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ORCIDJack P. C. Kleijnen
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- affiliation: Tilburg University, The Netherlands
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Journal Articles
- 2022
[j60]Jack P. C. Kleijnen
, Wim C. M. Van Beers:
Statistical Tests for Cross-Validation of Kriging Models. INFORMS J. Comput. 34(1): 607-621 (2022)- 2021
- [j59]Jack P. C. Kleijnen, Wen Shi:
Sequential probability ratio tests: conservative and robust. Simul. 97(1) (2021) - 2018
- [j58]Ehsan Mehdad, Jack P. C. Kleijnen:
Efficient global optimisation for black-box simulation via sequential intrinsic Kriging. J. Oper. Res. Soc. 69(11): 1725-1737 (2018) - [j57]Wen Shi, Jack P. C. Kleijnen:
Testing the assumptions of sequential bifurcation for factor screening. Simul. Model. Pract. Theory 81: 85-99 (2018) - 2017
- [j56]Jack P. C. Kleijnen:
Regression and Kriging metamodels with their experimental designs in simulation: A review. Eur. J. Oper. Res. 256(1): 1-16 (2017) - [j55]Jack P. C. Kleijnen:
Comment on Park et al.'s "Robust Kriging in computer experiments". J. Oper. Res. Soc. 68(6): 739-740 (2017) - 2016
- [j54]Jack P. C. Kleijnen, Ehsan Mehdad:
Estimating the variance of the predictor in stochastic Kriging. Simul. Model. Pract. Theory 66: 166-173 (2016) - 2015
- [j53]Ehsan Mehdad, Jack P. C. Kleijnen:
Classic Kriging versus Kriging with bootstrapping or conditional simulation: classic Kriging's robust confidence intervals and optimization. J. Oper. Res. Soc. 66(11): 1804-1814 (2015) - 2014
- [j52]Jack P. C. Kleijnen, Ehsan Mehdad:
Multivariate versus univariate Kriging metamodels for multi-response simulation models. Eur. J. Oper. Res. 236(2): 573-582 (2014) - [j51]Wen Shi, Jack P. C. Kleijnen, Zhixue Liu:
Factor screening for simulation with multiple responses: Sequential bifurcation. Eur. J. Oper. Res. 237(1): 136-147 (2014) - [j50]Jack P. C. Kleijnen:
Simulation-optimization via Kriging and bootstrapping: a survey. J. Simulation 8(4): 241-250 (2014) - 2013
- [j49]Jack P. C. Kleijnen, Wim C. M. Van Beers:
Monotonicity-preserving bootstrapped Kriging metamodels for expensive simulations. J. Oper. Res. Soc. 64(5): 708-717 (2013) - [j48]Jack P. C. Kleijnen:
Comment: A Discrete-Event Simulation Perspective. Technometrics 55(1): 21-24 (2013) - 2012
- [j47]Ebru Angün, Jack P. C. Kleijnen:
An Asymptotic Test of Optimality Conditions in Multiresponse Simulation Optimization. INFORMS J. Comput. 24(1): 53-65 (2012) - [j46]Gabriella Dellino, Jack P. C. Kleijnen, Carlo Meloni:
Robust Optimization in Simulation: Taguchi and Krige Combined. INFORMS J. Comput. 24(3): 471-484 (2012) - [j45]Jack P. C. Kleijnen, Wim C. M. Van Beers, Inneke Van Nieuwenhuyse:
Expected improvement in efficient global optimization through bootstrapped kriging. J. Glob. Optim. 54(1): 59-73 (2012) - 2011
- [j44]Jack P. C. Kleijnen, Henri Pierreval, Jin Zhang:
Methodology for determining the acceptability of system designs in uncertain environments. Eur. J. Oper. Res. 209(2): 176-183 (2011) - [j43]Jack P. C. Kleijnen:
Ethical Issues in Engineering Models: An Operations Researcher's Reflections. Sci. Eng. Ethics 17(3): 539-552 (2011) - 2010
- [j42]Jack P. C. Kleijnen, Wim C. M. Van Beers, Inneke Van Nieuwenhuyse:
Constrained optimization in expensive simulation: Novel approach. Eur. J. Oper. Res. 202(1): 164-174 (2010) - 2009
- [j41]Jack P. C. Kleijnen:
Kriging metamodeling in simulation: A review. Eur. J. Oper. Res. 192(3): 707-716 (2009) - [j40]Bert Bettonvil, Enrique del Castillo, Jack P. C. Kleijnen:
Statistical testing of optimality conditions in multiresponse simulation-based optimization. Eur. J. Oper. Res. 199(2): 448-458 (2009) - [j39]Ebru Angün, Jack P. C. Kleijnen, Dick den Hertog, Gül Gürkan:
