赵磊 - 清华大学 - 工业工程系

个人简介

Education Department of Systems and Industrial Engineering, the University of Arizona, USA, 2005 Doctor of Philosophy in Systems and Industrial Engineering Department of Systems and Industrial Engineering, the University of Arizona, USA, 2001 Master of Science in Systems Engineering Department of Thermal Energy Engineering, Tianjin University, China, 1995 Master of Science in Engineering Thermo-Physics Department of Civil Engineering, Tianjin University, China, 1992 Bachelor of Science in Heating, Ventilating, and Air Conditioning Professional Experience Department of Industrial Engineering, Tsinghua University, Beijing, China Associate Professor (12/2010 – present) Assistant Professor (01/2006 – 11/2010) Director, Institute of Operations Research and Statistics (03/2010 – present) Director, Health Care Services Research Laboratory (12/2007 – present) Co-director, Operations and Services (TOpS) Research Laboratory (12/2007 – present) Honers and Awards Student advisor award, Tsinghua University, second prize, 2010 SRT (Student research training) advisor award, the 28th Challenge Cup, Tsinghua University, excellent advisor, 2010 Teaching award (Sci. & Engr. Group), Tsinghua University, second prize, 2008 Innovations in Curriculum Award, IIE, winner (team award), 2007 Nominee to the Future Academician Colloquium at INFORMS 2005 Annual Meeting, San Francisco, California, USA, November 2005 Nominee to the 4th Annual IIE Doctoral Colloquium, Atlanta, USA, May 2005 Kececioglu's Reliability Research Fellowship, University of Arizona, USA, 1999 Excellent Student Fellowship, Tianjin University, China, 1993 Distinguished Student Program (awarded to 21 out of approximately 2,400 qualified students), Tianjin University, China, 1990-1992

研究领域

Stochastic optimization Approximate dynamic programming Stochastic programming Simulation optimization Computations in optimization Supply (chain) risk management Health care services & management Logistics management Urban operations research

