Jack P. C. Kleijnen

93 papers C 1Misc 28Journal 61Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Constrained optimization in simulation: efficient global optimization and Karush-Kuhn-Tucker conditions.
J. Glob. Optim.
Jack P. C. Kleijnen, Ebru Angün, Inneke Van Nieuwenhuyse, Wim C. M. van Beers
2024 Misc conf
Black-Box Simulation-Optimization with Quantile Constraints: An Inventory Case Study.
WSC
Ebru Angün, Jack P. C. Kleijnen
2022 J jnl
Statistical Tests for Cross-Validation of Kriging Models.
INFORMS J. Comput.
Jack P. C. Kleijnen, Wim C. M. van Beers
2021 J jnl
Sequential probability ratio tests: conservative and robust.
Simul.
Jack P. C. Kleijnen, Wen Shi
2020 — ch.
Simulation Optimization Through Regression or Kriging Metamodels.
High-Performance Simulation-Based Optimization
Jack P. C. Kleijnen
2018 J jnl
Efficient global optimisation for black-box simulation via sequential intrinsic Kriging.
J. Oper. Res. Soc.
Ehsan Mehdad, Jack P. C. Kleijnen
2018 J jnl
Testing the assumptions of sequential bifurcation for factor screening.
Simul. Model. Pract. Theory
Wen Shi, Jack P. C. Kleijnen
2017 J jnl
Comment on Park et al.'s "Robust Kriging in computer experiments".
J. Oper. Res. Soc.
Jack P. C. Kleijnen
2017 J jnl
Regression and Kriging metamodels with their experimental designs in simulation: A review.
Eur. J. Oper. Res.
Jack P. C. Kleijnen
2016 J jnl
Estimating the variance of the predictor in stochastic Kriging.
Simul. Model. Pract. Theory
Jack P. C. Kleijnen, Ehsan Mehdad
2015 J jnl
Classic Kriging
J. Oper. Res. Soc.
Ehsan Mehdad, Jack P. C. Kleijnen
2014 J jnl
Factor screening for simulation with multiple responses: Sequential bifurcation.
Eur. J. Oper. Res.
Wen Shi, Jack P. C. Kleijnen, Zhixue Liu
2014 J jnl
Multivariate versus univariate Kriging metamodels for multi-response simulation models.
Eur. J. Oper. Res.
Jack P. C. Kleijnen, Ehsan Mehdad
2014 J jnl
Simulation-optimization via Kriging and bootstrapping: a survey.
J. Simulation
Jack P. C. Kleijnen
2013 J jnl
Comment: A Discrete-Event Simulation Perspective.
Technometrics
Jack P. C. Kleijnen
2013 Misc conf
Conditional simulation for efficient global optimization.
WSC
Jack P. C. Kleijnen, Ehsan Mehdad
2013 J jnl
Monotonicity-preserving bootstrapped Kriging metamodels for expensive simulations.
J. Oper. Res. Soc.
Jack P. C. Kleijnen, Wim C. M. van Beers
2012 J jnl
An Asymptotic Test of Optimality Conditions in Multiresponse Simulation Optimization.
INFORMS J. Comput.
Ebru Angün, Jack P. C. Kleijnen
2012 Misc conf
Convex and monotonic bootstrapped kriging.
WSC
Jack P. C. Kleijnen, Ehsan Mehdad, Wim C. M. van Beers
2012 J jnl
Expected improvement in efficient global optimization through bootstrapped kriging.
J. Glob. Optim.
Jack P. C. Kleijnen, Wim C. M. van Beers, Inneke Van Nieuwenhuyse
2012 J jnl
Robust Optimization in Simulation: Taguchi and Krige Combined.
INFORMS J. Comput.
Gabriella Dellino, Jack P. C. Kleijnen, Carlo Meloni
2011 J jnl
Ethical Issues in Engineering Models: An Operations Researcher's Reflections.
Sci. Eng. Ethics
Jack P. C. Kleijnen
2011 J jnl
Methodology for determining the acceptability of system designs in uncertain environments.
Eur. J. Oper. Res.
