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Детерминирани клетъчни автомати×Стохастични клетъчни автомати×
ОбластСимулационно моделиранеСимулационно моделиране
СемействоProcess / pipelineProcess / pipeline
Година на възникване1940s–1950s1940s–1980s
СъздателJohn von Neumann and Stanislaw Ulamvon Neumann, J. / Ulam, S. (deterministic CA); probabilistic extension formalized by various authors including Wolfram, S. and Chopard, B.
ТипDiscrete deterministic grid simulationGrid-based stochastic simulation
Основополагащ източникvon Neumann, J. (1966). Theory of Self-Reproducing Automata. University of Illinois Press, Urbana, IL. (Edited and completed by A. W. Burks.) link ↗Wolfram, S. (2002). A New Kind of Science. Wolfram Media, Champaign, IL. ISBN: 9781579550080
Други названияDeterministic CA, Classical Cellular Automata, Rule-based CA, Finite Automata Grid ModelSCA, Probabilistic Cellular Automata, PCA, Stochastic CA
Свързани65
РезюмеDeterministic Cellular Automata (DCA) is a simulation method that models the evolution of complex systems through a regular grid of cells, each holding a discrete state, updated synchronously at each time step according to a fixed, deterministic rule applied to the cell and its neighbors. The outcome is fully reproducible given the same initial conditions and rule set.Stochastic 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.
ScholarGateНабор от данни
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  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Deterministic Cellular Automata · Stochastic Cellular Automata. Извлечено на 2026-06-18 от https://scholargate.app/bg/compare