Nonextensive aspects of self-organized scale-free gas-like networksS. Thurner1 and C. Tsallis2, 3
1 Complex Systems Research Group, HNO, Medical University of Vienna Währinger Gürtel 18-20, A-1090, Austria
2 Santa Fe Institute - 1399 Hyde Park Road, Santa Fe, NM 87501, USA
3 Centro Brasileiro de Pesquisas Fisicas - Rua Xavier Sigaud 150 22290-180 Rio de Janeiro-RJ, Brazil
received 6 June 2005; accepted in final form 16 August 2005
published online 7 September 2005
We explore the possibility to interpret as a "gas" the dynamical self-organized scale-free network recently introduced by Kim et al. (2005). The role of "momentum" of individual nodes is played by the degree of the node, the "configuration space" (metric defining distance between nodes) being determined by the dynamically evolving adjacency matrix. In a constant-size network process, "inelastic" interactions occur between pairs of nodes, which are realized by the merger of a pair of two nodes into one. The resulting node possesses the union of all links of the previously separate nodes. We consider chemostat conditions, i.e., for each merger there will be a newly created node which is then linked to the existing network randomly. We also introduce an interaction "potential" (node-merging probability) which decays with distance dij as . We numerically show that this system exhibits nonextensive statistics in the degree distribution, and calculate how the entropic index q depends on . The particular cases and recover the two models introduced by Kim et al.
05.70.Ln - Nonequilibrium and irreversible thermodynamics.
89.75.Hc - Networks and genealogical trees.
89.75.-k - Complex systems.
© EDP Sciences 2005