一、基本信息
张敏 副教授(广州大学百人计划青年杰出人才)
研究领域：最优化理论、算法及其应用
办公地点：电子信息楼610
邮箱：zhangmin1206@gzhu.edu.cn
二、个人简介
主要从事最优化理论、方法及其应用相关的研究工作，擅长数学建模与算法设计。2019年获得中国科学院百人计划青年项目支持，致力于将先进的数学优化技术运用到气候变化、水资源管理等相关应用问题的研究中，在开展跨学科的交叉研究中积累了丰富的工作经验与成果，发表SCI论文20余篇，主持国家级、省部级基金项目4项。
三、教育背景
2006.09-2010.07 数学与应用数学专业 | 理学学士 天津大学
2008.03-2010.07 计算机科学与技术专业 | 工学学士（双学位） 天津大学
2010.09-2016.06 运筹学与控制论 | 理学硕士，理学博士（硕博连读） 天津大学
2015.02-2016.02 数学与统计专业 | 国家公派联合培养博士生 Curtin University，Australia
四、工作经历
2016.08-2019.05 研究助理（博士后） Curtin University，Australia
2019.01-2024.04 副研究员 中国科学院新疆生态与地理研究所
2021.07-2023.06 访问学者 香港理工大学
2024.05-至今 副教授 广州大学数学与信息科学学院
五、近年主持的科研项目
2019.01-2020.12 中国科学院百人计划启动专项, “树轮图像数字化分析与干旱区水资源优化分配”
2021.01-2023.12 中国科学院百人计划青年项目, “气候变化下干旱区水资源优化配置问题的研究”
2022.01-2024.12 国家自然科学基金青年基金项目, “随机决策的新型数学方法与应用”
2022.10-2025.10 第三次新疆综合科考项目子课题,“吐哈盆地未来气候-水情景下土地资源开发潜力评估”
六、代表论文（*标识通讯作者）
[1] J. Zhang, M. Zhang*, J. Yu, Y. Yu, R. Yu. An innovative method integrating run theory and DBSCAN for complete three-dimensional drought structures. Science of The Total Environment. 926: 171901 (2024)
[2] J. Zhang, M. Zhang*, J. Yu, Y. Yu, F. Jiang, R. Yu. Identifying and characterizing short-term drought with rapid onset based on SAPEI in the Yangtze River basin. Journal of Hydrology: Regional Studies. 51: 101629 (2024)
[3] J. Zhang, M. Zhang*, J. Yu, Y. Yu, R. Yu. Comparison of flash drought and traditional drought on characteristics and driving forces in Xinjiang. Remote Sensing. 15(19): 4758 (2023)
[4] Y. Lu, J. Sun, M. Zhang*, Y. Zhang. A stochastic variational inequality approach to the Nash equilibrium model of a manufacturer-supplier game under uncertainty. Pacific Journal of Optimization. 18(3): 635-660 (2022)
[5] J. Sun, M. Zhang*. The elicited progressive decoupling algorithm: A note on the rate of convergence and a preliminary numerical experiment on the choice of parameters. Set-Valued and Variational Analysis. 29: 997-1018 (2021)
[6] J. Sun, X. Yang, Q. Yao, M. Zhang*. Risk minimization, regret minimization and the progressive hedging algorithms. Mathematical Programming. 181: 509–530 (2020)
[7] M. Zhang*, K. Xi. A new interval two-stage stochastic programming with CVaR for water resources management. Water Resources Management. 34: 3795-3807 (2020)
[8] J. Sun, H. Xu, M. Zhang*. A new interpretation of the progressive hedging algorithm for multistage stochastic minimization problems. Journal of Industrial and Management Optimization. 16(4): 1655-1662 (2020)
[9] M. Zhang, L. Hou, J. Sun, A. Yan*. A model of multistage risk-averse stochastic optimization and its solution by scenario-based decomposition algorithms. Asia-Pacific Journal of Operational Research. 37(4): 2040004 (2020)
[10] Y. Feng, M. Zhang*. A p-spherical section property for matrix Schatten-p quasi-norm minimization. Journal of Industrial and Management Optimization. 16(1): 397-407 (2020)
[11] L. Tan*, L. Li, W. Liu, J. Sun, M. Zhang. A novel Euler’s elastica based segmentation approach for noisy images via using the progressive hedging algorithm. Journal of Mathematical Imaging and Vision. 62: 98-119 (2020)
[12] M. Zhang, J. Sun*, H. Xu. Two-stage quadratic games under uncertainty and their solution by progressive hedging algorithms. SIAM Journal on Optimization. 29(3): 1799-1818 (2019)
[13] B. Li, J. Sun, H. Xu, M. Zhang*. A class of two-stage distributionally robust games. Journal of Industrial and Management Optimization. 15(1): 387-400 (2019)
[14] B. Li, J. Sun, K. Teo, C. Yu, M. Zhang*. A distributionally robust approach to a class of three-stage stochastic linear programs. Pacific Journal of Optimization. 15(2): 219-236 (2019)
[15] M. Zhang, Z. Huang*, Y. Zhang. Restricted p-isometry properties of nonconvex matrix recovery. IEEE Transactions on Information Theory. 59(7): 4316-4323 (2013)
[16] M. Zhang, L. Yang, Z. Huang*. Minimum n-rank approximation via iterative hard thresholding. Applied Mathematics and Computation. 256: 860-875 (2015)
[17] M. Zhang, Z. Huang*. Conditions for the equivalence between the low-n-rank tensor recovery problem and its convex relaxation. Pacific Journal of Optimization. 11(2): 365-383 (2015)
[18] M. Zhang, Z. Huang*, Y. Li. The sparsest solution to the system of absolute value equations. Journal of the Operations Research Society of China. 3 (1): 31-51 (2015)
[19] Y. Li, Z. Huang*, M. Zhang. Entropy function-based algorithms for solving a class of nonconvex minimization problems. Journal of the Operations Research Society of China. 3(4): 441-458 (2015)
[20] 张敏, 黄正海*. 线性等式与不等式组稀疏解的唯一性条件. 中国科学：数学. 48(4): 547-564 (2018)
