Skip to main content
Log in

A solution method for semivectorial bilevel programming problem via penalty method

  • Published:
Journal of Applied Mathematics and Computing Aims and scope Submit manuscript

Abstract

In this paper, we address a class of semivectorial bilevel programming problem in which the upper level is a scalar optimization problem and the lower level is a linear multi-objective optimization problem. Then, we present a new penalty function method, which includes two different penalty parameters, for solving such a problem. Furthermore, we give a simple algorithm. Numerical examples show that the proposed algorithm is feasible.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Ankhili, Z., Mansouri, A.: An exact penalty on bilevel programs with linear vector optimization lower level. Eur. J. Oper. Res. 197, 36–41 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  2. Bard, J.F.: Practical Bilevel Optimization: Algorithms and Applications. Kluwer Academic, Dordrecht (1998)

    MATH  Google Scholar 

  3. Ben-Ayed, O., Blair, O.: Computational difficulty of bilevel linear programming. Oper. Res. 38, 556–560 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  4. Benson, H.P.: Optimization over the efficient set. J. Math. Anal. Appl. 98, 562–580 (1984)

    Article  MathSciNet  MATH  Google Scholar 

  5. Bonnel, H.: Optimality condition for the semivectorial bilevel optimization problem. Pac. J. Optim. 2, 447–468 (2006)

    MathSciNet  MATH  Google Scholar 

  6. Bonnel, H., Morgan, J.: Semivectorial bilevel optimization problem: Penalty approach. J. Optim. Theory Appl. 131, 365–382 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  7. Colson, B., Marcotte, P., Savard, G.: Bilevel programming: A survey. 4OR: Q. J. Oper. Res. 3, 87–107 (2005)

    MathSciNet  MATH  Google Scholar 

  8. Colson, B., Marcotte, P., Savard, G.: An overview of bilevel optimization. Ann. Oper. Res. 153, 235–256 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  9. Dauer, J.P., Fosnaugh, T.A.: Optimization over the efficient set. J. Glob. Optim. 7, 261–277 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  10. Dempe, S.: Foundations of Bilevel Programming. Nonconvex Optimization and Its Applications Series, vol. 61. Kluwer Academic, Dordrecht (2002)

    MATH  Google Scholar 

  11. Dempe, S.: Annotated bibliography on bilevel programming and mathematical problems with equilibrium constraints. Optimization 52, 333–359 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  12. Gulati, T.R., Agarwal, D.: Optimality and duality in nondifferentiable multiobjective mathematical programming involving higher order F(α,ρ,d)-type I functions. J. Appl. Math. Comput. 27, 345–364 (2008)

    Article  MathSciNet  MATH  Google Scholar 

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

    MATH  Google Scholar 

  14. Luo, Z.Q., Pang, J.S., Ralph, D.: Mathematical Programs with Equilibrium Constraints. Cambridge University Press, Cambridge (1996)

    Google Scholar 

  15. Meng, Z.Q., Hu, Q.Y., Dang, C.Y., Yang, X.Q.: An objective penalty function method for nonlinear programming. Appl. Math. Lett. 17, 683–689 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  16. Miettinen, K.: Nonlinear Multiobjective Optimization. Kluwer Academic, Boston (1999)

    MATH  Google Scholar 

  17. Sakawa, M., Nishizaki, I.: Cooperative and Noncooperative Multi-Level Programming. Operations Research/Computer Science Interfaces Series. Springer, Berlin (2009)

    Google Scholar 

  18. Shimizu, K., Ishizuka, Y., Bard, J.F.: Nondifferentiable and Two-Level Mathematical Programming. Kluwer Academic, Dordrecht (1997)

    Book  MATH  Google Scholar 

  19. Vicente, L.N., Calamai, P.H.: Bilevel and multilevel programming: A bibliography review. J. Glob. Optim. 5, 1–23 (1994)

    Article  MathSciNet  Google Scholar 

  20. Wang, G., Wan, Z., Wang, X.: Bibliography on bilevel programming. Adv. Math. 36, 513–529 (2007) (in Chinese)

    MathSciNet  Google Scholar 

  21. Wen, U.P., Hsu, S.T.: Linear bilevel programming problems-a review. J. Oper. Res. Soc. 42, 125–133 (1991)

    MATH  Google Scholar 

  22. White, D.J.: Optimality and Efficiency. Willey, Chichester (1982)

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zhongping Wan.

Additional information

This work was partially supported by the National Science Foundation of China (No. 70771080).

Rights and permissions

Reprints and permissions

About this article

Cite this article

Zheng, Y., Wan, Z. A solution method for semivectorial bilevel programming problem via penalty method. J. Appl. Math. Comput. 37, 207–219 (2011). https://doi.org/10.1007/s12190-010-0430-7

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12190-010-0430-7

Keywords

Mathematics Subject Classification (2000)

Navigation