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Two-parameter TSCSP method for solving complex symmetric system of linear equations

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Abstract

We introduce a two-parameter version of the two-step scale-splitting iteration method, called TTSCSP, for solving a broad class of complex symmetric system of linear equations. We present some conditions for the convergence of the method. An upper bound for the spectral radius of the method is presented and optimal parameters which minimize this bound are given. Inexact version of the TTSCSP iteration method (ITTSCSP) is also presented. Some numerical experiments are reported to verify the effectiveness of the TTSCSP iteration method and the numerical results are compared with those of the TSCSP, the SCSP and the PMHSS iteration methods. Numerical comparison of the ITTSCSP method with the inexact version of TSCSP, SCSP and PMHSS are presented. We also compare the numerical results of the BiCGSTAB method in conjunction with the TTSCSP and the ILU preconditioners.

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References

  1. Arridge, S.R.: Optical tomography in medical imaging. Inverse Prob. 15, 41–93 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  2. Axelsson, O., Kucherov, A.: Real valued iterative methods for solving complex symmetric linear systems. Numer. Linear Algebra Appl. 7, 197–218 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  3. Bai, Z.-Z., Benzi, M., Chen, F.: Modified HSS iteration methods for a class of complex symmetric linear systems. Computing 87, 93–111 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  4. Bai, Z.-Z., Benzi, M., Chen, F., Wang, Z.-Q.: 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 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  5. Bai, Z.-Z., Benzi, M., Chen, F.: On preconditioned MHSS iteration methods for complex symmetric linear systems. Numer. Algorithms 56, 297–317 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  6. Bai, Z.-Z., Chen, F., Wang, Z.-Q.: Additive block diagonal preconditioning for block two-by-two linear systems of skew-Hamiltonian coefficient matrices. Numer. Algorithms 62, 655–675 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  7. 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)

    Article  MathSciNet  MATH  Google Scholar 

  8. Bai, Z.-Z., Golub, G.H., Ng, M.K.: On inexact Hermitian and skew-Hermitian splitting methods for non-Hermitian positive definite linear systems. Linear Algebra Appl. 428, 413–440 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  9. Bai, Z.-Z., Parlett, B.N., Wang, Z.-Q.: On generalized successive overrelaxation methods for augmented linear systems. Numer. Math. 102, 1–38 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  10. Benzi, M., Bertaccini, D.: Block preconditioning of real-valued iterative algorithms for complex linear systems. IMA J. Numer. Anal. 28, 598–618 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  11. Bertaccini, D.: Efficient solvers for sequences of complex symmetric linear system. Electron. Trans. Numer. Anal. 18, 49–64 (2004)

    MathSciNet  MATH  Google Scholar 

  12. 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)

    Article  MATH  Google Scholar 

  13. Frommer, A., Lippert, T., Medeke, B., Schilling, K.: Numerical Challenges in Lattice Quantum Chromodynamics. Lecture Notes in Computational Science and Engineering, vol. 15, pp. 1719–1739. Springer, Berlin (2000)

    Book  MATH  Google Scholar 

  14. Hezari, D., Salkuyeh, D.K., Edalatpour, V.: A new iterative method for solving a class of complex symmetric system of linear equathions. Numer. Algorithms 73, 927–955 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  15. Moro, G., Freed, J.H.: Calculation of ESR spectra and related Fokker–Planck forms by the use of the Lanczos algorithm. J. Chem. Phys. 74, 3757–3773 (1981)

    Article  MathSciNet  Google Scholar 

  16. Poirier, B.: Effecient preconditioning scheme for block partitioned matrices with structured sparsity. Numer. Linear Algebra Appl. 7, 715–726 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  17. Saad, Y.: Iterative Methods for Sparse Linear Systems. PWS Press, New York (1995)

    Google Scholar 

  18. Salkuyeh, D.K., Hezari, D., Edalatpour, V.: Generalized successive overrelaxation iterative method for a class of complex symmetric linear system of equations. Int. J. Comput. Math. 92, 802–815 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  19. Salkuyeh, D.K.: Two-step scale-splitting method for solving complex symmetric system of linear equations. arXiv:1705.02468

  20. Schmitt, D., Steffen, B., Weiland, T.: 2D and 3D computations of lossy eigenvalue problems. IEEE Trans. Magn. 30, 3578–3581 (1994)

    Article  Google Scholar 

  21. Van der Vorst, H.A.: BiCGSTAB: a fast and smoothly converging variant of Bi-CG for the solution of nonsymmetric linear systems. SIAM J. Sci. Stat. Comput. 10, 631–644 (1992)

    Article  MATH  Google Scholar 

  22. Zheng, Z., Huang, F.-L., Peng, Y.-C.: Double-step scale splitting iteration method for a class of complex symmetric linear systems. Appl. Math. Lett. 73, 91–97 (2017)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgements

The work of Davod Khojasteh Salkuyeh is partially supported by University of Guilan. The authors would like to thank Prof. M. Benzi and anonymous referees for their valuable comments and suggestions which greatly improved the quality of the paper.

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Correspondence to Davod Khojasteh Salkuyeh.

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Salkuyeh, D.K., Siahkolaei, T.S. Two-parameter TSCSP method for solving complex symmetric system of linear equations. Calcolo 55, 8 (2018). https://doi.org/10.1007/s10092-018-0252-9

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