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李敏强
信息管理与管理科学系 教授
CV 下载
电子邮箱:mqli@tju.edu.cn
研究方向:信息管理与电子商务、信息产品与信息服务、数据挖掘与商务智能、进化计算理论与应用
  • 个人简介
  • 研究成果
  • 研究项目
  • 学术与社会服务

 【教育与工作经历】

时间

单位专业

学位/职务

2000

天津大学管理科学与工程

博士

1989.3

天津大学系统工程

硕士

1989.3-

天津大学系统工程研究所、管理学院、管理与经济学部

助教、助理研究员、    副教授、教授

2005.6-2006.6

美国University of Illinois at Urbana-Champaign (UIUC)

访问研究

2002.2-2002.5

香港城市大学

合作研究

【研究领域】
? 本专业研究方向:信息管理与电子商务、信息产品与信息服务、数据挖掘与商务智能、进化计算理论与应用。
? MBA指导方向:电子商务与商务智能,企业信息化战略与规划,企业信息化绩效评估。
? MPA指导方向:电子政务,政府信息管理,政府信息化绩效评估。
? 工程硕士指导方向:信息系统工程,企业信息化,ERP/CRM/DSS/Cloud Computing。

【近年来的代表性论文】
[1] Jin Tian, Minqiang Li*, Fuzan Chen, and Nan Feng. Learning subspace-based RBFNN using coevolutionary algorithm for complex classification tasks. IEEE Transactions on Neural Networks and Learning Systems, Accepted, Feb. 2015.
[2] Haoyuan Feng, Jin Tian*, Harry Jiannan Wang, Minqiang Li. Personalized recommendation based on time-weighted overlapping community detection. Information & Management, Volume 52, Issue 7, November 2015, pp.789-800.
[3] Zhiyong Liu, Minqiang Li*, Jisong Kou. Selling information products: Sale channel selection and versioning strategy with network externality. International Journal of Production Economics, Volume 166, 1 August 2015, pp.1-10.
[4] Zhichun Wang, Minqiang Li*, Juanzi Li. A multi-objective evolutionary algorithm for feature selection based on mutual information with a new redundancy measure. Information Sciences, Volume 307, June 2015, pp.73-88.
[5] Fuzan Chen, Yanlan Wang, Minqiang Li, Harris Wu*, Jin Tian. Principal association mining: An efficient classification approach. Knowledge-Based Systems, Volume 67, September 2014, pp.16-25.
[6] Nan Feng, Harry Jiannan Wang, Minqiang Li*. A security risk analysis model for information systems: Causal relationships of risk factors and vulnerability propagation analysis. Information Sciences, Volume 256, 20 January 2014, pp.57-73.
[7] Minqiang Li*, Haiyang Feng, Fuzan Chen, Jisong Kou. Optimal versioning strategy for information products with behavior-based utility function of heterogeneous customers. Computers & Operations Research, Volume 40, Issue 10, October 2013, pp.2374 -2386.
[8] Minqiang Li*, Haiyang Feng, Fuzan Chen, Jisong Kou. Numerical investigation on mixed bundling and pricing of information products. International Journal of Production Economics, Volume 144, Issue 2, August 2013, pp.560-571.
[9] Haiyang Feng, Minqiang Li*, Fuzan Chen. Chaotic Dynamics in the Software Market with Network Externalities. Soft Computing, Volume 18, Issue 3, March 2014, pp.509-519.
[10] Haiyang Feng, Minqiang Li*, Fuzan Chen. Optimal versioning in two-dimensional information product differentiation under different customer distributions. Computers & Industrial Engineering, Volume 66, Issue 4, December 2013, pp. 962-975.
[11] Minqiang Li*, Dan Lin, Jisong Kou. A hybrid niching PSO enhanced with recombination-replacement crowding strategy for multimodal function optimization. Applied Soft Computing, volume 12, issue 3, March 2012, pp.975-987.
[12] Jin Tian, Minqiang Li*, Fuzan Chen, Jisong Kou. Coevolutionary learning of neural network ensemble for complex classification tasks. Pattern Recognition, volume 45, issue 4, April 2012, Pages 1373-1385.
