APSP (All-Pairs Shortest Paths (APSP))
Description
The shortest path problem is the problem of finding a path between two vertices (or nodes) in a graph such that the sum of the weights of its constituent edges is minimized.
Related Problems
Subproblem: APSP on Dense Directed Graphs with Arbitrary Weights, APSP on Dense Undirected Graphs with Arbitrary Weights, APSP on Geometrically Weighted Graphs, APSP on Dense Undirected Graphs with Positive Integer Weights, APSP on Sparse Directed Graphs with Arbitrary Weights, APSP on Sparse Undirected Graphs with Positive Integer Weights, APSP on Sparse Undirected Graphs with Arbitrary Weights, APSP on Dense Directed Unweighted Graphs, APSP on Dense Undirected Unweighted Graphs, APSP on Sparse Directed Unweighted Graphs, APSP on Sparse Undirected Unweighted Graphs, (5/3)-approximate ap-shortest paths
Related: APSP on Dense Undirected Graphs with Arbitrary Weights, APSP on Geometrically Weighted Graphs, APSP on Dense Undirected Graphs with Positive Integer Weights, APSP on Sparse Directed Graphs with Arbitrary Weights, APSP on Sparse Undirected Graphs with Positive Integer Weights, APSP on Sparse Undirected Graphs with Arbitrary Weights, APSP on Dense Directed Unweighted Graphs, APSP on Dense Undirected Unweighted Graphs, APSP on Sparse Directed Unweighted Graphs, APSP on Sparse Undirected Unweighted Graphs, (5/3)-approximate ap-shortest paths
Parameters
n: number of vertices
m: number of edges
Table of Algorithms
| Name | Year | Time | Space | Approximation Factor | Model | Reference |
|---|---|---|---|---|---|---|
| Shimbel Algorithm | 1953 | $O(V^{4})$ | $O(V^{2})$ | Exact | Deterministic | Time |
| Floyd–Warshall algorithm | 1962 | $O(V^{3})$ | $O(V^{2})$ | Exact | Deterministic | Time |
| Seidel's algorithm | 1995 | $O (V^{2.{37}3} \log V)$ | $O(V^{2})$ | Exact | Deterministic | Time |
| Williams | 2014 | $O(V^{3} /{2}^{(\log V)^{0.5}})$ | $O(V^{2})$ | Exact | Deterministic | Time |
| Pettie & Ramachandran | 2002 | $O(EV \log \alpha(E,V))$ | Exact | Deterministic | Time | |
| Thorup | 1999 | $O(EV)$ | $O(EV)$ | Exact | Deterministic | Time & Space |
| Chan (Geometrically Weighted) | 2009 | $O(V^{2.{84}4})$ | $O(l V^{2})$ | Exact | Deterministic | Time |
| Chan | 2009 | $O(V^{3} \log^{3} \log V / \log^{2} V)$ | $O(V^{2})$ | Exact | Deterministic | Time |
Time Complexity Graph
_-_APSP_-_Time.png)
Space Complexity Graph
_-_APSP_-_Space.png)
Pareto Frontier Improvements Graph
_-_APSP_-_Pareto_Frontier.png)