Statistical Problems in the Simulation of Computer Systems. - Jack P. C. Kleijnen (Performance, 1976)

Quantile estimation in regenerative simulation: a case study. - G. W. J. Coppens; M. P. F. M. van Dongen; Jack P. C. Kleijnen (SIGMETRICS Perform. Evaluation Rev., 1976)

A note on computer system data gathering. - Jack P. C. Kleijnen (SIGMETRICS Perform. Evaluation Rev., 1979)

Scoring methods, multiple criteria, and utility analysis. - Jack P. C. Kleijnen (SIGMETRICS Perform. Evaluation Rev., 1980)

Principles of Computer Charging in a University-Type Organization. - Jack P. C. Kleijnen; Anton J. Van Reeken (Commun. ACM, 1983)

Selecting random number seeds in practice. - Jack P. C. Kleijnen (Simul., 1986)

Statistics and deterministic simulation models: why not? - Jack P. C. Kleijnen (WSC, 1990)

A note on Wild and Pignatiello's experimental design strategy. - Jack P. C. Kleijnen (Simul., 1992)

Techniques for sensitivity analysis of simulation models: A case study of the CO2 greenhouse effect. - Jack P. C. Kleijnen; Greet van Ham; Jan Rotmans (Simul., 1992)

Simulation and optimization in production planning: A case study. - Jack P. C. Kleijnen (Decis. Support Syst., 1993)

IMAGE - Modeling the Greenhouse Effect: Identifying the Important Factors in Simulation Models with Many Factors (FEW 498). - Bert Bettonvil; Jack P. C. Kleijnen (Simul., 1994)

Sensitivity Analysis and Optimization in Simulation: Design of Experiments and Case Studies. - Jack P. C. Kleijnen (WSC, 1995)

Regression metamodels and design of experiments. - Willem J. H. Van Groenendaal; Jack P. C. Kleijnen (WSC, 1996)

Five-Stage Procedure for the Evaluation of Simulation Models Through Statistical Techniques. - Jack P. C. Kleijnen (WSC, 1996)

Validation of Trace-Driven Simulation Models: Regression Analysis Revisited. - Jack P. C. Kleijnen; Bert Bettonvil; Willem J. H. Van Groenendaal (WSC, 1996)

New Entrants and the Role of Information Technology Case-Study: the Tele Flower Auction in the Netherlands. - Eric van Heck; Eric van Damme; Jack P. C. Kleijnen; Pieter M. A. Ribbers (HICSS (3), 1997)

Risk Analysis of Robust System Design. - E. G. A. Gaury; Jack P. C. Kleijnen (WSC, 1998)

Identifying Important Factors in Deterministic Investment Problems Using Design of Experiments. - Willem J. H. Van Groenendaal; Jack P. C. Kleijnen (WSC, 1998)

Bootstrapping and Validation of Metamodels in Simulation. - Jack P. C. Kleijnen; A. J. Feelders; Russell C. H. Cheng (WSC, 1998)

A Java-based simulation manager for optimization and response surface methodology in multiple-response parallel simulation. - William E. Biles; Jack P. C. Kleijnen (WSC, 1999)

Validation of models: statistical techniques and data availability. - Jack P. C. Kleijnen (WSC, 1999)

Improved Design of Queueing Simulation Experiments with Highly Heteroscedastic Responses. - Russell C. H. Cheng; Jack P. C. Kleijnen (Oper. Res., 1999)

Maximizing the Simulation Output: A Competition. - Jack P. C. Kleijnen; Özge Pala (Simul., 1999)

VV&A; IV: validation of trace-driven simulation models: more on bootstrap tests. - Jack P. C. Kleijnen; Russell C. H. Cheng; Bert Bettonvil (WSC, 2000)

A Java-based simulation manager for web-based simulation. - Charles Marr; Christopher M. Storey; William E. Biles; Jack P. C. Kleijnen (WSC, 2000)

