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分布式车间智能调度方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  杨圣落
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分布式车间调度  智能调度  强化学习  车间重构  批次配送  
Intelligent Scheduling for Permutation Flow Shop with Dynamic Job Arrival via Deep Reinforcement Learning 会议论文
IAEAC 2021 - IEEE 5th Advanced Information Technology, Electronic and Automation Control Conference, Chongqing, China, March 12-14, 2021
Authors:  Yang SL(杨圣落);  Xu ZG(徐志刚)
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dynamic scheduling  deep reinforcement learning  PFSP  deep Q network (DQN)  intelligent scheduling  dynamic job arrival  
Intelligent decision-making of scheduling for dynamic permutation flowshop via deep reinforcement learning 期刊论文
Sensors (Switzerland), 2021, 卷号: 21, 期号: 3, 页码: 1-20
Authors:  Yang SL(杨圣落);  Xu ZG(徐志刚);  Wang JY(王军义)
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permutation flowshop scheduling problem  deep reinforcement learning  actor-critic  dynamic scheduling  real-time scheduling  new job arrival  tardiness cost  
Research on Conflict Resolution Method of Production Evaluation Index in Flexible Manufacturing Field Based on Multiplayer Cooperative Game 期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 7336-7352
Authors:  Han C(韩超);  Chang DL(常大亮);  Meng F(孟付)
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Flexible ow shop  limited buffer  public buffer  multiplayer cooperative game  con ict resolution  local assignment rules  
Intelligent scheduling and reconfiguration via deep reinforcement learning in smart manufacturing 期刊论文
International Journal of Production Research, 2021, 页码: 1-18
Authors:  Yang SL(杨圣落);  Xu ZG(徐志刚)
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Deep reinforcement learning  dynamic scheduling and reconfiguration  A2C  reconfigurable manufacturing system (RMS)  intelligent scheduling  dynamic job arrival  
A study of flexible flow shop scheduling problem with variable processing times based on improved bat algorithm 期刊论文
International Journal of Simulation and Process Modelling, 2020, 卷号: 15, 期号: 3, 页码: 245-254
Authors:  Bian, Jianyong;  Yang LY(杨丽英)
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flexible flow shop  bat algorithm  BA  variable processing time  Hamming distance  adaptive position update  
Bus manufacturing workshop scheduling method with routing buffer 期刊论文
International Journal of Simulation and Process Modelling, 2020, 卷号: 15, 期号: 3, 页码: 225-235
Authors:  Han ZH(韩忠华);  Zhang JY(张竞元);  Wang, Shiyao;  Qi, Yuanwei
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bus manufacturing workshop  flexible flow shop scheduling  routing buffer  moving method  
Swarm intelligent algorithm for re-entrant hybrid flow shop scheduling problems 期刊论文
International Journal of Simulation and Process Modelling, 2019, 卷号: 14, 期号: 1, 页码: 17-27
Authors:  Han ZH(韩忠华);  Tian, Xutian;  Dong XT(董晓婷);  Xie, Fanyi
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re-entrant hybrid flow shop  RHFS  mathematics scheduling models  Hamming distance  Levy flight  swarm intelligent algorithm  
Research on limited buffer scheduling problems in flexible flow shops with setup times 期刊论文
International Journal of Modelling, Identification and Control, 2019, 卷号: 32, 期号: 2, 页码: 93-104
Authors:  Han ZH(韩忠华);  Zhang Q(张权);  Shi HB(史海波);  Qi, Yuanwei;  Sun LL(孙亮亮)
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Limited buffer  Improved whale optimization algorithm (IWOA)  Levy flight  Opposition-based learning strategy  Simulated annealing  Flexible flow shop  
A Dynamic Buffer Reservation Method Based on Markov Chain to Solve Deadlock Problem in Scheduling 会议论文
Proceedings of the 11th International Conference on Modelling, Identification and Control, ICMIC 2019, Tianjin, China, July 13-15, 2019
Authors:  Han ZH(韩忠华);  Liu, Yuehan;  Shi HB(史海波);  Tian, Xutian
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Flexible flow shop  Reentrant process  Limited buffer  Deadlock situation  Markov Chain