Estimation and monitoring of key performance indicators of manufacturing systems using the multi-output Gaussian process
Author
Abstract
Suggested Citation
DOI: 10.1080/00207543.2016.1237791
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Miron Livny & Benjamin Melamed & Athanassios K. Tsiolis, 1993. "The Impact of Autocorrelation on Queuing Systems," Management Science, INFORMS, vol. 39(3), pages 322-339, March.
- Ward Whitt, 1989. "Planning Queueing Simulations," Management Science, INFORMS, vol. 35(11), pages 1341-1366, November.
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.- Song, Wheyming Tina, 1996. "On the estimation of optimal batch sizes in the analysis of simulation output," European Journal of Operational Research, Elsevier, vol. 88(2), pages 304-319, January.
- Ehsan Mehdad & Jack P.C. Kleijnen, 2018.
"Stochastic intrinsic Kriging for simulation metamodeling,"
Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 34(3), pages 322-337, May.
- Mehdad, E. & Kleijnen, Jack P.C., 2014. "Stochastic Intrinsic Kriging for Simulation Metamodelling," Other publications TiSEM 9ab2e856-d971-475d-a842-d, Tilburg University, School of Economics and Management.
- Mehdad, Ehsan & Kleijnen, J.P.C., 2015. "Stochastic Intrinsic Kriging for Simulation Metamodelling," Other publications TiSEM 00bed9cb-d34c-4e98-93ef-e, Tilburg University, School of Economics and Management.
- Mehdad, Ehsan & Kleijnen, J.P.C., 2015. "Stochastic Intrinsic Kriging for Simulation Metamodelling," Discussion Paper 2015-038, Tilburg University, Center for Economic Research.
- Mehdad, E. & Kleijnen, Jack P.C., 2014. "Stochastic Intrinsic Kriging for Simulation Metamodelling," Discussion Paper 2014-054, Tilburg University, Center for Economic Research.
- Girish, Muckai K. & Hu, Jian-Qiang, 2001. "Approximations for the departure process of the G/G/1 queue with Markov-modulated arrivals," European Journal of Operational Research, Elsevier, vol. 134(3), pages 540-556, November.
- Hejn Nielsen, Erland, 2007. "Autocorrelation in queuing network-type production systems--Revisited," International Journal of Production Economics, Elsevier, vol. 110(1-2), pages 138-146, October.
- David Heath & Sidney Resnick & Gennady Samorodnitsky, 1998. "Heavy Tails and Long Range Dependence in On/Off Processes and Associated Fluid Models," Mathematics of Operations Research, INFORMS, vol. 23(1), pages 145-165, February.
- Noah Gans & Garrett van Ryzin, 1999. "Dynamic Vehicle Dispatching: Optimal Heavy Traffic Performance and Practical Insights," Operations Research, INFORMS, vol. 47(5), pages 675-692, October.
- Ockerman, Daniel H. & Goldsman, David, 1999. "Student t-tests and compound tests to detect transients in simulated time series," European Journal of Operational Research, Elsevier, vol. 116(3), pages 681-691, August.
- Rayadurgam Srikant & Ward Whitt, 1999. "Variance Reduction in Simulations of Loss Models," Operations Research, INFORMS, vol. 47(4), pages 509-523, August.
- Feng Yang & Bruce E. Ankenman & Barry L. Nelson, 2008. "Estimating Cycle Time Percentile Curves for Manufacturing Systems via Simulation," INFORMS Journal on Computing, INFORMS, vol. 20(4), pages 628-643, November.
- David Goldsman & Keebom Kang & Andrew F. Seila, 1999. "Cramér-von Mises Variance Estimators for Simulations," Operations Research, INFORMS, vol. 47(2), pages 299-309, April.
- Bruce Ankenman & Barry L. Nelson & Jeremy Staum, 2010. "Stochastic Kriging for Simulation Metamodeling," Operations Research, INFORMS, vol. 58(2), pages 371-382, April.
- Russell C. H. Cheng & Jack P. C. Kleijnen, 1999.
"Improved Design of Queueing Simulation Experiments with Highly Heteroscedastic Responses,"
Operations Research, INFORMS, vol. 47(5), pages 762-777, October.
- Cheng, R.C.H. & Kleijnen, J.P.C., 1996. "Improved design of queuing simulation experiments with highly heteroscedastic responses," Discussion Paper 96.68, Tilburg University, Center for Economic Research.
- Cheng, R.C.H. & Kleijnen, J.P.C., 1996. "Improved design of queuing simulation experiments with highly heteroscedastic responses," Other publications TiSEM d8a325a9-82bf-4d23-839e-2, Tilburg University, School of Economics and Management.
- Feng Yang & Bruce Ankenman & Barry L. Nelson, 2007. "Efficient generation of cycle time‐throughput curves through simulation and metamodeling," Naval Research Logistics (NRL), John Wiley & Sons, vol. 54(1), pages 78-93, February.
- Chen, Xi & Zhou, Qiang, 2017. "Sequential design strategies for mean response surface metamodeling via stochastic kriging with adaptive exploration and exploitation," European Journal of Operational Research, Elsevier, vol. 262(2), pages 575-585.
- Civelek, Ismail & Biller, Bahar & Scheller-Wolf, Alan, 2021. "Impact of dependence on single-server queueing systems," European Journal of Operational Research, Elsevier, vol. 290(3), pages 1031-1045.
- Marne C. Cario & Barry L. Nelson, 1998. "Numerical Methods for Fitting and Simulating Autoregressive-to-Anything Processes," INFORMS Journal on Computing, INFORMS, vol. 10(1), pages 72-81, February.
- Kleijnen, J.P.C. & Bettonvil, B.W.M. & van Groenendaal, W.J.H., 1996.
"Validation of Simulation Models : Regression Analysis Revisited,"
Other publications TiSEM
4891f156-fe9c-4360-b82d-3, Tilburg University, School of Economics and Management.
- Kleijnen, J.P.C. & Bettonvil, B.W.M. & van Groenendaal, W.J.H., 1996. "Validation of Simulation Models : Regression Analysis Revisited," Discussion Paper 1996-07, Tilburg University, Center for Economic Research.
- Van Nyen, Pieter L. M. & Van Ooijen, Henny P. G. & Bertrand, J.W.M.J. Will M., 2004. "Simulation results on the performance of Albin and Whitt's estimation method for waiting times in integrated production-inventory systems," International Journal of Production Economics, Elsevier, vol. 90(2), pages 237-249, July.
- Li, Ming, 2017. "Record length requirement of long-range dependent teletraffic," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 472(C), pages 164-187.
- Sheldon H. Jacobson & Enver Yücesan, 1999. "On the Complexity of Verifying Structural Properties of Discrete Event Simulation Models," Operations Research, INFORMS, vol. 47(3), pages 476-481, June.
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:taf:tprsxx:v:55:y:2017:i:8:p:2304-2319. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/TPRS20 .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.