Biography
Dr. Runliang Dou is an associate professor in College of Management and Economics, Tianjin University. He received the Ph.D. degree in Management Science and Engineering in 2007 from the College of Management and Economics in Tianjin University. His research interests mainly focus on Big Data Analytics and Intelligent Decision, Machine Learning and Data Mining, Product and Service Innovation, and Customer Demand Analytics.
Dr. Dou has published tens of papers in the following international academic journals: Knowledge- Based Systems, Applied Soft Computing, Computers & Industrial Engineering, Journal of Intelligent Manufacturing,Systems Journal, IEEE and Journal of Management Sciences in China. He hostsorparticipates in many projects supported by National Natural Science Foundation of China, the Ministry of Education and enterprises.
Dr. Dou is the Deputy Secretary-general in Chinese Industrial Engineering Institution, CMES, and Secretary-general in Chinese Industrial Engineering Department Heads. He organizes international academic exchange activities many times, and he also serves as International Program Committee Member or Session Chair in couples of the above conferences. He keeps close academiccooperationand exchanges with professors in the related fields from universities at home and abroad.
Dr. Dou also serves as associate editor or area editor for many international journals such as Computers & Industrial Engineering, International Journal of Industrial Engineering andInternational Journal of Computational Intelligence Systems. As guest editor, he has launched several special issues on frontier research in international renowned journals.
Publications
Journals
[1]Runliang Dou, Yubo Zhang, Guofang Nan, Iterative Product Design through Group Opinion Evolution[J], International Journal of Production Research, 2017(Second Round Review )
[2]Chen-Fu Chien, Runliang Dou, Wenhan Fu. Strategic Capacity Planning for Smart Production: Decision Modeling under Demand Uncertainty [J]. Applied Soft Computing, 2017（Second Round Review）
[3]Fuzan Chen, Harris Wu, Runliang Dou, Minqiang Li. An Approach for Complex Classification based on Class-dependent Feature Subspace[J], Industrial Management & Data Systems,2017（Accepted）
[4]Guofang Nan, Feihong Shi, Runliang Dou, Minqiang Li. Duopoly Pricing of Software Products under Free Strategy: Limited-feature vs. Seeding[J], Computers & Industrial Engineering, 2016, 100:13-23
[5]Runliang Dou, Chao Zong, Minqiang Li. An interactive genetic algorithm with the interval arithmetic based on hesitation and its application to achieve customer collaborative product configuration design [J]. Applied Soft Computing, 2016, 38: 384-394.
[6]Chen-Fu Chien, Chia-Yu Hsu, James R. Morrison, Runliang Dou, Semiconductor manufacturing intelligence and automation Foreward，Computers &Industrial Engineering，2016.9.01，99：315－317
[7]Runliang Dou, Yubo Zhang, Guofang Nan. Customer-oriented product collaborative customization based on design iteration for tablet personal computer configuration, Computers & Industrial Engineering, 2016, 99: 474–486
[8]Runliang Dou, Chao Zong, Guofang Nan. Multi-Stage Interactive Genetic Algorithm for Collaborative Product Customization [J]. Knowledge Based Systems, 2016, 92:43-54
[9]Dou R, Zhang Y, Nan G. Application of combined Kano model and interactive genetic algorithm for product customization [J]. Journal of Intelligent Manufacturing, 2016:1-16.
[10]Runliang Dou, Junpeng Guo, Xianglong Tian, Chao Zon. Interactive Genetic Algorithm for Customers Personalized Demand [J]. Journal of Management Sciences in China, 2016,19(1):24－34
[11]Fuzan Chen, Runliang Dou, Minqiang Li, Harris Wu. A flexible QoS-aware Web service composition method by multi-objective optimization in cloud manufacturing [J]. Computers & Industrial Engineering 2016,99: 423–431
[12]Nan Feng, Xue Yu, Runliang Dou, Bingning Pan. Managing risk for business processes: A fuzzy based multi-agent system [J]. Journal of Intelligent and Fuzzy Systems, 2015, 29(6):2717-2726.
[13]Guofang Nan, Chao Zang, Runliang Dou. Pricing and Resource Allocation for Multimedia Social Network in Cloud Environments [J]. Knowledge Based System, 2015, 88:1-11
[14]Runliang Dou, Guofang Nan. Optimizing Sensor Network Coverage and Regional Connectivity in Industrial IoT Systems [J]. Systems Journal, IEEE 2015, PP(99):1-10.
