非对称耦合非相同智能体的多智能体系统的有界共识

Lei Wang, Song-lin Yan, Qing‐Guo Wang
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引用次数: 3

摘要

本文研究了有界意义下不对称耦合的非相同智能体多智能体系统的一致性问题。利用特征值为0对应拉普拉斯矩阵左特征向量的李雅普诺夫函数和一些图论,导出了若干标量不等式形式的全局有界一致的充分条件。通过求解几个低维线性矩阵不等式,设计了分布式共识协议。本文提出的协议设计框架非常简单,守恒性小,不需要假设节点平衡条件,也不需要计算拉普拉斯矩阵的特征值,可有效地用于设计各种加权和有向网络的共识协议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bounded consensus in multi-agent systems of asymmetrically coupled nonidentical agents
This paper investigates consensus problems of multiagent systems with asymmetrically coupled nonidentical agents in the sense of boundedness. By employing a Lyapunov function associated with the left eigenvector of the Laplacian matrix corresponding to eigenvalue zero and some graph theory, we derive a sufficient condition of global bounded consensus in form of several scalar inequalities. A distributed consensus protocol is then designed by solving a few of lower dimensional linear matrix inequalities. The presented framework for designing protocols is quite simple and of small conservation, without assuming the condition of node balance or calculating the eigenvalues of Laplacian matrix, which can be effectively used to design consensus protocols of various weighted and directed networks.
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