Abstract
In this paper, we discuss the modulus-based matrix splitting iteration method for solving a class of nonlinear complementarity problems under a weakened condition, and present the general convergence conditions for the method in terms of spectral radius and matrix norm, respectively. Moreover, for some special cases of the method, we propose the concrete convergence conditions and optimal parameters. These convergence theories improve the existing results to some extent. The numerical experiments verify the validity and practicality of the presented results.



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Xia, Z.-C., Li, C.-L.: Modulus-based matrix splitting iteration methods for a class of nonlinear complementarity problem. Appl. Math. Comput. 271, 34–42 (2015)
Li, R., Yin, J.-F.: On the convergence of modulus-based matrix splitting iteration methods for a class of nonlinear complementarity problems with H +-matrices. J. Comput. Appl. Math. 342, 202–209 (2018)
Huang, N., Ma, C.-F.: The modulus-based matrix splitting algorithms for a class of weakly nonlinear complementarity problems. Numer. Linear Algebra Appl. 23, 558–569 (2016)
Wang, G.-B., Tan, F.-P.: Modulus-based multisplitting iteration method for a class of weakly nonlinear complementarity problems. Comm. Appl. Math Comput. https://doi.org/10.1007/s42967-020-00074-6 (2020)
Zhang, X., Peng, Z.: A modulus-based nonmonotone line search method for nonlinear complementarity problems. Appl. Math. Comput. https://doi.org/10.1016/j.amc.2020.125175 (2020)
Hong, J.-T., Li, C.-L.: Modulus-based matrix splitting iteration methods for a class of nonlinear complementarity problem. Appl. Math. Comput. 23, 629–641 (2016)
Hadjidimos, A., Lapidakis, M., Tzoumas, M.: On iterative solution for linear complementarity problem with an H+-matrix. SIAM J. Matrix Anal. Appl. 33, 97–110 (2012)
Cvetkovic, L., Hadjidimos, A., Kostic, V.: On the choice of parameters in MAOR type splitting methods for the linear complementarity problem. Numer. Algorithms 4, 793–806 (2014)
Bai, Z.-Z., Zhang, L.-L.: Modulus-based multigrid methods for linear complementarity problems. Numer Linear Algebra Appl. https://doi.org/10.1002/nla.2105 (2017)
Van Bokhoven, W.M.G.: Piecewise-Linear Modelling and Analysis, Technische Hoge School, Eindhoven (1981)
Murty, K.G.: Linear Complementarity, Linear and Nonlinear Programming, Heldermann Verlag, Berlin (1988)
Dong, J.-L., Jiang, M.-Q.: A modified modulus method for symmetric positive-definite linear complementarity problems. Numer. Linear Algebra Appl. 16, 129–143 (2009)
Bai, Z.-Z.: Modulus-based matrix splitting iteration methods for linear complementarity problems. Numer. Linear Algebra Appl. 17, 917–933 (2010)
Li, W.: A general modulus-based matrix splitting method for linear complementarity problems of H-matrices. Appl. Math. Lett. 26, 1159–1164 (2013)
Wu, X.-P., Peng, X.-F., Li, W.: A preconditioned general modulus-based matrix splitting iteration method for linear complementarity problems of H-matrices. Numer. Algorithms 79, 1131–1146 (2018)
Zhang, L.-L.: Two-step modulus-based matrix splitting iteration method for linear complementarity problems. Numer. Algorithms 57, 83–99 (2011)
Zheng, N., Yin, J.-F.: Accelerated modulus-based matrix splitting iteration methods for linear complementarity problem. Numer. Algorithms 64, 245–262 (2013)
Zheng, H., Vong, S.: A modified modulus-based matrix splitting iteration method for solving implicit complementarity problems. Numer. Algorithms 82, 573–592 (2019)
Jia, L., Wang, X.: A generalized two-step modulus-based matrix splitting iteration method for implicit complementarity problems of H +-matrices. Filomat 33, 4875–4888 (2019)
Mezzadri, F., Galligani, E.: Modulus-based matrix splitting methods for a class of horizontal nonlinear complementarity problems. Numer. Algorithms 87, 667–687 (2021)
Zheng, H., Luo, L., Li, S.-Y.: A two-step iteration method for the horizontal nonlinear complementarity problem. Japan. J. Indust. Appl Math. https://doi.org/10.1007/s13160-021-00466-y (2021)
Wu, S.-L., Guo, P.: Modulus-based matrix splitting algorithms for the quasi-complementarity problems. Appl. Numer. Math. 132, 127–137 (2018)
Berman, A., Plemmons, R.J.: Nonnegative Matrices in the Mathematical Sciences. Academic Press, New York (1994)
Varga, R.S.: Matrix Iterative Analysis. Prentice-Hall, Englewood Cliffs (2009)
Horn, R.A., Johnson, C.R.: Matrix Analysis. Cambridge university press, Cambridge (2012)
Karamardian, S.: The complementarity problem. Math. Program. 2, 107–129 (1972)
Karamardian, S.: The nonlinear complementarity problem with applications, Part 2. J. Optim. Theory Appl. 4, 167–181 (1969)
Acknowledgements
The author thanks the anonymous referees for providing many useful comments and suggestions that made this paper more readable. This work was supported by the Education and Development Project of Zhaoqing (No. QJYY2020093), the Innovative Research Team Project of Zhaoqing University and the Scientific Research Ability Enhancement Program for Excellent Young Teachers of Zhaoqing University.
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Fang, X. Convergence of modulus-based matrix splitting iteration method for a class of nonlinear complementarity problems. Numer Algor 90, 931–950 (2022). https://doi.org/10.1007/s11075-021-01215-5
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DOI: https://doi.org/10.1007/s11075-021-01215-5