Evolution of Correlations in Complex Networks

Evolution of Correlations in Complex Networks

We investigate in detail the mechanisms under which degree correlations evolve in complex networks. We consider the case where a vertex is entering the network at each time, carrying a predefined number of edges. We prove in this work, that the same elementary interactions which is responsible for e...

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Veröffentlicht in:Journal of physics. Conference series 2013-01, Vol.410 (1), p.12093-6
Hauptverfasser: Stamos, M M, Parousis-Orthodoxou, K J, Vlachos, D S
Format: Artikel
Sprache:eng
Schlagworte:
Correlation
Correlation analysis
Evolution
Graph theory
Networks
Physics
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Beschreibung
Zusammenfassung:We investigate in detail the mechanisms under which degree correlations evolve in complex networks. We consider the case where a vertex is entering the network at each time, carrying a predefined number of edges. We prove in this work, that the same elementary interactions which is responsible for emerging of scaling in complex networks, can give several patterns of degree corellations. As a test case, the effect of preferential attachement rule in degree correlations is studied in detail.
ISSN:1742-6596
1742-6588
1742-6596
DOI:10.1088/1742-6596/410/1/012093