关于对更高层次网络进行强有力的控制的研究
Fuxiang Ma1, Wenqian Yu1,2, Xiujuan Ma3,4
1College of Computer Science, Qinghai Normal University, Qinghai, 810000, China.
Scientific reports
|February 27, 2025
概括
这项研究探讨了复杂相互作用的高阶网络. 研究结果显示,更大的网络和受控的简单重量增强了对攻击的稳定性,这对于弹性系统至关重要.
科学领域:
- 网络科学 网络科学
- 复杂系统分析 复杂系统分析
- 信息技术 信息技术 信息技术
背景情况:
- 传统网络与多维交互作斗争.
- 高级网络提供了一个更合适的框架.
- 网络稳定性对于系统弹性至关重要.
研究的目的:
- 研究方法来提高更高阶网络的稳定性.
- 分析网络结构和参数对弹性的影响.
主要方法:
- 使用简单结构构建两个高阶网络.
- 建议一个容量负载模型来评估强度.
- 在两个不同的攻击策略下进行模拟分析.
主要成果:
- 网络稳定性与更高层次的网络大小正相关.
- 2-simplexes的数量和相互作用权重系数显著影响了强度.
- 较大的网络表现出更强的抗击能力.
结论:
- 高级网络的稳定性可以通过增加网络大小来提高.
- 调整1-simplex和2-simplex相互作用的权重系数是提高强度的可行策略.
- 通过合成和现实世界网络数据验证的结果.
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