Robust Optimization in Simulation : Taguchi and Krige Combined
Author
Abstract
Suggested Citation
Download full text from publisher
Other versions of this item:
- Dellino, G. & Kleijnen, Jack P.C. & Meloni, C., 2009. "Robust Optimization in Simulation : Taguchi and Krige Combined," Discussion Paper 2009-82, Tilburg University, Center for Economic Research.
References listed on IDEAS
- Kleijnen, J.P.C. & Pierreval, H. & Zhang, J., 2009.
"Methodology for Determining the Acceptability of Given Designs in Uncertain Environments,"
Other publications TiSEM
e4f96b06-a05f-4da2-b651-8, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C. & Pierreval, H. & Zhang, J., 2009. "Methodology for Determining the Acceptability of Given Designs in Uncertain Environments," Discussion Paper 2009-3, Tilburg University, Center for Economic Research.
- W C M van Beers & J P C Kleijnen, 2003.
"Kriging for interpolation in random simulation,"
Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(3), pages 255-262, March.
- van Beers, W.C.M. & Kleijnen, J.P.C., 2001. "Kriging for Interpolation in Random Simulation," Discussion Paper 2001-74, Tilburg University, Center for Economic Research.
- van Beers, W.C.M. & Kleijnen, J.P.C., 2001. "Kriging for Interpolation in Random Simulation," Other publications TiSEM e007110c-e224-484d-92f0-c, Tilburg University, School of Economics and Management.
- Jack P. C. Kleijnen & Susan M. Sanchez & Thomas W. Lucas & Thomas M. Cioppa, 2005. "State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments," INFORMS Journal on Computing, INFORMS, vol. 17(3), pages 263-289, August.
- Léopold Simar & Paul W. Wilson, 1998.
"Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models,"
Management Science, INFORMS, vol. 44(1), pages 49-61, January.
- SIMAR, Léopold & WILSON, Paul, 1995. "Sensitivity Analysis to Efficiency Scores : How to Bootstrap in Nonparametric Frontier Models," LIDAM Discussion Papers CORE 1995043, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Simar, L. & Wilson, P.W., 1998. "Sensitivity analysis of efficiency scores: how to bootstrap in nonparametric frontier models," LIDAM Reprints CORE 1304, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Jack P.C. Kleijnen, 2015.
"Design and Analysis of Simulation Experiments,"
International Series in Operations Research and Management Science,
Springer,
edition 2, number 978-3-319-18087-8, April.
- Jack P.C. Kleijnen, 2008. "Design and Analysis of Simulation Experiments," International Series in Operations Research and Management Science, Springer, number 978-0-387-71813-2, April.
- Garcia-Gonzalez, Javier & Parrilla, Ernesto & Mateo, Alicia, 2007. "Risk-averse profit-based optimal scheduling of a hydro-chain in the day-ahead electricity market," European Journal of Operational Research, Elsevier, vol. 181(3), pages 1354-1369, September.
- Yin, Yafeng & Madanat, Samer M. & Lu, Xiao-Yun, 2009. "Robust improvement schemes for road networks under demand uncertainty," European Journal of Operational Research, Elsevier, vol. 198(2), pages 470-479, October.
- Kleijnen, J.P.C., 2009.
"Sensitivity Analysis of Simulation Models,"
Discussion Paper
2009-11, Tilburg University, Center for Economic Research.
- Kleijnen, J.P.C., 2009. "Sensitivity Analysis of Simulation Models," Other publications TiSEM 2016cf94-0329-4aa0-a4ea-4, Tilburg University, School of Economics and Management.
- Stinstra, Erwin & den Hertog, Dick, 2008.
"Robust optimization using computer experiments,"
European Journal of Operational Research, Elsevier, vol. 191(3), pages 816-837, December.
- Stinstra, E. & den Hertog, D., 2005. "Robust Optimization Using Computer Experiments," Discussion Paper 2005-90, Tilburg University, Center for Economic Research.
- Yu, Gang, 1997. "Robust economic order quantity models," European Journal of Operational Research, Elsevier, vol. 100(3), pages 482-493, August.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Janis Janusevskis & Rodolphe Le Riche, 2013. "Simultaneous kriging-based estimation and optimization of mean response," Journal of Global Optimization, Springer, vol. 55(2), pages 313-336, February.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Gabriella Dellino & Jack P. C. Kleijnen & Carlo Meloni, 2012.
"Robust Optimization in Simulation: Taguchi and Krige Combined,"
INFORMS Journal on Computing, INFORMS, vol. 24(3), pages 471-484, August.
- Dellino, G. & Kleijnen, Jack P.C. & Meloni, C., 2009. "Robust Optimization in Simulation : Taguchi and Krige Combined," Other publications TiSEM d919b893-db2b-4d97-a392-4, Tilburg University, School of Economics and Management.
