论文标题
自适应运动策略可以促进岩纸剪辑模型中的生物多样性
Adaptive movement strategy may promote biodiversity in the rock-paper-scissors model
论文作者
论文摘要
我们研究了自适应运动策略在促进生物多样性中的作用在由岩纸剪辑器游戏规则描述的循环模型中。我们假设一个物种中的一个人可以调整其运动以逃避敌对地区并在舒适区中停留更长的时间。运行一系列随机模拟,我们计算了场景中空间模式和人口密度的变化,在这些情况下,并非所有生物在身体上或认知上都采取了行为策略的条件。尽管自适应运动策略在该物种的领土优势方面没有盈利,但它可能会促进生物多样性。我们的发现表明,如果所有个人都倾向于适应性地移动,则中间机动性的共存概率会增加。结果还表明,即使并非所有人都能对从附近收到的信号做出反应,生物多样性仍然受益,但移动性范围更短。我们发现,如果有机体强烈调整其运动并可以从更长的距离接收感官信息,则共存条件的改善会更加突出。我们还发现,如果参与该策略的个人比例较低,则略有促进生物多样性。我们的结果可能对生物学家和数据科学家了解系统生物学中的适应过程学习可能有所帮助。
We study the role of the adaptive movement strategy in promoting biodiversity in cyclic models described by the rock-paper-scissors game rules. We assume that individuals of one out of the species may adjust their movement to escape hostile regions and stay longer in their comfort zones. Running a series of stochastic simulations, we calculate the alterations in the spatial patterns and population densities in scenarios where not all organisms are physically or cognitively conditioned to perform the behavioural strategy. Although the adaptive movement strategy is not profitable in terms of territorial dominance for the species, it may promote biodiversity. Our findings show that if all individuals are apt to move adaptively, coexistence probability increases for intermediary mobility. The outcomes also show that even if not all individuals can react to the signals received from the neighbourhood, biodiversity is still benefited, but for a shorter mobility range. We find that the improvement in the coexistence conditions is more accentuated if organisms adjust their movement intensely and can receive sensory information from longer distances. We also discover that biodiversity is slightly promoted for high mobility if the proportion of individuals participating in the strategy is low. Our results may be helpful for biologists and data scientists to understand adaptive process learning in system biology.