姓 名 朱元国 性 别 男
出生年月 1965年1月 籍贯 江西信丰县
民 族 汉族 政治面貌 群众
最后学历 博士研究生毕业 最后学位 理学博士
技术职称 教授 导师类别 博士生导师
导师类型 校内 兼职导师 否
行政职务 系主任 Email ygzhu@njust.edu.cn
工作单位 南京理工大学理学院 邮政编码 210094
通讯地址 江苏省南京市孝陵卫街200号
单位电话 **
个人主页


指导学科
学科专业(主) 070105|运筹学与控制论 招生类别 博、硕士 所在学院 理学院
研究方向 1、不确定优化 2、智能算法 3、不确定最优控制 4、不确定性理论


学科专业（辅） 081103|系统工程 招生类别 博、硕士 所在学院 理学院
研究方向 不确定系统最优控制

学科专业（辅） 0202|应用经济学 招生类别 硕士 所在学院 理学院
研究方向 不确定组合投资，定价理论



获奖、荣誉称号
1995年批准享受国务院特殊津贴；2001年被评为全国师德先进个人和省优秀教师。2003年获中国运筹学会“运筹新人奖”，2009年获“钟家庆运筹学奖”, 2019年获"不确定理论杰出贡献奖"(由中国运筹学会不确定系统分会颁发)。

社会、学会及学术兼职
中国运筹学会智能计算分会第二届理事会理事长(2011-2015)，不确定系统分会第四届理事会副理事长(2015-2019)，中国计算数学学会第九届理事会理事(2013-2019)，现为智能计算分会常务理事，中国数学会计算数学分会第十届委员会委员，中国运筹学会第十届理事会理事，美国《数学评论》特邀评论员，江苏省运筹学会副理事长，江苏省数学会计算数学分会常务理事，SCI期刊Fuzzy Optimization and Decision making副主编, SCI期刊Journal of Industrial and Management Optimization 编委, 国际期刊Journal of Uncertain Systems副主编。

科研项目
主要研究内容为不确定性理论，不确定最优控制，优化，智能算法（遗传算法，蚁群算法等）。 主持国家自然科学基金"不确定动力系统的性能分析及最优控制"（**），2017.1-2020.12. 其它情况见 http://orsc.edu.cn/~ygzhu

