超边缘重叠推动了具有更高阶相互作用的系统的同步性
Santiago Lamata-Otín1,2, Federico Malizia3, Vito Latora4,5,6
1University of Zaragoza, Department of Condensed Matter Physics, 50009 Zaragoza, Spain.
Physical review. E
|April 18, 2025
概括
动态系统中的高阶相互作用对于集体行为至关重要. 这项研究引入了一个超边缘重叠矩阵,揭示了显著的重叠阻碍了同步,特别是在更高阶系统中.
科学领域:
- 复杂的系统复杂的系统.
- 网络科学 网络科学
- 非线性动力学是一种非线性动力学.
背景情况:
- 结合动态系统中的集体行为受到交互结构的影响.
- 涉及两个以上节点的高阶交互在各种系统中越来越被认可.
- 了解这些相互作用的微观组织是预测系统动态的关键.
研究的目的:
- 引入一个研究互动结构对动态过程影响的框架.
- 开发一个超边界重叠矩阵来量化更高阶相互作用的微观组织.
- 分析顺序内和顺序间的超边缘重叠对同步的不同影响.
主要方法:
- 开发一个超边界重叠矩阵.
- 对跨顺序超边缘重叠的非诊断元素的分析.
- 对于内序超边界重叠的对角元素的分析.
- 研究这些重叠对合混沌振荡器同步稳定性的影响.
主要成果:
- 顺序内和顺序间超边界重叠的大值会对同步稳定性产生负面影响.
- 超边界重叠效应的重要性随着相互作用的顺序而增加.
- 顺序内重叠通过创建断开连接的超边缘集来阻碍同步.
- 顺序间的重叠通过增加不同轨迹之间的共享节点来阻碍同步.
结论:
- 高阶相互作用的微观组织,通过超边缘重叠量化,显著影响同步.
- 不同的机制解释了如何内部顺序和内部顺序的重叠破坏了同步.
- 该框架提供了对网络拓在复杂系统动态中的作用的见解.
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