Kleijnen Jack P.C.

Jack P.C. Kleijnen

Information about the author Jack P.C. Kleijnen will soon be added to the site.
Found 22 papers in total
State-of-the-art review – A user's guide to the brave new world of designing simulation experiments
State-of-the-art review – A user's guide to the brave new world of designing simulation experiments
2005
Many simulation practitioners can get more from their analyses by using the...
Validation of regression metamodels in simulation: Bootstrap approach
Validation of regression metamodels in simulation: Bootstrap approach
2006
Simulation experiments are often analyzed through a linear regression model of their...
Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments
Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments
2005
This paper investigates the use of Kriging in random simulation when the simulation...
An overview of the design and analysis of simulation experiments for sensitivity analysis
An overview of the design and analysis of simulation experiments for sensitivity analysis
2005
Sensitivity analysis may serve validation, optimization, and risk analysis of...
Response surface methodology's steepest ascent and step size revisited
Response surface methodology's steepest ascent and step size revisited
2004
Response surface methodology (RSM) searches for the input combination maximizing the...
Supply chain simulation tools and techniques: a survey
Supply chain simulation tools and techniques: a survey
2005
The main contribution of this paper is twofold: it surveys different types of...
Sensitivity analysis by experimental design and metamodelling: Case study on simulation in national animal disease control
Sensitivity analysis by experimental design and metamodelling: Case study on simulation in national animal disease control
2003
Simulation is a frequently applied tool in the discipline of animal health economics....
Short-term robustness of production management systems: A case study
Short-term robustness of production management systems: A case study
2003
Whereas operations research concentrates on optimization, practitioners find the...
Validation of trace-driven simulation models: Bootstrap tests
Validation of trace-driven simulation models: Bootstrap tests
2001
Trace-driven (or correlated inspection) simulation means that the simulated and the...
Deterministic versus stochastic sensitivity analysis in investment problems: An environmental case study
Deterministic versus stochastic sensitivity analysis in investment problems: An environmental case study
2002
Sensitivity analysis in investment problems is an important tool to determine which...
Ethical issues in modeling: Some reflections
Ethical issues in modeling: Some reflections
2001
Ethics are involved in a model's purposes (for example, the purpose might be to...
Improved design of queueing simulation experiments with highly heteroscedastic responses
Improved design of queueing simulation experiments with highly heteroscedastic responses
1999
Simulation experiments for analysing the steady-state behaviour of queueing systems...
A methodology for fitting and validating metamodels in simulation
A methodology for fitting and validating metamodels in simulation
2000
This paper proposes a methodology that replaces the usual ad hoc approach to...
Validation of trace-driven simulation models: A novel regression test
Validation of trace-driven simulation models: A novel regression test
1998
This paper argues that it is wrong to require that regressing the outputs of a...
Searching for important factors in simulation models with many factors: Sequential bifurcation
Searching for important factors in simulation models with many factors: Sequential bifurcation
1997
This paper deals with the problem of ‘screening’; that is, how to find the...
Optimization and sensitivity analysis of computer simulation models by the score function method
Optimization and sensitivity analysis of computer simulation models by the score function method
1996
This paper surveys some recent results on the score function (SF) method. This method...
Verification and validation of simulation models
Verification and validation of simulation models
1995
This paper surveys verification and validation of models, especially simulation models...
Statistical validation of simulation models
Statistical validation of simulation models
1995
Rigorous statistical validation requires that the responses of the model and the real...
Two-stage versus sequential sample-size determination in regression analysis of simulation experiments
Two-stage versus sequential sample-size determination in regression analysis of simulation experiments
1995
Many simulation models have responses with variances that vary with the inputs. Then...
Pseudorandom number generators for supercomputers and classical computers: A practical introduction
Pseudorandom number generators for supercomputers and classical computers: A practical introduction
1992
When the cycle of a multiplicative congruential generator with a modulus that is a...
Techniques for sensitivity analysis of simulation models: A case study of the CO2 greenhouse effect
Techniques for sensitivity analysis of simulation models: A case study of the CO2 greenhouse effect
1992
Sensitivity analysis is needed for validation, what-if analysis, and optimization of...
Regression metamodels for simulation with common random numbers: Comparison of validation tests and confidence intervals
Regression metamodels for simulation with common random numbers: Comparison of validation tests and confidence intervals
1992
Linear regression analysis is important in many fields. In the analysis of simulation...
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