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Optimization of static simulation models by the score function method
10 references·2 citing·40 second hop
Optimization of static simulation models by the score function method (1990)Optimization of static simulation models …Techniques for simulation response optimization (1989)Techniques for simulation res…Single Run Optimization of Discrete Event Simulations—An Empirical Study Using the M/M/l Queue (1989)Single Run Optimization of Di…Sensitivity Analysis and Performance Extrapolation for Computer Simulation Models (1989)Sensitivity Analysis and Perf…Perturbation Analysis Gives Strongly Consistent Sensitivity Estimates for the M/G/1 Queue (1988)Perturbation Analysis Gives S…Optimization in simulation (1987)Optimization in simulationMonte Carlo Optimization, Simulation and Sensitivity of Queueing Networks. (1987)Monte Carlo Optimization, Sim…Likelilood ratio gradient estimation (1987)Likelilood ratio gradient est…Infinitesimal perturbation analysis for general discrete event systems (1987)Infinitesimal perturbation an…The score function approach for sensitivity analysis of computer simulation models (1986)The score function approach f…Convergence of parameter sensitivity estimates in a stochastic experiment (1984)Convergence of parameter sens…Multi-criteria logistics modeling for military humanitarian assistance and disaster relief aerial delivery operations (2015)Multi-criteria logistics mode…Sample-path optimization in simulation (2005)Sample-path optimization in s…A Stochastic Approximation Method (1951)Stochastic Estimation of the Maximum of a Regression Function (1952)A tutorial on simulation optimization (1992)Response Surface Methodology (1996)A combined procedure for optimization via simulation (2003)Stochastic Optimization Methods (2008)Jobshop-Like Queueing Systems (1963)Theory, Volume 1, Queueing Systems (1975)Quantitative system performance: computer system analysis using queueing network models (1984)Extensions of infinitesimal perturbation analysis (1988)On the Convergence Rates of IPA and FDC Derivative Estimators (1994)Stochastic Approximation Methods for Constrained and Unconstrained Systems (1978)Simulation Modeling and Analysis. (1983)Convergence Properties of Infinitesimal Perturbation Analysis Estimates (1988)STOCHASTIC APPROXIMATION (2005)Chapter 19 Gradient Estimation (2006)Accelerated Stochastic Approximation (1958)Smoothed (conditional) perturbation analysis of discrete event dynamical systems (1987)Stochastic Optimization by Simulation: Convergence Proofs for the GI/G/1 Queue in Steady-State (1994)Convergence Properties of Two-Stage Stochastic Programming (2000)Fundamentals of Queueing Theory. (1977)Fundamentals of Queueing Theory. (1986)Sensitivity analysis and the “what if” problem in simulation analysis (1989)Likelihood Ratio Sensitivity Analysis for Markovian Models of Highly Dependable Systems (1994)Robust Analysis in Stochastic Simulation: Computation and Performance Guarantees (2019)Operations Research -- An Introduction (1980)Convergence of a stochastic approximation algorithm for the GI/G/1 queue using infinitesimal perturbation analysis (1990)On-Line Optimization of Simulated Markovian Processes (1990)A Stochastic Approximation Algorithm with Varying Bounds (1995)Poisson Arrivals See Time Averages (1982)Perturbation analysis and optimization of queueing networks (1983)Sensitivity Analysis for Simulations via Likelihood Ratios (1989)Steady-state simulation of queueing processes: survey of problems and solutions (1990)Optimization via simulation: A review (1994)ON STOCHASTIC APPROXIMATION (1956)A Unified View of the IPA, SF, and LR Gradient Estimation Techniques (1990)Nelder-Mead Simplex Modifications for Simulation Optimization (1996)Simulation optimization methodologies (1999)Metamodels for simulation input-output relations (1992)Optimal Design via Curve Fitting of Monte Carlo Experiments (1995)
this work references cited by second hop

References

  • 1988Perturbation Analysis Gives Strongly Consistent Sensitivity Estimates for the M/G/1 Queue226 cited
  • 1987Likelilood ratio gradient estimation219 cited
  • 1989Sensitivity Analysis and Performance Extrapolation for Computer Simulation Models179 cited
  • 1984Convergence of parameter sensitivity estimates in a stochastic experiment137 cited
  • 1989Techniques for simulation response optimization118 cited
  • 1987Infinitesimal perturbation analysis for general discrete event systems118 cited
  • 1987Optimization in simulation101 cited
  • 1987Monte Carlo Optimization, Simulation and Sensitivity of Queueing Networks.99 cited
  • 1986The score function approach for sensitivity analysis of computer simulation models95 cited
  • 1989Single Run Optimization of Discrete Event Simulations—An Empirical Study Using the M/M/l Queue89 cited

Cited by

  • 2005Sample-path optimization in simulation62 cited
  • 2015Multi-criteria logistics modeling for military humanitarian assistance and disaster relief aerial delivery operations44 cited

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