Response surface methodology with stochastic constraints for expensive simulation. J. Oper. Res. Soc. 60(6): 735-746 (2009) - 2008
- [j38]Wim C. M. Van Beers, Jack P. C. Kleijnen:
Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping. Eur. J. Oper. Res. 186(3): 1099-1113 (2008) - [j37]Jack P. C. Kleijnen:
Simulation experiments in practice: statistical design and regression analysis. J. Simulation 2(1): 19-27 (2008) - [j36]Jack P. C. Kleijnen:
Response surface methodology for constrained simulation optimization: An overview. Simul. Model. Pract. Theory 16(1): 50-64 (2008) - 2007
- [j35]Jack P. C. Kleijnen, Jie Wan:
Optimization of simulated systems: OptQuest and alternatives. Simul. Model. Pract. Theory 15(3): 354-362 (2007) - 2006
- [j34]Jack P. C. Kleijnen, David Deflandre:
Validation of regression metamodels in simulation: Bootstrap approach. Eur. J. Oper. Res. 170(1): 120-131 (2006) - [j33]Jack P. C. Kleijnen, Dick den Hertog, Ebru Angün:
Response surface methodology's steepest ascent and step size revisited: Correction. Eur. J. Oper. Res. 170(2): 664-666 (2006) - [j32]V. Cristina Ivanescu, J. Will M. Bertrand, Jan C. Fransoo, Jack P. C. Kleijnen:
Bootstrapping to solve the limited data problem in production control: an application in batch process industries. J. Oper. Res. Soc. 57(1): 2-9 (2006) - [j31]Dick den Hertog, Jack P. C. Kleijnen, Alex Y. D. Siem:
The correct Kriging variance estimated by bootstrapping. J. Oper. Res. Soc. 57(4): 400-409 (2006) - 2005
- [j30]Jack P. C. Kleijnen:
An overview of the design and analysis of simulation experiments for sensitivity analysis. Eur. J. Oper. Res. 164(2): 287-300 (2005) - [j29]Jack P. C. Kleijnen, Wim C. M. Van Beers:
Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments. Eur. J. Oper. Res. 165(3): 826-834 (2005) - [j28]Jack P. C. Kleijnen:
Supply chain simulation tools and techniques: a survey. Int. J. Simul. Process. Model. 1(1/2): 82-89 (2005) - [j27]Jack P. C. Kleijnen, Susan M. Sanchez, Thomas W. Lucas, Thomas M. Cioppa:
State-of-the-Art Review: A User's Guide to the Brave New World of Designing Simulation Experiments. INFORMS J. Comput. 17(3): 263-289 (2005) - [j26]Chun-Hung Chen, Jack P. C. Kleijnen, James R. Wilson, Özalp Özer:
Operations Research 2004 Meritorious Service Award Recipients and Appreciation to 2004 Referees. Oper. Res. 53(5): 889 (2005) - 2004
- [j25]Jack P. C. Kleijnen, Dick den Hertog, Ebru Angün:
Response surface methodology's steepest ascent and step size revisited. Eur. J. Oper. Res. 159(1): 121-131 (2004) - [j24]Jack P. C. Kleijnen, Wim C. M. Van Beers:
Application-driven sequential designs for simulation experiments: Kriging metamodelling. J. Oper. Res. Soc. 55(8): 876-883 (2004) - 2003
- [j23]Antonie Vonk Noordegraaf, Mirjam Nielen, Jack P. C. Kleijnen:
Sensitivity analysis by experimental design and metamodelling: Case study on simulation in national animal disease control. Eur. J. Oper. Res. 146(3): 433-443 (2003) - [j22]Jack P. C. Kleijnen, Eric Gaury:
Short-term robustness of production management systems: A case study. Eur. J. Oper. Res. 148(2): 452-465 (2003) - [j21]Wim C. M. Van Beers, Jack P. C. Kleijnen:
Kriging for interpolation in random simulation. J. Oper. Res. Soc. 54(3): 255-262 (2003) - [j20]Jack P. C. Kleijnen, Martin T. Smits:
Performance metrics in supply chain management. J. Oper. Res. Soc. 54(5): 507-514 (2003) - 2002
- [j19]Willem J. H. Van Groenendaal, Jack P. C. Kleijnen:
Deterministic versus stochastic sensitivity analysis in investment problems: An environmental case study. Eur. J. Oper. Res. 141(1): 8-20 (2002) - 2001
- [j18]Jack P. C. Kleijnen:
Ethical issues in modeling: Some reflections. Eur. J. Oper. Res. 130(1): 223-230 (2001) - [j17]Ilan Halachmi, Alen Dzidic, Jos H. M. Metz, Bert Speelman, Aalt A. Dijkhuizen, Jack P. C. Kleijnen:
