Education Experiences:
1981.9-1985.7, Henan University, Kaifeng, Henan, China, BS degrees in Mathematics
1985.9-1988.7, Northwest University, Xi’an, Shannxi, China, MS degrees in Mathematics
1990.9-1994.3, the Institute of Systems Science, Chinese Academy of Sciences, Ph.D. degree in control theory and operations research
Working Experiences:
1994.5-1996.6, the Institute of Transportation Automation, Beijing Jiaotong University, Beijing, China. post-doctor.
2002.9-2018.5, the Department of Mathematics, Information School, Renmin University of China (RUC), Beijing, China, associate professor, professor .
2008.9-2009.3 the Department of Mathematics, the University of Georgia, Athens, Georgia, the United States of American, visiting scholar.
June 2018-present, the Department of Information and Computing Science, School of Mathematics, Renmin University of China (RUC), Beijing, China, professor.
He was also the research fellow of the National Survey Research Center at RUC, and the Lab. of Social and Economic Systems, RUC, China. He is also the core members of the Engineering Research Center on Financial Computing and Digital Engineering of the Chinese Ministry of Education. Since Sept. 2023, he has begun teaching at School of China-France, RUC, Suzhou, China.
Research Areas: His research interest includes the theory and applications of nonlinear control systems, networked control systems, and the analysis and synthesis of complex distributed systems. He also has the interest on the estimation and prediction of nonlinear systems with uncertainties, the improvement of adaptability for time series models based on control theory, the analysis and modeling of social and economic systems based on the stochastic systems theory, the analysis on the complexity of social systems, etc. He hope to find the methods and algorithm of the generalized numbers for solving the problems on complexity, recently.
Courses: Mathematical analysis, Calculus, Linear algebra, Differential and difference equations, Ordinary differential equations, Probability theory and mathematical statistics, Control theory, Control theory on economics, Mathematical modelling, Dynamic optimization, Stochastic differential equations and stochastic control, Numerical optimization and data science, functional analysis, etc.
Papers:
[1] Hang Su and Wei Wang, Invariant Feature Learning Based on Causal Inference from Heterogeneous Environments, Mathematics, 2024, vol. 12, issue 5, 1-23.
[2] Hang Su，Wei Wang，Ms. Emma He, An Out-of-Distribution Generalization Framework Based on Variational Backdoor Adjustment, Mathematics, 2023, vol. 12, issue 1, 1-21.
[3] Hang Su, Wei Wang, Shanwen Wang, A robust all-weather abandoned objects detection algorithm based on dual background and gradient Operator, Multimedia Tools and Applications, https://doi.org/10.1007/s11042-023-14632-6
[4] Wei Wang, On the Reform of Mathematics Teaching for the Core Role of Mathematics in Scientific and Technological Innovation, US-China Education Review A, Jan.-Feb. 2022, Vol. 12, No. 1, 1-9.
[5] Wei Wang, Control Based on PID Framework - The Mutual Promotion of Control and Identification for Complex Systems, ISBN: 978-1-83968-366-4，IntechOpen, 2021-07
[6] Jinping Feng, Wei Wang, Multiple parameters estimation for complex systems, IntechOpen Publication, 2021, 07.
[7] Wei Wang, Teaching of mathematical analysis or calculus based on the thinking of calculus, in Proceedings of the 2021 6th International Conference on Education Reform and Modern Management (ERMM2021), 2021.
[8] Wei Wang，A novel viewpoint on social complexity and the evolution model of social systems based on internal mechanism analysis, Tenth International Conference on Complex Systems, July 26-31, 2020, NECSI, USA, Published in Unifying Themes in Complex Systems X, Eds. Dan Braha et al, Springer Nature, 2021.
[9] Wei Wang，The complex systems’ methods in financial science and technology，in Proc. of the First International Forum on Financial Mathematics and Financial Technology, eds. Z. Zheng et al,
Springer, 2021, pp.107-118.
