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Diagonalization-based parallel-in-time algorithms for parabolic PDE-constrained optimization problems 期刊论文
ESAIM-CONTROL OPTIMISATION AND CALCULUS OF VARIATIONS, 2020, 卷号: 26, 页码: 26
作者:  Wu, Shu-Lin;  Zhou, Tao
收藏  |  浏览/下载：184/0  |  提交时间：2021/04/26
Parabolic PDE-constrained optimization  PinT algorithm  diagonalization technique  preconditioner  GMRES  BiCGStab  
Smoothing projected Barzilai-Borwein method for constrained non-Lipschitz optimization 期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2016, 卷号: 65, 期号: 3, 页码: 671-698
作者:  Huang, Yakui;  Liu, Hongwei
收藏  |  浏览/下载：177/0  |  提交时间：2018/07/30
Smoothing projected Barzilai-Borwein algorithm  Constrained non-Lipschitz optimization  Nonsmooth nonconvex optimization  Smoothing approximation  l(2)-l(p) problem  Image restoration  Stochastic linear complementarity problem  
Primal-dual algorithm for distributed constrained optimization 期刊论文
SYSTEMS & CONTROL LETTERS, 2016, 卷号: 96, 页码: 110-117
作者:  Lei, Jinlong;  Chen, Han-Fu;  Fang, Hai-Tao
收藏  |  浏览/下载：162/0  |  提交时间：2018/07/30
Distributed constrained optimization  Primal-dual algorithm  Augmented Lagrange method  Multi-agent network  
ON CONVERGENCE RATE OF DISTRIBUTED STOCHASTIC GRADIENT ALGORITHM FOR CONVEX OPTIMIZATION WITH INEQUALITY CONSTRAINTS 期刊论文
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2016, 卷号: 54, 期号: 5, 页码: 2872-2892
作者:  Yuan, Deming;  Ho, Daniel W. C.;  Hong, Yiguang
收藏  |  浏览/下载：205/0  |  提交时间：2018/07/30
distributed convex optimization  constrained optimization algorithm  stochastic gradient  convergence rate  
Sequential systems of linear equations algorithm for nonlinear optimization problems - general constrained problems 期刊论文
APPLIED MATHEMATICS AND COMPUTATION, 2004, 卷号: 147, 期号: 1, 页码: 211-226
作者:  Gao, ZY;  He, GP;  Wu, F
收藏  |  浏览/下载：130/0  |  提交时间：2018/07/30
constrained optimization  algorithm  sequential systems of linear equations  coefficient matrices  auxiliary problem  
A robust algorithm or optimization with general equality and inequality constraints 期刊论文
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2000, 卷号: 22, 期号: 2, 页码: 517-534
作者:  Liu, XW;  Yuan, YX
收藏  |  浏览/下载：135/0  |  提交时间：2018/07/30
SQP algorithm  constrained optimization  convergence  
An algorithm of sequential systems of linear equations for nonlinear optimization problems with arbitrary initial point 期刊论文
SCIENCE IN CHINA SERIES A-MATHEMATICS PHYSICS ASTRONOMY, 1997, 卷号: 40, 期号: 6, 页码: 561-571
作者:  Gao, ZY;  He, GP;  Wu, F
收藏  |  浏览/下载：124/0  |  提交时间：2018/07/30
constrained optimization problem  algorithm of sequential systems of linear equations  sequential quadratic programming algorithm  convergence