季彬,男,博士,教授,博导,物流系主任,交通学院教授委员会委员,获湖南省科技创新计划(湖湘青年英才)支持,研究方向为组合优化理论及其在综合交通运输规划与管理等领域的应用,包括精确/启发式方法、深度强化学习、多目标规划、交通运输服务网络优化、船舶通航调度、港口资源调度、航道船闸调度、列车开行方案优化、物流配送优化、车辆路径问题、水电能源优化调度等。主持国家自然科学基金、湖南省自然科学优秀青年基金等多项国家/省部级科研课题,在TRE、EJOR、COR、 IEEE TITS、IEEE TCYB、控制理论与应用等国内外知名期刊发表论文30余篇,其中ESI前1%高被引论文1篇。目前担任多个国际期刊审稿人。
通信地址:湖南省长沙市天心区中南大学铁道学院
Email: cumtjibin@126.com
欢迎数学、计算机、交通运输、物流等相关专业具备以下条件学生报考:
1)良好的自我管理能力,严格要求自己;不认输,不服输;乐于探索未知,探索自己上限;
2)有志于锻炼创新能力,提升逻辑思维能力,加强语言表达能力;
3)具备良好的数学基础,计算机编程基础(C,C++,Matlab,Python,Java等任何一门或以上)、英语阅读写作基础;
每年招收博士和硕士多名,2025年剩余2名硕士研究生名额。
部分论文成果(斜体作者为课题组学生):
Song, Y., Ji, B.*, Samson, S. Y. Multi-Port Berth Allocation and Time-Invariant Quay Crane Assignment Problem With Speed Optimization. IEEE Transactions on Intelligent Transportation Systems, 2024. Doi: 10.1109/TITS.2024.3481490.
Ji B*, Song Y, Samson S Y, Wei Qian. A modified adaptive large neighborhood search algorithm for solving the multi-port continuous berth allocation problem with vessel speed optimization[J]. Computers & Industrial Engineering, 2024. Doi: 10.1016/j.cie.2024.110699.
Ji, B., Zhang, S., Samson, S. Y., Xiao, X., Chen, C.,Zheng, G.*. Novel Model and Solution Method for Flexible Job Shop Scheduling Problem with Batch Processing Machines. Computers & Operations Research, 2023, 161, 106442. (SCI)
Ji, B.*, Zhou, S., Zhang, D., Yu, S. S. A branch‐and‐price‐based heuristic for the vehicle routing problem with two‐dimensional loading constraints and time windows. International Transactions in Operational Research, 2023. Doi:10.1111/itor.13382. (SCI)
Cen X K, Zhou G, Ji B*, et al. Modelling and heuristically solving three-dimensional loading constrained vehicle routing problem with cross-docking. Advanced Engineering Informatics, 2023, 57, 102029. (SCI)
Zhou S, Ji B*, Song Y, et al. Hub-and-spoke network design for container shipping in inland waterways. Expert Systems with Applications, 2023. Doi: 10.1016/j.eswa.2023.119850. (SCI)
Xiao X, Ji B*, Yu S, et al. A tabu-based adaptive large neighborhood search for scheduling unrelated parallel batch processing machines with non-identical job sizes and dynamic job arrivals. Flexible Services and Manufacturing Journal, 2023. Doi: 10.1007/s10696-023-09488-9. (SCI)
Ji B*, Zhang D, Zhang Z, et al. The generalized serial-lock scheduling problem on inland waterway: a novel decomposition-based solution framework and efficient heuristic approach. Transportation Research. Part E: Logistics and Transportation Review, 2022. Doi: 10.1016/j.tre.2022.102935. (SCI)
Ji B*, Huang H, Yu S. An enhanced NSGA-II for solving berth allocation and quay crane assignment problem with stochastic arrival times. IEEE Transactions on Intelligent Transportation Systems, 2022. Doi: 10.1109/TITS.2022.3213834. (SCI)
Ji B*, Tang M, Wu Z, et al. Hybrid rolling-horizon optimization for berth allocation and quay crane assignment with unscheduled vessels. Advanced Engineering Informatics, 2022. Doi: 10.1016/j.aei.2022.101733. (SCI)
Ji B*, Zhang Z, Yu S, et al. Modelling and heuristically solving many-to-many heterogeneous vehicle routing problem with cross-docking and two dimensional loading constraints. European Journal of Operational Research, 2022. Doi: 10.1016/j.ejor.2022.08.001.(SCI)
