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Quick Convergence to a Fixed Point: A Note on Asynchronous Elementary Cellular Automata

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Cellular Automata (ACRI 2014)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 8751))

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Abstract

This note describes a small step in the analysis of the fully asynchronous cellular automata (i.e., the cells are updated uniformly at random at each time step). We establish the rapid convergence of fifteen minimal Elementary Cellular Automata, showing that their average convergence time to a fixed point scales logarithmically with the size of the automaton. Techniques involve the use of Markov chain analysis and the construction of adequate potential functions. The problem is however left open for twelve other minimal rules, which shows the need to develop this analysis further.

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References

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Fatès, N. (2014). Quick Convergence to a Fixed Point: A Note on Asynchronous Elementary Cellular Automata. In: Wąs, J., Sirakoulis, G.C., Bandini, S. (eds) Cellular Automata. ACRI 2014. Lecture Notes in Computer Science, vol 8751. Springer, Cham. https://doi.org/10.1007/978-3-319-11520-7_62

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  • DOI: https://doi.org/10.1007/978-3-319-11520-7_62

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11519-1

  • Online ISBN: 978-3-319-11520-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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