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A Review of Graph and Network Complexity from an Algorithmic Information Perspective

Information-theoretic-based measures have been useful in quantifying network complexity. Here we briefly survey and contrast (algorithmic) information-theoretic methods which have been used to characterize graphs and networks. We illustrate the strengths and limitations of Shannon’s entropy, lossles...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Zenil, Hector, Kiani, Narsis A., Tegnér, Jesper
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7513075/
https://ncbi.nlm.nih.gov/pubmed/33265640
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20080551
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