Figure 2 | Scientific Reports

Figure 2

From: A detailed characterization of complex networks using Information Theory

Figure 2

Results showing the relationship between Shannon Entropy and Fisher Information Measure with link density (a,b), and between Fisher Information Measure and Shannon Entropy for Watts-Strogatz networks (c). We restricted the analysis to N = 1000, \(k\in \{1,2,3,\ldots ,499,500\}\) and \(\beta \in \{0,0.001,0.002,\ldots ,0.99,1\}\); the downward red triangles correspond to \(k\)-rings (\({G}_{N,k}\) with β = 0); the upwards blue triangles are random graphs (\({G}_{N,k}\) with β = 1). The blue gradient from dark to light corresponds to rewiring probability β: the intensity of the blue color is inversely proportional to the value of β. The red arrows (c) identify the change of regime.

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