We explore some aspects of phase transitions in cellular automata. We start recalling the standard formulation of the Monte Carlo approach for a discrete system. We then formulate the cellular automaton problem using simple models and illustrate different types of possible phase transitions: density phase transitions of first and second order, damage spreading, dilution of deterministic rules, asynchronism- induced transitions, synchronization phenomena, chaotic phase transitions and the influence of the topology.
Phase Transitions of Cellular Automata / Bagnoli, Franco; Rechtman, Raúl. - STAMPA. - (2018), pp. 215-236. [10.1007/978-3-319-65558-1_15]
Phase Transitions of Cellular Automata
Bagnoli, Franco
;Rechtman, Raúl
2018
Abstract
We explore some aspects of phase transitions in cellular automata. We start recalling the standard formulation of the Monte Carlo approach for a discrete system. We then formulate the cellular automaton problem using simple models and illustrate different types of possible phase transitions: density phase transitions of first and second order, damage spreading, dilution of deterministic rules, asynchronism- induced transitions, synchronization phenomena, chaotic phase transitions and the influence of the topology.File | Dimensione | Formato | |
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