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The properties of two-state nearest-neighbour cellular automata (CA) that are capable of density classification are discussed. It is shown that these CA actually conserve the total density, rather than merely classifying it. This is also…

comp-gas · 物理学 2007-05-23 N. Sukumar

In this paper a cellular automata model for one-lane traffic flow is presented. A new set of rules is proposed to better capture driver reactions to traffic that are intended to preserve safety on the highway. As a result, drivers behavior…

统计力学 · 物理学 2009-09-29 M. E. Larraga , L. Alvarez-Icaza

A cellular automaton is presented whose governing rule is that the Kolmogorov complexity of a cell's neighborhood may not increase when the cell's present value is substituted for its future value. Using an approximation of this…

信息论 · 计算机科学 2017-10-05 Bar Y. Peled , Vikas K. Mishra , Avishy Y. Carmi

Probabilistic cellular automata describe the dynamics of classical spin models, which, for sufficiently small temperature $T$, can serve as classical memory capable of storing information even in the presence of nonzero external magnetic…

统计力学 · 物理学 2025-09-30 Annie Ray , Raymond Laflamme , Aleksander Kubica

Cellular automata (CA) have been found as an attractive modeling tool for various applications, such as, pattern recognition, image processing, data compression, encryption, and specially for VLSI design & test. For such applications,…

形式语言与自动机理论 · 计算机科学 2013-11-28 Sukanta Das , Biplab K Sikdar

In this paper a model of subscriber telephone network based on the concept of cellular automata is elaborated. Some fractal properties inherent in the model are revealed that vary depending on parameters assigning its operation rules. The…

网络与互联网体系结构 · 计算机科学 2009-10-06 D. V. Lande A. A. Snarskii

We consider the problem of finding response curves for a class of binary two-dimensional cellular automata with $L$-shaped neighbourhood. We show that the dependence of the density of ones after an arbitrary number of iterations, on the…

元胞自动机与格子气 · 物理学 2011-08-09 Henryk Fukś , Andrew Skelton

We define and explore in simulation several rules for the local evolution of generative rules for 1D and 2D cellular automata. Our implementation uses strategies from conceptual blending. We discuss potential applications to modelling…

神经与进化计算 · 计算机科学 2015-02-03 Joseph Corneli , Ewen Maclean

A model for 1D traffic flow is developed, which is discrete in space and time. Like the cellular automaton model by Nagel and Schreckenberg [J. Phys. I France 2, 2221 (1992)], it is simple, fast, and can describe stop-and-go traffic. Due to…

统计力学 · 物理学 2009-10-31 Dirk Helbing , Michael Schreckenberg

We show that cellular automata can classify data by inducing a form of dynamical phase coexistence. We use Monte Carlo methods to search for general two-dimensional deterministic automata that classify images on the basis of activity, the…

神经与进化计算 · 计算机科学 2023-08-02 Stephen Whitelam , Isaac Tamblyn

Traffic models based on cellular automata have high computational efficiency because of their simplicity in describing unrealistic vehicular behavior and the versatility of cellular automata to be implemented on parallel processing. On the…

多智能体系统 · 计算机科学 2013-02-05 Emanuele Rodaro , Öznur Yeldan

Cellular automata (CA) can be viewed as maps in the space of probability measures. Such maps are normally infinitely-dimensional, and in order to facilitate investigations of their properties, especially in the context of applications,…

元胞自动机与格子气 · 物理学 2020-02-21 Henryk Fukś , Francis Kwaku Combert

This paper studies two kinds of simulation between cellular automata: simulations based on factor and simulations based on sub-automaton. We show that these two kinds of simulation behave in two opposite ways with respect to the complexity…

离散数学 · 计算机科学 2010-12-01 Pierre Guillon , Pierre-Etienne Meunier , Guillaume Theyssier

Video games can be used as an excellent test bed for Artificial Intelligence (AI) techniques. They are challenging and non-deterministic, this makes it very difficult to write strong AI players. An example of such a video game is Ms.…

人工智能 · 计算机科学 2013-12-19 Alexander Darer , Peter Lewis

Cellular automata provide models of parallel computation based on cells, whose connectivity is given by an action of a monoid on the cells. At each step in the computation, every cell is decorated with a state that evolves in discrete steps…

计算机科学中的逻辑 · 计算机科学 2025-12-17 Henning Basold , Chase Ford , Lulof Pirée

A cellular automaton with $n$ states may be used for construction of reversible second-order cellular automaton with $n^2$ states. Reversible cellular automata with hidden parameters discussed in this paper are generalization of such…

元胞自动机与格子气 · 物理学 2014-03-25 Alexander Yu. Vlasov

Cellular Automata are discrete--time dynamical systems on a spatially extended discrete space which provide paradigmatic examples of nonlinear phenomena. Their stochastic generalizations, i.e., Probabilistic Cellular Automata, are discrete…

统计力学 · 物理学 2016-07-06 Emilio N. M. Cirillo , Francesca R. Nardi , Cristian Spitoni

Larger than Life cellular automaton (LtL) is a class of cellular automata and is a generalization of the game of Life by extending its neighborhood radius. We have studied the three-dimensional extension of LtL. In this paper, we show a…

元胞自动机与格子气 · 物理学 2018-03-20 Katsunobu Imai , Kyosuke Oroji , Tomohiro Kubota

In this paper we introduce a new quantum computation model, the linear quantum cellular automaton. Well-formedness is an essential property for any quantum computing device since it enables us to define the probability of a configuration in…

数据结构与算法 · 计算机科学 2007-05-23 Christoph Durr , Huong LeThanh , Miklos Santha

Elementary cellular automata (ECA) present iconic examples of complex systems. Though described only by one-dimensional strings of binary cells evolving according to nearest-neighbour update rules, certain ECA rules manifest complex…

量子物理 · 物理学 2024-03-21 Matthew Ho , Andri Pradana , Thomas J. Elliott , Lock Yue Chew , Mile Gu