[10] Yu Chen, Wei Wang, Jinping Feng, Ying Lu and Xinqi Gong. Maximizing multiple influences and fair seed allocation on multilayer social networks. PLOS ONE (SCI检索，ISSN: 1932-6203), Published: March 12, 2020, https://doi.org/10.1371/journal.pone.0229201
[11] Yu Chen, Wei Wang, Jiale Liu, Jinping Feng and Xinqi Gong. Protein interface complementarity and gene duplication improve link prediction of Protein-protein interaction network. Frontiers in Genetics (SCI检索，ISSN: 1664-8021), Published: April 02, 2020, https://doi.org/10.3389/fgene.2020.00291
[12] 陈宇, 王伟, 蔡荣彦, 冯金平, 龚新奇. 一种新的中位数排序集抽样下对总体均值的Horvitz-Thompson估计. 数学的实践与认识 (北大核心，ISSN:1000-0984), 2019, 49(20):235-247.
[13] Jinping Feng, Wei Wang, Yu Chen. An improved tracking-differentiator filter based on Taylor’s formula. Optik (SCI检索，ISSN：0030-4026), 2018, 158(2018): 1026–1033.
[14] 冯金平, 王伟, 陈宇, 基于改进的非线性跟踪-微分器的GDP预测. 统计与决策(CSSCI，ISSN: 1002-6487), 2019, 14: 65-67.
[15] Jinping Feng, Guangyu Li, Wei Wang, Xun Liang, The Application of Improved Tracking-Differentiator Filter in ECG Data，pp:427-431, in Proc. of the 2018 International Conference on Modeling, Simulation and Optimization (MSO2018), 2018-01-21, Shenzhen, China.
[16] 冯金平、王伟、陈宇，我国GDP的多步预测研究——基于Kalman滤波与泰勒展开的结合，数学的实践与认识，2018, 48(11): 183-189.
[17] Wei Wang, The method of statistical inferences for figures based on feature extraction and uncertain dynamics’ prediction, 2016 International Conference on Mathematical, Computational and Statistical Sciences and Engineering（MCSSE2016）
[18] Wei Wang, Some considerations on mathematical statistics for dealing with Big Data from the Viewpoint of Educational Innovation, 2016 2nd International Conference on Management Science and Innovative Education (MSIE 2016), Advances in Social Science, Education and Humanities Research, vol.60,465-469
[19] Wei Wang, The contents of some mathematical courses need to be improved: a viewpoint for education reformation, Advances in social science, education and humanities, vol 28, 2015.
[20] Wei Wang，The tracking and reconstructing for sharp spikes of biomedical signals: an explorartion for the applications of tracking-differentiators. Proc. of BMEI2015, Shengyang,
[21] Wei Wang，Mathematics is not just an abstract subject but an economic and effective methodology: A viewpoint for education reformation，2014 International Symposium on Education Reform and Management Innovation (ISERMI 2014),2014-11-15
[22] Wei Wang，The conceptual models for the growth of individuals based on the viewpoint of philosophy，2014 Asia-Pacific Management and Engineering Conference (APHSS) 2014/11/30，pp:808-814.
[23] Wei Wang，The novel modelling method of time series based on the internal model principle，2014 International Conference on Applied Mathematics, Modelling and Simulation (ICAMMS2014)，2014/10/16-17
[24] W. Wang, The tracking control for a kind of hybrid systems based on the double regulation control mechanism, 2012 IEEE Multi-Conference on System and Control.
[25] W. Wang, The stabilization control for a kind of hybrid systems, CCC2012,
[26] W. Wang, The optimization method for a kind of uncertain networked systems based on the stripping principle and optimal control, Proceedings of WCICA 2012.
[27] W. Wang, The New Design Strategy on PID controllers, in Vagia, Marialena， Ed.，PID Controller Design Approaches - Theory, Tuning and Application to Frontier Areas， ISBN 978-953-51-0405-6，2012.3.
[28] W. Wang, The Method on Improving the Adaptability of Time Series Models Based on Dynamical Innovation, Communication in Computer and Information Science Series (volume 288), 210-217, 2012. (ICCIP 2012)
[29] W. Wang, The new prediction method for discrete observations based on Taylor’s formula，ICITSM2011，Tianjin，2011
[30] W. Wang, The high-quality tracking control of an IPM synchronous motor drive using the double-regulation control mechanism, Journal of Computers, Vol. 6, No.11, Nov. 2011, pp.2510-2516.
[31] W. Wang, The novel reconstruction strategy for signals with uncertain dynamic properties, 2011 4rd International Congress on Image and Signal Processing (CISP 2011), pp. 2526-2530, /2011.10
[32] W. Wang, The method on modifying the dynamic properties of self-interactive systems by external factors, Applied Mechanics and Materials Vol. 109 (2012), pp 410-414.
