基础设施网络的稳定性,在极端的地理局部攻击下连续发生过载故障
Yuan Liang1, Mingze Qi1, Peng Chen1
1College of Science, National University of Defense Technology, Changsha, Hunan 410073, People's Republic of China.
Chaos (Woodbury, N.Y.)
|July 9, 2025
概括
本研究通过分析极端地理局部攻击 (EGLA) 来提高基础设施网络安全. 它引入了一种新的方法来识别攻击位置,并提高网络针对级联故障的稳定性.
科学领域:
- 网络科学 网络科学
- 基础设施 系统工程 系统工程
- 抗灾能力 抗灾能力 抗灾能力
背景情况:
- 基础设施网络容易受到地理局部攻击的攻击,导致级联故障.
- 现有的稳定性分析往往忽略了初始攻击后的级联过载故障.
- 了解在极端地理局部攻击 (EGLA) 下的网络行为对于安全至关重要.
研究的目的:
- 开发一种强大的方法来分析EGLA下的空间网络弹性,并将级联失效纳入其中.
- 比传统方法更准确地识别关键攻击位置.
- 提出提高基础设施网络稳固性的战略.
主要方法:
- 开发了一种战略,通过在攻击区域内最大限度地提高节点重要性来识别EGLA位置.
- 提出了一个自适应模拟回火算法来解决EGLA位置问题.
- 在合成和现实世界的网络上进行了实验,以验证该战略.
主要成果:
- 拟议的战略准确地确定了EGLA地点,优于传统方法.
- 网络链路长度分布显著影响节点间距和整体网络稳定性.
- 该研究量化了级联故障对EGLA网络性能的影响.
结论:
- 同时考虑初始故障和级联超载,可以更现实地评估网络稳定性.
- 链路长度分布是网络弹性的一个关键因素,提供了改进目标.
- 随机添加远程边缘是一种可行的策略,可以增强现实世界的基础设施网络的稳定性.
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