An Algebraic Multigrid Method for Eigenvalue Problems and Its Numerical Tests

An Algebraic Multigrid Method for Eigenvalue Problems and Its Numerical Tests

Year:    2021

Author:    Ning Zhang, Xiaole Han, Yunhui He, Hehu Xie, Chun'guang You

East Asian Journal on Applied Mathematics, Vol. 11 (2021), Iss. 1 : pp. 1–19

Abstract

In order to solve eigenvalue problems, an algebraic multigrid method based on a multilevel correction scheme and the algebraic multigrid method for linear equations is developed. The algebraic multigrid method setup procedure is used for construction of an hierarchy and intergrid transfer operators. In this approach, large scale eigenvalue problems are solved by algebraic multigrid smoothing steps in the hierarchy and by low-dimensional eigenvalue problems. The efficacy and flexibility of the method is demonstrated by a number of test examples and the global convergence, which does not depend on the number of eigenvalues wanted, is obtained.

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Journal Article Details

Publisher Name:    Global Science Press

Language:    English

DOI:    https://doi.org/10.4208/eajam.210918.090519

East Asian Journal on Applied Mathematics, Vol. 11 (2021), Iss. 1 : pp. 1–19

Published online:    2021-01

AMS Subject Headings:   

Copyright:    COPYRIGHT: © Global Science Press

Pages:    19

Keywords:    Algebraic multigrid multilevel correction eigenvalue problem.

Author Details

Ning Zhang

Xiaole Han

Yunhui He

Hehu Xie

Chun'guang You

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