Weighted evolving networks: coupling topology and weights dynamics

Details Weighted evolving networks: coupling topology and weights dynamics Weighted evolving networks: coupling topology and weights dynamics

2004-01-06

arxiv.org/abs/cond-mat/0401057v2

Phys. Rev. Lett. 92, 228701 (2004)

Physics

Condensed Matter

Disordered Systems and Neural Networks

4 pages, 4 figures

Scientific paper

10.1103/PhysRevLett.92.228701

We propose a model for the growth of weighted networks that couples the establishment of new edges and vertices and the weights' dynamical evolution. The model is based on a simple weight-driven dynamics and generates networks exhibiting the statistical properties observed in several real-world systems. In particular, the model yields a non-trivial time evolution of vertices' properties and scale-free behavior for the weight, strength and degree distributions.

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