A new version of KSOR method with lower number of iterations and lower spectral radius

Abstract

In this paper, we propose a new method for solving linear algebraic systems based on the KSOR method. The new approach introduces a new coefficient in the assumed updated section from the KSOR method. It obtains the same solution as KSOR for a given linear algebraic system, but in order to get this, we have to modify the diagonal of the coefficient matrix of the initial system. The new method reaches the solution in fewer steps than KSOR on certain examples, but we have an additional step for the modification mentioned above with O(m) complexity, while a normal step of iteration has \(O(m^2)\) complexity, so overall our method has better performances than KSOR method. Furthermore, on certain examples, the spectral radius of the iteration matrix of the new method is strictly less than the one of KSOR and MKSOR methods.

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Acknowledgements

This study was funded by the Sectoral Operational Programme Human Resources Development 2007-2013 of the Ministry of European Funds through the Financial Agreement POSDRU/159/1.5/S/134398. The research presented in this paper is also supported by the following projects: NETIO - ForestMon (53/05.09.2016, cod SMIS2014+ 105976), SPERO (PN-III-P2-2.1-SOL-2016-03-0046, 3Sol/2017) and ROBIN (PN-III-P1-1.2-PCCDI-2017-0734).

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Correspondence to P. G. Popescu.

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Constantinescu, R., Poenaru, R.C., Pop, F. et al. A new version of KSOR method with lower number of iterations and lower spectral radius. Soft Comput 23, 11729–11736 (2019). https://doi.org/10.1007/s00500-018-03725-2

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Keywords

  • Linear algebraic systems
  • Iterative methods
  • Iteration matrices
  • Spectral radius