具有定制聚类系数的随机阿波罗网络

Eduardo M. K. Souza, Guilherme M. A. Almeida
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引用次数: 0

摘要

我们介绍了一种复杂网络族,它通过随机删除节点,在阿波罗网络和最近在[Phys. Rev. E\textbf{107}, 024305 (2023)]中介绍的其二进制版本之间进行插值。稀释过程允许聚类系数从$C=0.828$变化到$C=0$,同时保持了确定性阿波罗网络中的平均路径长度和其他相关量的行为。我们还报告了节点随机删除对光谱量的稳健性,如基态定位度及其到第一激发态的能隙。我们的发现揭示了阿波罗网络的小世界特性和其他独特特征之间的相互作用,以及它们对随机攻击的抵御能力。
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Random Apollonian networks with tailored clustering coefficient
We introduce a family of complex networks that interpolates between the Apollonian network and its binary version, recently introduced in [Phys. Rev. E \textbf{107}, 024305 (2023)], via random removal of nodes. The dilution process allows the clustering coefficient to vary from $C=0.828$ to $C=0$ while maintaining the behavior of average path length and other relevant quantities as in the deterministic Apollonian network. Robustness against the random deletion of nodes is also reported on spectral quantities such as the ground-state localization degree and its energy gap to the first excited state. The loss of the $2\pi / 3$ rotation symmetry as a tree-like network emerges is investigated in the light of the hub wavefunction amplitude. Our findings expose the interplay between the small-world property and other distinctive traits exhibited by Apollonian networks, as well as their resilience against random attacks.
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