Ji B*, Zhang B, Yu S, et al. An enhanced borg algorithmic framework for solving the hydro-thermal-wind Co-scheduling problem. Energy, 2021, 218: 119512.(SCI)
Ji B*, Zhou S, Yu S, et al. An enhanced neighborhood search algorithm for solving the split delivery vehicle routing problem with two-dimensional loading constraints. Computers & Industrial Engineering, 2021, 162: 107720.(SCI)
Ji B*, Zhang D,Yu S, et al. An exact approach to the generalized serial-lock scheduling problem from a flexible job-shop scheduling perspective. Computers & Operations Research, 2021, 127: 105164.(SCI)
Ji B*, Zhang D, Yu S, et al. Optimally solving the generalized serial-lock scheduling problem from a graph-theory-based multi-commodity network perspective. European Journal of Operational Research, 2021, 288(1): 47-62.(SCI)
Ji B*, Zhang D, Yu S, et al. Mathematical Programming Models for Scheduling Multiple Cascaded Waterway Locks. Computers & Industrial Engineering, 2021. Doi: 10.1016/j.cie.2021.107289 (SCI)
Ji B, Yuan X*, Yuan Y, et al. An Adaptive Large Neighborhood Search for Solving Generalized Lock Scheduling Problem: Comparative Study With Exact Methods, IEEE Transactions on Intelligent Transportation Systems 2019. Doi: 10.1109/TITS.2019.2926405 (SCI)
Ji B, Yuan X*, Yuan Y, et al. Exact and Heuristic Methods for Optimizing Lock-Quay System in Inland Waterway. European Journal of Operational Research, 2019, 277(2):740-755. (SCI)
Ji B, Sun H, Yuan X*, et al. Coordinated optimized scheduling of locks and transshipment in inland waterway transportation using binary NSGA‐II. International Transactions in Operational Research 2019. Doi: 10.1111/itor.12720 (SCI)
Ji B, Yuan X*, Yuan Y. A Binary Borg-Based Heuristic Method for Solving a Multi-Objective Lock and Transshipment Co-Scheduling Problem. IEEE Transactions on Intelligent Transportation Systems 2018. Doi: 10.1109/TITS.2018.2841022 (SCI)
Ji B, Yuan X*, Yuan Y. A hybrid intelligent approach for co-scheduling of cascaded locks with multiple chambers. IEEE Transactions on Cybernetics 2018. Doi: 10.1109/TCYB.2018.2799303 (SCI)
Ji B, Yuan X*, Yuan Y. Modified NSGA-II for Solving Continuous Berth Allocation Problem: Using Multiobjective ConstraintHandling Strategy. IEEE Transactions on Cybernetics 2017; 47(9):2885-2895. (SCI)
Ji B, Yuan X*, Yuan Y. Orthogonal Design-Based NSGA-III for the Optimal Lockage Co-Scheduling Problem. IEEE Transactions on Intelligent Transportation Systems 2017; 18(8): 2085-2095. (SCI)
Ji B, Yuan X*, et al. Improved gravitational search algorithm for unit commitment considering uncertainty of wind power. Energy 2014; 67: 52-62. (SCI)
Ji B, Yuan X*, Li X, et al. Application of quantum-inspired binary gravitational search algorithm for thermal unit commitment with wind power integration. Energy Conversion and Management 2014; 87: 589-598. (SCI)
Yuan X, Ji B, et al. Co-scheduling of lock and water–land transshipment for ships passing the dam. Applied Soft Computing 2016; 45: 150-162. (SCI)
Yuan Y, Ji B, Yuan X*, et al. Lockage scheduling of Three Gorges-Gezhouba dams by hybrid of chaotic particle swarm optimization and heuristic-adjusted strategies. Applied Mathematics and Computation 2015; 270: 74-89. (SCI)
