Collective Behaviors in Two-Dimensional Systems of Interacting Particles

被引:6
作者
Lega, Joceline [1 ]
机构
[1] Univ Arizona, Dept Math, Tucson, AZ 85721 USA
基金
美国国家科学基金会;
关键词
interacting particles; bacterial colonies; molecular dynamics simulations; collective behaviors; multiscale systems; HARD DISKS; HYDRODYNAMICS; DYNAMICS; FLUCTUATIONS; INSTABILITY; COLONIES; DENSITY; MOTION; AGENTS;
D O I
10.1137/100817449
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This article presents results of molecular dynamics simulations that show the emergence of collective behaviors in a two-dimensional system of particles (hard disks) interacting through a properly chosen collision rule. The particles, which are of finite size and are in free flight between collisions, are not self-propelled. They tumble randomly like bacteria and interact only when they collide, not through continuous potential forces. This work therefore indicates that interactions at the microscopic level, which occur only locally and discretely both in time and space, are sufficient to lead to large-scale macroscopic behaviors. Order parameters that capture and quantify the formation of collective behaviors are introduced and used to describe how the choice of collision rule affects the steady state dynamics of the system, by comparing the outcome to the standard case of elastic collisions. This work was motivated by recent results on the dynamics of bacterial colonies. Possible applications of the present approach to other systems are also discussed.
引用
收藏
页码:1213 / 1231
页数:19
相关论文
共 82 条
[1]   Animal aggregations [J].
Allee, WC .
QUARTERLY REVIEW OF BIOLOGY, 1927, 2 (03) :367-398
[2]  
Allen MP, 1987, COMPUTER SIMULATIONS, DOI DOI 10.2307/2938686
[3]   Model for dynamical coherence in thin films of self-propelled microorganisms [J].
Aranson, Igor S. ;
Sokolov, Andrey ;
Kessler, John O. ;
Goldstein, Raymond E. .
PHYSICAL REVIEW E, 2007, 75 (04)
[4]  
Barthes-Biesel D., 2006, J BIOMECH SCI ENG, V1, P51
[5]   Statistical mechanics and hydrodynamics of bacterial suspensions [J].
Baskaran, Aparna ;
Marchetti, M. Cristina .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (37) :15567-15572
[6]  
Berg H. C., 1993, Random Walks in Biology
[7]   Boltzmann and hydrodynamic description for self-propelled particles [J].
Bertin, Eric ;
Droz, Michel ;
Gregoire, Guillaume .
PHYSICAL REVIEW E, 2006, 74 (02)
[8]   From disorder to order in marching locusts [J].
Buhl, J ;
Sumpter, DJT ;
Couzin, ID ;
Hale, JJ ;
Despland, E ;
Miller, ER ;
Simpson, SJ .
SCIENCE, 2006, 312 (5778) :1402-1406
[9]   Collective motion of self-propelled particles interacting without cohesion [J].
Chate, Hugues ;
Ginelli, Francesco ;
Gregoire, Guillaume ;
Raynaud, Franck .
PHYSICAL REVIEW E, 2008, 77 (04)
[10]   Rotating states of self-propelling particles in two dimensions [J].
Chen, Hsuan-Yi ;
Leung, Kwan-tai .
PHYSICAL REVIEW E, 2006, 73 (05)