Jack P. C. Kleijnen

According to our database, Jack P. C. Kleijnen authored at least 91 papers between 1976 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Statistical Tests for Cross-Validation of Kriging Models.

Jack P. C. Kleijnen, Wim C. M. Van Beers

INFORMS J. Comput., 2022

2021

Sequential probability ratio tests: conservative and robust.

Jack P. C. Kleijnen, Wen Shi

Simul., 2021

2020

Simulation Optimization Through Regression or Kriging Metamodels.

Jack P. C. Kleijnen

Proceedings of the High-Performance Simulation-Based Optimization, 2020

2018

Testing the assumptions of sequential bifurcation for factor screening.

Wen Shi, Jack P. C. Kleijnen

Simul. Model. Pract. Theory, 2018

Efficient global optimisation for black-box simulation via sequential intrinsic Kriging.

Ehsan Mehdad, Jack P. C. Kleijnen

J. Oper. Res. Soc., 2018

2017

Comment on Park et al.'s "Robust Kriging in computer experiments".

Jack P. C. Kleijnen

J. Oper. Res. Soc., 2017

Regression and Kriging metamodels with their experimental designs in simulation: A review.

Jack P. C. Kleijnen

Eur. J. Oper. Res., 2017

2016

Estimating the variance of the predictor in stochastic Kriging.

Jack P. C. Kleijnen, Ehsan Mehdad

Simul. Model. Pract. Theory, 2016

2015

Classic Kriging <i>versus</i> 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

2014

Simulation-optimization via Kriging and bootstrapping: a survey.

Jack P. C. Kleijnen

J. Simulation, 2014

Factor screening for simulation with multiple responses: Sequential bifurcation.

Wen Shi, Jack P. C. Kleijnen, Zhixue Liu

Eur. J. Oper. Res., 2014

Multivariate versus univariate Kriging metamodels for multi-response simulation models.

Jack P. C. Kleijnen, Ehsan Mehdad

Eur. J. Oper. Res., 2014

2013

Comment: A Discrete-Event Simulation Perspective.

Jack P. C. Kleijnen

Technometrics, 2013

Monotonicity-preserving bootstrapped Kriging metamodels for expensive simulations.

Jack P. C. Kleijnen, Wim C. M. Van Beers

J. Oper. Res. Soc., 2013

Conditional simulation for efficient global optimization.

Jack P. C. Kleijnen, Ehsan Mehdad

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

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

Robust Optimization in Simulation: Taguchi and Krige Combined.

Gabriella Dellino, Jack P. C. Kleijnen, Carlo Meloni

INFORMS J. Comput., 2012

An Asymptotic Test of Optimality Conditions in Multiresponse Simulation Optimization.

Ebru Angün, Jack P. C. Kleijnen

INFORMS J. Comput., 2012

Convex and monotonic bootstrapped kriging.

Jack P. C. Kleijnen, Ehsan Mehdad, Wim C. M. Van Beers

Proceedings of the Winter Simulation Conference, 2012

2011

Ethical Issues in Engineering Models: An Operations Researcher's Reflections.

Jack P. C. Kleijnen

Sci. Eng. Ethics, 2011

Methodology for determining the acceptability of system designs in uncertain environments.

Jack P. C. Kleijnen, Henri Pierreval, Jin Zhang

Eur. J. Oper. Res., 2011

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

Parametric and distribution-free bootstrapping in robust simulation-optimization.

Gabriella Dellino, Jack P. C. Kleijnen, Carlo Meloni

Proceedings of the 2010 Winter Simulation Conference, 2010

Design and Analysis of Computational Experiments: Overview.

Jack P. C. Kleijnen

Proceedings of the Experimental Methods for the Analysis of Optimization Algorithms., 2010

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

Kriging metamodeling in simulation: A review.

Jack P. C. Kleijnen

Eur. J. Oper. Res., 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

Robust Simulation-optimization using Metamodels.

