steiner_tree

steiner_tree(G, terminal_nodes, weight='weight')

Return an approximation to the minimum Steiner tree of a graph.

The minimum Steiner tree of G w.r.t a set of terminal_nodes is a tree within G that spans those nodes and has minimum size (sum of edge weights) among all such trees.

The minimum Steiner tree can be approximated by computing the minimum spanning tree of the subgraph of the metric closure of G induced by the terminal nodes, where the metric closure of G is the complete graph in which each edge is weighted by the shortest path distance between the nodes in G . This algorithm produces a tree whose weight is within a (2 - (2 / t)) factor of the weight of the optimal Steiner tree where t is number of terminal nodes.

Parameters

GNetworkX graph

terminal_nodeslist

A list of terminal nodes for which minimum steiner tree is to be found.

Returns

NetworkX graph

Approximation to the minimum steiner tree of G induced by terminal_nodes .

Notes

For multigraphs, the edge between two nodes with minimum weight is the edge put into the Steiner tree.

References

1

Steiner_tree_problem on Wikipedia. https://en.wikipedia.org/wiki/Steiner_tree_problem