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A comparison of experimental designs in the development of a neural network simulation metamodel
11 references·11 citing·29 second hop
A comparison of experimental designs in the development of a neural network simulation metamodel (2004)A comparison of experimental designs in t…Proceedings of the 2011 Summer Computer Simulation Conference (2011)Proceedings of the 2011 Summe…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…System Dynamics Modelling: A Practical Approach. (1997)System Dynamics Modelling: A …Response surface methodology: A neural network approach (1997)Response surface methodology:…Statistical tools for simulation practitioners (1990)Statistical tools for simulat…Minimax and maximin distance designs (1990)Minimax and maximin distance …Response Surface Methodology: 1966-1988 (1989)Response Surface Methodology:…Designs for Computer Experiments (1989)Designs for Computer Experime…Empirical Model-Building and Response Surfaces. (1988)Empirical Model-Building and …Empirical Model Building and Response Surfaces (1988)Empirical Model Building and …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…A bootstrap-aggregated hybrid semi-parametric modeling framework for bioprocess development (2019)A bootstrap-aggregated hybrid…Exploring the behavior space of agent-based simulation models using random forest metamodels and sequential sampling (2018)Exploring the behavior space …Efficient Greek Calculation of Variable Annuity Portfolios for Dynamic Hedging: A Two-Level Metamodeling Approach (2017)Efficient Greek Calculation o…Application of metamodeling to the valuation of large variable annuity portfolios (2015)Application of metamodeling t…Competitive comparison of optimal designs of experiments for sampling-based sensitivity analysis (2013)Competitive comparison of opt…An Adaptive Exploration-Exploitation Algorithm for Constructing Metamodels in Random Simulation Using a Novel Sequential Experimental Design (2013)An Adaptive Exploration-Explo…Comparison of experimental designs for simulation-based symbolic regression of manufacturing systems (2011)Comparison of experimental de…A comparison of genetic programming and artificial neural networks in metamodeling of discrete-event simulation models (2011)A comparison of genetic progr…Space-Filling Latin Hypercube Designs for Computer Experiments (2008)Space-Filling Latin Hypercube…Ordinal Optimization of G/G/1/K Polling Systems with k-Limited Service Discipline (2008)Ordinal Optimization of G/G/1…Finding maximin latin hypercube designs by Iterated Local Search heuristics (2008)Finding maximin latin hypercu…Statistics for Experimenters (1979)Response Surfaces: Designs and Analyses (1997)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data (2014)Simultaneous Optimization of Several Response Variables (1980)Designing Environmental Field Studies (1991)Optimization via simulation: A review (1994)Experimental design and response surface methodology in energy applications: A tutorial review (2017)Simulation Modeling and Analysis. (1983)Design and Analysis of Computer Experiments (1989)Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)Expert systems and simulation (1985)Repairable inventory theory: Models and applications (1997)CD++: a toolkit to develop DEVS models (2002)Introduction to modeling and simulation (1997)PROCEEDINGS OF THE 1997 WINTER SIMULATION CONFERENCE (1997)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 (2000)A review of techniques for parameter sensitivity analysis of environmental models (1994)Importance measures in global sensitivity analysis of nonlinear models (1996)Exploratory designs for computational experiments (1995)An efficient algorithm for constructing optimal design of computer experiments (2004)Response Surface Methodology: A Retrospective and Literature Survey (2004)A system dynamics approach for regional environmental planning and management: A study for the Lake Erhai Basin (2001)A systems approach to meeting the challenges of urban climate change (2012)An overview of the system dynamics process for integrated modelling of socio-ecological systems: Lessons on good modelling practice from five case studies (2017)Three-level meta-analysis of dependent effect sizes (2012)A Review on Global Sensitivity Analysis Methods (2015)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)
this work references cited by second hop

References

  • 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code8,233 cited
  • 1988Empirical Model Building and Response Surfaces5,235 cited
  • 1979A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code3,766 cited
  • 1988Empirical Model-Building and Response Surfaces.1,894 cited
  • 1990Minimax and maximin distance designs1,452 cited
  • 1989Designs for Computer Experiments970 cited
  • 1989Response Surface Methodology: 1966-1988594 cited
  • 1990Statistical tools for simulation practitioners523 cited
  • 1997System Dynamics Modelling: A Practical Approach.366 cited
  • 2011Proceedings of the 2011 Summer Computer Simulation Conference317 cited
  • 1997Response surface methodology: A neural network approach142 cited

Cited by

  • 2008Finding maximin latin hypercube designs by Iterated Local Search heuristics124 cited
  • 2011A comparison of genetic programming and artificial neural networks in metamodeling of discrete-event simulation models109 cited
  • 2011Comparison of experimental designs for simulation-based symbolic regression of manufacturing systems66 cited
  • 2019

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A bootstrap-aggregated hybrid semi-parametric modeling framework for bioprocess development
50 cited
  • 2013An Adaptive Exploration-Exploitation Algorithm for Constructing Metamodels in Random Simulation Using a Novel Sequential Experimental Design49 cited
  • 2018Exploring the behavior space of agent-based simulation models using random forest metamodels and sequential sampling43 cited
  • 2017Efficient Greek Calculation of Variable Annuity Portfolios for Dynamic Hedging: A Two-Level Metamodeling Approach38 cited
  • 2008Space-Filling Latin Hypercube Designs for Computer Experiments35 cited
  • 2013Competitive comparison of optimal designs of experiments for sampling-based sensitivity analysis27 cited
  • 2008Ordinal Optimization of G/G/1/K Polling Systems with k-Limited Service Discipline26 cited
  • 2015Application of metamodeling to the valuation of large variable annuity portfolios25 cited