Floyd-Warshall algorithm {Rfast} | R Documentation |
Floyd-Warshall algorithm for shortest paths in a directed graph
Description
Floyd-Warshall algorithm for shortest paths in a directed graph.
Usage
floyd(x)
Arguments
x |
The adjacency matrix of a directed graph. A positive number (including) in x[i, j] indicates that there is an arrow from i to j and it also shows the cost of going from i to j. Hence, the algorithm will find not only the shortest path but also the with the smallest cost. A value of NA means that there is no path. Put positive number only, as negative will cause problems. |
Details
The Floyd-Warshall algorithm is designed to find the shortest path (if it exists) between two nodes in a graph.
Value
A matrix, say z, with 0 and positive numbers. The elements denote the length of the shortest path between each pair of points. If z[i, j] is zero it means that there is no cost from i to j. If z[i, j] has a positive value it means that the length of going from i to j is equal to that value.
Author(s)
John Burkardt (C++ code)
Ported into R and documentation: Manos Papadakis <papadakm95@gmail.com>.
References
Floyd, Robert W. (1962). Algorithm 97: Shortest Path. Communications of the ACM. 5(6): 345.
Warshall, Stephen (1962). A theorem on Boolean matrices. Journal of the ACM. 9 (1): 11-12.
https://en.wikipedia.org/wiki/Floyd
See Also
Examples
x <- matrix(NA, 10, 10)
x[sample(1:100, 10)] <- rpois(10, 3)
res<-floyd(x)