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On the Existence of Solutions to Stochastic Mathematical Programs with Equilibrium Constraints

Author

Listed:
  • A. Evgrafov

    (Chalmers University of Technology)

  • M. Patriksson

    (Chalmers University of Technology)

Abstract

We generalize stochastic mathematical programs with equilibrium constraints (SMPEC) introduced by Patriksson and Wynter (Ref. 1) to allow for the inclusion of joint upper-level constraints and to change the continuity assumptions with respect to the uncertainty parameters assumed before by measurability assumptions. For this problem, we prove the existence of solutions. We discuss also algorithmic aspects of the problem, in particular the construction of an inexact penalty function for the SMPEC problem. We apply the theory to the problem of structural topology optimization.

Suggested Citation

  • A. Evgrafov & M. Patriksson, 2004. "On the Existence of Solutions to Stochastic Mathematical Programs with Equilibrium Constraints," Journal of Optimization Theory and Applications, Springer, vol. 121(1), pages 65-76, April.
  • Handle: RePEc:spr:joptap:v:121:y:2004:i:1:d:10.1023_b:jota.0000026131.04418.b7
    DOI: 10.1023/B:JOTA.0000026131.04418.b7
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    Citations

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    Cited by:

    1. Patriksson, Michael, 2008. "On the applicability and solution of bilevel optimization models in transportation science: A study on the existence, stability and computation of optimal solutions to stochastic mathematical programs," Transportation Research Part B: Methodological, Elsevier, vol. 42(10), pages 843-860, December.
    2. C. Cromvik & M. Patriksson, 2010. "On the Robustness of Global Optima and Stationary Solutions to Stochastic Mathematical Programs with Equilibrium Constraints, Part 1: Theory," Journal of Optimization Theory and Applications, Springer, vol. 144(3), pages 461-478, March.
    3. C. Cromvik & M. Patriksson, 2010. "On the Robustness of Global Optima and Stationary Solutions to Stochastic Mathematical Programs with Equilibrium Constraints, Part 2: Applications," Journal of Optimization Theory and Applications, Springer, vol. 144(3), pages 479-500, March.

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