On fast factorization pivoting methods for sparse symmetric indefinite systems
Electronic transactions on numerical analysis, Tome 23 (2006), pp. 158-179
This paper discusses new pivoting factorization methods for solving sparse symmetric indefinite systems. As opposed to many existing pivoting methods, our Supernode-Bunch-Kaufman (SBK) pivoting method dynamically selects and pivots and may be supplemented by pivot perturbation techniques. We demonstrate $\sterling $#############$\sterling $§$\ddot $###$\copyright $§ the effectiveness and the numerical accuracy of this algorithm and also show that a high performance implementation is feasible. We will also show that symmetric maximum-weighted matching strategies add an additional level of reliability to SBK. These techniques can be seen as a complement to the alternative idea of using more complete pivoting techniques during the numerical factorization. Numerical experiments validate these conclusions.
Classification :
65F05, 65F50, 05C85
Keywords: direct solver, pivoting, sparse matrices, graph algorithms, symmetric indefinite matrix, interior point optimization
Keywords: direct solver, pivoting, sparse matrices, graph algorithms, symmetric indefinite matrix, interior point optimization
@article{ETNA_2006__23__a9,
author = {Schenk, Olaf and G\"artner, Klaus},
title = {On fast factorization pivoting methods for sparse symmetric indefinite systems},
journal = {Electronic transactions on numerical analysis},
pages = {158--179},
year = {2006},
volume = {23},
zbl = {1112.65022},
language = {en},
url = {http://geodesic.mathdoc.fr/item/ETNA_2006__23__a9/}
}
TY - JOUR AU - Schenk, Olaf AU - Gärtner, Klaus TI - On fast factorization pivoting methods for sparse symmetric indefinite systems JO - Electronic transactions on numerical analysis PY - 2006 SP - 158 EP - 179 VL - 23 UR - http://geodesic.mathdoc.fr/item/ETNA_2006__23__a9/ LA - en ID - ETNA_2006__23__a9 ER -
Schenk, Olaf; Gärtner, Klaus. On fast factorization pivoting methods for sparse symmetric indefinite systems. Electronic transactions on numerical analysis, Tome 23 (2006), pp. 158-179. http://geodesic.mathdoc.fr/item/ETNA_2006__23__a9/