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Set Optimization Meets Variational Inequalities

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Set Optimization and Applications - The State of the Art

Part of the book series: Springer Proceedings in Mathematics & Statistics ((PROMS,volume 151))

Abstract

We study necessary and sufficient conditions to attain solutions of set optimization problems in terms of variational inequalities of Stampacchia and Minty type. The notion of solution we deal with has been introduced by Heyde and Löhne in 2011. To define the set-valued variational inequality, we introduce a set-valued directional derivative that we relate to Dini derivatives of a family of scalar problems. Optimality conditions are given by Stampacchia and Minty type variational inequalities, defined both by set-valued directional derivatives and by Dini derivatives of the scalarizations. The main results allow to obtain known variational characterizations for vector optimization problems as special cases.

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References

  1. Aliprantis, C.D., Border, K.C.: Infinite Dimensional Analysis: A Hitchhiker’s Guide. Studies in Economic Theory, vol. 4. Springer, Berlin (2006)

    MATH  Google Scholar 

  2. Aubin, J.-P., Frankowska, H.: Set-Valued Analysis. Systems & Control: Foundations & Applications, vol. 2. Birkhäuser Boston Inc., Boston, MA (1990)

    Google Scholar 

  3. Crespi, G.P., Ginchev, I., Rocca, M.: First-order optimality conditions in set-valued optimization. Math. Methods Oper. Res. 63(1), 87–106 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  4. Crespi, G.P., Ginchev, I., Rocca, M.: Some remarks on the minty vector variational principle. J. Math. Anal. Appl. 345(1), 165–175 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  5. Dedekind, R.: Stetigkeit und irrationale Zahlen. In: Fricke, R., Noether, E., Ore, Ö. (eds.) Richard Dedekind Gesammelte Mathematische Werke, 5th edn 1927 (1872). Druck und Verlag von Friedr. Vieweg & Sohn Akt.-Ges, Braunschweig (1932)

    Google Scholar 

  6. Fuchs, L.: Teilweise Geordnete Algebraische Strukturen. Vandenhoeck u. Ruprecht, Göttingen (1966)

    MATH  Google Scholar 

  7. Galatos, N.: Residuated Lattices: An Algebraic Glimpse at Substructural Logics. Elsevier Science Ltd, Boston (2007)

    MATH  Google Scholar 

  8. Getan, J., Martinez-Legaz, J.E., Singer, I.: (*, s)-Dualities. J. Math. Sci. 115(4), 2506–2541 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  9. Giannessi, F.:Theorems of alternative, quadratic programs and complementarity problems, in Variational inequalities and complementarity problems. In: Proc. Internat. School, Erice, pp. 151–186. Wiley, Chichester, 1978 (1980)

    Google Scholar 

  10. Giannessi, F.: On Minty variational principle, in New Trends in Mathematical Programming. Series on Applied Optimization, 13:93–99. Kluwer Academic Publishers, Boston (1998)

    Book  MATH  Google Scholar 

  11. Göpfert, A., Riahi, H., Tammer, C., Zălinescu, C.: Variational Methods in Partially Ordered Spaces. CMS Books in Mathematics/Ouvrages de Mathématiques de la SMC, 17. Springer, New York (2003)

    Google Scholar 

  12. Hamel, A.H.: Variational Principles on Metric and Uniform Spaces. Habilitation thesis, MLU Halle-Wittenberg, Halle (2005)

    Google Scholar 

  13. Hamel, A.H.: A duality theory for set-valued functions i: fenchel conjugation theory. Set-Valued Var. Anal. 17(2), 153–182 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  14. Hamel, A.H., Schrage, C.: Notes on extended real- and set-valued functions. J. Convex Anal. 19(2), 355–384 (2012)

    MathSciNet  MATH  Google Scholar 

  15. Hamel, A.H., Schrage, C.: Directional derivative and subdifferentials of set–valued convex functions. Pac. J. Optim. 10(4), 667–689 (2014)

    Google Scholar 

  16. Hernández, E., Rodríguez-Marín, L.: Duality in set optimization with set-valued maps. Pac. J. Optim. 3(2), 245–255 (2007)

    MathSciNet  MATH  Google Scholar 

  17. Hernández, E., Rodríguez-Marín, L.: Existence theorems for set optimization problems. Nonlinear Anal. 67(6), 1726–1736 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  18. Heyde, F., Löhne, A.: Solution concepts in vector optimization. a fresh look at an old story. Optim. 60(12), 1421–1440 (2011)

    Google Scholar 

  19. Heyde, F., Schrage, C.: Continuity of set-valued maps and a fundamental duality formula for set-valued optimization. J. Math. Anal. Appl. 397(2), 772–784 (2013)

    Article  MathSciNet  MATH  Google Scholar 

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

    Book  MATH  Google Scholar 

  21. Löhne, A.: Vector Optimization with Infimum and Supremum. Springer, Berlin (2011)

    Book  MATH  Google Scholar 

  22. Martınez-Legaz, J.E., Singer, I.: Dualities associated to binary operations on \(\bar{R}\). J. Convex Anal. 2(1–2), 185–209 (1995)

    MathSciNet  MATH  Google Scholar 

  23. Rockafellar, R.T., Wets, R.J.B.: Variational Analysis. Springer, Berlin (2004)

    MATH  Google Scholar 

  24. Schrage, C.: Set-valued Convex Analyis. Ph.D. thesis, MLU Halle-Wittenberg, Halle (2009)

    Google Scholar 

  25. Schrage, C.: Scalar representation and conjugation of set-valued functions. Optim. 64(2), 197–223 (2015)

    Google Scholar 

  26. Yang, X.M., Yang, X.Q., Teo, K.L.: Some remarks on the minty vector variational inequality. J. Optim. Theory Appl. 121, 193–201 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  27. Zălinescu, C.: Convex Analysis in General Vector Spaces. World Scientific Publishing Co., Inc., River Edge (2002)

    Book  MATH  Google Scholar 

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Acknowledgments

We thank the two anonymous referees for their valuable comments that helped to improve the manuscript.

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Correspondence to Carola Schrage .

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Crespi, G.P., Schrage, C. (2015). Set Optimization Meets Variational Inequalities. In: Hamel, A., Heyde, F., Löhne, A., Rudloff, B., Schrage, C. (eds) Set Optimization and Applications - The State of the Art. Springer Proceedings in Mathematics & Statistics, vol 151. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-48670-2_7

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