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A limiting subdifferential version of Ekeland’s variational principle in set optimization

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Abstract

The paper is devoted to a new subdifferential version of Ekeland’s variational principle for set-valued maps in terms of Mordukhovich’s limiting differentiation, where Kuroiwa’s lower set-less preorder is used to compare images of set-valued maps. As a consequence, we study necessary conditions for strict positive minimizers of set-valued maps.

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References

  1. Aubin, J.-P., Ekeland, I.: Applied Nonlinear Analysis. Wiley, New York (1984)

    MATH  Google Scholar 

  2. Bao, T.Q.: Subdifferential necessary conditions for extremal solutions to set-valued optimization problems with equilibrium constraints. Optimization 63(2), 181–205 (2014)

    Article  MathSciNet  Google Scholar 

  3. Bao, T.Q., Mordukhovich, B.S.: Relative Pareto minimizers for multiobjective problems: existence and optimality conditions. Math. Program. 122, 101–138 (2010)

    Article  MathSciNet  Google Scholar 

  4. Bao, T.Q., Tammer, C.: Subdifferentials and SNC property of scalarization functions with uniform level set and applications. J. Nonlinear Var. Anal. 2(3), 355–378 (2018)

    MATH  Google Scholar 

  5. Ekeland, I.: Nonconvex minimization problems. Bull. Am. Math. Soc. 1, 432–467 (1979)

    Article  MathSciNet  Google Scholar 

  6. Fan, K.: A minimax inequality and applications. In: Inequalities III, Proceeding of the 3rd Symposium Dedicated to the Memory of Theodore S. Motzkin, University of California, Los Angeles, California 1969. Academic Press, New York, NY, pp. 103–113 (1972)

  7. Ferro, F.: An optimization result for set-valued mappings and a stability property in vector problems with constraints. J. Optim. Theory Appl. 90, 63–77 (1996)

    Article  MathSciNet  Google Scholar 

  8. Göpfert, A., Riahi, H., Tammer, C., Zălinescu, C.: Variational Methods in Partially Ordered Spaces. Springer, New York (2003)

    MATH  Google Scholar 

  9. Ha, T.X.D.: Some variants of the Ekeland variational principle for a set-valued map. J. Optim. Theory Appl. 124, 187–206 (2005)

    Article  MathSciNet  Google Scholar 

  10. Jahn, J.: Vector Optimization: Theory, Application and Extensions. Springer, Berlin (2004)

    Book  Google Scholar 

  11. Khanh, P.Q., Quy, D.N.: Versions of Ekeland’s variational principle involving set perturbations. J. Glob. Optim. 57, 951–968 (2013)

    Article  MathSciNet  Google Scholar 

  12. Kuroiwa, D.: On set-valued optimization. In: Proceedings of the 3rd World Congress of Nonlinear Analysts, Part 2 (Catania, 2000). Nonlinear Anal. 47:1395–1400 (2001)

  13. Luc, D.T.: Theory of Vector Optimization. Lecture Notes in Economics and Mathematical System, vol. 319. Springer, Berlin (1989)

    Book  Google Scholar 

  14. Mordukhovich, B.S.: Variational Analysis and Generalized Differentiation, I: Basic Theory, II: Applications. Springer, Berlin (2006)

    Google Scholar 

  15. Mordukhovich, B.S., Shao, Y.: Nonsmooth sequential analysis in Asplund spaces. Trans. Am. Math. Soc. 348, 1235–1280 (1996)

    Article  MathSciNet  Google Scholar 

  16. Qiu, J.H.: A pre-order principle and set-valued Ekeland variational principle. J. Math. Anal. Appl. 419, 904–937 (2014)

    Article  MathSciNet  Google Scholar 

  17. Young, R.C.: The algebra of many-valued quantities. Math. Ann. 104, 260–290 (1931)

    Article  MathSciNet  Google Scholar 

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Acknowledgements

This research was done during the visit of the authors to King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia, and it was support by a KFUPM funded research Project # IN171032. Authors are grateful to KFUPM for providing excellent research facilities during their visit to KFUPM. Authors are also grateful to the referees for their valuable comments and helpful suggestions, which have greatly improved this paper.

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Correspondence to Qamrul Hasan Ansari.

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Ansari, Q.H., Bao, T.Q. A limiting subdifferential version of Ekeland’s variational principle in set optimization. Optim Lett 15, 1537–1551 (2021). https://doi.org/10.1007/s11590-019-01489-8

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