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带有时空重置的随机游走可以解释蚂蚁的个体和群体级搜索模式。

Random walks with spatial and temporal resets can explain individual and colony-level searching patterns in ants.

机构信息

Department of Biology, Institute for Theoretical Biology, Humboldt Universität zu Berlin , Berlin, Germany.

Science of Intelligence, Research Cluster of Excellence , Berlin, Germany.

出版信息

J R Soc Interface. 2024 Jul;21(216):20240149. doi: 10.1098/rsif.2024.0149. Epub 2024 Jul 31.

DOI:10.1098/rsif.2024.0149
PMID:39081113
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11289642/
Abstract

Central place foragers, such as many ants, exploit the environment around their nest. The extent of their foraging range is a function of individual movement, but how the movement patterns of large numbers of foragers result in an emergent colony foraging range remains unclear. Here, we introduce a random walk model with stochastic resetting to depict the movements of searching ants. Stochastic resetting refers to spatially resetting at random times the position of agents to a given location, here the nest of searching ants. We investigate the effect of a range of resetting mechanisms and compare the macroscopic predictions of our model to laboratory and field data. We find that all returning mechanisms very robustly ensure that scouts exploring the surroundings of a nest will be exponentially distributed with distance from the nest. We also find that a decreasing probability for searching ants to return to their nest is compatible with empirical data, resulting in scouts going further away from the nest as the number of foraging trips increases. Our findings highlight the importance of resetting random walk models for depicting the movements of central place foragers and nurture novel questions regarding the searching behaviour of ants.

摘要

中心觅食者,如许多蚂蚁,会利用其巢穴周围的环境。它们的觅食范围的大小是个体运动的函数,但大量觅食者的运动模式如何导致出现的群体觅食范围仍不清楚。在这里,我们引入一个带有随机重置的随机游走模型来描述搜索蚂蚁的运动。随机重置是指随机时间将代理的位置重置到给定位置,这里是搜索蚂蚁的巢穴。我们研究了一系列重置机制的影响,并将我们模型的宏观预测与实验室和现场数据进行了比较。我们发现所有的返回机制都非常稳健地确保了在巢周围探索的侦察兵与距离巢的距离呈指数分布。我们还发现,搜索蚂蚁返回巢穴的概率降低与经验数据相符,这导致随着觅食次数的增加,侦察兵会离巢穴更远。我们的研究结果强调了重置随机游走模型对于描述中心觅食者运动的重要性,并为蚂蚁的搜索行为提出了新的问题。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf66/11289642/4206da1e719e/rsif.2024.0149.f003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf66/11289642/0458e2672f20/rsif.2024.0149.f001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf66/11289642/76571f012abc/rsif.2024.0149.f002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf66/11289642/4206da1e719e/rsif.2024.0149.f003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf66/11289642/0458e2672f20/rsif.2024.0149.f001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf66/11289642/76571f012abc/rsif.2024.0149.f002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bf66/11289642/4206da1e719e/rsif.2024.0149.f003.jpg

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本文引用的文献

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Collective search in ants: Movement determines footprints, and footprints influence movement.蚂蚁的群体搜索:运动决定足迹,足迹影响运动。
PLoS One. 2024 Apr 23;19(4):e0299432. doi: 10.1371/journal.pone.0299432. eCollection 2024.
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Modeling bee movement shows how a perceptual masking effect can influence flower discovery.建模蜜蜂的运动展示了感知掩蔽效应如何影响花朵的发现。
PLoS Comput Biol. 2023 Mar 24;19(3):e1010558. doi: 10.1371/journal.pcbi.1010558. eCollection 2023 Mar.
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Ants combine systematic meandering and correlated random walks when searching for unknown resources.
蚂蚁在寻找未知资源时会结合系统的曲折行进和相关的随机行走。
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From inter-group conflict to inter-group cooperation: insights from social insects.从群体间冲突到群体间合作:社会昆虫的启示。
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From foraging trails to transport networks: how the quality-distance trade-off shapes network structure.从觅食路径到运输网络:质量-距离权衡如何塑造网络结构。
Proc Biol Sci. 2021 Apr 28;288(1949):20210430. doi: 10.1098/rspb.2021.0430. Epub 2021 Apr 21.
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Optimal foraging and the information theory of gambling.最佳觅食与赌博的信息论。
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