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具有非线性动力学和保持连通性的多智能体系统的自适应聚集

daptive rendezvous of multi-agent systems with nonlinear dynamics and preserved network connectivity

中文摘要英文摘要

在只有部分智能体获取虚拟领航者的信息的假设下,本文研究了动态接近网络中具有虚拟领航者的非线性动态多智能体系统的聚集问题.为了避免碰撞,一个有界的保持连通的聚集算法被提了出来.当系统的初始网络连通时,即使只有一个智能体能够获取领航者的信息,本文设计的局部自适应聚集算法也能确保系统中的所有智能体同步到虚拟领航者,而不是需要任何的个体动力学信息.

his paper investigates rendezvous of multi-agent systems with nonlinear dynamics and a virtual leader. A bounded connectivity-preserving rendezvous algorithm is proposed for the multi-agent systems to avoid fragmentation, and it is assumed that only a fraction of agents in the group have access to the information about the position and velocity of the virtual leader. Under the assumption that the initial network is connected, local adaptation strategies for the rendezvous algorithm are introduced that enable all agents to synchronize with the virtual leader even when only one agent is informed, without requiring any knowledge of the agent dynamics.

苏厚胜

自动化基础理论自动化技术、自动化技术设备

分布式控制聚集多智能体系统网络连通性。

istributed control rendezvous multi-agent system network connectivity.

苏厚胜.具有非线性动力学和保持连通性的多智能体系统的自适应聚集[EB/OL].(2014-02-18)[2025-08-18].http://www.paper.edu.cn/releasepaper/content/201402-269.点此复制

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