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Can simpler rules naturally produce the complex networks we observe?
David Dobáš, Diego Garlaschelli, Petr Jizba
May 29, 2026
Standard network models assume independent connections and use Shannon entropy—arguably an arbitrary choice. Switching to a broader class of entropies that make fewer assumptions produces networks with phase transitions, clustering, and sparse-yet-interconnected triangles, mimicking real networks without adding extra constraints. This suggests complex network structure may emerge naturally from maximally neutral statistics.
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