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An adaptive stochastic linearized augmented Lagrangian method for nonconvex constrained stochastic optimization
期刊论文
MATHEMATICAL PROGRAMMING, 2025
作者:
Zuo, Shiji
;
Wang, Xiao
;
Wang, Hao
Adobe PDF(1115Kb)
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浏览/下载:52/9
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提交时间:2025/03/27
Nonconvex constrained optimization
Stochastic approximation
High probability
Oracle complexity
Global convergence
Fast FPGA Accelerator of Graph Cut Algorithm With Threshold Global Relabel and Inertial Push
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: PP, 期号: 99
作者:
Guangyao Yan
;
Xinzhe Liu
;
Hui Wang
;
Yajun Ha
Adobe PDF(7777Kb)
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收藏
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浏览/下载:58/1
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提交时间:2025/03/03
Data flow graphs - Heuristic algorithms - Sleep research
Algorithm convergence - FPGA acceleration - Global relabel - Graph-cut - Grid graphs - Memory resources - Min cut/max flows - Optimization task - Push relabel - Redundant computation
A Momentum-Based Linearized Augmented Lagrangian Method for Nonconvex Constrained Stochastic Optimization
期刊论文
MATHEMATICS OF OPERATIONS RESEARCH, 2025
作者:
Shi, Qiankun
;
Wang, Xiao
;
Wang, Hao
Adobe PDF(4921Kb)
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浏览/下载:58/1
|
提交时间:2025/02/12
nonconvex optimization
functional constraint
augmented Lagrangian function
stochastic gradient
momentum
global convergence
oracle complexity
Ultra-low loss SOI waveguide crossings designed by a hybrid global optimization based on deep learning
期刊论文
OPTICS COMMUNICATIONS, 2024, 卷号: 556
作者:
Adobe PDF(2566Kb)
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浏览/下载:277/2
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提交时间:2024/02/02
Crosstalk
Deep learning
Generative adversarial networks
Global optimization
Polarization
Stochastic systems
Waveguides
Generative neural network
Global optimisation
Global optimizer
Hybrid global optimization
Low-loss
Neural-networks
Silicon waveguide
SOI waveguides
Transverse electric modes
Waveguide crossings
Comprehensive Study of Oxygen Vacancies on the Catalytic Performance of ZnO for CO/H2 Activation Using Machine Learning-Accelerated First-Principles Simulations
期刊论文
ACS CATALYSIS, 2023, 卷号: 13, 期号: 8, 页码: 5104-5113
作者:
Han, Yulan
;
Xu, Jiayan
;
Xie, Wenbo
;
Wang, Zhuozheng
;
Hu, P.
Adobe PDF(3927Kb)
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浏览/下载:259/0
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提交时间:2023/04/14
Catalysis
Catalysts
Chemical activation
Chemical bonds
Design for testability
Genetic algorithms
Global optimization
II-VI semiconductors
Learning algorithms
Machine learning
Oxygen vacancies
Synthesis gas
Zinc oxide
Zinc sulfide
Catalytic performance
Density-functional-theory
First-principles simulations
Global optimisation
Learning potential
Machine learning potential
Machine-learning
Oxides catalysts
Syn gas
Vacancy effects
Limit Values Acquisition In Field Control Problems Using Information Based Time Reversal Technique
期刊论文
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2023, 卷号: 71, 期号: 9, 页码: 1-1
作者:
Adobe PDF(3037Kb)
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浏览/下载:196/0
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提交时间:2023/07/14
Focusing
Global optimization
Control problems
Field-control
Focusing algorithm
Focusing problem
In-field
Limit values
Metasurface
Time reversal algorithms
Time reversal techniques
Time-reversal
Relating l(p) regularization and reweighted l(1) regularization
期刊论文
OPTIMIZATION LETTERS, 2021, 卷号: 15, 期号: 8, 页码: #VALUE!
作者:
Wang, Hao
;
Zeng, Hao
;
Wang, Jiashan
;
Wu, Qiong
Adobe PDF(951Kb)
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收藏
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浏览/下载:269/0
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提交时间:2021/04/01
l(p)-norm regularization
Iteratively reweighted algorithm
Nonconvex regularization
Non-Lipschitz differentiable
Maximum A Posterior
Control engineering
Optimization
Global conver
gence
Maximum a posteriors
Numerical experiments
Regression problem
Smoothing parameter
Stationary points
Updating strategy
Worst
case complexity
Partially distributed outer approximation
期刊论文
JOURNAL OF GLOBAL OPTIMIZATION, 2021, 卷号: 80, 期号: 3, 页码: 523-550
作者:
A. Murray
;
B. Houska
;
T. Faulwasser
;
V. Hagenmeyer
;
M.E. Villanueva
Adobe PDF(626Kb)
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收藏
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浏览/下载:215/3
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提交时间:2021/05/27
Mixed integer programming
Distributed optimization
Outer approximation
Global optimization
Globally Optimal Point Set Registration by Joint Symmetry Plane Fitting
期刊论文
JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2021, 卷号: 63, 期号: 6, 页码: #VALUE!
作者:
Hu, Lan
;
Kneip, Laurent
Adobe PDF(2561Kb)
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收藏
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浏览/下载:421/4
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提交时间:2021/04/01
Shape registration
Symmetry plane estimation
Global optimization
Chebyshev model arithmetic for factorable functions
期刊论文
JOURNAL OF GLOBAL OPTIMIZATION, 2017, 卷号: 68, 期号: 2, 页码: 413-438
作者:
Rajyaguru, Jai
;
Villanueva, Mario E.
;
Houska, Boris
;
Chachuat, Benoit
Adobe PDF(848Kb)
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收藏
|
浏览/下载:1165/314
|
提交时间:2017/07/04
Global optimization
Factorable functions
Chebyshev models
Taylor models
Interval analysis
Convergence rate
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