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Self-stabilisation of cellular automata on tilings

Abstract : Given a finite set of local constraints, we seek a cellular automaton (i.e., a local and parallel algorithm) that self-stabilises on the configurations that satisfy these constraints. More precisely, starting from a finite perturbation of a valid configuration, the cellular automaton must eventually fall back to the space of valid configurations where it remains still. We allow the cellular automaton to use extra symbols, but in that case, the extra symbols can also appear in the initial finite perturbation. For several classes of local constraints (e.g., $k$-colourings with $k\neq 3$, and North-East deterministic constraints), we provide efficient self-stabilising cellular automata with or without additional symbols that wash out finite perturbations in linear or quadratic time, but also show that there are examples of local constraints for which the self-stabilisation problem is inherently hard. We also consider probabilistic cellular automata rules and show that in some cases, the use of randomness simplifies the problem. In the deterministic case, we show that if finite perturbations are corrected in linear time, then the cellular automaton self-stabilises even starting from a random perturbation of a valid configuration, that is, when errors in the initial configuration occur independently with a sufficiently low density.
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Preprints, Working Papers, ...
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https://hal.inria.fr/hal-03127876
Contributor : Nazim Fatès Connect in order to contact the contributor
Submitted on : Monday, February 1, 2021 - 5:37:14 PM
Last modification on : Saturday, October 16, 2021 - 11:26:10 AM

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  • HAL Id : hal-03127876, version 1
  • ARXIV : 2101.12682

Citation

Nazim Fatès, Irène Marcovici, Siamak Taati. Self-stabilisation of cellular automata on tilings. 2021. ⟨hal-03127876⟩

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