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A Maximum Entropy Method for the Prediction of Size Distributions

We propose a method to derive the stationary size distributions of a system, and the degree distributions of networks, using maximisation of the Gibbs-Shannon entropy. We apply this to a preferential attachment-type algorithm for systems of constant size, which contains exit of balls and urns (or no...

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Détails bibliographiques
Publié dans:Entropy (Basel)
Auteurs principaux: Metzig, Cornelia, Colijn, Caroline
Format: Artigo
Langue:Inglês
Publié: MDPI 2020
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7516768/
https://ncbi.nlm.nih.gov/pubmed/33286086
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22030312
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