We solve the problem of minimizing the distance from a given matrix to the set of symmetric and diagonally dominant matrices. First, we characterize the projection onto the cone of diagonally dominant matrices with positive diagonal, and then we apply Dykstra's alternating projection algorithm on th
Integer Matrix Diagonalization
β Scribed by GEORGE HAVAS; BOHDAN S. MAJEWSKI
- Publisher
- Elsevier Science
- Year
- 1997
- Tongue
- English
- Weight
- 353 KB
- Volume
- 24
- Category
- Article
- ISSN
- 0747-7171
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β¦ Synopsis
We consider algorithms for computing the Smith normal form of integer matrices. A variety of different strategies have been proposed, primarily aimed at avoiding the major obstacle that occurs in such computations-explosive growth in size of intermediate entries. We present a new algorithm with excellent performance.
We investigate the complexity of such computations, indicating relationships with NP-complete problems. We also describe new heuristics which perform well in practice. We present experimental evidence which shows our algorithm outperforming previous methods.
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