Processes affecting size of fish schools in agent‐based model

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2021-03-25 DOI:10.1002/1438-390X.12081
Kazuto Kiriyama, Y. Iwasa
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Abstract

Fish school size varies with several factors, such as environmental conditions, individual size, time of day, and variations between individuals. In this study, we investigate the mean size of fish schools formed in a simple agent-based model, wherein each individual swims at a fixed speed with the direction modified by interactions with the neighbors. If alignment (tendency to swim in their neighbors' direction) is stronger than cohesion (tendency to swim toward the neighbors), then “ marches ” are formed, in which individuals swim in the same direction. If alignment is weaker than cohesion, then “ circles ” are formed, in which individuals chase one another and the entire group moves minimally. We analyzed various processes that control the shape and mean size of the schools. The school's shape is primarily affected by the magnitude of alignment, cohesion, and individual noises. In contrast, the mean size of the group is affected by several factors, including the spatial interaction range, initial configuration, individual differences in swimming speed, and sudden encounters with predators.
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在基于代理的模型中影响鱼群大小的过程
鱼群大小因多种因素而异,如环境条件、个体大小、一天中的时间以及个体之间的差异。在这项研究中,我们研究了在一个简单的基于代理的模型中形成的鱼群的平均大小,其中每个个体都以固定的速度游泳,方向通过与邻居的互动而改变。如果结盟(倾向于向邻居的方向游)比凝聚力(倾向于朝邻居游)更强,那么就形成了“行进”,即个体向同一方向游。如果结盟比凝聚力弱,那么就形成了“圈子”,在这个圈子里,个体相互追逐,整个群体的移动最小。我们分析了控制学校形状和平均规模的各种过程。学校的形状主要受到排列、凝聚力和个人噪音的大小的影响。相比之下,群体的平均大小受到几个因素的影响,包括空间相互作用范围、初始配置、游泳速度的个体差异以及突然遇到捕食者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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