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arxiv: 1710.10989 · v1 · pith:WUKCWAZKnew · submitted 2017-10-30 · 🧮 math.NA · cs.NA

An improved algorithm to compute the exponential of a matrix

classification 🧮 math.NA cs.NA
keywords matrixmethodcomputeexponentialperformancestandardalgorithmapproximants
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In this work, we present a new way to compute the Taylor polynomial of the matrix exponential which reduces the number of matrix multiplications in comparison with the de-facto standard Patterson-Stockmeyer method. This reduction is sufficient to make the method superior in performance to Pad\'e approximants by 10-30% over a range of values for the matrix norms and thus we propose its replacement in standard software kits. Numerical experiments show the performance of the method and illustrate its stability.

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