2026 Volume 16 Issue 2
Article Contents

Cuixia Li, Shiliang Wu. ON THE TWO-STEP MODULUS-BASED MATRIX SPLITTING ITERATION METHOD FOR HORIZONTAL LINEAR COMPLEMENTARITY PROBLEMS[J]. Journal of Applied Analysis & Computation, 2026, 16(2): 495-504. doi: 10.11948/20240571
Citation: Cuixia Li, Shiliang Wu. ON THE TWO-STEP MODULUS-BASED MATRIX SPLITTING ITERATION METHOD FOR HORIZONTAL LINEAR COMPLEMENTARITY PROBLEMS[J]. Journal of Applied Analysis & Computation, 2026, 16(2): 495-504. doi: 10.11948/20240571

ON THE TWO-STEP MODULUS-BASED MATRIX SPLITTING ITERATION METHOD FOR HORIZONTAL LINEAR COMPLEMENTARITY PROBLEMS

  • In this paper, based on the previous work by Zheng and Vong [Numer. Algor., 86 (2021) 1791-1810], we further discuss the two-step modulus-based matrix splitting (TMMS) iteration method for solving the horizontal linear complementarity problems. The new convergence conditions of the TMMS method are obtained, which are weaker than those of the aforementioned paper.

    MSC: 65F10, 90C33
  • 加载中
  • [1] Z.-Z. Bai, Modulus-based matrix splitting iteration methods for linear complementarity problems, Numerical Linear Algebra with Applications, 2010, 17, 917–933. doi: 10.1002/nla.680

    CrossRef Google Scholar

    [2] Z.-Z. Bai, On the convergence of the multisplitting methods for the linear complementarity problem, SIAM Journal on Matrix Analysis and Applications, 1999, 21, 67–78. doi: 10.1137/S0895479897324032

    CrossRef Google Scholar

    [3] A. Berman and R. J. Plemmons, Nonnegative Matrices in the Mathematical Sciences, Academic, New York, 1979.

    Google Scholar

    [4] R. W. Cottle, J.-S. Pang and R. E. Stone, The Linear Complementarity Problem, Academic, San Diego, 1992.

    Google Scholar

    [5] Z. Darvay and P. Renáta Rigó, New predictor-corrector algorithm for symmetric cone horizontal linear complementarity problems, Journal of Optimization Theory and Applications, 2024, 202, 50–75. doi: 10.1007/s10957-022-02078-z

    CrossRef Google Scholar

    [6] A. Frommer and G. Mayer, Convergence of relaxed parallel multisplitting methods, Linear Algebra with Applications, 1989, 119, 141–152. doi: 10.1016/0024-3795(89)90074-8

    CrossRef Google Scholar

    [7] T. Fujisawa and E. S. Kuh, Piecewise-linear theory of nonlinear networks, SIAM Journal on Applied Mathematics, 1972, 22, 307–328. doi: 10.1137/0122030

    CrossRef Google Scholar

    [8] T. Fujisawa, E. S. Kuh and T. Ohtsuki, A sparse matrix method for ananlysis of piecewise-linear resistive networks, IEEE Transactions on Circuit Theory, 1972, 19, 571–584. doi: 10.1109/TCT.1972.1083550

    CrossRef Google Scholar

    [9] X. Gao and J. Wang, Analysis and application of a one-layer neural network for solving horizontal linear complementarity problems, International Journal of Computational Intelligence Systems, 2014, 7, 724–732. doi: 10.1080/18756891.2013.858903

    CrossRef Google Scholar

    [10] J.-G. Hu, Estimates of $\|B.^{-1}A\|_{\infty}$ and their applications, Acta Mathematica Sinica, 1982, 4, 272–282.

    $\|B.^{-1}A\|_{\infty}$ and their applications" target="_blank">Google Scholar

    [11] S.-W. Liao, G.-F. Zhang and Z.-Z. Liang, A preconditioned general modulus-based matrix splitting iteration method for solving horizontal linear complementarity problems, Numerical Algorithms, 2023, 93, 919–947. doi: 10.1007/s11075-022-01447-z

    CrossRef Google Scholar

    [12] F. Mezzadri and E. Galligani, Splitting methods for a class of horizontal linear complementarity problems, Journal of Optimization Theory and Applications, 2019, 180, 500–517. doi: 10.1007/s10957-018-1395-1

    CrossRef Google Scholar

    [13] F. Mezzadri and E. Galligani, Modulus-based matrix splitting methods for horizontal linear complementarity problems, Numerical Algorithms, 2020, 83, 201–219. doi: 10.1007/s11075-019-00677-y

    CrossRef Google Scholar

    [14] F. Mezzadri and E. Galligani, An inexact Newton method for solving complementarity problems in hydrodynamic lubrication, Calcolo., 2018, 55, 1. doi: 10.1007/s10092-018-0244-9

    CrossRef Google Scholar

    [15] F. Mezzadri and E. Galligani, Modulus-based matrix splitting algorithms for generalized complex-valued horizontal linear complementarity problems, Journal of Computational and Appled Mathematics, 2025, 460, 116440. doi: 10.1016/j.cam.2024.116440

    CrossRef Google Scholar

    [16] K. G. Murty, Linear Complementarity, Linear and Nonlinear Programming, Heldermann, Berlin, 1988.

    Google Scholar

    [17] M. Sun, Monotonicity of Mangasarian's iterative algorithm for generalized linear complementarity problems, Journal of Mathematical Analysis and Applications, 1989, 14, 474–485.

    Google Scholar

    [18] M. Sun, Singular control problems in bounded intervals, Stochastic, 1987, 21, 303–344. doi: 10.1080/17442508708833462

    CrossRef Google Scholar

    [19] P. K. Yadav and P. Karuppaiah, Generalizations of R0 and SMM properties for extended horizontal linear complementarity problem, Journal of Optimization Theory and Applications, 2023, 199, 392–414. doi: 10.1007/s10957-023-02262-9

    CrossRef Google Scholar

    [20] P. K. Yadav and P. Karuppaiah, On finiteness of the solution set of extended horizontal linear complementarity problem, Operations Research Letters, 2024, 54, 107112. doi: 10.1016/j.orl.2024.107112

    CrossRef Google Scholar

    [21] Y. Zhang, On the convergence of a class on infeasible interior-point methods for the horizontal linear complementarity problem, SIAM Journal on Optimization, 1994, 4, 208–227. doi: 10.1137/0804012

    CrossRef Google Scholar

    [22] H. Zheng and S. Vong, On convergence of the modulus-based matrix splitting iteration method for horizontal linear complementarity problems of $H_{+}$-matrices, Applied Mathematics and Computation, 2020, 369, 124890. doi: 10.1016/j.amc.2019.124890

    CrossRef $H_{+}$-matrices" target="_blank">Google Scholar

    [23] H. Zheng and S. Vong, A two-step modulus-based matrix splitting iteration method for horizontal linear complementarity problems, Numerical Algorithms, 2021, 86, 1791–1810. doi: 10.1007/s11075-020-00954-1

    CrossRef Google Scholar

Article Metrics

Article views(1110) PDF downloads(400) Cited by(0)

Access History

Other Articles By Authors

Catalog

    /

    DownLoad:  Full-Size Img  PowerPoint