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Fluctuation-induced collective motion: a single-particle density analysis.

Chiu Fan Lee1

  • 1Max Planck Institute for the Physics of Complex Systems, Nöthnitzer Str 38, 01187 Dresden, Germany. cflee@pks.mpg.de

Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics
|April 7, 2010
PubMed
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Collective motion in noisy self-propelled particles emerges above a density threshold. Perturbation profiles significantly influence this threshold, with localized, large-magnitude perturbations indicating collective motion onset. High particle speed also promotes collective motion.

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Area of Science:

  • Physics
  • Statistical Mechanics
  • Complex Systems

Background:

  • Noisy self-propelled particles exhibit collective motion above a critical density.
  • Interactions favoring directional alignment are key to emergent collective behavior.
  • The influence of initial perturbations on collective motion onset is not fully understood.

Purpose of the Study:

  • To investigate how the spatial profile of angular perturbations affects the threshold for collective motion in noisy self-propelled particles.
  • To determine if localized, large-magnitude perturbations can act as indicators for the onset of collective motion.
  • To analyze the role of particle speed in promoting collective motion.

Main Methods:

  • Mean-field analysis
  • Linear stability analysis
  • Perturbative analysis
  • Numerical simulations
  • Approximated Fokker-Planck equation

Main Results:

  • The threshold for collective motion is dependent on the spatial profile of angular perturbations.
  • Large-magnitude, spatially localized perturbations are amplified and signal the onset of collective motion.
  • Increased particle speed enhances the likelihood and prominence of collective motion.

Conclusions:

  • The spatial characteristics of initial perturbations are crucial factors in initiating collective motion.
  • Localized perturbations can serve as predictive indicators for collective motion in these systems.
  • Particle speed is a significant parameter that facilitates the emergence of collective behavior.