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Bayesiaanse wachtrijsimulatie×Queueing Simulation×
VakgebiedSimulatieSimulatie
FamilieProcess / pipelineProcess / pipeline
Jaar van ontstaan19941909
GrondleggerArmero, C. & Bayarri, M. J.Agner Krarup Erlang
TypeBayesian inference + stochastic simulationStochastic simulation / analytical modeling
Oorspronkelijke bronArmero, 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
AliassenBQS, Bayesian Queue Simulation, Bayesian Stochastic Queueing, Bayesian Queuing AnalysisQueue Simulation, Queuing Theory Simulation, Waiting-Line Simulation, DES-Queue
Verwant66
SamenvattingBayesian 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.
ScholarGateGegevensset
  1. v1
  2. 2 Bronnen
  3. PUBLISHED
  1. v1
  2. 2 Bronnen
  3. PUBLISHED

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ScholarGateMethoden vergelijken: Bayesian Queueing Simulation · Queueing Simulation. Geraadpleegd op 2026-06-15 via https://scholargate.app/nl/compare