- Dellino, G. & Kleijnen, Jack P.C. & Meloni, C., 2009. "Robust Optimization in Simulation : Taguchi and Krige Combined," Discussion Paper 2009-82, Tilburg University, Center for Economic Research.
- Dellino, Gabriella & Kleijnen, Jack P.C. & Meloni, Carlo, 2010.
"Robust optimization in simulation: Taguchi and Response Surface Methodology,"
International Journal of Production Economics, Elsevier, vol. 125(1), pages 52-59, May.
- Dellino, G. & Kleijnen, J.P.C. & Meloni, C., 2008. "Robust Optimization in Simulation : Taguchi and Response Surface Methodology," Discussion Paper 2008-69, Tilburg University, Center for Economic Research.
- Dellino, G. & Kleijnen, J.P.C. & Meloni, C., 2008. "Robust Optimization in Simulation : Taguchi and Response Surface Methodology," Other publications TiSEM c4740efb-1374-491b-9e0c-a, Tilburg University, School of Economics and Management.
- Dellino, G. & Kleijnen, Jack P.C. & Meloni, C., 2010. "Robust optimization in simulation : Taguchi and Response Surface Methodology," Other publications TiSEM 6a101dae-10b0-40af-815f-0, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C., 2009.
"Sensitivity Analysis of Simulation Models,"
Discussion Paper
2009-11, Tilburg University, Center for Economic Research.
- Kleijnen, J.P.C., 2009. "Sensitivity Analysis of Simulation Models," Other publications TiSEM 2016cf94-0329-4aa0-a4ea-4, Tilburg University, School of Economics and Management.
- Wen Shi & Xi Chen & Jennifer Shang, 2019. "An Efficient Morris Method-Based Framework for Simulation Factor Screening," INFORMS Journal on Computing, INFORMS, vol. 31(4), pages 745-770, October.
- Shi, Wen & Liu, Zhixue & Shang, Jennifer & Cui, Yujia, 2013. "Multi-criteria robust design of a JIT-based cross-docking distribution center for an auto parts supply chain," European Journal of Operational Research, Elsevier, vol. 229(3), pages 695-706.
- van Beers, Wim C.M. & Kleijnen, Jack P.C., 2008.
"Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping,"
European Journal of Operational Research, Elsevier, vol. 186(3), pages 1099-1113, May.
- van Beers, W.C.M. & Kleijnen, J.P.C., 2004. "Customized Sequential Designs for Random Simulation Experiments : Kriging Metamodelling and Bootstrapping," Other publications TiSEM 372530d0-3a48-43c5-a91a-4, Tilburg University, School of Economics and Management.
- van Beers, W.C.M. & Kleijnen, J.P.C., 2004. "Customized Sequential Designs for Random Simulation Experiments : Kriging Metamodelling and Bootstrapping," Discussion Paper 2004-63, Tilburg University, Center for Economic Research.
- van Beers, W.C.M. & Kleijnen, J.P.C., 2005. "Customized Sequential Designs for Random Simulation Experiments : Kriging Metamodelling and Bootstrapping," Discussion Paper 2005-55, Tilburg University, Center for Economic Research.
- van Beers, W.C.M. & Kleijnen, J.P.C., 2005. "Customized Sequential Designs for Random Simulation Experiments : Kriging Metamodelling and Bootstrapping," Other publications TiSEM 893d38f9-8ca5-42ae-9737-6, Tilburg University, School of Economics and Management.
- Kleijnen, Jack P.C., 2009.
"Kriging metamodeling in simulation: A review,"
European Journal of Operational Research, Elsevier, vol. 192(3), pages 707-716, February.
- Kleijnen, J.P.C., 2007. "Kriging Metamodeling in Simulation : A Review," Discussion Paper 2007-13, Tilburg University, Center for Economic Research.
- Kleijnen, J.P.C., 2007. "Kriging Metamodeling in Simulation : A Review," Other publications TiSEM 29d6926e-c381-4b58-ae58-8, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C., 2008.
"Design of Experiments : An Overview,"
Discussion Paper
2008-70, Tilburg University, Center for Economic Research.
- Kleijnen, J.P.C., 2008. "Design of Experiments : An Overview," Other publications TiSEM e05cfa13-127a-48c9-a5b6-7, Tilburg University, School of Economics and Management.
- Shi, Wen & Shang, Jennifer & Liu, Zhixue & Zuo, Xiaolu, 2014. "Optimal design of the auto parts supply chain for JIT operations: Sequential bifurcation factor screening and multi-response surface methodology," European Journal of Operational Research, Elsevier, vol. 236(2), pages 664-676.
- Kleijnen, J.P.C., 2006.
"Regression Models and Experimental Designs : A Tutorial for Simulation Analaysts,"
Discussion Paper
2006-10, Tilburg University, Center for Economic Research.
