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Necessary Optimality Conditions and a New Approach to Multiobjective Bilevel Optimization Problems

Author

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  • N. Gadhi

    (Sidi Mohamed Ben Abdellah University)

  • S. Dempe

    (Technical University Bergakademie Freiberg)

Abstract

Multiobjective optimization problems typically have conflicting objectives, and a gain in one objective very often is an expense in another. Using the concept of Pareto optimality, we investigate a multiobjective bilevel optimization problem (say, P). Our approach consists of proving that P is locally equivalent to a single level optimization problem, where the nonsmooth Mangasarian–Fromovitz constraint qualification may hold at any feasible solution. With the help of a special scalarization function introduced in optimization by Hiriart–Urruty, we convert our single level optimization problem into another problem and give necessary optimality conditions for the initial multiobjective bilevel optimization problem P.

Suggested Citation

  • N. Gadhi & S. Dempe, 2012. "Necessary Optimality Conditions and a New Approach to Multiobjective Bilevel Optimization Problems," Journal of Optimization Theory and Applications, Springer, vol. 155(1), pages 100-114, October.
    • Handle: RePEc:spr:joptap:v:155:y:2012:i:1:d:10.1007_s10957-012-0046-1
    DOI: 10.1007/s10957-012-0046-1
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    References listed on IDEAS

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    1. S. Dempe & N. Gadhi, 2010. "Second order optimality conditions for bilevel set optimization problems," Journal of Global Optimization, Springer, vol. 47(2), pages 233-245, June.
    2. T. Q. Bao & P. Gupta & B. S. Mordukhovich, 2007. "Necessary Conditions in Multiobjective Optimization with Equilibrium Constraints," Journal of Optimization Theory and Applications, Springer, vol. 135(2), pages 179-203, November.
    3. J. B. Hiriart-Urruty, 1979. "Tangent Cones, Generalized Gradients and Mathematical Programming in Banach Spaces," Mathematics of Operations Research, INFORMS, vol. 4(1), pages 79-97, February.
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    Cited by:

    1. Thai Doan Chuong, 2020. "Optimality conditions for nonsmooth multiobjective bilevel optimization problems," Annals of Operations Research, Springer, vol. 287(2), pages 617-642, April.
    2. Allahkaram Shafie & Farid Bozorgnia, 2019. "A Note on the Paper “Optimality Conditions for Vector Optimization Problems with Difference of Convex Maps”," Journal of Optimization Theory and Applications, Springer, vol. 182(2), pages 837-849, August.

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