Modeling the multi-layer nature of the European Air Transport Network: Resilience and passengers re-scheduling under random failures

被引:226
作者
Cardillo, Alessio [1 ,2 ]
Zanin, Massimiliano [3 ,4 ,5 ]
Gomez-Gardenes, Jesus [1 ,2 ]
Romance, Miguel [3 ,6 ]
Garcia del Amo, Alejandro J. [3 ,6 ]
Boccaletti, Stefano [3 ]
机构
[1] Univ Zaragoza, Dept Condensed Matter Phys, E-50009 Zaragoza, Spain
[2] Univ Zaragoza, Inst Biocomputat & Phys Complex Syst BIFI, E-50009 Zaragoza, Spain
[3] Tech Univ Madrid, CTB, Madrid, Spain
[4] INNAXIS Fdn & Res Inst, Madrid, Spain
[5] Univ Nova Lisboa, Dept Engn Electrotecn, P-1200 Lisbon, Portugal
[6] Rey Juan Carlos Univ, Dept Appl Math, Madrid, Spain
关键词
European Physical Journal Special Topic; Degree Distribution; Multilayer Network; Random Failure; Aggregate Network;
D O I
10.1140/epjst/e2013-01712-8
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We study the dynamics of the European Air Transport Network by using a multiplex network formalism. We will consider the set of flights of each airline as an interdependent network and we analyze the resilience of the system against random flight failures in the passenger's rescheduling problem. A comparison between the single-plex approach and the corresponding multiplex one is presented illustrating that the multiplexity strongly affects the robustness of the European Air Network.
引用
收藏
页码:23 / 33
页数:11
相关论文
共 22 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]  
Association of European Airlines, 2007, YB 2007
[3]   Spatial networks [J].
Barthelemy, Marc .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2011, 499 (1-3) :1-101
[4]   Complex networks: Structure and dynamics [J].
Boccaletti, S. ;
Latora, V. ;
Moreno, Y. ;
Chavez, M. ;
Hwang, D. -U. .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2006, 424 (4-5) :175-308
[5]   Multiplexity-facilitated cascades in networks [J].
Brummitt, Charles D. ;
Lee, Kyu-Min ;
Goh, K. -I. .
PHYSICAL REVIEW E, 2012, 85 (04)
[6]   Catastrophic cascade of failures in interdependent networks [J].
Buldyrev, Sergey V. ;
Parshani, Roni ;
Paul, Gerald ;
Stanley, H. Eugene ;
Havlin, Shlomo .
NATURE, 2010, 464 (7291) :1025-1028
[7]  
Chou Y., 1990, Transp. Plan. Technol., V14, P243, DOI DOI 10.1080/03081069008717429
[8]   Analyzing and modeling real-world phenomena with complex networks: a survey of applications [J].
Costa, Luciano da Fontoura ;
Oliveira, Osvaldo N., Jr. ;
Travieso, Gonzalo ;
Rodrigues, Francisco Aparecido ;
Villas Boas, Paulino Ribeiro ;
Antiqueira, Lucas ;
Viana, Matheus Palhares ;
Correa Rocha, Luis Enrique .
ADVANCES IN PHYSICS, 2011, 60 (03) :329-412
[9]   A mathematical model for networks with structures in the mesoscale [J].
Criado, Regino ;
Flores, Julio ;
Garcia del Amo, Alejandro ;
Gomez-Gardenes, Jesus ;
Romance, Miguel .
INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2012, 89 (03) :291-309
[10]  
D'Souza R.M., 2009, ARXIV09070894