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Duality and Its Applications to Optimality Conditions with Nonsolid Cones

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Abstract

In this paper, we first establish the weak, strong, and converse duality theorems for a pair of primal–dual problems in set-valued optimization concerning Q-efficient solutions. Then, duality theorems for quasi-relative efficient solutions and Henig efficient solutions are implied with Q being appropriately chosen cones. Finally, their applications to optimality conditions in the Kuhn–Tucker type are obtained.

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References

  1. Jahn, J.: Vector Optimization: Theory, Applications and Extensions. Springer, Berlin (2004)

    Book  MATH  Google Scholar 

  2. Luc, D.T.: Theory of Vector Optimization, Lecture Notes in Economics and Mathematical Sciences. Springer, Berlin (1989)

    Google Scholar 

  3. Rockafellar, R.T., Wets, R.J.B.: Variational Analysis, 3rd edn. Springer, Berlin (2009)

    MATH  Google Scholar 

  4. Anh, N.L.H.: Higher-order optimality conditions in set-valued optimization using Studniarski derivatives and applications to duality. Positivity 18, 449–473 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  5. Chen, C.R., Li, S.J., Teo, K.L.: Higher-order weak epiderivatives and applications to duality and optimality conditions. Comput. Math. Appl. 57, 1389–1399 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  6. Li, S.J., Teo, K.L., Yang, X.Q.: Higher-order Mond–Weir duality for set-valued optimization. J. Comput. Appl. Math. 217, 339–349 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  7. Sach, P.H., Craven, B.D.: Invex multifunctions and duality. Numer. Func. Anal. Optim. 12, 575–591 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  8. Wang, Q.L., Li, S.J.: Higher-order weakly generalized adjacent epiderivatives and applications to duality of set-valued optimization. J. Inequal. Appl. Article ID 462637 (2009)

  9. Wang, Q.L., Li, S.J., Chen, C.R.: Higher-order generalized adjacent derivatives and applications to duality for set-valued optimization. Taiwan. J. Math. 15, 1021–1036 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  10. Gowda, M.S., Teboulle, M.: A comparison of constraint qualifications in infinite-dimensional convex programming. SIAM J. Control Optim. 28, 925–935 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  11. Schaefer, H.H.: Banach Lattices and Positive Operators. Springer, Berlin (1974)

    Book  MATH  Google Scholar 

  12. Zǎlinescu, C.: Convex Analysis in General Vector Spaces. World Scientific, Singapore (2002)

    Book  MATH  Google Scholar 

  13. Borwein, J.M., Lewis, A.S.: Partially finite convex programming, Part I : quasi relative interiors and duality theory. Math. Program. 57, 15–48 (1992)

    Article  MATH  Google Scholar 

  14. Zhou, Z.A., Yang, X.M.: Optimality conditions of generalized subconvexlike set-valued optimization problems based on the quasi-relative interior. J. Optim. Theory Appl. 150, 327–340 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  15. Boţ, R.I., Csetnek, E.R., Wanka, G.: Regularity conditions via quasi-relative interior in convex programming. SIAM J. Optim. 19, 217–233 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  16. Ha, T.X.D.: Optimality conditions for various efficient solutions involving coderivatives: from set-valued optimization problems to set-valued equilibrium problems. Nonlinear Anal. TMA 75, 1305–1323 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  17. Anh, N.L.H., Khanh, P.Q., Tung, L.T.: Higher-order radial derivatives and optimality conditions in nonsmooth vector optimization. Nonlinear Anal. TMA 74, 7365–7379 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  18. De Araujo, A.P., Monteiro, P.K.: On programming when the positive cone has an empty interior. J. Optim. Theory Appl. 67, 395–410 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  19. Boţ, R.I., Csetnek, E.R., Moldovan, A.: Revisiting some duality theorems via the quasi-relative interior in convex optimization. J. Optim. Theory Appl. 139, 67–84 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  20. Khan, A.A., Tammer, C., Zǎlinescu, C.: Set-valued Optimization: An Introduction with Applications. Springer, Heidelberg (2015)

    Book  MATH  Google Scholar 

  21. Breckner, W.W., Kassay, G.: A systematization of convexity concepts for sets and functions. J. Convex Anal. 4, 1–19 (1997)

    MathSciNet  MATH  Google Scholar 

  22. Durea, M.: Optimality conditions for weak and firm efficiency in set-valued optimization. J. Math. Anal. Appl. 44, 1018–1028 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  23. Khanh, P.Q., Tuan, N.D.: Variational sets of multivalued mappings and a unified study of optimality conditions. J. Optim. Theory Appl. 139, 45–67 (2008)

    MathSciNet  MATH  Google Scholar 

  24. Li, S.J., Chen, C.R.: Higher-order optimality conditions for Henig efficient solutions in set-valued optimization. J. Math. Anal. Appl. 323, 1184–1200 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  25. Li, S.J., Teo, K.L., Yang, X.Q.: Higher-order optimality conditions for set-valued optimization. J. Optim. Theory Appl. 137, 533–553 (2008)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgments

This study was supported by the project of the Moravian-Silesian Region, Czech Republic reg. no. 02692/2014/RRC. The author is grateful to two anonymous referees for their valuable comments.

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Correspondence to Nguyen Le Hoang Anh.

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Communicated by Rosihan M. Ali.

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Anh, N.L.H. Duality and Its Applications to Optimality Conditions with Nonsolid Cones. Bull. Malays. Math. Sci. Soc. 41, 1061–1076 (2018). https://doi.org/10.1007/s40840-016-0375-6

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  • DOI: https://doi.org/10.1007/s40840-016-0375-6

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