Skip to main content
Log in

A two-step modulus-based matrix splitting iteration method for horizontal linear complementarity problems

  • Original Paper
  • Published:
Numerical Algorithms Aims and scope Submit manuscript

Abstract

In this paper, for solving horizontal linear complementarity problems, a two-step modulus-based matrix splitting iteration method is established. The convergence analysis of the proposed method is presented, including the case of accelerated overrelaxation splitting. Numerical examples are reported to show the efficiency of the proposed method.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Alanelli, M., Hadjidimos, A.: A new iterative criterion for H-matrices. SIAM J. Matrix Anal. Appl. 29, 160–176 (2006)

    Article  MathSciNet  Google Scholar 

  2. Bai, Z. -Z.: On the convergence of the multisplitting methods for the linear complementarity problem. SIAM J. Matrix Anal. Appl. 21, 67–78 (1999)

    Article  MathSciNet  Google Scholar 

  3. Bai, Z. -Z.: Modulus-based matrix splitting iteration methods for linear complementarity problems. Numer. Linear Algebra Appl. 17, 917–933 (2010)

    Article  MathSciNet  Google Scholar 

  4. Bai, Z. -Z., Zhang, L. -L.: Modulus-based synchronous multisplitting iteration methods for linear complementarity problems. Numer. Linear Algebra Appl. 20, 425–439 (2013)

    Article  MathSciNet  Google Scholar 

  5. Bai, Z. -Z., Zhang, L. -L.: Modulus-based synchronous two-stage multisplitting iteration methods for linear complementarity problems. Numer. Algorithm. 62, 59–77 (2013)

    Article  MathSciNet  Google Scholar 

  6. Berman, A., Plemmons, R. J.: Nonnegative Matrix in the Mathematical Sciences. SIAM Publisher, Philadelphia (1994)

    Book  Google Scholar 

  7. Bru, R., Giménez, I., Hadjidimos, A.: Is acn×n a general H-matrix?. Linear Algebra Appl. 436, 364–380 (2012)

    Article  MathSciNet  Google Scholar 

  8. Cottle, R. W., Dantzig, G. B.: A generalization of the linear complementarity problem. J. Comb. Theory 8, 79–90 (1970)

    Article  MathSciNet  Google Scholar 

  9. Cottle, R. W., Pang, J. S., Stone, R. E.: The Linear Complementarity Problem. Academic, San Diego (1992)

    MATH  Google Scholar 

  10. Fang, X. -M., Zhu, Z. -w.: The modulus-based matrix double splitting iteration method for linear complementarity problems. Comput. Math. Appl. 78(11), 3633–3643 (2019)

    Article  MathSciNet  Google Scholar 

  11. Frommer, A., Mayer, G.: Convergence of relaxed parallel multisplitting methods. Linear Algebra Appl. 119, 141–152 (1989)

    Article  MathSciNet  Google Scholar 

  12. Fujisawa, T., Kuh, E. S.: Piecewise-linear theory of nonlinear networks. SIAM J. Appl. Math. 22, 307–328 (1972)

    Article  MathSciNet  Google Scholar 

  13. Fujisawa, T., Kuh, E. S., Ohtsuki, T.: A sparse matrix method for analysis of piecewise-linear resistive networks. IEEE Trans. Circ. Theory 19, 571–584 (1972)

    Article  MathSciNet  Google Scholar 

  14. Gao, X., Wang, J.: Analysis and application of a one-layer neural network for solving horizontal linear complementarity problems. Int. J. Comput. Int. Sys. 7(4), 724–732 (2014)

    Article  Google Scholar 

  15. Giacopini, M., Fowell, M., Dini, D., Strozzi, A.: A mass-conserving complementarity formulation to study lubricant films in the presence of cavitation. J. Tribol. 132, 041702 (2010)

    Article  Google Scholar 

  16. Hu, J. -G.: Estimates of \(||{b^{-1}c}||_{\infty }\) and their applications. Math. Numer. Sin. 4, 272–282 (1982)

    Google Scholar 

  17. 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)

    Article  MathSciNet  Google Scholar 

  18. Li, W.: A general modulus-based matrix splitting method for linear complementarity problems of H-matrices. Appl. Math. Lett. 26, 1159–1164 (2013)

    Article  MathSciNet  Google Scholar 

  19. Li, W., Zheng, H.: A preconditioned modulus-based iteration method for solving linear complementarity problems of H-matrices. Linear Multilinear Algebra 64, 1390–1403 (2016)

    Article  MathSciNet  Google Scholar 

  20. Liu, S. -M., Zheng, H., Li, W.: A general accelerated modulus-based matrix splitting iteration method for solving linear complementarity problems. Calcolo 53, 189–199 (2016)

    Article  MathSciNet  Google Scholar 

  21. Mezzadri, F., Galligani, E.: An inexact Newton method for solving complementarity problems in hydrodynamic lubrication. Calcolo 55, 1 (2018)

    Article  MathSciNet  Google Scholar 

  22. Mezzadri, F., Galligani, E.: Splitting methods for a class of horizontal linear complementarity problems. J. Optim. Theory Appl. 180(2), 500–517 (2019)

    Article  MathSciNet  Google Scholar 

  23. Mezzadri, F., Galligani, E.: Modulus-based matrix splitting methods for horizontal linear complementarity problems. Numer. Algorithm. 83, 201–219 (2020)