Gabriella Dellino, Jack P. C. Kleijnen, Carlo Meloni

Proceedings of the 2009 Winter Simulation Conference, 2009

2008

Response surface methodology for constrained simulation optimization: An overview.

Jack P. C. Kleijnen

Simul. Model. Pract. Theory, 2008

Simulation experiments in practice: statistical design and regression analysis.

Jack P. C. Kleijnen

J. Simulation, 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

Design Of Experiments: Overview.

Jack P. C. Kleijnen

Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

2007

Optimization of simulated systems: OptQuest and alternatives.

Jack P. C. Kleijnen, Jie Wan

Simul. Model. Pract. Theory, 2007

Regression models and experimental designs: a tutorial for simulation analysts.

Jack P. C. Kleijnen

Proceedings of the Winter Simulation Conference, 2007

Kriging metamodeling in constrained simulation optimization: an explorative study.

William E. Biles, Jack P. C. Kleijnen, Wim C. M. Van Beers, Inneke Van Nieuwenhuyse

Proceedings of the Winter Simulation Conference, 2007

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

The correct Kriging variance estimated by bootstrapping.

Dick den Hertog, Jack P. C. Kleijnen, Alex Y. D. Siem

J. Oper. Res. Soc., 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

Validation of regression metamodels in simulation: Bootstrap approach.

Jack P. C. Kleijnen, David Deflandre

Eur. J. Oper. Res., 2006

White noise assumptions revisited: regression metamodels and experimental designs in practice.

Jack P. C. Kleijnen

Proceedings of the Winter Simulation Conference WSC 2006, 2006

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

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

Supply chain simulation tools and techniques: a survey.

Jack P. C. Kleijnen

Int. J. Simul. Process. Model., 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

An overview of the design and analysis of simulation experiments for sensitivity analysis.

Jack P. C. Kleijnen

Eur. J. Oper. Res., 2005

Forty years of statistical design and analysis of simulation experiments (DASE).

Jack P. C. Kleijnen

Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

International collaborations in web-based simulation: a focus on experimental design and optimization.

William E. Biles, Jack P. C. Kleijnen

Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

2004

Application-driven sequential designs for simulation experiments: Kriging metamodelling.

Jack P. C. Kleijnen, Wim C. M. Van Beers

J. Oper. Res. Soc., 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

Kriging Interpolation in Simulation: A Survey.

Wim C. M. Van Beers, Jack P. C. Kleijnen

Proceedings of the 36th conference on Winter simulation, 2004

2003

Performance metrics in supply chain management.

Jack P. C. Kleijnen, Martin T. Smits

J. Oper. Res. Soc., 2003

Kriging for interpolation in random simulation.

Wim C. M. Van Beers, Jack P. C. Kleijnen

J. Oper. Res. Soc., 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

Short-term robustness of production management systems: A case study.

Jack P. C. Kleijnen, Eric Gaury

Eur. J. Oper. Res., 2003

Statistical Methodology for WEB-Based Simulation.

William E. Biles, Jack P. C. Kleijnen

Proceedings of the 7th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT 2003), 2003

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

Recent advances in simulation optimization: response surface methodology revisited.

Ebru Angün, Jack P. C. Kleijnen, Dick den Hertog, Gül Gürkan

Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

2001

Validation of Trace-Driven Simulation Models: Bootstrap Tests.

Jack P. C. Kleijnen, Russell C. H. Cheng, Bert Bettonvil

Manag. Sci., 2001

A methodology to customize pull control systems.

E. G. A. Gaury, Jack P. C. Kleijnen, Henri Pierreval

J. Oper. Res. Soc., 2001

Ethical issues in modeling: Some reflections.

Jack P. C. Kleijnen

Eur. J. Oper. Res., 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

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

Proceedings of the 33nd conference on Winter simulation, 2001

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

Measuring the quality of publications: new methodology and case study.

Jack P. C. Kleijnen, Willem J. H. Van Groenendaal

Inf. Process. Manag., 2000

A methodology for fitting and validating metamodels in simulation.

