A. Czirok et al., SPONTANEOUSLY ORDERED MOTION OF SELF-PROPELLED PARTICLES, Journal of physics. A, mathematical and general, 30(5), 1997, pp. 1375-1385
We study a biologically inspired, inherently non-equilibrium model con
sisting of self-propelled particles. In the model, particles move on a
plane with a velocity of constant magnitude; they locally interact wi
th their neighbours by choosing at each timestep a velocity direction
equal to the average direction of their neighbours. Thus, in the limit
of vanishing velocities the model becomes analogous to a Monte Carlo
realization of the classical XY ferromagnet. We show by large-scale nu
merical simulations that, unlike in the equilibrium XY model, a long-r
ange ordered phase characterized by non-vanishing net dow, phi, emerge
s in this system in a phase-space domain bordered by a critical line a
long which the fluctuations of the order parameter diverge. The corres
ponding phase diagram as a function of two parameters, the amplitude o
f noise eta and the average density of the particles rho is calculated
and is found to have the form eta(c)(rho) similar to rho(1/2). We als
o find that phi scales asa function of the external bias h (field or '
wind') according to a power law phi similar to h(0.9). in the ordered
phase the system shows long-range correlated fluctuations and 1/f nois
e.