发表论文
Publications (2010-)
[1] Yuanguo Zhu, Uncertain optimal control with application to a portfolio selection model, Cybernetics and Systems: An International Journal, Vol.41, No.7, 535-547, 2010. WOS: 005
[2] Yuanguo Zhu, Stability analysis of fuzzy linear differential equations, Fuzzy Optimization and Decision Making, Vol.9, No.2, 169-186, 2010. WOS: 003
[3] Yuanguo Zhu, Jyrki Joutsensalo, Timo Hämäläinen, Solutions to fuzzy linear systems, Information: An International Interdisciplinary Journal, Vol.13, No.1, 23-30, 2010. WOS: 003
[4] Yanjuan Zhao and Yuanguo Zhu, Fuzzy optimal control of linear quadratic models, Computers and Mathematics with Applications, Vol.60, No.1, 67-73, 2010. WOS: 007
[5] Wenjing Yang and Yuanguo Zhu, A fuzzy method for signal smoothing, Third International Joint Conference on Computational Sciences and Optimization, CSO 2010: Theoretical Development and Engineering Practice, Huangshan, Anhui, China, May 28-31, 2010, pp.85-89. EI: 763
[6] Yuanguo Zhu, Fuzzy optimal control for multi-stage fuzzy systems, IEEE Transactions on Systems, Man, and Cybernetics--Part B: Cybernetics, Vol.41, No.4, 964-975, 2011. WOS: 007
[7] Jing Liu and Yuanguo Zhu, Multi-dimensional Multistage Fuzzy Optimal Control, 2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), Shanghai, China, July 26-28, 2011, pp.189-192. EI: 201**
[8] Liubao Deng and Yuanguo Zhu, Uncertain Optimal Control with Jump, ICIC Express Letters, Part B: Applications, Vol.3, No.2, 419-424, 2012. EI: 955
[9] Yujie Kang and Yuanguo Zhu, Bang-Bang Optimal Control for Multi-stage Uncertain Systems, Information: An International Interdisciplinary Journal, Vol.15, No.8, 3229-3238, 2012. WOS: 004
[10] Xinxin Xu and Yuanguo Zhu, Uncertain Bang-Bang Control for Continuous Time Model, Cybernetics and Systems: An International Journal, vol.43, no.6, 515-527, 2012. WOS: 005
[11] Liubao Deng and Yuanguo Zhu, Existence and Uniqueness Theorem of Solution for Uncertain Differential Equations with Jump, ICIC Express Letters, Vol.6, No.10, 2693-2698, 2012. EI: 114
[12] Xintong Ge and Yuanguo Zhu, Existence and Uniqueness Theorem for Uncertain Delay Differential Equations, Journal of Computational Information Systems, Vol.8, No.20, 8341-8347, 2012. EI: 435
[13] Yuanguo Zhu, Functions of uncertain variables and uncertain programming, Journal of Uncertain Systems, Vol.6, No.4, 278-288, 2012.
[14] Liubao Deng and Yuanguo Zhu, An uncertain optimal control model with n jumps and application, Computer Science and Information Systems, Vol.9, No.4, 1453-1468, 2012. WOS: 0003**
[15] Liubao Deng and Yuanguo Zhu, Multidimensional uncertain optimal control with jump, 2012 International Conference on Systems and Informatics (ICSAI 2012), Yantai, China, May 19-20, 2012, pp.221-225. (IEEE Systems, Man, & Cybernetics Society). EI: 470
[16] Xintong Ge and Yuanguo Zhu, A necessary condition of optimality for uncertain optimal control problem, Fuzzy Optimization and Decision Making, Vol.12, No.1, 41-51, 2013. WOS: 0003**
[17] Yuanguo Zhu, An intelligent algorithm: MACO for continuous optimization models, Journal of Intelligent and Fuzzy Systems, Vol.24, No.1, 31-36, 2013. EI: 20**0
[18] Jinzhong Shen and Yuanguo Zhu, Controllability of a class of multi-input bilinear systems, Journal of Computational Information Systems, Vol.9, No.1, 137-144, 2013. EI: 20**6
[19] Liubao Deng and Yuanguo Zhu, Uncertain optimal control of linear quadratic models with jump, MathematicalandComputerModelling, Vol.57, Nos.9-10, 2432-2441, 2013. WOS: 0003**
[20] Linxue Sheng and Yuanguo Zhu, Optimistic value model of uncertain optimal control, International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems, Vol.21, Suppl.1, 75-87, 2013. WOS: 007
[21] Jinzhong Shen and Yuanguo Zhu, Global feedback stabilization of multi-input bilinear system, Applied Mathematics Letters, Vol.26, No.8, 820-825, 2013. WOS: 003
