Ming Wang - Publications, H-index & Citations

Ming Wang

Donghua University

8H指数

35论文数

196被引数

收录论文 13

发表时间

A survey on large language models for scheduling: From problem modeling to optimization algorithm generation 关于调度领域大语言模型的研究综述：从问题建模到优化算法生成

Advanced Engineering Informatics

IF9.9

2026-07-01

PREAI

Xiang, Wenbin; Zhang, Jie; Zhang, Peng; Wang, Ming; Li, Jinsheng; Li, Cheng; Feng, Liangkang; Pan, Zhukang

Dynamic scheduling of wafer batch processing machines via reinforcement learning enhanced by expert-guided lightweight LLM 基于专家引导轻量级大语言模型增强的强化学习实现晶圆批量处理设备的动态调度

International Journal of Production Research

IF7.3

2025-12-01

PREAI

Wenbin Xiang; Jie Zhang; Peng Zhang; Ming Wang

Adversarial learning enhanced multi-agent cooperative reinforcement learning for parallel batch processing machine scheduling in wafer fabrication 基于对抗学习增强的多智能体协作强化学习，用于晶圆制造中的并行批量处理机器调度

Computers & Industrial Engineering

IF6.5

2025-11-01

PREAI

Wenbin Xiang; Jie Zhang; Peng Zhang; Ming Wang; Hongsen Li

A hybrid surrogate-assisted dual-population co-evolutionary algorithm for multi-area integrated scheduling in wafer fabs 一种用于晶圆厂多区域集成调度的混合代理辅助双种群协同进化算法

Swarm and Evolutionary Computation

IF8.5

2025-07-01

PREAI

Mengyu Jin; Peng Zhang; Youlong Lv; Ming Wang; Wenbing Xiang; Hongsen Li; Jie Zhang

Flexible imputation toolkit for electronic health records 电子健康记录的灵活插补工具包

SCIENTIFIC REPORTS

IF3.9

2025-05-17

OAAI

Sadr, Alireza Vafaei; Li, Jiang; Hwang, Wenke; Yeasin, Mohammed; Wang, Ming; Lehmann, Harold; Zand, Ramin

A resilient scheduling framework for multi-robot multi-station welding flow shop scheduling against robot failures

ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

IF11.4

2025-02-01

PREAI

Wang, Ming; Zhang, Peng; Zhang, Guoqing; Sun, Kexin; Zhang, Jie; Jin, Mengyu

Surrogate-assisted decomposition multi-objective evolutionary algorithm for parameters optimization in polyester fiber polymerization process

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2025-01-01

PREAI

Zhang, Peng; Fei, Bo; Bi, Jinmao; Wang, Ming; Zhao, Chuncai; Zhang, Jie

Generative deep reinforcement learning method for dynamic parallel machines scheduling with adaptive maintenance activities 具有自适应维护活动的动态并行机调度的生成式深度强化学习方法

JOURNAL OF MANUFACTURING SYSTEMS

IF14.2

2024-12-01

PREAI

Wang, Ming; Zhang, Jie; Zhang, Peng; Xiang, Wenbin; Jin, Mengyu; Li, Hongsen

Industrial data space application framework for semiconductor wafer manufacturing system scheduling

JOURNAL OF MANUFACTURING SYSTEMS

IF14.2

2024-12-01

PREAI

Chen, Da; Zhang, Jie; Wu, bd Lihui; Zhang, Peng; Wang, Ming

Cooperative multi-agent reinforcement learning for multi-area integrated scheduling in wafer fabs

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

IF7.3

2024-10-23

PREAI

Wang, Ming; Zhang, Jie; Zhang, Peng; Jin, Mengyu

Multi-robot multi-station welding flow shop closed-loop rescheduling with deep reinforcement learning and improved artificial bee colony algorithm

COMPUTERS & INDUSTRIAL ENGINEERING

IF6.5

2024-07-01

PREAI

Zhang, Peng; Wang, Ming; Zhang, Guoqing; Zheng, Peng; Jin, Mengyu; Zhang, Jie

LQR Control and Optimization for Trajectory Tracking of Biomimetic Robotic Fish Based on Unreal Engine

BIOMIMETICS

IF3.9

2023-06-04

OAAI

Wang, Ming; Wang, Kunlun; Zhao, Qianchuan; Zheng, Xuehan; Gao, He; Yu, Junzhi

Independent double DQN-based multi-agent reinforcement learning approach for online two-stage hybrid flow shop scheduling with batch machines 基于独立双DQN的多智能体强化学习方法，用于具有批处理机器的在线两阶段混合流水车间调度

JOURNAL OF MANUFACTURING SYSTEMS

IF14.2

2022-10-01

PREAI

Wang, Ming; Zhang, Jie; Zhang, Peng; Cui, Li; Zhang, Guoqing

研究方向