Designing complex dynamics in cellular automata with memory

Genaro J. Martínez, Andrew Adamatzky, Ramon Alonso-Sanz

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21 Citas (Scopus)

Resumen

Since their inception at Macy conferences in later 1940s, complex systems have remained the most controversial topic of interdisciplinary sciences. The term "complex system" is the most vague and liberally used scientific term. Using elementary cellular automata (ECA), and exploiting the CA classification, we demonstrate elusiveness of "complexity" by shifting space-time dynamics of the automata from simple to complex by enriching cells with memory. This way, we can transform any ECA class to another ECA class - without changing skeleton of cell-state transition function - and vice versa by just selecting a right kind of memory. A systematic analysis displays that memory helps "discover" hidden information and behavior on trivial - uniform, periodic, and nontrivial - chaotic, complex - dynamical systems.

Idioma originalInglés
Número de artículo1330035
PublicaciónInternational Journal of Bifurcation and Chaos
Volumen23
N.º10
DOI
EstadoPublicada - oct. 2013

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