Determinants of stability of large randomly connected systems.

Abstract Monte Carlo studies of the stability of the random real matrix are used to deduce general principles concerning the stability of large complex systems. The relationships between stability and the size, connectance and hierarchy of the system are investigated to reveal that, in general, increases in system size and connectance have a destabilizing effect while the introduction of even a crude hierarchy (as discussed in the text) has a stabilizing effect.