View source: R/graphFeatures.R
natural.connectivity | R Documentation |
Compute the natural connectivity of a graph
natural.connectivity(G, eig = NULL, norm = TRUE)
G |
a |
eig |
precomputed list of eigen vals/vectors (output from |
norm |
should the natural connectivity score be normalized |
The natural connectivity of a graph is a useful robustness measure of complex networks, corresponding to the average eigenvalue of the adjacency matrix.
numeric natural connectivity score
Jun, W., Barahona, M., Yue-Jin, T., & Hong-Zhong, D. (2010). Natural Connectivity of Complex Networks. Chinese Physics Letters, 27(7), 78902. doi:10.1088/0256-307X/27/7/078902
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