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Simulation Optimization: A Review, New Developments, and Applications
6 references·16 citing·42 second hop
Simulation Optimization: A Review, New Developments, and Applications (2006)Simulation Optimization: A Review, New De…Feature Article: Optimization for simulation: Theory vs. Practice (2002)Feature Article: Optimization…Simulation Budget Allocation for Further Enhancing the Efficiency of Ordinal Optimization (2000)Simulation Budget Allocation …Design and Analysis of Experiments for Statistical Selection, Screening and Multiple Comparisons (1996)Design and Analysis of Experi…Optimization via simulation: A review (1994)Optimization via simulation: …Ordinal optimization of DEDS (1992)Ordinal optimization of DEDSMultivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)Multivariate stochastic appro…Operational Research: methods and applications (2023)Operational Research: methods…Emergency medical services and beyond: Addressing new challenges through a wide literature review (2016)Emergency medical services an…Simulation optimization in inventory replenishment: a classification (2015)Simulation optimization in in…Stochastically Constrained Ranking and Selection via SCORE (2014)Stochastically Constrained Ra…Simulation optimization: a review of algorithms and applications (2014)Simulation optimization: a re…Hybrid simulation–optimization methods: A taxonomy and discussion (2014)Hybrid simulation–optimizatio…Clearing the Jungle of Stochastic Optimization (2014)Clearing the Jungle of Stocha…Multi-objective simulation optimization using data envelopment analysis and genetic algorithm: Specific application to determining optimal resource levels in surgical services (2012)Multi-objective simulation op…The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression (2011)The Correlated Knowledge Grad…An Adaptive Hyperbox Algorithm for High-Dimensional Discrete Optimization via Simulation Problems (2011)An Adaptive Hyperbox Algorith…On Choosing Parameters in Retrospective-Approximation Algorithms for Stochastic Root Finding and Simulation Optimization (2010)On Choosing Parameters in Ret…Industrial strength COMPASS (2010)Industrial strength COMPASSSimulation optimization using metamodels (2009)Simulation optimization using…A simulation-optimization approach for integrated sourcing and inventory decisions (2009)A simulation-optimization app…Response surface methodology for constrained simulation optimization: An overview (2007)Response surface methodology …Deploying Wildland Fire Suppression Resources with a Scenario-Based Standard Response Model (2007)Deploying Wildland Fire Suppr…Stochastic Approximation Methods for Constrained and Unconstrained Systems (1978)A Guide to Simulation (1983)Optimization for Simulation: Theory vs. Practice (2002)A Knowledge-Gradient Policy for Sequential Information Collection (2008)Simulation modeling for analysis (2010)Discrete-Event System Simulation (1984)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 for Selecting Values of Input Variables in the Analysis of Output From a Computer Code (2000)Simulation Optimization: A Review and Exploration in the New Era of Cloud Computing and Big Data (2015)Simulation optimization in the era of Industrial 4.0 and the Industrial Internet (2016)A Stochastic Approximation Method (1951)Design and Analysis of Computer Experiments (1989)Response Surface Methodology (1996)Comparison of Kriging-based algorithms for simulation optimization with heterogeneous noise (2017)Mean-Value Analysis of Closed Multichain Queuing Networks (1980)Simulation Modeling and Analysis. (1983)Parallel discrete event simulation (1990)A survey of simulation optimization techniques and procedures (2002)Simulation optimization: A comprehensive review on theory and applications (2004)On the Experimental Attainment of Optimum Conditions (1951)Response Surface Methodology: Process and Product Optimization Using Designed Experiments (1996)A comparison of genetic programming and artificial neural networks in metamodeling of discrete-event simulation models (2011)Response Surface Methodology (2014)Empirical Model Building and Response Surfaces (1988)Discrete Event Systems: Sensitivity Analysis and Stochastic Optimization by the Score Function Method (1995)Simple Procedures for Selecting the Best Simulated System When the Number of Alternatives is Large (2001)Monte Carlo sampling-based methods for stochastic optimization (2014)Stochastic Modeling and the Theory of Queues (1989)State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments (2005)The Knowledge-Gradient Policy for Correlated Normal Beliefs (2009)Simulation for manufacturing system design and operation: Literature review and analysis (2014)Stochastic Estimation of the Maximum of a Regression Function (1952)Implementation of the simultaneous perturbation algorithm for stochastic optimization (1998)Simulation optimization: a review of algorithms and applications (2015)THE MAXIMAL COVERING LOCATION PROBLEM (1974)Network and Discrete Location: Models, Algorithms and Applications. (1997)Staff scheduling and rostering: A review of applications, methods and models (2003)Logistics for Emergency Medical Service systems (2017)Distributionally robust optimization of an emergency medical service station location and sizing problem with joint chance constraints (2018)Recent optimization models and trends in location, relocation, and dispatching of emergency medical vehicles (2018)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)
this work references cited by second hop

References

  • 1992Multivariate stochastic approximation using a simultaneous perturbation gradient approximation2,282 cited
  • 2000Simulation Budget Allocation for Further Enhancing the Efficiency of Ordinal Optimization746 cited
  • 2002Feature Article: Optimization for simulation: Theory vs. Practice742 cited
  • 1996Design and Analysis of Experiments for Statistical Selection, Screening and Multiple Comparisons518 cited
  • 1992Ordinal optimization of DEDS445 cited
  • 1994Optimization via simulation: A review418 cited

Cited by

  • 2016Emergency medical services and beyond: Addressing new challenges through a wide literature review341 cited
  • 2014Hybrid simulation–optimization methods: A taxonomy and discussion271 cited
  • 2011The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression209 cited
  • 2007Response surface methodology for constrained simulation optimization: An overview168 cited
  • 2010Industrial strength COMPASS157 cited
  • 2014Simulation optimization: a review of algorithms and applications156 cited
  • 2023Operational Research: methods and applications124 cited
  • 2014Clearing the Jungle of Stochastic Optimization110 cited

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2014
Stochastically Constrained Ranking and Selection via SCORE
104 cited
  • 2015Simulation optimization in inventory replenishment: a classification100 cited
  • 2012Multi-objective simulation optimization using data envelopment analysis and genetic algorithm: Specific application to determining optimal resource levels in surgical services99 cited
  • 2010On Choosing Parameters in Retrospective-Approximation Algorithms for Stochastic Root Finding and Simulation Optimization94 cited
  • 2009Simulation optimization using metamodels93 cited
  • 2007Deploying Wildland Fire Suppression Resources with a Scenario-Based Standard Response Model92 cited
  • 2011An Adaptive Hyperbox Algorithm for High-Dimensional Discrete Optimization via Simulation Problems85 cited
  • 2009A simulation-optimization approach for integrated sourcing and inventory decisions76 cited