发表论文 | 在IEEE Transactions on Fuzzy Systems、IEEE Transactions on Intelligent Transportation Systems、Information Sciences、Applied Soft Computing、Computers & Industrial Engineering、International Journal of Production Research、中国管理科学、系统工程学报等国内外重要学术期刊上发表论文30余篇，代表性论文如下：
[1]Hongguang Ma, Rongchao Yang, Xiang Li*. Delivery routing for a mixed fleet of conventional and electric vehicles with road restrictions. International Journal of Production Research, 2024.
[2]Xiang Li, Nan Chen, Hongguang Ma*, Fapeng Nie, Xianzhe Wang. A parallel genetic algorithm with variable neighborhood search for the vehicle routing problem in forest fire-fighting. IEEE Transactions on Intelligent Transportation Systems, 2024.
[3]Xiang Li, Zhaohua Pan, Hongguang Ma*, Bowen Zhang. Neural network-based subway regenerative energy optimization with variable headway constraints. IEEE Transactions on Intelligent Transportation Systems, 2023, 24(9): 9698-9711.
[4]Hongguang Ma, Ming Yang, Xiang Li*. Integrated optimization of customized bus routes and timetables with consideration of holding control. Computers & Industrial Engineering, 2023, 175: 108886.
[5]李想, 李亚男, 马红光*. 考虑乘客效用的多元化共享出行平台协同定价策略研究. 中国管理科学, 2022.
[6]李想, 李沁轩, 马红光*. 面向预约拼车服务的混合车队订单指派与路径规划. 系统工程学报, 2022.
[7]Xiang Li, Ming Yang, Hongguang Ma*, Kaitao (Stella) Yu. Data-driven bus timetabling with spatial-temporal travel time. Industrial Management & Data Systems, 2022, 122(10): 2281-2298.
[8]Xiang Li, Tianyu Zhang, Liang Wang, Hongguang Ma*, Xiande Zhao. A minimax regret model for the leader-follower facility location problem. Annals of Operations Research, 2022, 309: 861-882.
[9]Hongguang Ma, Xiang Li*. Multi-period hazardous waste collection planning with consideration of risk stability. Journal of Industrial and Management Optimization, 2021, 17(1): 393-408.
[10] Xiang Li, Xuexin Liu, Hongguang Ma*, Songtao Hu. Integrated routing optimization for post-disaster rapid-detailed need assessment. International Journal of General Systems, 2020, 49(5): 521-545.
[11] Hongguang Ma, Xiang Li*, Haitao Yu. Single bus line timetable optimization with big data: A case study in Beijing. Information Sciences, 2020, 536: 53-66.
[12] Hongguang Ma, Xiang Li*, Yankui Liu. Multi-period multi-scenario optimal design for closed-loop supply chain network of hazardous products with consideration of facility expansion. Soft Computing, 2020, 24(4): 2769-2780.
[13] Hongguang Ma, Jipeng Wu, Xiaoyang Li*, Rui Kang. Condition-based maintenance optimization for multi-component systems under imperfect repair—Based on RFAD model. IEEE Transactions on Fuzzy Systems, 2019, 27(5): 917-927.
[14] Xiaoyang Li, Jipeng Wu, Hongguang Ma*, Xiang Li, Rui Kang. A random fuzzy accelerated degradation model and statistical analysis. IEEE Transactions on Fuzzy Systems, 2018, 26(3): 1638-1650.
[15] Hongguang Ma, Xiang Li*. Closed-loop supply chain network design for hazardous products with uncertain demands and returns. Applied Soft Computing, 2018, 68: 889-899.
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主持及主要参与科研项目 | [1]数据驱动的公交线路多模式动态联合调度优化研究, 2022.11-2025.12, 北京市社会科学基金青年项目, 主持.
[2]数据驱动的危险化学品道路运输风险评价与路网规划, 2020.01-2021.06, 中国博士后科学基金面上资助, 主持.
[3]智慧停车预约共享算法验证测试, 2023.01-2023.08, 北京市智慧交通发展中心委托项目, 主持.
[4]大数据驱动的零售物流需求预测与智能仓配管理研究, 2022.11-2024.11, 北京工商大学人文社科科研平台委托课题, 主持.
[5]基于共线客流与路况的公交调度优化数据分析, 2019.09-2019.12, 北京市交通信息中心委托项目, 主持.
[6]网约车运营群体事件的数智化治理, 北京市科技新星计划交叉合作课题, 2023.10-2025.10, 50万元, 参与. |
| 获得或申请专利 | 授权国内外专利15项，代表性专利如下：
[1]一种危化品多车型运输的半开放式车辆路径优化方法, 专利号: ZL201911309655.6.
[2]基于全程车与区间车组合调度的公交线路串车优化方法, 专利号: ZL202011472683.2.
[3]一种数据驱动的城市交通流速模式识别与实时预测预警方法, 专利号: ZL202110244773.4.
[4]一种面向交通枢纽到达客流疏散的多出行模式组合调度方法, 专利号: ZL202110244774.9.
[5]Method for optimizing bus bunching based on the combinatorial scheduling of whole-zone bus and inter-zone bus, Australia's Innovation Patent, No. 2021100757.
[6]森林防火预警通讯设备的铺设方案确定方法, 专利号: ZL202210543114.5.
[7]一种基于混合智能算法的地铁安全防撞时刻表优化方法, 专利号: ZL202210514180.X.
[8]一种柔性装配作业车间调度的混合优化方法, 专利号: ZL202010446415.7.
[9]一种考虑多种顾客选择规则的竞争设施选址方法, 专利号: ZL202010583840.0.
[10]一种订单指派与车辆路径优化方法、装置及设备, 专利号: ZL202211114476.9.
[11]公交线路车辆排班计划两阶段生成方法及程序产品, 专利号: ZL202210416977.6.
[12]一种基于SVM算法的平台用户付费行为预测方法, 专利号: ZL202310723583.X.
[13]一种竞争环境下的多场景多商品连锁便利店选址优化方法, 专利号: ZL202010513795.1.
[14]一种混合能源车队配送路径优化方法, 专利号: ZL202310715834.X. |
