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Zhiguang Cao

Singapore Management University

36H指数
168论文数
5.1K被引数
收录论文 58
发表时间
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A deep reinforcement learning framework for dynamic order and rack scheduling in robotic mobile fulfillment systems基于深度强化学习的机器人移动拣选系统动态订单与货架调度框架
errInternational Journal of Production Research
IF7.3
err2026-08-06
err0
PREAI
errLingjun Wang; Bayi Cheng; Zhiguang Cao; Aldy Gunawan
err分享
err收藏
Multi-level graph partition via hierarchical learning for large-scale vehicle routing problems基于层次化学习的大规模车辆路径问题多级图划分
errAutonomous Agents and Multi-Agent Systems
IF2.6
err2026-05-01
err0
PREAI
errPan, Yuxin; Liu, Ruohong; Chen, Yize; Cao, Zhiguang; Lin, Fangzhen
err分享
err收藏
LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation
errIEEE Transactions on Evolutionary Computation
IF12
err2026-01-20
err0
PREAI
errZeyuan Ma; Yue-Jiao Gong; Hongshu Guo; Jiacheng Chen; Yining Ma; Zhiguang Cao; Jun Zhang
err分享
err收藏
Deep reinforcement learning for the vehicle routing problem with route balancing车辆路径问题中具有路径平衡的深度强化学习
errtransportation research part e: logistics and transportation review
IF0
err2026-01-10
err0
PREAI
errJianhua Xiao; Detian Kong; Zhiguang Cao; Jingyi Zhao
err分享
err收藏
Deep reinforcement learning for solving hybrid flow shop scheduling problems with limited buffers深度强化学习求解有限缓冲区的混合流水车间调度问题
errInternational Journal of Production Research
IF7.3
err2026-01-01
err0
PREAI
errWang, Conghui; Cao, Zhiguang; Suppe, Arne Jonni; Wu, Yaoxin; Lu, Yangguang; Wu, Guohua
err分享
err收藏
Learning to search for vehicle routing with multiple time windows学习多时间窗车辆路径搜索
errComputers & Industrial Engineering
IF6.5
err2025-12-17
err0
PREAI
errKuan Xu; Zhiguang Cao; Chenlong Zheng; Lindong Liu
err分享
err收藏
Neuro-Ins: A Learning-Based One-Shot Node Insertion for Dynamic Routing ProblemsNeuro-Ins：一种基于学习的单次节点插入方法用于动态路由问题
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-09-01
err0
PREAI
errZhiqin Zhang; Jingfeng Yang; Zhiguang Cao; Hoong Chuin Lau
err分享
err收藏
Multi-period fourth-party logistics network design with promised service time and regret behavior多周期第四方物流网络设计：承诺服务时间和遗憾行为
errOmega
IF0
err2025-08-07
err0
PREAI
errYuxin Zhang; Min Huang; Zhiguang Cao; Xingwei Wang; Zhiqi Shen; Jie Zhang
err分享
err收藏
A deep reinforcement learning method for solving Two-Echelon Location-Routing Problem一种求解两级定位-路径问题的深度强化学习方法
errComputers & Operations Research
IF4.3
err2025-07-21
err0
PREAI
errShuo Huang; Yaoxin Wu; Zhiguang Cao; Xuexi Zhang
err分享
err收藏
On-demand heterogeneous drone delivery problem按需异构无人机配送问题
errInternational Journal of Production Research
IF7.3
err2025-06-02
err0
PREAI
errXupeng Wen; Zhiguang Cao; Shu Xu; Dapeng Ren; Guohua Wu; Yaoxin Wu
err分享
err收藏
Solving two-stage stochastic integer programs via representation learning通过表示学习求解两阶段随机整数规划
errNEURAL NETWORKS
IF6.3
err2025-05-27
err0
PREAI
errWu, Yaoxin; Cao, Zhiguang; Song, Wen; Zhang, Yingqian
err分享
err收藏
Learning-guided bi-objective evolutionary optimization for green municipal waste collection vehicle routing学习引导的双目标进化优化方法在绿色市政垃圾收集车辆路径规划中的应用
errJOURNAL OF CLEANER PRODUCTION
IF10
err2025-04-01
err0
PREAI
errLiao, Shubing; Xu, Yixin; Niu, Yunyun; Cao, Zhiguang
err分享
err收藏
Conditional Neural Heuristic for Multiobjective Vehicle Routing Problems
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err2
errOAAI
errFan, Mingfeng; Wu, Yaoxin; Cao, Zhiguang; Song, Wen; Sartoretti, Guillaume; Liu, Huan; Wu, Guohua
err分享
err收藏
Deep Reinforcement Learning for Solving Vehicle Routing Problems With Backhauls深度强化学习解决回程车辆路径问题
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err3
PREAI
errWang, Conghui; Cao, Zhiguang; Wu, Yaoxin; Teng, Long; Wu, Guohua
err分享
err收藏
DL-DRL: A Double-Level Deep Reinforcement Learning Approach for Large-Scale Task Scheduling of Multi-UAVDl-drl: 一种面向多无人机大规模任务调度的双层深度强化学习方法
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2025-01-01
err9
errOAAI
errMao, Xiao; Wu, Guohua; Fan, Mingfeng; Cao, Zhiguang; Pedrycz, Witold
err分享
err收藏
Learning Feature Embedding Refiner for Solving Vehicle Routing Problems
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-11-01
err5
errOAAI
errLi, Jingwen; Ma, Yining; Cao, Zhiguang; Wu, Yaoxin; Song, Wen; Zhang, Jie; Chee, Yeow Meng
err分享
err收藏
The low-carbon vehicle routing problem with dynamic speed on steep roads
errCOMPUTERS & OPERATIONS RESEARCH
IF4.3
err2024-09-01
err1
PREAI
errXiao, Jianhua; Liu, Xiaoyang; Zhang, Huixian; Cao, Zhiguang; Kang, Liujiang; Niu, Yunyun
err分享
err收藏
SEGAC: Sample Efficient Generalized Actor Critic for the Stochastic On-Time Arrival Problem
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2024-08-01
err0
errOAAI
errGuo, Hongliang; He, Zhi; Sheng, Wenda; Cao, Zhiguang; Zhou, Yingjie; Gao, Weinan
err分享
err收藏
Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution
errieee transactions on cybernetics
IF8.7
err2024-07-01
err2
errOAAI
errGuo, Hongshu; Ma, Yining; Ma, Zeyuan; Chen, Jiacheng; Zhang, Xinglin; Cao, Zhiguang; Zhang, Jun; Gong, Yue-Jiao
err分享
err收藏
Stochastic Economic Lot Scheduling via Self-Attention Based Deep Reinforcement Learning
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2024-04-01
err12
PREAI
errSong, Wen; Mi, Nan; Li, Qiqiang; Zhuang, Jing; Cao, Zhiguang
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
D
Dusit Niyato
H 指数: 134 · 论文数: 2.8K
W
Witold Pedrycz
H 指数: 130 · 论文数: 3.1K
张
张军 (Jun Zhang)
H 指数: 124 · 论文数: 4.5K
Y
Yaochu Jin
H 指数: 116 · 论文数: 1.0K
潘
潘全科 (Quan-Ke Pan)
H 指数: 87 · 论文数: 368
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