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Original Articles

Differentiability in optimization theoryFootnote1

Pages 497-513 | Published online: 27 Jun 2007
 

Abstract

This paper deals with necessary conditions for optimization problems with infinitely many inequality constraints assuming various differentiability conditions. By introducing a second topology N on a topological vector space we define generalized versions of differentiability and tangential cones. Different choices of N lead to Gâteaux-, Hadamaed- and weak differentiability with corresponding tangential cones. The general concept is used to derive necessary conditions for local optimal points in form of inequalities and generalized multiplier rules, Special versions of these theorems are obtained for different differentiability assumptions by choosing properly. An application to approximation theory is given.

1This paper was partially completed during the author's stay at North Carolina State University at Raleigh, Graduate Program In Operations Research and Department of Mathematics

1This paper was partially completed during the author's stay at North Carolina State University at Raleigh, Graduate Program In Operations Research and Department of Mathematics

Notes

1This paper was partially completed during the author's stay at North Carolina State University at Raleigh, Graduate Program In Operations Research and Department of Mathematics

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