Miao Lixin
Professor

Professional Experience & Education

Professional History

    2002.3-present, Professor, Graduate School at Shenzhen, Tsinghua University

    2000.1-2002.12, Leader of the expert group on Transportation Simulation, Keio University (Program supported by Japan's Ministry of industry and Commerce)

    1987.6-2002.2, Lecturer/Associate Professor, Department of Civil Engineering, Tsinghua University

    1997.1-1998.6, Visiting Professor, The University of Kansas


Education

    1984.9-1987.5, Master of Science in Transportation Engineering, Tongji University


Instruction & Advising

Current Courses:

    Discrete Selection Modeling and Its Applications; Seminar on Logistics Technology and Management of Professionalism; Traffic Flow Theory and Control; Logistics Information Techniques; Introduction to Transportation Engineering; Intelligent Transporation with High Precision Positioning; Traffic Simulation and Modeling; Analysis and Optimization of Logistics Systems


Research

Interests:

    Logistics systems design and planning, logistics informatics, operations research and optimization, systems simulation, transportation planning, and Enterprise logistics management.

Current Projects:

  1. “86-3” program, Research on key technologies in intelligent urban public transportation operations and scheduling

  2. Planning of Guangzhou Nansha Logistics Park

  3. Detailed planning and land use control of the core area in West China Modern Logistics Port

  4. Presiding over Shenzhen and Guangdong Province Logistics Professional Qualification Standards, nine textbooks, one question bank with more than ten thousand questions and examination training system software, which are the only officially specified textbooks and application system in Guangdong.

  5. 2013.1-2016.12 Space-time optimization of mobile facility path problem under uncertainty, National Natural Science Foundation Project.

  6. 2012.1-2015.12 Optimization and simulation of key job strategy for multi-shuttle automated storage and retrieval systems, National Natural Science Foundation Youth Science Fund Project.

  7. 2016.1-2019.12 Operation optimization in multi-shuttle automated storage and retrieval systems with the consideration of share storage and uncertainties, National Natural Science Foundation Project.

  8. 2018.01-2021.12 Collaborative optimization of electric bus charging and scheduling considering the characteristics of distribution network and operation uncertainties, National Natural Science Foundation Project, Leader.


Additional Positions

Vice President Of China Logistics Association

Permanent Co-Chairman of TLOG

Expert Member of The Standardization Technical Committee of National Logistics Information Management

Team Leader of National High-Tech Industrialization Guide For The Modern Transportation

Special Researcher Of Guangdong Provincial People's Government Development Research Center

Vice President Of Guangdong Logistics Association And Director of Academic Technical Committee

Chairman of International Logistics Committee of East Asia Transport Association


  1. Liu, P., Wang, W., Chen, Y., Feng, X., & Miao, L. (2017). Concrete damage diagnosis using electromechanical impedance technique. Construction & Building Materials, 136, 450-455. (SCI)

  2. Wang, X., Meng, Q., & Miao, L. (2016). Delimiting port hinterlands based on intermodal network flows: model and algorithm. Transportation Research Part E Logistics & Transportation Review, 88, 32-51. (SCI)

  3. Chen, J., Qi, M., & Miao, L. (2016, December). The Electric Vehicle Routing Problem with Time Windows and Battery Swapping Stations. In 2016 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) (pp. 712-716). IEEE. (EI, ISTP)

  4. Yang, P., Peng, Y., Ye, B., & Miao, L. (2016). Integrated optimization of location assignment and sequencing in multi-shuttle automated storage and retrieval systems under modified 2 n-command cycle pattern. Engineering Optimization, 1-17. (SCI)

  5. Lei, C., Lin, W. H., & Miao, L. (2016). A two-stage robust optimization approach for the mobile facility fleet sizing and routing problem under uncertainty. Computers & Operations Research, 67(C), 75-89. (SCI)

  6. Yang, P., Yang, K., Wang, S., Miao, L., & Ye, B. (2016, October). Optimal 3D compact AS/RS storage rack design with full turnover-based storage policy considering the operating characteristics of S/R machine. In CIE 2016: 46th International Conferences on Computers and Industrial Engineering, Tianjin. (EI)

  7. Zhang, K., Ma, Z., Zhang, C., & Miao, L. (2016, October). A survey of Hub location problem for the new network structure research. In CIE 2016: 46th International Conferences on Computers and Industrial Engineering, Tianjin. (EI)

