Identification of phases in scale-free networks
无序系统与神经网络
2007-05-23 v1
摘要
There is a pressing need for a description of complex systems that includes considerations of the underlying network of interactions, for a diverse range of biological, technological and other networks. In this work relationships between second-order phase transitions and the power laws associated with scale-free networks are directly quantified. A unique unbiased partitioning of complex networks (exemplified in this work by software architectures) into high- and low-connectivity regions can be made. Other applications to finance and aerogels are outlined.
引用
@article{arxiv.cond-mat/0410528,
title = {Identification of phases in scale-free networks},
author = {Samantha Jenkins and Steven R. Kirk},
journal= {arXiv preprint arXiv:cond-mat/0410528},
year = {2007}
}
备注
12 pages, 5 figures