Skip to main content
Log in

Error Bounds for R0-Type and Monotone Nonlinear Complementarity Problems

  • Published:
Journal of Optimization Theory and Applications Aims and scope Submit manuscript

Abstract

The paper generalizes the Mangasarian–Ren (Ref. 1) error bounds forlinear complementarity problems (LCPs) to nonlinear complementarity problems(NCPs). This is done by extending the concept of R 0-matrixto several R 0-type functions, which include a subset ofmonotone functions as a special case. Both local and global error bounds areobtained for R 0-type NCPs and some monotone NCPs.

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.

Similar content being viewed by others

References

  1. Mangasarian, O. L., and Ren, J., New Improved Error Bounds for the Linear Complementarity Problem, Mathematical Programming, Vol. 66, pp. 241–255, 1994.

    Google Scholar 

  2. Tseng, P., Growth Behavior of a Class of Merit Functions for the Nonlinear Complementarity Problem, Journal of Optimization Theory and Applications, Vol. 89, pp. 17–37, 1996.

    Google Scholar 

  3. Tseng, P., Yamashita, N., and Fukushima, M., Equivalence of Complementarity Problems to Differentiable Minimization: A Unified Approach, SIAM Journal of Optimization, Vol. 6, pp. 446–460, 1996.

    Google Scholar 

  4. Luo, Z. Q., and Tseng, P., Error Bound and Convergence Analysis of Matrix Splitting Algorithms for the Affine Variational Inequality Problem, SIAM Journal on Optimization, Vol. 2, pp. 43–54, 1992.

    Google Scholar 

  5. Luo, Z. Q., Mangasarian, O. L., Ren, J., and Solodov, M. V., New Error Bounds for the Linear Complementarity Problem, Mathematics of Operations Research, Vol. 19, pp. 880–892, 1994.

    Google Scholar 

  6. Robinson, S. M., Some Continuity Properties of Polyhedral Multifunctions, Mathematical Programming Study, Vol. 14, pp. 206–214, 1981.

    Google Scholar 

  7. Mathias, R., and Pang, J. S., Error Bounds for the Linear Complementarity Problem with a P-Matrix, Linear Algebra and Applications, Vol. 132, pp. 123–136, 1990.

    Google Scholar 

  8. Mangasarian, O. L., and Shiau, T. H., Error Bounds for Monotone Linear Complementarity Problems, Mathematical Programming, Vol. 36, pp. 81–89, 1986.

    Google Scholar 

  9. Li, W., Error Bounds for Piecewise Quadratic Programs and Applications, SIAM Journal on Control and Optimization, Vol. 33, pp. 1510–1529, 1995.

    Google Scholar 

  10. Luo, Z. Q., and Pang, J. S., Error Bounds for Analytic Systems and Their Applications, Mathematical Programming, Vol. 67, pp. 1–28, 1994.

    Google Scholar 

  11. Kanzow, C., Yamashita, N., and Fukushima, M., New NCP-Functions and Their Properties, Journal of Optimization Theory and Applications, Vol. 94, pp. 115–135, 1997.

    Google Scholar 

  12. Chen, B., and Harker, P. T., Smoothing Approximations to Nonlinear Complementarity Problems, SIAM Journal on Optimization, Vol. 7, pp. 403–420, 1997.

    Google Scholar 

  13. Kanzow, C., and Fukushima, M., Equivalence of the Generalized Complementarity Problem to Differentiable Unconstrained Minimization, Journal of Optimization Theory and Applications, Vol. 90, pp. 581–603, 1996.

    Google Scholar 

  14. Luo, Z. Q., and Tseng, P., A New Class of Merit Functions for the Nonlinear Complementarity Problem, Complementarity and Variational Problems: State of the Art, Edited by M. C. Ferris and J. S. Pang, SIAM Publications, pp. 204–225, 1997.

  15. Pang, J. S., Inexact Newton Methods for the Nonlinear Complementarity Problem, Mathematical Programming, Vol. 36, pp. 54–71, 1986.

    Google Scholar 

  16. Pang, J. S., Error Bounds in Mathematical Programming, Mathematical Programming, Vol. 79, pp. 299–332, 1997.

    Google Scholar 

  17. Tseng, P., An Infeasible Path-Following Method for Monotone Complementarity Problems, SIAM Journal on Optimization, Vol. 7, pp. 386–402, 1997.

    Google Scholar 

  18. Chen, B., Chen, X., and Kanzow, C., A Penalized FischerBurmeister NCP-Function, Mathematical Programming (to appear).

  19. Mangasarian, O. L., and Ren, J., New Error Bounds for the Nonlinear Complementarity Problem, Communications on Applied Nonlinear Analysis, Vol. 1, pp. 49–56, 1994.

    Google Scholar 

  20. Pang, J. S., and Qi, L., Nonsmooth Equations: Motivation and Algorithms, SIAM Journal on Optimization, Vol. 3, pp. 443–465, 1993.

    Google Scholar 

  21. Facchinei, F., Structural and Stability Properties of P 0 Nonlinear Complementarity Problems, Mathematics of Operations Research, Vol. 23, pp. 735–745, 1998.

    Google Scholar 

  22. Chen, X., and Ye, Y., On Homotopy-Smoothing Methods for Variational Inequalities, SIAM Journal on Control and Optimization, Vol. 37, pp. 589–616, 1999.

    Google Scholar 

Download references

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Chen, B. Error Bounds for R0-Type and Monotone Nonlinear Complementarity Problems. Journal of Optimization Theory and Applications 108, 297–316 (2001). https://doi.org/10.1023/A:1026434200384

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1026434200384

Navigation