A μ-mode approach for exponential integrators: actions of φ-functions of Kronecker sums

被引:0
|
作者
Caliari, Marco [1 ]
Cassini, Fabio [1 ]
Zivcovich, Franco [2 ]
机构
[1] Univ Verona, Dept Comp Sci, Str Grazie 15, I-37134 Verona, Italy
[2] Neurodec, Sophia Antipolis, France
关键词
Semilinear evolutionary problems; Kronecker sum; Exponential integrators; phi-functions; mu-mode approach; Tucker operator; BACKWARD ERROR ANALYSIS; RUNGE-KUTTA METHODS; MATRIX; APPROXIMATION; EQUATION;
D O I
10.1007/s10092-024-00610-3
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We present a method for computing actions of the exponential-like phi-functions for a Kronecker sum K of d arbitrary matrices A(mu). It is based on the approximation of the integral representation of the phi-functions by Gaussian quadrature formulas combined with a scaling and squaring technique. The resulting algorithm, which we call phiks, evaluates the required actions by means of mu-mode products involving exponentials of the small sized matrices A(mu), without forming the large sized matrix K itself. phiks, which profits from the highly efficient level 3 BLAS, is designed to compute different phi-functions applied on the same vector or a linear combination of actions of phi-functions applied on different vectors. In addition, thanks to the underlying scaling and squaring techniques, the desired quantities are available simultaneously at suitable time scales. All these features allow the effective usage of phiks in the exponential integration context. In fact, our newly designed method has been tested in popular exponential Runge-Kutta integrators of stiff order from one to four, in comparison with state-of-the-art algorithms for computing actions of phi-functions. The numerical experiments with discretized semilinear evolutionary 2D or 3D advection-diffusion-reaction, Allen-Cahn, and Brusselator equations show the superiority of the proposed mu-mode approach.
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页数:28
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