师资队伍

师资队伍

袁彪

助理研究员

电话:
地址:上海市徐汇区华山路1954号欧宝app官方网站下载中院108室(200030)
邮箱:biaoyuan.ie@sjtu.edu.cn

教育背景
2011.09~2018.03 欧宝app官方网站下载 机械与动力工程学院 机械工程(工业工程) 博士
2007.09~2011.06 华中科技大学 机械科学与工程学院 工业工程 学士
工作经历
2022.11至今 欧宝app官方网站下载 中美物流研究院 助理研究员 硕士研究生导师
2020.08~2022.10 上海菜鸟管理咨询有限公司(阿里巴巴菜鸟网络) 算法专家
2019.07~2020.08 赛可智能科技(上海)有限公司/上汽集团人工智能实验室 算法工程师
2018.04~2019.06 上汽安吉物流股份有限公司 算法工程师
研究方向
生产与物流优化、大规模整数规划
科研项目
[1] 国家自然科学基金青年科学基金项目(72301170),快递员与无人车协同配送路径优化研究,2024.01~2026.12,主持.
[2] 广西汽车零部件与整车技术重点实验室开放课题(2025GKLACVTKF02),面向复杂物流场景的新能源车补能优化研究,2026.01~2027.12,主持.
代表性论文专著
[1] Biao Yuan, Xusheng Zheng, Weiwei Cui*, Youwei Han. Practice Summary: Cainiao enhances the parcel sorting efficiency through AI-generated delivery zone codes. INFORMS Journal on Applied Analytics, 2025, 1-5. (online)
[2] Guandu Song, Biao Yuan*, Zhibin Jiang*. Integrated optimisation of delivery and installation operations in home appliance last-mile logistics. International Journal of Production Research, 2025, 1-17. (online)
[3] Biao Yuan, Weiwei Cui*. Optimization of machine schedules and vehicle routes in the mobile additive manufacturing mode. International Journal of Production Research, 2024, 1-17. (online)
[4] Weiwei Cui, Jianhui Zhu, Biao Yuan*. A reinforcement learning enforced adaptive large neighbourhood search algorithm for the production and delivery optimization in an additive manufacturing-enabled supply chain. Journal of the Operational Research Society, 2025, 76(11): 2377-2396.
[5] Yuwei Chen, Zengde Deng, Biao Yuan*, Zaiyi Chen, Yujie Chen, Haoyuan Hu. An online dual consensus algorithm for distributed resource allocation over networks. IISE Transactions, 2025, 57(10): 1155-1166.
[6] Biao Yuan, Weiwei Cui*, Roberto Baldacci. An exact algorithm for a mobile production vehicle routing problem. Transportation Research Part E: Logistics and Transportation Review, 2025, 201: 104255.
[7] Yujie Chen, Biao Yuan*, Yinzhi Zhou, Yuwei Chen, Haoyuan Hu. Smart parcel consolidation at Cainiao. INFORMS Journal on Applied Analytics, 2024, 54(5): 417-430.
[8] Weiwei Cui, Biao Yuan*. A hybrid genetic algorithm based on reinforcement learning for the energy-aware production scheduling in the photovoltaic glass industry. Computers & Operations Research, 2024, 163: 106521.
[9] Yali Gao, Biao Yuan, Weiwei Cui*. A math-heuristic approach for scheduling the production and delivery of a mobile additive manufacturing hub. Computers & Industrial Engineering, 2024, 188: 109929.
[10] Biao Yuan, Yuwei Lu, Kangzhou Wang*, Xiaoshuai Peng. Multi-objective optimization of the auto-carrier loading and routing problem in an automotive logistics company. Journal of the Operational Research Society, 2024, 75(5): 896–906.
[11] Biao Yuan*, Zengde Deng, Na Geng, Yujie Chen, Haoyuan Hu. Practice Summary: Cainiao optimizes the fulfillment routes of parcels. INFORMS Journal on Applied Analytics, 2023, 53(6): 446-450.
[12] Yuwei Lu, Kangzhou Wang, Biao Yuan*. The vehicle relocation problem with operation teams in one-way carsharing systems. International Journal of Production Research, 2022, 60(12): 3829-3843.
[13] Dian Huang, Zhaofang Mao, Kan Fang*, Biao Yuan. Combinatorial Benders decomposition for mixed-model two-sided assembly line balancing problem. International Journal of Production Research, 2022, 60(8): 2598-2624.
[14] Kangzhou Wang, Biao Yuan, Mengting Zhao, Yuwei Lu*. Cooperative route planning for the drone and truck in delivery services: A bi-objective optimisation approach. Journal of the Operational Research Society, 2020, 71(10): 1657-1674.
[15] Ran Liu, Biao Yuan, Zhibin Jiang*. The large-scale periodic home health care server assignment problem: A region-partition-based algorithm. IEEE Transactions on Automation Science and Engineering, 2020, 17(3): 1543-1554.
[16] Ran Liu*, Biao Yuan, Zhibin Jiang. A branch-and-price algorithm for the home-caregiver scheduling and routing problem with stochastic travel and service times. Flexible Services and Manufacturing Journal, 2019, 31(4): 989-1011.
[17] Biao Yuan, Ran Liu*, Zhibin Jiang. Daily scheduling of caregivers with stochastic times. International Journal of Production Research, 2018, 56(9): 3245-3261.
[18] Ran Liu, Biao Yuan, Zhibin Jiang*. Mathematical model and exact algorithm for the home care worker scheduling and routing problem with lunch break requirements. International Journal of Production Research, 2017, 55(2): 558-575.
[19] Biao Yuan, Ran Liu, Zhibin Jiang*. A branch-and-price algorithm for the home health care scheduling and routing problem with stochastic service times and skill requirements. International Journal of Production Research, 2015, 53(24): 7450-7464.
[20] Biao Yuan, Chaoyong Zhang*, Xinyu Shao. A late acceptance hill-climbing algorithm for balancing two-sided assembly lines with multiple constraints. Journal of Intelligent Manufacturing, 2015, 26(1): 159-168.
[21] Biao Yuan, Chaoyong Zhang*, Xinyu Shao, Zhibin Jiang. An effective hybrid honey bee mating optimization algorithm for balancing mixed-model two-sided assembly lines. Computers & Operations Research, 2015, 53: 32-41.
教学工作
MEM6816 卓越管理与创新 (研究生)
专利
袁彪,金忠孝. 一种车辆调配方法、装置及计算机可读存储介质. (发明专利,专利号:ZL 2020 1 0710059.5)
学术兼职
[1] 中文期刊《东北大学学报(自然科学版)》青年编委,2025.07~2028.06.
[2] 中文期刊《工业工程》青年编委,2024.01~2025.12.
[3] 中国运筹学会排序分会第十一届理事会青年理事,2025.05~2029.05.
荣誉奖励
[1] 2025.11,第十九届天津市社会科学优秀成果奖三等奖.
[2] 2024.12,中国物流与采购联合会2024年物流与供应链领域"人工智能+"应用场景挑战赛 高校组 二等奖.
[3] 2023.11,中国物流学会2023年中国物流学术年会青年论坛新锐奖.
[4] 2023.10,INFORMS Daniel H. Wagner Prize for Excellence in the Practice of Advanced Analytics and Operations Research,Finalist.
[5] 2023.04,INFORMS Analytics Society Innovative Applications in Analytics Award,Third Place.
[6] 2018.10,京东全球运筹优化挑战赛-城市物流运输车辆智能调度,亚军.
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