  8. Jiang, J., Ye, B., Xie, D., Li, J., Miao, L., & Yang, P. (2016). Sector decomposition of China’s national economic carbon emissions and its policy implication for national ETS development. Renewable and Sustainable Energy Reviews. (SCI)

  9. Yang, H., Low, V., Zhang, C., Zheng, L., & Miao, L. (2016). Behaviour perception-based disruption models for the parallel machine capacitated lot-sizing and scheduling problem. International Journal of Production Research, 1-15. (SCI)

  10. Chen, B., Wang, D. Z., Gao, Y., Zhang, K., Miao, L., & Wang, B. (2016). Effects of traffic lights for Manhattan-like urban traffic network in intelligent transportation systems. Transportmetrica B: Transport Dynamics, 1-13. (SCI)

  11. Lin, B., Chen, B., Gao, Y., Chi, K. T., Dong, C., Miao, L., & Wang, B. (2016). Advanced Algorithms for Local Routing Strategy on Complex Networks. PloS one, 11(7), e0156756. (SCI)

  12. Ye, B., Yang, P., Jiang, J., Miao, L., Shen, B., & Li, J. (2016). Feasibility and economic analysis of a renewable energy powered special town in China. Resources, Conservation and Recycling. (SCI)

  13. Ye, B., Jiang, J., Miao, L., & Xie, D. (2016). Interprovincial allocation of China's national carbon emission allowance: an uncertainty analysis based on monte-carlo simulations. Climate Policy. (SCI)

  14. Zhang, Y., Snyder, L. V., Qi, M., & Miao, L. (2016). A heterogeneous reliable location model with risk pooling under supply disruptions. Transportation Research Part B Methodological, 83, 151-178. (SCI)

  15. Ye, B., Jiang, J., Miao, L., Li, J., & Peng, Y. (2016). Innovative carbon allowance allocation policy for the Shenzhen emission trading scheme in China. Sustainability, 8(1), 3. (SCI)

  16. Qin, L., Yang, P., & Miao, L. (2016). Model and Algorithm for Inventory/Routing Decision in a Delivery and Pickup System. Journal of Computational and Theoretical Nanoscience, 13, 1-9. (SCI)

  17. Ye, B., Miao, L., Yang, P., & Jiang, J. (2015). The Analysis of Carbon Price Volatility Properties in EU-ETS. In ICMMSEE (pp.625-632). (ISTP)

  18. Yang, P., Miao, L., Xue, Z., & Qin, L. (2015). An integrated optimization of location assignment and storage/retrieval scheduling in multi-shuttle automated storage/retrieval systems. Journal of Intelligent Manufacturing, 26(6), 1145-1159. (SCI)

  19. Ye, B., Jiang, J., Miao, L., Yang, P., Li, J., & Shen, B. (2015). Feasibility study of a solar-powered electric vehicle charging station model. Energies, 8(11), 13265-13283. (SCI)

  20. Jiang, J., Ye, B., Xie, D., & Miao, L. (2015). Dynamic Nonlinear Relationships between Carbon Emission Allowance and Reduction Credit Markets-Based on the IRF-DCC Model. In Geo-Informatics in Resource Management and Sustainable Ecosystem (pp. 770-777). Springer Berlin Heidelberg. (EI, ISTP)

  21. Zhang, Y., Qi, M., Lin, W. H., & Miao, L. (2015). A metaheuristic approach to the reliable location routing problem under disruptions. Transportation Research Part E Logistics & Transportation Review, 83, 90-110. (SCI)

  22. Xue, Z., Lin, W. H., Miao, L., & Zhang, C. (2015). Local container drayage problem with tractor and trailer operating in separable mode. Flexible Services and Manufacturing Journal, 27(2), 1-20. (SCI)

  23. Yang, P., Miao, L., Xue, Z., & Ye, B. (2015). Variable neighborhood search heuristic for storage location assignment and storage/retrieval scheduling under shared storage in multi-shuttle automated storage/retrieval systems. Transportation Research Part E Logistics & Transportation Review, 79, 164-177. (SCI)

  24. Lei, C., Lin, W. H., & Miao, L. (2015). A stochastic emergency vehicle redeployment model for an effective response to traffic incidents. IEEE Transactions on Intelligent Transportation Systems, 16(2), 898-909. (SCI)

  25. Ye, B., Jiang, J., Miao, L., & Yang, P. (2015). Sustainable energy options for a low carbon demonstration city project in Shenzhen, China. Journal of Renewable & Sustainable Energy, 7(2), 023122. (SCI)

