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European Journal of Operational Research
Volume 180, Issue 1, 1 July 2007, Pages 479-484
 
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doi:10.1016/j.ejor.2006.04.012    How to Cite or Link Using DOI (Opens New Window)
Copyright © 2006 Elsevier B.V. All rights reserved.

Short Communication

An elementary proof of the Fritz-John and Karush–Kuhn–Tucker conditions in nonlinear programming

Ş.İ. Birbila, E-mail The Corresponding Author, J.B.G. Frenkb, Corresponding Author Contact Information, E-mail The Corresponding Author and G.J. Stillc, E-mail The Corresponding Author

aFaculty of Engineering and Natural Sciences, Sabancı University, Orhanli-Tuzla, 34956 Istanbul, Turkey bEconometric Institute, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, The Netherlands cDepartment of Mathematical Sciences, University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands

Received 29 October 2005; 
accepted 12 April 2006. 
Available online 8 June 2006.

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Abstract

In this note we give an elementary proof of the Fritz-John and Karush–Kuhn–Tucker conditions for nonlinear finite dimensional programming problems with equality and/or inequality constraints. The proof avoids the implicit function theorem usually applied when dealing with equality constraints and uses a generalization of Farkas lemma and the Bolzano-Weierstrass property for compact sets.

Keywords: Nonlinear programming; Fritz-John conditions; Karush–Kuhn–Tucker conditions

Article Outline

1. Introduction
2. The FJ and KKT conditions for problems (P) and (Q)
3. Conclusion
Appendix A
References

 
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