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Lagrange Multipliers for ε-Pareto Solutions in Vector Optimization with Nonsolid Cones in Banach Spaces

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Abstract

This paper presents some results concerning the existence of the Lagrange multipliers for vector optimization problems in the case where the ordering cone in the codomain has an empty interior. The main tool for deriving our assertions is a scalarization by means of a functional introduced by Hiriart-Urruty (Math. Oper. Res. 4:79–97, 1979) (the so-called oriented distance function). Moreover, we explain some applications of our results to a vector equilibrium problem, to a vector control-approximation problem and to an unconstrainted vector fractional programming problem.

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References

  1. Hiriart-Urruty, J.-B.: Tangent cones, generalized gradients and mathematical programming in Banach spaces. Math. Oper. Res. 4, 79–97 (1979)

    Article  MATH  MathSciNet  Google Scholar 

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

    Google Scholar 

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

    MATH  Google Scholar 

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

    MATH  Google Scholar 

  5. Dutta, J., Tammer, C.: Lagrangian conditions for vector optimization in Banach spaces. Math. Methods Oper. Res. 64, 521–541 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  6. Durea, M., Tammer, C.: Fuzzy necessary optimality conditions for vector optimization problems. Reports of the Institute for Mathematics, Martin-Luther-University Halle-Wittenberg, Report 08. Optimization 58, 449–467 (2009)

    MATH  MathSciNet  Google Scholar 

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

    Article  MATH  MathSciNet  Google Scholar 

  8. Amahroq, T., Taa, A.: On Lagrange-Kuhn-Tucker multipliers for multiobjective optimization problems. Optimization 41, 159–172 (1997)

    Article  MATH  MathSciNet  Google Scholar 

  9. Taa, A.: ε-subdifferentials of set-valued maps and ε-weak Pareto optimality for multiobjective optimization. Math. Methods Oper. Res. 62, 187–209 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  10. Zaffaroni, A.: Degrees of efficiency and degrees of minimality. SIAM J. Control Optim. 42, 1071–1086 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  11. Bao, T.Q., Mordukhovich, B.S.: Variational principles for set-valued mappings with applications to multiobjective optimization. Control Cybern. 36, 1–33 (2007)

    MathSciNet  Google Scholar 

  12. Peressini, A.L.: Ordered Topological Vector Spaces. Harper and Row, New York (1967)

    MATH  Google Scholar 

  13. Rockafellar, R.T., Uryasev, S., Zabarankin, M.: Deviation measures in risk analysis and optimization. Preprint 7, University of Florida (2002)

  14. Heyde, F.: Coherent risk measures and vector optimization. In: Multicriteria Decision Making and Fuzzy Systems, Theory, Methods and Applications, pp. 3–12. Shaker, Aachen (2006)

    Google Scholar 

  15. Burke, J.V., Ferris, M.C., Qian, M.: On the Clarke subdifferential of the distance function of a closed set. J. Math. Anal. Appl. 166, 199–213 (1992)

    Article  MATH  MathSciNet  Google Scholar 

  16. Mordukhovich, B.S.: Variational Analysis and Generalized Differentiation, Vol. I: Basic Theory. Grundlehren der mathematischen Wissenschaften (A Series of Comprehensive Studies in Mathematics), vol. 330. Springer, Berlin (2006)

    Google Scholar 

  17. Mordukhovich, B.S.: Variational Analysis and Generalized Differentiation, Vol. II: Applications. Grundlehren der mathematischen Wissenschaften (A Series of Comprehensive Studies in Mathematics), vol. 331. Springer, Berlin (2006)

    Google Scholar 

  18. Clarke, F.H., Ledyaev, Y.S., Stern, R.J., Wolenski, P.R.: Nonsmooth Analysis and Control Theory. Springer, New York (1998)

    MATH  Google Scholar 

  19. Zălinescu, C.: Convex Analysis in General Vector Spaces. World Scientific, Singapore (2003)

    Google Scholar 

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Correspondence to C. Tammer.

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Communicated by H.P. Benson.

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Durea, M., Dutta, J. & Tammer, C. Lagrange Multipliers for ε-Pareto Solutions in Vector Optimization with Nonsolid Cones in Banach Spaces. J Optim Theory Appl 145, 196–211 (2010). https://doi.org/10.1007/s10957-009-9609-1

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