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Efficient or Inaccurate? Analytical and Numerical Modelling of Random Search Strategies

机译:效率高还是不准确?随机搜索策略的分析和数值建模

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摘要

A large number of observational and theoretical studies have investigated animal movement strategies for finding randomly located food items. Many of these studies have claimed that a particular strategy is advantageous over other strategies or that the spatial distribution of the food items affects the search efficiency. Here, we study a deliberately idealised problem, in which a blind forager searches for re-visitable food items. We show analytically that the forager’s efficiency is completely independent of both its movement strategy and the spatial pattern of the food items and depends only on the density of food in the environment. However, in some cases, apparent optima in search strategies can arise as artefacts of inappropriate and inaccurate numerical simulations. We discuss modifications to the idealised foraging problem that can confer an advantage on certain strategies, including when the forager has some memory or knowledge of the environment; when the food items are non-revisitable; and when the problem is viewed in an evolutionary context.
机译:大量的观察和理论研究已经对动物运动策略进行了研究,以发现随机放置的食物。这些研究中的许多声称特定的策略优于其他策略,或者食物的空间分布会影响搜索效率。在这里,我们研究了一个故意理想化的问题,其中盲目的觅食者寻找可重新访问的食品。我们通过分析表明,觅食者的效率完全独立于其运动策略和食物空间格局,并且仅取决于环境中食物的密度。但是,在某些情况下,由于不适当且不准确的数值模拟的伪像,搜索策略中可能出现明显的最佳状态。我们讨论了对理想觅食问题的修改,这些修改可以赋予某些策略以优势,包括当觅食者对环境有一定的记忆或了解时;当食品不可修改时;以及从进化的角度看待问题。

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