非封闭有界域的合作寻优

Yahong Xing, Gangqi Dong, Zhiqiang Ma, Panfeng Huang
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引用次数: 0

摘要

研究了有界域上具有多个出口和障碍物的多智能体追逃博弈问题。首先,对问题进行建模,并对规避器的控制策略进行假设。然后,基于Voronoi划分和势场梯度,提出了一种非封闭有界域内n个追赶者/ m个躲避者的追赶策略,将追赶者划分为守门员、前锋和防守者三个自主可切换的类别。该策略是一种低维算法,可以大大降低计算成本。最后,通过数值算例验证了该方法的可行性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cooperative Pursuit in a Non-closed Bounded Domain
This paper considers a multi-agent pursuit-evasion game in a bounded domain with multiple exits and obstacles. First, the problem modeling is performed, and the control strategy of the evaders is assumed. Then, based on Voronoi partition and potential field gradient, a pursuit strategy for N-pursuer/M-evader in the non-closed bounded domain is proposed, where the pursuers are classified into three autonomous switchable categories: the goalkeeper, the striker and the defender. The proposed strategy is a low-dimensional algorithm, which can greatly reduce computational costs. Finally, the feasibility and effectiveness are demonstrated by numerical case studies.
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