[13] Minqiang Li*, Haiyang Feng, Fuzan Chen. Optimal versioning and pricing of information products with considering or not common valuation of customers. Computers & Industrial Engineering, volume 63, issue 1, August 2012, pp.173-183.
[14] Yun Fu, Minqiang Li*, Fuzan Chen. Impact propagation and risk assessment of requirement changes for software development projects based on design structure matrix. International Journal of Project Management, volume 30, issue 3, April 2012, pp.363–373.
[15] Minqiang Li*, Liu Liu, Dan Lin. A fast steady-state ε-dominance multi-objective evolutionary algorithm. Computational Optimization and Applications, volume 48, issue 1, Jan. 2011, pp.109-138.
[16] Minqiang Li*, Dan Lin, and Jisong Kou. Dynamics of fitness sharing evolutionary algorithms for coevolution of multiple species. Applied Soft Computing, Volume 10, Issue 3, June 2010, pp.832-848.
[17] Jin Tian, Minqiang Li*, and Fuzan Chen. Dual-population based coevolutionary algorithm for designing RBFNN with feature selection. Expert Systems with Applications, volume 37, issue 10, October 2010, pp.6904-6918.
[18] Minqiang Li*, Dan Lin, and Jisong Kou. An investigation on niching multiple species based on population replacement strategies for multimodal functions optimization. Soft Computing, Volume 14, Number 1, Jan. 2010, pp.49-69.
[19] Minqiang Li, Dan Lin*, Shouyang Wang. Solving a type of biobjective bilevel programming problem using NSGA-II. Computers & Mathematics with Applications, Volume 59, Number 2, January 2010, pp.706-715.
[20] Minqiang Li*, Zhichun Wang. A hybrid coevolutionary algorithm for designing fuzzy classifiers. Information Sciences, Volume 179, Issue 12, 30 May 2009, pp.1970-1983.
[21] Minqiang Li*, Liang Zhang. Multinomial mixture model with feature selection for text clustering. Knowledge-Based Systems, Volume 21, Issue 7, October 2008, pp. 704-708.
[22] Jin Tian, Minqiang Li*, and Fuzan Chen. A hybrid classification algorithm based on coevolutionary EBFNN and domain covering method. Neural Computing & Applications, Volume 18, Number 3, April 2009, pp.293-308.
[23] Minqiang Li* and Jisong Kou. Crowding with Nearest Neighbors Replacement for Multiple Species Niching and Building Blocks Preservation in Binary Multimodal Functions Optimization. Journal of Heuristics, volume 14, number 3, June 2008, pp.243-270.
[24] Minqiang Li*, Jin Tian and Fuzan Chen. Improving multiclass pattern recognition with a co-evolutionary RBFNN. Pattern Recognition Letters, Volume 29, Issue 4, March 2008, pp.392-406.
[25] Chuangyin Dang* and Minqiang Li. A floating-point genetic algorithm for solving the unit commitment problem. European Journal of Operational Research, Volume 181, Issue 3, 16 September 2007, pp.1370-1395.

【专著】
[1] 李敏强,寇纪淞,林丹,李书全著. 遗传算法的基本理论与应用. 北京:科学出版社,2002年3月第1次印刷,2004年2月第2次印刷,ISBN: 7-03-009950-5.
[2] 杨海军, 李建武, 李敏强著. 进化算法的模式、涌现与困难性研究. 北京:科学出版社,ISBN 978-7-03-033175-5, 2012年2月.
[3] Minqiang Li, et al. Real-coded ECGA for Solving Decomposable Real-Valued Optimization Problems. In Ying-ping Chen, Meng-Hiot Lim (eds.), Linkage in Evolutionary Computation, Springer, October 1, 2008, pp.61-86.

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