Renumbering strategies based on multi-level techniques combined with ILU-decompositions
Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki, Tome 37 (1997) no. 11, pp. 1294-1300
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In this paper we present an incomplete factorization technique which uses a renumbering of the unknowns, based on a sequence of grids as in multi-grid. For many problems discretised on structured grids, we obtain almost grid-independent convergence when this factorization is combined with some conjugate gradient-like method. Also, a similar preconditioning technique is described which can be used for matrices with arbitrary sparsity patterns as those arising from finite element methods on unstructured grids. During the factorization we use a reordering to guarantee that the diagonal blocks to be inverted remain strongly diagonally dominant. This makes it possible to approximate the needed inverses by only a diagonal matrix, leading to more potential parallelism. The method is demonstrated for a number of test problems and compared to some standard methods.
@article{ZVMMF_1997_37_11_a1,
author = {E. F. F. Botta and A. van der Ploeg},
title = {Renumbering strategies based on multi-level techniques combined with {ILU-decompositions}},
journal = {\v{Z}urnal vy\v{c}islitelʹnoj matematiki i matemati\v{c}eskoj fiziki},
pages = {1294--1300},
publisher = {mathdoc},
volume = {37},
number = {11},
year = {1997},
language = {en},
url = {http://geodesic.mathdoc.fr/item/ZVMMF_1997_37_11_a1/}
}
TY - JOUR AU - E. F. F. Botta AU - A. van der Ploeg TI - Renumbering strategies based on multi-level techniques combined with ILU-decompositions JO - Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki PY - 1997 SP - 1294 EP - 1300 VL - 37 IS - 11 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/ZVMMF_1997_37_11_a1/ LA - en ID - ZVMMF_1997_37_11_a1 ER -
%0 Journal Article %A E. F. F. Botta %A A. van der Ploeg %T Renumbering strategies based on multi-level techniques combined with ILU-decompositions %J Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki %D 1997 %P 1294-1300 %V 37 %N 11 %I mathdoc %U http://geodesic.mathdoc.fr/item/ZVMMF_1997_37_11_a1/ %G en %F ZVMMF_1997_37_11_a1
E. F. F. Botta; A. van der Ploeg. Renumbering strategies based on multi-level techniques combined with ILU-decompositions. Žurnal vyčislitelʹnoj matematiki i matematičeskoj fiziki, Tome 37 (1997) no. 11, pp. 1294-1300. http://geodesic.mathdoc.fr/item/ZVMMF_1997_37_11_a1/