Jianchao Bai; Linyuan Jia; Zheng Peng*, A New Insight on Augmented Lagrangian Method with Applications in Machine Learning. Journal of Scientific Computing 2024.
Xuejie Wang, Kangkang Deng*, Zheng Peng, Chengcheng Yan, New vector transport operators extending a Riemannian CG algorithm to generalized Stiefel manifold with low-rank applications. Journal of Computational and Applied Mathematics 2024.
Kangkang Deng; Zheng Peng*, A manifold inexact augmented Lagrangian method for nonsmooth optimization on Riemannian submanifolds in Euclidean space. IMA Journal of Numerical Analysis 2023.
Peng Zheng, Wu Weihe, Hu Jiang, Deng Kangkang*, Riemannian Smoothing Gradient Type Algorithms for Nonsmooth Optimization Problem on Compact Riemannian Submanifold Embedded in Euclidean Space. Applied Mathematics & Optimization 2023.
Zheng Peng*, Xu Zhang, Zhiqiang Yao, A modified multivariate spectral gradient projection method for nonlinear complementarity problems. Computational and Applied Mathematics, 2023.
Deng Kangkang, Peng Zheng*. A manifold inexact augmented Lagrangian method for nonsmooth optimization on Riemannian submanifolds in Euclidean space, IMA Journal of Numerical Analysis, 2022,drac018 [paper]
Deng Kangkang, Peng Zheng*, Zhu Wenxing, A Discriminative Projection and Representation -Based Classification Framework for Face Recognition, SIAM Journal on Imaging Sciences, 2020, 13(3): 1446-1466 [paper]
Zhang Xu, Peng Zheng*, A modulus-based nonmonotone line search method for nonlinear complementarity problems. Applied Mathematics and Computation, 2020, 387:125175. [paper]
Deng,Kangkang;Peng Zheng*; Chen,Jianli. Sparse probabilistic Boolean network problems: A partial proximal-type operator splitting method. J. Ind. Manag. Optim. 15(4) 1881-1896, 2019
Dong, Wen-Li; Li, Xing; Peng Zheng*. A Simulated Annealing-Based Barzilai–Borwein Gradient Method for Unconstrained Optimization Problems. Asia-Pac. J. Oper. Res, 36(4), 2019
Peng Zheng*. A filter alternating direction method of multipliers for finding global minimum of biconvex optimization.Pac. J. Optim..15(2) 173–194,2019
Zhu,Ziran ;Zhu, Chen,Jianli; Peng Zheng*;Zhu, Wenxing; Chang Yaowen. Generalized augmented lagrangian and its applications to VLSI global placement.DAC2018, 149:6, 2018
Chen,Jianli; Yang,Li; Peng Zheng*; Zhu, Wenxing; Chang,Yaowen. Novel proximal group ADMM for placement considering fogging and proximity effects. ICCAD2018:3, 2018
Wang, Zhujun; Cai, Li; Peng Zheng*.A family of global convergent inexact secant methods for nonconvex constrained optimization.J. Algorithms Comput. Technol. 12(2) 165–176, 2018
Yang, Jiao; Dai, Yi-Qing; Peng Zheng*; Zhuang, Jie-Peng; Zhu, Wen-Xing. A homotopy alternating direction method of multipliers for linearly constrained separable convex optimization.J. Oper. Res. Soc. China.5(2) 271–290,2017
Zeng, Yu-Hua; Peng Zheng*; Yang, Yu-Fei. A hybrid splitting method for smoothing Tikhonov regularization problem. J. Inequal. Appl.68(13),2016
Peng Zheng*; Wu, Donghua; Zhu, Wenxing. The robust constant and its applications in random global search for unconstrained global optimization. J. Global Optim 64(3) 469–482, 2016
Zhu, Wenxing; Chen,Jianli; Peng Zheng*; Fan Genghua. Non-smooth optimization method for VLSI global placement. IEEE IEEE TCAD, 34(4) 642-655,2015
Chen,Jianli; Peng Zheng*; Zhu, Wenxing. A VLSI global placement solver based on proximal alternating direction method. ASICON 2015, 1-4, 2015
Peng Zheng*; Chen, Jianli; Zhu, Wenxing.A proximal alternating direction method of multipliers for a minimization problem with nonconvex constraints. J. Global Optim. 62(4) 711–728, 2015
Peng Zheng*; Zhu, Wenxing.A partial inexact alternating direction method for structured variational inequalities. Optimization.63(7)1043–1055,2014
Peng Zheng*; Zhu, Wenxing. An alternating direction method for Nash equilibrium of two-person games with alternating offers. J. Optim. Theory Appl. 157(2) 533–551, 2013
Peng Zheng*; Wu, Donghua; Zheng, Quan. A level-value estimation method and stochastic implementation for global optimization. J. Optim. Theory Appl. 156(2) 493–523, 2013
Chen Jianli;Zhu engxing; Peng Zheng*. A heuristic algorithm for the strip packing problem. Journal of Heuristics,18: 677-697, 2012
He, Bingsheng; Peng Zheng*; Wang, Xiangfeng. Proximal alternating direction-based contraction methods for separable linearly constrained convex optimization. Front. Math. China.6(1)79–114, 2011
Peng Zheng*; Wu, Donghua. An inexact parallel splitting augmented Lagrangian method for large system of linear equations. Appl. Math. Comput..216(4) 1624–1636,2010
Peng Zheng*; Wu, Dong-hua. A partial parallel splitting augmented Lagrangian method for solving constrained matrix optimization problems. Comput. Math. Appl.60(6)1515–15242010
Peng Zheng*; Wu, Donghua; Zhang, Haidong. A modified random implementation of the level-value estimation method for global optimization.Dyn. Contin. Discrete Impuls. Syst. Ser. B Appl. Algorithms. 17(4) 543–552,2010
Peng Zheng*; Shen, Ya-jun; Wu, Dong-hua. A modified integral global optimization method and its asymptotic convergence. Acta Math. Appl. Sin. Engl. Ser. 25(2) 283–290, 2009
Peng Zheng*; Wu, Dong-hua. Stochastic level-value approximation for quadratic integer convex programming. Appl. Math. Mech. (English Ed.) 29(6) 801-809,2008
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