Faster Jonker-Volgenant Assignment Algorithm

バージョン 1.1.0.0 (4.76 KB) 作成者: Eric Trautmann
This is a modification made to Yi Cao's original JV algorithm code to improve speed.
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更新 2012/7/3

ライセンスの表示

This updated version performs the JV algorithm for a standard assignment problem for only valid entries in the cost matrix.

The modification removes rows and columns of the matrix where all values are inf, which is useful for applications where it is necessary to mask off certain assignments, such as in the k-best assignment algorithm (Murty algorithm).

The improvement in the runtime is dependent upon how many rows/cols are masked, but can be as 7-20x for many cases.

Yi Cao agreed to let me post this update, and the majority of the code is his.

引用

Eric Trautmann (2024). Faster Jonker-Volgenant Assignment Algorithm (https://www.mathworks.com/matlabcentral/fileexchange/30838-faster-jonker-volgenant-assignment-algorithm), MATLAB Central File Exchange. 取得済み .

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バージョン 公開済み リリース ノート
1.1.0.0

Thanks to Mark Tincknell for submitting an update to generalize this for arbitrary rectangular matrices.
1.0.0.0