Research on flexible job-shop scheduling problem based on variation-reinforcement learning.

Jingsong Duan

Changshun Shao Zhenglin Yu Jianyin Tang Zheng Li Bin Zhou Di Wu Jingsong Duan Research on flexible job-shop scheduling problem based on variation-reinforcement learning. 46-60 2025 49 J. Intell. Fuzzy Syst. 1 https://doi.org/10.3233/jifs-236981 db/journals/jifs/jifs49.html#ShaoYTLZWD25 streams/journals/jifs

Changshun Shao Zhenglin Yu Hongchang Ding Guohua Cao Jingsong Duan Bin Zhou A random flight-follow leader and reinforcement learning approach for flexible job shop scheduling problem. 478 2025 February 81 J. Supercomput. 3 https://doi.org/10.1007/s11227-025-06935-2 db/journals/tjs/tjs81.html#ShaoYDCDZ25 streams/journals/tjs

Jingsong Duan Guohua Cao Guoqing Ma 0004 Zhenglin Yu Changshun Shao Research on On-Line Monitoring of Grinding Wheel Wear Based on Multi-Sensor Fusion. 5888 2024 September 24 Sensors 18 https://doi.org/10.3390/s24185888 db/journals/sensors/sensors24.html#DuanCMYS24 streams/journals/sensors

Jingsong Duan Guohua Cao Guoqing Ma 0004 Zhenglin Yu Virtual recombination technology of production line based on reinforcement learning. 546-550 2024 IoTAAI https://doi.org/10.1109/IoTAAI62601.2024.10692909 conf/iotaai/2024 db/conf/iotaai/iotaai2024.html#DuanCMY24

Boliang Lin Jianping Wu Jiaxi Wang Jingsong Duan Yinan Zhao A Bi-Level Programming Model for the Railway Express Cargo Service Network Design Problem. 227 2018 10 Symmetry 6 https://doi.org/10.3390/sym10060227 db/journals/symmetry/symmetry10.html#LinWWDZ18

Guohua Cao Hongchang Ding Zheng Li Boliang Lin Guoqing Ma 0004 Changshun Shao Jianyin Tang Jiaxi Wang Di Wu Jianping Wu Zhenglin Yu Yi-nan ZhaoYinan Zhao Bin Zhou