LibCoopt: A library for combinatorial optimization on partial permutation matrices
Liu, Zhi-Yong1,3,4; Wang, Jing-Jing1; Yang, Xu1; Feng, Shi-Hao2
2017-05-10
发表期刊NEUROCOMPUTING
卷号237期号:no页码:414-417
文章类型Article
摘要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.
关键词Combinatorial Optimization Partial Permutation Matrices Graduated Projection Deterministic Annealing
WOS标题词Science & Technology ; Technology
DOI10.1016/j.neucom.2016.11.048
关键词[WOS]GNCCP
收录类别SCI
语种英语
项目资助者National Foundation of Science of China (NFSC)(61375005 ; Ministry of Science and Technology of China (MOST)(2015BAK35B00 ; U1613213 ; 2015BAK35B01) ; 61033011)
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence
WOS记录号WOS:000397356700040
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/14125
专题复杂系统管理与控制国家重点实验室_机器人理论与应用
作者单位1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
2.Shanghai Jiao Tong Univ, Sch Elect & Informat Engn, Shanghai 200240, Peoples R China
3.CAS Ctr Excellence Brain Sci & Intelligence Techn, Shanghai 200031, Peoples R China
4.Univ Chinese Acad Sci, Sch Comp & Control Engn, Beijing 100049, Peoples R China
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GB/T 7714
Liu, Zhi-Yong,Wang, Jing-Jing,Yang, Xu,et al. LibCoopt: A library for combinatorial optimization on partial permutation matrices[J]. NEUROCOMPUTING,2017,237(no):414-417.
APA Liu, Zhi-Yong,Wang, Jing-Jing,Yang, Xu,&Feng, Shi-Hao.(2017).LibCoopt: A library for combinatorial optimization on partial permutation matrices.NEUROCOMPUTING,237(no),414-417.
MLA Liu, Zhi-Yong,et al."LibCoopt: A library for combinatorial optimization on partial permutation matrices".NEUROCOMPUTING 237.no(2017):414-417.
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