A natural extension of the classical envelope theorem in vector differential programming

The aim of this paper is to extend the classical envelope theorem from scalar to vector differential programming. The obtained result allows us to measure the quantitative behaviour of a certain set of optimal values (not necessarily a singleton) characterized to become minimum when the objective fu...

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Veröffentlicht in:Journal of global optimization 2015-12, Vol.63 (4), p.757-775
Hauptverfasser: García Castaño, F., Melguizo Padial, M. A.
Format: Artikel
Sprache:eng
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Zusammenfassung:The aim of this paper is to extend the classical envelope theorem from scalar to vector differential programming. The obtained result allows us to measure the quantitative behaviour of a certain set of optimal values (not necessarily a singleton) characterized to become minimum when the objective function is composed with a positive function, according to changes of any of the parameters which appear in the constraints. We show that the sensitivity of the program depends on a Lagrange multiplier and its sensitivity.
ISSN:0925-5001
1573-2916
DOI:10.1007/s10898-015-0307-2