Yumin Ma

32 papers B 5Misc 1Journal 15Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Game Theory-Based Production-Maintenance Collaborative Scheduling Using Imitation-Enhanced Alternating-Training Reinforcement Learning.
IEEE Trans Autom. Sci. Eng.
Jiaxuan Shi, Fei Qiao, Juan Liu, Yumin Ma
2025 J jnl
A new data-driven production scheduling method based on digital twin for smart shop floors.
Expert Syst. Appl.
Yumin Ma, Luyao Li, Jiaxuan Shi, Juan Liu, Fei Qiao, Junkai Wang
2025 B conf
Distributed Scheduling Method Based on Data-augmented QMIX for Smart Shop Floor
SMC
Yumin Ma, Cunjuan Gui, Jiaxuan Shi, Juan Liu, Jianmin Xing, Yipeng Liao
2025 J jnl
Production-logistics collaborative scheduling in dynamic flexible job shops using nested-hierarchical deep reinforcement learning.
Adv. Eng. Informatics
Jiaxuan Shi, Fei Qiao, Juan Liu, Yumin Ma, Dongyuan Wang, Chen Ding
2024 J jnl
A semi-supervised production scheduling method based on co-training deep neural network for smart shop floors.
Comput. Ind. Eng.
Yumin Ma, Jiaxuan Shi, Jingwen Cai, Juan Liu, Fei Qiao, Yipeng Liao
2024 B conf
Hybrid Variable Neighborhood Search Algorithm for the Multi-objective Distributed Permutation Flowshop Scheduling Problem with Sequence-Dependent Setup Times.
SMC
Mingzhe She, Fei Qiao, Yumin Ma, Junkai Wang, Jiakang Ai, Juan Liu
2024 B conf
Production-Logistics Collaborative Scheduling in Dynamic Flexible Job Shops via Multi-Objective Deep Reinforcement Learning.
SMC
Jiaxuan Shi, Fei Qiao, Yumin Ma, Juan Liu, Junkai Wang
2023 J jnl
A new boredom-aware dual-resource constrained flexible job shop scheduling problem using a two-stage multi-objective particle swarm optimization algorithm.
Inf. Sci.
Jiaxuan Shi, Mingzhou Chen, Yumin Ma, Fei Qiao
2023 — conf
Distributed Scheduling Method for Smart Shop Floor Based on QMIX.
CASE
Jianmin Xing, Yumin Ma, Jingwen Cai, Jiaxuan Shi, Juan Liu
2023 J jnl
Double deep Q-network-based self-adaptive scheduling approach for smart shop floor.
Neural Comput. Appl.
Yumin Ma, Jingwen Cai, Shengyi Li, Juan Liu, Jianmin Xing, Fei Qiao
2023 — conf
Flexible Resource Allocation in Intelligent Manufacturing Systems Based on Machine and Worker.
CASE
Di Cui, Fei Qiao, Yumin Ma, Juan Liu
2023 J jnl
Improved variance reduction extragradient method with line search for stochastic variational inequalities.
J. Glob. Optim.
Ting Li, Xingju Cai, Yongzhong Song, Yumin Ma
2023 J jnl
Majorized iPADMM for Nonseparable Convex Minimization Models with Quadratic Coupling Terms.
Asia Pac. J. Oper. Res.
Yumin Ma, Ting Li, Yongzhong Song, Xingju Cai
2022 J jnl
A Novel Fault Diagnosis Method Under Dynamic Working Conditions Based on a CNN With an Adaptive Learning Rate.
IEEE Trans. Instrum. Meas.
Xiaodong Zhai, Fei Qiao, Yumin Ma, Hong Lu
2022 J jnl
A data-driven scheduling knowledge management method for smart shop floor.
Int. J. Comput. Integr. Manuf.
Yumin Ma, Shengyi Li, Fei Qiao, Xiaoyu Lu, Juan Liu
2022 J jnl
Dynamic scheduling for semiconductor manufacturing systems with uncertainties using convolutional neural networks and reinforcement learning.
Complex Intell. Syst.
Juan Liu, Fei Qiao, Minjie Zou, Jonas Zinn, Yumin Ma, Birgit Vogel-Heuser
2021 — conf
GAN Based Data Analysis and Mining for Smart Shop Floor Scheduling.
CASE
Yumin Ma, Shengyi Li, Xiaoyu Lu, Juan Liu
2021 J jnl
Industrial big-data-driven and CPS-based adaptive production scheduling for smart manufacturing.
Int. J. Prod. Res.
Fei Qiao, Juan Liu, Yumin Ma
2020 J jnl
A Novel Rescheduling Method for Dynamic Semiconductor Manufacturing Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Fei Qiao, Yumin Ma, MengChu Zhou, Qidi Wu
2020 — conf
Adaptive Scheduling for Smart Shop Floor Based on Deep Q-Network.
CASE
Shengyi Li, Yumin Ma, Xiaoyu Lu, Fei Qiao, Juan Liu
2020 — conf
Cross-Domain Fault Diagnosis with One-Dimensional Convolutional Neural Network
CASE
Zichun Wang, Gaowei Xu, Jingwei Wang, Min Liu, Yumin Ma
2020 J jnl
Novel Energy- and Maintenance-Aware Collaborative Scheduling for A Hybrid Flow Shop Based on Dual Memetic Algorithms.
IEEE Robotics Autom. Lett.
Junkai Wang, Hangming Du, Junxia Xing, Fei Qiao, Yumin Ma
2019 — conf
Data Driven Scheduling Knowledge Management for Smart Shop Floor.
CASE
Yumin Ma, Xiaoyu Lu, Fei Qiao
2019 — conf
Data-Driven Fault Diagnostics and Prognostics for Predictive Maintenance: A Brief Overview
CASE
Gaowei Xu, Min Liu, Jingwei Wang, Yumin Ma, Jian Wang, Fei Li, Weiming Shen
2019 B conf
Energy-Aware Cascade optimization for Proportioning in the Sintering Process Using Improved Immune-Simulated Annealing Algorithm.
SMC
Junkai Wang, Yumin Ma, Fei Qiao, Xiaodong Zhai, Juan Liu
2016 — conf
Learning-based dynamic scheduling of semiconductor manufacturing system.
CASE
Yumin Ma, Fei Qiao, Jianfeng Lu
2015 B conf
Key Nodes Discovery in Large-Scale Logistics Network Based on MapReduce.
SMC
Yuan Sun, Yunlong Ma, Feng Zhang, Yumin Ma, Weiming Shen
2014 Misc conf
Parallel simulation-based optimization on scheduling of a semiconductor manufacturing system.
WSC
Yumin Ma, Fei Qiao, Wei Yu, Jianfeng Lu
2014 — conf
The research and application of a dynamic dispatching strategy selection approach based on BPSO-SVM for semiconductor production line.
ICNSC
Yumin Ma, Xi Chen, Fei Qiao, Kuo Tian, Jianfeng Lu
2013 J jnl
A Petri Net and Extended Genetic Algorithm Combined Scheduling Method for Wafer Fabrication.
IEEE Trans Autom. Sci. Eng.
Fei Qiao, Yumin Ma, Li Li, Hong-Xia Yu
2013 — conf
Attribute selection algorithm of data-based scheduling strategy for semiconductor manufacturing.
CASE
Fei Qiao, Yumin Ma, Xiang Gu
2012 — conf
Single Machine Oriented Match-Up Rescheduling Method for Semiconductor Manufacturing System.
ICIRA (2)
Fei Qiao, Li Li, Yumin Ma, Bin Shi