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स्टोकेस्टिक असतत-घटना सिमुलेशन×स्टोकेस्टिक सिस्टम डायनेमिक्स×
क्षेत्रअनुकरणअनुकरण
परिवारProcess / pipelineProcess / pipeline
उद्भव वर्ष1960s–1970s1980s–2000s
प्रवर्तकBanks, Carson, Nelson, Nicol; Law, A. M.Jay W. Forrester (base SD); stochastic extensions developed through 1980s–2000s by multiple researchers
प्रकारStochastic simulation modelContinuous stochastic simulation
मौलिक स्रोतBanks, J., Carson, J. S., Nelson, B. L., & Nicol, D. M. (2010). Discrete-Event System Simulation (5th ed.). Prentice Hall. ISBN: 9780136062127Sterman, J.D. (2000). Business Dynamics: Systems Thinking and Modeling for a Complex World. Irwin McGraw-Hill. ISBN: 978-0072389159
उपनामStochastic DES, SDES, Probabilistic DES, Monte Carlo DESSSD, stochastic stock-flow modelling, probabilistic system dynamics, random system dynamics
संबंधित65
सारांशStochastic Discrete-Event Simulation (Stochastic DES) models complex systems by advancing simulated time from one discrete event to the next, drawing event durations and inter-arrival times from fitted probability distributions. It is the standard technique for analyzing queues, manufacturing lines, healthcare pathways, and logistics networks under uncertainty, producing output statistics with confidence intervals.Stochastic System Dynamics (SSD) extends conventional system dynamics by replacing fixed parameter values and deterministic flow equations with probability distributions and random draws. Running many replications of the stock-flow model yields probabilistic trajectories — confidence bands rather than single lines — enabling rigorous uncertainty quantification and risk analysis in complex feedback systems such as epidemic models, supply chains, and energy policy scenarios.
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  3. PUBLISHED

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ScholarGateविधियों की तुलना करें: Stochastic Discrete-Event Simulation · Stochastic System Dynamics. 2026-06-18 को यहाँ से प्राप्त https://scholargate.app/hi/compare