Particle, kinetic, and hydrodynamic models of swarming

Particle, kinetic, and hydrodynamic models of swarming
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DOI:
10.1007/978-0-8176-4946-3_12
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发表时间:
2010-01-01
期刊:
MATHEMATICAL MODELING OF COLLECTIVE BEHAVIOR IN SOCIO-ECONOMIC AND LIFE SCIENCES
影响因子:
--
通讯作者:
Vecil, Francesco
Vecil, Francesco
中科院分区:
其他
文献类型:
--
作者:
Carrillo, Jose A.;Fornasier, Massimo;Vecil, Francesco

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我们回顾了对具有相似大小和体型的交互代理的聚合和集体行为建模的最新技术,通常称为集群。从基于“粒子”类假设的个体模型开始,我们通过动力学理论连接到集体运动的流体动力学/宏观描述。我们强调动力学观点在建模、连续体模型的推导以及系统复杂行为的理解中的作用。
We review the state-of-the-art in the modelling of the aggregation and collective behavior of interacting agents of similar size and body type, typically called swarming. Starting with individual-based models based on "particle"-like assumptions, we connect to hydrodynamic/macroscopic descriptions of collective motion via kinetic theory We emphasize the role of the kinetic viewpoint in the modelling, in the derivation of continuum models and in the understanding of the complex behavior of the system.