Articulation points in complex networks

Liang Tian, Amir Bashan, Da Ning Shi, Yang Yu Liu

Research output: Contribution to journalArticlepeer-review

86 Scopus citations

Abstract

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.

Original languageEnglish
Article number14223
JournalNature Communications
Volume8
DOIs
StatePublished - 31 Jan 2017

Bibliographical note

Publisher Copyright:
© The Author(s) 2017.

Funding

This work was partially supported by the John Templeton Foundation (Award No 51977), National Natural Science Foundation of China (grants nos. 11505095 and 11374159), and the Fundamental Research Funds for the Central Universities of China (grants nos NS2014072 and NZ2015110).

FundersFunder number
Fundamental Research Funds for the Central Universities of ChinaNS2014072, NZ2015110
John Templeton Foundation51977
National Natural Science Foundation of China11374159, 11505095

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