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A Spectral Approach to Synchronizability of Interdependent Networks

机译:相互依存网络同步性的光谱方法

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摘要

The quality of life in full developed countries depends on the cooperative functioning of different infrastructures. One of the most striking problems is to understand in simple terms to what extent this cooperation can be assured. The complexity science provides a powerful means to analyze the interaction of such critical infrastructures at pure topological level. The application of the paradigm of complexity to the global system resulting from the interdependent infrastructures leads to the concept of "Network of Networks". The present work is devoted to understand emergent (that is collective) synchronization behaviors through the spectral analysis of the laplacian. We provide evidence that, upon increasing the number of links between the different infrastructures, the behavior of the total system experiences a drastic changes in its synchronization modes. When few links are introduced, the synchronization inside the component networks is very fast and the global synchronization takes place mainly at the boundaries; on the other side, when the number of links exceeds a threshold, the bottlenecks for the synchronization process localize mainly inside the component networks.
机译:全发达国家的生活质量取决于不同基础设施的合作功能。最引人注目的问题之一是简单地理解这种合作可以放心的程度。复杂性科学提供了一种强大的方法,可以在纯拓扑层面上分析这些关键基础设施的互动。从相互依存基础架构产生的复杂性范式的复杂性的应用导致“网络网络”的概念。本工作致力于通过Laplacian的光谱分析来了解所紧急(即集体)同步行为。我们提供了证据表明,在增加不同基础架构之间的链接数量时,总系统的行为经历了其同步模式的激烈变化。介绍几个链路时,组件网络内的同步非常快,全局同步主要在边界处发生;在另一方面,当链路的数量超过阈值时,同步过程的瓶颈主要在组件网络内部定位。

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