Parallel arnoldi method for the construction of a Krylov subspace basis: An application in magnetohydrodynamics

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Abstract

In a recent article [6] a new method was proposed for computing internal eigenvalues of symmetric matrices. In the present paper we extend these ideas to non-hermitian eigenvalue problems and apply them to a practical example ~ from the field of magnetohydrodynamics (MHD). The method is very suitable for an efficient parallel implementation. We give some results for the time-consuming kernels of the underlying orthogonalization process, the Arnoldi method, obtained for an MHD problem on a distributed memory multiprocessor.

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Booten, J., Meijer, P. M., te Riele, H. J. J., & van der Vorst, H. A. (1994). Parallel arnoldi method for the construction of a Krylov subspace basis: An application in magnetohydrodynamics. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 797 LNCS, pp. 196–201). Springer Verlag. https://doi.org/10.1007/3-540-57981-8_116

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