对于具有输入和冲动延迟的冲动系统的可控性及其对多代理网络的应用
Jiayuan Yan1, Bin Hu2, Zhi-Hong Guan3
1School of Artificial Intelligence, Henan University, Zhengzhou, 450046, China.
ISA transactions
|April 13, 2024
概括
这项研究为具有输入和冲动延迟的冲动系统建立了新的可控性条件,这对于理解多代理网络至关重要. 这些发现为系统分析提供了必要和充分的标准.
科学领域:
- 控制理论 控制理论
- 网络化系统 网络化系统
- 动态系统 动态系统
背景情况:
- 冲动系统在各个领域普遍存在,但它们的可控性和延迟仍然具有挑战性.
- 多代理网络需要强大的控制策略,特别是固有的系统延迟.
研究的目的:
- 为具有输入和冲动延迟的冲动系统开发新的,易于验证的可控性条件.
- 应用这些条件来分析具有类似延迟特征的多代理网络的可控性.
主要方法:
- 利用普通微分方程理论在冲动间隔上推导分析解决方案.
- 运用代数和几何矩阵理论,包括格拉米安矩阵,以建立可控制性标准.
- 应用图形理论和矩阵分析来研究多代理网络的可控性.
主要成果:
- 获得了足够完整的可控性标准,揭示了格拉米安矩阵的作用.
- 使用格拉米安矩阵的行矩阵建立了必要和足够的可控性条件.
- 将代数条件转换为几何条件,并确定影响多代理网络可控性的关键因素.
结论:
- 开发的标准为评估延迟冲动系统的可控性提供了一个全面的框架.
- 该研究提供了对复杂的多代理网络与延迟的控制有价值的见解.
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