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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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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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Submit date:2020/05/24
Gradient methods
spectral property
Barizilai-Borwein method
linear convergence
quadratic optimization
bound constrained optimization
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
Authors:
Wang, Xiaoyu
;
Wang, Xiao
;
Yuan, Ya-xiang
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Submit date: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
Efficient projected gradient methods for cardinality constrained optimization
期刊论文
SCIENCE CHINA-MATHEMATICS, 2019, 卷号: 62, 期号: 2, 页码: 245-268
Authors:
Xu, Fengmin
;
Dai, Yuhong
;
Zhao, Zhihu
;
Xu, Zongben
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View/Download:27/0
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Submit date:2019/04/02
sparse approximation
projected gradient method
global convergence
signal recovery
index tracking
efficientprojectedgradientmethodsforcardinalityconstrainedoptimization
期刊论文
sciencechinamathematics, 2019, 卷号: 62, 期号: 2, 页码: 245
Authors:
Xu Fengmin
;
Dai Yuhong
;
Zhao Zhihu
;
Xu Zongben
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View/Download:17/0
  |  
Submit date:2020/01/10
Analysis on inexact block diagonal preconditioners for elliptic PDE-constrained optimization problems
期刊论文
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2017, 卷号: 74, 期号: 10, 页码: 2423-2437
Authors:
Huang, Na
;
Ma, Chang-Feng
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Submit date:2018/07/25
PDE-constrained optimization
Saddle point matrices
Preconditioner
Cholesky decomposition
Spectral bound
Probabilistic Safety Verification of Stochastic Hybrid Systems Using Barrier Certificates
期刊论文
ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2017, 卷号: 16, 页码: 19
Authors:
Huang, Chao
;
Chen, Xin
;
Lin, Wang
;
Yang, Zhengfeng
;
Li, Xuandong
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Submit date:2018/07/30
Stochastic hybrid systems
safety verification
barrier certificate
Constrained Consensus Algorithms With Fixed Step Size for Distributed Convex Optimization Over Multiagent Networks
期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 8, 页码: 4259-4265
Authors:
Liu, Qingshan
;
Yang, Shaofu
;
Hong, Yiguang
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Submit date:2018/07/30
Constrained consensus
convergence
distributed optimization
multiagent network
A derivative-free trust-region algorithm for composite nonsmooth optimization
期刊论文
COMPUTATIONAL & APPLIED MATHEMATICS, 2016, 卷号: 35, 期号: 2, 页码: 475-499
Authors:
Grapiglia, Geovani Nunes
;
Yuan, Jinyun
;
Yuan, Ya-xiang
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Submit date:2018/07/30
Nonsmooth optimization
Nonlinear programming
Trust-region methods
Derivative-free optimization
Global convergence
Worst-case complexity
IMPROVED PROJECTED GRADIENT ALGORITHMS FOR SINGLY LINEARLY CONSTRAINED QUADRATIC PROGRAMS SUBJECT TO LOWER AND UPPER BOUNDS
期刊论文
ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2010, 卷号: 27, 期号: 1, 页码: 71-84
Authors:
Fu, Yun-Shan
;
Dai, Yu-Hong
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View/Download:9/0
  |  
Submit date:2018/07/30
Monotone projected gradient algorithm
Support Vector Machine (SVM)
adaptive steepest descent step-size
Dai-Yuan step-size
projection subproblem
A FRACTIONAL PROGRAMMING MODEL FOR INTERNATIONAL FACILITY LOCATION
期刊论文
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2009, 卷号: 5, 期号: 3, 页码: 629-649
Authors:
Hua, Guowei
;
Wang, Shouyang
;
Chan, Chi Kin
;
Hou, S. H.
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View/Download:12/0
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Submit date:2018/07/30
Supply chain design
facility location
fractional programming
branch-and-bound
rounding heuristic algorithm