个人简介

教师简介 郑建国， 男，汉族，1962 年 10 月生，福建永定人。东华大学管理学院， 近年来，先后主持、参与完成了国家“863”计划、国家自然科学基金、中国博士后科学基 金、中国石化、中国平安、中国民政部、教育部、上海市自然科学基金、陕西省自然科学基 金、上海市哲学社会科学规划等项目 30 多项，《面向智慧服务的双脑（脑-机）感知与计算 关键技术及应用》获“中国商业联合会科学技术奖”一等奖（省部委级），在国内外重要期 刊，发表学术论文 250 多篇，其中被 SCI、EI、ISTP 检索 40 多篇，出版“十一五”部委级 规划专著“技术经济分析”一部。近年来，培养博士后、博士、硕士研究生 100 多名。 教育经历 2003.02-2005.05，西北大学 计算机科学与工程博士后流动站工作，博士后 1999.02-2003.02，西安电子科技大学 电子学院智能信息处理专业，博士生 1994.09-1997.03，西安电子科技大学 管理学院系统工程专业，硕士生 1979.09-1983.07，中山大学数学力学系应用数学专业，本科生 主讲课程 本科课程：《数据分析与挖掘》 研究生课程：《运营管理》、《技术经济学》、《系统工程》 博士研究生课程：《现代管理数学方法论》 荣誉奖励 2016 年，获《东华大学》首届“外国留学生心目中的好老师”奖 2015 年，《面向智慧服务的双脑（脑-机）感知与计算关键技术及应用》获“中国商业联合 会科学技术奖”一等奖（省部委级）（汤兵勇,郑建国,周武能） 2012 年，《东华大学导师秀活动》获“人气导师”奖 2002 年，《企业组织模型与结构理论研究》获“中国高校教育与科研”优秀论文一等奖 指导学生论文获奖 2017 年，张超群博士论文“混合爆炸式人工蜂群算法及应用研究” 东华大学优秀博士论文 2016 年，伍大清博士论文“基于合作协同演化的微粒群计算及其应用研究”东华大学优秀 博士论文 2014 年，钱洁博士论文“基于知识驱动的量子衍生进化计算及应用”东华大学优秀博士论 文 2013 年，阎瑞霞博士论文“粗糙集的论域扩展理论及在专家系统中的应用”东华大学优秀 博士论文 2012 年，朱佳俊博士论文“不确定可拓群决策优化方法及应用”东华大学优秀博士论文 2012 年，王冬丽博士论文“基于可扩展的支持向量机分类算法及在信用评级中的应用”东 华大学优秀博士论文 2017 年，刘勇硕士论文 “建筑智能化工程项目施工进度管理”东华大学优秀硕士论文 2015 年，许英硕士论文“保险资金投资组合模型和投资对策研究”东华大学优秀硕士论文 2014 年，吴银保硕士论文“基于云计算的 V 公司信息系统成本控制策略研究”东华大学优 秀硕士论文 2013 年，陈霖硕士论文“制药 GMP 质量体系有效评价的模糊综合评价方法”东华大学优秀 硕士论文 2010 年，张利军硕士论文“裂解汽油一段加氢催化剂研发项目及工业应用过程管理”东华 大学优秀硕士论文 2009 年，邱喜兰硕士论文“基于利益分配的工程联营体风险管理能力研究”东华大学优秀 硕士论文 2008 年，陈镇硕士论文“全面质量管理及其评价方法研究”东华大学优秀硕士论文 2007 年，叶天迎硕士论文“通讯行业员工满意度与企业绩效关系研究”东华大学优秀硕士 论文 2006 年，朱佳俊硕士论文“企业资源计划项目风险管理与控制模型研究”东华大学优秀硕 士论文 阎瑞霞获得上海市 2012 年优秀博士毕业生 沈静元获得上海市 2012 年优秀硕士毕业生 王冬丽、阎瑞霞、覃朝勇、赖芨宇等四位博士生，获得国家自然科学基金项目 3 项、 国家社会科学基金项目 1 项。 1、国家自然科学基金项目：基于压缩感知的分布式协同支持向量机 (批准号：61100140)（项目负责人王冬丽，2012.1—2014.12，F020508，22 万） 2、国家自然科学基金项目：基于认知程度的双论域粗糙集理论及在动态决策中的应用 (批准号：71301100)（项目负责人阎瑞霞，2014.1—2016.12，23 万） 3、国家自然科学基金项目：关键词广告中的最优广告策略研究 (批准号：71462002)（项目负责人覃朝勇，2015.1—2018.12，35 万） 4、国家社会科学基金项目：基于协同机理的公共租赁房定价与动态调价研究 (批准号：13GBL150)（项目负责人赖芨宇，2013.1—2015.12，20 万） 科研项目 1．国家自然科学基金项目：多智能体量子进化模型研究 (批准号：70971020)（项目负责人，2010.1—2012.12） 2．中国博士后科学基金项目：仿生物数据挖掘技术及应用 (批准号：2003033519)（项目负责人，2003.3—2004.12） 3．国家自然科学基金项目：基于医学图像的数据挖掘技术研究 (批准号：60372072)（项目第二负责人，2004.1—2006.12） 4. 陕西省自然科学基金项目：基于量子计算的图像挖掘技术研究 (批准号：2004F23)（项目负责人，2004.9—2006.12） 5. 湖北省教育厅重点科学研究计划项目（A 类）：智能化图像数据挖掘技术研究(批准号： 2004D007)（项目负责人，2004.7—2005.12） 6. 上海市哲学社会科学规划项目：基于免疫计算的数据挖掘研究 (批准号：2005BJB001)（项目负责人，2005.7—2006.8） 7. 上海市自然科学基金项目：基于 Multi-agent 量子计算的图像数据挖掘关键技术研究 (批准号：06ZR14004)（项目负责人，2006.9—2008.8） 8．教育部哲学社会科学研究重大课题攻关项目“创意经济及其中国发展战略研究” (批准号：06JZD0021)（子课题一：创意经济的应用理论研究，2007.3-2009.12） 9.陕西省自然科学基金项目：医学影像中的数据挖掘技术研究 (批准号：2003F08)（项目第三负责人，2003.9—2004.9） 10．湖北省教育厅科研项目：信管专业学生创新精神、实践能力和科学态度的培养途径研 (批准号：2003Z034)（项目第三负责人，2003—2004） 11. 湖北省教育厅科研项目： 网格技术在汽车制造业中的应用研究 (批准号：2005D014)（项目第三负责人，2005—2006） 12.“东风汽车公司产品开发与组织管理研究” (项目负责人 东风汽车公司课题 1995—1997) 13.“深圳森林键盘制造公司 ISO9002 项目认证”(项目负责人 深圳森林公司课题 1996) 14. 