  26. Yang, P., Miao, L., Xue, Z., & Qin, L. (2015). Optimal storage rack design for a multi-deep compact AS/RS considering the acceleration/deceleration of the storage and retrieval machine. International Journal of Production Research, 53(3), 929-943. (SCI)

  27. Zhu, M., Cheng, X., Miao, L., & Sun, X. (2015). Random field modeling of track irregularity of Beijing-Guangzhou high-speed railway with Karhunen-Loève expansion. International Journal of Distributed Sensor Networks, 2015, 1-9. (SCI)

  28. Qi, M., Xia, M., Miao, L., & Zhang, Y. (2015). Competitive facility location problem with foresight in discrete space based on tabu search. In International Conference on Computer Science and Intelligent Communication, Zhengzhou, China (pp. 444-448). (EI, ISTP)

  29. Xue, Z., Zhang, C., Yang, P., & Miao, L. (2015). A combinatorial Benders’ cuts algorithm for the local container drayage problem. Mathematical Problems in Engineering, 2015(7), 1-7. (SCI)

  30. Zhang, Y., Qi, M., Miao, L., & Wu, G. (2015). A generalized multi-depot vehicle routing problem with replenishment based on LocalSolver. International Journal of Industrial Engineering Computations, 6(1), 81-98.

  31. Mehrbod, M., Xue, Z., Miao, L., & Lin, W. H. (2015). A straight priority-based genetic algorithm for a logistics network. RAIRO-Operations Research, 49(2), 243-264. (SCI)

  32. Li, H., Yang, H., & Miao, L. (2015). Bimodal interaction within highway congestion and transit in-vehicle crowding with heterogeneous commuters. In Proceedings of the 20th International Conference of Hong Kong Society for Transportation Studies, Hong Kong (p. 63). (EI)

  33. Li, Q., Wang, Q., & Miao, L. (2015). Route Choice Modeling for High-Density Network Using Probe Data. In CICTP 2015 (pp. 2719-2730). (EI)

  34. Li, Q., Hu, H., & Miao, L. (2015). Queue Length Estimation Using Probe Vehicle Data for a Congested Arterial Road. In CICTP 2015 (pp. 2295-2306). (EI)

  35. Li, Q., Lian, F., & Miao, L. (2015). A Probe-Based Traffic Signal Control Method for an Arterial Corridor. In CICTP 2015 (pp. 1995-2006). (EI)

  36. Li, Q., Zhu, G., & Miao, L. (2015). Developing operation layer of logistics information system based on EPCIS. International Journal of Embedded Systems, 7(2), 115-122. (EI)

  37. Mehrbod, M., Tu, N., & Miao, L. (2015). A hybrid solution approach for a multi-objective closed-loop logistics network under uncertainty. Journal of Industrial Engineering International, 11(2), 237-252. (SCI)

  38. Lei, C., Lin, W. H., & Miao, L. (2014). A multi-cut L-shaped based algorithm to solve a stochastic programming model for the mobile facility routing and scheduling problem. European Journal of Operational Research, 238(3), 699-710. (SCI)

  39. Zhang, Y., Qi, M., Miao, L., & Liu, E. (2014). Hybrid metaheuristic solutions to inventory location routing problem. Transportation Research Part E Logistics & Transportation Review, 70, 305–323. (SCI)

  40. Zhang, C., Wu, T., Kim, K. H., & Miao, L. (2014). Conservative allocation models for outbound containers in container terminals. European Journal of Operational Research, 238(238), 155–165. (SCI)

  41. Zhang, K., Miao, L., Li, Q., & Hou, G. (2014). Improvement of global map matching algorithm based on fréchet distance. In 21st World Congress on Intelligent Transport Systems, ITSWC 2014. (EI)

  42. Xue, Z., Zhang, C., Lin, W. H., Miao, L., & Yang, P. (2014). A tabu search heuristic for the local container drayage problem under a new operation mode. Transportation Research Part E Logistics & Transportation Review, 62(1), 136–150. (SCI)

  43. Qin, L., Miao, L., Ruan, Q., & Zhang, Y. (2014). A local search method for periodic inventory routing problem. Expert Systems with Applications, 41(2), 765-778. (SCI)

  44. Li, Q., Zhu, G., & Miao, L. (2014). A TDVRP Model for Financial Convoy Service in China. In Cota International Conference of Transportation Professionals (pp.733-745). (EI)

