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arxiv: cond-mat/0703055 · v1 · submitted 2007-03-02 · ❄️ cond-mat.stat-mech

Spectral densities of scale-free networks

classification ❄️ cond-mat.stat-mech
keywords betadegreedensitiesexponentlimitnetworksrandomscale-free
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The spectral densities of the weighted Laplacian, random walk and weighted adjacency matrices associated with a random complex network are studied using the replica method. The link weights are parametrized by a weight exponent $\beta$. Explicit results are obtained for scale-free networks in the limit of large mean degree after the thermodynamic limit, for arbitrary degree exponent and $\beta$.

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