杨东
办公室: 旭日楼 724
邮箱: yangdong@dhu.edu.cn
研究兴趣: 运筹学,产品配置优化
简介
杨东,男,汉族,1968年11月生,四川巴中市人。管理科学与工程学科教授、博士生导师。美国佐治亚理工访问学者,澳大利亚拉筹伯大学访问学者。获上海交通大学计算机应用博士学位。主要研究方向大规模定制下的产品配置及优化、能源运作优化等研究领域。在《European Journal of Operational Research》、《Engineering Applications of Artificial Intelligence》、《Computer-Aided Design》等国际杂志上发表SCI论文20多篇。在SCI数据库中论文总被引用次数80多次,H-index为11。作为项目主持人承担3项国家自然科学基金(面上项目)。
教育背景
1999.04-2003.06 上海交通大学,计算机科学与工程系,博士
1996.09-1999.03 电子科技大学,机械电子工程系,硕士
1985.09-1989.07 福州大学,机械工程系,学士
工作经历
2009.09至今 东华大学,管理00856大满贯电玩城二维码信管系,教授,博士生导师
2005.08 -2009.09 上海交通大学,机动00856大满贯电玩城二维码工业工程系,副教授
2003.08 - 2005.08 上海交通大学,机动00856大满贯电玩城二维码工业工程系,讲师
1989.10 - 1996.08 重庆通讯设备公司,助理工程师
学术经历
2013.02-2014.02,美国佐治亚理工00856大满贯电玩城二维码,高级访问学者
2018.08-2018.08,新西兰梅西大学,访问学者
2007.06-2007.09,澳大利亚拉筹伯大学(La Trobe University),访问学者
获奖荣誉
“面向大批量定制的协同商务和集成设计关键技术及实施研究”, 2005 年度上海市科学技术进步二等奖(获奖号:2005-071-019,排名第9)
现代生产管理学优质课程与教材建设,2004年度获上海交通大学教学成果二等奖(排名第4)
荣获The first Asian Semantic Web Conference (ASWC 2006)(第一届亚洲语义网国际会议)的大会最佳论文(Best paper awards)
荣获中国企业运筹学第九届学术年会论文二等奖,2014年
学术成果
期刊论文
Dong Yang*(杨东), Xiaohong Li, Roger J. Jiao, Bill Wang, Decision support to product configuration considering component replenishment uncertainty: A stochastic programming approach,Decision Support Systems, 105(1), pp 108-118, 2018. (SCI,影响因子3.565).
Xiaohong Li, Dong Yang*(杨东), A scenario-based stochastic programming approach for the product configuration problem under uncertainties and carbon emission regulations,Transportation Research Part E: Logistics and Transportation Review, 115, 126-146, 2018. (SCI影响因子3.289).
Dong Yang, Jianxin (Roger) Jiao, Yangjian Ji, Gang Du, Petri Helo, Anna Valente, Joint optimization for coordinated configuration of product families and supply chains by a leader-follower Stackelberg game, European Journal of Operational Research, 246(1), pp 263-280, 2015 (SCI).
Danping Wang, Gang Du, Roger J Jiao., Ray Wu, Jianping Yu, Dong Yang , A Stackelberg game theoretic model for optimizing product family architecting with supply chain consideration, International Journal of Production Economics, vol.172, pp 1-18, 2016.
Rui Dai, Mengqi Hu, Dong Yang, Yang Chen, A collaborative operation decision model for distributed building clusters, Energy, 84, pp 759-773, 2015(SCI).
Dong Yang, Ming Dong, Applying Constraint Satisfaction Approach to Solve Product Configuration Problems with Cardinality-based Configuration Rules, Journal of Intelligent Manufacturing, Vol. 24(1), pp. 99-111, 2013. (SCI impact factor: 1.081).
Dong Yan, Syed Zubair Ahmad, Dong Yang, Matthew effect, ABC analysis and project management of scale-free information systems, Journal of System and Software, 86(2), pp 247-254, 2013(SCI).
Xiaokun Chang, Ming Dong, Dong Yang, Multi-objective real-time dispatching for integrated delivery in a Fab using GA based simulation optimization, Journal of Manufacturing Systems, 32(4), pp 741-751, 2013(SCI).
Dong Yang, Ming Dong, A Dynamic Constraint Satisfaction Approach for Configuring Structural Products under Mass Customization, Engineering Applications of Artificial Intelligence, Vol.25(8), pp. 1723-1737, 2012. (SCI impact factor:1.665).
Dong Yang, Ming Dong, A constraint satisfaction approach to resolving product configuration conflicts, Advanced Engineering Informatics, Vol.26(3), pp.592‐602, 2012. (SCI impact factor:1.909).
Dong Yang, Ming Dong, A hybrid approach for modeling and solving product configuration problems, Concurrent Engineering Research and Applications, Vol. 20(1), pp.28-40, 2012. (SCI impact factor: 0.553).
Ming Dong, Dong Yang, C-X Wang, X-F Shao, Product line selection and pricing under modular composition choices and inventory pooling strategy, Proceedings of the Institution of Mechanical Engineers - Part B: Journal of Engineering Manufacture, Vol. 225(4), pp. 587-598, 2011(SCI)..
Yifan Wu, Ming Dong, Dong Yang, Cross-docking centre operation optimization using simulation-based genetic algorithm, Proceedings of the Institution of Mechanical Engineers - Part B: Journal of Engineering Manufacture, Vol. 225(7), pp. 1175-1187, 2011(SCI).