湖北汽车工业学院基金项目：数据挖掘方法及其应用 (批准号：QY200311) (项目负责人,2003.3—2004.9) 15．ORACLE 公司研究课题(HX200605000017)：“客户知识管理系统研究” (项目负责人,2006.1－2006.12) 16．乐山吉象地板制品有限公司研究课题(HX200709000039)：“智能数据 引擎”(项目负责人,2007.9－2007.12)，项目代码 10807189 17．中国民政部紧急救援促进中心研究项目(HX200710000012)：“国际人道主义紧急救援广 西园区可行性研究与商业计划”(项目负责人,2007.6－2007.12)，项目代码 10807199 18. 中国石化科研项目“丁二烯装置脱瓶颈改造方案及运行优化研究” (项目负责人,2009.2－2009.12)，项目代码 10809172 19．上海市纺织科技发展中心项目“服装快速反应营销模式研究” (项目负责人,2009.7－2010.12)，项目代码 10809205 20. 上海纺织节能环保中心研究项目“上海节能环保检测公共服务平台研究” (项目负责人,2011.4－2011.12)，项目代码 10811150 21. 中国平安养老保险股份有限公司研究项目“养老产品分析及客户数据挖掘研究” (项目负责人,2011.11－2013.12)，项目代码 10812018 22. 上海市教育委员会决策咨询研究课题：上海市高校教师人力开发思路与机制研究 (批准号：J1201)（项目负责人，2011.12—2012.8） 23. 上海纺织节能环保中心：“大数据环境下的 VOC 和重金属检测能力发展研究报告” (项目负责人,2013.12－2014.12)，项目代码 10813530 24．上海科技发展研究中心：“ 双论域粗糙集理论在管理决策中的应用” (项目负责人,2012.1－2014.12)，项目编号：ZX201201000027 25．上海市自然科学基金项目：基于自适应的多阶段差分进化计算研究 (批准号：15ZR1401600)（项目负责人，2015.1.1-2017.12.31） 著作 [1] 郑建国主编. 技术经济分析[M]（纺织高等教育“十一五”部委级规划教材） 北京：中 国纺织出版社. 2008,10. ISBN 号 978-7-5064-5268-7 [2] 阎瑞霞，吴忠，郑建国 著.粗糙集的论域扩展理论及在专家系统中的应用[M] 北京：清 华大学出版社.2013，6. ISBN：9787302311515

研究领域

研究方向主要包括：数据挖掘与智能决策、技术经济分析与应用、运营管理等。

研究领域 智能决策与数据挖掘，技术经济分析，进化计算与优化算法。

近期论文

查看导师新发文章 （温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

英文期刊与国际会议论文 1. ZHENG Jianguo, Liu Fang and JIAO Licheng. A Novel Induction Algorithm for DM. Journal of Systems Engineering and Electronics. 2001 Vol.12 No.4. (EI indexed, No: EIP02036828472) 2. ZHENG Jianguo, WANG Lei and JIAO Licheng. An Immune Algorithm for Generalized Rule Induction. CIE International Conference on Radar Proceedings. October 15-18,2001,Beijing,China. (EI indexed，No: EIP02126890968) 3. ZHENG Jianguo, WANG Lei and JIAO Licheng. An Immune Algorithm for KDD. The 2 nd SPIE International Symposium on Multispectral image Processing. October 22-24, 2001,Wuhan,China.(EI indexed, No: EI02447171121, ISTP indexed) 4. ZHENG Jianguo, Liu Fang, WANG Lei and JIAO Licheng. A Novel Rule Induction Algorithm.Chinese Journal of Lasers. 2001 Vol.10.No6.(EI indexed, No: EIP02236966561) 5. ZHENG Jianguo,Liu Fang and JIAO Licheng.Generalized Rule Induction Based on Immune Algorithm. Chinese Journal of Lasers. 2002 Vol.1l. No.5. (EI indexed) 6. JIAN-GUO ZHENG，PING-PING SONG. Use of Immune Self-Adaptation Wavelet for Data Mining. “The First International Conference on Machine Learning and Cybernetics”. November 4-5,2002,Beijing,CHINA.