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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 acceleration of the Barzilai-Borwein method
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 24
Authors:
Huang, Yakui
;
Dai, Yu-Hong
;
Liu, Xin-Wei
;
Zhang, Hongchao
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View/Download：93/0
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Submit date：2022/04/02
Barzilai-Borwein method
Gradient methods
Finite termination
Quadratic optimization
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
Gradient methods exploiting spectral properties
期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2020, 页码: 25
Authors:
Huang, Yakui
;
Dai, Yu-Hong
;
Liu, Xin-Wei
;
Zhang, Hongchao
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View/Download：118/0
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Submit date：2020/05/24
Gradient methods
spectral property
Barizilai-Borwein method
linear convergence
quadratic optimization
bound constrained optimization
Inexact proximal stochastic gradient method for convex composite optimization
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2017, 卷号: 68, 期号: 3, 页码: 579-618
Authors:
Wang, Xiao
;
Wang, Shuxiong
;
Zhang, Hongchao
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View/Download：115/0
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Submit date：2018/07/30
Convex composite optimization
Empirical risk minimization
Stochastic gradient
Inexact methods
Global convergence
Complexity bound
The cyclic Barzilai-Borwein method for unconstrained optimization
期刊论文
IMA JOURNAL OF NUMERICAL ANALYSIS, 2006, 卷号: 26, 期号: 3, 页码: 604-627
Authors:
Dai, Yu-Hong
;
Hager, William W.
;
Schittkowski, Klaus
;
Zhang, Hongchao
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View/Download：83/0
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Submit date：2018/07/30
unconstrained optimization
gradient method
convex quadratic programming
non-monotone line search
