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Nonlinear scalarization functions and polar cone in set optimization

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Abstract

In this paper, some new nonlinear scalarization functions are introduced and some of their properties are investigated. Using these functions and the polar cone, we characterize set optimal solutions of set optimization problems. Also, some relationships between the cone-convexity (resp. cone-quasiconvexity) of a set-valued map and the convexity (resp. quasiconvexity) of its scalarized versions are established.

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References

  1. Aubin, J.P., Cellina, A.: Differential Inclusions: Set-Valued Maps and Viability Theory, Grundlehren Math. Wiss., vol. 264. Springer, Berlin (1984)

  2. Aubin, J.P., Frankowska, H.: Set-Valued Analysis. Birkhauser, Boston (1990)

    MATH  Google Scholar 

  3. Klein, E., Thompson, A.C.: Theory of Correspondences. Including Applications to Mathematical Economics. In: Canad. Math. Soc. Ser. Monographs Adv. Texts. Wiley, New York (1984)

  4. Maeda, T.: Multi-objective Decision Making and Its Applications to Economic Analysis. Makino-Syoten (1996)

  5. Chen, G.Y., Jahn, J.: Optimality conditions for set-valued optimization problems. Math. Methods Oper. Res. 48, 187–200 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  6. Corley, H.W.: Existence and Lagrangian duality for maximizations of set-valued functions. J. Optim. Theory Appl. 54, 498–501 (1987)

    Article  MathSciNet  Google Scholar 

  7. Ha, T.X.D.: Lagrange multipliers for set-valued optimization problems associated with coderivatives. J. Math. Anal. Appl. 311, 647–663 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  8. Kuroiwa, D., Tanaka, T., Ha, T.X.D.: On cone convexity of set-valued maps. Nonlinear Anal. TMA 30(3), 1487–1496 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  9. Kuroiwa, D.: The natural criteria in set-valued optimization. RIMS Kokyuroku 1031, 85–90 (1998)

    MathSciNet  MATH  Google Scholar 

  10. Hernández, E., Rodríguez-Marín, L., Sama, M.: On solutions of set-valued optimization problems. J. Optim. Comput. Math. Appl. 60, 1401–1408 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  11. Jahn, J., Ha, T.X.D.: New order relations in set optimization. J. Optim. Theory Appl. 148, 209–236 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  12. Jahn, J.: Vectorization in set optimization. J. Optim. Theory Appl. (2013). doi:10.1007/s10957-013-0363-z

  13. Maeda, T.: On optimization problems with set-valued objective maps: existence and optimality. J. Optim. Theory Appl. 153, 263–279 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  14. Gerth, C., Weidner, P.: Nonconvex separation theorems and some applications in vector optimization. J. Optim. Theory Appl. 67, 297–320 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  15. Luc, D.T.: Theory of Vector Optimization, Lecture Notes in Econom. and Math. Systems, vol. 319. Springer, Berlin (1989)

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

    MATH  Google Scholar 

  17. Gutiérrez, C., Miglierina, E., Molho, E., Novo, V.: Pointwise well-posedness in set optimization with cone proper sets. Nonlinear Anal. 75, 1822–1833 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  18. Hernández, H., Rodríguez-Marín, L.: Nonconvex scalarization in set optimization with set-valued maps. J. Math. Anal. Appl. 325, 1–18 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  19. Hamel, A., Löhne, A.: Minimal element theorems and Ekelands principle with set relations. J. Nonlinear Convex Anal. 7, 19–37 (2006)

    MathSciNet  MATH  Google Scholar 

  20. Khoshkhabar-amiranloo, S., Soleimani-damaneh, M.: Scalarization of set-valued optimization problems and variational inequalities in topological vector spaces. Nonlinear Anal. 75, 1429–1440 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  21. Zhang, W.Y., Li, S.J., Teo, K.L.: Well-posedness for set optimization problems. Nonlinear Anal. 71, 3769–3778 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  22. 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  MATH  Google Scholar 

  23. Sach, P.H.: New nonlinear scalarization functions and applications. Nonlinear Anal. 75, 2281–2292 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  24. Nam, N.M., Zălinescu, C.: Variational analysis of directional minimal time functions and applications to location problems. Set-Valued Var. Anal. 21(2), 405–430 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  25. La Torre, D., Popovici, N., Rocca, M.: Scalar characterizations of weakly cone-convex and weakly cone-quasiconvex functions. Nonlinear Anal. 72, 1909–1915 (2010)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgments

The authors are grateful to the anonymous referees for their helpful comments on the first version of this paper.

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Correspondence to E. Khorram.

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Khoshkhabar-amiranloo, S., Khorram, E. & Soleimani-damaneh, M. Nonlinear scalarization functions and polar cone in set optimization. Optim Lett 11, 521–535 (2017). https://doi.org/10.1007/s11590-016-1027-3

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  • DOI: https://doi.org/10.1007/s11590-016-1027-3

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