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Bayesian Queueing Simulation×Järjekorrasimulatsioon×
ValdkondSimulatsioonSimulatsioon
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta19941909
LoojaArmero, C. & Bayarri, M. J.Agner Krarup Erlang
TüüpBayesian inference + stochastic simulationStochastic simulation / analytical modeling
AlgallikasArmero, C., & Bayarri, M. J. (1994). Bayesian prediction in M/M/1 queues. Queueing Systems, 15(1–4), 401–417. DOI ↗Kleinrock, L. (1975). Queueing Systems, Volume 1: Theory. Wiley-Interscience, New York. ISBN: 978-0471491101
RööpnimetusedBQS, Bayesian Queue Simulation, Bayesian Stochastic Queueing, Bayesian Queuing AnalysisQueue Simulation, Queuing Theory Simulation, Waiting-Line Simulation, DES-Queue
Seotud66
KokkuvõteBayesian Queueing Simulation combines Bayesian statistical inference with stochastic queueing simulation to model waiting-line systems under parameter uncertainty. Instead of treating arrival and service rates as fixed known values, it places prior distributions over them, updates these with observed data to obtain posteriors, and propagates the resulting parameter uncertainty through repeated simulation runs to produce probabilistic predictions of system performance metrics such as queue length, waiting time, and server utilisation.Queueing Simulation combines classical queueing theory with discrete-event simulation to model systems where entities arrive, wait for service, and depart. It predicts performance metrics such as average waiting time, queue length, and server utilization, enabling capacity planning and bottleneck identification across service, manufacturing, healthcare, and network systems.
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ScholarGateVõrdle meetodeid: Bayesian Queueing Simulation · Queueing Simulation. Loetud 2026-06-15 aadressilt https://scholargate.app/et/compare