弹性控制系统:多智能体动态系统视角

C. Rieger, K. Moore, T. Baldwin
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引用次数: 58

摘要

“弹性”描述了系统在受到干扰或威胁的情况下如何在可接受的正常水平上运行。在本文中,我们首先考虑关键基础设施系统中固有的相互依赖性,以及弹性如何减轻相关风险,然后定义“弹性”与传统控制工程的区别。然后,我们引入了“代理”和“多代理系统”(MAS)的概念,以考虑关键基础设施控制系统的分布式特性,并说明计算智能在MAS基于事件的动态(管理、协调)和基于时间的动态(执行)中的应用,以管理策略和协调资产。此外,我们考虑了MAS的最优稳定性,并建议将图论扩展到MAS的执行层。最后的讨论概述了如何通过高级控制工程实现关键基础设施的弹性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Resilient control systems: A multi-agent dynamic systems perspective
“Resilience” describes how systems operate at an acceptable level of normalcy despite disturbances or threats. In this paper we first consider the interdependencies inherent in critical infrastructure systems and how resilience mitigates associated risks and then define “resilience” in distinction from convention control engineering. We then introduce the concepts “agent” and “multi-agent systems” (MAS) to consider the distributed nature of critical infrastructure control systems and illustrate the application of computational intelligence to MAS event-based dynamics (management, coordination) and time-based dynamics (execution) to manage policy and coordinate assets. In addition, we consider the optimal stabilization of the MAS and suggest the extension of graph theory to MAS execution layers. The closing discussion provides an overview of how to achieve critical infrastructure resilience through advanced control engineering.
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