Continuum limit of self-driven particles with orientation interaction

The discrete Couzin–Vicsek algorithm (CVA), which describes the interactions of individuals among animal societies such as fish schools is considered. In this paper, a kinetic (mean-field) version of the CVA model is proposed and its formal macroscopic limit is provided. The final macroscopic model involves a conservation equation for the density of the individuals and a non-conservative equation for the director of the mean velocity and is proved to be hyperbolic. The derivation is based on the introduction of a non-conventional concept of a collisional invariant of a collision operator.

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

[2]  P. Lions,et al.  On the Cauchy problem for Boltzmann equations: global existence and weak stability , 1989 .

[3]  E. Bonabeau,et al.  Spatial patterns in ant colonies , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[4]  D. Bedeaux,et al.  Hydrodynamic Model for the System of Self Propelling Particles with Conservative Kinematic Constraints; Two dimensional stationary solutions , 2006 .

[5]  D. Helbing Traffic and related self-driven many-particle systems , 2000, cond-mat/0012229.

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

[7]  Christian A. Ringhofer,et al.  A Model for the Dynamics of large Queuing Networks and Supply Chains , 2006, SIAM J. Appl. Math..

[8]  Steven V. Viscido,et al.  Self-Organized Fish Schools: An Examination of Emergent Properties , 2002, The Biological Bulletin.

[9]  P. Degond,et al.  Large Scale Dynamics of the Persistent Turning Walker Model of Fish Behavior , 2007, 0710.4996.

[10]  Yoshio Sone,et al.  Kinetic Theory and Fluid Dynamics , 2002 .

[11]  Christian A. Ringhofer,et al.  Stochastic Dynamics of Long Supply Chains with Random Breakdowns , 2007, SIAM J. Appl. Math..

[12]  A. Mogilner,et al.  Mathematical Biology Mutual Interactions, Potentials, and Individual Distance in a Social Aggregation , 2003 .

[13]  Axel Klar,et al.  Derivation of Continuum Traffic Flow Models from Microscopic Follow-the-Leader Models , 2002, SIAM J. Appl. Math..

[14]  R. Illner,et al.  The mathematical theory of dilute gases , 1994 .

[15]  R. Caflisch The fluid dynamic limit of the nonlinear boltzmann equation , 1980 .

[16]  D. Bedeaux,et al.  Collective behavior of self-propelling particles with kinematic constraints: The relation between the discrete and the continuous description , 2007 .

[17]  B. Keyfitz,et al.  A geometric theory of conservation laws which change type , 1995 .

[18]  I. Aoki A simulation study on the schooling mechanism in fish. , 1982 .

[19]  A. Bertozzi,et al.  State Transitions and the Continuum Limit for a 2D Interacting, Self-Propelled Particle System , 2006, nlin/0606031.

[20]  David R. Brillinger,et al.  Employing stochastic differential equations to model wildlife motion , 2002 .

[21]  Maximino Aldana,et al.  Phase Transitions in Self-Driven Many-Particle Systems and Related Non-Equilibrium Models: A Network Approach , 2003 .

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

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

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

[25]  Pingwen Zhang,et al.  Axial Symmetry and Classification of Stationary Solutions of Doi-Onsager Equation on the Sphere with Maier-Saupe Potential , 2005, 1909.13288.

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

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

[28]  Felipe Cucker,et al.  Emergent Behavior in Flocks , 2007, IEEE Transactions on Automatic Control.

[29]  H. Spohn Large Scale Dynamics of Interacting Particles , 1991 .

[30]  Dick Bedeaux,et al.  Hydrodynamic model for a system of self-propelling particles with conservative kinematic constraints , 2005 .

[31]  Pierre Degond,et al.  Macroscopic limit of self-driven particles with orientation interaction , 2007 .

[32]  Birkhauser Modeling and Computational Methods for Kinetic Equations , 2004 .

[33]  Shi-Hsien Yu,et al.  Hydrodynamic limits with shock waves of the Boltzmann equation , 2005 .

[34]  P. Degond Macroscopic limits of the Boltzmann equation: a review , 2004 .

[35]  L. Edelstein-Keshet Mathematical models of swarming and social aggregation , .

[36]  Julia K. Parrish,et al.  Self-Organisation and Evolution of Social Systems: Traffic rules of fish schools: a review of agent-based approaches , 2005 .

[37]  G. Theraulaz,et al.  Analyzing fish movement as a persistent turning walker , 2009, Journal of mathematical biology.