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Stochastic kriging for simulation metamodeling
16 references·1 citing·28 second hop
Stochastic kriging for simulation metamodeling (2008)Stochastic kriging for simulation metamod…Chapter 18 Metamodel-Based Simulation Optimization (2006)Chapter 18 Metamodel-Based Si…Design and Modeling for Computer Experiments (2005)Design and Modeling for Compu…Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments (2004)Robustness of Kriging when in…Using Ranking and Selection to “Clean Up” after Simulation Optimization (2003)Using Ranking and Selection t…Kriging for interpolation in random simulation (2003)Kriging for interpolation in …Solving the simple plant location problem by genetic algorithm (2001)Solving the simple plant loca…Interpolation of Spatial Data: Some Theory for Kriging (2000)Interpolation of Spatial Data…Interpolation of Spatial Data (1999)Interpolation of Spatial DataResponse Surface Methodology (1996)Response Surface MethodologyStatistics for Spatial Data. (1993)Statistics for Spatial Data.STATISTICS FOR SPATIAL DATA (1992)STATISTICS FOR SPATIAL DATAControl Variate Remedies (1990)Control Variate RemediesPlanning Queueing Simulations (1989)Planning Queueing SimulationsDesign and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Simulation Modeling and Analysis. (1983)Simulation Modeling and Analy…Pseudorandom Number Assignment in Statistically Designed Simulation and Distribution Sampling Experiments (1978)Pseudorandom Number Assignmen…An Efficient Simulation-Based Travel Demand Calibration Algorithm for Large-Scale Metropolitan Traffic Models (2021)An Efficient Simulation-Based…Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)Stochastically Constrained Ranking and Selection via SCORE (2014)Simulation Optimization: A Review and Exploration in the New Era of Cloud Computing and Big Data (2015)Metamodel-based simulation optimization: A systematic literature review (2021)Fractional Brownian Motions, Fractional Noises and Applications (1968)Recovery of Inter-Block Information when Block Sizes are Unequal (1971)Multivariable geostatistics in S: the gstat package (2004)Stochastic Kriging for Simulation Metamodeling (2009)A Review on Global Sensitivity Analysis Methods (2015)The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)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)Application-driven sequential designs for simulation experiments: Kriging metamodelling (2004)Kriging Interpolation in Simulation: A Survey (2005)A systematic comparison of metamodeling techniques for simulation optimization in Decision Support Systems (2009)Testing ecological models: the meaning of validation (1996)Developing Theory Through Simulation Methods (2007)Verification and validation of simulation models (2012)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)Model-Based Geostatistics (1998)Use of Kriging Models to Approximate Deterministic Computer Models (2005)Spatial Panel Econometrics (2008)Response Surfaces: Designs and Analyses (1997)Response surface methodology (2010)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)
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References

  • 1992STATISTICS FOR SPATIAL DATA9,140 cited
  • 1983Simulation Modeling and Analysis.8,697 cited
  • 1989Design and Analysis of Computer Experiments6,958 cited
  • 1993Statistics for Spatial Data.5,101 cited
  • 1996Response Surface Methodology3,819 cited
  • 1999Interpolation of Spatial Data2,362 cited
  • 2000Interpolation of Spatial Data: Some Theory for Kriging1,916 cited
  • 2005Design and Modeling for Computer Experiments1,135 cited
  • 2003Kriging for interpolation in random simulation280 cited
  • 2006Chapter 18 Metamodel-Based Simulation Optimization265 cited
  • 1989Planning Queueing Simulations203 cited
  • 2003Using Ranking and Selection to “Clean Up” after Simulation Optimization191 cited
  • 1978Pseudorandom Number Assignment in Statistically Designed Simulation and Distribution Sampling Experiments179 cited
  • 2001Solving the simple plant location problem by genetic algorithm171 cited
  • 1990Control Variate Remedies153 cited
  • 2004Robustness of Kriging when interpolating in random simulation with heterogeneous variances: Some experiments

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  • 2021An Efficient Simulation-Based Travel Demand Calibration Algorithm for Large-Scale Metropolitan Traffic Models4 cited