A Rational Krylov Subspace Method for the Computation of the Matrix Exponential Operator

The purpose of this work is to approximate the matrix exponential and some Cauchy-Stieltjes functions on a block vectors B of R<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">n×p</sup> using a rational block Lanczos algorithm. We also derive some error estimates and error bound for the convergence of the rational approximation and finally numerical results attest to the computational efficiency of the proposed method.

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Published
2024-10-11
DOI
https://doi.org/10.1109/dessert65323.2024.11122121
Primary Topic
Matrix Theory and Algorithms
Type
article
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article

A Rational Krylov Subspace Method for the Computation of the Matrix Exponential Operator

H. Barkouki, K. Jbilou, H. Bentbib
Matrix Theory and Algorithms
article

A Rational Krylov Subspace Method for the Computation of the Matrix Exponential Operator

H. Barkouki, K. Jbilou, H. Bentbib
article en

Abstract

The purpose of this work is to approximate the matrix exponential and some Cauchy-Stieltjes functions on a block vectors B of R<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">n×p</sup> using a rational block Lanczos algorithm. We also derive some error estimates and error bound for the convergence of the rational approximation and finally numerical results attest to the computational efficiency of the proposed method.

X-Fab (Germany) (DE), Université du littoral côte d'opale (FR), Département mathématiques, informatique, sciences de la donnée et technologies du numérique (FR)
Openalex Percentile: Top 67%
Matrix Theory and Algorithms
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