Skip to main content
Log in

Computation of Error Bounds for P-matrix Linear Complementarity Problems

  • Published:
Mathematical Programming Submit manuscript

Abstract

We give new error bounds for the linear complementarity problem where the involved matrix is a P-matrix. Computation of rigorous error bounds can be turned into a P-matrix linear interval system. Moreover, for the involved matrix being an H-matrix with positive diagonals, an error bound can be found by solving a linear system of equations, which is sharper than the Mathias-Pang error bound. Preliminary numerical results show that the proposed error bound is efficient for verifying accuracy of approximate solutions.

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. Alefeld, G.E., Chen, X., Potra, F.A.: Numerical validation of solutions of linear complementarity problems. Numer. Math. 83, 1–23 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  2. Berman, A., Plemmons, R.J.: Nonnegative matrix in the mathematical sciences. SIAM Publisher, Philadelphia, 1994

  3. Chen, B.: Error bounds for R 0-type and monotone nonlinear complementarity problems. J. Optim. Theory Appl. 108, 297–316 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  4. Cottle, R.W., Pang, J.-S., Stone, R.E.: The Linear Complementarity Problem, Academic Press, Boston, MA, 1992

  5. Ferris, M.C., Mangasarian, O.L.: Error bounds and strong upper semicontinuity for monotone affine variational inequalities, Ann. Oper. Res. 47, 293–305 (1993)

    Article  MATH  MathSciNet  Google Scholar 

  6. Mathias, R., Pang, J.-S.: Error bounds for the linear complementarity problem with a P-matrix. Linear Algebra Appl. 132, 123–136 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  7. Gabriel, S.A., Moré, J.J.: Smoothing of mixed complementarity problems. In: M.C.Ferris and J.-S. Pang (ed.) Complementarity and Variational Problems: State of the Art. SIAM Publications, Philadelphia, PA, pp 105–116 1997

  8. Mangasarian, O.L., Ren, J.: New improved error bounds for the linear complementarity problem. Math. Programming 66, 241–257 (1994)

    Article  MATH  MathSciNet  Google Scholar 

  9. Pang, J.-S.: Error bounds in mathematical programming. Math. Programming 79, 299–332 (1997)

    Article  MATH  MathSciNet  Google Scholar 

  10. Rohn, J.: Systems of linear interval equations. Linear Algebra Appl. 126, 39–78 (1989)

    Article  MATH  MathSciNet  Google Scholar 

  11. Schäfer, U.: An enclosure method for free boundary problems based on a linear complementarity problem with interval data. Numer. Func. Anal. Optim. 22, 991–1011 (2001)

    Article  MATH  Google Scholar 

  12. Schäfer, U.: A linear complementarity problem with a P-matrix, SIAM Review 46, 189–201 (2004)

    Google Scholar 

  13. Xiu, N., Zhang, J.: A characteristic quantity of P-matrices. Appl. Math. Lett. 15, 41–46 (2002)

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xiaojun Chen.

Additional information

This work is partly supported by a Grant-in-Aid from Japan Society for the Promotion of Science.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Chen, X., Xiang, S. Computation of Error Bounds for P-matrix Linear Complementarity Problems. Math. Program. 106, 513–525 (2006). https://doi.org/10.1007/s10107-005-0645-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10107-005-0645-9

Keywords

Mathematics Subject Classification (2000)

Navigation