  45. Zhu, M., Cheng, X., & Miao, L. (2014). Numerical simulations of dynamic responses of high-speed trains to random track irregularities. In Sustainable Development of Critical Infrastructure (pp. 289-297). (EI)

  46. Lei, C., Lin, W. H., Miao, L., & Qi, M. (2013). Stochastic mobile facility routing and scheduling problem. In International IEEE Conference on Intelligent Transportation Systems (pp.1823-1828). (EI, ISTP)

  47. Ruan, Q., Zhang, Z., Miao, L., & Shen, H. (2013). A hybrid approach for the vehicle routing problem with three-dimensional loading constraints. Computers & Operations Research, 40(6), 1579-1589. (SCI)

  48. Zhang, C., Tao, W. U., Zheng, L., & Miao, L. (2013). A Lagrangian relaxation-based algorithm for the allocation of yard cranes for yard activities with different priorities. Journal of Systems Science and Systems Engineering, 22(2), 227-252. (SCI)

  49. Qi, M., Zhang, Y., Zhang, J., & Miao, L. (2013). A new two-phase hybrid metaheuristic for vehicle routing problem with time windows. Journal of the Eastern Asia Society for Transportation Studies, 10, 880-896.

  50. Zhu, M., Cheng, X., Miao, L., Sun, X., & Wang, S. (2013). Advanced stochastic modeling of railway track irregularities. Advances in Mechanical Engineering. (SCI)

  51. Yang, P., & Miao, L. (2013). Job scheduling optimization in multi-shuttle automated storage and retrieval system. Computer Integrated Manufacturing Systems, 19(7), 1626-1632. (EI)

  52. Yang, P., Miao, L., Qin, L., & Xue, Z. (2013). The impact on designing storage rack for a multi-deep compact AS/RS on the speed profile of the storage and retrieval machine. In International Conference on Information Management, Innovation Management and Industrial Engineering (pp.209-212). (EI, ISTP)

  53. Xue, Z., Zhang, C., Miao, L., & Lin, W. H. (2013). An ant colony algorithm for yard truck scheduling and yard location assignment problems with precedence constraints. Journal of systems science and systems engineering, 22(1), 21-37. (SCI)

  54. Qi, M., Yang, K., & Miao, L. (2013). A Freight Forecasting Model Based on Computable General Equilibrium. Journal of Industrial Technological Economics, 3, 002.

  55. Qi, M., Lin, W. H., Li, N., & Miao, L. (2012). A spatiotemporal partitioning approach for large-scale vehicle routing problems with time windows. Transportation Research Part E: Logistics and Transportation Review, 48(1), 248-257. (SCI)

  56. Mehrbod, M., Tu, N., Miao, L., & Wenjing, D. (2012). Interactive fuzzy goal programming for a multi-objective closed-loop logistics network. Annals of Operations Research, 201(1), 367-381. (SCI)

  57. Miao, L., Ruan, Q., Woghiren, K., & Ruo, Q. (2012). A hybrid genetic algorithm for the vehicle routing problem with three-dimensional loading constraints. RAIRO-Operations Research, 46(1), 63-82. (SCI)

  58. Xu, W., Miao, L., & Lin, W. H. (2012). Stochastic user equilibrium assignment in schedule-based transit networks with capacity constraints. Discrete Dynamics in Nature and Society, 2012. (SCI)

  59. Zhang, C., Zhang, Z., Zheng, L., & Miao, L. (2011). A decision support system for the allocation of yard cranes and blocks in container terminals. Asia-Pacific Journal of Operational Research, 28(06), 803-829. (SCI)

  60. Mehrbod, M., Miao, L., Ding, W., Song, Q., & Gao, Z. (2011). A competitive facility location problem considering the consumer selection behavior. In International Conference on Management and Service Science, MASS 2011. (EI)

  61. Ruan, Q., & Miao, L. (2010). Research and application of multi-logistics centers' location based on system clustering method and modified centroid method. In International Conference of Logistics Engineering and Management (pp.3655-3663). (EI)

  62. Xu, Q., Miao, L., & Cui, T. (2010, October). Entropy theory based analysis of supply chain coordination efficiency. In Supply Chain Management and Information Systems (SCMIS), 2010 8th International Conference. IEEE. (EI)

  63. Ruan, Q., Miao, L., & Zheng, Z. (2010, October). A novel clustering-based approach for the location of multi-logistics centers. In Supply Chain Management and Information Systems (SCMIS), 2010 8th International Conference (pp. 1-5). IEEE. (EI)

