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Optimality and Duality Results for Bilevel Programming Problem Using Convexifactors

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The paper is devoted to the applications of convexifactors to bilevel programming problem. Here we have defined -convex, -pseudoconvex and -quasiconvex bifunctions in terms of convexifactors on the lines of Dutta and Chandra (Optimization 53:77–94, 2004) and Li and Zhang (J. Opt. Theory Appl. 131:429–452, 2006). We derive sufficient optimality conditions for the bilevel programming problem by using these functions, and we establish various duality results by associating the given problem with two dual problems, namely Wolfe type dual and Mond–Weir type dual.

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References

  1. Dutta, J., Chandra, S.: Convexifactor, generalized convexity and vector optimization. Optimization 53, 77–94 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  2. Li, X.F., Zhang, J.Z.: Necessary optimality conditions in terms of convexificators in Lipschitz optimization. J. Optim. Theory Appl. 131, 429–452 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  3. Bard, J.F.: Optimality conditions for the bilevel programming problem. Nav. Res. Logist. Q. 31, 13–26 (1984)

    Article  MathSciNet  MATH  Google Scholar 

  4. Bard, J.F.: Some properties of the bilevel programming problem. J. Optim. Theory Appl. 68, 371–378 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  5. Dempe, S.: A necessary and sufficient optimality condition for bilevel programming problem. Optimization 25, 341–354 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  6. Dempe, S.: First order necessary optimality conditions for general bilevel programming problems. J. Optim. Theory Appl. 95, 735–739 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  7. Dempe, S.: Foundations of Bilevel Programming. Kluwer Academic, Dordrecht (2002)

    MATH  Google Scholar 

  8. Outrata, J.V.: On necessary optimality conditions for Stackelberg problems. J. Optim. Theory Appl. 76, 306–320 (1993)

    Article  MathSciNet  Google Scholar 

  9. Wang, S., Wang, Q., Romano-Rodriguez, S.: Optimality conditions and an algorithm for linear-quadratic bilevel programs. Optimization 4, 521–536 (1993)

    Google Scholar 

  10. Ye, J.J., Ye, X.Y.: Necessary optimality conditions for optimization problems with variational inequality constraints. Math. Oper. Res. 22, 977–997 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  11. Ye, J.J., Zhu, D.L.: Optimality conditions for bilevel programming problems. Optimization 33, 9–27 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  12. Zhang, R.: Problems of hierarchical optimization in finite dimensions. SIAM J. Optim. 4, 521–536 (1995)

    Article  Google Scholar 

  13. Demyanov, V.F.: Convexification and concavification of a positively homogeneous function by the same family of linear functions. Report 3, 208, 802, Universita di Pisa (1994)

  14. Demyanov, V.F., Jeyakumar, V.: Hunting for a smaller convex subdifferential. J. Glob. Optim. 10, 305–326 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  15. Jeyakumar, V., Luc, D.T.: Nonsmooth calculus, maximality and monotonicity of convexificators. J. Optim. Theory Appl. 101, 599–621 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  16. Dutta, J., Chandra, S.: Convexifactors, generalized convexity and optimality conditions. J. Optim. Theory Appl. 113, 41–65 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  17. Babahadda, H., Gadhi, N.: Necessary optimality conditions for bilevel optimization problems using convexificators. J. Glob. Optim. 34, 535–549 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  18. Amahroq, T., Gadhi, N.: On the regularity condition for vector programming problems. J. Glob. Optim. 21, 435–443 (2001)

    Article  MathSciNet  Google Scholar 

  19. Yezza, A.: First order necessary optimality conditions for general bilevel programming problems. J. Optim. Theory Appl. 89, 189–219 (1996)

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to B. Kohli.

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Communicated by V.F. Dem’yanov.

The authors are grateful to the anonymous referee for useful comments and constructive suggestions, that have greatly improved the original version of the paper.

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Suneja, S.K., Kohli, B. Optimality and Duality Results for Bilevel Programming Problem Using Convexifactors. J Optim Theory Appl 150, 1–19 (2011). https://doi.org/10.1007/s10957-011-9819-1

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