Skip to main content
Log in

New optimality conditions for quadratic optimization problems with binary constraints

  • Original Paper
  • Published:
Optimization Letters Aims and scope Submit manuscript

Abstract

In this article, we obtain new sufficient optimality conditions for the nonconvex quadratic optimization problems with binary constraints by exploring local optimality conditions. The relation between the optimal solution of the problem and that of its continuous relaxation is further extended.

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. de Angelis P.L., Pardalos P.M., Toraldo G.: Quadratic problems with box constraints. In: Bomze, I.M., Csendes, T., HorstR. Pardalos, P.M. (eds) Developments in Global Optimization., pp. 73–93. Kluwer, Dordrecht (1997)

    Google Scholar 

  2. Beck A., Teboulle M.: Global optimality conditions for quadratic optimization problems with binary constraints. SIAM J. Optim. 11(1), 179–188 (2000)

    Article  MATH  MathSciNet  Google Scholar 

  3. Gould N.I.M., Lucidi S., Roma M., Toint P.L.: Solving the trust-region subproblem using the Lanczos method. SIAM J. Optim. 9(2), 504–525 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  4. Hansen P., Jaumard B., Ruiz M., Xiong J.: Global minimization of indefinite quadratic functions subject to box constraints. Nav. Res. Log. 40, 373–392 (1993)

    Article  MATH  MathSciNet  Google Scholar 

  5. Moré J.J., Sorensen D.C.: Computing a trust region step. SIAM J. Sci. Stat. Comput. 4(3), 553–572 (1983)

    Article  MATH  Google Scholar 

  6. Pardalos, P.M., Wolkowicz, H. (eds.): Topics in Semidefinite and Interior-Point Methods. Fields Institute Communications Series, vol. 18. American Mathematical Society, Providence (1998)

  7. Pardalos P.M., Ramana M.: Semidefinite programming. In: Terlaky, T. (eds) Interior Point Methods of Mathematical Programming., pp. 369–398. Kluwer, Dordrecht (1996)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yong Xia.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Xia, Y. New optimality conditions for quadratic optimization problems with binary constraints. Optim Lett 3, 253–263 (2009). https://doi.org/10.1007/s11590-008-0105-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11590-008-0105-6

Keywords

Navigation