Riccaboni, Massimo and Schiavo, Stefano Structure and growth of weighted networks. New Journal of Physics, 12 (2). 023003. ISSN 1367-2630 (2010)
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Abstract
We develop a simple theoretical framework for the evolution of weighted networks that is consistent with a number of stylized features of real-world data. In our framework, the Barabási–Albert model of network evolution is extended by assuming that link weights evolve according to a geometric Brownian motion. Our model is verified by means of simulations and real-world trade data. We show that the model correctly predicts the intensity and growth distribution of links, the size–variance relationship of the growth of link weights, the relationship between the degree and strength of nodes, and the scale-free structure of the network.
| Item Type: | Article |
|---|---|
| Identification Number: | 10.1088/1367-2630/12/2/023003 |
| Subjects: | H Social Sciences > HB Economic Theory Q Science > QC Physics |
| Research Area: | Computer Science and Applications |
| Depositing User: | Ms T. Iannizzi |
| Date Deposited: | 27 Mar 2014 14:26 |
| Last Modified: | 27 Mar 2014 14:26 |
| URI: | http://eprints.imtlucca.it/id/eprint/2186 |
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