具有多个结构尺度的网络:重新规范化小组的观点
Anna Poggialini1,2, Pablo Villegas2,3, Miguel A Muñoz3,4
1Dipartimento di Fisica Università "Sapienza, ," Piazzale Aldo Moro, 2, I-00185 Rome, Italy.
Physical review letters
|February 21, 2025
概括
我们使用恒定损失率来定义规模不变网络. 这有助于区分无尺度和尺度不变网络,并确定现实世界的例子,如人类连接体.
科学领域:
- 复杂系统科学 复杂系统科学
- 网络科学 网络科学
- 统计物理学的统计物理.
背景情况:
- 尺度不变是影响复杂系统的基本属性.
- 了解规模不变性对于网络架构和动态至关重要.
- 现有的定义可能无法完全捕捉网络中规模不变的细微差别.
研究的目的:
- 提出一个精确的尺度不变网络的定义.
- 区分无尺度和尺度不变网络特征.
- 识别和编目真正的规模不变网络.
主要方法:
- 使用重新规范化组粗粒度框架.
- 通过跨尺度的恒定损失率来定义尺度不变性.
- 分析网络结构的规模不变性属性.
主要成果:
- 建立了规模不变网络的精确定义.
- 在无规模网络和规模不变网络之间做出了明确的区别.
- 提供了规模不变网络的全面清单,包括人类连接组.
结论:
- 拟议的框架提供了一种严格的方式来识别规模不变网络.
- 人类连接体显示了显著的规模不变特征.
- 这些发现推动了对生物和社会技术系统中规模不变结构的研究.
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