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Robust Discrete-Event Simulation×Stohhastiline diskreetsete sündmuste simulatsioon×
ValdkondSimulatsioonSimulatsioon
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta1990s–2000s1960s–1970s
LoojaBanks, Carson, Nelson, Nicol (canonical DES); robust extensions: operations research communityBanks, Carson, Nelson, Nicol; Law, A. M.
TüüpSimulation with robustness analysisStochastic simulation model
AlgallikasBanks, J., Carson, J. S., Nelson, B. L., & Nicol, D. M. (2010). Discrete-Event System Simulation (5th ed.). Prentice Hall. ISBN: 9780136062127Banks, J., Carson, J. S., Nelson, B. L., & Nicol, D. M. (2010). Discrete-Event System Simulation (5th ed.). Prentice Hall. ISBN: 9780136062127
RööpnimetusedRobust DES, Uncertainty-Aware DES, Robust DEVS, Resilient Discrete-Event SimulationStochastic DES, SDES, Probabilistic DES, Monte Carlo DES
Seotud66
KokkuvõteRobust Discrete-Event Simulation (Robust DES) is a simulation methodology that extends classical discrete-event simulation by explicitly incorporating uncertainty in model parameters — such as interarrival times, service durations, and resource capacities — and evaluating system performance across worst-case or distributional uncertainty sets rather than point estimates alone. It is widely applied in manufacturing, healthcare, logistics, and supply chain systems where parameter misspecification or real-world variability can lead to misleading simulation conclusions.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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ScholarGateVõrdle meetodeid: Robust Discrete-Event Simulation · Stochastic Discrete-Event Simulation. Loetud 2026-06-18 aadressilt https://scholargate.app/et/compare