(EI indexed, No:EI03127405532, ISTP indexed) 7. Zhnegjianguo,lichunqing. Multivariate Immune Wavelet Neural Network for Data Mining.The 4th World Congress on Intelligent Control and Automation, June 10-14, 2002, Shanghai, China. (EI indexed,No:EI03047336856, ISTP indexed) 8. ZHENG Jianguo,Liu Fang and JIAO Licheng. Immune-evolutionary Strategy and Its Application.Sixth International Conference on Signal Processing. ICSP’02 August,2002,Beijing,CHINA (ISTP Indexed, ISI000181080500450) 9. LI Chunqing, ZHENG Jianguo. Using Radial-Basis Function Network for CLV.Group Technology & Production Modernization. Vol.19, No.3,2002 10. ZHENG Jianguo,Liu Fang and JIAO Licheng. Using IMVFEWNN for Data Mining. Sixth International Conference on Signal Processing.(ICSP’02) August,2002,Beijing,CHINA. (ISTP indexed) 11. LI Chunqing, ZHENG Jianguo. Analysis of the Customer Lifetime Value Based on RBF Network. Seventh International Symposium on Future Software Technology. October 4-5,2002,Wuhan, CHINA. 12. Zhang Qiang,Zheng Jian-Guo.Delay-independent stability in cellular neural networks with infinite delay. Chinese Journal of Electronics, 2003 Vol.12. No2. (SCI&EI Indexed, No:EI03207471623) 13. Jianguo Zheng，Mingquan Zhou and Zengping Chen.A Novel MC Algorithm and Its Application. 2004 IEEE Proceedings of International Conference on Information Acquisition. June 21-25,2004,Hefei,China.(EI indexed, No:EIP05289207328) 14. Liu Shuying, Cheng guojian, Zheng Jianguo. Seasonal Time series Analysis Based on Genetic Algorithm. 2006 International Conference on Intelligent Systems & Knowledge Engineering. April 6-7, 2006, Shanghai, China. (EI indexed) 15. LIU Shuying, CHENG Guojian, ZHENG Jianguo. Seasonal Time Series Analysis Based on Genetic Algorithm. Journal of Donghua University(Eng.Ed.) Vol.24,No.2(2007). (EI indexed) 16. Chaoyong Qin, Jianguo Zheng, Jiyu Lai. A Multiagent Quantum Evolutionary Algorithm for Global Numerical Optimization. 2007 International Conference on Life System Modeling and Simulation (LSMS). September 14-17, 2007 in Shanghai, China. p380-389 (EI indexed: 080411041059). 17. Zhou Liang, Jianguo Zheng, A New Approach for Color Image Edge Detection Using Improved PCNN, New Advances in Simulation, Modeling and Optimization Proceedings of the 7th WSEAS International Conference on Simulation, Modeling and Optimization. September 15-17,2007 in Beijing, China. (ISTP indexed) 18. Zheng Jianguo, Zhu Jiajun. Development in the Public Service Platform of Creative Industry Abroad and Its Enlightenment. Proceedings of the 4th International Conference on Innovation & Management. December 5~6, 2007 Ube, Yamaguchi, Japan. pp787-790. (ISTP: 000252721200152) 19. Zhou Liang,Sun Yu, Zheng Jianguo. Automated color image edge detection using improved PCNN model. WSEAS Transactions on Computers, vol7, no.4, April, 2008, p 184-189.