Analytically solvable model of probabilistic network dynamics.
We present a simple model of network dynamics that can be solved analytically for fully connected networks. We obtain the dynamics of response of the system to perturbations. The analytical solution is an excellent approximation for random networks. A comparison with the scale-free network, though qualitatively similar, shows the effect of distinct topology.
de Aguiar
M A M
MA
New England Complex Systems Institute, Cambridge, Massachusetts 02138, USA.
Epstein
Irving R
IR
Bar-Yam
Yaneer
Y