Authors
Chaoming Song, Shlomo Havlin, Hernan A Makse
Publication date
2005/1/27
Journal
Nature
Volume
433
Issue
7024
Pages
392-395
Publisher
Nature Publishing Group UK
Description
Complex networks have been studied extensively owing to their relevance to many real systems such as the world-wide web, the Internet, energy landscapes and biological and social networks,,,,. A large number of real networks are referred to as ‘scale-free’ because they show a power-law distribution of the number of links per node,,. However, it is widely believed that complex networks are not invariant or self-similar under a length-scale transformation. This conclusion originates from the ‘small-world’ property of these networks, which implies that the number of nodes increases exponentially with the ‘diameter’ of the network,,,, rather than the power-law relation expected for a self-similar structure. Here we analyse a variety of real complex networks and find that, on the contrary, they consist of self-repeating patterns on all length scales. This result is achieved by the application of a renormalization procedure that …
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