Weighted competition scale-free network

Shijun Wang and Changshui Zhang
Phys. Rev. E 70, 066127 – Published 20 December 2004

Abstract

While many scale-free (SF) networks have been introduced recently for complex systems, most of them are binary random graphs and the rate at which the node in the network increases its connectivity depends on the time it arrived. We propose a model of weighted scale-free networks incorporating a fit-gets-richer scheme which means the connectivity of the node depends on both the degree and fitness of the node. The topology and weights of links of the network evolve as time goes on. The combined numerical and analytical approach indicates that asymptotically the scaling behaviors of the total weight distribution and the connectivity distribution are identical. The asymptotical sameness has also been observed in real networks.

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  • Received 23 July 2004

DOI:https://doi.org/10.1103/PhysRevE.70.066127

©2004 American Physical Society

Authors & Affiliations

Shijun Wang* and Changshui Zhang

  • State Key Laboratory of Intelligent Technology and Systems, Department of Automation, Tsinghua University, Beijing 100084, China

  • *Electronic address: wsj02@mails.tsinghua.edu.cn

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Issue

Vol. 70, Iss. 6 — December 2004

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