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Mandala Networks: ultra-robust, ultra-small-world and highly sparse graphs

机译:曼达拉网络:超强大,超小世界和高度稀疏   图

摘要

The increasing demands in security and reliability of infrastructures callfor the optimal design of their embedded complex networks topologies. Thefollowing question then arises: what is the optimal layout to fulfill best allthe demands? Here we present a general solution for this problem withscale-free networks, like the Internet and airline networks. Precisely, wedisclose a way to systematically construct networks which are 100$\%$ robustagainst random failures as well as to malicious attacks. Furthermore, as thesizes of these networks increase, their shortest paths become asymptoticallyinvariant and densities of links go to zero, making them ultra-small worlds andhighly sparse, respectively. The first property is ideal for communication andnavigation purposes, while the second is interesting economically.
机译:对基础设施的安全性和可靠性的日益增长的需求要求对其嵌入式复杂网络拓扑进行优化设计。接下来出现以下问题:满足所有需求的最佳布局是什么?在这里,我们为无标度网络(例如Internet和航空公司网络)提出了针对此问题的一般解决方案。准确地讲,我们公开了一种系统地构建对随机故障和恶意攻击具有100%\%$鲁棒性的网络的方法。此外,随着这些网络规模的增加,它们的最短路径变得渐近不变,链接的密度变为零,分别使它们成为超小世界和高度稀疏。对于通讯和导航目的,第一个属性是理想的,而第二个属性在经济上很有趣。

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