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arXiv 2003.08792physics.soc-phcs.SIcs.SYeess.SY
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Identification of complex network topologies through delayed mutual information

Pierre-Alain Toupance, Bastien Chopard, Laurent Lef èvre

英文摘要:

The definitions of delayed mutual information and multi-information are recalled. It is shown how the delayed mutual information may be used to reconstruct the interaction topology resulting from some unknown scale-free graph with its associated local dynamics. Delayed mutual information is also used to solve the community detection problem. A probabilistic voter model defined on a scale-free graph is used throughout the paper as an illustrative example.

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