[22] Rong Chen and Yuanguo Zhu, An optimal control model for uncertain systems with time-delay, Journal of the Operations Research Society of Japan, Vol.54, No.4, 243-256, 2013.
[23] Jinzhong Shen and Yuanguo Zhu, Controllability of a class of two-input discrete-time homogeneous bilinear systems, Journal of Computational Information Systems, Vol.9. No.18, 7435-7444, 2013. EI: 20**5
[24] Linxue Sheng, Yuanguo Zhu and Timo Hamalainen, An uncertain optimal control model with Hurwicz criterion, Applied Mathematics and Computation (0096-3003), Vol.224, 1 November, 412-421, 2013. WOS: 038
[25] Shuhu Sun and Yuanguo Zhu, Singular optimal control for uncertain systems, in Z. Wen and T. Li (eds.), Practical Applications of Intelligent Systems, Advances in Intelligent Systems and Computing 279, pp.1167-1176, 2014. Proceedings of the Eighth International Conference on Intelligent Systems and Knowledge Engineering, Shenzhen, China, Nov.20-23, 2013 (ISKE 2013), DOI: 10.1007/978-3-642-54927-4_111. WOS: 111
[26] Yanhua Yuan and Yuanguo Zhu, A hybrid artificial bee colony optimization algorithm, 2014 10th International Conference on Natural Computation (ICNC), Xiamen, China, August 19-21, 2014, pp.494-498. EI: 20**0
[27] Xiaodong Qian and Yuanguo Zhu, Differential dynamic programming for multistage uncertain optimal control, Proceedings -20147th International Joint Conference on Computational Sciences and Optimization,CSO2014, (Issue date: October 14, 2014), Beijing, July 4-6,2014, pp.88-92. DOI: 10.1109/CSO.2014.25 Beijing University of Chemical Technology EI: 20**2
[28] Bo Li and Yuanguo Zhu, Uncertain linear systems, Fuzzy Optimization and Decision Making, vol.14, no.2, 211-226, 2015 (June), DOI: 10.1007/s10700-014-9197-x WOS: 005
[29] Jinzhong Shen and Yuanguo Zhu, Study of a class of almost-controllable discrete-time bilinear systems, Asian Journal of Control, vol.17, no.5, 2000-2009, 2015 (September). DOI: 10.1002/asjc.1068 WOS: 047
[30] Nana Tao and Yuanguo Zhu, Attractivity and stability analysis of uncertain differential systems, International Journal of Bifurcation and Chaos, vol.25, no.2, **_1-**_10, 2015 (February). DOI: 10.1142/S02**224 WOS: 008
[31] Yuanguo Zhu, Uncertain fractional differential equations and an interest rate model, Mathematical Methods in the Applied Sciences, vol.38, no.15, 3359-3368, 2015 (October). DOI: 10.1002/mma.3335 WOS: 016
[32] Chunxiao Ding and Yuanguo Zhu, Two empirical uncertain models for project scheduling problem, Journal of the Operational Research Society, vol.66, no.9, 1471-1480, 2015 (September). DOI: 10.1057/jors.2014.115 WOS: 006
[33] Hongyan Yan and Yuanguo Zhu, Bang-bang control model for uncertain switched systems, Applied Mathematical Modelling, vol.39, nos.10-11, 2994-3002, 2015 (June). DOI: 10.1016/j.apm.2014.10.042 WOS: 016
[34] Yuanguo Zhu, Existence and uniqueness of the solution to uncertain fractional differential equation, Journal of Uncertainty Analysis and Applications, 3:5, 11pages, 2015 (March), DOI: 10.1186/s40467-015-0028-6
[35] Qiqiong Chen and Yuanguo Zhu, A modified viscosity approximation method to fixed points for nonexpansive mappings, Nonlinear Analysis Forum, vol.20, no.3, 147-159, 2015 (March).
[36] Ling Chen, Yun Sun and Yuanguo Zhu, Extraction methods for uncertain inference rules by ant colony optimization, Journal of Uncertainty Analysis and Applications, 3:9, 19 pages, 2015 (May), DOI: 10.1186/s40467-015-0033-9
[37] Qiqiong Chen and Yuanguo Zhu, A class of uncertain variational inequality problems, Journal of Inequalities and Applications, 2015, 2015: 231 (13pages). DOI: 10.1186/s13660-015-0750-0 (July 25) WOS: 001
[38] Tingqing Ye and Yuanguo Zhu, Integrated method of multiple experts’ data, International Journal of Innovative Research in Technology and Science, vol.3, no.4, 23-31, 2015 (July).
