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Information theory perspective on network robustness

Autor
Schieber, T.A.; Carpi, L.; Frery, A.; Rosso, Osvaldo Anibal; Pardalos, P.M.; Ravetti, M.G
Tipus d'activitat
Article en revista
Revista
Physics letters A
Data de publicació
2016-01-28
Volum
380
Número
3
Pàgina inicial
359
Pàgina final
364
DOI
https://doi.org/10.1016/j.physleta.2015.10.055 Obrir en finestra nova
URL
http://www.sciencedirect.com/science/article/pii/S0375960115009275 Obrir en finestra nova
Resum
A crucial challenge in network theory is the study of the robustness of a network when facing a sequence of failures. In this work, we propose a dynamical definition of network robustness based on Information Theory, that considers measurements of the structural changes caused by failures of the network's components. Failures are defined here as a temporal process defined in a sequence. Robustness is then evaluated by measuring dissimilarities between topologies after each time step of the seque...
Paraules clau
Complex networks, Information theory, Network robustness

Participants

  • Schieber, Tiabo A.  (autor)
  • Carpi, Laura C.  (autor)
  • Frery, Alejandro C.  (autor)
  • Rosso, Osvaldo Anibal  (autor)
  • Pardalos, Panos M.  (autor)
  • Ravetti, Martin G.  (autor)