Dong Yang, Rui Miao, Hongwei Wu, Product configuration knowledge modeling using ontology web language, Expert Systems with Applications, vol. 36(3): 4399‐4411, 2009. (Times cited: 30, SCI Impact factor: 1.926).
Dong Yang, Hongwei Wu; Lixin Tong. UML-based approach for the development of shop floor control systems, International Journal of Production Research, Vol. 47(6), 2009.(SCI Impact factor: 0.799).
Dong Yang, Ming Dong; Rui Miao. Development of a product configuration system with ontology-based Approach, Computer-Aided Design, Vol. 40(8), pp.863-878, 2008. (Times cited: 26, SCI Impact factor: 1.677).
Ming Dong, Dong Yang, Ontology-based service product configuration system modeling and development, Expert systems with Applications, vol. 38(9), pp.11770-11786, 2011. (Times cited: 4, SCI Impact factor: 1.926)
Ming Dong, Dong Yang, Optimal decisions in product modularity design using real option approach,Concurrent Engineering Research and Applications, vol.18(1), 2010. (Times cited: 2, SCI impact factor: 0.553)
Rui Miao, Xinyi Zhang, Dong Yang, A conjugate bayesian approach for calculating process capability indices, Expert systems with Applications, Vol.38(7), pp.8099-8104 , 2011. (SCI Impact factor: 1.926)
Fenglin He, Ming Dong, Dong Yang, Modeling and Analysis of Reentrant Manufacturing Systems: Micro- and Macro-perspectives, Mathematical Problems in Engineering, Volume 2011, 2011.Doi:10.1155/2011. (SCI Impact factor: 0.777)
Ming Dong, Dong Yang, Product line selection and pricing under modular composition choices and inventory pooling strategy, Journal of Engineering Manufacture, vol. 225(4), pp. 587-598, 2011. (SCI Impact factor: 0.725).
Yan, Ye, Dong Yang. An ontology-based architecture for implementing semantic integration of supply chain management, International Journal of Computer Integrated Manufacturing, vol. 21(1),1–18, 2008 (SCI, Times cited: 10).
Yan Ye, Dong Yang. Ontology-based semantic models for supply chain management,International Journal of Advanced Manufacturing Technology, vol. 37(11-12): 1250-1260, 2008. ( SCI, Times cited: 8).
Yan Ye, Zhibin Jiang, Xiaodi Diao, Dong Yang, Gang Du, An ontology-based hierarchical semantic modeling approach to clinical pathway workflows, Computers in Biology and Medicine,2009 (39), pp. 722 - 732. (SCI, Times cited: 13).
Ming Dong, Dong Yang, PM2.5 Concentration Prediction Using Hidden Semi-Markov Model based Times Series Data Mining,Expert systems with Applications, vol. 36:9046-9055, 2009. (SCI, Times cited: 12).
Dong Yang, Lixin Tong, Yan Ye, Hongwei Wu. Applying CommonKADS and Semantic Web Technologies to Ontology-based E-government Knowledge Systems, Lecture Notes in Computer Science 4185, 2006. (SC1 收录).
Yan Ye, Dong Yang, Lixin Tong. A Knowledge- and Workflow-Based System for Supporting Order Fulfillment Process in the Build-to-Order Supply Chains, Lecture Notes in Computer Science 4185 (SCI收录, Best Paper Awards), 2006.
Dong Yang, Lixin Tong, Yan Ye. Supporting Effective Operation of E-governmental Services through workflow and knowledge management, Lecture Notes in Computer Science 4255 , 2006.(SCI收录).
Dong Yang, Zhang Shen-sheng. Goal-oriented Analysis and Agent-based Design of Agile Supply Chain, Lecture Notes In Computer Science 2642, 2003. (SCI 收录).
会议论文
杨敬成,杨东,供应链环境确定性需求下的产品组合研究,中国企业运筹学第九届学术年会,(二等奖)2014.
教学科研项目
考虑环境社会责任下数据驱动的个性化产品配置优化研究,国家自然科学基金(面上项目,编号:71971053),2020.01- 2023.12, 项目负责人。
订单装配供应链环境下的个性化产品配置及优化建模研究,国家自然科学基金(面上项目,编号:71371045),2014.01- 2017.12, 项目负责人。
面向我国高档豪华客车的客户可配置系统的建模与产品配置器研究,国家自然科学基金(面上项目,编号: 70971084),2010.1- 2012.12,项目负责人。
知识驱动的电子政务过程建模研究,国家自然科学基金(面上项目,编号:70471023),2005.01-2007.12,项目负责人。
基于云制造和绿色低碳的个性化产品和生产配置联合决策研究,教育部人文社会科学研究项目(编号:18YJA630129),2019.01-2021.12,项目负责人。
分享经济环境下考虑碳排放的企业个性化定制生产配置研究,上海市哲学社会科学规划项目(编号:2018BGL001),2019.01-2021.12,项目负责人。
分享经济环境下企业运营与资源配置理论研究,国家自然科学基金重点项目(71832001),2019.01-2023.12,主要参与者、子项目负责人。
《机器学习》课程,获2019年上海市教委本科重点课程建设项目,2019年6月-2021年5月。
授课课程
本科生:运筹学、机器学习
研究生:机器学习与R语言,研究生学术写作
社会服务
学术与社会职务
国家自然科学基金通讯评议专家;
European Journal of Operational Research, IEEE Transactions on Automation Science and Engineering Computer-Aided Design,Journal of Intelligent Manufacturing,International Journal of Production Research 等国际SCI学术期刊审稿人