  64. Mai, Y., Teo, C. P., Miao, L., & Xu, Q. (2010, October). Geometric approach for logistics outsoursing contracting. In Supply Chain Management and Information Systems (SCMIS), 2010 8th International Conference. IEEE. (EI)

  65. Yang, P., Qi, M., & Miao, L. (2010, January). Optimal boundaries for class-based Automated Storage/Retrieval systems considering the acceleration/deceleration of the storage and retrieval machine. In 2010 International Conference on Logistics Systems and Intelligent Management (pp.1400-1404). IEEE. (EI, ISTP)

  66. Xu, Q., Zhang, M., & Miao, L. (2010, January). A new newsvendor problem with time-based parameters under normally distributed demands. In 2010 International Conference on Logistics Systems and Intelligent Management (pp.927-931). IEEE. (EI, ISTP)

  67. Mai, Y., Teo, C. P., & Miao, L. (2010, January). Optimal logistics outsourcing: A geometric approach. In 2010 International Conference on Logistics Systems and Intelligent Management (pp. 709-714). IEEE. (EI, ISTP)

  68. Qi, M., Lin, W. H., Li, N., & Miao, L. (2010). Spatiotemporal partitioning approach for large-scale vehicle routing problem with time windows. In Transportation Research Board 89th Annual Meeting.

  69. Wang, X., Meng, Q., Miao, L., & Fwa, T. (2009). Impact of land bridge on port market area: model development and scenario analysis. Transportation Research Record: Journal of the Transportation Research Board, (2097), 78-87. (SCI)

  70. Qin, J., & Miao, L. (2009). Combined simulated annealing algorithm for logistics network design problem. In International Workshop on Intelligent Systems and Applications (pp.1-4). IEEE. (EI)

  71. Qin, J., Shi, F., Miao, L. X., & Tan, G. J. (2009). Optimal model and algorithm for multi-commodity logistics network design considering stochastic demand and inventory control. Systems Engineering - Theory & Practice, 29(29), 176–183. (EI)

  72. Li, Y., & Miao, L. (2009). Technical efficiency of container terminals in China using a multi-activity data envelopment analysis model. In Proceedings of the 9th International Conference of Chinese Transportation Professionals, ICCTP 2009: Critical Issues in Transportation System Planning, Development, and Management (Vol. 358, pp. 3086-3092. (EI)

  73. Zhou, D., Li, Q., & Miao, L. (2009). Modeling on setting up bus lane in urban area with the constraint of travel time reliability. In International Conference on Management and Service Science (pp.1-4). IEEE. (EI)

  74. Zou, H., Li, Q., & Miao, L. (2009). Evaluation of satisfaction degree towards public transit based on reliability. In International Conference on Management and Service Science (pp.1-4). IEEE. (EI)

  75. Qin, J., Miao, L., Shi, F., & Chen, C. (2009). Model and algorithm for the berth allocation problem with time windows. In Control and Decision Conference, 2009. CCDC '09. Chinese (pp.4947-4950). (EI)

  76. Qi, M., Miao, L., & Jie, S. (2009). A spatial-temporal distance based two-phase heuristic algorithms for vehicle routing problem. In International Conference on Natural Computation, Icnc 2009, Tianjian, China (Vol.5, pp.352-357). (EI)

  77. Lee, D. H., Wang, H. Q., & Miao, L. (2008). Quay crane scheduling with non-interference constraints in port container terminals. Transportation Research Part E: Logistics and Transportation Review, 44(1), 124-135. (SCI)

  78. Lee, D. H., Qiu Wang, H., & Miao, L. (2008). Quay crane scheduling with handling priority in port container terminals. Engineering Optimization, 40(2), 179-189. (SCI)

  79. Li, X., Xu, Q., Mai, Y., & Miao, L. (2008, October). Newsboy model with price-and time-sensitive uncertainty demand. In Service Operations and Logistics, and Informatics, 2008. IEEE/SOLI 2008. IEEE International Conference (pp. 2656-2661). IEEE. (EI, ISTP)

  80. Qin, J., Shi, F., Miao, L. X., & Chen, Q. (2008). Quantitative measure for transportation network efficiency. In 2008 Workshop on Power Electronics and Intelligent Transportation System, PEITS 2008 (pp.500-504). (EI)

