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Microsimulation stochastique×Simulation stochastique à événements discrets×
DomaineSimulationSimulation
FamilleProcess / pipelineProcess / pipeline
Année d'origine19571960s–1970s
Auteur d'origineGuy H. OrcuttBanks, Carson, Nelson, Nicol; Law, A. M.
TypeStochastic individual-level simulationStochastic simulation model
Source fondatriceOrcutt, G. H. (1957). A new type of socio-economic system. The Review of Economics and Statistics, 39(2), 116–123. DOI ↗Banks, J., Carson, J. S., Nelson, B. L., & Nicol, D. M. (2010). Discrete-Event System Simulation (5th ed.). Prentice Hall. ISBN: 9780136062127
AliasProbabilistic Microsimulation, Monte Carlo Microsimulation, Stochastic Micro-simulation, SMSMStochastic DES, SDES, Probabilistic DES, Monte Carlo DES
Apparentées66
RésuméStochastic Microsimulation tracks a large population of individual units — people, households, or firms — through time by applying random draws from empirically estimated probability distributions at each transition event. Unlike deterministic counterparts, every state change is decided by chance, preserving realistic heterogeneity and allowing rigorous uncertainty quantification across multiple simulation runs.Stochastic Discrete-Event Simulation (Stochastic DES) models complex systems by advancing simulated time from one discrete event to the next, drawing event durations and inter-arrival times from fitted probability distributions. It is the standard technique for analyzing queues, manufacturing lines, healthcare pathways, and logistics networks under uncertainty, producing output statistics with confidence intervals.
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ScholarGateComparer des méthodes: Stochastic Microsimulation · Stochastic Discrete-Event Simulation. Consulté le 2026-06-17 sur https://scholargate.app/fr/compare