Calculate the Jensen-Shannon Divergence of two networks

Source: R/muxLib_annotated.R

Calculate the Jensen-Shannon Divergence of two networks

GetJensenShannonDivergence(
  AdjacencyMatrix1,
  AdjacencyMatrix2,
  VNEntropy1,
  VNEntropy2
)

Arguments

AdjacencyMatrix1

an adjacency matrix
AdjacencyMatrix2

an adjacency matrix
VNEntropy1

the value of the Von Neumann entropy of the corresponding (1st) adjacency matrix
VNEntropy2

the value of the Von Neumann entropy of the corresponding (2nd) adjacency matrix

Value

The Jensen–Shannon distance between the two networks

References

De Domenico, M., et al. Structural reducibility of multilayer networks. Nat Commun 6, 6864 (2015). doi 10.1038/ncomms7864