Yuan X, Ji B, Tian H, et al. Multiscaling analysis of monthly runoff series using improved MF-DFA approach. Water Resources Management 2014; 28(12): 3891-3903. (SCI)
Yuan X, Ji B, et al. An efficient chaos embedded hybrid approach for hydro-thermal unit commitment problem. Energy Conversion and Management 2015; 91: 225-237. (SCI)
Yuan X, Ji B, Zhang S, et al. An improved artificial physical optimization algorithm for dynamic dispatch of generators with valve-point effects and wind power. Energy Conversion and Management 2014; 82: 92-105. (SCI)
Yuan X, Ji B, Zhang S, et al. A new approach for unit commitment problem via binary gravitational search algorithm. Applied Soft Computing 2014; 22: 249-260. (SCI)
Yuan X, Ji B, Chen Z, et al. A novel approach for economic dispatch of hydrothermal system via gravitational search algorithm. Applied Mathematics and Computation 2014; 247: 535-546. (SCI)
季彬*,周赛琦,张政.分支定价方法求解带二维装箱约束的车辆路径问题[J/OL].控制理论与应用:1-9[2022-03-31].http://kns.cnki.net/kcms/detail/44.1240.TP.20211018.1101.004.html.(核心期刊)
张政,季彬*.考虑随机旅行时间与二维装载约束的越库配送车辆路径优化[J/OL].控制与决策:1-9[2022-03-31].DOI:10.13195/j.kzyjc.2021.1605.(核心期刊)
周果,季彬*,方晓平.多对多越库配送绿色车辆路径问题及算法研究[J/OL].铁道科学与工程学报:1-9[2022-03-31].DOI:10.19713/j.cnki.43-1423/u.T20211027.(核心期刊)
黄涵, 季彬*,基于多目标约束处理优化方法求解泊位岸桥联合分配问题[J].控制理论与应用, 2022, 39 ("null") : "null". http://kns.cnki.net/kcms/detail/44.1240.TP.20220429.1633.022.html(核心期刊)
韦倩, 季彬*. 融合分解和自适应邻域的多目标离散组合优化算法.计算机科学与探索, 2023: 1-18.(核心期刊)
国际会议大会报告:
(中国)Zhou S, Ji B*, Zhang Z, et al. Branch-and-Price Approach for Two-Dimensional Loading Constrained Vehicle Routing Problem with Simultaneous Pickup and Delivery[M]//CICTP 2022. 1202-1212.(EI)
(新加坡)Ji B*, Yu S, Su Z. A Multi-objective Constraint-handling based Approach for Short-term Hydro-thermal-wind Co-scheduling Problem. IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society. IEEE 2020. Doi: 10.1109/IECON43393.2020.9255007(EI)
(新加坡)Su Z*, Li C, Ji B. Robust Integral Trajectory Tracking of the Controllable Aerial Towed Drogue. IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society. IEEE 2020. Doi: 10.1109/IECON43393.2020.9254896(EI)
主持参与项目:
1. 国家自然科学基金面上项目:内河流域船-闸-港航运资源协同调配理论与方法, 2024.01-2027.12, No. 72371250 主持
2. 国家自然科学基金青年项目: 内河航道多梯级多线船闸联合调度优化理论与方法, 2021.01-2023.12, No. 72001216 主持
3. 湖南省自然科学优秀青年基金项目:内河集装箱轴辐式航运网络港航资源协同调配理论与方法,2024.01-2026.12,主持
4. 湖南省自然科学基金青年项目:不确定性需求带二维装载约束的同时取送货车辆路径问题鲁棒优化, 2020.01-2022.12, No. 2020JJ5780 主持
5. 中南大学特聘教授专项基金: 柔性作业车间调度优化理论与方法, 2018.07-2023.07,主持
6. 国家留学基金: 三峡-葛洲坝梯级水利枢纽多目标优化调度, 2016.09-2017.09 (No. 201606160036) 主持
7. 国家自然科学基金面上项目: 基于分布式滚动时域优化的梯级水利枢纽过闸/翻坝混合运输调度,2014.01-2017.12 No.51379080 项目执行负责人
8. 湖北省梯级水电站运行与控制重点实验室开放基金:水火风电系统短期多目标优化调度,2019.01-2020.12, No.2018KJX02,主持
9. 横向课题:某指挥官群智能体架构设计及建模, 2022.12-2023.12, SHJD2022JB01, 主持
10. 横向课题:面向陆域机动×××路径规划方法研究,2023-2025,负责子任务
11. 横向课题:南沙岛礁×××航空保障任务规划, 2022-2024, 负责子任务
12. 横向课题:长沙市交通运输系统安全运营咨询服务, 2023-2024,负责子任务
学术兼职:
多个国际知名期刊审稿人:IEEE Transactions on Intelligent Transportation Systems, European Journal of Operational Research, Computers & Operations Research, Journal of Water Resources Planning and Management, International Journal of Electrical Power and Energy Systems...
国家自然科学基金通信评审专家
讲授课程:
1.物流系统仿真
2.Introduction to mathematical modelling and optimization
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