4 releases
0.2.1 | Sep 7, 2022 |
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0.2.0 | Sep 1, 2022 |
0.1.1 | Aug 31, 2022 |
0.1.0 | Aug 31, 2022 |
#1600 in Algorithms
86 downloads per month
Used in shikane
17KB
306 lines
This crate implements the Hopcroft-Karp algorithm to find maximum unweighted matchings in bipartite graph.
Basic usage
The crate provides the function hopcroft_karp::matching
(plus a few variants) which takes as input a vector of edges (encoding the bipartite graph) and returns a maximum matching as a vector of edges.
Example usage:
use hopcroft_karp::matching;
fn main() {
let edges = vec![(0,10), (0,11), (0,12), (1,11), (2,12)];
let res = matching(&edges);
assert_eq!(res.len(), 3);
}
matching
is generic over the vertex type, the trait bounds are Hash + Copy + Eq
. For types where the copy operation
is potentially expensive (e.g. strings) the crate provides the function hopcrof_karp::matching_mapped
which internally
maps the vertices onto integers and mostly avoids copying the type.
use hopcroft_karp::{matching, matching_mapped};
fn main() {
let edges = vec![("spiderman", "doc octopus"), ("spiderman", "sandman"), ("spiderman", "green goblin"),
("silk", "doc octopus"), ("silk", "green goblin"), ("daredevil", "sandman")];
let res = matching(&edges);
assert_eq!(res.len(), 3);
// For types where copying is expensive, use this instead
let res = matching_mapped(&edges);
assert_eq!(res.len(), 3);
}
Variants
The crate exposes further methods geared towards specific use-cases. If only the size of the matching is needed, hopcroft_karp::matching_size
avoids constructing the solution matching. If only a matching above a certain size is needed,
hopcroft_karp::bounded_matching
returns a result as soon as the matching size lies above the provided bound.
These variants come in all possible combinations, e.g. hopcroft_karp::bounded_matching_mapped_size
returns the size of
a matching above the provided bound (or a smaller value if the bound is larger than the maximum matching) while internally re-mapping the graph's vertices to avoid expensive copy operations.
Dependencies
~135KB