Algorithm::Kuhn::Munkres - Determines the maximum weight perfect matching in a weighted complete bipartite graph
This document describes Algorithm::Kuhn::Munkres version 1.0.7
use Algorithm::Kuhn::Munkres qw( assign ); my @matrix = ([1,2,3,4],[2,4,6,8],[3,6,9,12],[4,8,12,16]); my ($cost,$mapping) = assign(@matrix);
Implementation of the Kuhn-Munkres algorithm. The algorithm finds the maximum weight perfect matching in a weighted complete bipartite graph. This problem is also known as the "Assignment Problem".
Determines the maximum weight perfect matching in a weighted complete bipartite graph. The single argument is a matrix representing the weights of the edges in the bipartite graph. The matrix must be implemented as a list of array objects. The output is a tuple consisting of the total weight (cost) of the perfect matching, and a reference to a hash representing edges in the mapping.
Synonym for max_weight_perfect_matching
Ideally, I would list every single error and warning message that the module can generate (even the ones that will "never happen"), with a full explanation of each problem, one or more likely causes, and any suggested remedies. I'm not that good a person right now.
Algorithm::Kuhn::Munkres requires no configuration files or environment variables.
List::Util
None reported.
No bugs have been reported.
Please report any bugs or feature requests to bug-algorithm-kuhn-munkres@rt.cpan.org, or through the web interface at http://rt.cpan.org.
bug-algorithm-kuhn-munkres@rt.cpan.org
Martin-Louis Bright <mlbright@gmail.com>
<mlbright@gmail.com>
This implementation is a translation of the python code at http://www.enseignement.polytechnique.fr/informatique/INF441/INF441b/code/kuhnMunkres.py
To understand the algorithm, the following web resources were invaluable: (http://www.cse.ust.hk/~golin/COMP572/Notes/Matching.pdf), (http://www.topcoder.com/tc?module=Static&d1=tutorials&d2=hungarianAlgorithm), (http://www.math.uwo.ca/~mdawes/courses/344/kuhn-munkres.pdf)
Copyright (c) 2010, Martin-Louis Bright <mlbright@gmail.com>. All rights reserved.
This module is free software; you can redistribute it and/or modify it under the same terms as Perl itself. See perlartistic.
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To install Algorithm::Kuhn::Munkres, copy and paste the appropriate command in to your terminal.
cpanm
cpanm Algorithm::Kuhn::Munkres
CPAN shell
perl -MCPAN -e shell install Algorithm::Kuhn::Munkres
For more information on module installation, please visit the detailed CPAN module installation guide.