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Two cellular automata models with directed mass flow and internal time scales are studied by numerical simulations. Relaxation rules are a combination of probabilistic critical height (probability of toppling $p$) and deterministic critical…

统计力学 · 物理学 2009-10-31 Bosiljka Tadic

The Drossel-Schwabl Forest Fire Model is one of the best studied models of non-conservative self-organised criticality. However, using a new algorithm, which allows us to study the model on large statistical and spatial scales, it has been…

统计力学 · 物理学 2007-05-23 Gunnar Pruessner , Henrik Jeldtoft Jensen

We address the problem of parameter estimation in models of systems biology from noisy observations. The models we consider are characterized by simultaneous deterministic nonlinear differential equations whose parameters are either taken…

机器学习 · 统计学 2017-05-01 Xin Liu , Mahesan Niranjan

Cellular automata are often used to model systems in physics, social sciences, biology that are inherently asynchronous. Over the past 20 years, studies have demonstrated that the behavior of cellular automata drastically changed under…

离散数学 · 计算机科学 2007-06-19 Damien Regnault , Nicolas Schabanel , Éric Thierry

We establish a connection between percolation on the Cayley graphs of a group and the dynamical diversity of cellular automata on that group. Specifically, we demonstrate that Gilman's dichotomy between equicontinuity and sensitivity with…

动力系统 · 数学 2024-11-15 Sebastián Barbieri , Felipe García-Ramos , Siamak Taati

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

We demonstrate that a local mapping f in a space of bisequences over {0,1} which conserves the number of nonzero sites can be viewed as a deterministic particle system evolving according to a local mapping in a space of increasing…

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

The phase diagram of the coupled sine circle map lattice shows spatio-temporal intermittency of two distinct types: spatio-temporal intermittency of the directed percolation (DP) class, and spatial intermittency which does not belong to…

混沌动力学 · 物理学 2007-07-06 Zahera Jabeen , Neelima Gupte

Classical Cellular Automata (CCAs) are a powerful computational framework widely used to model complex systems driven by local interactions. Their simplicity lies in the use of a finite set of states and a uniform local rule, yet this…

元胞自动机与格子气 · 物理学 2025-03-20 Enrico Formenti , Faizal Hafiz , Amelia Kunze , Davide La Torre

In this chapter of the e-book "Self-Organized Criticality Systems" we summarize some theoretical approaches to self-organized criticality (SOC) phenomena that involve percolation as an essential key ingredient. Scaling arguments, random…

混沌动力学 · 物理学 2012-07-24 Alexander V. Milovanov

We consider the problem of estimating the parameters of a vehicle dynamics model for predictive control in driving applications. Instead of solely using the instantaneous parameters estimated from the vehicle signals, we combine this with…

系统与控制 · 电气工程与系统科学 2025-11-17 Marcus Greiff , Ray Zhang , Takeru Shirasawa , John Subosits

This paper studies a stylized model of local interaction where agents choose from an ever increasing set of vertically ranked actions, e.g. technologies. The driving forces of the model are infrequent upward shifts (``updates''), followed…

统计力学 · 物理学 2007-05-23 A. Arenas , A. Diaz-Guilera , C. J. Perez , F. Vega-Redondo

Cellular automata (CA) models are widely used to simulate complex systems with emergent behaviors, but identifying hidden parameters that govern their dynamics remains a significant challenge. This study explores the use of Convolutional…

机器学习 · 计算机科学 2025-03-05 Valery Ashu , Zhisong Liu , Heikki Haario , Andreas Rupp

We study probabilistic cellular automata (PCA) and quantum cellular automata (QCA) as frameworks for solving the Maximum Independent Set (MIS) problem. We first introduce a synchronous PCA whose dynamics drives the system toward the…

量子物理 · 物理学 2025-12-09 Federico Dell'Anna , Matteo Grotti , Vito Giardinelli

Slowly driven dissipative systems may evolve to a critical state where long periods of apparent equilibrium are punctuated by intermittent avalanches of activity. We present a self-organized critical model of punctuated equilibrium behavior…

凝聚态物理 · 物理学 2009-10-28 Stefan Boettcher , Maya Paczuski

We study a directed coupled map lattice model in two dimensions, with two degrees of freedom associated with each lattice site. The two freedoms are coupled at a fraction $c$ of lattice bonds acting as quenched random defects. In the case…

凝聚态物理 · 物理学 2009-10-28 Bosiljka Tadic , Ramakrishna Ramaswamy

We demonstrate that the concept of a conservation law can be naturally extended from deterministic to probabilistic cellular automata (PCA) rules. The local function for conservative PCA must satisfy conditions analogous to conservation…

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

A punctuated equilibrium model of biological evolution with relative fitness between different species being the fundamental driving force of evolution is introduced. Mutation is modeled as a fitness updating cellular automaton process…

凝聚态物理 · 物理学 2015-06-25 H. F. Chau , L. Mak , P. K. Kwok

Generalized power asymptotic expansions of solutions to differential equations that depend on parameters are investigated. The changing nature of these expansions as the parameters of the model cross critical values is discussed. An…

经典分析与常微分方程 · 数学 2007-05-23 Alejandro S. Jakubi

The self-organized Monte Carlo simulations of 2D Ising ferromagnet on the square lattice are performed. The essence of devised simulation method is the artificial dynamics consisting of the single-spin-flip algorithm of Metropolis…

计算物理 · 物理学 2009-11-10 Denis Horvath , Martin Gmitra
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