Towards a mathematical theory of behavioral swarms

被引:19
作者
Bellomo, Nicola [1 ,2 ,3 ]
Ha, Seung-Yeal [4 ,5 ,6 ]
Outada, Nisrine [7 ,8 ]
机构
[1] Univ Granada, Dept Matemat Aplicada, Granada, Spain
[2] Politecn Torino, Pavia, Italy
[3] CNR, IMATI, Pavia, Italy
[4] Seoul Natl Univ, Dept Math Sci, Seoul 08826, South Korea
[5] Res Inst Math, Seoul 08826, South Korea
[6] Korea Inst Adv Study, Hoegiro 85, Seoul 02455, South Korea
[7] Cadi Ayyad Univ, Fac Sci Semlalia, LMDP, Marrakech, Morocco
[8] Sorbonne Univ, IRD, uMMISCO, Paris, France
关键词
Collective dynamics; Cucker-Smale flocking; learning; living systems; self-organization; swarming; CUCKER-SMALE FLOCKING; KINETIC-THEORY APPROACH; PEDESTRIAN DYNAMICS; EMERGENT BEHAVIORS; ENSEMBLE; PARTICLE; MODELS;
D O I
10.1051/cocv/2020071
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a unified mathematical theory of swarms where the dynamics of social behaviors interacts with the mechanical dynamics of self-propelled particles. The term behavioral swarms is introduced to characterize the specific object of the theory which is subsequently followed by applications. As concrete examples for our unified approach, we show that several Cucker-Smale type models with internal variables fall down to our framework. The second part of the paper shows how the modeling can be developed, beyond the Cucker-Smale approach. This will be illustrated with the aid of numerical simulations in swarms whose movement strategy is sensitive to individual social behaviors. Finally, the presentation looks ahead to research perspectives.
引用
收藏
页数:19
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