- Kleijnen, J.P.C., 2006. "Regression Models and Experimental Designs : A Tutorial for Simulation Analaysts," Other publications TiSEM 7b8ecddb-f49e-4b80-865b-a, Tilburg University, School of Economics and Management.
- Michael Ludkovski, 2015. "Kriging Metamodels and Experimental Design for Bermudan Option Pricing," Papers 1509.02179, arXiv.org, revised Oct 2016.
- Shi, Wen & Kleijnen, Jack P.C. & Liu, Zhixue, 2014.
"Factor screening for simulation with multiple responses: Sequential bifurcation,"
European Journal of Operational Research, Elsevier, vol. 237(1), pages 136-147.
- Shi, W. & Kleijnen, Jack P.C. & Liu, Zhixue, 2012. "Factor Screening for Simulation with Multiple Responses : Sequential Bifurcation," Other publications TiSEM 631ee82e-aff7-468c-838a-9, Tilburg University, School of Economics and Management.
- Shi, W. & Kleijnen, Jack P.C. & Liu, Zhixue, 2013. "Factor Screening For Simulation With Multiple Responses : Sequential Bifurcation," Discussion Paper 2013-009, Tilburg University, Center for Economic Research.
- Shi, W. & Kleijnen, Jack P.C. & Liu, Zhixue, 2013. "Factor Screening For Simulation With Multiple Responses : Sequential Bifurcation," Other publications TiSEM 02d31acf-b6be-4c0f-beb7-5, Tilburg University, School of Economics and Management.
- Shi, W. & Kleijnen, Jack P.C. & Liu, Zhixue, 2012. "Factor Screening for Simulation with Multiple Responses : Sequential Bifurcation," Discussion Paper 2012-032, Tilburg University, Center for Economic Research.
- Bettonvil, Bert & del Castillo, Enrique & Kleijnen, Jack P.C., 2009. "Statistical testing of optimality conditions in multiresponse simulation-based optimization," European Journal of Operational Research, Elsevier, vol. 199(2), pages 448-458, December.
- Jin, Ding & Hedtrich, Johannes & Henning, Christian H. C. A., 2018. "Applying meta-modeling for extended CGE-modeling: Sampling techniques and potential application," Working Papers of Agricultural Policy WP2018-03, University of Kiel, Department of Agricultural Economics, Chair of Agricultural Policy.
- Ouyang, Linhan & Ma, Yizhong & Wang, Jianjun & Tu, Yiliu, 2017. "A new loss function for multi-response optimization with model parameter uncertainty and implementation errors," European Journal of Operational Research, Elsevier, vol. 258(2), pages 552-563.
- Shi, Wen & Chen, Xi, 2019. "Controlled Morris method: A new factor screening approach empowered by a distribution-free sequential multiple testing procedure," Reliability Engineering and System Safety, Elsevier, vol. 189(C), pages 299-314.
- Kleijnen, Jack P.C. & Pierreval, H. & Zhang, J., 2009. "When is the design of a manufacturing system acceptable in the presence of uncertainty?," Other publications TiSEM 58fba7c4-8fd2-44d4-8ec3-f, Tilburg University, School of Economics and Management.
- Li, Xingchen & Xu, Guangcheng & Wu, Jie & Xu, Chengzhen & Zhu, Qingyuan, 2024. "Evaluation of bank efficiency by considering the uncertainty of nonperforming loans," Omega, Elsevier, vol. 126(C).
- Christian Growitsch & Tooraj Jamasb & Christine Müller & Matthias Wissner, 2016.
"Social Cost Efficient Service Quality: Integrating Customer Valuation in Incentive Regulation—Evidence from the Case of Norway,"
International Series in Operations Research & Management Science, in: Joe Zhu (ed.), Data Envelopment Analysis, chapter 0, pages 71-91,
Springer.
- Growitsch, Christian & Jamasb, Tooraj & Müller, Christine & Wissner, Matthias, 2010. "Social cost-efficient service quality--Integrating customer valuation in incentive regulation: Evidence from the case of Norway," Energy Policy, Elsevier, vol. 38(5), pages 2536-2544, May.
- Rennen, G. & Husslage, B.G.M. & van Dam, E.R. & den Hertog, D., 2009.
"Nested Maximin Latin Hypercube Designs,"
Discussion Paper
2009-06, Tilburg University, Center for Economic Research.
- Rennen, G. & Husslage, B.G.M. & van Dam, E.R. & den Hertog, D., 2010. "Nested maximin Latin hypercube designs," Other publications TiSEM 7f0703e8-06bc-45b4-886c-3, Tilburg University, School of Economics and Management.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:tiu:tiutis:d919b893-db2b-4d97-a392-4a55e2ad2494. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Richard Broekman (email available below). General contact details of provider: https://www.tilburguniversity.edu/about/schools/economics-and-management/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.