GENERALIZED BLOCK-TRIDIAGONAL MATRIX ORDERINGS FOR PARALLEL COMPUTATION IN-PROCESS FLOWSHEETING

Citation
Ab. Coon et Ma. Stadtherr, GENERALIZED BLOCK-TRIDIAGONAL MATRIX ORDERINGS FOR PARALLEL COMPUTATION IN-PROCESS FLOWSHEETING, Computers & chemical engineering, 19(6-7), 1995, pp. 787-805
Citations number
25
Categorie Soggetti
Computer Application, Chemistry & Engineering","Engineering, Chemical","Computer Science Interdisciplinary Applications
ISSN journal
00981354
Volume
19
Issue
6-7
Year of publication
1995
Pages
787 - 805
Database
ISI
SICI code
0098-1354(1995)19:6-7<787:GBMOFP>2.0.ZU;2-W
Abstract
A new graph partitioning algorithm for use on structurally unsymmetric systems is presented. Unlike other partitioning algorithms that have been used to provide reorderings for structurally symmetric matrices, this algorithm employs a bipartite graph model, and hence, can be used to consider unsymmetric permutations of structurally unsymmetric matr ices. It is shown that the algorithm can be used in identifying coarse -granular, balanced tasks in the direct solution of flowsheeting matri ces by parallel techniques based on generalized block-tridiagonal and nested-block-tridiagonal matrix structures. It is also shown that such reorderings can be obtained inexpensively, in worst-case running time s that increase linearly with the order of the matrix.