kl_connected_subgraph#
- kl_connected_subgraph(G, k, l, low_memory=False, same_as_graph=False)[source]#
Returns the maximum locally (k, l)-connected subgraph of G.
A graph is locally (k, l)-connected if for each edge (u, v) in the graph there are at least l edge-disjoint paths of length at most k joining u to v.
- Parameters:
- GNetworkX graph
The graph in which to find a maximum locally (k, l)-connected subgraph.
- kinteger
The maximum length of paths to consider. A higher number means a looser connectivity requirement.
- linteger
The number of edge-disjoint paths. A higher number means a stricter connectivity requirement.
- low_memorybool
If this is True, this function uses an algorithm that uses slightly more time but less memory.
- same_as_graphbool
If True then return a tuple of the form (H, is_same), where H is the maximum locally (k, l)-connected subgraph and is_same is a Boolean representing whether G is locally (k, l)-connected (and hence, whether H is simply a copy of the input graph G).
- Returns:
- NetworkX graph or two-tuple
If same_as_graph is True, then this function returns a two-tuple as described above. Otherwise, it returns only the maximum locally (k, l)-connected subgraph.
See also
References
[1]Chung, Fan and Linyuan Lu. “The Small World Phenomenon in Hybrid Power Law Graphs.” Complex Networks. Springer Berlin Heidelberg, 2004. 89–104.