Strategic directions in VV&A; research: strategic directions in Verification, Validation, and Accreditation research. - Robert G. Sargent; Priscilla A. Glasow; Jack P. C. Kleijnen; Averill M. Law; Ian McGregor; Simone Youngblood (WSC, 2000)

A methodology for fitting and validating metamodels in simulation. - Jack P. C. Kleijnen; Robert G. Sargent (Eur. J. Oper. Res., 2000)

Measuring the quality of publications: new methodology and case study. - Jack P. C. Kleijnen; Willem J. H. Van Groenendaal (Inf. Process. Manag., 2000)

An evolutionary approach to select a pull system among Kanban, Conwip and Hybrid. - E. G. A. Gaury; Henri Pierreval; Jack P. C. Kleijnen (J. Intell. Manuf., 2000)

Sensitivity analysis of censored output through polynomial, logistic, and tobit regression meta-models: theory and case study. - Jack P. C. Kleijnen; Antonie Vonk Noordegraaf; Mirjam Nielen (WSC, 2001)

Validation of simulation model for robotic milking barn design. - Ilan Halachmi; Alen Dzidic; Jos H. M. Metz; Bert Speelman; Aalt A. Dijkhuizen; Jack P. C. Kleijnen (Eur. J. Oper. Res., 2001)

Ethical issues in modeling: Some reflections. - Jack P. C. Kleijnen (Eur. J. Oper. Res., 2001)

A methodology to customize pull control systems. - E. G. A. Gaury; Jack P. C. Kleijnen; Henri Pierreval (J. Oper. Res. Soc., 2001)

Validation of Trace-Driven Simulation Models: Bootstrap Tests. - Jack P. C. Kleijnen; Russell C. H. Cheng; Bert Bettonvil (Manag. Sci., 2001)

Recent advances in simulation optimization: response surface methodology revisited. - Ebru Angün; Jack P. C. Kleijnen; Dick den Hertog; Gül Gürkan (WSC, 2002)

Deterministic versus stochastic sensitivity analysis in investment problems: An environmental case study. - Willem J. H. Van Groenendaal; Jack P. C. Kleijnen (Eur. J. Oper. Res., 2002)

Statistical Methodology for WEB-Based Simulation. - William E. Biles; Jack P. C. Kleijnen (DS-RT, 2003)

Short-term robustness of production management systems: A case study. - Jack P. C. Kleijnen; Eric Gaury (Eur. J. Oper. Res., 2003)

Sensitivity analysis by experimental design and metamodelling: Case study on simulation in national animal disease control. - Antonie Vonk Noordegraaf; Mirjam Nielen; Jack P. C. Kleijnen (Eur. J. Oper. Res., 2003)

Kriging for interpolation in random simulation. - Wim C. M. van Beers; Jack P. C. Kleijnen (J. Oper. Res. Soc., 2003)

Performance metrics in supply chain management. - Jack P. C. Kleijnen; Martin T. Smits (J. Oper. Res. Soc., 2003)

Kriging Interpolation in Simulation: A Survey. - Wim C. M. van Beers; Jack P. C. Kleijnen (WSC, 2004)

Response surface methodology's steepest ascent and step size revisited. - Jack P. C. Kleijnen; Dick den Hertog; Ebru Angün (Eur. J. Oper. Res., 2004)

Application-driven sequential designs for simulation experiments: Kriging metamodelling. - Jack P. C. Kleijnen; Wim C. M. van Beers (J. Oper. Res. Soc., 2004)

International collaborations in web-based simulation: a focus on experimental design and optimization. - William E. Biles; Jack P. C. Kleijnen (WSC, 2005)

Forty years of statistical design and analysis of simulation experiments (DASE). - Jack P. C. Kleijnen (WSC, 2005)

An overview of the design and analysis of simulation experiments for sensitivity analysis. - Jack P. C. Kleijnen (Eur. J. Oper. Res., 2005)

Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments. - Jack P. C. Kleijnen; Wim C. M. van Beers (Eur. J. Oper. Res., 2005)

Supply chain simulation tools and techniques: a survey. - Jack P. C. Kleijnen (Int. J. Simul. Process. Model., 2005)

State-of-the-Art Review: A User's Guide to the Brave New World of Designing Simulation Experiments. - Jack P. C. Kleijnen; Susan M. Sanchez; Thomas W. Lucas; Thomas M. Cioppa (INFORMS J. Comput., 2005)

Operations Research 2004 Meritorious Service Award Recipients and Appreciation to 2004 Referees. - Chun-Hung Chen; Jack P. C. Kleijnen; James R. Wilson; Özalp Özer (Oper. Res., 2005)

White noise assumptions revisited: regression metamodels and experimental designs in practice. - Jack P. C. Kleijnen (WSC, 2006)

Validation of regression metamodels in simulation: Bootstrap approach. - Jack P. C. Kleijnen; David Deflandre (Eur. J. Oper. Res., 2006)

Response surface methodology's steepest ascent and step size revisited: Correction. - Jack P. C. Kleijnen; Dick den Hertog; Ebru Angün (Eur. J. Oper. Res., 2006)

The correct Kriging variance estimated by bootstrapping. - Dick den Hertog; Jack P. C. Kleijnen; Alex Y. D. Siem (J. Oper. Res. Soc., 2006)

Bootstrapping to solve the limited data problem in production control: an application in batch process industries. - V. Cristina Ivanescu; J. Will M. Bertrand; Jan C. Fransoo; Jack P. C. Kleijnen (J. Oper. Res. Soc., 2006)

Kriging metamodeling in constrained simulation optimization: an explorative study. - William E. Biles; Jack P. C. Kleijnen; Wim C. M. van Beers; Inneke Van Nieuwenhuyse (WSC, 2007)

Regression models and experimental designs: a tutorial for simulation analysts. - Jack P. C. Kleijnen (WSC, 2007)

Optimization of simulated systems: OptQuest and alternatives. - Jack P. C. Kleijnen; Jie Wan (Simul. Model. Pract. Theory, 2007)

Design Of Experiments: Overview. - Jack P. C. Kleijnen (WSC, 2008)

Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping. - Wim C. M. van Beers; Jack P. C. Kleijnen (Eur. J. Oper. Res., 2008)

Simulation experiments in practice: statistical design and regression analysis. - Jack P. C. Kleijnen (J. Simulation, 2008)

Response surface methodology for constrained simulation optimization: An overview. - Jack P. C. Kleijnen (Simul. Model. Pract. Theory, 2008)

Robust Simulation-optimization using Metamodels. - Gabriella Dellino; Jack P. C. Kleijnen; Carlo Meloni (WSC, 2009)

Statistical testing of optimality conditions in multiresponse simulation-based optimization. - Bert Bettonvil; Enrique del Castillo; Jack P. C. Kleijnen (Eur. J. Oper. Res., 2009)

Kriging metamodeling in simulation: A review. - Jack P. C. Kleijnen (Eur. J. Oper. Res., 2009)

Response surface methodology with stochastic constraints for expensive simulation. - Ebru Angün; Jack P. C. Kleijnen; Dick den Hertog; Gül Gürkan (J. Oper. Res. Soc., 2009)

Design and Analysis of Computational Experiments: Overview. - Jack P. C. Kleijnen (Experimental Methods for the Analysis of Optimization Algorithms, 2010)

Parametric and distribution-free bootstrapping in robust simulation-optimization. - Gabriella Dellino; Jack P. C. Kleijnen; Carlo Meloni (WSC, 2010)

Constrained optimization in expensive simulation: Novel approach. - Jack P. C. Kleijnen; Wim C. M. van Beers; Inneke Van Nieuwenhuyse (Eur. J. Oper. Res., 2010)

