Genaro J. Mart�nez
Designing complex dynamics in cellular automata with memory
Mart�nez, Genaro J.; Martinez, Genaro J.; Adamatzky, Andrew; Alonso-Sanz, Ramon
Abstract
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. © World Scientific Publishing Company.
Citation
Martínez, G. J., Martinez, G. J., Adamatzky, A., & Alonso-Sanz, R. (2013). Designing complex dynamics in cellular automata with memory. International Journal of Bifurcation and Chaos, 23(10), 1330035. https://doi.org/10.1142/S0218127413300358
Journal Article Type | Article |
---|---|
Publication Date | Jan 1, 2013 |
Deposit Date | Nov 5, 2013 |
Publicly Available Date | Feb 9, 2016 |
Journal | International Journal of Bifurcation and Chaos |
Print ISSN | 0218-1274 |
Publisher | World Scientific Publishing |
Peer Reviewed | Peer Reviewed |
Volume | 23 |
Issue | 10 |
Pages | 1330035 |
DOI | https://doi.org/10.1142/S0218127413300358 |
Keywords | elementary cellular automata, classification, memory, computability, gliders, collisions, complex systems |
Public URL | https://uwe-repository.worktribe.com/output/939419 |
Publisher URL | http://dx.doi.org/10.1142/S0218127413300358 |
Additional Information | Additional Information : Electronic version of an article published as International Journal of Bifurcation and Chaos, 23 (10), 2013, p.1330035. DOI: 10.1142/S0218127413300358 © World Scientific Publishing Company. http://dx.doi.org/10.1142/S0218127413300358 |
Files
IJBC-D-13-00179_Martinez.pdf
(23.1 Mb)
PDF
You might also like
Light-induced spiking in proteinoids yields Boolean gates
(2023)
Journal Article
Learning in ensembles of proteinoid microspheres
(2023)
Journal Article
Logical gates in ensembles of proteinoid microspheres
(2023)
Journal Article
Proteinoid microspheres as protoneural networks
(2023)
Journal Article
Light induced spiking of proteinoids
(2023)
Journal Article