Jack P. C. Kleijnen, Henri Pierreval, Jin Zhang
2010 J jnl
Constrained optimization in expensive simulation: Novel approach.
Eur. J. Oper. Res.
Jack P. C. Kleijnen, Wim C. M. van Beers, Inneke Van Nieuwenhuyse
2010 — ch.
Design and Analysis of Computational Experiments: Overview.
Experimental Methods for the Analysis of Optimization Algorithms
Jack P. C. Kleijnen
2010 Misc conf
Parametric and distribution-free bootstrapping in robust simulation-optimization.
WSC
Gabriella Dellino, Jack P. C. Kleijnen, Carlo Meloni
2009 J jnl
Kriging metamodeling in simulation: A review.
Eur. J. Oper. Res.
Jack P. C. Kleijnen
2009 J jnl
Response surface methodology with stochastic constraints for expensive simulation.
J. Oper. Res. Soc.
Ebru Angün, Jack P. C. Kleijnen, Dick den Hertog, Gül Gürkan
2009 Misc conf
Robust Simulation-optimization using Metamodels.
WSC
Gabriella Dellino, Jack P. C. Kleijnen, Carlo Meloni
2009 J jnl
Statistical testing of optimality conditions in multiresponse simulation-based optimization.
Eur. J. Oper. Res.
Bert Bettonvil, Enrique del Castillo, Jack P. C. Kleijnen
2008 J jnl
Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping.
Eur. J. Oper. Res.
Wim C. M. van Beers, Jack P. C. Kleijnen
2008 Misc conf
Design Of Experiments: Overview.
WSC
Jack P. C. Kleijnen
2008 J jnl
Response surface methodology for constrained simulation optimization: An overview.
Simul. Model. Pract. Theory
Jack P. C. Kleijnen
2008 J jnl
Simulation experiments in practice: statistical design and regression analysis.
J. Simulation
Jack P. C. Kleijnen
2007 Misc conf
Kriging metamodeling in constrained simulation optimization: an explorative study.
WSC
William E. Biles, Jack P. C. Kleijnen, Wim C. M. van Beers, Inneke Van Nieuwenhuyse
2007 J jnl
Optimization of simulated systems: OptQuest and alternatives.
Simul. Model. Pract. Theory
Jack P. C. Kleijnen, Jie Wan
2007 Misc conf
Regression models and experimental designs: a tutorial for simulation analysts.
WSC
Jack P. C. Kleijnen
2006 J jnl
Bootstrapping to solve the limited data problem in production control: an application in batch process industries.
J. Oper. Res. Soc.
V. Cristina Ivanescu, J. Will M. Bertrand, Jan C. Fransoo, Jack P. C. Kleijnen
2006 J jnl
Response surface methodology's steepest ascent and step size revisited: Correction.
Eur. J. Oper. Res.
Jack P. C. Kleijnen, Dick den Hertog, Ebru Angün
2006 J jnl
The correct Kriging variance estimated by bootstrapping.
J. Oper. Res. Soc.
Dick den Hertog, Jack P. C. Kleijnen, Alex Y. D. Siem
2006 J jnl
Validation of regression metamodels in simulation: Bootstrap approach.
Eur. J. Oper. Res.
Jack P. C. Kleijnen, David Deflandre
2006 Misc conf
White noise assumptions revisited: regression metamodels and experimental designs in practice.
WSC
Jack P. C. Kleijnen
2005 J jnl
An overview of the design and analysis of simulation experiments for sensitivity analysis.
Eur. J. Oper. Res.
Jack P. C. Kleijnen
2005 Misc conf
Forty years of statistical design and analysis of simulation experiments (DASE).
WSC
Jack P. C. Kleijnen
2005 Misc conf
International collaborations in web-based simulation: a focus on experimental design and optimization.
WSC
William E. Biles, Jack P. C. Kleijnen
2005 J jnl
Operations Research 2004 Meritorious Service Award Recipients and Appreciation to 2004 Referees.
Oper. Res.
Chun-Hung Chen, Jack P. C. Kleijnen, James R. Wilson, Özalp Özer
2005 J jnl
Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments.
Eur. J. Oper. Res.
