Skip to main content
Log in

Necessary optimality criteria in mathematical programming in normed linear spaces

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

Abstract

In this study, we develop optimality criteria for a mathematical programming problem. The constraints are defined by an arbitrary set as well as infinitely many equality and inequality constraints. Necessary conditions of the Kuhn-Tucker type are obtained.

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. Halkin, H.,Nonlinear Nonconvex Programming in an Infinite-Dimensional Space, Mathematical Theory of Control, Edited by A. V. Balakrishnan and L. W. Neustadt, Academic Press, New York, 1967.

    Google Scholar 

  2. Halkin, H.,A Satisfactory Treatment of Equality and Operator Constraints in the Dubovitskii-Milyutin Optimization Formalism, Journal of Optimization Theory and Applications, Vol. 6, No. 2, 1970.

  3. Halkin, H., andNeustadt, L. W.,General Necessary Conditions for Optimization Problems, Proceedings of the National Academy of Science, Vol. 56, No. 4, 1966.

  4. Neustadt, L. W.,A General Theory of Extremals, Journal of Computer and System Sciences, Vol. 3, No. 1, 1969.

  5. Neustadt, L. W.,Sufficiency Conditions and a Duality Theory for Mathematical Programming Problem in Arbitrary Linear Spaces, Nonlinear Programming, Edited by J. B. Rosen, O. L. Mangasarian, and K. Ritter, Academic Press, New York, 1970.

    Google Scholar 

  6. Neustadt, L. W.,Optimal Control Problems as Extremal Problems in a Banach Space, Proceedings of the Symposium on System Theory, Polytechnic Institute of Brooklyn, Brooklyn, New York, 1965.

    Google Scholar 

  7. Dubovitskii, A. Ya., andMilyutin, A. A.,Extremum Problems in the Presence of Restrictions, USSR Computational Mathematics and Mathematical Physics, Vol. 5, No. 1, 1965.

  8. Altman, M.,A General Maximum Principle for Optimization Problems, Studia Mathematica, Vol. 31, No. 4, 1968.

  9. Craven, B. D.,A Generalization of Lagrange Multipliers, Bulletin of Australian Mathematical Society, Vol. 3, pp. 353–362, 1970.

    Google Scholar 

  10. Flett, T. M.,On Differentiation in Normed Vector Spaces, Journal of the London Mathematical Society, Vol. 42, pp. 523–533, 1967.

    Google Scholar 

  11. Virsan, C.,Necessary Conditions for Optimization Problems with Operational Constraints, SIAM Journal on Control, Vol. 8, No. 4, 1970.

  12. Bazaraa, M. S., andGoode, J. J.,Necessary Optimality Criteria in Mathematical Programming in the Presence of Differentiability, Journal of Mathematical Analysis and Applications, Vol. 40, No. 3, 1972.

  13. Abadie, J.,On the Kuhn-Tucker Theorem, Nonlinear Programming, Edited by J. Abadie, North Holland Publishing Company, Amsterdam, Holland, 1967.

    Google Scholar 

  14. Bazaraa, M. S., Goode, J. J., andNashed, M. Z.,On the Cones of Tangents with Application to Mathematical Programming (to appear).

  15. Mangasarian, O. L., andFromovitz, S.,The Fritz John Necessary Optimality Conditions in the Presence of Equality and Inequality Constraints, Journal of Mathematical Analysis and Applications, Vol. 17, No. 1, 1967.

  16. Luenberger, D. G.,Optimization by Vector Space Methods, John Wiley and Sons, New York, 1969.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

Communicated by H. Halkin

The authors wish to thank Professor M. Z. Nashed, School of Mathematics, Georgia Institute of Technology, for helpful discussion and for bringing to their attention Refs. 8–10.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Bazaraa, M.S., Goode, J.J. Necessary optimality criteria in mathematical programming in normed linear spaces. J Optim Theory Appl 11, 235–244 (1973). https://doi.org/10.1007/BF00935191

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF00935191

Keywords

Navigation