Jack P. C. Kleijnen, Robert G. Sargent

Eur. J. Oper. Res., 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

Proceedings of the 32nd conference on Winter simulation, 2000

A Java-based simulation manager for web-based simulation.

Charles Marr, Christopher M. Storey, William E. Biles, Jack P. C. Kleijnen

Proceedings of the 32nd conference on Winter simulation, 2000

VV&A; IV: validation of trace-driven simulation models: more on bootstrap tests.

Jack P. C. Kleijnen, Russell C. H. Cheng, Bert Bettonvil

Proceedings of the 32nd conference on Winter simulation, 2000

1999

Maximizing the Simulation Output: A Competition.

Jack P. C. Kleijnen, Özge Pala

Simul., 1999

Improved Design of Queueing Simulation Experiments with Highly Heteroscedastic Responses.

Russell C. H. Cheng, Jack P. C. Kleijnen

Oper. Res., 1999

Validation of models: statistical techniques and data availability.

Jack P. C. Kleijnen

Proceedings of the 31st conference on Winter simulation: Simulation, 1999

A Java-based simulation manager for optimization and response surface methodology in multiple-response parallel simulation.

William E. Biles, Jack P. C. Kleijnen

Proceedings of the 31st conference on Winter simulation: Simulation, 1999

1998

Bootstrapping and Validation of Metamodels in Simulation.

Jack P. C. Kleijnen, A. J. Feelders, Russell C. H. Cheng

Proceedings of the 30th conference on Winter simulation, 1998

Identifying Important Factors in Deterministic Investment Problems Using Design of Experiments.

Willem J. H. Van Groenendaal, Jack P. C. Kleijnen

Proceedings of the 30th conference on Winter simulation, 1998

Risk Analysis of Robust System Design.

E. G. A. Gaury, Jack P. C. Kleijnen

Proceedings of the 30th conference on Winter simulation, 1998

1997

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

Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS-30), 1997

1996

Validation of Trace-Driven Simulation Models: Regression Analysis Revisited.

Jack P. C. Kleijnen, Bert Bettonvil, Willem J. H. Van Groenendaal

Proceedings of the 28th conference on Winter simulation, 1996

Five-Stage Procedure for the Evaluation of Simulation Models Through Statistical Techniques.

Jack P. C. Kleijnen

Proceedings of the 28th conference on Winter simulation, 1996

Regression metamodels and design of experiments.

Willem J. H. Van Groenendaal, Jack P. C. Kleijnen

Proceedings of the 28th conference on Winter simulation, 1996

1995

Sensitivity Analysis and Optimization in Simulation: Design of Experiments and Case Studies.

Jack P. C. Kleijnen

Proceedings of the 27th conference on Winter simulation, 1995

1994

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

1993

Simulation and optimization in production planning: A case study.

Jack P. C. Kleijnen

Decis. Support Syst., 1993

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

A note on Wild and Pignatiello's experimental design strategy.

Jack P. C. Kleijnen

Simul., 1992

1990

Statistics and deterministic simulation models: why not?

Jack P. C. Kleijnen

Proceedings of the 22th Winter Simulation Conference, 1990

1986

Selecting random number seeds in practice.

Jack P. C. Kleijnen

Simul., 1986

1983

Principles of Computer Charging in a University-Type Organization.

Jack P. C. Kleijnen, Anton J. Van Reeken

Commun. ACM, 1983

1980

Scoring methods, multiple criteria, and utility analysis.

Jack P. C. Kleijnen

SIGMETRICS Perform. Evaluation Rev., 1980

1979

A note on computer system data gathering.

Jack P. C. Kleijnen

SIGMETRICS Perform. Evaluation Rev., 1979

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

Statistical Problems in the Simulation of Computer Systems.

Jack P. C. Kleijnen

Proceedings of the Modelling and Performance Evaluation of Computer Systems, 1976