Unevenness of loop location in complex networks

An Zeng, Yanqing Hu, and Zengru Di
Phys. Rev. E 81, 046121 – Published 30 April 2010

Abstract

The loop structure plays an important role in many aspects of complex networks and attracts much attention. Among the previous works, Bianconi et al. [Phys. Rev. Lett. 100, 118701 (2008)] found that real networks often have very few short loops as compared to random models. In this paper, we focus on the uneven location of loops which makes some parts of the network rich while some other parts sparse in loops. We propose a node removing process to analyze the unevenness and find rich loop cores can exist in many real networks such as neural networks and food web networks. Finally, an index is presented to quantify the unevenness of loop location in complex networks.

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  • Received 13 December 2009

DOI:https://doi.org/10.1103/PhysRevE.81.046121

©2010 American Physical Society

Authors & Affiliations

An Zeng, Yanqing Hu, and Zengru Di*

  • Department of Systems Science, School of Management and Center for Complexity Research, Beijing Normal University, Beijing 100875, China

  • *zdi@bnu.edu.cn

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Issue

Vol. 81, Iss. 4 — April 2010

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