Sensitivity analysis and optimization of system dynamics models : Regression analysis and statistical design of experiments
Author
Abstract
Suggested Citation
Download full text from publisher
Other versions of this item:
- Kleijnen, J.P.C., 1995. "Sensitivity analysis and optimization of system dynamics models : Regression analysis and statistical design of experiments," Discussion Paper 1995-4, Tilburg University, Center for Economic Research.
References listed on IDEAS
- Kleijnen, Jack P. C., 1995.
"Verification and validation of simulation models,"
European Journal of Operational Research, Elsevier, vol. 82(1), pages 145-162, April.
- Kleijnen, J.P.C., 1992. "Verification and validation of simulation models," Other publications TiSEM cb477373-4711-405d-b712-3, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C., 1992. "Verification and validation of simulation models," Research Memorandum FEW 542, Tilburg University, School of Economics and Management.
- Jack P. C. Kleijnen, 1992. "Regression Metamodels for Simulation with Common Random Numbers: Comparison of Validation Tests and Confidence Intervals," Management Science, INFORMS, vol. 38(8), pages 1164-1185, August.
- Kleijnen, Jack P. C. & Standridge, Charles R., 1988.
"Experimental design and regression analysis in simulation: An FMS case study,"
European Journal of Operational Research, Elsevier, vol. 33(3), pages 257-261, February.
- Kleijnen, J.P.C. & Standridge, C.R., 1986. "Experimental design and regression analysis in simulation : An FMS case study," Research Memorandum FEW 212, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C. & Standridge, C.R., 1986. "Experimental design and regression analysis in simulation : An FMS case study," Other publications TiSEM 4dab0d4f-75ae-4329-a794-6, Tilburg University, School of Economics and Management.
- Bettonvil, B.W.M. & Kleijnen, J.P.C., 1991.
"Identifying the important factors in simulation models with many factors,"
Research Memorandum
FEW 498, Tilburg University, School of Economics and Management.
- Bettonvil, B. & Kleijnen, J.P.C., 1994. "Identifying the important factors in simulation models with many factors," Other publications TiSEM 5da4bf9f-3126-4cf9-954f-f, Tilburg University, School of Economics and Management.
- Bettonvil, B. & Kleijnen, J.P.C., 1994. "Identifying the important factors in simulation models with many factors," Discussion Paper 1994-114, Tilburg University, Center for Economic Research.
- Bettonvil, B.W.M. & Kleijnen, J.P.C., 1991. "Identifying the important factors in simulation models with many factors," Other publications TiSEM 69669687-58b0-43b6-b04a-d, Tilburg University, School of Economics and Management.
- van Ham, G. & Rotmans, J. & Kleijnen, J.P.C., 1992. "Techniques for sensitivity analysis of simulation models : A case study of the CO2 greenhouse effect," Other publications TiSEM 71317a03-3399-4554-83cb-4, Tilburg University, School of Economics and Management.
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.- 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.
- Kleijnen, J.P.C. & Sargent, R., 1997. "A Methodology for Fitting and Validating Metamodels in Simulation," Other publications TiSEM b8c2217c-f02c-4786-b704-7, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C. & Sargent, R., 1997. "A Methodology for Fitting and Validating Metamodels in Simulation," Discussion Paper 1997-116, Tilburg University, Center for Economic Research.
- Kleijnen, J.P.C., 1997.
"Experimental Design for Sensitivity Analysis, Optimization and Validation of Simulation Models,"
Discussion Paper
1997-52, Tilburg University, Center for Economic Research.
- Kleijnen, J.P.C., 1997. "Experimental Design for Sensitivity Analysis, Optimization and Validation of Simulation Models," Other publications TiSEM c0e2bc10-e550-4cf2-b649-6, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C., 2006.
"White Noise Assumptions Revisited : Regression Models and Statistical Designs for Simulation Practice,"
Other publications TiSEM
d8c37ad3-f9a5-4824-986d-2, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C., 2006. "White Noise Assumptions Revisited : Regression Models and Statistical Designs for Simulation Practice," Discussion Paper 2006-50, Tilburg University, Center for Economic Research.
- Kleijnen, Jack P.C., 1992.
"Sensitivity analysis of simulation experiments: regression analysis and statistical design,"
Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 34(3), pages 297-315.
