Rong Hu - Publications, H-index & Citations

胡蓉 (Rong Hu)

kunming university of science and technology

15H指数

151论文数

941被引数

收录论文 28

发表时间

A decomposition-based reinforcement learning approach for production and distribution integrated scheduling problem of perishable products 基于分解的强化学习方法解决易腐产品生产与分销集成调度问题

Swarm and Evolutionary Computation

IF8.5

2026-07-23

PREAI

Yuan-yuan Yang; Bin Qian; Li-jun Wang; Jun-qing Li; Rong Hu

Deep reinforcement learning-driven space decomposition variable neighborhood search algorithm for distributed heterogeneous factory lot-sizing and scheduling problem 深度强化学习驱动的空间分解变邻域搜索算法在分布式异构工厂批量大小与调度问题中的应用

Expert Systems with Applications

IF7.5

2026-07-01

PREAI

Zhou, Feng-Shun; Qian, Bin; Hu, Rong; Li, Jun-Qing; Jin, Huai-Ping; Zhang, Zi-Qi; Yang, Jian-Bo

Adaptive multi-scale heterogeneous graph-attention network assisted deep reinforcement learning for distributed flexible job-shop scheduling problem 自适应多尺度异构图注意力网络辅助的深度强化学习方法用于分布式柔性作业车间调度问题

Swarm and Evolutionary Computation

IF8.5

2026-04-21

PREAI

Zi-Qi Zhang; Yu-Han Huang; Yan-Xuan Xu; Bin Qian; Rong Hu

Collaborative deep reinforcement learning algorithm for solving multi-AGV dynamic scheduling problem 用于解决多AGV动态调度问题的协作深度强化学习算法

Expert Systems with Applications

IF7.5

2026-03-11

PREAI

Yi-Jun Wang; Rong Hu; Bin Qian; Kun Li; Wen-Bing Zhang; Jian-Bo Yang

A multi-stage bidirectional sampling competitive swarm optimization algorithm for solving large-scale multi-objective optimization problem 一种多阶段双向采样竞争群优化算法，用于求解大规模多目标优化问题

Expert Systems with Applications

IF7.5

2026-03-04

PREAI

Qingxia Shang; Ke Chen; Bin Qian; Wei Zhou; Rong Hu; Liang Feng

A two-stage iterated greedy algorithm for distributed blocking flowshop scheduling problem 分布式阻塞流水车间调度问题的两阶段迭代贪婪算法

Expert Systems with Applications

IF7.5

2025-11-17

PREAI

Sen Zhang; Bin Qian; Rong Hu; Kun Li; Jian-Bo Yang

A Hierarchical Collaborative Multi-Agent Deep Reinforcement Learning Framework for Distributed Flexible Job Shop Scheduling Problems Considering Energy Efficiency and Dynamic Disruption in IIoTs 考虑能源效率与IIoTs中动态干扰的分布式柔性作业车间调度问题的分层协作多智能体深度强化学习框架

Applied Soft Computing

IF6.6

2025-09-30

PREAI

Zi-Qi Zhang; Ming-Huang Fang; Bin Qian; Rong Hu; Wei Chen

A Q-learning-based multi-objective hyper-heuristic algorithm for energy-efficient integrated distributed hybrid flow-shop scheduling with preventive maintenance 基于Q-learning的多目标超启发式算法，用于预防性维护的能效集成分布式混合流水车间调度

Computers & Operations Research

IF4.3

2025-09-06

PREAI

Zi-Qi Zhang; Xin-Yun Wu; Bin Qian; Rong Hu; Jian-Bo Yang

Pareto evolutionary algorithm based on Markov chain for portfolio optimization considering profit of assets 基于马尔可夫链的帕累托进化算法，用于考虑资产收益的资产组合优化

Expert Systems with Applications

IF7.5

2025-07-29

PREAI

Zuocheng Li; Qianlei Xing; Rong Hu; Bin Qian

A reward-shaping dueling distributed multi-agent deep reinforcement learning framework for dynamic flexible job shop scheduling with random job arrivals 针对随机作业到达的动态柔性作业车间调度的奖励塑形对偶分布式多智能体深度强化学习框架

