
Faustmann, Markus
Melenk, Jens Markus
Approximating inverse FEM matrices on non-uniform meshes with [Formula: see text] -matrices
title Approximating inverse FEM matrices on non-uniform meshes with [Formula: see text] -matrices
title_full Approximating inverse FEM matrices on non-uniform meshes with [Formula: see text] -matrices
title_fullStr Approximating inverse FEM matrices on non-uniform meshes with [Formula: see text] -matrices
title_full_unstemmed Approximating inverse FEM matrices on non-uniform meshes with [Formula: see text] -matrices
title_short Approximating inverse FEM matrices on non-uniform meshes with [Formula: see text] -matrices
title_sort approximating inverse fem matrices on non-uniform meshes with [formula: see text] -matrices
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8591708/
https://www.ncbi.nlm.nih.gov/pubmed/34803176
http://dx.doi.org/10.1007/s10092-021-00413-w
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