Citation: Li-Tao Zhang, Chao-Qian Li, Yao-Tang Li. A parameterized shift-splitting preconditioner for saddle point problems[J]. Mathematical Biosciences and Engineering, 2019, 16(2): 1021-1033. doi: 10.3934/mbe.2019048
[1] | M. Arioli, I. S. Du and P. P. M. de Rijk, On the augmented system approach to sparse leastsquares problems, Numer. Math., 55 (1989), 667–684. |
[2] | Z. Z. Bai, B. N. Parlett and Z. Q. Wang, On generalized successive overrelaxation methods for augmented linear systems, Numer. Math., 102 (2005), 1–38. |
[3] | Z. Z. Bai and Z. Q. Wang, On parameterized inexact Uzawa methods for generalized saddle point problems, Linear Algebra Appl., 428 (2008), 2900–2932. |
[4] | Z. Z. Bai and X. Yang, On HSS-based iteration methods for weakly nonlinear systems, Appl. Numer. Math., 59 (2009), 2923–2936. |
[5] | Z. Z. Bai, G. H. Golub and K. N. Michael, On inexact hermitian and skew-Hermitian splitting methods for non-Hermitian positive definite linear systems, Linear Algebra Appl., 284 (2008), 413–440. |
[6] | Z. Z. Bai, Several splittings for non-Hermitian linear systems, Science in China, Series A: Math., 51 (2008), 1339–1348. |
[7] | Z. Z. Bai, G. H. Golub, L. Z. Lu and J. F. Yin, Block-Triangular and skew-Hermitian splitting methods for positive definite linear systems, SIAM J. Sci. Comput., 26 (2005), 844–863. |
[8] | Z. Z. Bai, G. H. Golub and M. K.Ng, Hermitian and skew-Hermitian splitting methods for non- Hermitian positive definite linear systems, SIAM J. Matrix Anal. A., 24 (2003), 603–626. |
[9] | Z. Z. Bai, G. H. Golub and M. K. Ng, On successive-overrelaxation acceleration of the Hermitian and skew-Hermitian splitting iteration. Available from: http://www.sccm.stanford.edu/wrap/pubtech. html. |
[10] | Z. Z. Bai, G. H. Golub and C. K. Li, Optimal parameter in Hermitian and skew-Hermitian splitting method for certain twoby- two block matrices, SIAM J. Sci. Comput., 28 (2006), 28:583–603. |
[11] | Z. Z. Bai, G. H. Golub and M. K. Ng, On successive-overrelaxation acceleration of the Hermitian and skew-Hermitian splitting iterations, Numer. Linear Algebra Appl., 14 (2007), 319–335. |
[12] | Z. Z. Bai, G. H. Golub and J. Y. Pan, Preconditioned Hermitian and skew-Hermitian splitting methods for non-Hermitian positive semidefinite linear systems, Numer. Math., 98 (2004), 1–32. |
[13] | Z. Z. Bai and M. K. Ng, On inexact preconditioners for nonsymmetric matrices, SIAM J. Sci. Comput., 26 (2005), 1710–1724. |
[14] | Z. Z. Bai, M. K. Ng and Z. Q.Wang, Constraint preconditioners for symmetric indefinite matrices, SIAM J. Matrix Anal. Appl., 31 (2009), 410–433. |
[15] | Z. Z. Bai, Optimal parameters in the HSS-like methods for saddle-point problems, Numer. Linear Algebra Appl., 16 (2009), 447–479. |
[16] | Z. Z. Bai, J. F. Yin and Y. F. Su, A shift-splitting preconditioner for non-Hermitian positive definite matrices, J. Comput. Math., 24 (2006), 539–552. |
[17] | Z. Z. Bai, G. H. Golub and J. Y. Pan, Preconditioned Hermitian and skew-Hermitian splitting methods for non-Hermitian positive semidefinite linear systems. Technical Report SCCM-02-12, Scientific Computing and Computational Mathematics Program, Department of Computer Science, Stanford University, Stanford, CA, 2002. |
[18] | Z. Z. Bai, M. Benzi and F. Chen, Modified HSS iteration methods for a class of complex symmetric linear systems, Comput., 87 (2010), 93–111. |
[19] | Y. Cao, J. Du and Q. Niu, Shift-splitting preconditioners for saddle point problems, J. Comput. Appl. Math., 272 (2014), 239–250. |
[20] | Y. Cao, L. Q. Yao and M. Q. Jiang, A modified dimensional split preconditioner for generalized saddle point problems, J. Comput. Appl. Math., 250 (2013), 70–82. |
[21] | Y. Cao, L. Q. Yao, M. Q. Jiang and Q. Niu, A relaxed HSS preconditioner for saddle point problems from meshfree discretization, J. Comput. Math., 31 (2013), 398–421. |
[22] | C. R. Chen and C. F. Ma, A generalized shift-splitting preconditioner for saddle point problems, Appl. Math. Lett., 43 (2015), 49–55. |
[23] | F. Chen and Y. L. Jiang, A generalization of the inexact parameterized Uzawa methods for saddle point problems, Appl. Math. Comput., 206 (2008), 765–771. |
