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How Inhomogeneous Site Percolation Works on Bethe Lattices: Theory and Application

Inhomogeneous percolation, for its closer relationship with real-life, can be more useful and reasonable than homogeneous percolation to illustrate the critical phenomena and dynamical behaviour of complex networks. However, due to its intricacy, the theoretical framework of inhomogeneous percolatio...

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Autores principales: Ren, Jingli, Zhang, Liying, Siegmund, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4772486/
https://www.ncbi.nlm.nih.gov/pubmed/26926785
http://dx.doi.org/10.1038/srep22420
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author Ren, Jingli
Zhang, Liying
Siegmund, Stefan
author_facet Ren, Jingli
Zhang, Liying
Siegmund, Stefan
author_sort Ren, Jingli
collection PubMed
description Inhomogeneous percolation, for its closer relationship with real-life, can be more useful and reasonable than homogeneous percolation to illustrate the critical phenomena and dynamical behaviour of complex networks. However, due to its intricacy, the theoretical framework of inhomogeneous percolation is far from being complete and many challenging problems are still open. In this paper, we first investigate inhomogeneous site percolation on Bethe Lattices with two occupation probabilities, and then extend the result to percolation with m occupation probabilities. The critical behaviour of this inhomogeneous percolation is shown clearly by formulating the percolation probability [Image: see text] with given occupation probability p, the critical occupation probability [Image: see text], and the average cluster size [Image: see text] where p is subject to [Image: see text]. Moreover, using the above theory, we discuss in detail the diffusion behaviour of an infectious disease (SARS) and present specific disease-control strategies in consideration of groups with different infection probabilities.
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spelling pubmed-47724862016-03-07 How Inhomogeneous Site Percolation Works on Bethe Lattices: Theory and Application Ren, Jingli Zhang, Liying Siegmund, Stefan Sci Rep Article Inhomogeneous percolation, for its closer relationship with real-life, can be more useful and reasonable than homogeneous percolation to illustrate the critical phenomena and dynamical behaviour of complex networks. However, due to its intricacy, the theoretical framework of inhomogeneous percolation is far from being complete and many challenging problems are still open. In this paper, we first investigate inhomogeneous site percolation on Bethe Lattices with two occupation probabilities, and then extend the result to percolation with m occupation probabilities. The critical behaviour of this inhomogeneous percolation is shown clearly by formulating the percolation probability [Image: see text] with given occupation probability p, the critical occupation probability [Image: see text], and the average cluster size [Image: see text] where p is subject to [Image: see text]. Moreover, using the above theory, we discuss in detail the diffusion behaviour of an infectious disease (SARS) and present specific disease-control strategies in consideration of groups with different infection probabilities. Nature Publishing Group 2016-03-01 /pmc/articles/PMC4772486/ /pubmed/26926785 http://dx.doi.org/10.1038/srep22420 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Ren, Jingli
Zhang, Liying
Siegmund, Stefan
How Inhomogeneous Site Percolation Works on Bethe Lattices: Theory and Application
title How Inhomogeneous Site Percolation Works on Bethe Lattices: Theory and Application
title_full How Inhomogeneous Site Percolation Works on Bethe Lattices: Theory and Application
title_fullStr How Inhomogeneous Site Percolation Works on Bethe Lattices: Theory and Application
title_full_unstemmed How Inhomogeneous Site Percolation Works on Bethe Lattices: Theory and Application
title_short How Inhomogeneous Site Percolation Works on Bethe Lattices: Theory and Application
title_sort how inhomogeneous site percolation works on bethe lattices: theory and application
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4772486/
https://www.ncbi.nlm.nih.gov/pubmed/26926785
http://dx.doi.org/10.1038/srep22420
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