Expert Systems with Applications

IF7.5

2025-07-08

PREAI

Zi-Qi Zhang; Zhao-Meng Wu; Bin Qian; Rong Hu

Spatial decomposition-based iterative greedy algorithm for the multi-resource constrained re-entrant hybrid flow shop scheduling problem in semiconductor wafer fabrication 基于空间分解的迭代贪婪算法，用于半导体晶圆制造中多资源约束的循环混合流水车间调度问题

Computers & Industrial Engineering

IF6.5

2025-07-07

PREAI

Feng-Shun Zhou; Rong Hu; Bin Qian; Qing-Xia Shang; Yuan-yuan Yang; Jian-Bo Yang

Multi-agent cooperative multi-network group framework for energy-efficient distributed fuzzy flexible job shop scheduling problem 多智能体协同多网络群组框架在能效优化分布式模糊柔性作业车间调度问题中的应用

Applied Soft Computing

IF6.6

2025-06-19

PREAI

Zi-Qi Zhang; Xiao-Wei Li; Bin Qian; Huai-Ping Jin; Rong Hu; Jian-Bo Yang

Dual learning based Pareto evolutionary algorithm for a kind of multi-objective task assignment problem 基于双学习的帕累托进化算法在一种多目标任务分配问题中的应用

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-06-01

PREAI

Li, Zuocheng; Du, Qinglong; Qian, Bin; Hu, Rong; Xu, Meiling

Yield prediction method for regenerated rice based on hyperspectral image and attention mechanisms

SMART AGRICULTURAL TECHNOLOGY

IF5.7

2025-03-01

OAAI

Hu, Tian; Liu, Zhihua; Hu, Rong; Zeng, Lu; Deng, Kaiwen; Dong, Huanglin; Li, Ming; Deng, Yang-Jun

Bayesian learning based elitist nondominated sorting algorithm for a kind of multi-objective integrated production scheduling and transportation problem 基于贝叶斯学习的精英非支配排序算法在一种多目标集成生产调度与运输问题中的应用

APPLIED SOFT COMPUTING

IF6.6

2025-01-01

PREAI

Li, Zuocheng; Ding, Ziqi; Qian, Bin; Hu, Rong; Luo, Rongjuan; Wang, Ling

Q-learning based hyper-heuristic with clustering strategy for combinatorial optimization: A case study on permutation flow-shop scheduling problem 基于Q学习的超启发式聚类策略组合优化 -- 以置换流水车间调度问题为例

COMPUTERS & OPERATIONS RESEARCH

IF4.3

2025-01-01

PREAI

Yang, Yuan-yuan; Qian, Bin; Li, Zuocheng; Hu, Rong; Wang, Ling

A multi-stage competitive swarm optimization algorithm for solving large-scale multi-objective optimization problems

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-01-01

PREAI

Shang, Qingxia; Tan, Minzhong; Hu, Rong; Huang, Yuxiao; Qian, Bin; Feng, Liang

An alternating direction multiplier method with variable neighborhood search for electric vehicle routing problem with time windows and battery swapping stations 带时间窗和电池交换站的电动汽车路径问题的可变邻域搜索交替方向乘子法

APPLIED SOFT COMPUTING

IF6.6

2024-11-01

PREAI

Qian, Bin; Feng, Fei-Long; Yu, Nai-Kang; Hu, Rong; Chen, Yu-Wang

Collaborative Q-learning hyper-heuristic evolutionary algorithm for the production and transportation integrated scheduling of silicon electrodes 硅电极生产运输一体化调度的协同q-learning超启发式进化算法

SWARM AND EVOLUTIONARY COMPUTATION

IF8.5

2024-04-01

PREAI

Hu, Rong; Wu, Xing; Qian, Bin; Wang, Ling; Zhang, Zi-Qi

A Q-learning-based hyper-heuristic evolutionary algorithm for the distributed flexible job-shop scheduling problem with crane transportation

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-12-01

PREAI

Zhang, Zi-Qi; Wu, Fang-Chun; Qian, Bin; Hu, Rong; Wang, Ling; Jin, Huai-Ping

研究方向