Collective motion of self-propelled particles interacting without cohesion.

We present a comprehensive study of Vicsek-style self-propelled particle models in two and three space dimensions. The onset of collective motion in such stochastic models with only local alignment interactions is studied in detail and shown to be discontinuous (first-order-like). The properties of the ordered, collectively moving phase are investigated. In a large domain of parameter space including the transition region, well-defined high-density and high-order propagating solitary structures are shown to dominate the dynamics. Far enough from the transition region, on the other hand, these objects are not present. A statistically homogeneous ordered phase is then observed, which is characterized by anomalously strong density fluctuations, superdiffusion, and strong intermittency.

[1]  N. Mermin,et al.  Absence of Ferromagnetism or Antiferromagnetism in One- or Two-Dimensional Isotropic Heisenberg Models , 1966 .

[2]  P. Hohenberg,et al.  Theory of Dynamic Critical Phenomena , 1977 .

[3]  Editors , 1986, Brain Research Bulletin.

[4]  J. Zinn-Justin,et al.  Finite size effects in critical dynamics , 1987 .

[5]  B. Efron The jackknife, the bootstrap, and other resampling plans , 1987 .

[6]  C. Borgs,et al.  A rigorous theory of finite-size scaling at first-order phase transitions , 1990 .

[7]  Vladimir Privman,et al.  Finite Size Scaling and Numerical Simulation of Statistical Systems , 1990 .

[8]  B. M. Fulk MATH , 1992 .

[9]  A. Groothuis Advances in the Study of Behavior , 1993 .

[10]  J. Hemmingsson Modellization of self-propelling particles with a coupled map lattice model , 1995 .

[11]  Tu,et al.  Long-Range Order in a Two-Dimensional Dynamical XY Model: How Birds Fly Together. , 1995, Physical review letters.

[12]  Vicsek,et al.  Lattice-gas model for collective biological motion. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[13]  Hans J. Herrmann,et al.  Spontaneous Formation of Vortex in a System of Self Motorised Particles , 1995 .

[14]  Vicsek,et al.  Novel type of phase transition in a system of self-driven particles. , 1995, Physical review letters.

[15]  Albano Self-Organized Collective Displacements of Self-Driven Individuals. , 1996, Physical review letters.

[16]  Hayakawa,et al.  Collective motion in a system of motile elements. , 1996, Physical review letters.

[17]  Chaté,et al.  Universal Critical Behavior in Two-Dimensional Coupled Map Lattices. , 1996, Physical review letters.

[18]  T. Vicsek,et al.  Spontaneously ordered motion of self-propelled particles , 1997, cond-mat/0611741.

[19]  Julia K. Parrish,et al.  Animal Groups in Three Dimensions: Analysis , 1997 .

[20]  Kurt Binder,et al.  Applications of Monte Carlo methods to statistical physics , 1997 .

[21]  A. Barabasi,et al.  Collective Motion of Self-Propelled Particles: Kinetic Phase Transition in One Dimension , 1997, cond-mat/9712154.

[22]  ENERGY FLOW, PARTIAL EQUILIBRATION, AND EFFECTIVE TEMPERATURES IN SYSTEMS WITH SLOW DYNAMICS , 1997, cond-mat/9611044.

[23]  Paul Manneville,et al.  Universality in Ising-like phase transitions of lattices of coupled chaotic maps , 1997 .

[24]  H. Bussemaker,et al.  Mean-Field Analysis of a Dynamical Phase Transition in a Cellular Automaton Model for Collective Motion , 1997, physics/9706008.

[25]  A. Czirók,et al.  Hydrodynamics of bacterial motion , 1997, cond-mat/9811247.

[26]  J. Toner,et al.  Flocks, herds, and schools: A quantitative theory of flocking , 1998, cond-mat/9804180.

[27]  Yuhai Tu,et al.  SOUND WAVES AND THE ABSENCE OF GALILEAN INVARIANCE IN FLOCKS , 1998 .

[28]  A. Mogilner,et al.  A non-local model for a swarm , 1999 .

