gnr_graph#
- gnr_graph(n, p, create_using=None, seed=None)[source]#
Returns the growing network with redirection (GNR) digraph with
n
nodes and redirection probabilityp
.The GNR graph is built by adding nodes one at a time with a link to one previously added node. The previous target node is chosen uniformly at random. With probability
p
the link is instead “redirected” to the successor node of the target.The graph is always a (directed) tree.
- Parameters:
- nint
The number of nodes for the generated graph.
- pfloat
The redirection probability.
- create_usingNetworkX graph constructor, optional (default DiGraph)
Graph type to create. If graph instance, then cleared before populated.
- seedinteger, random_state, or None (default)
Indicator of random number generation state. See Randomness.
References
[1]P. L. Krapivsky and S. Redner, Organization of Growing Random Networks, Phys. Rev. E, 63, 066123, 2001.
Examples
To create the undirected GNR graph, use the
to_directed()
method:>>> D = nx.gnr_graph(10, 0.5) # the GNR graph >>> G = D.to_undirected() # the undirected version