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A random boolean cellular automaton is a network of boolean gates where the inputs, the boolean function, and the initial state of each gate are chosen randomly. In this article, each gate has two inputs. Let $a$ (respectively $c$) be the…

adap-org · 物理学 2008-02-03 James F. Lynch

A model of cellular metabolism due to S. Kauffman is analyzed. It consists of a network of Boolean gates randomly assembled according to a probability distribution. It is shown that the behavior of the network depends very critically on…

适应与自组织系统 · 物理学 2009-11-07 James F. Lynch

Random boolean cellular automata are investigated, where each gate has two randomly chosen inputs and is randomly assigned a boolean function of its inputs. The effect of non-uniform distributions on the choice of the boolean functions is…

adap-org · 物理学 2008-02-03 James F. Lynch

The research concerns the dynamics of complex autonomous Kauffman networks. The article defines and shows using simulation experiments half-chaotic networks, which exhibit features much more similar to typically modeled systems like a…

适应与自组织系统 · 物理学 2022-01-14 Andrzej Gecow

Random Boolean Network has been used to find out regulation patterns of genes in organism. his approach is very interesting to use in a game such as N Person PD. Here we assume that action is influenced by input in the form of choices of…

无序系统与神经网络 · 物理学 2007-05-23 Hokky Situngkir , Deni Khanafiah

The Kauffman model describes a particularly simple class of random Boolean networks. Despite the simplicity of the model, it exhibits complex behavior and has been suggested as a model for real world network problems. We introduce a novel…

无序系统与神经网络 · 物理学 2007-05-23 B. Samuelsson , C. Troein

There are three main aims of this paper. 1- I explain reasons why I await life to lie significantly deeper in chaos than Kauffman approach does, however still in boundary area near `the edge of chaos and order'. The role of negative…

无序系统与神经网络 · 物理学 2010-12-20 Andrzej Gecow

We consider a model for heterogeneous 'gene regulatory networks' that is a generalization of the model proposed by Chatterjee and Durrett (2011) as an "annealed approximation" of Kauffmann's (1969) random Boolean networks. In this model,…

概率论 · 数学 2013-10-17 Shirshendu Chatterjee

In this work we consider random Boolean networks that provide a general model for genetic regulatory networks. We extend the analysis of James Lynch who was able to proof Kauffman's conjecture that in the ordered phase of random networks,…

元胞自动机与格子气 · 物理学 2007-05-23 Steffen Schober , Martin Bossert

For years, we have been building models of gene regulatory networks, where recent advances in molecular biology shed some light on new structural and dynamical properties of such highly complex systems. In this work, we propose a novel…

适应与自组织系统 · 物理学 2009-09-30 Christian Darabos , Marco Tomassini , Mario Giacobini

Random Boolean networks, the Kauffman model, are revisited by means of a novel decimation algorithm, which reduces the networks to their dynamical cores. The average size of the removed part, the stable core, grows approximately linearly…

统计力学 · 物理学 2009-11-07 S. Bilke , F. Sjunnesson

The critical boundaries separating ordered from chaotic behavior in randomly wired S-state networks are calculated. These networks are a natural generalization of random Boolean nets and are proposed as on extended approach to genetic…

adap-org · 物理学 2007-05-23 Ricard V. Sole , Bartolo Luque , Stuart Kauffman

This is the second paper of a series of two about the structural properties that influence the asymptotic dynamics of Random Boolean Networks. Here we study the functionally independent clusters in which the relevant elements, introduced…

无序系统与神经网络 · 物理学 2009-10-30 U. Bastolla , G. Parisi

We investigate analytically and numerically the critical line in undirected random Boolean networks with arbitrary degree distributions, including scale-free topology of connections $P(k)\sim k^{-\gamma}$. We show that in infinite…

无序系统与神经网络 · 物理学 2013-05-29 Piotr Fronczak , Agata Fronczak , Janusz A. Holyst

We undertake a systematic study of the dynamics of Boolean networks to determine the origin of chaos observed in recent experiments. Networks with nodes consisting of ideal logic gates are known to display either steady states, periodic…

混沌动力学 · 物理学 2015-05-14 Hugo L. D. de S. Cavalcante , Daniel J. Gauthier , Joshua E. S. Socolar , Rui Zhang

The Kauffman model describes a system of randomly connected nodes with dynamics based on Boolean update functions. Though it is a simple model, it exhibits very complex behavior for "critical" parameter values at the boundary between a…

无序系统与神经网络 · 物理学 2007-05-23 Barbara Drossel , Tamara Mihaljev , Florian Greil

We study two types of simple Boolean networks, namely two loops with a cross-link and one loop with an additional internal link. Such networks occur as relevant components of critical K=2 Kauffman networks. We determine mostly analytically…

无序系统与神经网络 · 物理学 2009-11-10 V. Kaufman , B. Drossel

Kauffman net is a dynamical system of logical variables receiving two random inputs and each randomly assigned a boolean function. We show that the attractor and transient lengths exhibit scaleless behavior with power-law distributions over…

凝聚态物理 · 物理学 2007-05-23 Amartya Bhattacharjya , Shoudan Liang

Random Boolean networks, originally invented as models of genetic regulatory networks, are simple models for a broad class of complex systems that show rich dynamical structures. From a biological perspective, the most interesting networks…

无序系统与神经网络 · 物理学 2009-11-07 Joshua E. S. Socolar , Stuart A. Kauffman

We describe systems using Kauffman and similar networks. They are directed funct ioning networks consisting of finite number of nodes with finite number of discr ete states evaluated in synchronous mode of discrete time. In this paper we…

无序系统与神经网络 · 物理学 2009-11-13 Andrzej Gecow
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