logo
banner

Journals & Publications

Journals Publications Papers

Papers

LibCoopt: A Library for Combinatorial Optimization on Partial Permutation Matrices
Jul 24, 2017Author:
PrintText Size A A

Title: LibCoopt: A Library for Combinatorial Optimization on Partial Permutation Matrices

 Authors: Liu, ZY; Wang, JJ; Yang, X; Feng, SH

 Author Full Names: Liu, Zhi-Yong; Wang, Jing-Jing; Yang, Xu; Feng, Shi-Hao

 Source: NEUROCOMPUTING, 237 414-417; 10.1016/j.neucom.2016.11.048 MAY 10 2017

 Language: English

 Abstract: LibCoopt is an open-source matlab code library which provides a general and convenient tool to approximately solve the combinatorial optimization problems on the set of partial permutation matrices, which are frequently encountered in computer vision, bioinformatics, social analysis, etc. To use the library, the user needs only to give the objective function and its gradient function associated with the problem. Two typical problems, the subgraph matching problem and the quadratic assignment problem, are employed to illustrate how to use the library and also its flexibility on different types of problems.

 ISSN: 0925-2312

 eISSN: 1872-8286

 IDS Number: EP4NH

 Unique ID: WOS:000397356700040

*Click Here to View Full Record