Skip to main content
Log in

On the Regularity Condition for Vector Programming Problems

  • Published:
Journal of Global Optimization Aims and scope Submit manuscript

Abstract

In this work, we use a notion of approximation derived from Jourani and Thibault [13] to ascertain optimality conditions analogous to those that established but applicable to larger class of vector valued objective mappings and constraint set-valued mappings. To this end, we introduce an appropriate regularity condition to help us discern the Karush-Kuhn-Tucker multipliers.

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. Allali, K. and Amahroq, T., Second order approximations and primal and dual necessary optimality conditions. Optimization. 3 (1997) 229–246.

    Google Scholar 

  2. Amahroq, T. and Taa, A., On Lagrange-Kuhn-Tucker multipliers for multiobjective optimization problems. Optimization 41 (1997), 159–172.

    Google Scholar 

  3. Amahroq, T. and Taa, A., Sufficient conditions of multiobjective optimization problems with γ-paraconvex data. Studia Mathematica 124, (3) (1997), 239–247.

    Google Scholar 

  4. Bazaraa, M. S. and Shetty, Foundations of Optimization. Springer, Berlin, 1976.

    Google Scholar 

  5. Clarke, F. H., Optimization and Nonsmooth Analysis, Wiley-Interscience, New York, (1983).

    Google Scholar 

  6. Clarke, F. H., Necessary conditions for a general control problem in calculus of variations and control. D. Russel, ed., Mathematics research center, Pub.36, University of Wisconsin, academy New York, (1976), 259–278.

  7. Corley, H. W., Optimality conditions for maximization of set-valued functions. Journal of Optimization Theory and Application 58 (1988), 1–10.

    Google Scholar 

  8. Dien, P. H., Locally Lipschitzian set-valued maps and general extremal problems with inclusion constraints. Acta Math Vietnamica 1 (1983), 109–122.

    Google Scholar 

  9. Dien, P. H., On the regularity condition for the extremal problem under locally Lipschitz inclusion constraints. Applied Math. and Optimization 13 (1985) 151–161.

    Google Scholar 

  10. Ekeland, I., On the variational principle. J. Math. Anal. Appl. 47 (1974) 324–353.

    Google Scholar 

  11. Fiacco, A. V. and McCormick, G. P., Nonlinear programming-sequential unconstrained minimization techniques. John Wiley, New York, 1968.

    Google Scholar 

  12. Ioffe, A. D., Approximate subdifferential and applications. III: The metric theory. Mathematika 36 (1989) 1–38.

    Google Scholar 

  13. Jourani, A. and Thibault, L., Approximations and metric regularity in mathematical programming in Banach spaces. Math. Oper. Res. 18(41) (1988) 73–96.

    Google Scholar 

  14. Loewen, P. D., Limits of Fréchet normals in nonsmooth analysis. Optimization and Nonlinear Analysis. Pitman Research Notes Math. Ser. 244 (1992) 178–188.

    Google Scholar 

  15. Luc, D.T., Contingent derivatives of set-valued maps and applications to vectors optimization. Mathematical Programming 50 (1991), 99–111.

    Google Scholar 

  16. Luc, D. T. and Malivert, C., Invex optimization problems. Bulletin of the Australian Mathematical Society 46 (1992), 47–66.

    Google Scholar 

  17. Mordukhovich, B. S. and Shao, Y., On nonconvex subdifferential calculus in Banach spaces. Journal of Convex Analysis 2(1/2), (1995), 211–227.

    Google Scholar 

  18. Mordukhovich, B. S. and Shao, Y., Nonsmouth sequential analysis in Asplund spaces. Transactions of the American Mathematical Society 348(4) (1996), 1235–1280.

    Google Scholar 

  19. Thibault, L., On subdifferentials of optimal value functions. SIAM J. Control and Optimization, 29(5) (1991) 1019–1036.

    Google Scholar 

  20. Zowe, J. and Kurcyusz, S., Regularity and stability for the mathematical programming problem in Banach spaces. Applied Math. Optimization 5 (1979), 49–62.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Amahroq, T., Gadhi, N. On the Regularity Condition for Vector Programming Problems. Journal of Global Optimization 21, 433–441 (2001). https://doi.org/10.1023/A:1012748412618

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1012748412618

Navigation