Optimality conditions for nonconvex bilevel programming problems

Optimality conditions for nonconvex bilevel programming problems

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Article ID: iaor20001173
Country: China
Volume: 10
Issue: 2
Start Page Number: 183
End Page Number: 192
Publication Date: Apr 1997
Journal: Journal of Systems Science and Complexity
Authors: ,
Keywords: bilevel optimization
Abstract:

In this paper, the authors derive an exact penalty function for nonconvex bilevel programming problem based on its KS form. Based on this exact penalty function a sufficient condition for KS to be partially calm is presented and a necessary optimality condition for nonconvex bilevel programming problems is given. Some existing results about the differentiability of the value function of the lower level programming problem are extended and a sufficient condition for CRCQ to hold for VS form of BLPP with linear lower level programming problem is also given.

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