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شبیه‌سازی سیستم رویداد-گسسته×شبیه‌سازی بوت‌استرپ×
حوزهشبیه‌سازیشبیه‌سازی
خانوادهProcess / pipelineProcess / pipeline
سال پیدایش1960s (formalised in literature through the 1980s–2000s)1979
پدیدآورKelton, Law & Sadowski (formalised methodology); SIMSCRIPT (Markowitz et al., 1963) and GPSS (Gordon, 1961) were pioneering toolsBradley Efron
نوعStochastic process simulationSimulation-based nonparametric inference
منبع بنیادینKelton, W.D., Sadowski, R.P. & Zupick, N.B. (2014). Simulation with Arena (6th ed.). McGraw-Hill. ISBN: 978-0073401317Efron, B. & Tibshirani, R.J. (1993). An Introduction to the Bootstrap. Chapman & Hall/CRC. DOI ↗
نام‌های دیگرDES, discrete event simulation, Kesikli Sistem Simülasyonu (Arena / AnyLogic tarzı)bootstrap resampling, empirical resampling, nonparametric bootstrap, Önyükleme Simülasyonu (Bootstrap Resampling)
مرتبط45
خلاصهDiscrete-event system simulation (DES) is a computational modelling technique in which the state of a system changes only at discrete points in time — called events — such as a customer arriving, a machine starting, or a job completing. Formalised through foundational texts by Kelton, Sadowski, and Zupick (2014) and Law (2015), DES represents processes as networks of resources, queues, and activities, allowing analysts to test capacity and policy changes on a virtual model before touching the real system.Bootstrap simulation, introduced by Bradley Efron in 1979, is a simulation-based inference method that derives the sampling distribution of virtually any statistic by repeatedly resampling with replacement from the observed data. Because it requires no parametric distributional assumptions, it provides a robust, general-purpose alternative to analytical confidence intervals and parametric hypothesis tests across continuous, ordinal, binary, and count data.
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ScholarGateمقایسهٔ روش‌ها: Discrete-Event System Simulation · Bootstrap Simulation. بازیابی‌شده در 2026-06-15 از https://scholargate.app/fa/compare