Fig. 8: Approximation calculation. | Communications Physics

Fig. 8: Approximation calculation.

From: Identifying key players in complex networks via network entanglement

Fig. 8

Average spectral entropies of v-controlled networks Gv are compared between the exact and approximate values for three types of synthetic networks: a Erdős-Rényi network with P = 0.1, b Watts–Strogatz network with parameter K = 3 and P = 0.3, and c Barabási–Albert network with m = 3. In all cases, networks with N = 64 are considered. For (df), the horizontal and vertical coordinates of each dot are the exact and approximate values of vertex entanglement, and the Pearson correlations r between the exact and approximate VE values are reported at the top of each panel. Panels in (df) take the negative logarithm for negative values of VE (both exact and approximate values).

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