Validation of simulation model for robotic milking barn design. Eur. J. Oper. Res. 134(3): 677-688 (2001) - [j16]E. G. A. Gaury, Jack P. C. Kleijnen, Henri Pierreval:
A methodology to customize pull control systems. J. Oper. Res. Soc. 52(7): 789-799 (2001) - [j15]Jack P. C. Kleijnen, Russell C. H. Cheng, Bert Bettonvil:
Validation of Trace-Driven Simulation Models: Bootstrap Tests. Manag. Sci. 47(11): 1533-1538 (2001) - 2000
- [j14]Jack P. C. Kleijnen, Robert G. Sargent:
A methodology for fitting and validating metamodels in simulation. Eur. J. Oper. Res. 120(1): 14-29 (2000) - [j13]Jack P. C. Kleijnen, Willem J. H. Van Groenendaal:
Measuring the quality of publications: new methodology and case study. Inf. Process. Manag. 36(4): 551-570 (2000) - [j12]E. G. A. Gaury, Henri Pierreval, Jack P. C. Kleijnen:
An evolutionary approach to select a pull system among Kanban, Conwip and Hybrid. J. Intell. Manuf. 11(2): 157-167 (2000) - 1999
- [j11]Russell C. H. Cheng, Jack P. C. Kleijnen:
Improved Design of Queueing Simulation Experiments with Highly Heteroscedastic Responses. Oper. Res. 47(5): 762-777 (1999) - [j10]Jack P. C. Kleijnen, Özge Pala:
Maximizing the Simulation Output: A Competition. Simul. 73(3): 168-173 (1999) - 1994
- [j9]Bert Bettonvil, Jack P. C. Kleijnen:
IMAGE - Modeling the Greenhouse Effect: Identifying the Important Factors in Simulation Models with Many Factors (FEW 498). Simul. 63(4): 275-276 (1994) - 1993
- [j8]Jack P. C. Kleijnen:
Simulation and optimization in production planning: A case study. Decis. Support Syst. 9(3): 269-280 (1993) - 1992
- [j7]Jack P. C. Kleijnen:
A note on Wild and Pignatiello's experimental design strategy. Simul. 58(6): 393-394 (1992) - [j6]Jack P. C. Kleijnen, Greet van Ham, Jan Rotmans:
Techniques for sensitivity analysis of simulation models: A case study of the CO2 greenhouse effect. Simul. 58(6): 410-417 (1992) - 1986
- [j5]Jack P. C. Kleijnen:
Selecting random number seeds in practice. Simul. 47(1): 15-17 (1986) - 1983
- [j4]Jack P. C. Kleijnen, Anton J. Van Reeken:
Principles of Computer Charging in a University-Type Organization. Commun. ACM 26(11): 926-932 (1983) - 1980
- [j3]Jack P. C. Kleijnen:
Scoring methods, multiple criteria, and utility analysis. SIGMETRICS Perform. Evaluation Rev. 9(3): 45-56 (1980) - 1979
- [j2]Jack P. C. Kleijnen:
A note on computer system data gathering. SIGMETRICS Perform. Evaluation Rev. 8(1-2): 56 (1979) - 1976
- [j1]G. W. J. Coppens, M. P. F. M. van Dongen, Jack P. C. Kleijnen:
Quantile estimation in regenerative simulation: a case study. SIGMETRICS Perform. Evaluation Rev. 5(3): 5-15 (1976)
Conference and Workshop Papers
- 2013
- [c29]Jack P. C. Kleijnen, Ehsan Mehdad:
Conditional simulation for efficient global optimization. WSC 2013: 969-979 - 2012
- [c28]Jack P. C. Kleijnen, Ehsan Mehdad, Wim C. M. Van Beers:
Convex and monotonic bootstrapped kriging. WSC 2012: 49:1-49:12 - 2010
- [c27]Gabriella Dellino, Jack P. C. Kleijnen, Carlo Meloni:
Parametric and distribution-free bootstrapping in robust simulation-optimization. WSC 2010: 1283-1294 - 2009
- [c26]Gabriella Dellino, Jack P. C. Kleijnen, Carlo Meloni:
Robust Simulation-optimization using Metamodels. WSC 2009: 540-550 - 2008
- [c25]Jack P. C. Kleijnen:
Design Of Experiments: Overview. WSC 2008: 479-488 - 2007
- [c24]Jack P. C. Kleijnen:
Regression models and experimental designs: a tutorial for simulation analysts. WSC 2007: 183-194 - [c23]William E. Biles, Jack P. C. Kleijnen, Wim C. M. Van Beers, Inneke Van Nieuwenhuyse:
Kriging metamodeling in constrained simulation optimization: an explorative study. WSC 2007: 355-362 - 2006
- [c22]Jack P. C. Kleijnen:
