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We present a stochastic approach to modeling the dynamics of coexistence of prey and predator populations. It is assumed that the space of coexistence is explicitly subdivided in a grid of cells. Each cell can be occupied by only one…

种群与进化 · 定量生物学 2015-06-26 Kelly C. de Carvalho , Tania Tome

Dynamic properties of a one-dimensional probabilistic cellular automaton are studied by monte-carlo simulation near a critical point which marks a second-order phase transition from a active state to a effectively unique absorbing state.…

统计力学 · 物理学 2009-10-30 Pratip Bhattacharyya

We propose and investigate a one-parameter probabilistic mixture of one-dimensional elementary cellular automata under the guise of a model for the dynamics of a single-species unstructured population with nonoverlapping generations in…

统计力学 · 物理学 2018-03-09 J. Ricardo G. Mendonça

We analyze a probabilistic cellular automaton describing the dynamics of coexistence of a predator-prey system. The individuals of each species are localized over the sites of a lattice and the local stochastic updating rules are inspired…

统计力学 · 物理学 2016-08-14 Tânia Tomé , Kelly C de Carvalho

An introduction to cellular automata (both deterministic and probabilistic) with examples. Definition of deterministic automata, dynamical properties, damage spreading and Lyapunov exponents; probabilistic automata and Markov processes,…

统计力学 · 物理学 2007-05-23 Franco Bagnoli

We consider a probabilistic cellular automaton to analyze the stochastic dynamics of a predator-prey system. The local rules are Markovian and are based in the Lotka-Volterra model. The individuals of each species reside on the sites of a…

种群与进化 · 定量生物学 2016-08-14 Kelly C. de Carvalho , Tânia Tomé

We study the phase diagram and the critical behavior of a one-dimensional radius-1 two-state totalistic probabilistic cellular automaton having two absorbing states. This system exhibits a first-order phase transition between the fully…

统计力学 · 物理学 2008-02-03 F. Bagnoli , N. Boccara , P. Palmerini

A cellular automaton model is presented for random walkers with biologically motivated interactions favoring local alignment and leading to collective motion or swarming behavior. The degree of alignment is controlled by a sensitivity…

生物物理 · 物理学 2009-10-30 H. J. Bussemaker , A. Deutsch , E. Geigant

In this paper I describe a cellular automaton model of a multi-species ecosystem, suitable for the study of emergent properties of macroevolution. Unlike majority of ecological models, the number of coexisting species is not fixed. Starting…

种群与进化 · 定量生物学 2009-09-23 Wojciech Borkowski

Bootstrap percolation is a wide class of monotone cellular automata with random initial state. In this work we develop tools for studying in full generality one of the three `universality' classes of bootstrap percolation models in two…

概率论 · 数学 2021-12-07 Ivailo Hartarsky

Many-variable differential equations with random coefficients provide powerful models for the dynamics of many interacting species in ecology. These models are known to exhibit a dynamical phase transition from a phase where population…

统计力学 · 物理学 2025-02-19 Thibaut Arnoulx de Pirey , Guy Bunin

We investigate the percolation properties of a two-state (occupied - empty) cellular automaton, where at each time step a cluster of occupied sites is removed and the same number of randomly chosen empty sites are occupied again. We find a…

统计力学 · 物理学 2009-10-30 Siegfried Clar , Barbara Drossel , Klaus Schenk , Franz Schwabl

We investigate the critical behaviour of a probabilistic mixture of cellular automata (CA) rules 182 and 200 (in Wolfram's enumeration scheme) by mean-field analysis and Monte Carlo simulations. We found that as we switch off one CA and…

统计力学 · 物理学 2011-03-23 J. Ricardo G. Mendonça , Mário J. de Oliveira

We present a probabilistic cellular automaton with two absorbing states, which can be considered a natural extension of the Domany-Kinzel model. Despite its simplicity, it shows a very rich phase diagram, with two second-order and one…

统计力学 · 物理学 2007-05-23 Franco Bagnoli , Nino Boccara , Raul Rechtman

This paper considers a class of probabilistic cellular automata undergoing a phase transition with an absorbing state. Denoting by ${\mathcal{U}}(x)$ the neighbourhood of site $x$, the transition probability is $T(\eta_x = 1 |…

数学物理 · 物理学 2015-05-19 Lorenzo Taggi

We study the class of monotone, two-state, deterministic cellular automata, in which sites are activated (or 'infected') by certain configurations of nearby infected sites. These models have close connections to statistical physics, and…

概率论 · 数学 2022-09-09 Béla Bollobás , Hugo Duminil-Copin , Robert Morris , Paul Smith

We rigorously prove a form of disorder-resistance for a class of one-dimensional cellular automaton rules, including some that arise as boundary dynamics of two-dimensional solidification rules. Specifically, when started from a random…

概率论 · 数学 2015-09-30 Janko Gravner , Alexander E. Holroyd

In this work a three-states cellular automaton proposed to describe part of a biological immune system is revisited. We obtain the dynamic critical exponent $z$ of the model by means of a recent technique that mixes different initial…

统计力学 · 物理学 2007-05-23 Roberto da Silva , Nelson Alves

The critical properties of a simple prey-predator model are revisited. For some values of the control parameters, the model exhibits a line of directed percolation like transitions to a single absorbing state. For other values of the…

统计力学 · 物理学 2009-11-07 Tibor Antal , Michel Droz , Adam Lipowski , Geza Odor

Probabilistic cellular automata are prototypes of non equilibrium critical phenomena. This class of models includes among others the directed percolation problem (Domany Kinzel model) and the dynamical Ising model. The critical properties…

统计力学 · 物理学 2008-02-03 Franco Bagnoli , Paolo Palmerini , Raul Rechtman
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