- graphscope.nx.generators.degree_seq.havel_hakimi_graph(deg_sequence, create_using=None)[source]#
Returns a simple graph with given degree sequence constructed using the Havel-Hakimi algorithm.
deg_sequence (list of integers) – Each integer corresponds to the degree of a node (need not be sorted).
create_using (NetworkX graph constructor, optional (default=nx.Graph)) – Graph type to create. If graph instance, then cleared before populated. Directed graphs are not allowed.
NetworkXException – For a non-graphical degree sequence (i.e. one not realizable by some simple graph).
The Havel-Hakimi algorithm constructs a simple graph by successively connecting the node of highest degree to other nodes of highest degree, resorting remaining nodes by degree, and repeating the process. The resulting graph has a high degree-associativity. Nodes are labeled 1,.., len(deg_sequence), corresponding to their position in deg_sequence.
The basic algorithm is from Hakimi 1 and was generalized by Kleitman and Wang 2.