论文标题

自动机网络中的内在模拟和普遍性

Intrinsic Simulations and Universality in Automata Networks

论文作者

Ríos-Wilson, Martín, Theyssier, Guillaume

论文摘要

自动机网络(AN)是一个有限的图形,每个节点都从有限字母内保持状态,并配备了本地映射,该映射根据其邻居定义了节点状态的演变。从动力学和计算复杂性的角度研究了它们。在蜂窝自动机的背景下,我们从公认的概念中启发,我们为自动机网络家族的家族开发了一种内在的模拟和普遍性理论。我们在轨道的复杂性(吸引子,瞬态等)以及对自动机网络的标准良好决策问题(短/长期预测,可达性等)方面建立了内在普遍性的许多后果。因此,我们证明了这些问题的正交性结果:一个单一问题的硬度并不意味着其他问题的硬度,而固有的普遍性则意味着所有这些都意味着硬度。作为补充,我们开发了一种证明技术来建立固有的仿真和普遍性结果,该结果适合与对称网络的家庭打交道是无关的。它基于网络胶合的操作,该操作允许在小型网络中兼容的伪孔中在大型网络中产生复杂的轨道。作为例证,我们简短地证明了网络家族是每个节点遵守“生命游戏”蜂窝自动机的规则,这是非常普遍的。这种形式主义和证明技术也适用于专门研究更新时间表对自动机网络混凝土对称家庭内在普遍性的影响的伴侣论文。

An automata network (AN) is a finite graph where each node holds a state from a finite alphabet and is equipped with a local map defining the evolution of the state of the node depending on its neighbors. They are studied both from the dynamical and the computational complexity point of view. Inspired from well-established notions in the context of cellular automata, we develop a theory of intrinsic simulations and universality for families of automata networks. We establish many consequences of intrinsic universality in terms of complexity of orbits (periods of attractors, transients, etc) as well as hardness of the standard well-studied decision problems for automata networks (short/long term prediction, reachability, etc). In the way, we prove orthogonality results for these problems: the hardness of a single one does not imply hardness of the others, while intrinsic universality implies hardness of all of them. As a complement, we develop a proof technique to establish intrinsic simulation and universality results which is suitable to deal with families of symmetric networks were connections are non-oriented. It is based on an operation of glueing of networks, which allows to produce complex orbits in large networks from compatible pseudo-orbits in small networks. As an illustration, we give a short proof that the family of networks were each node obeys the rule of the 'game of life' cellular automaton is strongly universal. This formalism and proof technique is also applied in a companion paper devoted to studying the effect of update schedules on intrinsic universality for concrete symmetric families of automata networks.

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