We study a model of flocking in order to describe the transitions during th
e collective motion of organisms (e.g., birds) in three dimensions. In this
model the particles representing the organisms are self-propelled, i.e., t
hey move with the same absolute velocity. In addition, the particles locall
y interact by choosing at each time step the average direction of motion of
their neighbours and the effects of fluctuations are taken into account as
well. We present the first results for large-scale flocking in the presenc
e of noise in three dimensions. We show that depending on the control param
eters both disordered and long-range ordered phases can be observed. The co
rresponding phase diagram has a number of features which are qualitatively
different from those typical for the analogous equilibrium models. (C) 1999
Elsevier Science B.V. All rights reserved.