南方科技大学知识苑(SUSTech KC): Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement Learning Model

题名	Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement Learning Model
作者	Zhenkun Wang1 ; Shunyu Yao2 ; Genghui Li2 ; Qingfu Zhang 3
通讯作者	Zhenkun Wang
发表日期	2023
DOI	10.1109/TCYB.2023.3312476
发表期刊	IEEE Transactions on Cybernetics 影响因子和分区
ISSN	2168-2275
卷号	PP 期号:99页码:1-13
关键词	Attention Mechanism Combinatorial Optimization (CO) Deep Reinforcement Learning Multiobjective Optimization Routing Network Traveling Salesman Problem
相关链接	[IEEE记录]
收录类别	SCI ; EI
语种	英语
学校署名	第一 ; 通讯
WOS记录号	WOS:001082761300001
EI入藏号	20234114861427
EI主题词	Approximation algorithms ; Combinatorial optimization ; Decoding ; Deep learning ; Heuristic algorithms ; Heuristic methods ; Multiobjective optimization ; Network routing ; Reinforcement learning ; Signal encoding ; Traveling salesman problem
EI分类号	Ergonomics and Human Factors Engineering:461.4 ; Information Theory and Signal Processing:716.1 ; Computer Programming:723.1 ; Data Processing and Image Processing:723.2 ; Artificial Intelligence:723.4 ; Operations Research:912.3 ; Mathematics:921 ; Combinatorial Mathematics, Includes Graph Theory, Set Theory:921.4 ; Optimization Techniques:921.5
来源库	IEEE
全文链接	https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10266708
引用统计	被引频次[WOS]：9
成果类型	期刊论文
条目标识符	http://sustech.caswiz.com/handle/2SGJ60CL/575783
专题	工学院_系统设计与智能制造学院工学院_计算机科学与工程系
作者单位	1.School of System Design and Intelligent Manufacturing and the Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China 2.School of System Design and Intelligent Manufacturing, Southern University of Science and Technology, Shenzhen, China 3.Department of Computer Science, City University of Hong Kong, Hong Kong, Hong Kong
第一作者单位	系统设计与智能制造学院; 计算机科学与工程系
通讯作者单位	系统设计与智能制造学院; 计算机科学与工程系
第一作者的第一单位	系统设计与智能制造学院; 计算机科学与工程系
推荐引用方式 GB/T 7714	Zhenkun Wang,Shunyu Yao,Genghui Li,et al. Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement Learning Model[J]. IEEE Transactions on Cybernetics,2023,PP(99):1-13.
APA	Zhenkun Wang,Shunyu Yao,Genghui Li,&Qingfu Zhang.(2023).Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement Learning Model.IEEE Transactions on Cybernetics,PP(99),1-13.
MLA	Zhenkun Wang,et al."Multiobjective Combinatorial Optimization Using a Single Deep Reinforcement Learning Model".IEEE Transactions on Cybernetics PP.99(2023):1-13.