2014•Unpublished venueRequires access

A Parallel Algorithm for Power Matrix Computation

JrJung Lyu, Ming‐Chang Lee

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Abstract

Abstract⎯We present a parallel algorithm for power matrix A n in O(log 2 n) time using O(n 2.807 /log n) number of processors. It is shown that the growth rate of the proposed algorithm is the same as the parallel arithmetic complexity of matrix computations, including matrix inversion and solving systems of linear equations. Keywords⎯matrix computations, parallel algorithms, computational complexity 1.

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Abstract⎯We present a parallel algorithm for power matrix A n in O(log 2 n) time using O(n 2.807 /log n) number of processors. It is shown that the growth rate of the proposed algorithm is the same as the parallel arithmetic complexity of matrix computations, including matrix inversion and solving systems of linear equations. Keywords⎯matrix computations, parallel algorithms, computational complexity 1.

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Available abstract

Abstract⎯We present a parallel algorithm for power matrix A n in O(log 2 n) time using O(n 2.807 /log n) number of processors. It is shown that the growth rate of the proposed algorithm is the same as the parallel arithmetic complexity of matrix computations, including matrix inversion and solving systems of linear equations. Keywords⎯matrix computations, parallel algorithms, computational complexity 1.

Key concepts: Computation, Matrix (chemical analysis), Algorithm, Mathematics, Parallel algorithm, Matrix multiplication, Gaussian elimination, Band matrix

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