Network Science

Bose-Einstein condensation in complex networks

The evolution of many complex systems, including the World Wide Web, business, and citation networks, is encoded in the dynamic web describing the interactions between the system’s constituents. Despite their irreversible and nonequilibrium nature these networks follow Bose statistics and can undergo Bose-Einstein condensation. Addressing the dynamical properties of these nonequilibrium systems within the framework of equilibrium quantum gases predicts that the “first-mover-advantage,” “fit-get-rich,” and “winner-takes-all” phenomena observed in competitive systems are thermodynamically distinct phases of the underlying evolving networks.


More publications
R. Albert, H. Jeong, A.-L. Barabási

Nature 401, 130-131 (1999)

A.-L. Barabási, E. Bonabeau

Scientific American 288, 50-59 (2003)

G. Bianconi, A.-L. Barabási

Europhysics Letters 54, 436-442 (2001)