English

Emergence of core-peripheries in networks

Physics and Society 2016-02-17 v1 Data Analysis, Statistics and Probability

Abstract

A number of important transport networks, such as the airline and trade networks of the world, exhibit a characteristic core-periphery structure, wherein a few nodes are highly interconnected and the rest of the network frays into a tree. Mechanisms underlying the emergence of core-peripheries, however, remain elusive. Here, we demonstrate that a simple pruning process based on removal of underutilized links and redistribution of loads can lead to the emergence of core-peripheries. Links are assumed beneficial if they either carry a sufficiently large load or are essential for global connectivity. This incentivized redistribution process is controlled by a single parameter which balances connectivity and profit. The obtained networks exhibit a highly resilient and connected core with a frayed periphery. The balanced network shows a higher resilience than the World Airline Network or the World Trade Network, revealing a pathway towards robust structural features through pruning.

Keywords

Cite

@article{arxiv.1602.00667,
  title  = {Emergence of core-peripheries in networks},
  author = {T. Verma and F. Russmann and N. A. M. Araújo and J. Nagler and H. J. Herrmann},
  journal= {arXiv preprint arXiv:1602.00667},
  year   = {2016}
}