动物生态学和细胞生物学中的联网集体动态
Yongzheng Sun1, Huimin Wang2, Xiaoting Liu3
1School of Mathematics, China University of Mining and Technology, Xuzhou, 221116, China; Shenzhen Research Institute, China University of Mining and Technology, Shenzhen, 518000, China; Mathematical Institute, University of Oxford, Oxford, OX2 6GG, UK.
Physics of life reviews
|March 14, 2026
概括
本综述探讨了个人互动和信息网络如何推动动物和细胞的集体行为. 它综合了网络科学,物理学和人工智能,以了解复杂系统中的新兴智能和协调.
科学领域:
- 集成网络科学,统计物理学和人工智能来研究集体行为.
- 专注于生物系统,包括动物生态和细胞动态.
- 检查网络结构和系统动态之间的相互作用.
背景情况:
- 集体行为是生物系统中普遍存在的现象,它是由个体相互作用引起的.
- 网络科学提供了分析这些交互系统的结构和功能的工具.
- 在理解社会互动和个人信息如何塑造集体决策方面仍然存在挑战.
研究的目的:
- 综合了解集体现象的最新进展.
- 突出网络结构和集体模式中的动态之间的相互作用.
- 探讨个人信息和社会互动如何共同塑造集体决策.
主要方法:
- 审查了微观和宏观建模方法.
- 分析社会互动网络的结构和功能特征.
- 检查信息传输机制和决策过程.
主要成果:
- 确定影响新兴集体智力和行为的关键因素.
- 讨论生物灵感机器人和自主系统中的应用.
- 综合了对集体现象的各种方法.
结论:
- 概述了关于集体系统的开放问题和未来研究方向.
- 为设计和控制复杂的生物和人工系统提供了洞察力.
- 强调研究集体行为的跨学科性质.
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