Abstract
Based on the relaxed alternating positive semi-definite splitting (RAPSS) preconditioner, in this paper, a new preconditioner, called variant of relaxed alternating positive semi-definite splitting (VRAPSS) preconditioner, is presented and discussed. Spectral properties of the VRAPSS preconditioned matrix are analyzed in detail. Numerical experiments are provided to verify the efficiency of the VRAPSS preconditioner.
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18 May 2021
A Correction to this paper has been published: https://doi.org/10.1007/s13160-021-00473-z
References
Boffi, D., Brezzi, F., Fortin, M.: Mixed finite Element Methods and Applications. Springer Series in Computational Mathematics. Springer, New York (2013)
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. 3, 603–626 (2003)
Bai, Z.Z., Golub, G.H.: Accelerated Hermitian and skew-Hermitian splitting methods for saddle point problems. IMA J. Numer. Anal. 27, 1–23 (2007)
Benzi, M., Golub, G.H., Liesen, J.: Numercial solution of saddle point problems. Acta Numer. 14, 1–137 (2005)
Beik, F.P.A., Benzi, M.: Block preconditioners for saddle point systems arising from liquid crystal directors modeling. Calcolo 55, 29 (2018)
Beik, F.P.A., Benzi, M.: Iterative methods for double saddle point systems. SIAM J. Matrix Anal. Appl. 39(2), 902–921 (2018)
Cao, Y., Ren, Z.R., Shi, Q.: A simplify HSS preconditioner for generalized saddle point problems. BIT 56, 423–439 (2016)
Huang, Y.M.: A practical formula for computing optimal parameters in the HSS iteration methods. J. Comput. Appl. Math. 255, 142–149 (2014)
Huang, N., Ma, C.: F, Spectral analysis of the preconditioned system for the $3\times 3$ block saddle point problem. Numer. Algor. 81, 421–444 (2019)
Liang, Z.Z., Zhang, G.F.: Alterating positive semidefinite splitting preconditioners for double saddle point problems. Calcol 56, 26 (2019)
Liao, L.D., Zhang, G.F.: A generalized variant of simplified HSS preconditioner for generalized saddle point problems. Appl. Math. Comput. 346, 790–799 (2019)
Maryska, J., Rozlozník, M., Tuma, M.: Schur complement systems in the mixed-hybrid finite element approximation of the polential fluid flow problems. SIAM J. Sci. Comput. 22, 704–723 (2000)
Ramage, A., Gartland, E.C.: A preconditioned nullspace method for liquid crystal director modeling. SIAM J. Sci. Comput. 35, B226–B247 (2013)
Saad, Y.: Iterative Methods for Sparse Linear Systems. SIAM, Philadelphia (2003)
Acknowledgements
The authors are very thankful to the referees for their constructive comments and valuable suggestions, which greatly improved the original manuscript of this paper.
Funding
This work was supported by the National Natural Science Foundation of China (nos. 11701458, 11861059) and the Foundation for Distinguished Young Scholars of Gansu Province (no. 20JR5RA540).
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Meng, L., Li, J. & Miao, SX. A variant of relaxed alternating positive semi-definite splitting preconditioner for double saddle point problems. Japan J. Indust. Appl. Math. 38, 979–998 (2021). https://doi.org/10.1007/s13160-021-00467-x
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DOI: https://doi.org/10.1007/s13160-021-00467-x
Keywords
- Double saddle point problems
- Preconditioning
- Matrix splitting
- Spectral properties
- Krylov subspace method