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The density classification problem is one of the simplest yet non-trivial computing tasks which seem to be ideally suitable for cellular automata (CA). Unfortunately, there exists no one-dimensional two-state CA which classifies binary…

元胞自动机与格子气 · 物理学 2016-02-18 Henryk Fukś

The density classification problem is the computational problem of finding the majority in a given array of votes in a distributed fashion. It is known that no cellular automaton rule with binary alphabet can solve the density…

元胞自动机与格子气 · 物理学 2016-04-18 Nazim Fatès , Irène Marcovici , Siamak Taati

Suppose each site on a one-dimensional chain with periodic boundary condition may take on any one of the states $0,1,..., n-1$, can you find out the most frequently occurring state using cellular automaton? Here, we prove that while the…

adap-org · 物理学 2015-06-24 H. F. Chau , L. W. Siu , K. K. Yan

Given a (finite) string of zeros and ones, we report a way to determine if the number of ones is less than, greater than, or equal to a prescribed number by applying two sets of cellular automaton rules in succession. Thus, we solve the…

adap-org · 物理学 2009-10-30 H. F. Chau , K. K. Yan , K. Y. Wan , L. W. Siu

The density classification task is a famous problem in the theory of cellular automata. It is unsolvable for deterministic automata, but recently solutions for stochastic cellular automata have been found. One of them is a set of stochastic…

元胞自动机与格子气 · 物理学 2019-07-22 Markus Redeker

We consider the problem of computing a response curve for binary cellular automata -- that is, the curve describing the dependence of the density of ones after many iterations of the rule on the initial density of ones. We demonstrate how…

元胞自动机与格子气 · 物理学 2023-12-18 Henryk Fukś

The rule 184 fuzzy cellular automaton is regarded as a mathematical model of traffic flow because it contains the two fundamental traffic flow models, the rule 184 cellular automaton and the Burgers equation, as special cases. We show that…

斑图形成与孤子 · 物理学 2020-04-14 Kohei Higashi , Junkichi Satsuma , Tetsuji Tokihiro

We consider the problem of computing a response curve for binary cellular automata -- that is, the curve describing the dependence of the density of ones after many iterations of the rule on the initial density of ones. We demonstrate how…

元胞自动机与格子气 · 物理学 2023-12-18 Henryk Fukś , Andrew Skelton

Microscopic modeling of multi-lane traffic is usually done by applying heuristic lane changing rules, and often with unsatisfying results. Recently, a cellular automaton model for two-lane traffic was able to overcome some of these problems…

统计力学 · 物理学 2009-10-30 Kai Nagel , Dietrich E Wolf , Peter Wagner , Patrice Simon

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 investigate number conserving cellular automata with up to five inputs and two states with the goal of comparing their dynamics with diffusion. For this purpose, we introduce the concept of decompression ratio describing expansion of…

元胞自动机与格子气 · 物理学 2023-12-18 Henryk Fukś , Sanchala Abeykoon Mudiyanselage

While binary nearest-neighbour cellar automata (CA) have been studied in detail and from many different angles, the same cannot be said about ternary (three-state) CA rules. We present some results of our explorations of a small subset of…

元胞自动机与格子气 · 物理学 2023-12-18 H. Fukś , R. Procyk

A cellular automaton named Rule 184++C is proposed as a meta-model to investigate the flow of various complex particles. In this model, unlike the granular pipe flow and the traffic flow, not only the free-jam phase transition but also the…

comp-gas · 物理学 2009-10-31 A. Awazu

We present a probabilistic cellular automaton (CA) with two absorbing states which performs classification of binary strings in a non-deterministic sense. In a system evolving under this CA rule, empty sites become occupied with a…

元胞自动机与格子气 · 物理学 2009-11-10 Henryk Fuks

The purpose of the present study is to search one-dimensional Cellular Automata (CA) rules which will solve the density classification task (DCT) perfectly. The mathematical analysis of number conserving functions over binary strings of…

元胞自动机与格子气 · 物理学 2016-07-26 Suryakanta Pal , Sudhakar Sahoo , Birendra Kumar Nayak

This paper presents a novel approach to the description and understanding of two-dimensional binary cellular automata with the Moore neighborhood that preserve the number of active cells. Such dynamical systems are known to successfully…

动力系统 · 数学 2025-12-10 B. Wolnik , D. M. Falkiewicz , W. Bołt , A. Rutkowski , B. De Baets

The global majority problem, often referred to as the Density Classification Task, is a classical benchmark in the context of probing the computational capabilities of automata networks. It poses the simple yet challenging problem of…

离散数学 · 计算机科学 2026-03-23 Pedro Paulo Balbi , Kévin Perrot , Marius Rolland , Eurico Ruivo

The density classification task is to determine which of the symbols appearing in an array has the majority. A cellular automaton solving this task is required to converge to a uniform configuration with the majority symbol at each site. It…

概率论 · 数学 2015-03-30 Siamak Taati

We analyze the steady-state flow as a function of the initial density for a class of deterministic cellular automata rules (``traffic rules'') with periodic boundary conditions [H. Fuks and N. Boccara, Int. J. Mod. Phys. C 9, 1 (1998)]. We…

元胞自动机与格子气 · 物理学 2007-05-23 Janne V. Kujala , Tuomas J. Lukka

There have been several highway traffic models proposed based on cellular automata. The simplest one is elementary cellular automaton rule 184. We extend this model to city traffic with cellular automata coupled at intersections using only…

元胞自动机与格子气 · 物理学 2011-09-06 Carlos Gershenson , David A. Rosenblueth
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