Inexact rational Krylov method for evolution equations

Linear and nonlinear evolution equations have been formulated to address problems in various fields of science and technology. Recently, methods using an exponential integrator for solving evolution equations, where matrix functions must be computed repeatedly, have been investigated and refined. In...

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Veröffentlicht in:BIT 2021-06, Vol.61 (2), p.473-502
Hauptverfasser: Hashimoto, Yuka, Nodera, Takashi
Format: Artikel
Sprache:eng
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Zusammenfassung:Linear and nonlinear evolution equations have been formulated to address problems in various fields of science and technology. Recently, methods using an exponential integrator for solving evolution equations, where matrix functions must be computed repeatedly, have been investigated and refined. In this paper, we propose a new method for computing these matrix functions which is called an inexact rational Krylov method. This is a more efficient version of the rational Krylov method with appropriate shifts, which was proposed by Hashimoto and Nodera (ANZIAM J 58:C149–C161, 2016). The advantage of the inexact rational Krylov method is that it computes linear equations that appear in the rational Krylov method efficiently while guaranteeing the accuracy of the final solution.
ISSN:0006-3835
1572-9125
DOI:10.1007/s10543-020-00829-w