A direct solver with reutilization of LU factorizations for h-adaptive finite element grids with point singularities
This paper describes a direct solver algorithm for a sequence of finite element meshes that are h-refined towards one or several point singularities. For such a sequence of grids, the solver delivers linear computational cost O(N) in terms of CPU time and memory with respect to the number of unknown...
| Main Authors: | , , |
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| Format: | Journal Article |
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Pergamon Press
2013
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| Online Access: | http://hdl.handle.net/20.500.11937/51330 |
| _version_ | 1848758670218756096 |
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| author | Paszynski, M. Pardo, D. Calo, Victor |
| author_facet | Paszynski, M. Pardo, D. Calo, Victor |
| author_sort | Paszynski, M. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | This paper describes a direct solver algorithm for a sequence of finite element meshes that are h-refined towards one or several point singularities. For such a sequence of grids, the solver delivers linear computational cost O(N) in terms of CPU time and memory with respect to the number of unknowns N. The linear computational cost is achieved by utilizing the recursive structure provided by the sequence of h-adaptive grids with a special construction of the elimination tree that allows for reutilization of previously computed partial LU (or Cholesky) factorizations over the entire unrefined part of the computational mesh. The reutilization technique reduces the computational cost of the entire sequence of h-refined grids from O(N2) down to O(N). Theoretical estimates are illustrated with numerical results on two- and three-dimensional model problems exhibiting one or several point singularities. © 2013 Elsevier Ltd. All rights reserved. |
| first_indexed | 2025-11-14T09:47:40Z |
| format | Journal Article |
| id | curtin-20.500.11937-51330 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T09:47:40Z |
| publishDate | 2013 |
| publisher | Pergamon Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-513302017-09-13T15:35:58Z A direct solver with reutilization of LU factorizations for h-adaptive finite element grids with point singularities Paszynski, M. Pardo, D. Calo, Victor This paper describes a direct solver algorithm for a sequence of finite element meshes that are h-refined towards one or several point singularities. For such a sequence of grids, the solver delivers linear computational cost O(N) in terms of CPU time and memory with respect to the number of unknowns N. The linear computational cost is achieved by utilizing the recursive structure provided by the sequence of h-adaptive grids with a special construction of the elimination tree that allows for reutilization of previously computed partial LU (or Cholesky) factorizations over the entire unrefined part of the computational mesh. The reutilization technique reduces the computational cost of the entire sequence of h-refined grids from O(N2) down to O(N). Theoretical estimates are illustrated with numerical results on two- and three-dimensional model problems exhibiting one or several point singularities. © 2013 Elsevier Ltd. All rights reserved. 2013 Journal Article http://hdl.handle.net/20.500.11937/51330 10.1016/j.camwa.2013.02.006 Pergamon Press unknown |
| spellingShingle | Paszynski, M. Pardo, D. Calo, Victor A direct solver with reutilization of LU factorizations for h-adaptive finite element grids with point singularities |
| title | A direct solver with reutilization of LU factorizations for h-adaptive finite element grids with point singularities |
| title_full | A direct solver with reutilization of LU factorizations for h-adaptive finite element grids with point singularities |
| title_fullStr | A direct solver with reutilization of LU factorizations for h-adaptive finite element grids with point singularities |
| title_full_unstemmed | A direct solver with reutilization of LU factorizations for h-adaptive finite element grids with point singularities |
| title_short | A direct solver with reutilization of LU factorizations for h-adaptive finite element grids with point singularities |
| title_sort | direct solver with reutilization of lu factorizations for h-adaptive finite element grids with point singularities |
| url | http://hdl.handle.net/20.500.11937/51330 |