[24] | L. B. Cui, C. Chen, W. Li and M.K. Ng, An eigenvalue problem for even order tensors with its applications, Linear Multilinear Algebra, 64 (2016), 602–621. |
[25] | L. B. Cui, W. Li and M. K. Ng, Primitive tensors and directed hypergraphs, Linear Algebra Appl., 471 (2015), 96–108. |
[26] | L. B. Cui, C. X. Li and S. L. Wu, The relaxation convergence of multisplitting AOR method for linear complementarity problem, Linear Multilinear Algebra, DOI: 10.1080/03081087.2018.1511680. |
[27] | L. B. Cui and Y. S. Song, On the uniqueness of the positive Z-eigenvector for nonnegative tensors, J. Comput. Appl. Math., 352 (2019), 72C78. |
[28] | M. T. Darvishi and P. Hessari, Symmetric SOR method for augmented systems, Appl. Math. Comput., 183 (2006), 409–415. |
[29] | H. Elman and D. Silvester, Fast nonsymmetric iterations and preconditioning for Navier-Stokes equations, SIAM J. Sci. Comput., 17 (1996), 33–46. |
[30] | H. Elman and G. H. Golub, Inexact and preconditioned Uzawa algorithms for saddle point problems, SIAM J. Numer. Anal., 31 (1994), 1645–1661. |
[31] | B. Fischer, A. Ramage, D. J. Silvester and A. J.Wathen, Minimum residual methods for augmented systems, BIT, 38 (1998), 527–543. |
[32] | G. H. Golub, X. Wu and J. Y. Yuan, SOR-like methods for augmented systems, BIT, 55 (2001), 71–85. |
[33] | M. Q. Jiang and Y. Cao, On local Hermitian skew-Hermitian splitting iteration methods for generalized saddle point problems, J. Comput. Appl. Math., 231 (2009), 973–982. |
[34] | X.Y. Li, L. Gao, Q. K. Pan, L. Wan and K. M. Chao, An e ective hybrid genetic algorithm and variable neighborhood search for integrated process planning and scheduling in a packaging machine workshop, IEEE Transactions on Systems, Man and Cybernetics: Systems, 2018, DOI 10.1109/TSMC.2018.2881686. |
[35] | X. Y. Li, C. Lu, L. Gao, S. Q. Xiao and L.Wen, An E ective Multi-Objective Algorithm for Energy Efficient Scheduling in a Real-Life Welding Shop, IEEE T. Ind. Inform., 14 (2018), 5400–5409. |
[36] | X. Y. Li and L. Gao, An E ective Hybrid Genetic Algorithm and Tabu Search for Flexible Job Shop Scheduling Problem, Int. J. Prod. Econ., 174 (2016), 93–110. |
[37] | X. F. Peng and W. Li, On unsymmetric block overrelaxation-type methods for saddle point, Appl. Math. Comput., 203 (2008), 660–671. |
[38] | C. H. Santos, B. P. B. Silva and J. Y. Yuan, Block SOR methods for rank deficient least squares problems, J. Comput. Appl. Math., 100 (1998), 1–9. |
[39] | H. A. Van der Vorst, Iterative Krylov Methods for Large Linear Systems, Cambridge Monographs on Applied and Computational Mathematics, Cambridge University Press, Cambridge, UK, 2003. |
[40] | L. Wang and Z. Z. Bai, Convergence conditions for splitting iteration methods for non-Hermitian linear systems, Linear Algebra Appl., 428 (2008), 453–468. |
[41] | S. Wright, Stability of augmented system factorizations in interior-point methods, SIAM J. Matrix Anal. Appl., 18 (1997), 191–222. |
[42] | S. L.Wu, T. Z. Huang and X. L. Zhao, A modified SSOR iterative method for augmented systems, J. Comput. Appl. Math., 228 (2009), 424–433. |
[43] | D. M. Young, Iteratin Solution for Large Systems, Academic Press, New York, 1971. |
[44] | J. Y. Yuan, Numerical methods for generalized least squares problems, J. Comput. Appl. Math., 66 (1996), 571–584. |
[45] | J. Y. Yuan and A. N. Iusem, Preconditioned conjugate gradient method for generalized least squares problems, J. Comput. Appl. Math., 71 (1996), 287–297. |
[46] | G. F. Zhang and Q. H. Lu, On generalized symmetric SOR method for augmented systems, J. Comput. Appl. Math., 1 (2008), 51–58. |
[47] | L. T. Zhang, A new preconditioner for generalized saddle matrices with highly singular(1,1) blocks, Int. J. Comput. Math., 91 (2014), 2091–2101. |
[48] | L. T. Zhang, T. Z. Huang, S. H. Cheng and Y. P. Wang, Convergence of a generalized MSSOR method for augmented systems, J. Comput. Appl. Math., 236 (2012), 1841–1850. |
[49] | B. Zheng, Z. Z. Bai and X. Yang, On semi-convergence of parameterized Uzawa methods for singular saddle point problems, Linear Algebra Appl., 431 (2009), 808–817. |
[50] | Y. Z. Zhou, W. C. Yi, L. Gao and X. Y. Li, Adaptive di erential evolution with sorting crossover rate for continuous optimization problems, IEEE T. Cybernetics, 47 (2017), 2742–2753. |