Flocking and Turning: a New Model for Self-organized Collective Motion

被引:107
|
作者
Cavagna, Andrea [1 ,2 ,3 ]
Del Castello, Lorenzo [1 ,2 ]
Giardina, Irene [1 ,2 ,3 ]
Grigera, Tomas [4 ,5 ,6 ]
Jelic, Asja [1 ,2 ]
Melillo, Stefania [1 ,2 ]
Mora, Thierry [7 ,8 ,9 ]
Parisi, Leonardo [1 ,2 ,10 ]
Silvestri, Edmondo [1 ,2 ,11 ]
Viale, Massimiliano [1 ,2 ]
Walczak, Aleksandra M. [8 ,12 ]
机构
[1] CNR, ISC, I-00185 Rome, Italy
[2] Univ Roma La Sapienza, Dipartimento Fis, I-00185 Rome, Italy
[3] Grad Ctr, Initiat Theoret Sci, New York, NY 10016 USA
[4] Univ Nacl La Plata, Fac Ciencias Exactas, Inst Invest Fisicoquim Teor & Aplicadas INIFTA, RA-1900 La Plata, Buenos Aires, Argentina
[5] Univ Nacl La Plata, Fac Ciencias Exactas, Dept Fis, RA-1900 La Plata, Buenos Aires, Argentina
[6] Consejo Nacl Invest Cient & Tecn, CONICET La Plata, La Plata, Buenos Aires, Argentina
[7] Ecole Normale Super, CNRS, Lab Phys Stat, F-75231 Paris 05, France
[8] Univ Paris 06, F-75231 Paris 05, France
[9] Univ Paris 07, F-75231 Paris 05, France
[10] Univ Roma La Sapienza, Dipartimento Informat, I-00198 Rome, Italy
[11] Univ Roma Tre, Dipartimento Matemat & Fis, I-00146 Rome, Italy
[12] Ecole Normale Super, CNRS, Lab Phys Theor, F-75231 Paris 05, France
关键词
Collective behavior; Flocking; Self-organization; Emergent behavior; Animal groups; NATURAL FLOCKS; BEHAVIOR; SIMULATION;
D O I
10.1007/s10955-014-1119-3
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Birds in a flock move in a correlated way, resulting in large polarization of velocities. A good understanding of this collective behavior exists for linear motion of the flock. Yet observing actual birds, the center of mass of the group often turns giving rise to more complicated dynamics, still keeping strong polarization of the flock. Here we propose novel dynamical equations for the collective motion of polarized animal groups that account for correlated turning including solely social forces. We exploit rotational symmetries and conservation laws of the problem to formulate a theory in terms of generalized coordinates of motion for the velocity directions akin to a Hamiltonian formulation for rotations. We explicitly derive the correspondence between this formulation and the dynamics of the individual velocities, thus obtaining a new model of collective motion. In the appropriate overdamped limit we recover the well-known Vicsek model, which dissipates rotational information and does not allow for polarized turns. Although the new model has its most vivid success in describing turning groups, its dynamics is intrinsically different from previous ones in a wide dynamical regime, while reducing to the hydrodynamic description of Toner and Tu at very large length-scales. The derived framework is therefore general and it may describe the collective motion of any strongly polarized active matter system.
引用
收藏
页码:601 / 627
页数:27
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