[33] W. Wang, On active disturbance rejection control: some improvements and extensions，Proc. of Chinese Control Conference, Invited session paper, Yantai, China, pp. /2011.7
[34] W. Wang, A double-mechanism strategy of control systems for improving the accuracy of output regulation, Proc. of the 6th IEEE Conference on Industrial Electronics and Applications (Rank A), China, 2011, IEEE Publisher, /2011.6，pp. 2062-2067
[35] W. Wang, The synchronization control for a kind of complex dynamical networks, Proc. of 2011 International Conference on Network Computing and Information Security, /2011.5, pp.157-161.
[36] W. Wang, The control of an IPM synchronous motor drive based on using the double-regulation control mechanism, Communication in Computer and Information Science Series, Vol.153, (2011), pp.271-277（EI）, /2011.4
[37] W. Wang, The improvement of fastness for a kind of uncertain networked systems based on the stripping principle and optimal control, CICC-ITOE 2011, Vol.2, pp. 38-41. /2011.3
[38] W. Wang, The stripping principle to the system synthesis for a kind of complex networked systems, Advanced Materials Research, Vols. 219-220 (2011), pp 999-1002, /2011.3
[39] W. Wang, A method on noise suppression based on active control by using systems with high- frequency vibrations, 2010 3rd International Congress on Image and Signal Processing (CISP 2010), pp. 3681-3685, /2010.11
[40] W. Wang, The output tracking control for a kind of uncertain networked systems, Proc. 8th World Congress on Intelligent Control and Automation, pp.4407-4412, /2010.7
[41] W. Wang, The stability control for a kind of uncertain networked systems by using a new separation principle, Proc. IEEE international conference on intelligent automation, pp.790-795, /2010.6
[42] W. Wang, The safety and comfort control of vehicles by the separation principle of PID controller tuning, Proc. IEEE international conference on industrial technology, Chile, pp.145-150, /2010.3
[43] W. Wang, The output regulation for tracking unusual motion patterns by active disturbance rejection controls, Technological Developments in Education and Automation, Springer,2010, pp.243-248 , 2010.4
[44] W. Wang, The algorithm on adaptive filtering and generalized derivative estimating for signals with uncertain dynamics, The 2009 World Congress on Computer Science and Information Engineering, USA, pp.165-169, 2009.3
[45] W. Wang, The linearization method for uncertain or interconnected systems by dynamic feedback，中国智能自动化会议论文集，江苏电子音像出版社，2009年，pp.607-613
[46] W. Wang, A method on improving the adaptability of time series models and its application in the analysis of public security, 7th International Symposium on New Technology for Urban Safety of Mega Cities in Asia, pp.719-729. 2008.12
[47] W. Wang, Structural assignment method to the protection control of vehicles, The 10th International Conference on Applications of Advanced Technologies in Transportation, Greece, 2008, 2008.7
[48] W. Wang, Improving the capacity of transportation systems by using PID control to traffic lights, Transportation Research Forum，2008 Annual Forum，Fort Worth， Texas，USA, 2008.6
