Correlated Edge Overlaps in Multiplex Networks

Autor: Baxter, Gareth J., Bianconi, Ginestra, da Costa, Rui A., Dorogovtsev, Sergey N., Mendes, José F. F.
Rok vydání: 2016
Předmět:
Zdroj: Phys. Rev. E 94, 012303 (2016)
Druh dokumentu: Working Paper
DOI: 10.1103/PhysRevE.94.012303
Popis: We develop the theory of sparse multiplex networks with partially overlapping links based on their local tree-likeness. This theory enables us to find the giant mutually connected component in a two-layer multiplex network with arbitrary correlations between connections of different types. We find that correlations between the overlapping and non-overlapping links markedly change the phase diagram of the system, leading to multiple hybrid phase transitions. For assortative correlations we observe recurrent hybrid phase transitions.
Comment: 9 pages, 5 figures
Databáze: arXiv