张灿荣 - 清华大学 - 深圳国际研究生院

个人简介

教育经历 2008年09月-2009年09月，美国威斯康星大学麦迪逊分校，联合培养 2005年09月-2010年07月，清华大学，工业工程系，博士 2000年09月-2005年07月，西安交通大学管理学院工业工程系，双学士工作经历 2020.12-现在，清华大学深圳国际研究生院，教授、博导 2013.12-2020.11，清华大学深圳国际研究生院，副教授、博导 2010.07-2013.11，清华大学深圳国际研究生院，讲师学术兼职 Computers & Industrial Engineering，领域主编（Area Editor） INFORMS Conference on Service Science，项目主席（Program Chair）学术荣誉广东省杰青（2020年）深圳市地方级领军人才（2017年）深圳市海外孔雀计划人才（2014年）中日友好NSK机械工学优秀论文奖（2010年） IEEE自动化与物流国际会议最优论文（2007年）教学荣誉《高级运筹学》清华大学精品课（2019年）清华大学年度教学优秀奖（2018年）清华大学年度教学优秀奖（2017年首届）《高级运筹学》清华大学深圳研究生院精品课（2017年）清华大学深圳研究生院“良师益友”（2013年首届）

研究领域

方法层面：大规模优化、线性和整数规划、动态规划、随机优化、数据挖掘等应用层面：集装箱码头运作优化、生产计划与调度、物流网络设计和优化，以及相应的决策支持系统研发

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Wu Tao, Zhang Canrong, Chen Weiwei, Liang Zhe, Zhang Xiaoning. Unsupervised Learning-driven Matheuristic for Production-distribution Problems. Transportation Science, April 2022, forthcoming. Wang Mengtong#, Zhang Canrong*, Bell Michael, and Miao Lixin. A Branch-and-Price Algorithm for Location-Routing Problems with Pick-Up Stations in the Last-Mile Distribution System, European Journal of Operational Research, March 2022, forthcoming. Hao Xinye#, Zheng Li, Li Na, and Zhang Canrong*. The integrated bin packing and lot-sizing problem considering the configuration-dependent bin packing process. European Journal of Operational Research, March 2022, forthcoming. Wu Tao, Huang Le, Liang Zhe, Zhang Xiaoning, and Zhang Canrong. A Supervised Learning-Driven Heuristic for Solving the Facility Location and Production Planning Problem, European Journal of Operational Research, September 2022, 301(2): 785-796. Duan Hongda#, Miao Lixin, and Zhang Canrong*. A Semi-supervised Deep Learning Approach for Vessel Trajectory Classification Based on AIS Data, Ocean and Coastal Management, March 2022, 218: 106015. Wang Mengtong#, Miao Lixin, and Zhang Canrong*. A Branch-and-Price Algorithm for a Green Location Routing Problem with Multi-Type Charging Infrastructure, Transportation Research Part E: Logistics and Transportation Review, December 2021, 156: 1-30. Li Xiaowen#, Yang Xiuqing, Zhang Canrong, and Qi Mingyao*. A simulation study on the robotic mobile fulfillment system in high-density storage warehouses, Simulation Modelling Practice and Theory, November 2021, 112:1-17. Duan Guofang, Zhang Canrong, Gonzalez Priscila, and Qi Mingyao*. Performance evaluation for Robotic Mobile Fulfillment Systems with time-varying arrivals. Computers & Industrial Engineering, August 2021, 158: 1-22. Zhang Canrong, Zhang Dandan, and Wu Tao* Data-driven Branching and Selection for Lot-sizing and Scheduling Problems with Sequence-dependent Setups and Setup Carryover. Computers & Operations Research, August 2021, 132: 1-16. Yu Lina, Zhang Canrong, Jiang Jingyan, Yang Huasheng*, and Shang Huayan. Reinforcement learning approach for resource allocation in humanitarian logistics. Expert Systems with Applications, July 2021, 173: 1-14. Li Na, Li Xiaorui, Zhang Canrong, and Kong Nan. Integrated Optimization of Appointment Allocation and Access Prioritization in Patient-Centred Outpatient Scheduling. Computers & Industrial Engineering, April 2021, 154: 1-10. Wu Tao, Shi Zhongshun, and Zhang Canrong*. The hub location problem with market selection. Computers & Operations Research, March 2021, 127: 1-13. You Jintao#, Zhang Canrong, Xue Zhaojie, Miao Lixin, and Ye Bin. A bi-objective model for robust local container drayage problem. RAIRO - Operations Research,March 2021, 55: 625-646. Wu Tao, Shi Zhongshun, Liang Zhe, Zhang Xiaoning, and Zhang Canrong*. Dantzig-Wolfe Decomposition for the Facility Location and Production Planning Problem. Computers & Operations Research, December 2020, 124: 1-19. Zhang Canrong, Guan Hao, Yuan Yifei, Chen Weiwei, and Wu Tao. Machine learning-driven algorithms for the container relocation problem. Transportation Research Part B: Methodological, September 2020, 139: 