Process / pipelineSimulation / optimization

Bayesian Queueing Simulation — Bayesian Parameter Inference Integrated with Stochastic Queueing Simulation

Bayesian Queueing Simulation kombinuje Bejzijansko statističko zaključivanje sa stohastičkom simulacijom redova čekanja za modeliranje sistema redova pod nesigurnošću parametara. Umesto da stope dolazaka i usluga tretira kao fiksne poznate vrednosti, ona postavlja apriorne raspodele nad njima, ažurira ih sa posmatranim podacima da bi dobila aposteriorne raspodele, i propagira rezultujuću nesigurnost parametara kroz ponovljene simulacije da bi proizvela probabilističke predikcije metrika performansi sistema kao što su dužina reda, vreme čekanja i iskorišćenost servera.

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Izvori

  1. Armero, C., & Bayarri, M. J. (1994). Bayesian prediction in M/M/1 queues. Queueing Systems, 15(1–4), 401–417. DOI: 10.1007/BF01189248
  2. Insua, D. R., Wiper, M., & Ruggeri, F. (1998). Bayesian analysis of M/Er/1 and M/H_k/1 queues. Queueing Systems, 30(3–4), 289–308. DOI: 10.1023/a:1019173206509

Kako citirati ovu stranicu

ScholarGate. (2026, June 3). Bayesian Queueing Simulation — Bayesian parameter inference integrated with stochastic queueing simulation. ScholarGate. https://scholargate.app/sr/simulation/bayesian-queueing-simulation

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ScholarGateBayesian Queueing Simulation (Bayesian Queueing Simulation — Bayesian parameter inference integrated with stochastic queueing simulation). Preuzeto 2026-06-15 sa https://scholargate.app/sr/simulation/bayesian-queueing-simulation · Skup podataka: https://doi.org/10.5281/zenodo.20539026