White noise assumptions revisited: regression metamodels and experimental designs in practice. WSC 2006: 107-117 - 2005
- [c21]Jack P. C. Kleijnen:
Forty years of statistical design and analysis of simulation experiments (DASE). WSC 2005: 1-17 - [c20]William E. Biles, Jack P. C. Kleijnen:
International collaborations in web-based simulation: a focus on experimental design and optimization. WSC 2005: 218-222 - 2004
- [c19]Wim C. M. Van Beers, Jack P. C. Kleijnen:
Kriging Interpolation in Simulation: A Survey. WSC 2004: 113-121 - 2003
- [c18]William E. Biles, Jack P. C. Kleijnen:
Statistical Methodology for WEB-Based Simulation. DS-RT 2003: 147-149 - 2002
- [c17]Ebru Angün, Jack P. C. Kleijnen, Dick den Hertog, Gül Gürkan:
Recent advances in simulation optimization: response surface methodology revisited. WSC 2002: 377-383 - 2001
- [c16]Jack P. C. Kleijnen, Antonie Vonk Noordegraaf, Mirjam Nielen:
Sensitivity analysis of censored output through polynomial, logistic, and tobit regression meta-models: theory and case study. WSC 2001: 486-491 - 2000
- [c15]Jack P. C. Kleijnen, Russell C. H. Cheng, Bert Bettonvil:
VV&A; IV: validation of trace-driven simulation models: more on bootstrap tests. WSC 2000: 882-892 - [c14]Robert G. Sargent, Priscilla A. Glasow, Jack P. C. Kleijnen, Averill M. Law, Ian McGregor, Simone Youngblood:
Strategic directions in VV&A; research: strategic directions in Verification, Validation, and Accreditation research. WSC 2000: 909-916 - [c13]Charles Marr, Christopher M. Storey, William E. Biles, Jack P. C. Kleijnen:
A Java-based simulation manager for web-based simulation. WSC 2000: 1815-1822 - 1999
- [c12]William E. Biles, Jack P. C. Kleijnen:
A Java-based simulation manager for optimization and response surface methodology in multiple-response parallel simulation. WSC 1999: 513-517 - [c11]Jack P. C. Kleijnen:
Validation of models: statistical techniques and data availability. WSC 1999: 647-654 - 1998
- [c10]Jack P. C. Kleijnen, A. J. Feelders, Russell C. H. Cheng:
Bootstrapping and Validation of Metamodels in Simulation. WSC 1998: 701-705 - [c9]Willem J. H. Van Groenendaal, Jack P. C. Kleijnen:
Identifying Important Factors in Deterministic Investment Problems Using Design of Experiments. WSC 1998: 713-718 - [c8]E. G. A. Gaury, Jack P. C. Kleijnen:
Risk Analysis of Robust System Design. WSC 1998: 1533-1540 - 1997
- [c7]Eric van Heck, Eric van Damme, Jack P. C. Kleijnen, Pieter M. A. Ribbers:
New Entrants and the Role of Information Technology Case-Study: the Tele Flower Auction in the Netherlands. HICSS (3) 1997: 228- - 1996
- [c6]Jack P. C. Kleijnen:
Five-Stage Procedure for the Evaluation of Simulation Models Through Statistical Techniques. WSC 1996: 248-254 - [c5]Jack P. C. Kleijnen, Bert Bettonvil, Willem J. H. Van Groenendaal:
Validation of Trace-Driven Simulation Models: Regression Analysis Revisited. WSC 1996: 352-359 - [c4]Willem J. H. Van Groenendaal, Jack P. C. Kleijnen:
Regression metamodels and design of experiments. WSC 1996: 1433-1439 - 1995
- [c3]Jack P. C. Kleijnen:
Sensitivity Analysis and Optimization in Simulation: Design of Experiments and Case Studies. WSC 1995: 133-140 - 1990
- [c2]Jack P. C. Kleijnen:
Statistics and deterministic simulation models: why not? WSC 1990: 344-346 - 1976
- [c1]Jack P. C. Kleijnen:
Statistical Problems in the Simulation of Computer Systems. Performance 1976: 467-483
Parts in Books or Collections
- 2020
- [p2]Jack P. C. Kleijnen:
Simulation Optimization Through Regression or Kriging Metamodels. High-Performance Simulation-Based Optimization 2020: 115-135 - 2010
- [p1]Jack P. C. Kleijnen:
Design and Analysis of Computational Experiments: Overview. Experimental Methods for the Analysis of Optimization Algorithms 2010: 51-72
Coauthor Index
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