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Communication Dans Un Congrès Année : 2020

Identification of complex network topologies through delayed mutual information

Résumé

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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hal-04031049 , version 1 (24-04-2023)

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Paternité - Pas d'utilisation commerciale

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Pierre-Alain Toupance, Bastien Chopard, Laurent Lefevre. Identification of complex network topologies through delayed mutual information. 21st IFAC World Congress, IFAC, Jul 2020, Berlin (DE), Germany. pp.1019-1024, ⟨10.1016/j.ifacol.2020.12.1282⟩. ⟨hal-04031049⟩

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