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Simulasi Antrean Bayesian×Simulasi Antrean×
BidangSimulasiSimulasi
KeluargaProcess / pipelineProcess / pipeline
Tahun asal19941909
PencetusArmero, C. & Bayarri, M. J.Agner Krarup Erlang
TipeBayesian inference + stochastic simulationStochastic simulation / analytical modeling
Sumber perintisArmero, 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
AliasBQS, Bayesian Queue Simulation, Bayesian Stochastic Queueing, Bayesian Queuing AnalysisQueue Simulation, Queuing Theory Simulation, Waiting-Line Simulation, DES-Queue
Terkait66
RingkasanBayesian 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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  1. v1
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  3. PUBLISHED

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ScholarGateBandingkan metode: Bayesian Queueing Simulation · Queueing Simulation. Diakses 2026-06-15 dari https://scholargate.app/id/compare