K. Burdzy et al., CONFIGURATIONAL TRANSITION IN A FLEMING-VIOT-TYPE MODEL AND PROBABILISTIC-INTERPRETATION OF LAPLACIAN EIGENFUNCTIONS, Journal of physics. A, mathematical and general, 29(11), 1996, pp. 2633-2642
We analyse and simulate a two-dimensional Brownian multi-type particle
system with death and branching (birth) depending on the position of
particles of different types. The system is confined in a two-dimensio
nal box, whose boundaries act as the sink of Brownian particles. The b
ranching rate matches the death rate so that the total number of parti
cles is kept constant. In the case of m types of particle in a rectang
ular box of size a x b and elongated shape a much greater than b we ob
serve that the stationary distribution of particles corresponds to the
mth Laplacian eigenfunction. For smaller elongations a > b we find a
configurational transition to a new limiting distribution. The ratio a
/b for which the transition occurs is related to the value of the mth
eigenvalue of the Laplacian with rectangular boundaries.