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Topological Perturbations and Their Effect on the Dynamics of Totalistic Cellular Automata

机译:拓扑扰动及其对全细胞自动机动力学的影响

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Although several studies addressed the dynamical properties of cellular automata (CAs) in general and the sensitivity to the initial condition from which they are evolved in particular, only minor attention has been paid to the interference between a CA's dynamics and its underlying topology, by which we refer to the whole of a CA's spatial entities and their interconnection. Nevertheless, some preliminary studies highlighted the importance of this issue. Henceforth, in contrast to the sensitivity to the initial conditions, which is frequently quantified by means of Lyapunov exponents, to this day no methodology is available for grasping this so-called topological sensitivity. Inspired by the concept of classical Lyapunov exponents, we elaborate on the machinery that is required to grasp the topological sensitivity of CAs, which consists of topological Lyapunov exponents and Jacobians. By relying on these concepts, the topological sensitivity of a family of 2-state irregular totalistic CAs is characterized.
机译:尽管有几项研究总体上讨论了细胞自动机(CA)的动力学特性,尤其是对它们发展所处的初始条件的敏感性,但对CA动力学及其基本拓扑之间的干扰只进行了很少的关注。我们指的是CA的整个空间实体及其相互联系。但是,一些初步研究强调了此问题的重要性。此后,与对初始条件的敏感度(通常通过Lyapunov指数进行量化)相反,迄今为止,没有方法可用于掌握这种所谓的拓扑敏感度。受经典Lyapunov指数概念的启发,我们详细介绍了掌握CA的拓扑敏感性所需的机制,其中包括拓扑Lyapunov指数和Jacobian指数。依靠这些概念,可以表征2状态不规则总体CA的拓扑敏感性。

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