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Dynamic Programming Algorithm for Generation of Optimal Elimination Trees for Multi-frontal Direct Solver Over H-refined Grids.

Authors :
AbouEisha, Hassan
Moshkov, Mikhail
Calo, Victor
Paszynski, Maciej
Goik, Damian
Jopek, Konrad
Source :
Procedia Computer Science; Mar2014, Vol. 29, p947-959, 13p
Publication Year :
2014

Abstract

Abstract: In this paper we present a dynamic programming algorithm for finding optimal elimination trees for computational grids refined towards point or edge singularities. The elimination tree is utilized to guide the multi-frontal direct solver algorithm. Thus, the criterion for the optimization of the elimination tree is the computational cost associated with the multi-frontal solver algorithm executed over such tree. We illustrate the paper with several examples of optimal trees found for grids with point, isotropic edge and anisotropic edge mixed with point singularity. We show the comparison of the execution time of the multi-frontal solver algorithm with results of MUMPS solver with METIS library, implementing the nested dissection algorithm. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
18770509
Volume :
29
Database :
Supplemental Index
Journal :
Procedia Computer Science
Publication Type :
Academic Journal
Accession number :
96450101
Full Text :
https://doi.org/10.1016/j.procs.2014.05.085