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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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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. |
format | Online Article Text |
id | pubmed-8591708 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
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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