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A NEW PRIMAL-DUAL ALGORITHM FOR STRUCTURED CONVEX OPTIMIZATION INVOLVING A LIPSCHITZIAN TERM
期刊论文
PACIFIC JOURNAL OF OPTIMIZATION, 2022, 卷号: 18, 期号: 2, 页码: 497-517
作者:
Zhou, Danqing
;
Chang, Xiaokai
;
Yang, Junfeng
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/07/19
structured convex optimization
primal-dual
full-splitting
saddle point
sublinear convergence rate
golden ratio
Positive semidefinite penalty method for quadratically constrained quadratic programming
期刊论文
IMA JOURNAL OF NUMERICAL ANALYSIS, 2021, 卷号: 41, 期号: 4, 页码: 2488-2515
作者:
Gu, Ran
;
Du, Qiang
;
Yuan, Ya-xiang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2022/04/02
quadratically constrained quadratic programming
semidefinite programming
semidefinite relaxation
penalty function
A Golden Ratio Primal–Dual Algorithm for Structured Convex Optimization
期刊论文
Journal of Scientific Computing, 2021, 卷号: 87, 期号: 2
作者:
Chang, Xiaokai
;
Yang, Junfeng
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  |  
浏览/下载:9/0
  |  
提交时间:2021/06/03
Convex optimization
Game theory
Mathematical transformations
Matrix algebra
Regression analysis
Convex combinations
Ergodic convergence
Matrix vector multiplication
Nonnegative least squares
Number of iterations
Objective functions
Regularized least squares
Structured convex optimizations
A proximal DC approach for quadratic assignment problem
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2021, 页码: 27
作者:
Jiang, Zhuoxuan
;
Zhao, Xinyuan
;
Ding, Chao
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  |  
浏览/下载:14/0
  |  
提交时间:2021/04/26
Quadratic assignment problem
Doubly nonnegative programming
Augmented Lagrangian method
Rank constraint
A path planning strategy for marine vehicles based on deep reinforcement learning and data-driven dynamic flow fields prediction
会议论文
Dalian, China, July 15-17, 2021
作者:
Song SM(桑启明)
;
Tian Y(田宇)
;
Jin QL(金乾隆)
;
Yu JC(俞建成)
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  |  
浏览/下载:6/0
  |  
提交时间:2021/11/21
marine vehicle
path planning
deep reinforcement learning
dynamic mode decomposition
sensing optimization
A Golden Ratio Primal-Dual Algorithm for Structured Convex Optimization
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2021, 卷号: 87, 期号: 2
作者:
Chang, Xiaokai
;
Yang, Junfeng
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  |  
浏览/下载:10/0
  |  
提交时间:2021/04/12
Structured convex optimization
Saddle point problem
Primal-dual algorithm
Golden ratio
Acceleration
Convergence rate
Fixed point iteration
A Three-Operator Splitting Perspective of a Three-Block ADMM for Convex Quadratic Semidefinite Programming and beyond
期刊论文
Asia-Pacific Journal of Operational Research, 2020, 卷号: 37, 期号: 4
作者:
Chen, Liang
;
Chang, Xiaokai
;
Liu, Sanyang
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  |  
浏览/下载:9/0
  |  
提交时间:2020/11/14
Constrained optimization
Convex optimization
Alternating direction method of multipliers
Augmented Lagrangian functions
Convex optimization problems
Douglas-rachford splitting
Maximal monotone operators
Proximal point algorithm
Quadratic programming problems
Quadratic semidefinite programming
Nonsymmetric proximal point algorithm with moving proximal centers for variational inequalities: Convergence analysis
期刊论文
Applied Numerical Mathematics, 2020, 卷号: 147, 页码: 1-18
作者:
Guo, Ke
;
Han, Deren
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浏览/下载:29/0
  |  
提交时间:2019/12/30
An exact penalty method for semidefinite-box-constrained low-rank matrix optimization problems
期刊论文
IMA JOURNAL OF NUMERICAL ANALYSIS, 2020, 卷号: 40, 期号: 1, 页码: 563-586
作者:
Liu, Tianxiang
;
Lu, Zhaosong
;
Chen, Xiaojun
;
Dai, Yu-Hong
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  |  
浏览/下载:6/0
  |  
提交时间:2020/09/23
rank constrained optimization
non-Lipschitz penalty
nonmonotone proximal gradient
penalty method
Stochastic proximal quasi-Newton methods for non-convex composite optimization
期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2019, 卷号: 34, 期号: 5, 页码: 922-948
作者:
Wang, Xiaoyu
;
Wang, Xiao
;
Yuan, Ya-xiang
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  |  
浏览/下载:55/0
  |  
提交时间:2020/01/10
Non-convex composite optimization
Polyak-Lojasiewicz (PL) inequality
stochastic gradient
stochastic variance reduction gradient
symmetric rank one method
rank one proximity operator
complexity bound
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