通过复杂的动态网络中的边缘动态来控制节点的集群同步
Lizhi Liu1, Cao Chen2, Zilin Gao2,3
1School of Information Science and Engineering, Hunan Institute of Science and Technology, Yueyang, Hunan, China.
PloS one
|August 3, 2023
概括
本研究介绍了具有动态边缘的复杂动态网络 (CDN) 的新模型,以实现节点集群. 该研究探讨了网络结构和功能之间的联系,使集群同步成为可能.
科学领域:
- 复杂系统科学 复杂系统科学
- 网络动态 网络动态
- 控制理论 控制理论
背景情况:
- 现有的文献缺乏对复杂动态网络 (CDN) 中的合机制的深入研究.
- 了解网络结构和功能之间的关系对于网络行为至关重要.
- 节点和边缘之间的动态合会影响新兴的网络功能.
研究的目的:
- 调查动态边缘的合辅助机制,以便在CDN中出现节点集群现象.
- 探索复杂的动态网络中结构和功能之间的基本关系.
- 为CDN提出一种新型模型,在节点和边缘上都有动态系统.
主要方法:
- 提出了一种新的复杂动态网络模型,在节点和边缘上使用动态系统.
- 合成了与线性和自适应边缘动态集成的反节点控制器.
- 利用动态边缘行为来实现受控节点集群同步.
主要成果:
- 证明适当的动态边缘行为可以导致控制节点的集群同步.
- 通过数值示例验证了拟议的模型和控制方法.
- 建立了动态边缘控制和网络中新兴集群现象之间的联系.
结论:
- 拟议的模型和控制策略有效地实现了复杂的动态网络中的集群同步.
- 动态边缘控制是一种可行的机制,可以促进所需的网络功能,特别是集群.
- 这项工作促进了对大规模动态系统中的结构功能关系的理解.
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