Volume 77, Number 1, January 2007
|Number of page(s)||5|
|Section||Interdisciplinary Physics and Related Areas of Science and Technology|
|Published online||03 January 2007|
-scaffold subgraphs of complex networks
ICREA-Complex Systems Lab, Universitat Pompeu Fabra - Dr. Aiguader 80, 08003 Barcelona, Spain
2 Santa Fe Institute - 1399 Hyde Park Road, NM 87501, USA
Corresponding author: email@example.com
Accepted: 9 November 2006
Complex networks with high numbers of nodes or links are often difficult to analyse. However, not all elements contribute equally to their structural patterns. A small number of elements (the hubs) seem to play a particularly relevant role in organizing the overall structure around them. But other parts of the architecture (such as hub-hub connecting elements) are also important. In this letter we present a new type of substructure, to be named the K-scaffold subgraph, able to capture all the essential network components. Their key features, including the so-called critical scaffold graph, are analytically derived.
PACS: 89.75.Fb – Structures and organization in complex systems / 05.70.Jk – Critical point phenomena / 64.60.Ak – Renormalization-group, fractal, and percolation studies of phase transitions
© Europhysics Letters Association, 2007
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