Finding an optimal strategy at a minimum cost to efficiently disintegrate a harmful network into isolated components is an important and interesting problem, with applications in particular to anti-terrorism measures and epidemic control. This paper focuses on optimal disintegration strategies for spatial networks, aiming to find an appropriate set of nodes or links whose removal would result in maximal network fragmentation. We refer to the sum of the degree of nodes and the number of links in a specific region as region centrality. This metric provides a comprehensive account of both topological properties and geographic structure. Numerical experiments on both synthetic and real-world networks demonstrate that the strategy is significantly superior to conventional methods in terms of both effectiveness and efficiency. Moreover, our strategy tends to cover those nodes close to the average degree of the network rather than concentrating on nodes with higher centrality.
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June 2021
Research Article|
June 01 2021
Disintegrating spatial networks based on region centrality
Special Collection:
Recent Advances in Modeling Complex Systems: Theory and Applications
Zhi-Gang Wang
;
Zhi-Gang Wang
1
International Academic Center of Complex Systems, Beijing Normal University
, Zhuhai 519087, People’s Republic of China
2
School of Systems Science, Beijing Normal University, Beijing 100875
, People’s Republic of China
Search for other works by this author on:
Ye Deng
;
Ye Deng
a)
1
International Academic Center of Complex Systems, Beijing Normal University
, Zhuhai 519087, People’s Republic of China
Search for other works by this author on:
Ze Wang;
Ze Wang
1
International Academic Center of Complex Systems, Beijing Normal University
, Zhuhai 519087, People’s Republic of China
2
School of Systems Science, Beijing Normal University, Beijing 100875
, People’s Republic of China
Search for other works by this author on:
Note: This paper belongs to the Focus Issue, Recent Advances in Modeling Complex Systems: Theory and Applications.
Chaos 31, 061101 (2021)
Article history
Received:
February 06 2021
Accepted:
May 07 2021
Citation
Zhi-Gang Wang, Ye Deng, Ze Wang, Jun Wu; Disintegrating spatial networks based on region centrality. Chaos 1 June 2021; 31 (6): 061101. https://doi.org/10.1063/5.0046731
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