GetJensenShannonDivergence: Calculate the Jensen-Shannon Divergence of two networks

In manlius/muxViz: MuxViz - Visualization and Analysis of Multilayer Networks

Calculate the Jensen-Shannon Divergence of two networks

Description

Calculate the Jensen-Shannon Divergence of two networks

Usage

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

manlius/muxViz documentation built on March 1, 2023, 10:28 a.m.