核化现象和空间k-core系统的极端脆弱性
Leyang Xue1,2,3, Shengling Gao3,4, Lazaros K Gallos5
1International Academic Center of Complex Systems, Beijing Normal University, Zhuhai, 519087, China.
Nature communications
|July 11, 2024
概括
空间嵌入式网络中的K核心透显示连接长度控制过渡类型. 转移稳定阶段允许局部损伤引发全系统崩,类似于核化.
科学领域:
- 复杂的网络是一个复杂的网络.
- 统计物理学的统计物理.
- 网络科学 网络科学
背景情况:
- 在复杂网络中,K核透是关键的动态过程.
- 之前对随机网络的研究揭示了混合顺序的过渡.
- 现实世界的网络是空间嵌入的,而不是随机的.
研究的目的:
- 在二维空间嵌入网络上调查k-core的透.
- 确定连接长度对过渡类型的影响.
- 探索不同阶段过渡中的现象.
主要方法:
- 对k-核心透动态的分析.
- 基于二维空间嵌入式网络结构的建模.
- 阶段过渡和关键现象的表征.
主要成果:
- 连接长度决定了过渡类型,与随机网络不同.
- 发现了四种不同的相位过渡类型和丰富的相位图.
- 确定了局部损伤导致宏观崩的转移稳定阶段.
结论:
- 空间嵌入从根本上改变了k-核心透动态.
- 连接长度是控制网络稳定的关键参数.
- 转移稳定阶段表现出类似于核化的行为,这对网络弹性有影响.
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