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Efficient sampling of spreading processes on complex networks using a composition and rejection algorithm

Efficient stochastic simulation algorithms are of paramount importance to the study of spreading phenomena on complex networks. Using insights and analytical results from network science, we discuss how the structure of contacts affects the efficiency of current algorithms. We show that algorithms b...

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Dettagli Bibliografici
Pubblicato in:Comput Phys Commun
Autori principali: St-Onge, Guillaume, Young, Jean-Gabriel, Hébert-Dufresne, Laurent, Dubé, Louis J.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2019
Soggetti:
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6839824/
https://ncbi.nlm.nih.gov/pubmed/31708586
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.cpc.2019.02.008
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