近期论文

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Journal Papers Huang, Y*, L. Zhao, and W. B. Powell, I. O. Ryzhov. Optimal learning for urban delivery fleet allocation. Transportation Science, to appear. Huang, Y.*, M. Savelsbergh, and L. Zhao. 2018. Business-to-consumer e-commerce: home delivery in high density urban areas, Transportation Research Part B, 115 95-125. Sever, D.**, L. Zhao, N. Dellaert, E. Demir, T. Van Woensel, and T. De Kok. 2018. The dynamic shortest path problem with time-dependent stochastic disruptions. Transportation Research Part C, 92 42-57. Wan, Y.*, Y. Huang*, L. Zhao, T. Deng, and J.C. Fransoo. 2018. Demand estimation under multi-store multi-product substitution in high density traditional retail, European Journal of Operational Research, 266 99-111. Huang, Y.*, L. Zhao, and T. Van Woensel. 2017. Time-dependent vehicle routing problem with path flexibility, Transportation Research Part B, 95 169-195. Guo, S.*, L. Zhao, and X. Xu. 2016. Impact of supply risks on procurement decisions, Annals of Operations Research, 241 411-430. Tong, Y.*, L. Zhao, L. Li, and Y. Zhang. 2015. Stochastic programming model for oversaturated intersection signal timing, Transportation Research Part C, 58 474-486. Zhou, X., K. Wang, and L. Zhao. 2014. Variable-selection-based epidemic disease diagnosis, Communications in Statistics—Simulation and Computation, 43 1595-1610. Fang, J.*, L. Zhao, J. C. Fransoo, and T. Van Woensel. 2012. Sourcing strategies in supply risk management: an approximate dynamic programming approach, Computers & Operations Research, 40 1371-1382. He, M.*, L. Zhao, and W. B. Powell. 2012. An approximate dynamic programming algorithm for optimal dosage decisions in controlled ovarian hyperstimulation. European Journal of Operational Research, 222 328-340. Zhao, L., F. R. Langendoen*, and J. C. Fransoo. 2012. Supply management of high-value components with a credit constraint. Flexible Services and Manufacturing, 24 100-118. Higle, J. L. and L. Zhao. 2012. Adaptive and nonadaptive approaches to statistically based methods for solving stochastic linear programs: a computational investigation, Computational Optimization and Applications, 51(2) 509-532. Zhao, L., X. Peng, L. Li, and Z. Li. 2011. A fast signal timing algorithm for individual oversaturated intersections. IEEE Transactions on Intelligent Transportation Systems, 12(1) 280-283. Zhou, Y., L. Zhao, X. Zhao, and J. Jiang. 2011. A supplier selection and order allocation problem with stochastic demands. International Journal of Systems Science, 42(8) 1323-1338. He, M.*, L. Zhao, and W. B. Powell. 2010. Optimal control of dosage decisions in controlled ovarian hyperstimulation. Annals of Operations Research, 178 223-245. Under Review Chen Q.*, L. Zhao, J.C. Fransoo, and Z. Li*. Dual mode inventory management under a chance constraint: a simulation optimization approach. OR Spectrum, under review. Song, R.*, L. Zhao, J. C. Fransoo, and T. Van Woensel. Coordinated delivery in urban retail, Transportation Research Part E, under review. Ge, J.**, D. Honhon, J. C. Fransoo, and L. Zhao. Channel selection in traditional retail, Manufacturing & Services Operations Management, under revision. Ge, J.**, D. Honhon, J. C. Fransoo, and L. Zhao. Cash competition in the nanostore retail channel, Production and Operations Management, under review. In Progress Zhang, C.*, N.P. Dellaert, L. Zhao, T. Van Woensel, and D. Sever. Single vehicle routing with stochastic demands: approximate dynamic programming. Huang, Y.*, C. Wang, and L. Zhao. SCORE a retail store location. Book Chapters Huang, Y.*, R. Song*, L. Zhao, and J.C. Fransoo. 2017. Beijing: Where Future Meets History. In: Reaching 50 Million Nanostores: Retail Distribution in Emerging Megacities, Ed. by E.E. Blanco and J.C. Fransoo. and C. Mejia-Argueta. Huang, Y.*, L. Zhao, and S. Huang. 2015. Optimizing the oil production. In: Manufacturing Productivity in China, Ed. by L. Zheng and S. Huang. Accepted. In English & Chinese. Conference Proceedings Shao, Y.*, W. Zou*, L. Zhao, Y. Wang, M. Yu, and J. C. Fransoo. 2012. Understanding small retail stores in Chinese cities. Proceedings of the 4th World Conference P&OM. Amsterdam, Netherlands, July 1-5, 2012. Huang, Y.*, C. Shi*, L. Zhao, and T. Van Woensel. 2012. A Study on carbon reduction in the vehicle routing problem with simultaneous pickups and deliveries. Proceedings of the 2012 IEEE International Conference on Service Operations and Logistics, and Informatics (IEEE SOLI). Suzhou, China, July 8-10, 2012. (Best Student Paper Award) Li, R.*, A. Veenstra, M. Yu, L. Zhao, R. Zuidwijk. 