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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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On the Asymptotic Convergence and Acceleration of Gradient Methods
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2022, 卷号: 90, 期号: 1, 页码: 29
Authors:
Huang, Yakui
;
Dai, Yu-Hong
;
Liu, Xin-Wei
;
Zhang, Hongchao
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View/Download:124/0
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Submit date:2022/04/02
Gradient methods
Asymptotic convergence
Spectral property
Acceleration of gradient methods
Barzilai-Borwein method
Unconstrained optimization
Quadratic optimization
Distributed accelerated descent algorithm for energy resource coordination in multi-agent integrated energy systems
期刊论文
IET GENERATION TRANSMISSION & DISTRIBUTION, 2021, 页码: 13
Authors:
Kou, Yu
;
Wang, Yinghui
;
Bie, Zhaohong
;
Wang, Xu
;
Ding, Tao
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View/Download:98/0
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Submit date:2021/04/26
A family of spectral gradient methods for optimization
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2019, 卷号: 74, 期号: 1, 页码: 43-65
Authors:
Dai, Yu-Hong
;
Huang, Yakui
;
Liu, Xin-Wei
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View/Download:135/0
  |  
Submit date:2020/01/10
Unconstrained optimization
Steepest descent method
Spectral gradient method
R-linear convergence
R-superlinear convergence
On greedy randomized coordinate descent methods for solving large linear least-squares problems
期刊论文
NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 2019, 卷号: 26, 期号: 4, 页码: 15
Authors:
Bai, Zhong-Zhi
;
Wu, Wen-Ting
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View/Download:117/0
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Submit date:2020/01/10
convergence property
coordinate descent method
linear least-squares problem
randomized iteration
A Barzilai-Borwein conjugate gradient method
期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 8, 页码: 1511-1524
Authors:
Dai YuHong
;
Kou CaiXia
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View/Download:91/0
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Submit date:2018/07/30
conjugate gradient method
subspace minimization
Barzilai-Bowein gradient method
line search
descent property
global convergence
Convergence of conjugate gradient methods with constant stepsizes
期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2011, 卷号: 26, 期号: 6, 页码: 895-909
Authors:
Dai, Yu-Hong
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View/Download:81/0
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Submit date:2018/07/30
unconstrained optimization
nonconvex
conjugate gradient method
method of shortest residuals
descent property
global convergence
A new stepsize for the steepest descent method
期刊论文
JOURNAL OF COMPUTATIONAL MATHEMATICS, 2006, 卷号: 24, 期号: 2, 页码: 149-156
Authors:
Yuan, YX
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View/Download:65/0
  |  
Submit date:2018/07/30
steepest descent
line search
unconstrained optimization
convergence
A new gradient method with an optimal stepsize property
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2006, 卷号: 33, 期号: 1, 页码: 73-88
Authors:
Dai, YH
;
Yang, XQ
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Submit date:2018/07/30
linear system
gradient method
steepest descent method
(shifted) power method
Alternate step gradient method
期刊论文
OPTIMIZATION, 2003, 卷号: 52, 期号: 4-5, 页码: 395-415
Authors:
Dai, YH
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View/Download:75/0
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Submit date:2018/07/30
linear system
unconstrained optimizations
gradient method
convergence rate
nonmonotone line search
A family of hybrid conjugate gradient methods for unconstrained optimization
期刊论文
MATHEMATICS OF COMPUTATION, 2003, 卷号: 72, 期号: 243, 页码: 1317-1328
Authors:
Dai, YH
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View/Download:75/0
  |  
Submit date:2018/07/30
unconstrained optimization
conjugate gradient method
line search
descent property
global convergence