楊東
辦公室: 旭日樓 724
郵箱: yangdong@dhu.edu.cn
研究興趣: 運籌學,産品配置優化
簡介
楊東,男,漢族,1968年11月生,四川巴中市人。管理科學與工程學科教授、博士生導師。美國佐治亞理工訪問學者,澳大利亞拉籌伯大學訪問學者。獲上海交通大學計算機應用博士學位。主要研究方向大規模定制下的産品配置及優化、能源運作優化等研究領域。在《European Journal of Operational Research》、《Engineering Applications of Artificial Intelligence》、《Computer-Aided Design》等國際雜志上發表SCI論文20多篇。在SCI數據庫中論文總被引用次數80多次,H-index為11。作為項目主持人承擔3項國家自然科學基金(面上項目)。
教育背景
1999.04-2003.06 上海交通大學,計算機科學與工程系,博士
1996.09-1999.03 電子科技大學,機械電子工程系,碩士
1985.09-1989.07 福州大學,機械工程系,學士
工作經曆
2009.09至今 bevictor伟德官网,管理學院信管系,教授,博士生導師
2005.08 -2009.09 上海交通大學,機動學院工業工程系,副教授
2003.08 - 2005.08 上海交通大學,機動學院工業工程系,講師
1989.10 - 1996.08 重慶通訊設備公司,助理工程師
學術經曆
2013.02-2014.02,美國佐治亞理工學院,高級訪問學者
2018.08-2018.08,新西蘭梅西大學,訪問學者
2007.06-2007.09,澳大利亞拉籌伯大學(La Trobe University),訪問學者
獲獎榮譽
“面向大批量定制的協同商務和集成設計關鍵技術及實施研究”, 2005 年度上海市科學技術進步二等獎(獲獎号:2005-071-019,排名第9)
現代生産管理學優質課程與教材建設,2004年度獲上海交通大學教學成果二等獎(排名第4)
榮獲The first Asian Semantic Web Conference (ASWC 2006)(第一屆亞洲語義網國際會議)的大會最佳論文(Best paper awards)
榮獲中國企業運籌學第九屆學術年會論文二等獎,2014年
學術成果
期刊論文
Dong Yang*(楊東), 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,影響因子3.565).
Xiaohong Li, Dong Yang*(楊東), 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影響因子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 收錄).
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收錄, 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收錄).
Dong Yang, Zhang Shen-sheng. Goal-oriented Analysis and Agent-based Design of Agile Supply Chain, Lecture Notes In Computer Science 2642, 2003. (SCI 收錄).
會議論文
楊敬成,楊東,供應鍊環境确定性需求下的産品組合研究,中國企業運籌學第九屆學術年會,(二等獎)2014.
教學科研項目
考慮環境社會責任下數據驅動的個性化産品配置優化研究,國家自然科學基金(面上項目,編号:71971053),2020.01- 2023.12, 項目負責人。
訂單裝配供應鍊環境下的個性化産品配置及優化建模研究,國家自然科學基金(面上項目,編号:71371045),2014.01- 2017.12, 項目負責人。
面向我國高檔豪華客車的客戶可配置系統的建模與産品配置器研究,國家自然科學基金(面上項目,編号: 70971084),2010.1- 2012.12,項目負責人。
知識驅動的電子政務過程建模研究,國家自然科學基金(面上項目,編号:70471023),2005.01-2007.12,項目負責人。
基于雲制造和綠色低碳的個性化産品和生産配置聯合決策研究,教育部人文社會科學研究項目(編号:18YJA630129),2019.01-2021.12,項目負責人。
分享經濟環境下考慮碳排放的企業個性化定制生産配置研究,上海市哲學社會科學規劃項目(編号:2018BGL001),2019.01-2021.12,項目負責人。
分享經濟環境下企業運營與資源配置理論研究,國家自然科學基金重點項目(71832001),2019.01-2023.12,主要參與者、子項目負責人。
《機器學習》課程,獲2019年上海市教委本科重點課程建設項目,2019年6月-2021年5月。
授課課程
本科生:運籌學、機器學習
研究生:機器學習與R語言,研究生學術寫作
社會服務
學術與社會職務
國家自然科學基金通訊評議專家;
European Journal of Operational Research, IEEE Transactions on Automation Science and Engineering Computer-Aided Design,Journal of Intelligent Manufacturing,International Journal of Production Research 等國際SCI學術期刊審稿人