曹布阳 CAO BU YANG 教授
电子邮件:caobuyang@tongji.edu.cn

主讲课程:

    系统分析与设计
    GIS导论
    软件项目与过程管理

研究方向:

    运筹学与优化算法
    数据分析、挖掘与机器学习
    GIS和优化技术在物流领域中的应用

    机器学习与人工智能在智慧城市中的应用
   

 

部分科研项目简介

  • 基于大数据和数据挖掘技术的智慧城市决策综合平台,中央高校科研基金项目
  • 基于图数据库的对象关系挖掘与分析,上海市公安局大数据应用项目
  • (长三角)城市大数据信息库的智能运行管理研发, 中央高校科研基金项目
  • 城市社会来临背景下的中国智慧城市理论体系建构及其发展战略研究, 国家社科基金重大项目
  • eBay云平台状态自动监控和资源的最佳配置
  • 开发“城镇化与城镇建设动态监测集成平台”,中华人民共和国建设部11.5重大科技攻关项目
  • 为同济建筑设计研究院进行同济建筑设计研究院信息管理系统规划
  • 为同济建筑设计研究院进行同济建筑设计研究院信息管理系统开发
  • 为Orkin 开发服务人员派送系统以有效地利用公司资源并最大限度地满足客户的需求
  • 为USS开发定期管理和配送流动卫生设施的决策系统
  • 为Sunstate研发了设备租赁和设备配送应用系统,以最小的代价提供满意的服务
  • 为联邦快递(FedEx)开发一个服务区域规划应用系统以便更好地利用公司资源为客户提供优质服务
  • 为MSDI开发一个基于Web的系统,用于在给定的服务订单集合中优化查找访问顺序
  • 为加州汽车协会(CAA)设计并开发一个Web系统,用于客户有效地指派上门检查人员
  • 为Sears(美国的主要零售商)开发一个车内导航系统,为其12000名技术人员的日常服务运营而服务
  • 为FedEx Ground 开发服务区域的最优规划系统
  • 为Yellow Roadway Corporation(美国最大的LTL公司)的交通运输网络的设计和分析提供咨询服务和改进建议, 并开发相应的优化算法
  • 为BostonCoach(一家豪华轿车服务公司)设计并开发一个Web系统,用于指派和调度其车队并提供优良的客户服务
  • 为Sempra Energy(南加州燃气公司)设计并开发一个基于Web的系统,以便更有效地指派调度其技术人员进行维护工作
  • 为Schindler Elevator Corporation(全球最大的电梯制造商之一)开发了一个基于C/S的维护路径规划系统,以便指派和安排其技术队伍进行维护工作

 

部分论文简介

  • Zhu, M., Cao, B., Yuan M., and Zeng, J., (2017), “Localization Accuracy Improvement with Context Knowledge Based Map”, The Asia Pacific Web and Web-Age Information Management Joint Conference on Web and Big Data (APWeb-WAIM 2017), Beijing, China.

  • Shan, S., Cao, B. (2017), “A Short-Term Forecast Approach of Public Buildings’ Power Demands upon Multi-source Data”, 2017 International Cross-Domain Conference.

  • Shan, S., Cao, B. (2017), “Follow a guide to solve urban problems: the Creation and Application of Urban Knowledge Graph”, IET Software, Vol. 3.

  • Cao, B. (2016), “Data Analytics and Its Applications in Smart Cities”, The Forth International Conference on Information Technology and Quantitative Management, Asan, Korea.