[15]Runliang Dou, Chao Zong. Application of Interactive Algorithm Based on Hesitancy Degree [J]. International Journal of Computational Intelligence Systems, 2014, 7(2):74-84.
[16]Runliang Dou, Chao Zong, Minqiang Li. Application of an Interactive Genetic Algorithm in the Conceptual Design of Car Console [J] , WSEAS Transactions on Systems, 2014, 13(59): 596-605.
[17]Qian Li, Runliang Dou, Fuzan Chen, Guofang Nan. A QoS-oriented Web service composition approach based on multi-population genetic algorithm for Internet of things [J]. International Journal of Computational Intelligence Systems, 2014, 7(2):26-34.
[18]Runliang Dou, Chao Zong, an Empirical Study of Product Configuration Design Based GSA[C]. CIE2015－45th International Conference on Computers & Industrial Engineering, Metz, France, October 28-30, 2015
[19]Runliang Dou, Li Ting. Scheme selection of product energy-saving design based on data envelopment analysis [J]. Applied Mechanics and Materials.2011, (44-47): 2080-2084.
[20]Runliang Dou. Optimum design of 3-RRR planar parallel Manipulators [J]. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2010, 224(2):411-418.
[21]RunLiang Dou, Yang Guang. A Two-phase optimization study on strategic alliance partners selection of collaborative product design[C]. 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management, IE & EM 2010, 2010. 480-483.
[22]Zhuangsheng Zhu, Runliang Dou. Optimum design of 2-DOF parallel manipulators with actuation redundancy [J]. Mechatronics, 2009, 19 (5):761-766.
[23]Runliang Dou, Hui Zheng. Model of design for energy saving of products based on the integration of TRIZ/AD/QFD [C], IEEE 16th International Conference on Industrial Engineering and Engineering Management, 2009.171-175.
[24]Ying Lin, Liang Ge, Runliang Dou. Adaptive error-check solution [J]. Journal of Computer Applications, 2009, 29(1):5-8.
[25]Ying Lin, Xiaohui Jiang, Runliang Dou. Research on bag grain quantity recognition based on image recognition [J]. Application Research of Computers, 2009, 26(4) 1572-1574+1590.
[26]Runliang Dou, Hui Zheng. Initial Study of Products Design of Virtual Enterprise based on Mass Customization [J]. Chinese Agricultural Mechanization, 2008, (6):47-49.
[27]Runliang Dou, Xuan Wei, Hui Zheng. The architecture design of J2EE-based distributed cooperative CAD platform [C].2008 IEEE Symposium on Advanced Management of Information for Globalized Enterprises, AMIGE’08, Sept. 2008.274-278.
[28]Runliang Dou. Research on the integration of KBE and CAE for products flexible modular design [J].Manufacturing Automation, 2007, 29(1):54-57.
[29]Runliang Dou, Guofang Nan. Construction of Multi-level Clock Tree Based on Simulated Annealing [J].Computer Engineering, 2007, 33(20):1-3-7.
[30]Runliang Dou, Hui Zheng. A Model of Product Design and Development under MC and the Relevant Analysis Methodology [J]. Chinese Agricultural Mechanization, 2006, (2):48-49.
Books
[1] Editor, Proceedings of 23rd International Conference on Industrial Engineering and Engineering Management (IEEM2016), 2016, Springer, ISBN: 978-94-6239-254-0 (Print) 978-94-6239-255-7 (Online)
[2]Editor, Proceedings of 22nd International Conference on Industrial Engineering and Engineering Management (IEEM2015), 2015, Springer, ISBN: 978-94-6239-176-5 (Print) 978-94-6239-177-2 (Online)
[3]Editor, Proceedings of 21st International Conference on Industrial Engineering and Engineering Management (IEEM2014), 2014, Springer, ISBN: 978-94-6239-101-7 (Print) 978-94-6239-102-4 (Online)
[4]Editor, Proceedings of 2014 5th International Asia Conference on Industrial Engineering and Management Innovation (IEMI2014), 2014, Atlantis Press, ISBN (on-line): 978-94-6252-015-8.
[5]Editor, the proceeding of 2014 IEEE International Conference on Industrial Engineering and Information Technology (IEIT 2014), 2014, IEEE, Print ISBN: 978-1-4799-1628-3.
[6]Editor, Proceedings of 2013 4th International Asia Conference on Industrial Engineering and Management Innovation (IEMI2013), 2013, Springer,ISBN: 978-3-642-40059-9 (Print) 978-3-642-40060-5 (Online).
