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확률적 셀룰러 오토마타×이산 사건 시뮬레이션 (DES)×
분야시뮬레이션시뮬레이션
계열Process / pipelineProcess / pipeline
기원 연도1940s–1980s1960s (formalized); modern computational form from 1970s onward
창시자von Neumann, J. / Ulam, S. (deterministic CA); probabilistic extension formalized by various authors including Wolfram, S. and Chopard, B.Banks, Carson, Nelson & Nicol (textbook lineage); foundational work by Tocher & Conway (1960s)
유형Grid-based stochastic simulationStochastic process simulation
원전Wolfram, S. (2002). A New Kind of Science. Wolfram Media, Champaign, IL. ISBN: 9781579550080Banks, J., Carson, J.S., Nelson, B.L. & Nicol, D.M. (2010). Discrete-Event System Simulation (5th ed.). Pearson. ISBN: 978-0136062127
별칭SCA, Probabilistic Cellular Automata, PCA, Stochastic CADES, event-driven simulation, Ayrık Olay Simülasyonu (DES)
관련54
요약Stochastic Cellular Automata (SCA) extend classical cellular automata by replacing deterministic transition rules with probabilistic ones, allowing each cell on a grid to change state according to a probability distribution conditioned on its neighborhood. This makes SCA a powerful tool for simulating real-world spatial processes where randomness, noise, and uncertainty govern local interactions — from epidemic spread and forest fires to traffic flow and material diffusion.Discrete-Event Simulation (DES) is a computational modeling paradigm in which the state of a system changes only at a countable sequence of points in time — the events. Between events nothing changes, so the simulation clock jumps directly from one event to the next. Formalized through the foundational textbooks of Banks, Carson, Nelson and Nicol and of Law in the 1960s–2000s, DES has become the standard tool for analyzing queuing systems, healthcare patient flows, manufacturing lines, and logistics networks where entities move through resources over time.
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ScholarGate방법 비교: Stochastic Cellular Automata · Discrete-Event Simulation. 2026-06-18에 다음에서 검색함: https://scholargate.app/ko/compare