PDF《边伟个人简历_边伟》

2014 年ESI 高被引论文.以第一作者出版专著一部.

10 篇代表学术论文目录如下: 1. Wei Bian and Xiaojun Chen, Optimality and complexity for constrained optimization problems with nonconvex regularization. Mathematics of Operations Research, http://dx.doi.org/10.1287/moor.2016.0837, 2017. 2. Wei Bian and Xiaojun Chen, Linear constrained non-Lipschitz optimization for image restoration. SIAM Journal on Imaging Sciences, vol. 8, no. 4, pp. 2294-2322, 2015. 3. Wei Bian, Xiaojun Chen and Yinyu Ye, Complexity analysis of interior point algorithms for non-Lipschitz and nonconvex minimization. Mathematical Programming, vol. 149, no, 1-2, pp. 301-327, 2015. 4. Wei Bian and Xiaojun Chen, Neural network for nonsmooth, nonconvex constrained minimization via smooth approximation. IEEE Transactions on Neural Networks and Learning Systems, vol. 25, no. 3, pp. 545-556, 2014. 5. Wei Bian and Xiaojun Chen, Worst-case complexity of smoothing quadratic regularization methods for non-Lipschitzian optimization, SIAM Journal on Optimization, vol. 23, no. 3, pp. 1718-1741, 2013. 6. Wei Bian and Xiaoping Xue, Neural networks for solving constrained convex optimization problems with global attractivity, IEEE Transaction on Circuits and Systems I-Regular Papaers, vol. 60. no. 3, pp. 710-723, 2013. 7. Wei Bian and Xiaojun Chen, Smoothing neural network for constrained non-Lipschitz optimization with applications, IEEE Transactions on Neural Networks and Learning Systems, vol. 23, no. 3, pp. 399-411, 2012. 8. Wei Bian and Xiaoping Xue, Evolution differential inclusion with projection for solving constrained nonsmooth convex optimization in Hilbert space, Set-Valued and Variational Analysis, vol. 20, no. 2, pp. 203-227, 2012. 9. Wei Bian and Xiaoping Xue, Subgradient-based neural networks for nonsmooth nonconvex optimization problems, IEEE Transaction on Neural Networks (Regular), vol. 20, no. 6, pp. 1024-1038, 2009. 10. Xiaoping Xue and Wei Bian, Subgradient-based neural networks for nonsmooth convex optimization problems, IEEE Transaction on Circuits and Systems I-Regular Papers, vol. 55, no. 8, pp. 2378-2391, 2008. 其它学术论文目录如下: 1. Wei Bian and Xiaoping Xue. Asymptotic behavior analysis on multivalued subgradient evolution inclusion with projection in Hilbert space. Optimization, vol. 64, no. 4, pp. 853-875, 2015. 2. Huaqin Wu, Wei Bian, Qintao Gao, etc., Dynamics of neural networks and applications in optimization, Mathematical Problems in Engineering, 787102, 2014. 3. Sitian Qin, Wei Bian and Xiaoping Xue, A new one-layer recurrent neural network for nonsmooth pseudoconvex optimization, Neurocomputing, vol. 120, pp. 655-662, 2013. 4. Wei Bian and Xiaoping Xue, A dynamical approach to constrained nonsmooth convex minimization problem coupling with penalty function method in Hilbert space, Numerical Functional Analysis and Optimization, vol. 31, no. 11, pp. 1221-1253, 2010. 5. Xiaoping Xue and Wei Bian, A project neural network for solving degenerate quadratic minimax problem with VII. 学术成果 linear constraints, Neurocomputing, vol. 72, pp. 1826-1838, 2009. 6. Wei Bian and Xiaoping Xue and Huaiqin Wu, A neural network for smooth nonconvex saddle point problems, International Journal of Innovative Computing, Information and Control, vol.5, no. 9, pp. 2781-2790, 2009. 7. Hongwen Xu, Wei Bian and Xiaoping Xue, Solving a class of saddle point problems by neural networks, International Journal of Innovative Computing, Information and Control, vol.5, no. 9, pp. 2857-2868, 2009. 8. Xiaoping Xue and Wei Bian, A project neural network for solving degenerate convex quadratic program, Neurocomputing, vol. 70, pp. 2449-2459, 2007. 专著: 边伟、秦泗甜、薛小平,非光滑优化及其变分分析,哈尔滨工业大学出版社,2014 年. 2. 学术影响及评价: 已发表的论文共被SCI期刊论文他引196次,单篇最高41次;