Optimality Conditions for Optimistic Bilevel Programming Problem Using Convexifactors

Optimality Conditions for Optimistic Bilevel Programming Problem Using Convexifactors

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Article ID: iaor2012630
Volume: 152
Issue: 3
Start Page Number: 632
End Page Number: 651
Publication Date: Mar 2012
Journal: Journal of Optimization Theory and Applications
Authors:
Keywords: programming: convex
Abstract:

In this article, we introduce two versions of nonsmooth extension of Abadie constraint qualification in terms of convexifactors and Clarke subdifferential and employ the weaker one to develop new necessary Karush–Kuhn–Tucker type optimality conditions for optimistic bilevel programming problem with convex lower‐level problem, using an upper estimate of Clarke subdifferential of value function in variational analysis and the concept of convexifactor.

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