A graph theoretical interpretation of nonsymmetric permutation on sparse matrices
✍ Scribed by A. L. Sangiovanni-Vincentelli
- Publisher
- John Wiley and Sons
- Year
- 1977
- Tongue
- English
- Weight
- 556 KB
- Volume
- 5
- Category
- Article
- ISSN
- 0098-9886
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✦ Synopsis
Abstract
In the tableau approach to large‐electrical‐network analysis, as well as in structure analysis, the finite‐element method, linear programming etc., a very sparse linear algebraic set of equations Ax = b has to be solved repeatedly. To efficiently solve the system via Gaussian elimination, an optimization problem has to be faced: the selection of a pivot strategy to maintain the sparsity of the matrix A. It is possible also to follow a different strategy to fully exploit the sparsity of A, i.e. to transform A into an equivalent but more convenient form. Both of these problems have been studied and partially solved by means of directed graphs associated with A when symmetric permutations on A are allowed.
In this paper, a graph theoretical interpretation has been given to nonsymmetric permutations on A, which can be considered a fundamental step towards the solution of the above‐mentioned optimization problems. This interpretation is obtained through decomposition theorems on nonsymmetric permutations, correspondence theorems between column (row) permutations and topological operations on a directed graph representing A.
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