Physica D: Nonlinear Phenomena ( IF 2.7 ) Pub Date : 2020-07-23 , DOI: 10.1016/j.physd.2020.132645 Barbara Wolnik , Anna Nenca , Jan M. Baetens , Bernard De Baets
This paper concerns -dimensional cellular automata with the von Neumann neighborhood that conserve the sum of the states of all their cells. These automata, called number-conserving or density-conserving cellular automata, are of particular interest to mathematicians, computer scientists and physicists, as they can serve as models of physical phenomena obeying some conservation law. We propose a new approach to study such cellular automata that works in any dimension and for any set of states . Essentially, the local rule of a cellular automaton is decomposed into two parts: a split function and a perturbation. This decomposition is unique and, moreover, the set of all possible split functions has a very simple structure, while the set of all perturbations forms a linear space and is therefore very easy to describe in terms of a basis. We show how this approach allows to find all number-conserving cellular automata in many cases of and . In particular, we find all three-dimensional number-conserving CAs with three states, which until now was beyond the capabilities of computers.
中文翻译:
保数元胞自动机的分裂扰动分解
本文关注 具有冯·诺依曼(von Neumann)邻域的三维细胞自动机,可保留所有细胞状态的总和。这些自动机称为保数或保密度细胞自动机,数学家,计算机科学家和物理学家特别感兴趣,因为它们可以充当遵守某些守恒定律的物理现象的模型。我们提出了一种研究这种细胞自动机的新方法,该方法可以在任何维度上工作 以及任何状态集 。本质上,元胞自动机的局部规则被分解为两个部分:分裂函数和微扰。这种分解是唯一的,而且所有可能的分裂函数的集合都具有非常简单的结构,而所有扰动的集合都形成了线性空间,因此很容易根据基础进行描述。我们展示了这种方法如何在许多情况下找到所有保数的细胞自动机。 和 。特别是,我们发现具有三个状态的所有三维数量守恒CA,直到现在还超出了计算机的能力。