Reduced fluid models for self-propelled particles interacting through alignment
arXiv:1701.03560
Abstract
The asymptotic analysis of kinetic models describing the behavior of particles interacting through alignment is performed. We will analyze the asymptotic regime corresponding to large alignment frequency where the alignment effects are dominated by the self propulsion and friction forces. The former hypothesis leads to a macroscopic fluid model due to the fast averaging in velocity, while the second one imposes a fixed speed in the limit, and thus a reduction of the dynamics to a sphere in the velocity space. The analysis relies on averaging techniques successfully used in the magnetic confinement of charged particles. The limiting particle distribution is supported on a sphere, and therefore we are forced to work with measures in velocity. As for the Euler-type equations, the fluid model comes by integrating the kinetic equation against the collision invariants and its generalizations in the velocity space. The main difficulty is their identification for the averaged alignment kernel in our functional setting of measures in velocity.
References in corpus (12)
- Novel type of phase transition in a system of self-driven particles
- Self-organization in systems of self-propelled particles
- A well-posedness theory in measures for some kinetic models of collective motion
- State Transitions and the Continuum Limit for a 2D Interacting, Self-Propelled Particle System
- Spontaneously ordered motion of self-propelled particles
- Self-organised complex aerial displays of thousands of starlings: a model
- Macroscopic limits and phase transition in a system of self-propelled particles
- Hydrodynamic models of self-organized dynamics: derivation and existence theory
- Nonlinear stability of flock solutions in second-order swarming models
- Evolution of wealth in a nonconservative economy driven by local Nash equilibria
- A continuum model for nematic alignment of self-propelled particles
- Quaternions in collective dynamics