Bhattacharya Kunal, Vicsek Tamás
Department of Physics, Birla Institute of Technology and Science, Pilani, Rajasthan 333031, India
Department of Biological Physics, Eötvös University, Pázmány Péter sétány 1A, 1117 Budapest, Hungary.
J R Soc Interface. 2014 Nov 6;11(100):20140674. doi: 10.1098/rsif.2014.0674.
Animals foraging alone are hypothesized to optimize the encounter rates with resources through Lévy walks. However, the issue of how the interactions between multiple foragers influence their search efficiency is still not completely understood. To address this, we consider a model to study the optimal strategy for a group of foragers searching for targets distributed heterogeneously. In our model, foragers move on a square lattice containing immobile but regenerative targets. At any instant, a forager is able to detect only those targets that happen to be in the same site. However, we allow the foragers to have information about the state of other foragers. A forager who has not detected any target walks towards the nearest location, where another forager has detected a target, with a probability exp(-αd), where d is the distance between the foragers and α is a parameter characterizing the propensity of the foragers to aggregate. The model reveals that neither overcrowding (α → 0) nor independent searching (α → ∞) is beneficial for the foragers. For a patchy distribution of targets, the efficiency is maximum for intermediate values of α. In addition, in the limit α → 0, the length of the walks can become scale-free.
据推测,单独觅食的动物会通过 Lévy 行走来优化与资源的相遇率。然而,多个觅食者之间的相互作用如何影响其搜索效率这一问题仍未完全明了。为解决此问题,我们考虑一个模型来研究一群觅食者寻找异质分布目标的最优策略。在我们的模型中,觅食者在一个包含固定但可再生目标的方形晶格上移动。在任何时刻,一个觅食者只能检测到恰好位于同一位置的那些目标。然而,我们允许觅食者了解其他觅食者的状态。一个未检测到任何目标的觅食者以概率 exp(-αd) 朝着最近的位置移动,在该位置另一个觅食者检测到了目标,其中 d 是觅食者之间的距离,α 是表征觅食者聚集倾向的参数。该模型表明,过度拥挤(α → 0)和独立搜索(α → ∞)对觅食者都不利。对于目标的斑块状分布,α 的中间值时效率最高。此外,在 α → 0 的极限情况下,行走的长度可能会变得无标度。