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Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping
16 references·10 citing·23 second hop
Customized sequential designs for random simulation experiments: Kriging metamodeling and bootstrapping (2007)Customized sequential designs for random …Design and Analysis of Simulation Experiments (2018)Design and Analysis of Simula…State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments (2005)State-of-the-Art Review: A Us…The Design and Analysis of Computer Experiments (2003)The Design and Analysis of Co…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)A Comparison of Three Methods…Simulation modeling and analysis (1999)Simulation modeling and analy…Response surface methodology: Process and product optimization using designed experiments (1997)Response surface methodology:…Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)Response Surface Methodology:…9 Computer experiments (1996)9 Computer experimentsStatistics for Spatial Data. (1993)Statistics for Spatial Data.Statistics for Spatial Data. (1993)Statistics for Spatial Data.STATISTICS FOR SPATIAL DATA (1992)STATISTICS FOR SPATIAL DATADesign and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Simulation Modeling and Analysis. (1983)Simulation Modeling and Analy…Statistics for Experimenters: An Introduction to Design, Data Analysis and Model Building. (1979)Statistics for Experimenters:…A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)A Comparison of Three Methods…Statistics for experimenters. An introduction to design, data analysis, and model building. (1978)Statistics for experimenters.…Kriging-Assisted Robust Black-Box Simulation Optimization in Direct Speed Control of DC Motor Under Uncertainty (2018)Kriging-Assisted Robust Black…Bayesian Optimization via Simulation with Pairwise Sampling and Correlated Prior Beliefs (2016)Bayesian Optimization via Sim…Application of Latin Hypercube Sampling Based Kriging Surrogate Models in Reliability Assessment (2015)Application of Latin Hypercub…An Adaptive Exploration-Exploitation Algorithm for Constructing Metamodels in Random Simulation Using a Novel Sequential Experimental Design (2013)An Adaptive Exploration-Explo…Optimizing stochastic production-inventory systems: A heuristic based on simulation and regression analysis (2011)Optimizing stochastic product…Comparison of experimental designs for simulation-based symbolic regression of manufacturing systems (2011)Comparison of experimental de…Simulation optimization using metamodels (2009)Simulation optimization using…Stochastic kriging for simulation metamodeling (2008)Stochastic kriging for simula…Hierarchical adaptive experimental design for Gaussian process emulators (2008)Hierarchical adaptive experim…Design Of Experiments: Overview (2008)Design Of Experiments: Overvi…Statistics for Experimenters (1979)Design and Analysis of Experiments (1998)Modeling and optimization I: Usability of response surface methodology (2006)Response surface methodology (2010)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)A review of techniques for parameter sensitivity analysis of environmental models (1994)Importance measures in global sensitivity analysis of nonlinear models (1996)Testing ecological models: the meaning of validation (1996)Developing Theory Through Simulation Methods (2007)Verification and validation of simulation models (2012)Quality Engineering Using Robust Design (1991)Response Surfaces: Designs and Analyses (1997)Local Indicators of Spatial Association—LISA (1995)Methods to account for spatial autocorrelation in the analysis of species distributional data: a review (2007)Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure (2016)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)Modeling Good Research Practices—Overview: A Report of the ISPOR-SMDM Modeling Good Research Practices Task Force-1 (2012)Simulation Modeling and Analysis (2016)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)A Review on Global Sensitivity Analysis Methods (2015)Sensitivity analysis: A review of recent advances (2015)
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References

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  • 2005State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments619 cited
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  • 2018Design and Analysis of Simulation Experiments

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449 cited
  • 19969 Computer experiments378 cited
  • Cited by

    • 2009Simulation optimization using metamodels93 cited
    • 2008Hierarchical adaptive experimental design for Gaussian process emulators83 cited
    • 2008Stochastic kriging for simulation metamodeling68 cited
    • 2011Comparison of experimental designs for simulation-based symbolic regression of manufacturing systems66 cited
    • 2016Bayesian Optimization via Simulation with Pairwise Sampling and Correlated Prior Beliefs50 cited
    • 2013An Adaptive Exploration-Exploitation Algorithm for Constructing Metamodels in Random Simulation Using a Novel Sequential Experimental Design49 cited
    • 2008Design Of Experiments: Overview44 cited
    • 2018Kriging-Assisted Robust Black-Box Simulation Optimization in Direct Speed Control of DC Motor Under Uncertainty30 cited
    • 2015Application of Latin Hypercube Sampling Based Kriging Surrogate Models in Reliability Assessment22 cited
    • 2011Optimizing stochastic production-inventory systems: A heuristic based on simulation and regression analysis20 cited