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On the pathwise computation of derivatives with respect to the rate of a point process: The phantom RPA method
7 references·9 citing·43 second hop
On the pathwise computation of derivatives with respect to the rate of a point process: The phantom RPA method (1992)On the pathwise computation of derivative…Likelihood ratio gradient estimation for stochastic systems (1990)Likelihood ratio gradient est…A Unified View of the IPA, SF, and LR Gradient Estimation Techniques (1990)A Unified View of the IPA, SF…Sensitivity Analysis for Simulations via Likelihood Ratios (1989)Sensitivity Analysis for Simu…Perturbation analysis: the state of the art and research issues explained via the GI/G/1 queue (1989)Perturbation analysis: the st…Open Queueing Systems in Light Traffic (1989)Open Queueing Systems in Ligh…Smoothed (conditional) perturbation analysis of discrete event dynamical systems (1987)Smoothed (conditional) pertur…Perturbation analysis and optimization of queueing networks (1983)Perturbation analysis and opt…Gradient estimation for discrete-event systems by measure-valued differentiation (2010)Gradient estimation for discr…Measure-Valued Differentiation for Stationary Markov Chains (2006)Measure-Valued Differentiatio…Simulation optimization: a survey of simulation optimization techniques and procedures (2000)Simulation optimization: a su…Centralized and decentralized asynchronous optimization of stochastic discrete-event systems (1998)Centralized and decentralized…Algorithms for sensitivity analysis of Markov systems through potentials and perturbation realization (1998)Algorithms for sensitivity an…Stochastic Approximation Methods for Systems over an Infinite Horizon (1996)Stochastic Approximation Meth…Structural infinitesimal perturbation analysis (SIPA) for derivative estimation of discrete-event dynamic systems (1995)Structural infinitesimal pert…Scheduling policies using marked/phantom slot algorithms (1995)Scheduling policies using mar…Virtual customers in sensitivity and light traffic analysis via Campbell's formula for point processes (1993)Virtual customers in sensitiv…Point Processes and Queues (1981)Perturbation Analysis Gives Strongly Consistent Sensitivity Estimates for the M/G/1 Queue (1988)Chapter 5 Performance evaluation of production networks (1993)Estimating Quantile Sensitivities (2008)Stochastic Approximation Methods for Constrained and Unconstrained Systems (1978)A Guide to Simulation (1983)Perturbation realization, potentials, and sensitivity analysis of Markov processes (1997)A gradient technique for general buffer storage design in a production line (1979)Steady-state simulation of queueing processes: survey of problems and solutions (1990)Optimization via simulation: A review (1994)A Review of Modern Computational Algorithms for Bayesian Optimal Design (2015)A Stochastic Approximation Method (1951)Stochastic Estimation of the Maximum of a Regression Function (1952)Multivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)Incorporating robustness into Genetic Algorithm search of stochastic simulation outputs (2005)Simulation optimisation of pull control policies for serial manufacturing lines and assembly manufacturing systems using genetic algorithms (2009)Analysis of scientific collaboration patterns in the co-authorship network of Simulation–Optimization of supply chains (2014)Importance Sampling for Stochastic Simulations (1989)Nested Partitions Method for Stochastic Optimization (2000)A review of simulation optimization techniques (2002)Simulation optimization: A comprehensive review on theory and applications (2004)Introduction to Stochastic Processes (2014)Mathematical Theory of Connecting Networks and Telephone Traffic (1966)Approximations of the Mean Waiting Time in an M/G/s Queueing System (1979)Matrix-Geometric Solutions to Stochastic Models (1984)Call admission and routing in multi-service loss networks (1994)Interpolation approximations for symmetric Fork-Join queues (1994)Rare events in queueing systems?A survey (1994)Stochastic Differential Equations (1972)Acceleration of Stochastic Approximation by Averaging (1992)Two-timescale algorithms for simulation optimization of hidden Markov models (2001)Accelerated simulation for pricing Asian options (2002)A Guide to Simulation. (1985)A guide to simulation (2nd ed.) (1986)Active Nonlinear Tests (ANTs) of Complex Simulation Models (1998)Chapter 19 Gradient Estimation (2006)On loss functions and ranking forecasting performances of multivariate volatility models (2012)Gradient Estimation via Perturbation Analysis (1991)Discrete event systems : modeling and performance analysis (1993)Discrete Event Systems: Sensitivity Analysis and Stochastic Optimization by the Score Function Method (1995)The Relations Among Potentials, Perturbation Analysis, and Markov Decision Processes (1998)Personal communication (1989)Sample-path optimization of convex stochastic performance functions (1996)
this work references cited by second hop

References

  • 1990Likelihood ratio gradient estimation for stochastic systems381 cited
  • 1983Perturbation analysis and optimization of queueing networks296 cited
  • 1989Sensitivity Analysis for Simulations via Likelihood Ratios253 cited
  • 1987Smoothed (conditional) perturbation analysis of discrete event dynamical systems222 cited
  • 1990A Unified View of the IPA, SF, and LR Gradient Estimation Techniques211 cited
  • 1989Perturbation analysis: the state of the art and research issues explained via the GI/G/1 queue211 cited
  • 1989Open Queueing Systems in Light Traffic111 cited

Cited by

  • 1998Algorithms for sensitivity analysis of Markov systems through potentials and perturbation realization69 cited
  • 2000Simulation optimization: a survey of simulation optimization techniques and procedures67 cited
  • 1996Stochastic Approximation Methods for Systems over an Infinite Horizon50 cited
  • 2010Gradient estimation for discrete-event systems by measure-valued differentiation40 cited
  • 1995Structural infinitesimal perturbation analysis (SIPA) for derivative estimation of discrete-event dynamic systems38 cited
  • 1998Centralized and decentralized asynchronous optimization of stochastic discrete-event systems38 cited
  • 1993Virtual customers in sensitivity and light traffic analysis via Campbell's formula for point processes

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32 cited
  • 2006Measure-Valued Differentiation for Stationary Markov Chains29 cited
  • 1995Scheduling policies using marked/phantom slot algorithms26 cited