Skip to main content
Log in

On the Image Regularity Condition

  • Published:
Journal of Optimization Theory and Applications Aims and scope Submit manuscript

Abstract

In this paper, we continue the analysis of the image regularity condition (IRC) as introduced in a previous paper where we have proved that IRC implies the existence of generalized Lagrange-John multipliers with first component equal to 1. The term generalized is connected with the fact that the separation (in the image space) is not necessarily linear (when we have classic Lagrange-John multipliers), but it can be also nonlinear. Here, we prove that the IRC guarantees, also in the nondifferentiable case, the fact that 0 is a solution of the first-order homogeneized (linearized) problem obtained by means of the Dini-Hadamard derivatives.

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.

References

  1. Clarke, F., Optimization and Nonsmooth Analysis, Wiley, New York, NY, 1984.

    Google Scholar 

  2. Dien, P. H., Mastroeni, G., Pappalardo, M., and Quang, P. H., Regularity Conditions for Constrained Extremum Problems via Image Space: The Linear Case, Lecture Notes in Economics and Mathematical Systems, Springer, Berlin, Germany, Vol. 405, pp. 145–153, 1996.

    Google Scholar 

  3. Dien, P. H., Mastroeni, G., Pappalardo, M., and Quang, P. H., Regularity Conditions for Constrained Extremum Problems via Image Space, Journal of Optimization Theory and Applications, Vol. 80, pp. 19–34, 1994.

    Google Scholar 

  4. Giannessi, F., Theorems of the Alternative and Optimality Conditions, Journal of Optimization Theory and Applications, Vol. 42, pp. 331–365, 1984.

    Google Scholar 

  5. Kurcyusz, S., On the Existence and Nonexistence of Lagrange Multipliers in a Banach Space, Journal of Optimization Theory and Applications, Vol. 20, pp. 81–110, 1976.

    Google Scholar 

  6. Mangasarian, O. L., and Fromovitz, S., The Fritz-John Necessary Condition in the Presence of Equality and Inequality Constraints, Journal of Optimization Theory and Applications, Vol. 7, pp. 37–47, 1967.

    Google Scholar 

  7. Penot, J. P., A New Constraint Qualification Condition, Journal of Optimization Theory and Applications, Vol. 48, pp. 459–468, 1986.

    Google Scholar 

  8. Zowe, J., and Kurcyusz, S., Regularity and Stability for the Mathematical Programming Problem in Banach Spaces, Applied Mathematics and Optimization, Vol. 5, pp. 49–62, 1979. 678 JOTA: VOL. 121, NO. 3, JUNE 2004

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Pappalardo, M. On the Image Regularity Condition. Journal of Optimization Theory and Applications 121, 673–678 (2004). https://doi.org/10.1023/B:JOTA.0000037687.36868.5a

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/B:JOTA.0000037687.36868.5a

Navigation