Skip to main content
Log in

Optimal value functions of generalized semi-infinite min-max programming on a noncompact set

  • Published:
Science in China Series A: Mathematics Aims and scope Submit manuscript

Abstract

In this paper, we study optimal value functions of generalized semi-infinite minmax programming problems on a noncompact set. Directional derivatives and subdifferential characterizations of optimal value functions are given. Using these properties, we establish first order optimality conditions for unconstrained generalized semi-infinite programming problems.

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. Polak, E., Optimization: Algorithms and Consistent Approximations, Berlin-Heidelberg: Springer-Verlag, 1997, 368–481.

    MATH  Google Scholar 

  2. Liu, Y., LtO, S., Lee, H. W. J. et al., Semi-infinite programming approach to continuously-constrained linear-quadratic optimal control problems, JOTA, 2001, 108(3): 617–632.

    Article  MATH  Google Scholar 

  3. Goberna, M. A’., Lo’pez, M. A., Semi-infinite Programming Recent Advances, Dordrecht-Boston-London: Kluwer Academic Publishers, 2001, 42–108.

    MATH  Google Scholar 

  4. Reemtsen, R., Ruckmann, J. J., Semi-infinite Programming, Dordrecht-Boston-London: Kluwer Academic Publishers, 1998, 60–120.

    MATH  Google Scholar 

  5. Huang, L. R., Ng, K. F., Second order optimality conditions for minimizing a sup-type function, Science in China, Ser. A, 2000, 30(4): 325–336.

    MathSciNet  Google Scholar 

  6. Kawasaki, H., The upper and lower second-order directional derivatives of a sup-type function, Math. Programming, 1991, 49: 213–229.

    Article  MathSciNet  Google Scholar 

  7. Kawasaki, H., Second-order necessary and sufficient optimality conditions for minimizing a suptype function, Appl. Math. Optim., 1992, 26: 195–220.

    Article  MATH  MathSciNet  Google Scholar 

  8. Ruckmann, J. J., Shapiro, A., First-order optimality conditions in generalized semi-infinite programming, JOTA, 1999, 101(3): 677–691.

    Article  MathSciNet  Google Scholar 

  9. Dempe, S., Foundations of Bilevel Programming, Dordrecht-Boston-London: Kluwer Academic Publishers, 2002, 61–172

    MATH  Google Scholar 

  10. Bonnans, J. F., Shapiro, A., Perturbation Analysis of Optimization Problems, Berlin-Heidelberg: Springer-Verlag, 2000, 95–192

    MATH  Google Scholar 

  11. Kaplan, A., Tichatschke, R., Path-Following proximal approach for solving ill-posed convex semi-infinite programming problems, JOTA, 1996, 90(1): 113–136.

    Article  MATH  MathSciNet  Google Scholar 

  12. Shell, R. L., Wu, S. Y., Combined entropic regularization and path-following mehtod for solving finite convex min-max problems subject to infinitely many linear constraints, JOTA, 1999, 101(1): 167–190.

    Article  Google Scholar 

  13. Still, G., Discretization in semi-infinite programming: the rate of convergence, Math. Programming, 2001, 91(1): 53–69.

    MATH  MathSciNet  Google Scholar 

  14. Gucat, M., Disretization in semi-infinite parametric programming: Uniform convergence of the optimal value Functions of Discretized Problems, JOTA, 1999, 101(1): 191–201.

    Article  Google Scholar 

  15. Wang, C. Y., Han, J. Y., The stability of the maximum entropy method for nonsmooth semi-infinite programmings, Science in China, Ser. A, 1999, 42(11): 1129–1136.

    Article  MATH  MathSciNet  Google Scholar 

  16. Danskin, J. M., The theory of min-max with applications, SIAM J. Appl. Math., 1966, 14: 641–664.

    Article  MATH  MathSciNet  Google Scholar 

  17. Rockafellar, R. T., Convex Analysis, Princeton Math. Series. Princeton: Princeton Univ. Press, 1970, 112–114.

    Google Scholar 

  18. Teo, K. L., Yang, X. Q., Jennings, L. S., Computational discretization algorithms for functional inequality constrained optimization, Annals of Operations Research, 2000, 98: 215–234.

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Changyu Wang.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Wang, C., Yang, X. & Yang, X. Optimal value functions of generalized semi-infinite min-max programming on a noncompact set. Sci. China Ser. A-Math. 48, 261–276 (2005). https://doi.org/10.1360/03ys0197

Download citation

  • Received:

  • Issue Date:

  • DOI: https://doi.org/10.1360/03ys0197

Keywords

Navigation