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 language | English |
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Article number | 14223 |
Journal | Nature Communications |
Volume | 8 |
DOIs | |
State | Published - 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).
Funders | Funder number |
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Fundamental Research Funds for the Central Universities of China | NS2014072, NZ2015110 |
John Templeton Foundation | 51977 |
National Natural Science Foundation of China | 11374159, 11505095 |