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Robustness and efficiency in interconnected networks with changes in network assortativity

机译:互连网络的健壮性和效率以及网络分类性的变化

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In this study, the effect of assortativity on the robustness and efficiency of interconnected networks was investigated. This involved constructing a network that possessed the desired degree of assortativity. Additionally, an interconnected network was constructed wherein the assortativity between component networks possessed the desired value. With respect to single networks, the results indicated that a decrease in assortativity provided low hop length, high information diffusion efficiency, and distribution of communication load on edges. The study also revealed that excessive assortativity led to poor network performance. In the study, the assortativity between networks was defined and the following results were demonstrated: assortative connections between networks lowered the average hop length and enhanced information diffusion efficiency, whereas disassortative connections between networks distributed the communication loads of internetwork links and enhanced robustness. Furthermore, it is necessary to carefully adjust assortativity based on the node degree distribution of networks. Finally, the application of the results to the design of robust and efficient information networks was discussed.
机译:在这项研究中,研究了分类性对互连网络的鲁棒性和效率的影响。这涉及构建具有所需分类度的网络。另外,构建了一个互连网络,其中组件网络之间的分类具有所需的值。对于单个网络,结果表明,分类性的降低提供了较低的跃点长度,较高的信息传播效率以及边缘上的通信负载分布。研究还显示,过度的分类会导致网络性能不佳。在研究中,定义了网络之间的分类性,并证明了以下结果:网络之间的分类性连接降低了平均跃点长度并增强了信息传播效率,而网络之间的分类性连接则分散了网络链接的通信负载并增强了鲁棒性。此外,有必要根据网络的节点度分布仔细调整分类性。最后,讨论了将结果应用于健壮高效的信息网络设计的过程。

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