- Kleijnen, J.P.C., 1990. "Sensitivity analysis of simulation experiments : Regression analysis and statistical design," Other publications TiSEM 25aee5db-38eb-4e05-b032-2, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C., 1990. "Sensitivity analysis of simulation experiments : Regression analysis and statistical design," Research Memorandum FEW 440, Tilburg University, School of Economics and Management.
- Kleijnen, Jack P. C., 1995. "Statistical validation of simulation models," European Journal of Operational Research, Elsevier, vol. 87(1), pages 21-34, November.
- Kleijnen, Jack P. C., 1995.
"Verification and validation of simulation models,"
European Journal of Operational Research, Elsevier, vol. 82(1), pages 145-162, April.
- Kleijnen, J.P.C., 1992. "Verification and validation of simulation models," Other publications TiSEM cb477373-4711-405d-b712-3, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C., 1992. "Verification and validation of simulation models," Research Memorandum FEW 542, Tilburg University, School of Economics and Management.
- Ilan Halachmi & Yitzhak Simon & Noam Mozes, 2014. "Simulation of the shift from marine netcages to inland recirculating aquaculture systems," Annals of Operations Research, Springer, vol. 219(1), pages 85-99, August.
- Kleijnen, Jack P.C., 2011. "Ethical issues in engineering models : An operations researcher's reflections," Other publications TiSEM 88caba9e-1d78-47d7-9a0b-b, Tilburg University, School of Economics and Management.
- Ali Kokangul & Serap Akcan & Mufide Narli, 2017. "Optimizing nurse capacity in a teaching hospital neonatal intensive care unit," Health Care Management Science, Springer, vol. 20(2), pages 276-285, June.
- Batmaz, Inci & Tunali, Semra, 2003. "Small response surface designs for metamodel estimation," European Journal of Operational Research, Elsevier, vol. 145(2), pages 455-470, March.
- Kleijnen, J.P.C., 1995.
"Statistical validation of simulation models : A case study,"
Other publications TiSEM
4da192cf-c3f4-40a4-aea4-5, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C., 1995. "Statistical validation of simulation models : A case study," Discussion Paper 1995-42, Tilburg University, Center for Economic Research.
- H. Christopher Frey & Sumeet R. Patil, 2002. "Identification and Review of Sensitivity Analysis Methods," Risk Analysis, John Wiley & Sons, vol. 22(3), pages 553-578, June.
- Edris Yousefi Rad & Mohammad Reza Mahpeykar, 2017. "A Novel Hybrid Approach for Numerical Modeling of the Nucleating Flow in Laval Nozzle and Transonic Steam Turbine Blades," Energies, MDPI, vol. 10(9), pages 1-37, August.
- Tunali, S. & Batmaz, I., 2003. "A metamodeling methodology involving both qualitative and quantitative input factors," European Journal of Operational Research, Elsevier, vol. 150(2), pages 437-450, October.
- Diaz, Rafael & Behr, Joshua G. & Acero, Beatriz, 2022. "Coastal housing recovery in a postdisaster environment: A supply chain perspective," International Journal of Production Economics, Elsevier, vol. 247(C).
- van Groenendaal, Willem J. H., 1998.
"Estimating NPV variability for deterministic models,"
European Journal of Operational Research, Elsevier, vol. 107(1), pages 202-213, May.
- van Groenendaal, W.J.H., 1998. "Estimating NVP variability for deterministic models," Other publications TiSEM 41e4909c-b876-46a4-8abd-5, Tilburg University, School of Economics and Management.
- Sander van der Hoog, 2017. "Deep Learning in (and of) Agent-Based Models: A Prospectus," Papers 1706.06302, arXiv.org.
- Aumann, Craig A., 2007. "A methodology for developing simulation models of complex systems," Ecological Modelling, Elsevier, vol. 202(3), pages 385-396.
- Giuliano Rancilio & Alexandre Lucas & Evangelos Kotsakis & Gianluca Fulli & Marco Merlo & Maurizio Delfanti & Marcelo Masera, 2019. "Modeling a Large-Scale Battery Energy Storage System for Power Grid Application Analysis," Energies, MDPI, vol. 12(17), pages 1-26, August.
- Durieux, Severine & Pierreval, Henri, 2004. "Regression metamodeling for the design of automated manufacturing system composed of parallel machines sharing a material handling resource," International Journal of Production Economics, Elsevier, vol. 89(1), pages 21-30, May.
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:87ee6ee0-592c-4204-ac50-65d83167bc91. 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.