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飞沫在个体决策的作用下演变。

Ant Droplet Dynamics Evolve via Individual Decision-Making.

机构信息

Graduate School of Natural Science and Technology, Okayama University, Okayama, 700-8530, Japan.

出版信息

Sci Rep. 2017 Nov 1;7(1):14877. doi: 10.1038/s41598-017-13775-5.

Abstract

The droplets of a set of ants were studied while they constructed a bridge. A droplet is a group of ants derived from a larger group. Several experimental studies have revealed the droplet dynamics of ants that resemble the self-organising characteristics that are displayed in their physico-chemical systems. However, little is known regarding how these typical behaviours emerge from individual decision-making. In this study, I developed an agent-based model where artificial ants aggregated, thereby resulting in chain and droplet growth. In my proposed model, the agents tuned their weight thresholds according to the local pattern stability and propagation of negative information. As a result, it was revealed that the droplet dynamics of my proposed model partly matched the time series of droplets of real ants, as demonstrated in previous experimental studies that included the fluctuation function and interdrop increments that followed a scale-free distribution.

摘要

研究了一组蚂蚁在构建桥梁时的液滴情况。液滴是从较大群体中衍生出来的一组蚂蚁。几项实验研究揭示了蚂蚁液滴的动力学特征,类似于它们物理化学系统中表现出的自组织特征。然而,对于这些典型行为如何从个体决策中产生,人们知之甚少。在本研究中,我开发了一个基于代理的模型,其中人工蚂蚁聚集,从而导致链和液滴的生长。在我提出的模型中,代理根据局部模式稳定性和负信息的传播调整它们的权重阈值。结果表明,我的模型的液滴动力学与真实蚂蚁液滴的时间序列部分匹配,如先前包括波动函数和遵循无标度分布的液滴增量的实验研究所示。

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