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A Parallel Multistage ILU Factorization Based on a Hierarchical Graph Decomposition

SIAM J. Sci. Comput. Volume 28, Issue 6, pp. 2266-2293 (January 2006)

Published December 18, 2006
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PHIDAL (parallel hierarchical interface decomposition algorithm) is a parallel incomplete factorization method which exploits a hierarchical interface decomposition of the adjacency graph of the coefficient matrix. The idea of the decomposition is similar to that of the well-known wirebasket techniques used in domain decomposition. However, the method is devised for general, irregularly structured, sparse linear systems. This paper describes a few algorithms for obtaining good quality hierarchical graph decompositions and discusses the parallel implementation of the factorization procedure. Numerical experiments are reported to illustrate the scalability of the algorithm and its effectiveness as a general purpose parallel linear system solver.

©2006 Society for Industrial and Applied Mathematics
History: Received May 14, 2004; accepted June 14, 2006; published December 18, 2006
Permalink: http://dx.doi.org/10.1137/040608258

PUBLICATION DATA

ISSN:
1064-8275 (print)   1095-7197 (online)
Publisher:
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