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∈Zn×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
Link To Document :
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