Munkres algorithm (also known as Hungarian algorithm) is an efficient algorithm to solve the assignment problem in polynomial-time. The algorithm has many applications in combinatorial optimization, for example in Traveling Salesman problem.
There are a few submissions in the File Exchange for the Munkres algorithm. However, most of them are not efficient. Therefore, I decided to develop my own code. By comparing with existing programms, this code is about two to 5 times faster. For instance, for a 400 x 400 random example, this code can solve it in 4 to 6 seconds, whilst other programs have to take about 17 to 35 seconds.
引用
Yi Cao (2024). Munkres Assignment Algorithm (https://www.mathworks.com/matlabcentral/fileexchange/20328-munkres-assignment-algorithm), MATLAB Central File Exchange. に取得済み.
MATLAB リリースの互換性
プラットフォームの互換性
Windows macOS Linuxカテゴリ
タグ
謝辞
ヒントを得たファイル: assignprob.zip, Functions for the rectangular assignment problem
ヒントを与えたファイル: Hungarian Algorithm for Linear Assignment Problems (V2.3), LAPJV - Jonker-Volgenant Algorithm for Linear Assignment Problem V3.0, K-Best Assignment Algorithm
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!バージョン | 公開済み | リリース ノート | |
---|---|---|---|
1.0.0.0 | fix a bug to handle nan elements. |