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The meta-model approach for simulation-based design optimization

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  • Stinstra, E.

    (Tilburg University, School of Economics and Management)

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  • Stinstra, E., 2006. "The meta-model approach for simulation-based design optimization," Other publications TiSEM 713f828a-4716-4a19-af00-e, Tilburg University, School of Economics and Management.
  • Handle: RePEc:tiu:tiutis:713f828a-4716-4a19-af00-e6f5e668a535
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    References listed on IDEAS

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    1. J P C Kleijnen & W C M van Beers, 2004. "Application-driven sequential designs for simulation experiments: Kriging metamodelling," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(8), pages 876-883, August.
    2. Kleijnen, Jack P. C., 1995. "Verification and validation of simulation models," European Journal of Operational Research, Elsevier, vol. 82(1), pages 145-162, April.
    3. D den Hertog & J P C Kleijnen & A Y D Siem, 2006. "The correct Kriging variance estimated by bootstrapping," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(4), pages 400-409, April.
    4. Husslage, B.G.M. & van Dam, E.R. & den Hertog, D. & Stehouwer, H.P. & Stinstra, E., 2003. "Collaborative metamodelling : Coordinating simulation-based product design," Other publications TiSEM 0196e58f-78a8-4653-a48b-8, Tilburg University, School of Economics and Management.
    5. Rommel Regis & Christine Shoemaker, 2005. "Constrained Global Optimization of Expensive Black Box Functions Using Radial Basis Functions," Journal of Global Optimization, Springer, vol. 31(1), pages 153-171, January.
    6. Sturm, J.F., 2002. "Implementation of Interior Point Methods for Mixed Semidefinite and Second Order Cone Optimization Problems," Other publications TiSEM b25faf5d-0142-4e14-b598-a, Tilburg University, School of Economics and Management.
    7. van Dam, E.R., 2005. "Two-Dimensional Minimax Latin Hypercube Designs," Other publications TiSEM d3e5ff93-05d3-4017-8c59-f, Tilburg University, School of Economics and Management.
    8. Siem, A.Y.D. & de Klerk, E. & den Hertog, D., 2005. "Discrete Least-norm Approximation by Nonnegative (Trigonomtric) Polynomials and Rational Functions," Discussion Paper 2005-73, Tilburg University, Center for Economic Research.
    9. Siem, A.Y.D. & de Klerk, E. & den Hertog, D., 2005. "Discrete Least-norm Approximation by Nonnegative (Trigonomtric) Polynomials and Rational Functions," Other publications TiSEM 43a1152a-8130-4e42-851b-e, Tilburg University, School of Economics and Management.
    10. Kleijnen, Jack P. C. & Sargent, Robert G., 2000. "A methodology for fitting and validating metamodels in simulation," European Journal of Operational Research, Elsevier, vol. 120(1), pages 14-29, January.
    11. Edwin R. van Dam & Bart Husslage & Dick den Hertog & Hans Melissen, 2007. "Maximin Latin Hypercube Designs in Two Dimensions," Operations Research, INFORMS, vol. 55(1), pages 158-169, February.
    12. Leo Breiman & Jerome H. Friedman, 1997. "Predicting Multivariate Responses in Multiple Linear Regression," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 59(1), pages 3-54.
    13. den Hertog, Dick & Stehouwer, Peter, 2002. "Optimizing color picture tubes by high-cost nonlinear programming," European Journal of Operational Research, Elsevier, vol. 140(2), pages 197-211, July.
    14. Sturm, J.F., 2002. "Implementation of Interior Point Methods for Mixed Semidefinite and Second Order Cone Optimization Problems," Discussion Paper 2002-73, Tilburg University, Center for Economic Research.
    15. van Dam, E.R., 2005. "Two-Dimensional Minimax Latin Hypercube Designs," Discussion Paper 2005-105, Tilburg University, Center for Economic Research.
    16. van Dam, E.R. & Husslage, B.G.M. & den Hertog, D. & Melissen, H., 2005. "Maximin Latin Hypercube Designs in Two Dimensions," Other publications TiSEM 288828ce-b56b-41d8-9903-1, Tilburg University, School of Economics and Management.
    17. Husslage, B.G.M. & van Dam, E.R. & den Hertog, D., 2005. "Nested Maximin Latin Hypercube Designs in Two Dimensions," Other publications TiSEM 3e013144-3e4c-460c-96bc-1, Tilburg University, School of Economics and Management.
    18. Driessen, L., 2006. "Simulation-based optimization for product and process design," Other publications TiSEM 51ceee70-3c0a-44a6-a2bd-5, Tilburg University, School of Economics and Management.
    19. Husslage, B.G.M. & van Dam, E.R. & den Hertog, D., 2005. "Nested Maximin Latin Hypercube Designs in Two Dimensions," Discussion Paper 2005-79, Tilburg University, Center for Economic Research.
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    Cited by:

    1. Edwin R. van Dam & Gijs Rennen & Bart Husslage, 2009. "Bounds for Maximin Latin Hypercube Designs," Operations Research, INFORMS, vol. 57(3), pages 595-608, June.
    2. Rooderkerk, R.P., 2007. "Optimizing product lines and assortments," Other publications TiSEM fa544b38-604e-410b-a5da-1, Tilburg University, School of Economics and Management.
    3. Hollander, S., 2007. "The merits and economic consequences of reputation : Three essays," Other publications TiSEM d9932a90-7aac-4b23-bf99-6, Tilburg University, School of Economics and Management.
    4. van Dam, E.R. & Rennen, G. & Husslage, B.G.M., 2007. "Bounds for Maximin Latin Hypercube Designs," Other publications TiSEM da0c15be-f18e-474e-b557-f, Tilburg University, School of Economics and Management.
    5. Siem, A.Y.D., 2008. "Property preservation and quality measures in meta-models," Other publications TiSEM 259d3ed2-1a23-48fe-8af8-2, Tilburg University, School of Economics and Management.
    6. Eiling, E., 2007. "Essays on International Finance and Asset Pricing," Other publications TiSEM 5f891179-600e-4965-a5eb-0, Tilburg University, School of Economics and Management.
    7. Rennen, G., 2009. "Efficient approximation of black-box functions and Pareto sets," Other publications TiSEM 83f4bb26-c7f0-4733-b08d-c, Tilburg University, School of Economics and Management.

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