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Updated: Jul 7, 2025

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The HoneyComb Paradigm for Research on Collective Human Behavior
Published on: January 19, 2019
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在一个多个代理的动态系统中群聚和蜂群
Gourab Kumar Sar1, Dibakar Ghosh1
1Physics and Applied Mathematics Unit, Indian Statistical Institute, 203 B. T. Road, Kolkata 700108, India.
Chaos (Woodbury, N.Y.)
|December 21, 2023
概括
本研究介绍了多代理系统的最小模型,展示了代理人如何同时群和群. 模拟显示了多样化的集群结构和涌现在关键合强度以上的集群行为.
科学领域:
- 复杂的系统复杂的系统.
- 集体动力学 集体动力学
- 基于代理的建模模型
背景情况:
- 多代理系统在自然界和技术中表现出集体行为,如群聚和蜂拥.
- 群体包括协调的运动,而群体集中在空间组织上.
- 了解这些新兴动态对于各种科学领域至关重要.
研究的目的:
- 为局部交互的多代理系统开发一个最小的数学模型.
- 为了调查同时发生的蜂群和群体行为.
- 分析相互作用范围和合强度对新兴结构的影响.
主要方法:
- 开发一个对代理相互作用的最小数学模型.
- 进行深入的计算模拟以观察系统动态.
- 参数的系统变化,包括相互作用范围,合强度和噪声.
主要成果:
- 该模型成功地复制了同时的蜂群和群体行为.
- 不同的集群结构出现,取决于相互作用范围.
- 确定了一个关键的合强度值,在此以上观察到集群行为.
结论:
- 拟议的最小模型有效地捕捉了多代理系统中的复杂集体行为.
- 群体和群体可以通过局部相互作用同时出现.
- 参数调整,特别是合强度,是控制新出现的动态和结构的关键.
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