Finite connected components in infinite directed and multiplex networks with arbitrary degree distributions
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| Publication date | 11-2017 |
| Journal | Physical Review E |
| Article number | 052304 |
| Volume | Issue number | 96 | 5 |
| Number of pages | 12 |
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| Abstract |
This work presents exact expressions for size distributions of weak and multilayer connected components in two generalizations of the configuration model: networks with directed edges and multiplex networks with an arbitrary number of layers. The expressions are computable in a polynomial time and, under some restrictions, are tractable from the asymptotic theory point of view. If first partial moments of the degree distribution are finite, the size distribution for two-layer connected components in multiplex networks exhibits an exponent -3/2 in the critical regime, whereas the size distribution of weakly connected components in directed networks exhibits two critical exponents -1/2 and -3/2.
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| Document type | Article |
| Note | ©2017 American Physical Society |
| Language | English |
| Published at | https://doi.org/10.1103/PhysRevE.96.052304 |
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