Jack P. C. Kleijnen

Publication Activity (10 Years)

Years Active: 1976-2022
Publications (10 Years): 8

Top Topics

Experimental Designs

Global Optimisation

Confidence Intervals

Top Venues

J. Oper. Res. Soc.

Eur. J. Oper. Res.

Simul. Model. Pract. Theory

Publications

Jack P. C. Kleijnen, Wim C. M. Van Beers
Statistical Tests for Cross-Validation of Kriging Models. INFORMS J. Comput. 34 (1) (2022)
Jack P. C. Kleijnen, Wen Shi
Sequential probability ratio tests: conservative and robust. Simul. 97 (1) (2021)
Wen Shi, Jack P. C. Kleijnen
Testing the assumptions of sequential bifurcation for factor screening. Simul. Model. Pract. Theory 81 (2018)
Ehsan Mehdad, Jack P. C. Kleijnen
Efficient global optimisation for black-box simulation via sequential intrinsic Kriging. J. Oper. Res. Soc. 69 (11) (2018)
Jack P. C. Kleijnen
Comment on Park et al.'s "Robust Kriging in computer experiments". J. Oper. Res. Soc. 68 (6) (2017)
Jack P. C. Kleijnen
Regression and Kriging metamodels with their experimental designs in simulation: A review. Eur. J. Oper. Res. 256 (1) (2017)
Jack P. C. Kleijnen, Ehsan Mehdad
Estimating the variance of the predictor in stochastic Kriging. Simul. Model. Pract. Theory 66 (2016)
Ehsan Mehdad, Jack P. C. Kleijnen
Kriging with bootstrapping or conditional simulation: classic Kriging's robust confidence intervals and optimization. J. Oper. Res. Soc. 66 (11) (2015)
Wen Shi, Jack P. C. Kleijnen, Zhixue Liu
Factor screening for simulation with multiple responses: Sequential bifurcation. Eur. J. Oper. Res. 237 (1) (2014)
Jack P. C. Kleijnen, Ehsan Mehdad
Multivariate versus univariate Kriging metamodels for multi-response simulation models. Eur. J. Oper. Res. 236 (2) (2014)
Jack P. C. Kleijnen
Simulation-optimization via Kriging and bootstrapping: a survey. J. Simulation 8 (4) (2014)
Jack P. C. Kleijnen
Comment: A Discrete-Event Simulation Perspective. Technometrics 55 (1) (2013)
Jack P. C. Kleijnen, Wim C. M. Van Beers
Monotonicity-preserving bootstrapped Kriging metamodels for expensive simulations. J. Oper. Res. Soc. 64 (5) (2013)
Jack P. C. Kleijnen, Ehsan Mehdad
Conditional simulation for efficient global optimization. WSC (2013)
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) (2012)
Jack P. C. Kleijnen, Ehsan Mehdad, Wim C. M. Van Beers
Convex and monotonic bootstrapped kriging. WSC (2012)
Gabriella Dellino, Jack P. C. Kleijnen, Carlo Meloni
Robust Optimization in Simulation: Taguchi and Krige Combined. INFORMS J. Comput. 24 (3) (2012)
Ebru Angün, Jack P. C. Kleijnen
An Asymptotic Test of Optimality Conditions in Multiresponse Simulation Optimization. INFORMS J. Comput. 24 (1) (2012)
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) (2011)
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) (2010)
Gabriella Dellino, Jack P. C. Kleijnen, Carlo Meloni
Parametric and distribution-free bootstrapping in robust simulation-optimization. WSC (2010)
Gabriella Dellino, Jack P. C. Kleijnen, Carlo Meloni
Robust Simulation-optimization using Metamodels. WSC (2009)
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) (2009)
Jack P. C. Kleijnen
Kriging metamodeling in simulation: A review. Eur. J. Oper. Res. 192 (3) (2009)
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) (2009)
Jack P. C. Kleijnen
Response surface methodology for constrained simulation optimization: An overview. Simul. Model. Pract. Theory 16 (1) (2008)
Jack P. C. Kleijnen
Design Of Experiments: Overview. WSC (2008)
Jack P. C. Kleijnen
Simulation experiments in practice: statistical design and regression analysis. J. Simulation 2 (1) (2008)
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) (2008)
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)
Jack P. C. Kleijnen, Jie Wan
Optimization of simulated systems: OptQuest and alternatives. Simul. Model. Pract. Theory 15 (3) (2007)
Jack P. C. Kleijnen
Regression models and experimental designs: a tutorial for simulation analysts. WSC (2007)
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) (2006)
Jack P. C. Kleijnen
White noise assumptions revisited: regression metamodels and experimental designs in practice. WSC (2006)
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) (2006)
Dick den Hertog, Jack P. C. Kleijnen, Alex Y. D. Siem
The correct Kriging variance estimated by bootstrapping. J. Oper. Res. Soc. 57 (4) (2006)
Jack P. C. Kleijnen, David Deflandre
Validation of regression metamodels in simulation: Bootstrap approach. Eur. J. Oper. Res. 170 (1) (2006)
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) (2005)
Jack P. C. Kleijnen
Forty years of statistical design and analysis of simulation experiments (DASE). WSC (2005)
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) (2005)
Jack P. C. Kleijnen
An overview of the design and analysis of simulation experiments for sensitivity analysis. Eur. J. Oper. Res. 164 (2) (2005)
