稳定性作为相互作用网络的自然选择机制

IF 1.2 Q3 PHYSICS, MULTIDISCIPLINARY

Papers in Physics Pub Date : 2010-07-17 DOI:10.4279/PIP.020005

J. I. Perotti, O. Billoni, F. Tamarit, S. Cannas

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引用次数: 1

摘要

从细胞到生态水平，相互作用的生物网络在广泛的尺度上表现出相似的拓扑特性，表明存在共同的进化起源。最近提出了一种基于全局稳定性的一般进化机制[J] Perotti, et al.， Phys。[j].科学通报，2009(1)。这种机制被纳入到一个不断增长的相互作用的代理网络模型中，其中每个新代理在网络中的成员资格取决于代理对网络全局稳定性的影响。在这项工作中，我们分析了表征新兴网络拓扑结构的不同数量，如全局连通性、聚类和平均最近邻度，表明它们再现了在几个生物系统中经常观察到的缩放行为。分析了稳定性选择机制对网络动力学的影响，以及一些拓扑特征和功能特征之间的相互作用。收稿日期:2010年7月17日;录用日期:2010年9月27日;编辑:d.h. Zanette;审评人:V. M. Eguiluz, institute of Fisica interdisciplinary Sist。西班牙马略卡岛帕尔马的Complejos;DOI: 10.4279 / PIP.020005

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Stability as a natural selection mechanism on interacting networks

Biological networks of interacting agents exhibit similar topological properties for a wide range of scales, from cellular to ecological levels, suggesting the existence of a common evolutionary origin. A general evolutionary mechanism based on global stability has been proposed recently [J I Perotti, et al., Phys. Rev. Lett. 103, 108701 (2009)]. This mechanism was incorporated into a model of a growing network of interacting agents in which each new agent's membership in the network is determined by the agent's effect on the network's global stability. In this work, we analyze different quantities that characterize the topology of the emerging networks, such as global connectivity, clustering and average nearest neighbors degree, showing that they reproduce scaling behaviors frequently observed in several biological systems. The influence of the stability selection mechanism on the dynamics associated to the resulting network, as well as the interplay between some topological and functional features are also analyzed. Received: 17 July 2010; Accepted: 27 September 2010; Edited by: D. H. Zanette; Reviewed by: V. M. Eguiluz, Inst. Fisica Interdisciplinar y Sist. Complejos, Palma de Mallorca, Spain; DOI: 10.4279/PIP.020005

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来源期刊

Papers in Physics PHYSICS, MULTIDISCIPLINARY-

CiteScore

1.90

自引率

0.00%

发文量

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