070105-运筹学与控制论

最优化理论算法与应用

非线性规划-锥优化及其应用

   

[1] Ying Cui, 丁超, Xudong Li, zhao xinyuan. Augmented Lagrangian methods for convex matrix optimization problems. Journal of the Operations Research Society of China[J]. 2021, [2] Ding, Chao, Sun, Defeng, Sun, Jie, Toh, KimChuan. SPECTRAL OPERATORS OF MATRICES: SEMISMOOTHNESS AND CHARACTERIZATIONS OF THE GENERALIZED JACOBIAN. SIAM JOURNAL ON OPTIMIZATION[J]. 2020, 30(1): 630-659, https://www.webofscience.com/wos/woscc/full-record/WOS:000546998300024.
[3] 丁超. 矩阵优化扰动性分析的若干进展. 运筹学学报[J]. 2017, 21(4): 103-117, http://lib.cqvip.com/Qikan/Article/Detail?id=673995802.
[4] Ding, Chao. Variational Analysis of the Ky Fan k-norm. SET-VALUED AND VARIATIONAL ANALYSIS[J]. 2017, 25(2): 265-296, https://www.webofscience.com/wos/woscc/full-record/WOS:000401354700004.
[5] Ding, Chao, Qi, HouDuo. Convex optimization learning of faithful Euclidean distance representations in nonlinear dimensionality reduction. MATHEMATICAL PROGRAMMING[J]. 2017, 164(1-2): 341-381, http://dx.doi.org/10.1007/s10107-016-1090-7.
[6] Ding, Chao, Sun, Defeng, Zhang, Liwei. CHARACTERIZATION OF THE ROBUST ISOLATED CALMNESS FOR A CLASS OF CONIC PROGRAMMING PROBLEMS. SIAM JOURNAL ON OPTIMIZATION[J]. 2017, 27(1): 67-90, https://www.webofscience.com/wos/woscc/full-record/WOS:000404178500003.
[7] Cui, Ying, Ding, Chao, Zhao, Xinyuan. QUADRATIC GROWTH CONDITIONS FOR CONVEX MATRIX OPTIMIZATION PROBLEMS ASSOCIATED WITH SPECTRAL FUNCTIONS. SIAM JOURNAL ON OPTIMIZATION[J]. 2017, 27(4): 2332-2355, https://www.webofscience.com/wos/woscc/full-record/WOS:000418661400008.
[8] Ding, Chao, Qi, HouDuo. Convex Euclidean distance embedding for collaborative position localization with NLOS mitigation. COMPUTATIONAL OPTIMIZATION AND APPLICATIONS[J]. 2017, 66(1): 187-218, http://dx.doi.org/10.1007/s10589-016-9858-5.
[9] Ding, Chao, Qi, HouDuo. A Computable Characterization of the Extrinsic Mean of Reflection Shapes and Its Asymptotic Properties. ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH[J]. 2015, 32(1): http://dx.doi.org/10.1142/S0217595915400059.
[10] Ding, Chao, Sun, Defeng, Toh, KimChuan. An introduction to a class of matrix cone programming. MATHEMATICAL PROGRAMMING[J]. 2014, 144(1-2): 141-179, https://www.webofscience.com/wos/woscc/full-record/WOS:000333158700006.
[11] Wu, Bin, Ding, Chao, Sun, Defeng, Toh, KimChuan. ON THE MOREAU-YOSIDA REGULARIZATION OF THE VECTOR k-NORM RELATED FUNCTIONS. SIAM JOURNAL ON OPTIMIZATION[J]. 2014, 24(2): 766-794, https://www.webofscience.com/wos/woscc/full-record/WOS:000338828800010.
[12] Ding, Chao, Sun, Defeng, Ye, Jane J. First order optimality conditions for mathematical programs with semidefinite cone complementarity constraints. MATHEMATICAL PROGRAMMING[J]. 2014, 147(1-2): 539-579, https://www.webofscience.com/wos/woscc/full-record/WOS:000342158300020.

   

（ 1 ） 基于矩阵优化模型的社交网络分析研究及其应用, 主持, 国家级, 2017-01--2020-12
（ 2 ） 非光滑矩阵优化问题的理论与算法研究, 主持, 国家级, 2014-01--2016-12
（ 3 ） 网络环境下的新型组合优化问题研究, 参与, 国家级, 2016-01--2020-12