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Swarm dynamics of a group of mobile autonomous agents

机译:一组移动自主代理的群体动态

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We propose a simple swarm model to study collective behaviour of a group of mobile autonomous agents interacting through a long range attraction and short range repulsion function. It is shown that the individuals (agents) will aggregate and eventually form a cohesive cluster of finite size around the swarm centre in a finite time, and the size depends only on the parameters of the swarm model. Furthermore, it is also shown that all the individuals will converge to equilibrium positions of the swarm model, and thus the configuration of the swarm converges to a constant constellation. Numerical simulations are also worked out to illustrate the analytical results.
机译:我们提出了一个简单的群体模型来研究一组通过远程吸引和短距离排斥功能相互作用的移动自主智能体的集体行为。结果表明,个体(主体)将在有限的时间内聚集并最终在群体中心周围形成一个有限大小的凝聚聚簇,并且大小仅取决于群体模型的参数。此外,还表明,所有个体都将收敛到群体模型的平衡位置,因此,群体的配置收敛到恒定的星座。还进行了数值模拟以说明分析结果。

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