Aggressively truncated Taylor series method for accurate computation of exponentials of essentially nonnegative matrices (Q2923346)
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scientific article; zbMATH DE number 6356174
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Aggressively truncated Taylor series method for accurate computation of exponentials of essentially nonnegative matrices |
scientific article; zbMATH DE number 6356174 |
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15 October 2014
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matrix exponential
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essentially nonnegative matrix
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Talor series
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scaling and squaring
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componentwise relative error bounds
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algorithm
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Aggressively truncated Taylor series method for accurate computation of exponentials of essentially nonnegative matrices (English)
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This paper deals with the computation of the exponential of an essentially nonnegative matrix. By coupling Taylor series approximation with the scaling and squaring technique, new algorithms are proposed. An a priori componentwise relative error bound of truncation is established and based on it, a strategy is suggested to choose the order of series expansion and the scale factor so that the exponential can be computed with the desired relative accuracy.
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