论文标题
新兴的羊群的策略
Emergent Strategies for Shepherding a Flock
论文作者
论文摘要
我们研究牧羊人应该如何有效地将羊群朝目标群。我们使用基于代理的(ABM)和羊群的粗粒(ODE)模型,为牧羊人的最佳策略做出了姿势,以保持羊群的凝聚力并将其朝向目标。自然出现的三种不同的策略是缩放的牛群尺寸{and}缩放的牧羊人速度:( i)召集,牧羊人绕着牛群确保紧凑,(ii)拖曳,牧羊人在驱动着群的方向上,在驱动着众多的方向上,在遍布周围的情况下,在周围驱动了一阵摇滚,并在周围驾驶。牛群的大小,形状和位置的最小动力学模型捕获了ABM的有效行为,并进一步使我们可以根据文化(召集),振荡(droving)或稳定移动(驱动)的牧羊人的行为来表征不同的牧羊人的行为。
We investigate how a shepherd should move to effectively herd a flock towards a target. Using an agent-based (ABM) and a coarse-grained (ODE) model for the flock, we pose and solve for the optimal strategy of a shepherd that must keep the flock cohesive and coerce it towards a target. Three distinct strategies emerge naturally as a function of the scaled herd size {and} the scaled shepherd speed: (i) mustering, where the shepherd circles the herd to ensure compactness, (ii) droving, where the shepherd chases the herd in a desired direction while sweeping back and forth, and (iii) driving, where the flock surrounds a shepherd that drives it from within. A minimal dynamical model for the size, shape, and position of the herd captures the effective behavior of the ABM and further allows us to characterize the different herding strategies in terms of the behavior of the shepherd that librates (mustering), oscillates (droving), or moves steadily (driving).