102-131. Wei Mingyuan#, Guan Hao, Liu Yunhan, Gao Benhe, and Zhang Canrong*. Production, Replenishment and Inventory Policies for Perishable Products in a Two-echelon Distribution Network. Sustainability, June 2020, 12(11): 1-26. You Jintao#, Miao Lixin, Zhang Canrong*, and Xue Zhaojie. A generic model for the local container drayage problem using the emerging truck platooning operation mode. Transportation Research Part B: Methodological, March 2020, 113: 181-209. Xie Fanrui#, Wu Tao, and Zhang Canrong*. A Branch-and-Price Algorithm for the Integrated Berth Allocation and Quay Crane Assignment Problem. Transportation Science, September-October 2019, 53(5): 1427-1454. Wu Tao, Xiao Fan, Zhang Canrong, Zhang Defu, and Liang Zhe. Regression and Extrapolation Guided Optimization for Production-Distribution with Ship-Buy-Exchange Options. Transportation Research Part E: Logistics and Transportation Review, September 2019, 129: 15-37. Wei Mingyuan#, Qi Mingyao, Wu Tao, and Zhang Canrong*. Distance and Matching-Induced Search Algorithm for the Multi-level Lot-Sizing Problem with Substitutable Bill of materials. European Journal of Operational Research, September 2019, 277(2): 521-541. Yu Lina#, Yang Huasheng, Miao Lixin, and Zhang Canrong*. Rollout Algorithms for Resource Allocation in Humanitarian Logistics. IISE Transactions, August 2019, 51(8):887-909. Wang Zujian#, Qi Mingyao, Cheng Chun, and Zhang Canrong. A hybrid algorithm for large-scale service network design considering a heterogeneous fleet. European Journal of Operational Research, July 2019, 276(2): 521-541. Liu Changchun#, Xiang Xi, Zhang Canrong, Wang Qiang, and Zheng Li.A column generation based distributed scheduling algorithm for multi-mode resource constrained project scheduling problem. Computers & Industrial Engineering, November 2018, 125: 258-278. Qi Mingyao, Li Xiaowen, Yan Xuejun, and Zhang Canrong*. On the evaluation of AGVS-based warehouse operation performance. Simulation Modelling Practice and Theory, September 2018, 87: 379-394. Wu Tao, Xiao Fan, Zhang Canrong, He Yan, and Liang Zhe. The green capacitated multi-item lot sizing problem with parallel machines. Computers & Operations Research, October 2018, 98: 149-164. Wu Tao, Liang Zhe, and Zhang Canrong. Analytics Branching and Selection for the Capacitated Multi-Item Lot Sizing Problem with Non-Identical Machines. INFORMS Journal on Computing, Spring 2018, 30(2): 236-258. Zhang Canrong, Wu Tao, Qi Mingyao, and Miao Lixin. Simultaneous Allocation of Berths and Quay Cranes under Discrete Berth Situation. Asia-Pacific Journal of Operational Research, June 2018, 35(3): 1-28. Yu Lina#, Zhang Canrong, Yang Huasheng, and Miao Lixin. Novel Methods for Resource Allocation in Humanitarian Logistics Considering Human Suffering. Computers & Industrial Engineering, May 2018, 119: 1-20. Zhang Canrong, Xie Fanrui, Huang Kun, Wu Tao, and Liang Zhe. MIP Models and a Hybrid Method for the Capacitated Air-cargo Network Planning and Scheduling Problems. Transportation Research Part E: Logistics and Transportation Review, July 2017, 103: 158-173. Yang Huasheng#, Low Vincent, Zhang Canrong*, Zheng Li, and Miao Lixin. Behavior perception-based disruption models for the parallel machine capacitated lot-sizing and scheduling problem. International Journal of Production Research, 2017, 55(11): 3058-3072. Liu Changchun#, Zhang Canrong, and Zheng Li. A Bi-objective Model for Robust Yard Allocation Scheduling for Outbound Containers. Engineering Optimization, 2017, 49(1): 113-135. Liu Changchun#, Xiang Xi, Zhang Canrong, and Zheng Li. A Decision Model for Berth Allocation Under Uncertainty Considering Service Level Using an Adaptive Differential Evolution Algorithm. Asia-Pacific Journal of Operational Research, December 2016, 33(6): 1-28. Liu Changchun#, Zheng Li, and Zhang Canrong*. Behavior perception-based disruption models for berth allocation and quay