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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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