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) (2005)
William E. Biles, Jack P. C. Kleijnen
International collaborations in web-based simulation: a focus on experimental design and optimization. WSC (2005)
Jack P. C. Kleijnen
Supply chain simulation tools and techniques: a survey. Int. J. Simul. Process. Model. 1 (1/2) (2005)
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) (2004)
Jack P. C. Kleijnen, Wim C. M. Van Beers
Application-driven sequential designs for simulation experiments: Kriging metamodelling. J. Oper. Res. Soc. 55 (8) (2004)
Wim C. M. Van Beers, Jack P. C. Kleijnen
Kriging Interpolation in Simulation: A Survey. WSC (2004)
Jack P. C. Kleijnen, Martin T. Smits
Performance metrics in supply chain management. J. Oper. Res. Soc. 54 (5) (2003)
William E. Biles, Jack P. C. Kleijnen
Statistical Methodology for WEB-Based Simulation. DS-RT (2003)
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) (2003)
Wim C. M. Van Beers, Jack P. C. Kleijnen
Kriging for interpolation in random simulation. J. Oper. Res. Soc. 54 (3) (2003)
Jack P. C. Kleijnen, Eric Gaury
Short-term robustness of production management systems: A case study. Eur. J. Oper. Res. 148 (2) (2003)
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) (2002)
Ebru Angün, Jack P. C. Kleijnen, Dick den Hertog, Gül Gürkan
Recent advances in simulation optimization: response surface methodology revisited. WSC (2002)
Jack P. C. Kleijnen
Ethical issues in modeling: Some reflections. Eur. J. Oper. Res. 130 (1) (2001)
Jack P. C. Kleijnen, Russell C. H. Cheng, Bert Bettonvil
Validation of Trace-Driven Simulation Models: Bootstrap Tests. Manag. Sci. 47 (11) (2001)
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) (2001)
E. G. A. Gaury, Jack P. C. Kleijnen, Henri Pierreval
A methodology to customize pull control systems. J. Oper. Res. Soc. 52 (7) (2001)
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)
Charles Marr, Christopher Storey, William E. Biles, Jack P. C. Kleijnen
A Java-based simulation manager for web-based simulation. WSC (2000)
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)
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)
Jack P. C. Kleijnen, Robert G. Sargent
A methodology for fitting and validating metamodels in simulation. Eur. J. Oper. Res. 120 (1) (2000)
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) (2000)
Jack P. C. Kleijnen, Willem J. H. Van Groenendaal
Measuring the quality of publications: new methodology and case study. Inf. Process. Manag. 36 (4) (2000)
Jack P. C. Kleijnen
Validation of models: statistical techniques and data availability. WSC (1999)
Jack P. C. Kleijnen, Özge Pala
Maximizing the Simulation Output: A Competition. Simul. 73 (3) (1999)
Russell C. H. Cheng, Jack P. C. Kleijnen
Improved Design of Queueing Simulation Experiments with Highly Heteroscedastic Responses. Oper. Res. 47 (5) (1999)
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)
Jack P. C. Kleijnen, A. J. Feelders, Russell C. H. Cheng
Bootstrapping and Validation of Metamodels in Simulation. WSC (1998)
E. G. A. Gaury, Jack P. C. Kleijnen
Risk Analysis of Robust System Design. WSC (1998)
Willem J. H. Van Groenendaal, Jack P. C. Kleijnen
Identifying Important Factors in Deterministic Investment Problems Using Design of Experiments. WSC (1998)
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)
Willem J. H. Van Groenendaal, Jack P. C. Kleijnen
Regression metamodels and design of experiments. WSC (1996)
Jack P. C. Kleijnen
Five-Stage Procedure for the Evaluation of Simulation Models Through Statistical Techniques. WSC (1996)
Jack P. C. Kleijnen, Bert Bettonvil, Willem J. H. Van Groenendaal
Validation of Trace-Driven Simulation Models: Regression Analysis Revisited. WSC (1996)
Jack P. C. Kleijnen
Sensitivity Analysis and Optimization in Simulation: Design of Experiments and Case Studies. WSC (1995)
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) (1994)
Jack P. C. Kleijnen
Simulation and optimization in production planning: A case study. Decis. Support Syst. 9 (3) (1993)
Jack P. C. Kleijnen
A note on Wild and Pignatiello's experimental design strategy. Simul. 58 (6) (1992)
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) (1992)
Jack P. C. Kleijnen
Statistics and deterministic simulation models: why not? WSC (1990)
Jack P. C. Kleijnen
Selecting random number seeds in practice. Simul. 47 (1) (1986)
Jack P. C. Kleijnen, Anton J. Van Reeken
Principles of Computer Charging in a University-Type Organization. Commun. ACM 26 (11) (1983)
Jack P. C. Kleijnen
Scoring methods, multiple criteria, and utility analysis. SIGMETRICS Perform. Evaluation Rev. 9 (3) (1980)
Jack P. C. Kleijnen
A note on computer system data gathering. SIGMETRICS Perform. Evaluation Rev. 8 (1-2) (1979)
Jack P. C. Kleijnen
Statistical Problems in the Simulation of Computer Systems. Performance (1976)
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) (1976)