LibCoopt: A library for combinatorial optimization on partial permutation matrices

doi:10.1016/j.neucom.2016.11.048

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 机器人理论与应用

	LibCoopt: A library for combinatorial optimization on partial permutation matrices
	Liu, Zhi-Yong1,3,4 ; Wang, Jing-Jing1 ; Yang, Xu1 ; Feng, Shi-Hao 2
发表期刊	NEUROCOMPUTING
	2017-05-10
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
DOI	10.1016/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	多模态人工智能系统全国重点实验室_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
第一作者单位	中国科学院自动化研究所
推荐引用方式 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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