[39] Nana Tao and Yuanguo Zhu, Stability and attractivity in optimistic value for dynamical systems with uncertainty, International Journal of General Systems, vol.45, no.4, 418-433, 2016. doi: 10.1080/**.2015.** WOS: 003
[40] Jiayu Shen and Yuanguo Zhu, Scheduling in a two-stage supply chain with uncertain parameters, Journal of Intelligent and Fuzzy Systems, vol.30, no.6, 3439-3449, 2016. Doi:10.3233/IFS-162091 (May 8) WOS: 036
[41] Jiayu Shen and Yuanguo Zhu, Chance-constrained model for uncertain job shop scheduling problem, Soft Computing, vol.20, no.6, 2383-2391, 2016. doi: 10.1007/s00500-015-1647-z （June）WOS: 018
[42] Yuefen Chen and Yuanguo Zhu, Indefinite LQ optimal control with equality constraint for discrete-time uncertain systems, Japan Journal of Industrial and Applied Mathematics, vol.33, no.2, 361-378, 2016. doi: 10.1007/s13160-016-0217-9 (July) WOS: 004
[43] Chunxiao Ding, Nana Tao, Yun Sun, and Yuanguo Zhu, The effect of time delays on transmission dynamics of schistosomiasis, Chaos, Solitons & Fractals, vol.91, 360-371, 2016. doi:10.1016/j.chaos.2016.06.017 (October) WOS: 039
[44] Qing Yang and Yuanguo Zhu, Fully uncertain linear systems, International Journal of Contemporary Mathematical Sciences, vol.11, no.7, 323-331, 2016. Doi: 10.12988/ijcms.2016.6631 (July 20, 2016)
[45] Chunxiao Ding and Yuanguo Zhu, Zika病毒传播动力学模型及其最优控制 (Zika virus transmission dynamic model and its optimal control), Journal of Nanjing University of Science and Technology, vol.40, no.4, 423-430, 2016. Doi: 10.14177/j.cnki.32-1397n.2016.40.04.008
[46] Yi Jiang, Hongyan Yan, and Yuanguo Zhu, Optimal control problem for uncertain linear systems with multiple input delays, Journal of Uncertainty Analysis and Applications, 4:5, 10pages, 2016 (October). doi: 10.1186/s40467-016-0048-x
[47] Hongyan Yan, Linxue Sheng and Yuanguo Zhu, Linear quadratic optimization models of uncertain switched systems, ICIC Express Letters, vol.10, no.10, 2349-2355, 2016. EI: 20**2
[48] Chunxiao Ding, Nana Tao, Yuanguo Zhu, A mathematical model of Zika virus and its optimal control, Proceedings of the 35th Chinese Control Conference, July 27-29, 2016, Chengdu, China: Southwest Jiaotong University, pp.2642-2645. EI: 20**0 中国自动化学会控制理论专业委员会
[49] Hongyan Yan, Yun Sun and Yuanguo Zhu, A linear-quadratic control problem of uncertain discrete-time switched systems, Journal of Industrial and Management Optimization, vol.13, no.1, 267-282, 2017 (January). doi:10.3934/jimo.** WOS: 016
[50] Jiayu Shen and Yuanguo Zhu, Uncertain flexible flow shop scheduling problem subject to breakdowns, Journal of Intelligent and Fuzzy Systems, vol.32, no.1, 207-214, 2017. (January) doi: 10.3233/jifs-151400 WOS: 0020
[51] Yun Sun and Yuanguo Zhu, Bang-bang property for an uncertain saddle point problem, Journal of Intelligent Manufacturing, vol.28, no.3, 605-613, 2017. (March) doi: 10.1007/s10845-014-1003-7 WOS: 013
[52] Hongyan Yan and Yuanguo Zhu, Bang-bang control model with optimistic value criterion for uncertain switched systems, Journal of Intelligent Manufacturing, vol.28, no.3, 527-534, 2017. doi: 10.1007/s10845-014-0996-2 WOS: 004
[53] Yadong Shu and Yuanguo Zhu, Stability and optimal control for uncertain continuous-time singular systems, European Journal of Control, vol.34, 16-23, 2017. (March) doi:10.1016/j.ejcon.2016.12.003. WOS: 002
[54] Bo Li, Yuanguo Zhu and Yuefeng Chen, The piecewise optimisation method for approximating uncertain optimal control problems under optimistic value criterion, International Journal of Systems Science, vol.48, no.8, 1766-1774, 2017. doi: 10.1080/**.2017.** WOS: 017
[55] Chunxiao Ding, Yun Sun and Yuanguo Zhu, A NN-based hybrid intelligent algorithm for a discrete nonlinear uncertain optimal control problem, Neural Processing Letters, vol.45, no.2, 457-473, 2017. (April) doi: 10.1007/s11063-016-9536-8. WOS:

出版专著和教材
Yuanguo Zhu, Uncertain Optimal Control, Springer Nature, Singapore, 2019.