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从最优觅食的束缚中解放 Lévy 游走研究

Liberating Lévy walk research from the shackles of optimal foraging.

机构信息

Rothamsted Research, Harpenden, Hertfordshire, AL5 2JQ, UK.

出版信息

Phys Life Rev. 2015 Sep;14:59-83. doi: 10.1016/j.plrev.2015.03.002. Epub 2015 Mar 20.

DOI:10.1016/j.plrev.2015.03.002
PMID:25835600
Abstract

There is now compelling evidence that many organisms have movement patterns that can be described as Lévy walks, or Lévy flights. Lévy movement patterns have been identified in cells, microorganisms, molluscs, insects, reptiles, fish, birds and even human hunter-gatherers. Most research into Lévy walks as models of organism movement patterns has been shaped by the 'Lévy flight foraging hypothesis'. This states that, since Lévy walks can optimize search efficiencies, natural selection should lead to adaptations that select  for Lévy walk foraging. However, a growing body of research on generative mechanisms suggests that Lévy walks can arise freely as by-products of otherwise innocuous behaviours; consequently their advantageous properties are purely coincidental. This suggests that the Lévy flight foraging hypothesis should be amended, or even replaced, by a simpler and more general hypothesis. This new hypothesis would state that 'Lévy walks emerge spontaneously and naturally from innate behaviours and innocuous responses to the environment but, if advantageous, then there could be selection against losing them'. The new hypothesis has the virtue of making fewer assumptions and being broader than the original hypothesis; it also encompasses the many examples of suboptimal Lévy patterns that challenge the prevailing paradigm. This does not detract from the Lévy flight foraging hypothesis, in fact, it adds to the theory by providing a stronger and more compelling case for the occurrence of Lévy walks. It dispenses with concerns about the theoretical arguments in support of the Lévy flight foraging hypothesis and so may lead to a wider acceptance of Lévy walks as models of movement pattern data. Furthermore, organisms can approximate Lévy walks by adapting intrinsic behaviour in simple ways; this occurs when Lévy movement patterns are advantageous, but come with an associated cost. These new developments represent a major change in perspective and provide the broadest picture yet of Lévy movement patterns. However, the process of understanding and identifying Lévy movement patterns still has a long way to go, and further reinterpretations and shifts in understanding will occur. In conclusion, Lévy walk research remains exciting precisely because so much remains to be understood, and because, even relatively small studies, are interesting discoveries in their own right.

摘要

现在有确凿的证据表明,许多生物体的运动模式可以被描述为 Lévy 行走或 Lévy 飞行。Lévy 运动模式已在细胞、微生物、软体动物、昆虫、爬行动物、鱼类、鸟类甚至人类狩猎采集者中被发现。大多数关于生物体运动模式的 Lévy 行走模型的研究都受到了“Lévy 飞行觅食假说”的影响。该假说指出,由于 Lévy 行走可以优化搜索效率,自然选择应该导致适应 Lévy 行走觅食的进化。然而,越来越多的关于生成机制的研究表明,Lévy 行走可以作为其他无害行为的副产品自由出现;因此,它们的有利特性纯粹是偶然的。这表明 Lévy 飞行觅食假说应该被修正,甚至被一个更简单、更通用的假说所取代。这个新假说将指出,“Lévy 行走是从先天行为和对环境的无害反应中自发而自然地出现的,但如果有利,那么就有可能选择不失去它们”。新假说具有假设更少、比原始假说更广泛的优点;它还包括许多挑战主流范式的次优 Lévy 模式的例子。这并没有削弱 Lévy 飞行觅食假说,实际上,它通过为 Lévy 行走的发生提供一个更强有力、更有说服力的案例,为该理论增添了更多内容。它消除了对支持 Lévy 飞行觅食假说的理论论据的担忧,因此可能会导致更广泛地接受 Lévy 行走作为运动模式数据的模型。此外,生物体可以通过简单的方式适应内在行为来近似 Lévy 行走;当 Lévy 运动模式有利时,但伴随着相关成本。这些新的发展代表了一个重大的视角转变,提供了迄今为止最广泛的 Lévy 运动模式图景。然而,理解和识别 Lévy 运动模式的过程还有很长的路要走,并且会进一步进行重新解释和理解的转变。总之,Lévy 行走研究之所以令人兴奋,正是因为还有很多需要理解的地方,而且,即使是相对较小的研究,本身也是有趣的发现。

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