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Probing robustness of cellular automata through variations of asynchronous updating
Abstract : Typically viewed as a deterministic model of spatial computing, cellular automata are here considered as a collective system subject to the noise inherent to natural computing. The classical updating scheme is replaced by stochastic versions which either randomly update cells or disrupt the cell-to-cell transmission of information. We then use the novel updating schemes to probe the behaviour of Elementary Cellular Automata, and observe a wide variety of results. We study these behaviours in the scope of macroscopic statistical phenomena and microscopic analysis. Finally, we discuss the possibility to use updating schemes to probe the robustness of complex systems.
Cited literature [18 references]
https://hal.inria.fr/hal-00658754
Contributor : Olivier Bouré <>
Submitted on : Thursday, June 14, 2012 - 12:08:49 PM
Last modification on : Tuesday, December 18, 2018 - 4:40:21 PM
Long-term archiving on: : Saturday, September 15, 2012 - 2:36:34 AM
Contributor : Olivier Bouré <>
Submitted on : Thursday, June 14, 2012 - 12:08:49 PM
Last modification on : Tuesday, December 18, 2018 - 4:40:21 PM
Long-term archiving on: : Saturday, September 15, 2012 - 2:36:34 AM
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Boure_NC.pdf
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