Skip to main content
Log in

On uniqueness of Kuhn-Tucker multipliers in nonlinear programming

  • Published:
Mathematical Programming Submit manuscript

Abstract

Recently Fujiwara, Han and Mangasarian introduced a new constraint qualification which is a slight tightening of the well-known Mangasarian—Fromovitz constraint qualification. We show that this new qualification is a necessary and sufficient condition for the uniqueness of Kuhn—Tucker multipliers. We also show that it implies the satisfaction of second order necessary optimality conditions at a local minimum.

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. A. Ben-Tal, “Second-order and related extremality conditions in nonlinear programming”,Journal of Optimization Theory and Applications 31 (1980), 143–165.

    Google Scholar 

  2. A. Ben-Tal and J. Zowe, “A unified theory of first and second-order conditions for extremum problems in topological vector spaces”,Mathematical Programming Study 19 (1982), 39–76.

    Google Scholar 

  3. A.V. Fiacco and G.P. McCormick,Nonlinear programming: Sequential unconstrained minimization techniques (Wiley, New York, 1968).

    Google Scholar 

  4. O. Fujiwara, S.-P. Han and O.L. Mangasarian, “Local duality of nonlinear programs”,SIAM Journal on Control and Optimization 22 (1984), 162–169.

    Google Scholar 

  5. J. Gauvin, “A necessary and sufficient regularity condition to have bounded multipliers in nonconvex programming”,Mathematical Programming 12 (1977), 136–138.

    Google Scholar 

  6. M.R. Hestenes,Optimization theory—The finite-dimensional case (Wiley, New York, 1975).

    Google Scholar 

  7. O.L. Mangasarian,Nonlinear programming (McGraw-Hill, New York, 1969).

    Google Scholar 

  8. O.L. Mangasarian, “Uniqueness of solution in linear programming”,Linear Algebra and its Applications 25 (1979), 151–162.

    Google Scholar 

  9. H. Maurer and T. Zowe, “First and second-order necessary and sufficient optimality conditions for infinite-dimensional programming problems”,Mathematical Programming Study 16 (1979), 98–110.

    Google Scholar 

  10. G.P. McCormick, “Optimality criteria in nonlinear programming”, in:SIAM-AMS Proceedings, Vol. 9 (SIAM, Philadelphia, 1976), 27–38.

    Google Scholar 

  11. D.W. Peterson, “A review of constraint qualifications in finite-dimensional spaces”,SIAM Review 15 (1973), 639–654.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kyparisis, J. On uniqueness of Kuhn-Tucker multipliers in nonlinear programming. Mathematical Programming 32, 242–246 (1985). https://doi.org/10.1007/BF01586095

Download citation

  • Received:

  • Revised:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF01586095

Key words

Navigation