Value Functions and Their Directional Derivatives in Parametric Nonlinear Programming

Value Functions and Their Directional Derivatives in Parametric Nonlinear Programming

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Article ID: iaor20163662
Volume: 171
Issue: 2
Start Page Number: 440
End Page Number: 464
Publication Date: Nov 2016
Journal: Journal of Optimization Theory and Applications
Authors: , ,
Keywords: programming: nonlinear
Abstract:

We study questions of existence and calculation of directional derivatives of value functions of nonlinear mathematical programming problems depending on parameters. To this end, we use the directional derivatives of the multivalued mappings, defined by the constraints of the problems; this approach was pioneered by Demyanov. We obtain sufficient conditions for existence and explicit formulas for calculating the directional derivatives of the first and second orders, under weaker hypotheses than those traditionally assumed.

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