Premium
Efficient approximation of the exponential operator for discrete 2D advection–diffusion problems
Author(s) -
Bergamaschi Luca,
Caliari Marco,
Vianello Marco
Publication year - 2002
Publication title -
numerical linear algebra with applications
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.02
H-Index - 53
eISSN - 1099-1506
pISSN - 1070-5325
DOI - 10.1002/nla.288
Subject(s) - mathematics , matrix exponential , krylov subspace , discretization , exponential function , operator (biology) , series (stratigraphy) , matrix (chemical analysis) , chebyshev filter , mathematical analysis , linear system , paleontology , biochemistry , chemistry , materials science , repressor , biology , transcription factor , composite material , gene , differential equation
Abstract In this paper we compare Krylov subspace methods with Faber series expansion for approximating the matrix exponential operator on large, sparse, non‐symmetric matrices. We consider in particular the case of Chebyshev series, corresponding to an initial estimate of the spectrum of the matrix by a suitable ellipse. Experimental results upon matrices with large size, arising from space discretization of 2D advection–diffusion problems, demonstrate that the Chebyshev method can be an effective alternative to Krylov techniques. Copyright © 2002 John Wiley & Sons, Ltd.