约束多智能体协调中的共识问题综述

Qingling Wang, Huijun Gao, F. Alsaadi, T. Hayat
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引用次数: 58

摘要

近年来,多智能体协调在理论研究方面取得了长足的发展,同时,多智能体协调系统在包括共识在内的各个领域的实际应用也得到了越来越多的关注。本文综述了约束多智能体协调共识问题的最新研究进展。我们首先关注多智能体系统的理论方向,特别是从系统动力学和控制算法的角度。在此基础上,提出了近年来备受关注的约束多智能体协调问题。针对这些问题,我们总结了近年来文献中关于约束多智能体协调共识方案的一些研究成果。最后,对已有的研究成果进行总结,并对约束多智能体协调共识问题的实践方向进行了评述。
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An overview of consensus problems in constrained multi-agent coordination
In recent years, multi-agent coordination has gained significant development in theoretical research in parallel with the increasing attention in the practical applications of such systems in various areas including consensus. This paper presents a survey of recent research in consensus problems for constrained multi-agent coordination. We first focus on theoretical directions of multi-agent systems paying particular attention from the system dynamics and control algorithms perspective. Then we present several problems on constrained multi-agent coordination via consensus schemes which have gained significant attention recently. Relevant to these problems, we summarize some of the recent results on constrained multi-agent coordination via consensus schemes which appeared in the literature. Finally, this paper is concluded with existing results and some remarks on the practical direction of consensus problems developed for constrained multi-agent coordination.
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