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article · Journal of Industrial and Management Optimization

Approximate Karush-Kuhn-Tucker conditions for nonsmooth bilevel optimization problems

20241 citationOpen accessAl Akhawayn University

Abstract

Lv et al. (JIMO 20(1):270-299, 2024) introduced the concept of approximate Karush-Kuhn-Tucker (AKKT) conditions for smooth bilevel optimization problems and obtained some AKKT-type necessary optimality conditions for weak efficient solutions. In this paper, we extend these optimality conditions to non-smooth bilevel optimization problems by utilizing the optimal value reformulation. We also explore how to ensure any AKKT point satisfies the KKT conditions through a suitable constraint qualification. Furthermore, we analyze a special case where AKKT conditions become necessary for any local minimizer.

Research topics

  • Optimization and Variational Analysis
  • Fixed Point Theorems Analysis
  • Fractional Differential Equations Solutions

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DOI: 10.3934/jimo.2024113

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