数学与统计学院研究生导师信息 

一、电子照片

二、基本情况

姓名：周伟军

性别：男

学历学位：博士

职称：教授

职务：无

学术兼职：湖南省运筹学会常务理事

研究方向：最优化理论与方法

电子邮箱：754363899@qq.com 

三、专业教学及教学成果

主要承担《最优化方法》、《高等数学》、《非线性方程组的数值解法》、《高等工程数学》、《高等数值分析》课程教学；

四、研究方向及研究团队

主要从事最优化领域科研工作；

五、科研成果

[1] 周伟军（1/4），大型优化问题和非线性方程组的算法研究，湖南省人民政府，湖南省自然科学奖，二等奖，2019.2.27（周伟军；戴志锋；张丽；田博士）。

[2] W. Zhou, A class of line search type methods for nonsmooth convex regularized minimization, Soft Computing (2021), https://doi.org/10.1007/s00500-021-05672-x.

[3] W. Zhou, A projected PRP method for optimization with convex constraint, Pacific Journal of Optimization, 17 (2021) 47-55.

[4] W. Zhou, A globally convergent BFGS method for symmetric nonlinear equations, Journal of Industrial and Management Optimization (2021), doi:10.3934/jimo.2021020 .

[5] W. Zhou and L. Zhang, A modified Broyden-like quasi-Newton method for nonlinear equations, Journal of Computational and Applied Mathematics, 372 (2020) 112744.

[6] W. Zhou, A modified BFGS type quasi-Newton method with line search for symmetric nonlinear equations problems, Journal of Computational and Applied Mathematics, 367 (2020) 112454.

[7] W. Zhou and L. Zhang, A BFGS method using inexact gradient for general nonlinear equations, Pacific Journal of Optimization, to appear。

[8] W. Zhou and D. Li, On the Q-linear convergence rate of a class of methods for monotone nonlinear equations, Pacific Journal of Optimization, 14 (2018) 723-737.

[9] W. Zhou and D. Shen, Convergence properties of an iterative method for solving symmetric nonlinear equations, Journal of Optimization Theory and Applications, 164 (2015) 277-289.

[10] W. Zhou and F. Wang, A PRP-based residual method for large-scale monotone nonlinear equations, Applied Mathematics and Computation, 261 (2015) 1–7.

[11] W. Zhou, A globally and R-linearly convergent hybrid HS and PRP method and its inexact version with applications, Ukrainian Mathematical Journal, 67 (2015) 853-865.

[12] W. Zhou and D. Li, On the convergence properties of the unmodified PRP method with a non-descent line search, Optimization Methods and Software, 29（2014）484-496.

[13] W. Zhou and D. Shen, An inexact PRP conjugate gradient method for symmetric nonlinear equations, Numerical Functional Analysis and Optimization, 35 (2014) 370-388.

[14] X. Chen and W. Zhou, Convergence of the reweighted l_1 minimization algorithm for l_2-l_p minimization, Computational Optimization and Applications, 59 (2014) 47-61.

[15] W. Zhou, A short note on the global convergence of the unmodified PRP method, Optim. Lett. 7 (2013) 1367-1372.

[16] W. Zhou and X.J. Chen, Global convergence of a new hybrid Gauss-Newton structured BFGS methods for nonlinear least squares problems, SIAM Journal on Optimization, 20 (2010) 2422-2441.

[17] X.J. Chen and W. Zhou, Smoothing nonlinear conjugate gradient method for image restoration using nonsmooth nonconvex minimization, SIAM Journal on Imaging Sciences, 3 (2010) 765-790.

[18] W. Zhou and D.H. Li, A globally convergent BFGS method for nonlinear monotone equations without any merit functions, Mathematics of Computation, 77 (2008) 2231-2240.

[19] L. Zhang, W. Zhou and D.H. Li, Global convergence of a modified Fletcher-Reeves conjugate gradient method with Armijo-type line search, Numerische Mathematik, 104 (2006) 561-572.

[20] L. Zhang, W. Zhou and D.H. Li, A descent modified Polak-Ribiere-Polyak conjugate gradient method and its global convergence, IMA Journal of Numerical Analysis, 26 (2006) 629-640.