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Published in: Calcolo 4/2016

01-12-2016

A Jacobi–Davidson type method for computing real eigenvalues of the quadratic eigenvalue problem

Authors: Hao Li, Yunfeng Cai

Published in: Calcolo | Issue 4/2016

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Abstract

This paper presents a new Jacobi–Davidson type method to compute several real eigenvalues of the Hermitian quadratic eigenvalue problem. This method uses a simple index to sort the eigenvalues of the projected quadratic eigenvalue problem and extracts the approximate eigenvectors for the quadratic eigenvalue problem with the eigenvectors of the projected quadratic eigenvalue problem corresponding to the eigenvalues with the smallest indices. Numerical examples show that our method is effective and efficient to compute real eigenvalues of the Hermitian quadratic eigenvalue problem.

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Literature
1.
go back to reference Bai, Z., Demmel, J., Dongarra, J., Ruhe, A., Vander Vorst, H.: Templates for the Solution of Algebraic Eigenvalue Problems: A Practical Guide. SIAM, Philadelphia (2000)CrossRefMATH Bai, Z., Demmel, J., Dongarra, J., Ruhe, A., Vander Vorst, H.: Templates for the Solution of Algebraic Eigenvalue Problems: A Practical Guide. SIAM, Philadelphia (2000)CrossRefMATH
2.
go back to reference Bai, Z., Su, Y.F.: SOAR: a second-order Arnoldi method for the solution of the quadratic eigenvalue problem. SIAM J. Matrix Anal. Appl. 26(3), 64–659 (2003)MathSciNet Bai, Z., Su, Y.F.: SOAR: a second-order Arnoldi method for the solution of the quadratic eigenvalue problem. SIAM J. Matrix Anal. Appl. 26(3), 64–659 (2003)MathSciNet
3.
go back to reference Betcke, T., Voss, H.: A Jacobi–Davidson-type projection method for nonlinear eigenvalue problems. Future Gener. Comput. Syst. 20, 363–372 (2004)CrossRef Betcke, T., Voss, H.: A Jacobi–Davidson-type projection method for nonlinear eigenvalue problems. Future Gener. Comput. Syst. 20, 363–372 (2004)CrossRef
4.
go back to reference Chu, M., Huang, T.M., Lin, W.W.: A novel deflation technique for solving quadratic eigenvalue problems. Bull. Inst. Math. Acad. Sinica 9(1), 57–84 (2014)MathSciNetMATH Chu, M., Huang, T.M., Lin, W.W.: A novel deflation technique for solving quadratic eigenvalue problems. Bull. Inst. Math. Acad. Sinica 9(1), 57–84 (2014)MathSciNetMATH
5.
go back to reference Esseni, D., Palestri, P., Selmi, L.: Nanoscale MOS Transistors. Cambridge University Press, Cambridge (2011)CrossRef Esseni, D., Palestri, P., Selmi, L.: Nanoscale MOS Transistors. Cambridge University Press, Cambridge (2011)CrossRef
6.
7.
go back to reference Gu, K., Kharitonov, V.L., Chen, J.: Stability of Time-delay Systems. Birkhäser, Boston (2003)CrossRefMATH Gu, K., Kharitonov, V.L., Chen, J.: Stability of Time-delay Systems. Birkhäser, Boston (2003)CrossRefMATH
8.
go back to reference Guo, J.S., Lin, W.W., Wang, C.S.: Numerical solutions for large sparse quadratic eigenvalue problems. Linear Algebra Appl. 225, 57–89 (1995)MathSciNetCrossRefMATH Guo, J.S., Lin, W.W., Wang, C.S.: Numerical solutions for large sparse quadratic eigenvalue problems. Linear Algebra Appl. 225, 57–89 (1995)MathSciNetCrossRefMATH
10.
go back to reference Hochstenbach, M.E., Sleijpen, G.L.G.: Harmonic and refined Rayleigh–Ritz for the polynomial eigenvalue problem. Linear Algebra Appl. 15(1), 35–54 (2008)MathSciNetCrossRefMATH Hochstenbach, M.E., Sleijpen, G.L.G.: Harmonic and refined Rayleigh–Ritz for the polynomial eigenvalue problem. Linear Algebra Appl. 15(1), 35–54 (2008)MathSciNetCrossRefMATH
11.
go back to reference Huitfeldt, J., Ruhe, A.: A new algorithm for numerical path following applied to an example from hydrodynamical flow. SIAM J. Sci. Stat. Comput. 11, 1181–1192 (1990)MathSciNetCrossRefMATH Huitfeldt, J., Ruhe, A.: A new algorithm for numerical path following applied to an example from hydrodynamical flow. SIAM J. Sci. Stat. Comput. 11, 1181–1192 (1990)MathSciNetCrossRefMATH
13.
go back to reference Jarlebring, E., Hochstenbach, M.E.: Polynomial two-parameter eigenvalue problems and matrix pencil methods for stability of delay-differential equations. Linear Algebra Appl. 431, 369–380 (2009)MathSciNetCrossRefMATH Jarlebring, E., Hochstenbach, M.E.: Polynomial two-parameter eigenvalue problems and matrix pencil methods for stability of delay-differential equations. Linear Algebra Appl. 431, 369–380 (2009)MathSciNetCrossRefMATH
14.
15.
17.
18.
19.
go back to reference Saad, Y., Schultz, M.H.: GMRES: a generalized minimal residual algorithm for solving nonsymmetric linear systems. SIAM J. Sci. Stat. Comput. 7, 856–869 (1986)MathSciNetCrossRefMATH Saad, Y., Schultz, M.H.: GMRES: a generalized minimal residual algorithm for solving nonsymmetric linear systems. SIAM J. Sci. Stat. Comput. 7, 856–869 (1986)MathSciNetCrossRefMATH
20.
21.
go back to reference Sleijpen, G.L.G., Booten, G., Fokkema, D., van der Vorst, H.: Jacobi–Davidson type methods for generalized eigenproblems and polynomial eigenproblems. BIT Numer. Math. 36, 595–633 (1996)MathSciNetCrossRefMATH Sleijpen, G.L.G., Booten, G., Fokkema, D., van der Vorst, H.: Jacobi–Davidson type methods for generalized eigenproblems and polynomial eigenproblems. BIT Numer. Math. 36, 595–633 (1996)MathSciNetCrossRefMATH
22.
go back to reference Sleijpen, G.L.G., van der Vorst, H.: A Jacobi–Davidson iteration method for linear eigenvalue problems. SIAM J. Matrix Anal. Appl. 17, 401–425 (1996)MathSciNetCrossRefMATH Sleijpen, G.L.G., van der Vorst, H.: A Jacobi–Davidson iteration method for linear eigenvalue problems. SIAM J. Matrix Anal. Appl. 17, 401–425 (1996)MathSciNetCrossRefMATH
Metadata
Title
A Jacobi–Davidson type method for computing real eigenvalues of the quadratic eigenvalue problem
Authors
Hao Li
Yunfeng Cai
Publication date
01-12-2016
Publisher
Springer Milan
Published in
Calcolo / Issue 4/2016
Print ISSN: 0008-0624
Electronic ISSN: 1126-5434
DOI
https://doi.org/10.1007/s10092-015-0171-y

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