为具有固定和自适应合强度的复杂延迟网络设计一个强大的基于同步的拓观察器
Yanqin Sun1,2,3, Huaiyu Wu1,3, Zhihuan Chen1,3
1School of Information Science and Engineering, Wuhan University of Science and Technology, Wuhan 430081, China.
Entropy (Basel, Switzerland)
|June 26, 2024
概括
这项研究引入了一个强大的拓观察器 (STO) 来识别复杂的网络结构,即使有隐藏或不确定的信息. 对于各种网络类型和合强度,STO方法有效地工作,性能优于现有的方法.
科学领域:
- 复杂的网络是一个复杂的网络.
- 网络动态 网络动态
- 系统工程是系统工程.
背景情况:
- 网络拓学显著影响网络行为和特征.
- 在复杂的系统中,网络拓通常是隐藏的或不确定的,这给分析带来了挑战.
- 准确的拓识别对于理解和控制网络动态至关重要.
研究的目的:
- 为识别复杂延迟网络 (TICDNs) 提出一种基于稳健同步的新型拓观察器 (STO).
- 开发一种不需要先前了解拓参数或严格的拓类型限制的方法.
- 创建一个适用于固定和自适应合强度的网络的多功能观察器.
主要方法:
- 基于同步的拓观察器 (STO) 的开发.
- 将STO应用于复杂的延迟网络 (TICDN).
- 通过对现有方法进行比较分析进行验证.
主要成果:
- 拟议的STO成功地在复杂的延迟网络中识别了网络拓.
- 该方法在不需要先前的参数范围知识或强加拓类型限制的情况下证明了稳定性.
- 对于固定和自适应合强度的网络,STO是有效的.
- 实验结果证实,与其他技术相比,STO的可行性和效率更高.
结论:
- 基于强大的同步拓观察器 (STO) 提供了一个有效的解决方案,用于识别复杂的延迟网络中的拓.
- STO对各种网络条件的适应性及其卓越的性能突显了其重要性.
- 这项工作通过提供更普遍,更有效的拓识别工具,推进了网络分析和控制领域.
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