网络攻击下多智能体的容错控制模式应用研究

Application research on fault-tolerant control mode of multi-agent under network attack

随着人工智能和自主系统的快速发展,对网络攻击下的容错控制模式的需求越来越迫切。目前多智能体系统的网络攻击方法和手段日益复杂和隐蔽,传统的容错控制模式难以有效应对。为此,本文设计了基于状态误差反馈的分布式控制模式,并利用最优控制理论中的Riccati方程求解方法实现最小化系统的性能指标,使其不仅能提高多智能体系统的安全性和可靠性,还能为其他相关领域的研究和应用提供参考和借鉴。

With the rapid development of artificial intelligence and autonomous systems,the need for fault-tolerant control mode under network attacks is becoming more and more urgent.At present,the network attack methods and means of multi-agent system are increasingly complex and covert,and the traditional fault-tolerant control mode is difficult to deal with effectively.Therefore,this paper designs a distributed control mode based on state error feedback,and uses the Riccati equation solving method in the optimal control theory to minimize the performance index of the system,so that it can not only improve the security and reliability of the multi-agent system,but also provide reference for other related fields of research and application.