  • Shan, S., Cao, B. (2016), “Forecasting the degree of crowding in urban public open space upon multi-source data”, International Symposium on Computation Intelligence and Design (ISCID) Hangzhou, China.
  • Cao, B., Glover, F. and Rego, C. (2015), “A tabu search algorithm for cohesive clustering problems”, Journal of Heuristics, Vol. 21, pp 457 – 477.
  • He, Z. Cao, B., and Liu, Y. (2015), “Accurate Real-Time Traffic Speed Estimation Using Infrastructure-Free Vehicular Networks”, International Journal of Distributed Sensor Networks. Vol. 2015, Article ID 530194.
  • Xu, Zh., Cao, B. (2015), “A Parallel Tabu Search Algorithm with Solution Space Partition for Cohesive Clustering Problems”, Proceeding of 15th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2015), Zhangjiajie, China.
  • Guo, Sh., Cao, B. (2015), “Text Mining and Its Applications”, Proceeding of 2015 International Conference on Computer Science and Intelligent Communication (CSIC 2015), Zhengzhou, China.
  • Binod, B., Cao, B. (2015), “Efficiency Analysis of Genetic Algorithm and Ant Colony Optimization Techniques for Travelling Salesman Problem”, Proceeding of 2015 International Conference on Computer Science and Intelligent Communication (CSIC 2015), Zhengzhou, China.
  • Cao, B., Glover, F. (2014), “A Tabu Search Algorithm for Cohesive Clustering Problems”, 20th Conference of the International Federation of Operations Research Societies (IFORS 2014), Barcelona, Spain.
  • Zhang, S., Cao, B. (2014), “A Study on Incremental Bayesian Model for Monitoring in Cloud Computing Systems”, 2014 7th International Conference on Information Management, Innovation Management and Industrial Engineering, Xi’an, China.
  • Li, L., Cao, B. (2013), “A Study on CEP-based System Status Monitoring in Cloud Computing Systems”, 2013 6th International Conference on Information Management, Innovation Management and Industrial Engineering, Xi’an, China.
  • Chen, Z., Cao, B. (2013), “Detecting Unhealthy Cloud System Status”, Lecture Notes in Electrical Engineering, Proceedings of the 2013 International Conference on Computer Engineering and Network (CENet2013), Springer-Verlag, Berlin, Heidelberg.
  • Cao, B. (2012), “Solving Vehicle Routing Problems Using an Enhanced Clarke-Wright Algorithm: A Case Study”, Computational Logistics, Third International Conference, ICCL 2012 Proceedings. Springer-Verlag, Berlin, Heidelberg.
  • Fang, Z., Cao, B. and Jiang X. (2012), “A Research on Multi-Resource Allocation Solution in Cloud Computing Systems”, The 2012 World Conference in Computer Science, Computer Engineering, and Applied Computing, Las Vegas, US.
  • Wang, X., Cao, B., and Xu, C. (2012), “A resource allocation strategy based on Parallel mechanism for multi-core servers”, 2012 2nd International Conference on Electric Information and Control Engineering, Lushan, China.
  • Cao, B., and Bozkaya, B. (2012), “Vehicle routing in service industry using decision support systems”, in Decision Making in Service Industry: A Practical Approach. A book edited by J. Faulin, A.A. Juan, S.E. Gransman, , and M.J. Fry. Taylor & Francis.
  • Huang, X., and Cao, B. (2012), “Research on Contract Logistics Mathematical Model and System Based on Lindo and Baidu Map”, Advanced Materials Research, Vol. 452-453., pp. 894 – 899.
  • Yuwei, Yin., Buyang, Cao. (2011), “A Genetic Algorithm based Approach for Capacitated Location/Allocation Problems”, The International Conference on Electronics, Communications and Control (ICECC2011)
  • Burcin, Bozkaya., Buyang, Cao.(2011), “Routing Solutions for the Service Industry”, Hybrid Algorithms for Service, Computing and Manufacturing Systems: Routing, Scheduling and Availability Solutions. (A book edited by J.R. Montoya-Torres, A.A. Juan, L. Huaccho, J. Faulin, G. Rodriguez-Verjan)
  • Buyang, Cao. and Fred, Glover. (2010), “Creating Balanced and Connected Clusters for Improved Service Delivery Routes in Logistics Planning”, Journal of System Sciences and System Engineering
  • Blakeley, F., Bozkaya, B., Cao, B., Hall, W. (2003), “Optimizing Periodic Maintenance Operations for Schindler Elevator Corporation”, Interfaces Vol. 33, pp. 67 – 79.
  • Cao, B., Sun, M., Macleod, C. (1999), “Applying GIS and Combinatorial Optimization to Fiber Deployment Plans”, Journal of Heuristics Vol. 5, pp. 385 – 402.
  • Weigel, D. and Cao, B. (1999), “Applying GIS and OR Techniques to Solve Sears Technician Dispatching and Home Delivery Problems”, Interfaces Vol. 29, pp. 112 – 130.
  • Cao, B. and Glover, F. (1997), “Tabu Search and Ejection Chains – Application to a Node Weighted Version of the Cardinality-Constrained TSP”, Management Science Vol. 43, pp. 908 – 921.
  • Cao, B. and Uebe, G. (1995), “Solving Transportation Problems with Nonlinear Side Constraints with Tabu Search”, Computers and Operations Research Vol. 22, pp. 593 – 603.

 

获奖经历

  • 2002年,因为运营研究和管理科学方面的成就,INFORMS(运筹学与管理科学协会)颁发Franz Edelman Finalist Award
  • 1998年,因为运营研究和管理科学方面的成就,INFORMS(运筹学与管理科学协会)颁发Franz Edelman Finalist Award
  • 1997年美国国家零售业联合体颁发零售创新技术奖

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