Efficient parallel processing technique for inverting matrices with random sparsity
作者:
R.Betancourt,
期刊:
IEE Proceedings E (Computers and Digital Techniques)
(IET Available online 1986)
卷期:
Volume 133,
issue 4
页码: 235-240
年代: 1986
DOI:10.1049/ip-e.1986.0029
出版商: IEE
数据来源: IET
摘要:
Algorithms for ordering a sparse matrixAfor parallel triangular factorisation and for obtaining the parallel inverse ofAare given. The heuristic ordering method is based on graph manipulations. It attempts to minimise the completion time of parallel triangular factorisation while preserving the sparsity of the matrix. The inversion method proposed is based on the triangular factors ofA. The task of obtaining the ‘sparse inverse’ofAis represented by a directed acyclic graph. The algorithm and the graph for the full inversion ofAare also given. Claims are substantiated by experiments using test data from several electric networks.
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