Nonextensive information entropy for stochastic networks

Details Nonextensive information entropy for stochastic networks Nonextensive information entropy for stochastic networks

2002-12-03

arxiv.org/abs/cond-mat/0212056v4

Acta Phys.Polon. B35 (2004) 871-880

Physics

Condensed Matter

Final version, to be published in Acta Phys. Polon. B35 (2004)

Scientific paper

Nature is full of random networks of complex topology describing such apparently disparate systems as biological, economical or informatical ones. Their most characteristic feature is the apparent scale-free character of interconnections between nodes. Using an information theory approach, we show that maximalization of information entropy leads to a wide spectrum of possible types of distributions including, in the case of nonextensive information entropy, the power-like scale-free distributions characteristic of complex systems.

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