[49] 王伟，构建信息资源管理系统的工程化模式研究,《情报科学》，vol.25, 增刊,69—72, 2007
[50] 王伟，对我国中小型工业企业技术创新状况的基本分析,《研究参考资料》55期。 又见第一次全国经济普查研究成果汇编，中国统计出版社, 2007
[51] 王伟，车辆纵向间隔控制的结构配置方法,《控制工程》,13卷, 2006
[52] J.Q. Han and W. Wang，Comments on “Research on Estimating Smoothed Value and Differential Value by Using Sliding Mode System”， IEEE Trans. on Robotics ，Vol.21, No.6, 1241—. /2005。
[53] 王伟，信息资源建设中的风险分析研究，2002年全国计算机信息资源管理学术会议论文集，2002年9月。
[54] 王伟，信息资源建设中的需求管理方法研究，第四届中国青年管理与运筹学者大会论文集，Global-Link Publishing Company（香港），北京，怀柔，2001。
[55] 王伟，从居民小区建设看信息资源管理系统的构建，2001年全国计算机信息资源管理学术会议论文集，内蒙，海拉尔。
[56] 王伟 康崇禄 韩洋,空间实验室在轨段可视化仿真研究，《载人航天》，2001年第2期。
[57] Wang Wei and Xu Xue-wen, Combining operations research with virtual experiment to improve the evaluation of weapon systems, Proceedings of International Conference of IFORS’99, Beijing, China，1999.8。
[58] 王伟，作战模拟在美国再度受到重视，《外军导弹动态》，第3期，1999年2月。
[59] 王伟，用于采办、军事需求和训练的仿真和建模，《外军导弹动态》，第19期，1999年8月。
[60] 王伟，陆军系统分析工作对采办的贡献，《外军导弹动态》,第22期,1999年12月。
[61] 王伟,基于仿真的采办,《国防科技要闻》,1999年第48期。
[62] 王伟，一种新型管理学模型的研究，第三届中国青年管理与运筹学者大会论文集，北京：高等教育出版社与（德国）斯普林格出版社联合出版，1999年7月。
[63] 王伟 韩洋 陈茂良 康崇禄 龚念曾，空间信息网概念演示研究，《指挥技术学院学报》，第10卷第6期，1999年。
[64] 康崇禄 王伟 韩洋，局域网虚拟视景仿真应用研究，军事运筹学会99学术年会, 北京：海潮出版社出版，1999年10月，北京。
[65] 王伟，与信息时代相适应的决策分析方法的探讨，《跨世纪的中国信息产业》，人民邮电出版社出版，1999年8月。
[66] 康崇禄 王伟 左珑，虚拟武器战斗仿真及其开发技术，军事运筹学会98学术年会论文集，北京：海潮出版社出版，1998年10月，北京。
[67] 王伟，虚拟实验系统的开发与情报研究，总装备部首届情报学术交流会论文集，1998年7月。
[68] 王伟，基于网络的装备管理智能化信息系统的研究，中国国防科技信息学会第五届学术年会论文集，1998年10月，怀柔。
[69] 王伟，虚拟实验系统的开发与情报研究，中国国防科技信息学会第五届学术年会论文集，1998年10月，怀柔。
[70] 王伟，与信息时代相适应的决策分析方法的探讨，中国科协第三届青年学术会议论文集，中国科学技术出版社出版，1998年8月，北京。
[71] 王伟 康崇禄， 武器系统发展研究中的模拟方法探讨，第九届军事系统工程学术年会论文，1997年10月，北京。
[72] 王伟 康崇禄，基于高性能图形工作站的情报研究途径的探讨，中国国防科技信息中心第八届学术年会论文，1997年3月。
[73] 王伟，国外C4I、电子战与武器装备一体化作战模拟技术的进展情况分析，国防系统分析专业组’97年会论文集，1997年10月。
[74] 王伟 韩京清，一类MIMO非线性系统输出跟踪控制的配置方法，1996年中国控制会议论文集，北京：中国科学技术出版社出版，1996年。
[75] Wei Wang, A new control method and its application in the longitudinal control of vehicles, Proceedings of the IEEE 96 International Conference on Industry Technology, December 2-6, Shanghai, China, 1996.
[76] Han Jing-qing, Wang Wei and Huang Yi, A synthesis method for two-order uncertain systems, The Journal of System Sciences and Mathematics , Vol.9, No.4, 1996.
[77] Wei Wang, The real-time control of uncertain systems by combining nonlinear PID control with binary control, Proceedings of the 3rd IFAC/IFIP Workshop on Algorithms and Architectures for Real-Time Control (AARTC’95), Ostend,31 May,1-2 June 1995，Belgium.
[78] Wei Wang, Binary control approach to a kind of nonlinear uncertain systems, Proceedings of International Federal of Automation Control (IFAC) Youth Automation Conference, IFAC YAC’95, 22-25, August, Beijing, China.
[79] 王伟，用动态网络方法分析列车的行车组织，《中国博士后论文集》，北京：海洋出版社出版，1995年。
[80] 王伟，PID控制器参数校正的配置方法，1995年中国控制与决策学术年会论文集，沈阳：东北大学出版社，1995年5月。
[81] 王伟，用鲁棒控制系统的设计方法估计参数，中国科协第二届青年学术年会论文集（工程技术分册），北京：中国科学技术出版社出版，1995年8月，北京。
[82] 王伟，一类非线性系统输出跟踪控制的配置方法，1995年中国控制会议论文集，北京：中国科学技术出版社出版，1995年。
[83] 韩京清王伟，非线性跟踪-微分器，《系统科学与数学》，第14卷第2期，1994年5月，pp.177----183。
[84] Wei Wang and Jing-qing Han, A method on the estimation of time-varying parameters in nonlinear systems, Proceedings of the 10 th IFAC Symposium on System Identification, SYSID’94 , 4-6 July, 1994, Denmark.