(EI indexed: 083311449291) 20. Chaoyong Qin,Yongjuan Liu,Janguo Zheng.A Real-Coded Quantum-Inspired Evolutionary Algorithm for Global Numerical Optimization.Cybernetics and Intelligent Systems, 2008 IEEE Conference on Publication Date: 21-24 Sept.2008， pp1160-1164. (ISBN: 978-1-4244-1673-8) 21. Ziqi Zhao,Jianguo Zheng. Artificial Intelligence Robot Brings Business Opportunities to 3D Virtual World and New Model Company, Journal of Information & Computational Science 5:5(2008) 1951-1957. (EI indexed) 22. Zhu Jiajun, Qin chaoyong,Zheng Jianguo. Research on a Multi-objective Fuzzy Optimization Model of Group Decision-making[C]. The 2008 International Conference on Business Intelligence and Financial Engineering (BIFE 2008), Oct.2008, pp.748-753 23. Zhu Jiajun, Zheng Jianguo. Study on a model of intelligent group decision-making based on fuzzy interval similarity degree. 2008 International Conference on Wireless Communications.Networking and Mobile Computing, WICOM2008. Oct 12~14, 2008 Dalian, China. Pp968-973. (EI indexed: 090111835622). 24. Zhu Jiajun, Zheng Jianguo. Research on the Financing Service Platform of Creative Industry in China[C]. The 5th International Conference on Innovation & Management (ICIM2008). December 10-11, 2008. pp.894-898 (ISTP: 000263151800163) 25. Zhu Jia-jun,Zheng Jian-guo, QIN Chao-yong. Milti-objective optimization of group decision-making based on matter-element extension set, Canadian Social Science, 2009 Vol.5 No.4.pp90-103. 26. Zhu Jiajun,Zheng Jianguo, Jinbin Li. Reliability and Sensitivity Analysis of Extension Group Decision-making[C]. 2009 International Conference on Business Intelligence and Financial Engineering (BIFE 2009),July 24-26,2009, in Beijing, China. pp.556-560 (EI:20094712459232) 27. Lai Jiyu,ZHENG Jianguo, CHEN Jingwu. A Study of Knowledge Management System Model Based on ERP. Conference Proceeding of 2009 International Institute of Applied Statistics Studies,July 24-26,2009, in Qingdao, China. pp.610-615 (EI indexed) 28. Zhu Jiajun,Zheng Jianguo, Jinbin Li.Application of Multi-objective Extension Group Decision-making Model Based on Entropy[C]. 2009 International Conference on Engineering Management and Service Sciences (MASS 2009) ,Sept.20-22,2009.pp.1-5(EI:20100212630457/IEEE) 29. Zhu Jiajun,Zheng Jianguo,Qin chaoyong. Application of Rough Classification of Multi-objective Extension Group Decision-making under Uncertainty [J]. Management Science and Engineering, vol.3 No.3, September,2009, pp.38-53 30. Zhu Jiajun.The Innovation of Intellectual Property Financing of China's Creative Industry under Financial Crisis[C]. The 4th International Conference on Product Innovation Management (ICPIM2009). August 22-23, 2009,pp. 1163-1167. (ISTP: 000271211500214) 31. Chaoyong Qin, Jiajun Zhu, Jianguo Zheng .Hybrid Evolutionary Algorithm for Multi-Objective Job Shop Scheduling[C]. 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems (ICIS2009), November 20-22, 2009.pp.168-173. 