inverse_line_graph#

inverse_line_graph(G)[source]#

Returns the inverse line graph of graph G.

If H is a graph, and G is the line graph of H, such that G = L(H). Then H is the inverse line graph of G.

Not all graphs are line graphs and these do not have an inverse line graph. In these cases this function raises a NetworkXError.

Parameters:

Ggraph: A NetworkX Graph

Returns:

Hgraph: The inverse line graph of G.

Raises:

NetworkXNotImplemented: If G is directed or a multigraph
NetworkXError: If G is not a line graph

Notes

This is an implementation of the Roussopoulos algorithm[R90abc5507a69-1]_.

If G consists of multiple components, then the algorithm doesn’t work. You should invert every component separately:

>>> K5 = nx.complete_graph(5)
>>> P4 = nx.Graph([("a", "b"), ("b", "c"), ("c", "d")])
>>> G = nx.union(K5, P4)
>>> root_graphs = []
>>> for comp in nx.connected_components(G):
...     root_graphs.append(nx.inverse_line_graph(G.subgraph(comp)))
>>> len(root_graphs)
2

References

[1]

Roussopoulos, N.D. , “A max {m, n} algorithm for determining the graph H from its line graph G”, Information Processing Letters 2, (1973), 108–112, ISSN 0020-0190, DOI link