[85] Wei Wang and Jing-qing Han, A method on the smoothing of general locally bounded integrable functions, Proceedings of the Third International Conference on Automation, Robotics and Computer Vision, 8-11 November, 1994, Singapore.
[86] 王伟 韩京清，估计非线性系统参数的一种方法，《控制与决策》，第8卷第3期，1993年5月，pp.161----165。
[87] 王伟 韩京清，非线性系统中时变参数的辨识，1993年全国控制理论与应用年会论文集，1993年10月，南京。
[88] 韩京清 王伟，非线性跟踪——微分器的另一种形式，智能控制与智能自动化——第一届全球华人智能控制与智能自动化大会论文集，科学出版社，1993年8月，北京。
[89] 王伟 韩京清，非线性PID控制器参数自整定的方法——二元控制系统方法，1993年中国控制与决策学术年会论文集，东北大学出版社，1993年5月，黄山。
[90] 韩京清 王伟，非线性跟踪——微分器，92’全国智能控制与自适应控制理论与应用研讨会论文集，1992年10月，西安。
[91] 王伟，取值于无穷维Hilbert空间的一类两指标随机过程的非线性滤波，《电子技术学院学报》，第3卷第2期，1991年6月，pp.1----10。
[92] 王伟，两指标Markov过程的非线性滤波，《电子技术学院学报》，第2卷第1 期，1990 年3月，pp.1----10。
[93] 梁循，王伟，等，一种人流密集场所锁定密集接触者的方法和系统，专利号：CN20201153899.9
[94] 梁循，王伟，等，一种基于谐音的答非所问对话生成方法和系统，专利号：CN202110204002.2
[95] 王伟，一种车辆安全性及平顺度控制方法，专利号：CN20141049542.4
[96] 王伟，一种PID控制器的分离实现方法，专利号：CN201410409940.6
Books/ Monograph:
[1] 彭非 王伟，生存分析——21世纪统计学系列教材，中国人民大学出版社，2004.
[2] 彭非 王伟，基础统计学教程，中国财政经济出版社，2004.
[3] 赵国庆，林勇，杨庆节，王伟 等，高级经济数学教程，中国人民大学出版社，2007.
[4] Wang Wei, Control Based on PID Framework - The Mutual Promotion of Control and Identification for Complex Systems, ISBN: 978-1-83968-366-4，IntechOpen, 2021-07
Services & Awards:
As the coauthor of the paper “Nonlinear tracking-differentiators”, because of the contribution, for the first time, to the proposition of general forms of nonlinear tracking-differentiators (TDs) and to the establishment of the theory for TDs, which is an automatic method for obtaining generalized differential signals dynamically so that the difficult problem can be solved for obtaining the proper signals and their differential signals from the signals which contain noises or are non-differentiable, he and his PhD. advisor Prof. Jingqing Han won the prize of the first 10 best papers in systems science for 30 years, in which the papers are selected from the published ones by the Journal of Systems Science and Mathematical Sciences and the Journal of Systems Science and Complexity from 1979 to 2009.
He also proposed a series of control methods, such as, the new separation principle for the synthesis of PID controllers, the double-regulation control mechanism for more general uncertain control systems, and the stripping principle and optimal method for uncertain networked control systems and even complex systems. Based on the Taylor’s formula and the theory of tracking-differentiators, he also proposed the new strategy on the reconstruction or prediction for observations or signals with uncertain dynamics.
His achievements also include research in the innovative methods for mathematical statistics based on control method, such as the estimation of constant parameters and the identification of time-variant parameters in nonlinear systems by using the control method of uncertain systems, the improvement for the adaptability of time series models based on feedback control; research in the prediction method based on the Taylor's formula and the theory of tracking-differentiators, and the new strategy on the reconstruction or prediction for observations or signals with uncertain dynamics; research in the method on modification of the dynamic properties of polymers or self-interactive diffusion processes by introducing control factor into the system; research in the conceptual model on the growth of individuals by using impelled self-interactive diffusion processes. And it is the efforts on modelling of self-interactive diffusion with external factors, he proposed a novel viewpoint on social complexity and the spatial-temporal model for modeling of social evolution.
He published more than 120 papers and two books, and most of the papers are carried out by himself.
