Abstract
In this paper, a new preconditioner for a class of \(2\times 2\) block linear systems is proposed. The proposed new preconditioner is a better approximation to the original coefficient matrix than the previous ones. The eigenvalue distribution and an upper bound of the degree of the minimal polynomial of the preconditioned matrix are discussed. Finally, two numerical examples are provided to show the effectiveness of the proposed preconditioner.
Similar content being viewed by others
References
Axelsson, O., Kucherov, A.: Real valued iterative methods for solving complex symmetric linear systems. Numer. Linear Algebra Appl. 7, 197–218 (2000)
Axelsson, O., Neytcheva, M., Ahmad, B.: A comparison of iterative methods to solve complex valued linear algebraic systems. Numer. Algorithms 66, 811–841 (2014)
Bai, Z.-Z.: Sharp error bounds of some Krylov subspace methods for non-Hermitian linear systems. Appl. Math. Comput. 109, 273–285 (2000)
Bai, Z.-Z.: Motivations and realizations of Krylov subspace methods for large sparse linear systems. J. Comput. Appl. Math. 283, 71–78 (2015)
Bai, Z.-Z., Golub, G.H., Ng, M.K.: Hermitian and skew-Hermitian splitting methods for non-Hermitian positive definite linear systems. SIAM J. Matrix Anal. Appl. 24, 603–626 (2003)
Benzi, M., Bertaccini, D.: Block preconditioning of real-valued iterative algorithms for complex linear systems. IMA J. Numer. Anal. 28, 598–618 (2008)
Bertaccini, D.: Efficient solvers for sequences of complex symmetric linear systems. Electron. Trans. Numer. Anal. 18, 49–64 (2004)
Cao, Y., Ren, Z.-R.: Two variants of the PMHSS iteration method for a class of complex symmetric indefinite linear systems. Appl. Math. Comput. 264, 61–71 (2015)
Cao, Y., Ren, Z.-R., Shi, Q.: A simplified HSS preconditioner for generalized saddle point problems. BIT Numer. Math. 56, 423–439 (2016)
Day, D., Heroux, M.A.: Solving complex-valued linear systems via equivalent real formulations. SIAM J. Sci. Comput. 23(2), 480–498 (2001)
Feriani, A., Perotti, F., Simoncini, V.: Iterative system solvers for the frequency analysis of linear mechanical systems. Comput. Methods Appl. Mech. Eng. 190, 1719–1739 (2000)
Hezari, D., Edalatpour, V., Salkuyeh, D.K.: Preconditioned GSOR iterative method for a class of complex symmetric system of linear equations. Numer. Linear Algebra Appl. 22, 338–356 (2015)
Howle, V.E., Vavasis, S.A.: An iterative method for solving complex-symmetric systems arising in electrical power modeling. SIAM J. Matrix Anal. Appl. 26, 1150–1178 (2005)
Huang, Y.-M.: A practical formula for computing optimal parameters in the HSS iteration methods. J. Comput. Appl. Math. 225, 142–149 (2014)
Liang, Z.-Z., Zhang, G.-F.: On SSOR iteration method for a class of block two-by-two linear systems. Numer. Algorithms 71, 655–671 (2016)
Saad, Y.: Iterative Methods for Sparse Linear Systems. SIAM, Philadephia (2003)
Shen, Q.-Q., Shi, Q.: A variant of the HSS preconditioner for complex symmetric indefinite linear systems. Comput. Math. Appl. 75, 850–863 (2018)
Wang, T., Lu, L.-Z.: Alternating-directional PMHSS iteration method for a class of two-by-two block linear systems. Appl. Math. Lett. 58, 159–164 (2016)
Zhang, J.-H., Dai, H.: A new block preconditioner for complex symmetric indefinite linear systems. Numer. Algorithms 74, 889–903 (2017)
Zheng, Q.-Q., Lu, L.-Z.: A shift-splitting preconditioner for a class of block two-by-two linear systems. Appl. Math. Lett. 66, 54–60 (2017)
Acknowledgements
I would like to thank Professor Ken Hayami of the National Institute of Informatics, Tokyo, Japan for his hospitality during my visit at the National Institute of Informatics. I also would like to thank Professor Yang Cao (Nantong University) for his invaluable suggestion. Many thanks to the Editor and the anonymous referees for their constructive and helpful comments on the revision of this article.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
This work was supported by the National Natural Science Foundation of China (No. 11861059).
About this article
Cite this article
Miao, SX. A new preconditioner for a class of \(2\times 2\) block linear systems. Japan J. Indust. Appl. Math. 37, 913–928 (2020). https://doi.org/10.1007/s13160-020-00425-z
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13160-020-00425-z