在有损坏的网络上对随机运输的抗脆弱性
L K Eraso-Hernandez1, A P Riascos2
1Instituto de Física, <a href="https://ror.org/01tmp8f25">Universidad Nacional Autónoma de México</a>, Ciudad Universitaria, Mexico City 04510, Mexico.
Physical review. E
|November 20, 2024
概括
这项研究表明,在模块化网络中出现了反脆弱性,在模块化网络中,局部损坏可以提高全球运输能力. 在受损的社区结构网络上的随机步行者显示出更好的随机运输,证明了系统级的弹性.
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 统计物理
背景情况:
- 抗脆弱性描述的是从压力因素中受益的系统.
- 随机步行者被用来模拟网络上的运输现象.
- 网络模块化,或社区结构,影响系统动态.
研究的目的:
- 研究模块化网络上的随机步行者运动中抗脆弱性的出现.
- 了解链路损坏如何影响这些系统的全球运输能力.
- 识别复杂网络中抗脆弱反应的机制.
主要方法:
- 在具有模块化结构的网络上模拟随机步行者.
- 在网络链接中引入随机的,累积的损坏.
- 分析局部损害对全球运输效率的影响.
主要成果:
- 在高度模块化的网络中局部损坏会引起全球的反脆弱反应.
- 观察到更好的随机运输能力,促进节点的可访问性.
- 作为对损坏的建设性反应,系统的性能得到了增强.
结论:
- 在模块化网络中,通过局部损伤可以出现抗脆弱性.
- 这种现象提高了随机运输系统的效率.
- 研究结果提供了对各种复杂系统中的反脆弱机制的见解.
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