  81. Shibasaki, R., Li, J., Miao, L., & Watanabe, T. (2008).  Impacts on regional freight flow of infrastructure investment project in pearl river delta. In Proceedings of the 13th International Conference of Hong Kong Society for Transportation Studies: Transportation and Management Science (pp. 675-684). (EI)

  82. Qi, M., Miao, L., Zhang, L., & Xu, H. (2008).  A new Tabu Search heuristic algorithm for the vehicle routing problem with time windows. In 2008 International Conference on Management Science and Engineering 15th Annual Conference Proceedings, ICMSE (pp. 1648-1653). (EI)

  83. Lee, D. H., Wang, H. Q., & Miao, L. (2007). An approximation algorithm for quay crane scheduling with non-interference constraints in port container terminals. Tristan VI, Phuket.

  84. Shibasaki, R., Kannami, Y., Onodera, H., Li, J., Miao, L., & Watanabe, T. (2007). Impact of Chinese port policy using the model for international container cargo simulation. In Proceedings of the Eastern Asia Society for Transportation Studies, the 7th International Conference of Eastern Asia Society for Transportation Studies, 2007 (pp. 146-146).

  85. Le, Y., & Miao, L. (2006). Genetic algorithm for bi-level programming model of public logistics terminal planning. In Transportation Research Board 85th Annual Meeting (No. 06-2135).

  86. Wang, H., Lee, D., Cao, Z., & Miao, L. (2006). Quay crane scheduling with non-crossing and safety distance constraints in port container terminals. In 36th International Conference on Computers and Industrial Engineering, ICC and IE 2006 (pp. 1209-1221). (EI)

  87. Xu, Q., Miao, L., Chen, H., & Tian, Q. (2005). Transportation hubs and city sustainable development.  In 11th International Conference on Industrial Engineering and Engineering Management, Shenyang (pp. 137-141). (ISTP)

  88. Ji, S., Li, K., Miao, L., Wang, R., & Guo, K. (2004). Design of a new type of AGV based on computer vision. Chinese Journal of Mechanical Engineering-English Edition, 17(1), 97-101. (EI)

  89. Tian, Q., Miao, L., Zheng, L., & Xu, Q. (2004). Base on CIMS's enterprise distribution network design. In Proceedings of the World Engineers' Convention 2004 (Vol. A, pp. 304-307). CSTP. (ISTP)

  90. Liu, Y., Zhang, X., Miao, L., & Shi, W. (2004). Supply chain inventory control: Solutions and methods. In Proceedings of the World Engineers' Convention 2004 (Vol. A, pp. 383-390). CSTP. (ISTP)

  91. Miao, L., Guo, X., & Miao, Z. (2003, October). The bullwhip effect in the supply chain and the corresponding solution. In Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems (Vol. 2, pp. 1054-1059). IEEE. (EI, ISTP)

  92. Xiong, H., Miao, L., & Shi, Q. (2003, October). Network level framework for Beijing Roadway Management System. In Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems (Vol. 2, pp. 1309-1312). IEEE. (EI, ISTP)

  93. Li, Q., & Miao, L. (2003, October). Integration of China's intermodal freight transportation and ITS technologies. In Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems (Vol. 1, pp. 715-719). IEEE. (EI, ISTP)

  94. Miao, L., Feng, W., & Long, X. (1997). Development of the Prototype of an Expert System for Parking Planning. In Parking & Intelligent Transportation Symposium, Banff, Alberta, Canada.

  95. Miao, L., & Lee, J. (1997). A Study of Parking Characteristics at Beijing CBD. In Parking & Intelligent Transportation Symposium, Banff, Alberta, Canada.

“Integrated logistics park planning method and engineering demonstration project”, Second Class Prize for Scientific and Technological Progress Award, China Federation of Logistics & Purchasing, 2011 (Provincial and ministerial level)

 “Reform and practice of experiment teaching in logistics”, First Class Prize for Teaching Achievement Award, Tsinghua University, 2008

 “The establishment of Shenzhen Logistics Engineering & Simulation Laboratory”, First Class Prize for Scientific and Technological Progress Award, China Federation of Logistics & Purchasing, 2006 (Provincial and ministerial level)

 “Logistics curriculum planning and teaching experiment platform establishment”, First Class Prize for Teaching Achievement Award, Tsinghua University, 2006

 “Complex traffic flow control design, equipment development and engineering demonstration construction”, Second Class Prize for Scientific and Technological Pro-gress Award, Sichuan Province, 2005 (Provincial and ministerial level)