文章基本信息

标题：Leadership Hierarchy-based Formation Control via Adaptive Chaotic Pigeon-inspired Optimization
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作者：Jianxia Zhao ; Haibin Duan ; Lin Chen 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2020
卷号：53
期号：2
页码：9348-9353
DOI：10.1016/j.ifacol.2020.12.2391
语种：English
出版社：Elsevier
摘要：AbstractFormation control of multi-agent systems (MASs) is a significant research subject in the field of cooperative control. In this paper, we propose a novel consensus-based formation control approach with minimal resource cost and excellent adaptability for second-order nonlinear multi-agent systems. Specifically, an improved constrained adaptive chaotic pigeon-inspired optimization algorithm (ACPIO) is proposed for tuning parameters, which promotes the automation of controller design and alleviates the workload of conventional designer. Moreover, a variant of pinning control method integrating with hierarchical leadership model of pigeon flocks is introduced, which achieves excellent adaptability and reduces computational complexity simultaneously. Additionally, sufficient conditions are derived for achieving the desired formation pattern based on Lyapunov stability theory and matrix theory. Numerical simulation results demonstrate the feasibility and effectiveness of the proposed method for formation control of second-order nonlinear MASs.
关键词：Keywordsmulti-agent systemsformation controlleadership hierarchypinning controlimproved pigeon-inspired optimization