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Fan, JF; Dong, GG; Shekhtman, LM; Zhou, D; Meng, J; Chen, XS; Havlin, S
Structural resilience of spatial networks with inter-links behaving as an external field
Source PublicationNEW JOURNAL OF PHYSICS
Language英语
KeywordINTERDEPENDENT NETWORKS COMPLEX NETWORKS PERCOLATION
AbstractMany real systems such as, roads, shipping routes, and infrastructure systems can be modeled based on spatially embedded networks. The inter-links between two distant spatial networks, such as those formed by transcontinental airline flights, play a crucial role in optimizing communication and transportation over such long distances. Still, little is known about how inter-links affect the structural resilience of such systems. Here, we develop a framework to study the structural resilience of interlinked spatially embedded networks based on percolation theory. We find that the inter-links can be regarded as an external field near the percolation phase transition, analogous to a magnetic field in a ferromagnetic-paramagnetic spin system. By defining the analogous critical exponents delta and gamma, we find that their values for various inter-links structures follow Widom's scaling relations. Furthermore, we study the optimal robustness of our model and compare it with the analysis of real-world networks. The framework presented here not only facilitates the understanding of phase transitions with external fields in complex networks but also provides insight into optimizing real-world infrastructure networks.
2018
ISSN1367-2630
Volume20Pages:93003
Subject AreaPhysics
MOST Discipline CataloguePhysics, Multidisciplinary
DOI10.1088/1367-2630/aadceb
Indexed BySCIE
Citation statistics
Document Type期刊论文
Identifierhttp://ir.itp.ac.cn/handle/311006/22825
Collection理论物理所科研产出_SCI论文
Affiliation1.Bar Ilan Univ, Dept Phys, IL-52900 Ramat Gan, Israel
2.Jiangsu Univ, Fac Sci, Inst Appl Syst Anal, Zhenjiang 212013, Jiangsu, Peoples R China
3.Jiangsu Univ, Fac Sci, Energy Dev & Environm Protect Strategy Res Ctr, Zhenjiang 212013, Jiangsu, Peoples R China
4.Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
5.Boston Univ, Dept Phys, 590 Commonwealth Ave, Boston, MA 02215 USA
6.Chinese Acad Sci, Inst Theoret Phys, CAS Key Lab Theoret Phys, Beijing 100190, Peoples R China
7.Univ Chinese Acad Sci, Sch Phys Sci, Beijing 100049, Peoples R China
Recommended Citation
GB/T 7714
Fan, JF,Dong, GG,Shekhtman, LM,et al. Structural resilience of spatial networks with inter-links behaving as an external field[J]. NEW JOURNAL OF PHYSICS,2018,20:93003.
APA Fan, JF.,Dong, GG.,Shekhtman, LM.,Zhou, D.,Meng, J.,...&Havlin, S.(2018).Structural resilience of spatial networks with inter-links behaving as an external field.NEW JOURNAL OF PHYSICS,20,93003.
MLA Fan, JF,et al."Structural resilience of spatial networks with inter-links behaving as an external field".NEW JOURNAL OF PHYSICS 20(2018):93003.
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