SYMMETRICAL QUASIDEFINITE MATRICES

Authors
Citation
Rj. Vanderbei, SYMMETRICAL QUASIDEFINITE MATRICES, SIAM journal on optimization, 5(1), 1995, pp. 100-113
Citations number
24
Categorie Soggetti
Mathematics,Mathematics
ISSN journal
10526234
Volume
5
Issue
1
Year of publication
1995
Pages
100 - 113
Database
ISI
SICI code
1052-6234(1995)5:1<100:SQM>2.0.ZU;2-O
Abstract
It is stated here that a symmetric matrix K is quasidefinite if it has the form [GRAPHICS], where E and F are symmetric positive definite ma trices. Although such matrices are indefinite, it is shown that any sy mmetric permutation of a quasidefinite matrix yields a factorization L DL(T). This result is applied to obtain a new approach for solving the symmetric indefinite systems arising in interior-point methods for li near and quadratic programming. These systems are typically solved eit her by reducing to a positive definite system or by performing a Bunch -Parlett factorization of the full indefinite system at every iteratio n. This is an intermediate approach based on reducing to a quasidefini te system. This approach entails less fill-in than further reducing to a positive definite system, but is based on a static ordering and is therefore more efficient than performing Bunch-Parlett factorizations of the original indefinite system.