largest_common_cc: Find the largest common connected subgraph (LCCS) of two...

In dpmcsuss/iGraphMatch: Tools for Graph Matching

Find the largest common connected subgraph (LCCS) of two graphs

Description

Find the largest common connected subgraphs of two matched graphs, which is an induced connected subgraph of both graphs that has as many vertices as possible. The largest_cc function returns the largest connected subgraph of a single graph.

Usage

largest_common_cc(A, B, min_degree = 1)

largest_cc(A)

Arguments

A	A matrix or an igraph object. See check_graph. Must be single-layer.
B	A matrix or an igraph object. See check_graph. Must be single-layer.
min_degree	A number. Defines the level of connectedness of the obtained largest common connected subgraph. The induced subgraph is a graph with a minimum vertex-degree of at least min_degree.

Value

largest_common_cc returns the common largest connected subgraphs of two aligned graphs in the igraph object form and a logical vector indicating which vertices in the original graphs remain in the induced subgraph.

Examples

cgnp_pair <- sample_correlated_gnp_pair(n = 10, corr =  0.7, p =  0.2)
g1 <- cgnp_pair$graph1
g2 <- cgnp_pair$graph2
# put no constraint on the minimum degree of the common largest conncect subgraph
lccs1 <- largest_common_cc(g1, g2, min_degree = 1)
# induced subgraph
lccs1$g1
lccs1$g2
# label of vertices of the induced subgraph in the original graph
igraph::V(g1)[lccs1$keep]

# obtain a common largest connect subgraph with each vertex having a minimum degree of 3
lccs3 <- largest_common_cc(g1, g2, min_degree = 3)

g <- igraph::sample_gnp(100, .01)
lcc <- largest_cc(g)
# induced subgraph
lcc$g
# label of vertices of the induced subgraph in the original graph
igraph::V(g)[lcc$keep]

dpmcsuss/iGraphMatch documentation built on May 22, 2024, 8:52 p.m.