Methodology for determining the acceptability of system designs in uncertain environments. - Jack P. C. Kleijnen; Henri Pierreval; Jin Zhang (Eur. J. Oper. Res., 2011)

Ethical Issues in Engineering Models: An Operations Researcher's Reflections. - Jack P. C. Kleijnen (Sci. Eng. Ethics, 2011)

Convex and monotonic bootstrapped kriging. - Jack P. C. Kleijnen; Ehsan Mehdad; Wim C. M. van Beers (WSC, 2012)

An Asymptotic Test of Optimality Conditions in Multiresponse Simulation Optimization. - Ebru Angün; Jack P. C. Kleijnen (INFORMS J. Comput., 2012)

Robust Optimization in Simulation: Taguchi and Krige Combined. - Gabriella Dellino; Jack P. C. Kleijnen; Carlo Meloni (INFORMS J. Comput., 2012)

Expected improvement in efficient global optimization through bootstrapped kriging. - Jack P. C. Kleijnen; Wim C. M. van Beers; Inneke Van Nieuwenhuyse (J. Glob. Optim., 2012)

Conditional simulation for efficient global optimization. - Jack P. C. Kleijnen; Ehsan Mehdad (WSC, 2013)

Monotonicity-preserving bootstrapped Kriging metamodels for expensive simulations. - Jack P. C. Kleijnen; Wim C. M. van Beers (J. Oper. Res. Soc., 2013)

Comment: A Discrete-Event Simulation Perspective. - Jack P. C. Kleijnen (Technometrics, 2013)

Multivariate versus univariate Kriging metamodels for multi-response simulation models. - Jack P. C. Kleijnen; Ehsan Mehdad (Eur. J. Oper. Res., 2014)

Factor screening for simulation with multiple responses: Sequential bifurcation. - Wen Shi; Jack P. C. Kleijnen; Zhixue Liu (Eur. J. Oper. Res., 2014)

Simulation-optimization via Kriging and bootstrapping: a survey. - Jack P. C. Kleijnen (J. Simulation, 2014)

Classic Kriging versus Kriging with bootstrapping or conditional simulation: classic Kriging's robust confidence intervals and optimization. - Ehsan Mehdad; Jack P. C. Kleijnen (J. Oper. Res. Soc., 2015)

Estimating the variance of the predictor in stochastic Kriging. - Jack P. C. Kleijnen; Ehsan Mehdad (Simul. Model. Pract. Theory, 2016)

Regression and Kriging metamodels with their experimental designs in simulation: A review. - Jack P. C. Kleijnen (Eur. J. Oper. Res., 2017)

Comment on Park et al.'s "Robust Kriging in computer experiments". - Jack P. C. Kleijnen (J. Oper. Res. Soc., 2017)

Efficient global optimisation for black-box simulation via sequential intrinsic Kriging. - Ehsan Mehdad; Jack P. C. Kleijnen (J. Oper. Res. Soc., 2018)

Testing the assumptions of sequential bifurcation for factor screening. - Wen Shi; Jack P. C. Kleijnen (Simul. Model. Pract. Theory, 2018)

Simulation Optimization Through Regression or Kriging Metamodels. - Jack P. C. Kleijnen (High-Performance Simulation-Based Optimization, 2020)

Sequential probability ratio tests: conservative and robust. - Jack P. C. Kleijnen; Wen Shi (Simul., 2021)

Statistical Tests for Cross-Validation of Kriging Models. - Jack P. C. Kleijnen; Wim C. M. van Beers (INFORMS J. Comput., 2022)

Black-Box Simulation-Optimization with Quantile Constraints: An Inventory Case Study. - Ebru Angün; Jack P. C. Kleijnen (WSC, 2024)

Constrained optimization in simulation: efficient global optimization and Karush-Kuhn-Tucker conditions. - Jack P. C. Kleijnen; Ebru Angün; Inneke Van Nieuwenhuyse; Wim C. M. van Beers (J. Glob. Optim., 2025)