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Optimization for Simulation: Theory vs. Practice
6 references·16 citing·34 second hop
Optimization for Simulation: Theory vs. Practice (2002)Optimization for Simulation: Theory vs. P…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…Multivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)Multivariate stochastic appro…Gradient Estimation via Perturbation Analysis (1991)Gradient Estimation via Pertu…Stochastic Modeling and the Theory of Queues (1989)Stochastic Modeling and the T…Simulation Modeling and Analysis. (1983)Simulation Modeling and Analy…Discrete simulation-based optimization methods for industrial engineering problems: A systematic literature review (2019)Discrete simulation-based opt…A unified framework for stochastic optimization (2018)A unified framework for stoch…Emergency medical services and beyond: Addressing new challenges through a wide literature review (2016)Emergency medical services an…Simulation optimization: a review of algorithms and applications (2014)Simulation optimization: a re…Optimization of blood supply chain with shortened shelf lives and ABO compatibility (2014)Optimization of blood supply …Monte Carlo sampling-based methods for stochastic optimization (2014)Monte Carlo sampling-based me…A review on simulation models applied to emergency medical service operations (2013)A review on simulation models…A new age-based replenishment policy for supply chain inventory optimization of highly perishable products (2013)A new age-based replenishment…Industrial strength COMPASS (2010)Industrial strength COMPASSThe Knowledge-Gradient Policy for Correlated Normal Beliefs (2009)The Knowledge-Gradient Policy…Discrete Optimization via Simulation Using COMPASS (2006)Discrete Optimization via Sim…Chapter 18 Metamodel-Based Simulation Optimization (2006)Chapter 18 Metamodel-Based Si…Solving a multiresponse simulation-optimization problem with discrete variables using a multiple-attribute decision-making method (2004)Solving a multiresponse simul…Discrete-event simulation: from the pioneers to the present, what next? (2004)Discrete-event simulation: fr…A simulation optimization methodology for supplier selection problem (2004)A simulation optimization met…Using Ranking and Selection to “Clean Up” after Simulation Optimization (2003)Using Ranking and Selection t…Stochastic Approximation Methods for Constrained and Unconstrained Systems (1978)A Guide to Simulation (1983)A Knowledge-Gradient Policy for Sequential Information Collection (2008)Simulation modeling for analysis (2010)Stochastic Estimation of the Maximum of a Regression Function (1952)Implementation of the simultaneous perturbation algorithm for stochastic optimization (1998)Feature Article: Optimization for simulation: Theory vs. Practice (2002)The Sample Average Approximation Method for Stochastic Discrete Optimization (2002)Simulation Optimization: A Review and Exploration in the New Era of Cloud Computing and Big Data (2015)Design and Analysis of Computer Experiments (1989)Statistics for Spatial Data (1993)Bayesian Optimization in a Billion Dimensions via Random Embeddings (2016)A Tutorial on Thompson Sampling (2018)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)A Stochastic Approximation Method (1951)Optimization of conditional value-at-risk (2000)Introduction to Stochastic Programming (2011)A structuring review on multi-stage optimization under uncertainty: Aligning concepts from theory and practice (2019)Computational sustainability (2019)Testing facility location and dynamic capacity planning for pandemics with demand uncertainty (2021)Estimating Security Price Derivatives Using Simulation (1996)Proceedings of the 2002 Winter Simulation Conference (2002)Simulation optimization: a review of algorithms and applications (2015)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)Testing ecological models: the meaning of validation (1996)Developing Theory Through Simulation Methods (2007)Verification and validation of simulation models (2012)Statistical Analysis of a Telephone Call Center (2005)
this work references cited by second hop

References

  • 1983Simulation Modeling and Analysis.8,697 cited
  • 1992Multivariate stochastic approximation using a simultaneous perturbation gradient approximation2,282 cited
  • 1989Stochastic Modeling and the Theory of Queues1,605 cited
  • 2000Simulation Budget Allocation for Further Enhancing the Efficiency of Ordinal Optimization746 cited
  • 1991Gradient Estimation via Perturbation Analysis707 cited
  • 1996Design and Analysis of Experiments for Statistical Selection, Screening and Multiple Comparisons518 cited

Cited by

  • 2009The Knowledge-Gradient Policy for Correlated Normal Beliefs408 cited
  • 2016Emergency medical services and beyond: Addressing new challenges through a wide literature review341 cited
  • 2018A unified framework for stochastic optimization319 cited
  • 2006Discrete Optimization via Simulation Using COMPASS298 cited
  • 2014Monte Carlo sampling-based methods for stochastic optimization286 cited
  • 2006Chapter 18 Metamodel-Based Simulation Optimization265 cited
  • 2004Discrete-event simulation: from the pioneers to the present, what next?238 cited
  • 2013A review on simulation models applied to emergency medical service operations198 cited
  • 2003

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Using Ranking and Selection to “Clean Up” after Simulation Optimization
191 cited
  • 2004A simulation optimization methodology for supplier selection problem169 cited
  • 2004Solving a multiresponse simulation-optimization problem with discrete variables using a multiple-attribute decision-making method158 cited
  • 2010Industrial strength COMPASS157 cited
  • 2014Simulation optimization: a review of algorithms and applications156 cited
  • 2013A new age-based replenishment policy for supply chain inventory optimization of highly perishable products155 cited
  • 2019Discrete simulation-based optimization methods for industrial engineering problems: A systematic literature review154 cited
  • 2014Optimization of blood supply chain with shortened shelf lives and ABO compatibility145 cited