基于动态拓学的复杂网络的非对称跟踪控制.
Juanxia Zhao1, Yinhe Wang1, Peitao Gao2
1School of Automation, Guangdong University of Technology, Guangzhou, Guangdong, 510006, PR China.
ISA transactions
|March 8, 2024
概括
为复杂动态网络 (CDN) 引入了一种新的跟踪控制方案. 这种方法使得网络节点和链接可以在异面上跟踪所需的目标,优化网络管理.
科学领域:
- 控制系统工程 控制系统工程
- 网络科学 网络科学
- 系统理论系统理论
背景情况:
- 复杂动态网络 (CDN) 在各种领域越来越普遍.
- 需要有效的控制策略来优化CDN性能和管理.
- 现有的方法可能无法充分解决节点和链接的合动态.
研究的目的:
- 为复杂的动态网络提出一个新的跟踪控制方案.
- 为了实现对网络节点和链接的参考目标的非对称跟踪.
- 为通信传输网络 (CTNs) 提供适用于通信传输网络的控制战略.
主要方法:
- CDN是以两个相互合的子系统组成的复合系统为模型:节点和链接.
- 链接权重在链接子系统中被视为状态变量.
- 控制方案包括一个用于节点的设计控制器和一个用于链接的合成合术语.
主要成果:
- 拟议的控制方案保证了节点和链接子系统的非对称跟踪.
- 控制器有效地管理网络的合动态.
- 与现有方法相比,模拟结果表明该方案的有效性.
结论:
- 开发的跟踪控制方案对于复杂的动态网络是有效的.
- 这种方法为CTN中的网络优化管理提供了可行的解决方案.
- 该方法确保网络组件达到所需的目标状态.
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