    Article  MathSciNet  Google Scholar 

  24. Mezzadri, F., Galligani, E.: A modulus-based nonsmooth Newton’s method for solving horizontal linear complementarity problems. Optimiz. Lett. Published online. https://doi.org/10.1007/s11590-019-01515-9

  25. Mezzadri, F., Galligani, E.: On the convergence of modulus-based matrix splitting methods for horizontal linear complementarity problems in hydrodynamic lubrication. Math. Comput. Simulat. Published online. https://doi.org/10.1016/j.matcom.2020.01.014

  26. Sun, M.: Monotonicity of Mangasarian’s iterative algorithm for generalized linear complementarity problems. J. Math. Anal. Appl. 144, 474–485 (1989)

    Article  MathSciNet  Google Scholar 

  27. Sun, M.: Singular control problems in bounded intervals. Stochastics 21, 303–344 (1987)

    Article  MathSciNet  Google Scholar 

  28. Sznajder, R., Gowda, M. S.: Generalizations of p0- and P-properties; extended vertical and horizontal linear complementarity problems. Linear Algebra Appl. 223(/224), 695–715 (1995)

    Article  MathSciNet  Google Scholar 

  29. 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)

    MathSciNet  MATH  Google Scholar 

  30. Zhang, L. -L.: Two-step modulus based matrix splitting iteration for linear complementarity problems. Numer. Algorithm. 57, 83–99 (2011)

    Article  MathSciNet  Google Scholar 

  31. Zhang, L. -L., Ren, Z. -R.: Improved convergence theorems of modulus-based matrix splitting iteration methods for linear complementarity problems. Appl. Math. Lett. 26, 638–642 (2013)

    Article  MathSciNet  Google Scholar 

  32. Zheng, H.: Improved convergence theorems of modulus-based matrix splitting iteration method for nonlinear complementarity problems of H-matrices. Calcolo 54, 1481–1490 (2017)

    Article  MathSciNet  Google Scholar 

  33. Zheng, H., Li, W.: The modulus-based nonsmooth Newton’s method for solving linear complementarity problems. J. Comput. Appl. Math. 288, 116–126 (2015)

    Article  MathSciNet  Google Scholar 

  34. Zheng, H., Li, W., Vong, S.: A relaxation modulus-based matrix splitting iteration method for solving linear complementarity problems. Numer. Algorithm. 74, 137–152 (2017)

    Article  MathSciNet  Google Scholar 

  35. Zheng, H., Li, W., Vong, S.: An iteration method for nonlinear complementarity problems. J. Comput. Appl. Math. 372, 112681 (2020)

    Article  MathSciNet  Google Scholar 

  36. Zheng, H., Liu, L.: A two-step modulus-based matrix splitting iteration method for solving nonlinear complementarity problems of h+-matrices. Comput. Appl. Math. 37(4), 5410–5423 (2018)

    Article  MathSciNet  Google Scholar 

  37. Zheng, H., Vong, S.: The modulus-based nonsmooth Newton’s method for solving a class of nonlinear complementarity problems of P-matrices. Calcolo. 55, 37 (2018)

    Article  MathSciNet  Google Scholar 

  38. Zheng, H., Vong, S., Liu, L.: A direct precondition modulus-based matrix splitting iteration method for solving linear complementarity problems. Appl. Math. Comput. 353, 396–405 (2019)

    MathSciNet  MATH  Google Scholar 

  39. Zheng, H., Vong, S.: Improved convergence theorems of the two-step modulus-based matrix splitting and synchronous multisplitting iteration methods for solving linear complementarity problems. Linear Multilinear Algebra. 67 (9), 1773–1784 (2019)

    Article  MathSciNet  Google Scholar 

  40. Zheng, H., Vong, S.: A modified modulus-based matrix splitting iteration method for solving implicit complementarity problems. Numer. Algorithm. 82(2), 573–592 (2019)

    Article  MathSciNet  Google Scholar 

  41. Zheng, H., Vong, S.: On convergence of the modulus-based matrix splitting iteartion method for horizontal linear complementarity problem of h+-matrices. Appl. Math. Comput. 369, 124890 (2020)

    MathSciNet  MATH  Google Scholar 

  42. Zheng, N., Yin, J. -F.: Accelerated modulus-based matrix splitting iteration methods for linear complementarity problems. Numer. Algorithm. 64, 245–262 (2013)

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgments

The authors would like to thank the reviewers for their helpful suggestions.

Funding

This work was supported by the Major Projects of Guangdong Education Department for Foundation Research and Applied Research (No. 2018KZDXM065); University of Macau with (No. MYRG2018-00047-FST); the Science and Technology Development Fund, Macau SAR (No. 0005/2019/A); Guangdong provincial Natural Science Foundation (Grant No. 2018A0303100015); and the Young Innovative Talents Project from Guangdong Provincial Department of Education (Nos. 2018KQNCX230, 2018KQNCX233).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Seakweng Vong.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zheng, H., Vong, S. A two-step modulus-based matrix splitting iteration method for horizontal linear complementarity problems. Numer Algor 86, 1791–1810 (2021). https://doi.org/10.1007/s11075-020-00954-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11075-020-00954-1

Keywords

Navigation