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Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Jack P. C. Kleijnen · Study

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Jack P. C. Kleijnen

70 works· latest 2018· 2 institutionscluster: provisionalORCID 0000-0001-8413-2366

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Citations11,604

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Most cited in this library

Kriging metamodeling in simulation: A review2007 · 1,278 citations
Verification and validation of simulation models1995 · 732 citations
State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments2005 · 619 citations
A methodology for fitting and validating metamodels in simulation1Two anonymous referees' comments on the first draft lead to an improved organization of our paper.12000 · 491 citations
Design and Analysis of Simulation Experiments2018 · 449 citations

Works

60 shown

Design and Analysis of Simulation Experiments

Springer proceedings in mathematics & statistics·2018·1 author·other

449citations

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

European Journal of Operational Research·2016·1 author

325citations

Design and Analysis of Simulation Experiments

International series in management science/operations research/International series in operations research & management science·2015·1 author·book

356citations

Response Surface Methodology

International series in management science/operations research/International series in operations research & management science·2014·1 author·chapter·Open access

102citations

Simulation-optimization via Kriging and bootstrapping: a survey

Journal of Simulation·2014·1 author

51citations

Multivariate versus univariate Kriging metamodels for multi-response simulation models

European Journal of Operational Research·2014·2 authors

62citations

Robust Optimization in Simulation: Taguchi and Krige Combined

INFORMS journal on computing·2011·3 authors·Open access

91citations

Ethical Issues in Engineering Models: An Operations Researcher’s Reflections

Science and Engineering Ethics·2010·1 author·Open access

19citations

Robust optimization in simulation: Taguchi and Response Surface Methodology

International Journal of Production Economics·2009·3 authors

117citations

Constrained optimization in expensive simulation: Novel approach

European Journal of Operational Research·2009·3 authors·Open access

128citations

Design Of Experiments: Overview

Winter Simulation Conference·2008·1 author·other·Open access

44citations

Response surface methodology with stochastic constraints for expensive simulation

Journal of the Operational Research Society·2008·4 authors

57citations

Kriging metamodeling in constrained simulation optimization: an explorative study

Winter Simulation Conference·2007·4 authors·other·Open access

63citations

Kriging metamodeling in simulation: A review

European Journal of Operational Research·2007·1 author·Open access

1,278citations

Design and Analysis of Simulation Experiments

Springer eBooks·2007·1 author·book

317citations

Response surface methodology for constrained simulation optimization: An overview

Simulation Modelling Practice and Theory·2007·1 author

168citations

Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping

European Journal of Operational Research·2007·2 authors·Open access

106citations

Optimization of simulated systems: OptQuest and alternatives

Simulation Modelling Practice and Theory·2007·1 author·Open access

136citations

Screening for the Important Factors in Large Discrete-Event Simulation Models: Sequential Bifurcation and Its Applications

Springer eBooks·2006·3 authors·chapter·Open access

45citations

State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments

INFORMS journal on computing·2005·4 authors·Open access

619citations

The correct Kriging variance estimated by bootstrapping

Journal of the Operational Research Society·2005·3 authors·Open access

122citations

Kriging Interpolation in Simulation: A Survey

Winter Simulation Conference·2005·2 authors·other

224citations

Supply chain simulation tools and techniques: a survey

International Journal of Simulation and Process Modelling·2005·1 author·Open access

253citations

Validation of regression metamodels in simulation: Bootstrap approach

European Journal of Operational Research·2004·2 authors

71citations

Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments

European Journal of Operational Research·2004·2 authors·Open access

109citations

Application-driven sequential designs for simulation experiments: Kriging metamodelling

Journal of the Operational Research Society·2004·2 authors

281citations

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

European Journal of Operational Research·2004·1 author·Open access

323citations

Performance metrics in supply chain management

Journal of the Operational Research Society·2003·1 author·Open access

380citations

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

European Journal of Operational Research·2003·2 authors

56citations

Kriging for interpolation in random simulation

Journal of the Operational Research Society·2003·2 authors·Open access

280citations

A User's Guide to the Brave New World of Designing Simulation Experiments

Data Archiving and Networked Services (DANS)·2003·4 authors·report·Open access

157citations

Deterministic versus stochastic sensitivity analysis in investment problems: An environmental case study