32. Dongli Wang, Jianxun Li, Jianguo Zheng, Yan Zhou.Posterior-Probability-based Binary Tree of Support Vector Machine, in Proc. Intl. Conf. Machine Learning and Cybernetics (ICMLC), 2009, Baoding, China (国际会议，EI: 20094612446298) 33. Ruixia Yan, Jianguo Zheng and Jinlang liu. Rough set over dual-universes and its applications in expert sysytems. International Journal of Innovative Computing,Information and Control (IJICIC),vol4,no.3(A),June,2010,p 833-838.(EI indexed) 34. Ruixia Yan, Jianguo Zheng, Jinliang Liu, Yuming Zhai. Research on the Modelof Rough Set over Dual-universes, Knowledge-Based Systems, Volume 23, Issue 8, December 2010, Pages 817-822.(SCI indexed) 35. Ruixia Yan, Jianguo Zheng, Xiang Wang. Vague Set Methods of Multi-criteria Fuzzy Decision-making.2010 Chinese Control and Decision Conference. May 26-28, 2010 in Xuzhou, China.pp.658-661 36. Ruixia Yan, Jianguo Zheng, Xiang Wang. Research on Rough Set Model Based on Criteria.2010 Chinese Control and Decision Conference. May 26-28, 2010 in Xuzhou, China.pp.422-425 37. Zhu Jiajun, Zheng Jianguo,Qin chaoyong. Analysis and Application of Extension Association and Correspondence under Uncertainty [J]. Advances in Natural Science,vol.3 No.3,June,2010，Pages 18-31 38. Dongli Wang, Jianguo Zheng, Yan Zhou, Jianxun Li. A scalable support vector machine for distributed classification in ad hoc sensor networks. Neurocomputing, Volume 74, Issues 1-3, December 2010, Pages 394-400.(SCI indexed) 39. Yuling Wang, Jianguo Zheng. Knowledge Management Performance Evaluation Based on Triangular Fuzzy Number[A]. 2010 Symposium on Security Detection and Information Processing, Hefei, 2010. Elsevier Ltd, 2010:38-45. 40. Fengqin Chen, Jianguo Zheng.Operation Parameters Optimization of Butadiene Extraction Distillation Based On Neural Network，2010 IEEE IFCSTA, VolumeⅢ P68-71 41. Dongli Wang, Jianguo Zheng, Yan Zhou.Binary tree of posterior probability SVMs, Journal of Zhejiang University-SCIENCE C (Computers & Electronics).2011 12(2):83-87.(SCI indexed) 42. Yang Shao，Jian-guo Zheng.An Applied Research on the Relations between Regional Economic Growth and Regional Logistics in China. The Romanian Economic Journal. Year XIII,no.38,December 2010 ：163-180 43. Yang Shao，ZHENG Jianguo. The Analysis on the Linkage and Ripple Effect Between Logistics and Each Sector on Input-Output Theory. Management Science and Engineering, vol.5 No.3, September,2011, pp.32-41 44. Yang Shao，ZHENG Jianguo. The Panel Co-integration Analysis Between Logistics Industry and Economics Growth in China. International Business and Management,vol.2 No.2, May,2011, pp.40-46 45. Zhou, L；Zheng, JG. A New Immune Clone Algorithm to solve the constrained optimization problems .INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL 14 (3): 847-852 Sp. Iss. SI MAR 2011 46. Ronghui Liu，Jianguo Zheng. Differential Evolution Algorithm Using Piecewise Mutation Operator[J]. ICIC Express Letters. 