networkx.algorithms.community.lukes.lukes_partitioning¶

lukes_partitioning
(G, max_size: int, node_weight=None, edge_weight=None) → list[source]¶ Optimal partitioning of a weighted tree using the Lukes algorithm.
This algorithm partitions a connected, acyclic graph featuring integer node weights and float edge weights. The resulting clusters are such that the total weight of the nodes in each cluster does not exceed max_size and that the weight of the edges that are cut by the partition is minimum. The algorithm is based on LUKES[1].
 Parameters
G (graph)
max_size (int) – Maximum weight a partition can have in terms of sum of node_weight for all nodes in the partition
edge_weight (key) – Edge data key to use as weight. If None, the weights are all set to one.
node_weight (key) – Node data key to use as weight. If None, the weights are all set to one. The data must be int.
 Returns
partition – A list of sets of nodes representing the clusters of the partition.
 Return type
 Raises
References