DocumentCode
2736971
Title
On computing the determinant and Smith form of an integer matrix
Author
Eberly, Wayne ; Giesbrecht, Mark ; Villard, Gilles
Author_Institution
Dept. of Comput. Sci., Calgary Univ., Alta., Canada
fYear
2000
fDate
2000
Firstpage
675
Lastpage
685
Abstract
A probabilistic algorithm is presented to find the determinant of a nonsingular, integer matrix. For a matrix A∈Z n×n the algorithm requires O(n3.5 (log n)4.5) bit operations (assuming for now that entries in A have constant size) using standard matrix and integer arithmetic. Using asymptotically fast matrix arithmetic, a variant is described which requires O(n2+θ/2·log2 nloglogn) bit operations, where n×n matrices can be multiplied with O(nθ) operations. The determinant is found by computing the Smith form of the integer matrix an extremely useful canonical form in itself. Our algorithm is probabilistic of the Monte Carlo type. That is, it assumes a source of random bits and on any invocation of the algorithm there is a small probability of error
Keywords
Monte Carlo methods; computational complexity; mathematics computing; matrix algebra; probability; Monte Carlo method; Smith form; asymptotically fast matrix arithmetic; integer arithmetic; matrix determinant computing; matrix multiplication; nonsingular integer matrix; probabilistic algorithm; random bits; Arithmetic; Computational geometry; Computer applications; Computer science; Costs; Councils; Monte Carlo methods; Sparse matrices;
fLanguage
English
Publisher
ieee
Conference_Titel
Foundations of Computer Science, 2000. Proceedings. 41st Annual Symposium on
Conference_Location
Redondo Beach, CA
ISSN
0272-5428
Print_ISBN
0-7695-0850-2
Type
conf
DOI
10.1109/SFCS.2000.892335
Filename
892335
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