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Articulation points in complex networks
An articulation point in a network is a node whose removal disconnects the network. Those nodes play key roles in ensuring connectivity of many real-world networks, from infrastructure networks to protein interaction networks and terrorist communication networks. Despite their fundamental importance...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5290321/ https://www.ncbi.nlm.nih.gov/pubmed/28139697 http://dx.doi.org/10.1038/ncomms14223 |
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author | Tian, Liang Bashan, Amir Shi, Da-Ning Liu, Yang-Yu |
author_facet | Tian, Liang Bashan, Amir Shi, Da-Ning Liu, Yang-Yu |
author_sort | Tian, Liang |
collection | PubMed |
description | An articulation point in a network is a node whose removal disconnects the network. Those nodes play key roles in ensuring connectivity of many real-world networks, from infrastructure networks to protein interaction networks and terrorist communication networks. Despite their fundamental importance, a general framework of studying articulation points in complex networks is lacking. Here we develop analytical tools to study key issues pertinent to articulation points, such as the expected number of them and the network vulnerability against their removal, in an arbitrary complex network. We find that a greedy articulation point removal process provides us a different perspective on the organizational principles of complex networks. Moreover, this process results in a rich phase diagram with two fundamentally different types of percolation transitions. Our results shed light on the design of more resilient infrastructure networks and the effective destruction of terrorist communication networks. |
format | Online Article Text |
id | pubmed-5290321 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-52903212017-02-07 Articulation points in complex networks Tian, Liang Bashan, Amir Shi, Da-Ning Liu, Yang-Yu Nat Commun Article An articulation point in a network is a node whose removal disconnects the network. Those nodes play key roles in ensuring connectivity of many real-world networks, from infrastructure networks to protein interaction networks and terrorist communication networks. Despite their fundamental importance, a general framework of studying articulation points in complex networks is lacking. Here we develop analytical tools to study key issues pertinent to articulation points, such as the expected number of them and the network vulnerability against their removal, in an arbitrary complex network. We find that a greedy articulation point removal process provides us a different perspective on the organizational principles of complex networks. Moreover, this process results in a rich phase diagram with two fundamentally different types of percolation transitions. Our results shed light on the design of more resilient infrastructure networks and the effective destruction of terrorist communication networks. Nature Publishing Group 2017-01-31 /pmc/articles/PMC5290321/ /pubmed/28139697 http://dx.doi.org/10.1038/ncomms14223 Text en Copyright © 2017, The Author(s) 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 Tian, Liang Bashan, Amir Shi, Da-Ning Liu, Yang-Yu Articulation points in complex networks |
title | Articulation points in complex networks |
title_full | Articulation points in complex networks |
title_fullStr | Articulation points in complex networks |
title_full_unstemmed | Articulation points in complex networks |
title_short | Articulation points in complex networks |
title_sort | articulation points in complex networks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5290321/ https://www.ncbi.nlm.nih.gov/pubmed/28139697 http://dx.doi.org/10.1038/ncomms14223 |
work_keys_str_mv | AT tianliang articulationpointsincomplexnetworks AT bashanamir articulationpointsincomplexnetworks AT shidaning articulationpointsincomplexnetworks AT liuyangyu articulationpointsincomplexnetworks |