Jack P. C. Kleijnen, Wim C. M. van Beers
2005 J jnl
State-of-the-Art Review: A User's Guide to the Brave New World of Designing Simulation Experiments.
INFORMS J. Comput.
Jack P. C. Kleijnen, Susan M. Sanchez, Thomas W. Lucas, Thomas M. Cioppa
2005 J jnl
Supply chain simulation tools and techniques: a survey.
Int. J. Simul. Process. Model.
Jack P. C. Kleijnen
2004 J jnl
Application-driven sequential designs for simulation experiments: Kriging metamodelling.
J. Oper. Res. Soc.
Jack P. C. Kleijnen, Wim C. M. van Beers
2004 Misc conf
Kriging Interpolation in Simulation: A Survey.
WSC
Wim C. M. van Beers, Jack P. C. Kleijnen
2004 J jnl
Response surface methodology's steepest ascent and step size revisited.
Eur. J. Oper. Res.
Jack P. C. Kleijnen, Dick den Hertog, Ebru Angün
2003 J jnl
Kriging for interpolation in random simulation.
J. Oper. Res. Soc.
Wim C. M. van Beers, Jack P. C. Kleijnen
2003 J jnl
Performance metrics in supply chain management.
J. Oper. Res. Soc.
Jack P. C. Kleijnen, Martin T. Smits
2003 J jnl
Sensitivity analysis by experimental design and metamodelling: Case study on simulation in national animal disease control.
Eur. J. Oper. Res.
Antonie Vonk Noordegraaf, Mirjam Nielen, Jack P. C. Kleijnen
2003 J jnl
Short-term robustness of production management systems: A case study.
Eur. J. Oper. Res.
Jack P. C. Kleijnen, Eric Gaury
2003 C conf
Statistical Methodology for WEB-Based Simulation.
DS-RT
William E. Biles, Jack P. C. Kleijnen
2002 J jnl
Deterministic versus stochastic sensitivity analysis in investment problems: An environmental case study.
Eur. J. Oper. Res.
Willem J. H. Van Groenendaal, Jack P. C. Kleijnen
2002 Misc conf
Recent advances in simulation optimization: response surface methodology revisited.
WSC
Ebru Angün, Jack P. C. Kleijnen, Dick den Hertog, Gül Gürkan
2001 J jnl
A methodology to customize pull control systems.
J. Oper. Res. Soc.
E. G. A. Gaury, Jack P. C. Kleijnen, Henri Pierreval
2001 J jnl
Ethical issues in modeling: Some reflections.
Eur. J. Oper. Res.
Jack P. C. Kleijnen
2001 Misc conf
Sensitivity analysis of censored output through polynomial, logistic, and tobit regression meta-models: theory and case study.
WSC
Jack P. C. Kleijnen, Antonie Vonk Noordegraaf, Mirjam Nielen
2001 J jnl
Validation of Trace-Driven Simulation Models: Bootstrap Tests.
Manag. Sci.
Jack P. C. Kleijnen, Russell C. H. Cheng, Bert Bettonvil
2001 J jnl
Validation of simulation model for robotic milking barn design.
Eur. J. Oper. Res.
Ilan Halachmi, Alen Dzidic, Jos H. M. Metz, Bert Speelman, Aalt A. Dijkhuizen, Jack P. C. Kleijnen
2000 Misc conf
A Java-based simulation manager for web-based simulation.
WSC
Charles Marr, Christopher M. Storey, William E. Biles, Jack P. C. Kleijnen
2000 J jnl
A methodology for fitting and validating metamodels in simulation.
Eur. J. Oper. Res.
Jack P. C. Kleijnen, Robert G. Sargent
2000 J jnl
An evolutionary approach to select a pull system among Kanban, Conwip and Hybrid.
J. Intell. Manuf.
E. G. A. Gaury, Henri Pierreval, Jack P. C. Kleijnen
2000 J jnl
Measuring the quality of publications: new methodology and case study.
Inf. Process. Manag.
Jack P. C. Kleijnen, Willem J. H. Van Groenendaal
2000 Misc conf
Strategic directions in VV&A; research: strategic directions in Verification, Validation, and Accreditation research.
