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On the parameter selection in the transformed matrix iteration method

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Abstract

Recently, Axelsson and Salkuyeh in (BIT Numerical Mathematics, 59 (2019) 321–342) proposed the transformed matrix iteration (TMIT) method for solving a certain two-by-two block matrices with square blocks. However, they did not present any formula for the optimal parameter of the method which minimizes the spectral radius of the iteration matrix. In this work, we give an upper bound for the spectral radius of the iteration matrix of the method and then compute the parameter which minimizes this upper bound. Numerical results are presented to demonstrate the theoretical results.

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References

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

    Article  MathSciNet  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  Google Scholar 

  3. Axelsson, O., Salkuyeh, D. K.: A new version of a preconditioning method for certain two-by-two block matrices with square blocks. BIT Numer. Math. 59, 321–342 (2019)

    Article  MathSciNet  Google Scholar 

  4. Bai, Z.-Z.: On preconditioned iteration methods for complex linear systems. J. Eng. Math. 93, 41–60 (2014)

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  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  Google Scholar 

  8. Benzi, M., Bertaccini, D.: Block preconditioning of real-valued iterative algorithms for complex linear systems. IMA J. Numer. Anal. 28, 598–618 (2010)

    Article  MathSciNet  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  Google Scholar 

  10. Bai, Z.-Z., Wang, Z.-Q.: On parameterized inexact Uzawa methods for generalized saddle point problems. Linear Algebra Appl. 428, 2900–2932 (2008)

    Article  MathSciNet  Google Scholar 

  11. Bertaccini, D.: Efficient preconditioning for sequences of parametric complex symmetric linear systems. 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. Engrg. 190, 1719–1739 (2000)

    Article  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

  15. Salkuyeh, D. K., Siahkolaei, T. S., Two-parameter, T S C S P: method for solving complex symmetric system of linear equations. Calcolo 55, 8 (2018)

    Article  Google Scholar 

Download references

Acknowledgments

The authors would like to thank the referees for their careful reading of the paper and giving several helpful comments. The work of Davod Khojasteh Salkuyeh is partially supported by University of Guilan.

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Correspondence to Tahereh Salimi Siahkolaei.

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Siahkolaei, T.S., Salkuyeh, D.K. On the parameter selection in the transformed matrix iteration method. Numer Algor 86, 179–189 (2021). https://doi.org/10.1007/s11075-020-00884-y

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  • DOI: https://doi.org/10.1007/s11075-020-00884-y

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