[7]Editor, Proceedings of 20th International Conference on Industrial Engineering and Engineering Management (IEEM2013), 2013, Springer, ISBN: 978-3-642-40071-1 (Print) 978-3-642-40072-8 (Online);ISBN: 978-3-642-40062-9 (Print) 978-3-642-40063-6 (Online).
[8]Editor, the 19th International Conference on Industrial Engineering and Engineering Management (IEEM2012), 2012, Springer, ISBN: 978-3-642-37269-8 (Print) 978-3-642-37270-4 (Online); ISBN: 978-3-642-38432-5 (Print) 978-3-642-38433-2 (Online);ISBN: 978-3-642-38390-8 (Print) 978-3-642-38391-5 (Online).
[9]Editor, the 19th International Conference on Industrial Engineering and Engineering Management (IEEM2012), 2012, Springer, ISBN: 978-3-642-38426-4 (Print) 978-3-642-38427-1 (Online);ISBN: 978-3-642-38441-7 (Print) 978-3-642-38442-4 (Online).
[10]Editor, Proceedings of 2012 3rd International Asia Conference on Industrial Engineering and Management Innovation (IEMI2012), 2012, Springer,ISBN: 978-3-642-33011-7 (Print) 978-3-642-33012-4 (Online).
[11]Editor, International Asia Conference on Industrial Engineering and Management Innovation (IEMI2012) Proceedings, 2012, Springer,ISBN: 978-3-642-38444-8 (Print) 978-3-642-38445-5 (Online).
[12]Editor, Proceedings of 2011 IEEE 18th International Conference on Industrial Engineering and Engineering Management (IEEM2011), 2011, IEEE, Print ISBN: 978-1-61284-446-6.
[13]Editor, Proceeding of 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management (IEEM2010), 2010, IEEE, Print ISBN: 978-1-4244-6483-8.
[14]Editor, Proceeding of 2009 IEEE 16th International Conference on Industrial Engineering and Engineering Management (IEEM2009), 2009, IEEE,Print ISBN: 978-1-4244-3671-2 E-ISBN: 978-1-4244-3672-9.
Projects
Government Sponsored Researches
[1] Research onoptimization of interactive collaborative on the design of the configurator for complex products with Mass Customization requirements, supported by National Natural Science Foundation of China.
[2] Research on the configurator for complex products with Mass Customization requirements based on Genetic Algorithm, supported by the Ministry of Education, China.
[3] Research oncollaborative evolution algorithm and its application, supported byNational Natural Science Foundation of China.
Academic & Social Services
Service forAcademic Organizations
【Service forAcademic Organizations】
[1] The Deputy Secretary-general in Chinese Industrial Engineering Institution, CMES.
[2] The Secretary-general in Chinese Industrial Engineering Department Heads.
【Service for Academic Journals】
[1] Associate Editor, International Journal of Industrial Engineering: Theory, Applications and Practice
[2]Area Editor, Computers & Industrial Engineering
[3]Area Editor, International Journal of Computational Intelligence Systems
[4]Managing Guest Editor, Computers & Industrial Engineering Special Issue on Smart Manufacturing, Innovative Product and Service Design to Empower Industry 4.0,2017;
[5]Guest Editor, the Special Issue in Applied Soft Computing on Applied Soft Computing for Smart Production to Empower Industry 4.0，2016;
[6]Guest Editor, The Special Issue in International Journal of Computational Intelligence Systems on A Computational Intelligence and Data Science for Decision Making in Industrial Engineering，2016;
[7]Guest Editor, the Special Issue in Computers & Industrial Engineering on Manufacturing Intelligence and Automation in the Semiconductor Industry,2015;
[8]Executive Editor, The Special Issue in International Journal of Computational Intelligence Systems on Artificial Intelligence & Industrial Engineering, volume 7, 2014.
【Service for Academic Conferences】
[1]Secretary General,Chinese Industrial Engineering Department Heads, 2012-Present
[2]International Conference on Industrial Engineering and Engineering Management, 2009-Present
[3]Organizing Committee Chair, the 46th International Conference on Computers & Industrial Engineering (CIE46), Tianjin, 2016
[4]Organizing Committee Co-Chair,2016 International Symposium on Semiconductor Manufacturing Intelligence (ISMI2016),Hsinchu, 2016
[5]International Program Committee Member & Session Chair, the 45th International Conference on Computers & Industrial engineering (CIE45), France, 2015
[6]Session Chair, the 44th International Conference on Computers & Industrial engineering and 9th International Symposium on Intelligent Manufacturing and Service Systems (CIE44 & IMSS14), Turkey, 2014