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科研机构
数学与系统科学研究... [63]
内容类型
期刊论文 [63]
发表日期
2020 [63]
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发表日期:2020
专题:数学与系统科学研究院
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Deterministic and probabilistic wind speed forecasting with de-noising-reconstruction strategy and quantile regression based algorithm
期刊论文
RENEWABLE ENERGY, 2020, 卷号: 162, 页码: 1208-1226
作者:
Hu, Jianming
;
Heng, Jiani
;
Wen, Jiemei
;
Zhao, Weigang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/04/26
Renewable energy
Complete empirical mode decomposition with adaptive noise
Quantile regression neural network
Wind speed forecasting
Distance correlation
A class of smooth exact penalty function methods for optimization problems with orthogonality constraints
期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2020, 页码: 37
作者:
Xiao, Nachuan
;
Liu, Xin
;
Yuan, Ya-xiang
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/01/14
Orthogonality constraint
Stiefel manifold
augmented Lagrangian method
Diagonalization-based parallel-in-time algorithms for parabolic PDE-constrained optimization problems
期刊论文
ESAIM-CONTROL OPTIMISATION AND CALCULUS OF VARIATIONS, 2020, 卷号: 26, 页码: 26
作者:
Wu, Shu-Lin
;
Zhou, Tao
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/04/26
Parabolic PDE-constrained optimization
PinT algorithm
diagonalization technique
preconditioner
GMRES
BiCGStab
An Efficient Numerical Algorithm for Solving Data Driven Feedback Control Problems
期刊论文
JOURNAL OF SCIENTIFIC COMPUTING, 2020, 卷号: 85, 期号: 2, 页码: 27
作者:
Archibald, Richard
;
Bao, Feng
;
Yong, Jiongmin
;
Zhou, Tao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2021/01/14
Stochastic optimal control
Nonlinear filtering
Data driven
Maximum principle
Stochastic optimization
Sparse system identification for stochastic systems with general observation sequences
期刊论文
AUTOMATICA, 2020, 卷号: 121, 页码: 13
作者:
Zhao, Wenxiao
;
Yin, George
;
Bai, Er-Wei
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  |  
浏览/下载:95/0
  |  
提交时间:2021/01/14
Stochastic system
Sparse identification
Feedback control
Strong consistency
Distributed sub-optimal resource allocation via a projected form of singular perturbation
期刊论文
AUTOMATICA, 2020, 卷号: 121, 页码: 7
作者:
Liang, Shu
;
Zeng, Xianlin
;
Chen, Guanpu
;
Hong, Yiguang
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  |  
浏览/下载:8/0
  |  
提交时间:2021/01/14
Distributed optimization
Resource allocation
Sub-optimality
Weight-balanced graph
Singular perturbation
Distributed LCMV beamformer design by randomly permuted ADMM
期刊论文
DIGITAL SIGNAL PROCESSING, 2020, 卷号: 106, 页码: 9
作者:
Li, Zhibao
;
Yiu, Ka Fai Cedric
;
Dai, Yu-Hong
;
Nordholm, Sven
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/01/14
Distributed LCMV beamformer
Speech enhancement
Blockwise optimization
ADMM
Random permutation
New subspace minimization conjugate gradient methods based on regularization model for unconstrained optimization
期刊论文
NUMERICAL ALGORITHMS, 2020, 页码: 34
作者:
Zhao, Ting
;
Liu, Hongwei
;
Liu, Zexian
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  |  
浏览/下载:18/0
  |  
提交时间:2021/01/14
Conjugate gradient method
p-regularization model
Subspace technique
Nonmonotone line search
Unconstrained optimization
NeuralEE: A GPU-Accelerated Elastic Embedding Dimensionality Reduction Method for Visualizing Large-Scale scRNA-Seq Data
期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 8
作者:
Xiong, Jiankang
;
Gong, Fuzhou
;
Wan, Lin
;
Ma, Liang
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/01/14
single-cell RNA sequencing
elastic embedding
neural networks
large-scale
stochastic optimization
parametric models
generalizable models
Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness
期刊论文
NEURAL NETWORKS, 2020, 卷号: 130, 页码: 85-99
作者:
Jin, Pengzhan
;
Lu, Lu
;
Tang, Yifa
;
Karniadakis, George Em
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/01/14
Neural networks
Generalization error
Learnability
Data distribution
Cover complexity
Neural network smoothness
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