Acta Mathematica Sinica, English Series

, Volume 26, Issue 11, pp 2031–2040 | Cite as

On relations of vector optimization results with C 1,1 data

Article

Abstract

In this article we prove that some of the sufficient and necessary optimality conditions obtained by Ginchev, Guerraggio, Luc [Appl. Math., 51, 5–36 (2006)] generalize (strictly) those presented by Guerraggio, Luc [J. Optim. Theory Appl., 109, 615–629 (2001)]. While the former paper shows examples for which the conditions given there are effective but the ones from the latter paper fail, it does not prove that generally the conditions it proposes are stronger. In the present note we complete this comparison with the lacking proof.

Keywords

C1,1 function generalized second-order directional derivative Dini derivative weakly efficient minimizer isolated minimizer of second-order 

MR(2000) Subject Classification

49K10 49J52 49J50 90C29 90C30 

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References

  1. [1]
    Bednařík, D., Pastor, K.: On characterization of convexity for regularly locally Lipschitz functions. Nonlinear Anal., 57, 85–97 (2004)MATHCrossRefMathSciNetGoogle Scholar
  2. [2]
    Bednařík, D., Pastor, K.: Elimination of strict convergence in optimization. SIAM J. Control Optim., 43(3), 1063–1077 (2004)MATHCrossRefMathSciNetGoogle Scholar
  3. [3]
    Bednařík, D., Pastor, K.: On second-order conditions in unconstrained optimization. Math. Program., 113, 283–298 (2008)MATHCrossRefMathSciNetGoogle Scholar
  4. [4]
    Ben-Tal, A., Zowe, J.: Directional derivatives in nonsmooth optimization. J. Optim. Theory Appl., 47, 483–490 (1985)MATHCrossRefMathSciNetGoogle Scholar
  5. [5]
    Cominetti, R., Correa, R.: A generalized second-order derivative in nonsmooth optimization. SIAM J. Control Optim., 28, 789–809 (1990)MATHCrossRefMathSciNetGoogle Scholar
  6. [6]
    Chan, W. L., Huang, L. R., Ng, K. F.: On generalized second-order derivatives and Taylor expansions in nonsmooth optimization. SIAM J. Control Optim., 32, 591–611 (1994)MATHCrossRefMathSciNetGoogle Scholar
  7. [7]
    Georgiev, P. G., Zlateva, N. P.: Second-order subdifferentials of C 1,1 functions and optimality conditions. Set-Valued Anal., 4, 101–117 (1996)MATHCrossRefMathSciNetGoogle Scholar
  8. [8]
    Huang, L. R., Ng, K. F.: On lower bounds of the second-order directional derivatives of Ben-Tal-Zowe and Chaney. Math. Oper. Res., 22, 747–753 (1997)MATHCrossRefMathSciNetGoogle Scholar
  9. [9]
    Hiriart-Urruty, J. J., Strodiot, J. J., Nguyen, V. H.: Generalized Hessian matrix and second order optimality conditions for problems with C 1,1 data. Appl. Math. Optim., 11, 169–180 (1984)CrossRefMathSciNetGoogle Scholar
  10. [10]
    Klatte, D.: Upper Lipschitz behavior of solutions to perturbed C 1,1 programs. Math. Program. 88, 285–311 (2000)MATHCrossRefMathSciNetGoogle Scholar
  11. [11]
    Maruyama, Y.: Second-order necessary conditions for nonlinear optimization problems in Banach spaces and their application to an optimal control problem. Math. Oper. Res., 15, 467–482 (1990)MATHCrossRefMathSciNetGoogle Scholar
  12. [12]
    Pastor, K.: Fréchet approach to generalized second-order differentiability. Studia Sci. Math. Hungar., 45(3), 333–352 (2008)MATHMathSciNetGoogle Scholar
  13. [13]
    Pastor, K.: Characterization of strict convexity for locally Lipschitz functions. Rocky Mountain J. Math., 39(6), 2029–2050 (2009)MATHCrossRefMathSciNetGoogle Scholar
  14. [14]
    Ginchev, I., Guerraggio, A., Rocca, M.: From scalar to vector optimization. Appl. Math., 51, 5–36 (2006)MATHCrossRefMathSciNetGoogle Scholar
  15. [15]
    Guerraggio, A., Luc, D. T.: Optimality conditions for C 1,1 vector optimization problems. J. Optim. Theory Appl., 109(3), 615–629 (2001)MATHCrossRefMathSciNetGoogle Scholar
  16. [16]
    Liu, L.: The second-order conditions of nondominated solutions for C 1,1 generalized multiobjective mathematical programming. Journal Systems Sci. Math. Sci., 4(2), 128–138 (1991)MATHGoogle Scholar
  17. [17]
    Liu, L., Křížek, M.: The second-order optimality conditions for nonlinear mathematical programming with C 1,1 data. Appl. Math., 42, 311–320 (1997)MATHCrossRefMathSciNetGoogle Scholar
  18. [18]
    Liu, L., Neittaanmaki, P., Křížek, M.: Second-order optimality conditions for nondominated solutions of multiobjective programming with C 1,1 data. Appl. Math., 45, 381–397 (2000)MATHCrossRefMathSciNetGoogle Scholar
  19. [19]
    Huang, X. X., Teo, K. L., Yang, X. Q.: Approximate augmented Lagrangian functions and nonlinear semidefinite programs. Acta Mathematica Sinica, English Series, 22(5), 1283–1296 (2006)MATHCrossRefMathSciNetGoogle Scholar
  20. [20]
    Bednařík, D., Pastor, K.: Decrease of C 1,1 property in vector optimization. RAIRO Oper. Res., 43, 359–372 (2009)MATHCrossRefMathSciNetGoogle Scholar
  21. [21]
    Rockafellar, R. T.: Convex Analysis, Princeton University Press, Princeton, 1970MATHGoogle Scholar
  22. [22]
    Rockafellar, R. T., Wets, R. J.-B.: Variational Analysis, Springer-Verlag, New York, 1998MATHCrossRefGoogle Scholar
  23. [23]
    Jahn, J.: Vector Optimization, Springer-Verlag, New York, 2004MATHGoogle Scholar
  24. [24]
    Aubin, J. P., Cellina, A.: Differential Inclusions, Springer-Verlag, Berlin, 1984MATHGoogle Scholar

Copyright information

© Institute of Mathematics, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Chinese Mathematical Society and Springer-Verlag Berlin Heidelberg 2010

Authors and Affiliations

  1. 1.Department of MathematicsUniversity of Hradec KrálovéHradec KrálovéCzech Republic
  2. 2.Department of Mathematical Analysis and Applications of Mathematics, Faculty of SciencePalacký UniversityOlomoucCzech Republic

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