Phys. Rev. Lett. 86, 5632 - 5635 (2001)

Bose-Einstein Condensation in Complex Networks

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Ginestra Bianconi1 and Albert-László Barabási1,2
1Department of Physics, University of Notre Dame, Notre Dame, Indiana 46556
2Institute for Advanced Studies, Collegium Budapest, Szentháromság utca 2, H-1014 Budapest, Hungary

Received 16 October 2000; revised 26 January 2001

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.


©2001 The American Physical Society

URL: http://link.aps.org/abstract/PRL/v86/p5632
DOI: 10.1103/PhysRevLett.86.5632
PACS: 89.75.Hc, 03.75.Fi, 05.65.+b, 87.23.Ge

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