WSC
Robert G. Sargent, Priscilla A. Glasow, Jack P. C. Kleijnen, Averill M. Law, Ian McGregor, Simone Youngblood
2000 Misc conf
VV&A; IV: validation of trace-driven simulation models: more on bootstrap tests.
WSC
Jack P. C. Kleijnen, Russell C. H. Cheng, Bert Bettonvil
1999 Misc conf
A Java-based simulation manager for optimization and response surface methodology in multiple-response parallel simulation.
WSC
William E. Biles, Jack P. C. Kleijnen
1999 J jnl
Improved Design of Queueing Simulation Experiments with Highly Heteroscedastic Responses.
Oper. Res.
Russell C. H. Cheng, Jack P. C. Kleijnen
1999 J jnl
Maximizing the Simulation Output: A Competition.
Simul.
Jack P. C. Kleijnen, Özge Pala
1999 Misc conf
Validation of models: statistical techniques and data availability.
WSC
Jack P. C. Kleijnen
1998 Misc conf
Bootstrapping and Validation of Metamodels in Simulation.
WSC
Jack P. C. Kleijnen, A. J. Feelders, Russell C. H. Cheng
1998 Misc conf
Identifying Important Factors in Deterministic Investment Problems Using Design of Experiments.
WSC
Willem J. H. Van Groenendaal, Jack P. C. Kleijnen
1998 Misc conf
Risk Analysis of Robust System Design.
WSC
E. G. A. Gaury, Jack P. C. Kleijnen
1997 — conf
New Entrants and the Role of Information Technology Case-Study: the Tele Flower Auction in the Netherlands.
HICSS (3)
Eric van Heck, Eric van Damme, Jack P. C. Kleijnen, Pieter M. A. Ribbers
1996 Misc conf
Five-Stage Procedure for the Evaluation of Simulation Models Through Statistical Techniques.
WSC
Jack P. C. Kleijnen
1996 Misc conf
Regression metamodels and design of experiments.
WSC
Willem J. H. Van Groenendaal, Jack P. C. Kleijnen
1996 Misc conf
Validation of Trace-Driven Simulation Models: Regression Analysis Revisited.
WSC
Jack P. C. Kleijnen, Bert Bettonvil, Willem J. H. Van Groenendaal
1995 Misc conf
Sensitivity Analysis and Optimization in Simulation: Design of Experiments and Case Studies.
WSC
Jack P. C. Kleijnen
1994 J jnl
IMAGE - Modeling the Greenhouse Effect: Identifying the Important Factors in Simulation Models with Many Factors (FEW 498).
Simul.
Bert Bettonvil, Jack P. C. Kleijnen
1993 J jnl
Simulation and optimization in production planning: A case study.
Decis. Support Syst.
Jack P. C. Kleijnen
1992 J jnl
A note on Wild and Pignatiello's experimental design strategy.
Simul.
Jack P. C. Kleijnen
1992 J jnl
Techniques for sensitivity analysis of simulation models: A case study of the CO2 greenhouse effect.
Simul.
Jack P. C. Kleijnen, Greet van Ham, Jan Rotmans
1990 Misc conf
Statistics and deterministic simulation models: why not?
WSC
Jack P. C. Kleijnen
1986 J jnl
Selecting random number seeds in practice.
Simul.
Jack P. C. Kleijnen
1983 J jnl
Principles of Computer Charging in a University-Type Organization.
Commun. ACM
Jack P. C. Kleijnen, Anton J. Van Reeken
1980 J jnl
Scoring methods, multiple criteria, and utility analysis.
SIGMETRICS Perform. Evaluation Rev.
Jack P. C. Kleijnen
1979 J jnl
A note on computer system data gathering.
SIGMETRICS Perform. Evaluation Rev.
Jack P. C. Kleijnen
1976 J jnl
Quantile estimation in regenerative simulation: a case study.
SIGMETRICS Perform. Evaluation Rev.
G. W. J. Coppens, M. P. F. M. van Dongen, Jack P. C. Kleijnen
1976 Misc conf
Statistical Problems in the Simulation of Computer Systems.
Performance
Jack P. C. Kleijnen