Abstract
This paper is intended to establish an effective iteration method for solving nonlinear systems with complex symmetric Jacobian matrices. Single-step triangular splitting (SSTS) iteration method is proved to be efficient and robust for solving a class of two-by-two block linear systems. By making use of the SSTS iteration scheme as the inner solver and the modified Newton method as the outer solver, we establish a new modified Newton-SSTS method to solve the class of nonlinear systems. Whereafter, we discuss the local and semilocal convergence properties of our method under the H\(\ddot{\text {o}}\)lder hypothesis. Finally, the numerical results of some nonlinear equations show that the Newton-SSTS method is vastly superior over some previous methods.
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References
Bai Z-Z, Guo X-P (2010) On Newton-HSS methods for systems of nonlinear equations with positive-definite Jacobian matrices. J Comput Math 2:235–260
Bai Z-Z, Gloub GH, Ng MK (2003) Hermitian and skew-Hermitian splitting methods for non-Hermitian positive definite linear systems. SIAM J Matrix Anal Appl 24(3):603–626
Bai Z-Z, Gloub GH, Pan J-Y (2004) Preconditioned Hermitian and skew-Hermitian splitting methods for non-Hermitian positive semidefinite linear systems. Numer Math 98(1):1–32
Bai Z-Z, Benzi M, Chen F (2010) Modified HSS iteration methods for a class of complex symmetric linear systems. Computing 87:93–111
Bai Z-Z, Benzi M, Chen F (2011) On preconditioned MHSS iteration methods for complex symmetric linear systems. Numer Algor 56(2):297–317
Bai Z-Z, Benzi M, Chen F, Wang Z-Q (2013) Preconditioned MHSS iteration methods for a class of block two-by-two linear systems with applications to distributed control problems. IMA J Numer Anal 33:343–369
Chen M-H, Wu Q-B (2018) On modified Newton-DGPMHSS method for solving nonlinear systems with complex symmetric Jacobian matrices. Comput Math Appl 76(1):45–57
Chen M-H, Wu Q-B, Lin R-F (2016) Semilocal convergence analysis for the modified Newton-HSS method under the Hölder condition. Numer Algor 72:667–685
Dai P-F, Wu Q-B, Chen M-H (2017) Modified Newton-NSS method for solving systems of nonlinear equations. Numer Algor 77(1):1–21
Dehghan M, Dehghani-Madiseh M, Hajarian M (2013) A generalized preconditioned MHSS method for a class of complex symmetric linear systems. Math Model Anal 18(4):561–576
Edalatpour V, Hezari D, Salkuyeh DK (2015) Accelerated generalized SOR method for a class of complex systems of linear equations. Math Commun 20:37–52
Feng Y-Y, Wu Q-B (2021) MN-PGSOR method for solving nonlinear systems with block two-by-two complex symmetric Jacobian matrices. J Math 1–18:2021
Hezari D, Edalatpour V, Salkuyeh DK (2015) Preconditioned GSOR iterative method for a class of complex symmetric system of linear equations. Numer Linear Algebra Appl 22:761–776
Hezari D, Salkuyeh DK, Edalatpour V (2016) A new iterative method for solving a class of complex symmetric system of linear equations. Numer Algor 73(4):1–29
Huang ZG (2022) Modified two-step scale-splitting iteration method for solving complex symmetric linear systems. Comput Appl Math 40(1):122–156
Karlsson HO (1995) The quasi-minimal residual algorithm applied to complex symmetric linear systems in quantum reactive scattering. J Chem Phys 103(12):4914–4919
Li C-X, Wu S-L (2015) A single-step HSS method for non-Hermitian positive definite linear systems. Appl Math Lett 44:26–29
Li X, Yang A-L, Wu Y-J (2014) Lopsided PMHSS iteration method for a class of complex symmetric linear systems. Numer Algor 66(3):555–568
Li X-A, Zhang W-H, Wu Y-J (2018) On symmetric block triangular splitting iteration method for a class of complex symmetric system of linear equations. Appl Math Lett 79:131–137
Papp DV, Vizvári BI (2006) Effective solution of linear Diophantine equation systems with an application in chemistry. J Math Chem 39(1):15–31
Qi X, Wu H-T, Xiao X-Y (2020) Modified Newton-GSOR method for solving complex nonlinear systems with symmetric Jacobianmatrices. Comput Appl Math 39(3):165–182
Qi X, Wu H-T, Xiao X-Y (2020) Modified Newton-AGSOR method for solving nonlinear systems with block two-by-two complex symmetric Jacobian matrices. Calcolo 57(2):14
Salkuyeh DK, Siahkolaei TS (2018) Two-parameter TSCSP method for solving complex symmetric system of linear equations. Calcolo 55(1):8
Salkuyeh DK, Hezari D, Edalatpour V (2015) Generalized SOR iterative method for a class of complex symmetric linear system of equations. Int J Comput Math 92(4):802–815
Shirilord A, Dehghan M (2022) Double parameter splitting (DPS) iteration method for solving complex symmetric linear systems. Appl Numer Math 171:176–192
Wang T, Lu L-Z (2016) Alternating-directional PMHSS iteration method for a class of two-by-two block linear systems. Appl Math Lett 58:159–164
Wu J, Zhang L (2005) Preconditioned symmetric block triangular splitting iteration method for a class of complex symmetric linear systems. arXiv:2005.09835v3
Xie F, Wu Q-B, Dai P-F (2019) Modified Newton-SHSS method for a class of systems of nonlinear equations. Comput Appl Math 38(1):1–25
Yang A-L, Wu Y-J (2012) Newton-MHSS methods for solving systems of nonlinear equations with complex symmetric Jacobian matrices. Numer Algebra Control Optimiz 2(4):839–853
Zhang Y, Sun Q (2011) Preconditioned bi-conjugate gradient method of large-scale sparse complex linear equation group. Chin J Electron 20(1):192–194
Zhang Y, Sun Q (2016) Accelerated PMHSS iteration methods for complex symmetric linear systems. Numer Algor 73(2):501–516
Zhang J, Wang Z, Zhao J (2018) Preconditioned symmetric block triangular splitting iteration method for a class of complex symmetric linear systems. Appl Math Lett 86:95–102
Zheng Z, Huang F-L, Peng Y-C (2017) Double-step scale splitting iteration method for a class of complex symmetric linear systems. Appl Math Lett 73:91–97
Zhong H-X, Chen G-L, Guo X-P (2015) On preconditioned modified Newton-MHSS method for systems of nonlinear equations with complex symmetric Jacobian matrices. Numer Algor 69:553–567
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This work is supported by the National Natural Science Foundation of China (Grant no. 11771393, 11632015).
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Communicated by yimin wei.
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Yu, X., Wu, Q. Modified Newton-SSTS method for solving a class of nonlinear systems with complex symmetric Jacobian matrices. Comp. Appl. Math. 41, 258 (2022). https://doi.org/10.1007/s40314-022-01961-9
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DOI: https://doi.org/10.1007/s40314-022-01961-9