European Journal of Operational Research·2002·2 authors

31citations

A methodology to customize pull control systems

Journal of the Operational Research Society·2001·3 authors

52citations

Measuring the quality of publications: new methodology and case study

Information Processing & Management·2000·2 authors

32citations

A methodology for fitting and validating metamodels in simulation1Two anonymous referees' comments on the first draft lead to an improved organization of our paper.1

European Journal of Operational Research·2000·2 authors

491citations

Measuring the Quality of Publications: New Methodology and Case Study

SSRN Electronic Journal·2000·2 authors·preprint·Open access

15citations

Improved Design of Queueing Simulation Experiments with Highly Heteroscedastic Responses

Operations Research·1999·2 authors

74citations

Statistical analyses of scatterplots to identify important factors in large-scale simulations, 1: Review and comparison of techniques

Reliability Engineering & System Safety·1999·2 authors·Open access

163citations

Statistical analyses of scatterplots to identify important factors in large-scale simulations, 2: robustness of techniques

Reliability Engineering & System Safety·1999·2 authors

46citations

Statistical Analyses of Scatterplots to Identify Important Factors in Large-Scale Simulations

·1999·2 authors·report·Open access

16citations

Validation of models

Winter Simulation Conference·1999·1 author·other·Open access

150citations

Experimental Design for Sensitivity Analysis, Optimization, and Validation of Simulation Models

·1998·1 author·other

197citations

Validation of Trace-Driven Simulation Models: A Novel Regression Test

Management Science·1998·3 authors

68citations

On the assessment of economic risk: factorial design versus Monte Carlo methods

Reliability Engineering & System Safety·1997·2 authors·Open access

37citations

Sensitivity analysis and related analyses: A review of some statistical techniques

Journal of Statistical Computation and Simulation·1997·1 author·Open access

168citations

Searching for important factors in simulation models with many factors: Sequential bifurcation

European Journal of Operational Research·1997·2 authors

239citations

Experimental Design for Sensitivity Analysis, Optimization and Validation of Simulation Models

RePEc: Research Papers in Economics·1997·1 author·preprint·Open access

95citations

Optimization and sensitivity analysis of computer simulation models by the score function method

European Journal of Operational Research·1996·2 authors

70citations

Sensitivity analysis and optimization of system dynamics models: Regression analysis and statistical design of experiments

System Dynamics Review·1995·1 author·Open access

106citations

Economic value of management information systems in agriculture: a review of evaluation approaches

Computers and Electronics in Agriculture·1995·4 authors·Open access

41citations

Statistical validation of simulation models

European Journal of Operational Research·1995·1 author

119citations

Verification and validation of simulation models

European Journal of Operational Research·1995·1 author

732citations

Sensitivity analysis and optimization in simulation

Winter Simulation Conference·1995·1 author·other

47citations

Sensitivity Analysis Versus Uncertainty Analysis: When to Use What?

Springer eBooks·1994·1 author·chapter

45citations

Simulation: A Statistical Perspective

Technometrics·1993·3 authors·other

70citations

Simulation: A Statistical Perspective

Journal of the Operational Research Society·1993·3 authors

179citations

Simulation and optimization in production planning

Decision Support Systems·1993·1 author

61citations

Sensitivity analysis of simulation experiments: regression analysis and statistical design

Mathematics and Computers in Simulation·1992·1 author

46citations

Regression Metamodels for Simulation with Common Random Numbers: Comparison of Validation Tests and Confidence Intervals

Management Science·1992·1 author

63citations

Analysis and comparison of two strategies for multi-item inventory systems with joint replenishment costs

European Journal of Operational Research·1992·3 authors

59citations