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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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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Metzig, Cornelia, Colijn, Caroline
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha: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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