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Second-order necessary conditions for bilevel programs via KKT reformulation
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The KKT reformulation is widely recognized as a prominent approach for analyzing bilevel op
timization problems, especially in the case of convex lower-level problems. This paper focuses on exploring
the KKT reformulation and deriving second-order necessary optimality conditions for local solutions to bilevel
programs. The derived optimality conditions are formulated within the framework of recently established con
straint qualifications for nonlinear optimization problems. Specifically, three types of second-order necessary
optimality conditions are presented based on Clarke, Mordukhovich and strong stationarity conditions
Technical University of Cluj Napoca, North University Center of Baia Mare
Title: Second-order necessary conditions for bilevel programs via KKT reformulation
Description:
The KKT reformulation is widely recognized as a prominent approach for analyzing bilevel op
timization problems, especially in the case of convex lower-level problems.
This paper focuses on exploring
the KKT reformulation and deriving second-order necessary optimality conditions for local solutions to bilevel
programs.
The derived optimality conditions are formulated within the framework of recently established con
straint qualifications for nonlinear optimization problems.
Specifically, three types of second-order necessary
optimality conditions are presented based on Clarke, Mordukhovich and strong stationarity conditions.
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