2011,5 (11):4059-4064 47. Liu, Ronghui; Zheng, Jianguo; Wang, Xiang. A method for clustering e-business contents.2010 WASE International Conference on Information Engineering, ICIE 2010, August 14~15, 2010, in Beidaihe, Hebei, China. P43-46 (EI indexed: 20104413349490) 48. Zheng Jianguo, Zhou Liang, Multi-objective Model for Uncertain Portfolio Optimization Problems [J], International Journal of Advancements in Computing Technology, Volume 3, No.8, September 2011, Pages 138-145.(EI Indexed) 49. Liang Zhou, Jianguo Zheng, Immune Clone Algorithm to Solve the Multi-Object Problems[C], International Conference on Intelligent Computing and Information Science，Chongqing, China, January,2011: 227-232 (EI Indexed) 50. Liang Zhou, A New Immune Clone Algorithm to solve the constrained optimization problems. WSEAS TRANSACTIONS on COMPUTERS. Issue 4, Volume 10, April 2011.:105-114. 51. Xinyan Gan，Jianguo Zheng. Multi-Agent Based Hybrid Evolutionary Algorithm.2011 Seventh International Conference on Natural Computation.26-28 July 2011, Galaxy Hotel, Shanghai, China, Pages 1132-1136.(EI Indexed) 52. Jianguo Zheng, Chenhan Liao.Session Identification Based on Linked Referrers and Web Log Indexing. International Journal of Computer Science and Security (IJCSS), Volume (1) : Issue (3), 2011,:1_13 53. ChenHan Liao,JianGuo Zheng.Boosting Data Access Based on Predictive Caching.2011 2nd International Conference on Data Storage and Data Engineering, Xian，China，May,13-15,2011, :V2.93-97 54. Liu Ronghui; Zheng Jianguo.Self-adapting Scalable Differential Evolution Algorithm. Journal of Donghua University, English Edition(EI 核 心 源 刊 ) 2011,28(04):384-390. 55. Jianguo Zheng,Ruixia Yan.Attribute Reduction Based on Cross Entropy in Rough Set Theory[J].Journal of Information and Computational Science. Vol.9,No.3,2012: 745- 750. 56. R. YAN, J. ZHENG, J. LIU AND C. QIN. Rough set over dual-universes in fuzzy approximation space. Iranian Journal of Fuzzy Systems Vol.9,No.3,(2012),： 79-91 57. Qian Jie, Zheng Jian-guo. A Quantum-Inspired co-Evolutionary Algorithm Based on Dual Coding Observation [J].Journal of Computational Information Systems [J]. 2012, Vol. 8 (24): 10383- 10390 58. ZHU Jia-jun, ZHENG Jian-guo, LI Jin-bin, Ruixia Yan.Intelligent Recognition of Extension Group Decision-making under Uncertainty[J].Systems Engineering Procedia, 2012(3): 290-296. (indexed by Elsevier) 59. 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学术兼职

现为东华大学工程硕士学位评定委员会委员，民革上海市教育与科技委员会副主任，上海市 高校工程训练协会管理分会会长，东华大学“技术经济及管理”硕士点负责人，经济控制研 究所副所长。