[29]  A. Mikhailov,et al.  Noise-induced breakdown of coherent collective motion in swarms. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[30]  T. Vicsek,et al.  Collective motion of organisms in three dimensions , 1999, physics/9902021.

[31]  Dirk Helbing,et al.  Application of statistical mechanics to collective motion in biology , 1999 .

[32]  T. Fearn The Jackknife , 2000 .

[33]  Herbert Levine,et al.  Cooperative self-organization of microorganisms , 2000 .

[34]  G. Lacorata,et al.  Nonasymptotic properties of transport and mixing. , 1999, Chaos.

[35]  H. Chaté,et al.  Active and passive particles: modeling beads in a bacterial bath. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[36]  W. Rappel,et al.  Self-organization in systems of self-propelled particles. , 2000, Physical review. E, Statistical, nonlinear, and soft matter physics.

[37]  H. Chaté,et al.  Comment on "particle diffusion in a quasi-two-dimensional bacterial bath". , 2001, Physical review letters.

[38]  I. Couzin,et al.  Collective memory and spatial sorting in animal groups. , 2002, Journal of theoretical biology.

[39]  Sriram Ramaswamy,et al.  Hydrodynamic fluctuations and instabilities in ordered suspensions of self-propelled particles. , 2001, Physical review letters.

[40]  S. Ramaswamy,et al.  Statistical hydrodynamics of ordered suspensions of self-propelled particles: waves, giant number fluctuations and instabilities , 2002 .

[41]  Active nematics on a substrate: Giant number fluctuations and long-time tails , 2002, cond-mat/0208573.

[42]  S. Griffis EDITOR , 1997, Journal of Navigation.

[43]  Y. Tu,et al.  Moving and staying together without a leader , 2003, cond-mat/0401257.

[44]  I. Couzin,et al.  Self-Organization and Collective Behavior in Vertebrates , 2003 .

[45]  S. Lübeck,et al.  UNIVERSAL SCALING BEHAVIOR OF NON-EQUILIBRIUM PHASE TRANSITIONS , 2004 .

[46]  Andrea L. Bertozzi,et al.  Swarming Patterns in a Two-Dimensional Kinematic Model for Biological Groups , 2004, SIAM J. Appl. Math..

[47]  Maximino Aldana,et al.  Intermittency and clustering in a system of self-driven particles. , 2004, Physical review letters.

[48]  H. Chaté,et al.  Onset of collective and cohesive motion. , 2004, Physical review letters.

[49]  I. Couzin,et al.  Effective leadership and decision-making in animal groups on the move , 2005, Nature.

[50]  J. Toner,et al.  Hydrodynamics and phases of flocks , 2005 .

[51]  E. Bertin,et al.  Boltzmann and hydrodynamic description for self-propelled particles. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[52]  T. Vicsek,et al.  Phase transition in the collective migration of tissue cells: experiment and model. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[53]  A. Bertozzi,et al.  Self-propelled particles with soft-core interactions: patterns, stability, and collapse. , 2006, Physical review letters.

[54]  A. Bertozzi,et al.  A Nonlocal Continuum Model for Biological Aggregation , 2005, Bulletin of mathematical biology.

[55]  Sriram Ramaswamy,et al.  Active nematics are intrinsically phase separated. , 2006, Physical review letters.

[56]  Hugues Chaté,et al.  Simple model for active nematics: quasi-long-range order and giant fluctuations. , 2006, Physical review letters.

[57]  H. Chaté,et al.  Comment on "phase transitions in systems of self-propelled agents and related network models". , 2007, Physical review letters.

[58]  T. Vicsek,et al.  New aspects of the continuous phase transition in the scalar noise model (SNM) of collective motion , 2006, nlin/0611031.

[59]  Björn Birnir,et al.  An ODE Model of the Motion of Pelagic Fish , 2007 .

[60]  H Larralde,et al.  Phase transitions in systems of self-propelled agents and related network models. , 2007, Physical review letters.

[61]  Vijay Narayan,et al.  Long-Lived Giant Number Fluctuations in a Swarming Granular Nematic , 2007, Science.