Loading...
Loading...

Go to the content (press return)

Relating topological determinants of complex networks to their spectral properties: structural and dynamical effects

Author
Castellano, C.; Pastor-Satorras, R.
Type of activity
Journal article
Journal
Physical Review X
Date of publication
2017-10-27
Volume
7
Number
4
First page
1
Last page
12
DOI
https://doi.org/10.1103/PhysRevX.7.041024 Open in new window
Repository
http://hdl.handle.net/2117/111394 Open in new window
URL
https://journals.aps.org/prx/abstract/10.1103/PhysRevX.7.041024 Open in new window
Abstract
The largest eigenvalue of a network’s adjacency matrix and its associated principal eigenvector are key elements for determining the topological structure and the properties of dynamical processes mediated by it. We present a physically grounded expression relating the value of the largest eigenvalue of a given network to the largest eigenvalue of two network subgraphs, considered as isolated: the hub with its immediate neighbors and the densely connected set of nodes with maximum K -core ind...
Citation
Castellano, C., Pastor-Satorras, R. Relating topological determinants of complex networks to their spectral properties: structural and dynamical effects. "Physical Review X", 27 Octubre 2017, vol. 7, núm. 4, p. 1-12.
Keywords
Complex Systems, Statistical Physics
Group of research
SIMCON - First-principles approaches to condensed matter physics: quantum effects and complexity

Participants

Attachments