Multiplex Networks
Multiplex Networks
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DOI：
10.1007/978-3-319-03518-5_3
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发表时间：
2014-01-01
期刊：
影响因子：
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通讯作者：
Goh, K. -I.
中科院分区：
文献类型：
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作者：
Lee, Kyu-Min;Kim, Jung Yeol;Goh, K. -I.
典型的复杂系统通过其组成部分之间的多种类型的相互作用来运行。这些多重相互作用或多个网络层的集体功能通常是非加性的，从而对网络结构和动态产生非平凡的影响。为了更好地模拟这种情况，最近应用了多路复用网络的概念，即具有显式多种类型链路的网络。在这篇文章中，我们调查了最近的研究在这个问题上，集中在相关的多重性的概念。本文介绍了多重网络的经验分析和相关多重网络随机图模型的分析结果，并对多重网络的动力学过程作了简要的总结。它表明，一个多重复杂系统确实可以表现出结构和动力学特性，不能单独代表其个别层的属性，建立网络的多重性作为一个重要组成部分，在新的物理学的“网络的网络。"
Typical complex system operates through multiple types of interactions between its constituents. The collective function of these multiple interactions, or multiple network layers, is often non-additive, resulting in nontrivial effects on the network structure and dynamics. To better model such situations, the concept of multiplex network, the network with explicit multiple types of links, has recently been applied. In this contribution, we survey recent studies on this subject, focused on the notion of correlated multiplexity. Empirical multiplex network analysis as well as analytical results on the random graph models of correlated multiplex networks are presented, followed by a brief summary of dynamical processes on multiplex networks. It is illustrated that a multiplex complex system can indeed exhibit structural and dynamical properties that cannot be represented by its individual layer's properties alone, establishing the network multiplexity as an essential ingredient in the new physics of "network of networks."