2010. Information exchange in global logistics chains. Proceedings of the 2010 IEEE International Conference on Service Operations and Logistics, and Informatics (IEEE SOLI). Qingdao, China, July 8-10, 2010. Zhao, L. and S. Sen. 2006. A comparison of sample-path-based simulation-optimization and stochastic decomposition for multi-location transshipment problems, Proceedings of the 2006 Winter Simulation Conference (WSC), Monterey, CA, USA, December 3-6, 2006. RESEARCH PROJECTS National Natural Science Foundation of China (NSFC) Optimization and learning of urban delivery in mega-cities under omni-channel retailing (01/2018 – 12/2021), general project. Team: L. Zhao (PI), C. Wang, and S. Huang. Traditional retail channel logistics in megacities (01/2013 – 12/2016), international collaboration (NSFC-NWO) project. Team: L. Zhao (PI, NSFC), J.C. Fransoo (PI, NWO, TU/e), T. Van Woensel (TU/e), Q. Tan (Tianjin University), T. Deng, C. Wang. Building resilience against supply risks in supply chain management: a stochastic programming approach (01/2008 – 12/2010), general project. Team: L. Zhao (PI), L. Li, and H. Lin Behavioral supply chain management (01/2011 – 12/2014), major project. Team: X. Zhao (PI), J. Xie, P. Rao, H. Huang and L. Zhao Methods of logistics services and operations policies (01/2006 – 12/2009), major project. Team: L. Liu (PI), X. Zhao, J. Xie, F. Li, R. Yu, and L. Zhao Ministry of Science and Technology (MoST) Service innovation (10/2016 – 10/2019). Team: L. Zhao (PI), C. Wang (Co-PI), L. Li, L. Ma, J. Jia, and J. Yan. Top-level design study and implementations of systems engineering methodologies in enterprise applications (10/2014 – 09/2016). Team: L. Zheng (PI), L. Li (Co-PI), C. Wang, M. Yu, L. Zhao, D. Liu, and H. Cao. Industry Collaborations Dispatching algorithms in LNG logistics (11/2017 – present). Collaborator: Shandong Optimization and Logistics Co. Team: L. Zhao (PI), M. Shen, L. Li, and C. Zhu. System engineering education and training (2015 – present). Collaborator: Aviation Industry Corporation of China (AVIC-IT). Team: C. Wang (PI), L. Li, and L. Zhao. Decision methodologies on retail supermarket store location (06/2015 – 11/2015). Collaborator: Beijing Hualian Hypermarket Co., Ltd. Team: L. Zhao (PI) and C. Wang (Co-PI). Planning in pre-production logistics at Changan Automotive (04/2014 – 07/2014). Collaborator: Sinotrans Air Transportation Development Co. Ltd. (SinoAir), Hebei Branch. Team: L. Zhao (PI) and Y. Cheng (Co-PI). Crude oil procurement optimization and decision system (02/2012 – 10/2012). Collaborator: China Petroleum & Chemical Corporation (Sinopec Corp), Qilu Company, China. Team: L. Zheng (PI), S. Huang (PI), L. Zhao (Co-PI), L. Li (Co-PI). Logistic planning in tobacco industry, Guangdong province (03/2011 – 09/2011). Collaborator: COSCONET (Beijing) Co. Ltd. Team: L. Zhao (PI) andM. Yu (Co-PI). Logistic planning in tobacco industry, Yunnan & Hunan provinces (03/2011 – 06/2011). Collaborator: COSCONET (Beijing) Co. Ltd. Team: M. Yu (PI), L. Zhao (Co-PI). Development of optimization solver for constrained traveling salesman and vehicle routing problems (07/2010 – 02/2011). Collaborator: Mitsubishi Heavy Industry Co., Japan. Team: L. Zhao (PI), M. Yu, and C. Zhu. Dynamic inventory management (07/2009 – 01/2010). Collaborator: General Mills Operations, LLC, USA. Team: L. Zhao (PI) and X. Zhao. Production plan modifying system: supply chain disruption management (09/2008 – 03/2009). Collaborator: Mitsubishi Heavy Industry Co., Japan. Team: L. Zhao (PI) and X. Zhao Carbon emission evaluation indicator system and decision support system for the China Railways (01/2010 – 12/2010). Collaborator: IBM China Research Laboratory. Team: M. Yu (PI) and L. Zhao. Workforce management and planning (01/2010 – 12/2010). Collaborator: China Petroleum & Chemical Corporation (Sinopec Corp), Maoming Company. Team: L. Li (PI) and L. Zhao. A simulation study on supply chain visibility in ocean container transportation (08/2008 – 06/2009). Collaborator: Rotterdam School of Management, Erasmus University, Netherlands. Team: M. Yu (PI) and L. Zhao. Automatic routing of piping layout. Collaborator: Mitsubishi Heavy Industry Co., Japan. Phase 1: Single route piping layout & interface design (09/2006 – 03/2007). Team: S. Huang (PI), L. Zhao (PI), H. Huang, and X. Wang. Phase 2: Multi-route piping layout (07/2007 – 03/2008). Team: L. Zhao (PI), X. Wang (Co-PI), H. Huang, and L. Li. Express delivery services network design and process improvement. Collaborator: Sinotrans Air Transportation Development Co. Ltd (SinoAir). Phase 1: Re-design the sorting center in Beijing hub (11/2006 – 05/2007). Team: S. Huang (PI), L. Zhao (Co-PI), and L. Li (Co-PI). Phase 2: Local networks design in Beijing hub and its regional networks (09/2007 – 10/2008). Team: L. Zhao (PI) and L. Li (Co-PI).