This is a Julia package for calculating the resistance distance matrix of a graph.
To install the package, use the following command in the Julia package manager:
using Pkg
Pkg.add("ResistanceDistance")
This package provides functions to calculate resistance distances in a graph. You can use the following functions in your Julia code:
This function calculates the resistance distance matrix for a given graph, which represents the resistance distances between all pairs of nodes in the graph.
g
: The graph for which the resistance distance matrix is to be calculated.
- A matrix where the element at the i-th row and j-th column represents the resistance distance between nodes
i
andj
.
using Graphs,ResistanceDistance
# Create a graph (replace with your own graph creation code)
g = ladder_graph(4)
# Calculate the resistance distance matrix
matrix = resistance_distance_matrix(g)
println(matrix)
This function calculates the resistance distance between two nodes in a graph.
g
: The graph in which the resistance distance is to be calculated.i
: The first node.j
: The second node.
- The resistance distance between nodes
i
andj
.
using Graphs,ResistanceDistance
# Create a graph (replace with your own graph creation code)
g = ladder_graph(4)
# Calculate the resistance distance between nodes 1 and 5
distance = resistance_distance(g, 1, 5)
println("Resistance Distance between Node 1 and Node 5: $distance")
- The package implements the resistance distance calculation method described in the paper: "A Simple Method for Computing Resistance Distance" by Bapat, Ravindra B., Gutman, Ivan, and Xiao, Wenjun. You can find the paper at this link.