Ordering symmetric sparse matrices for small profile and wavefront

Citation
Jk. Reid et Ja. Scott, Ordering symmetric sparse matrices for small profile and wavefront, INT J NUM M, 45(12), 1999, pp. 1737-1755
Citations number
19
Categorie Soggetti
Engineering Mathematics
Journal title
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
ISSN journal
00295981 → ACNP
Volume
45
Issue
12
Year of publication
1999
Pages
1737 - 1755
Database
ISI
SICI code
0029-5981(19990830)45:12<1737:OSSMFS>2.0.ZU;2-O
Abstract
The ordering of large sparse symmetric matrices for small profile and wavef ront or for small bandwidth is important for the efficiency of frontal and variable-band solvers. In this paper, we look at the computation of pseudop eripheral nodes and compare the effectiveness of using an algorithm based o n level-set structures with using the spectral method as the basis of the R everse Cuthill-McKee algorithm for bandwidth reduction. We also consider a number of ways of improving the performance and efficiency of Sloan's algor ithm for profile and wavefront reduction, including the use of different we ights, the use of super-variables, and implementing the priority queue as a binary heap. We also examine the use of the spectral ordering in combinati on with Sloan's algorithm. The design of software to implement the reverse Cuthill-McKee algorithm and a modified Sloan's algorithm is discussed. Exte nsive numerical experiments that justify our choice of algorithm are report ed on. Copyright (C) 1999 John Wiley & Sons, Ltd.