floyd_warshall

floyd_warshall(G, weight='weight')

Find all-pairs shortest path lengths using Floyd’s algorithm.

Parameters

GNetworkX graph

weight: string, optional (default= ‘weight’)

Edge data key corresponding to the edge weight.

Returns

distancedict

A dictionary, keyed by source and target, of shortest paths distances between nodes.

See also

floyd_warshall_predecessor_and_distance

floyd_warshall_numpy

all_pairs_shortest_path

all_pairs_shortest_path_length

Notes

Floyd’s algorithm is appropriate for finding shortest paths in dense graphs or graphs with negative weights when Dijkstra’s algorithm fails. This algorithm can still fail if there are negative cycles. It has running time \(O(n^3)\) with running space of \(O(n^2)\).