crane assignment problems. Computers & Industrial Engineering, July 2016, 97: 258-275. He Yan, Wu Tao, Zhang Canrong, and Liang Zhe. An improved MIP heuristic for the intermodal hub location problem. Omega - International Journal of Management Science, December 2015, 57, Part B: 203-211. Liang Zhe, He Yan, Wu Tao, and Zhang Canrong*. An informative column generation and decomposition method for a product on planning and facility location problem. International Journal of Production Economics, December 2015, 170, Part A: 88-96. Xiao Jing#, Yang Huasheng, Zhang Canrong, Zheng Li, and Gupta Jatinder N. D. A Hybrid Lagrangian-Simulated Annealing-based heuristic for the parallel-machine capacitated lot-sizing and scheduling problem with sequence-dependent setup times. Computers & Operations Research, November 2015, 63:72-82. Xue Zhaojie#, Lin Wei-Hua, Miao Lixin, and Zhang Canrong. Local container drayage problem with tractor and trailer operating in separable mode. Flexible Services and Manufacturing Journal, September 2015, 27(2-3): 431-450. Xue Zhaojie#, Zhang Canrong, Yang Peng, and Miao Lixin. A Combinatorial Benders' Cuts Algorithm for the Local Container Drayage Problem. Mathematical Problems in Engineering, 2015. Zhang Canrong, Wu Tao, Zhong Ming, Zheng Li, and Miao Lixin. Location Assignment for Outbound Containers with Adjusted Weight Proportion. Computers & Operations Research, December 2014, 52, Part A: 84-93. Zhang Canrong, Wu Tao, Kim Kap Hwan, and Miao Lixin. Conservative Allocation Models for Outbound Containers in Container Terminals. European Journal of Operational Research, October 2014, 238(1): 155-165. Xue Zhaojie#, Zhang Canrong, Lin Wei-Hua, Miao Lixin, and Yang Peng. A tabu search heuristic for the local container drayage problem under a new operation mode. Transportation Research Part E: Logistics and Transportation Review, February 2014, 62: 136-150. Lin Jiahong#, Gao Benhe, and Zhang Canrong. Simulation-based investment planning for Humen Port. Simulation Modelling Practice and Theory, January 2014, 40: 161-175. Xiao Jing#, Zhang Canrong, Zheng Li, and Gupta Jatinder N. D. MIP-based fix-and-optimize algorithms for the parallel machine capacitated lot-sizing and scheduling problem. International Journal of Production Research, August 2013, 51(16): 5011-5028. Wu Tao, Zhang Canrong, Zhe Liang, and Leung Stephen C. H. A Lagrangian Relaxation-based Heuristic and Models Evaluation for Multi-level Lot Sizing Problems with Backorders. Computers & Operations Research, July 2013, 40(7): 1852-1863. Zhang Canrong, Wu Tao, Zheng Li, and Miao Lixin. A Lagrangian Relaxation-based Algorithm for the Allocation of Yard Cranes for Yard Activities with Different Priorities. Journal of Systems Science and Systems Engineering, June 2013, 22(2): 227-252. Xue Zhaojie#, Zhang Canrong, Miao Lixin, and Lin Wei-Hua. An Ant Colony Algorithm for Yard Truck Scheduling and Yard Location Assignment Problems with Precedence Constraints. Journal of Systems Science and Systems Engineering, March 2013, 22(1): 21-37. Zhang Canrong* and Chen Weiwei. A note on ‘A new dynamic programming formulation of (n×m) flowshop sequencing problems with due dates’. International Journal of Production Research, 2012, 50(16): 4631-4634. Zhang Canrong*, Zhang Zhihai, Zheng Li, and Miao Lixin. A decision support system for the allocation of yard cranes and blocks in container terminals. Asia-Pacific Journal of Operational Research, December 2011, 28(6): 803-829. Zhang Canrong, Chen Weiwei, Shi Leyuan, and Zheng Li. A note on deriving decision rules to locate export containers in container yards. European Journal of Operational Research, September 2010, 205(2): 483-485. Zhang Canrong, Zheng Li, Zhang Zhihai, Shi Leyuan, and Armstrong Aaron. The allocation of berths and quay cranes by using a sub-gradient optimization technique. Computers & Industrial Engineering, February 2010, 58(1): 40-50.