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Integration of Train Regulation and Speed Profile Optimization Based on Feature Learning and Hybrid Search Algorithm
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 10
作者:
Zhou, Min
;
Hou, Zhuopu
;
Wu, Xingtang
;
Dong, Hairong
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
Convolutional neural network (CNN)
hybrid search algorithm
integration
speed profile
train control
train regulation
Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 42
作者:
Gao, Juan
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Huang, Yakui
;
Gu, Junhua
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/02/07
Distributed non-convex optimization
Machine learning
Momentum methods
Optimization algorithms
Convergence rate
Understanding the acceleration phenomenon via high-resolution differential equations
期刊论文
MATHEMATICAL PROGRAMMING, 2022, 卷号: 195, 期号: 1-2, 页码: 79-148
作者:
Shi, Bin
;
Du, Simon S.
;
Jordan, Michael, I
;
Su, Weijie J.
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  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
Convex optimization
First-order method
Polyak's heavy ball method
Nesterov's accelerated gradient methods
Ordinary differential equation
Lyapunov function
Gradient minimization
Consistent and diverse multi-View subspace clustering with structure constraint
期刊论文
PATTERN RECOGNITION, 2022, 卷号: 121, 页码: 15
作者:
Si, Xiaomeng
;
Yin, Qiyue
;
Zhao, Xiaojie
;
Yao, Li
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  |  
浏览/下载:88/0
  |  
提交时间:2021/11/03
Subspace self-representation
Multi-view clustering
Consistency
Diversity
Clustering structure
A Novel Multiobjective Fireworks Algorithm and Its Applications to Imbalanced Distance Minimization Problems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1476-1489
作者:
Shoufei Han
;
Kun Zhu
;
MengChu Zhou
;
Xiaojing Liu
;
Haoyue Liu
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  |  
浏览/下载:25/0
  |  
提交时间:2022/08/01
Adaptive strategy
fireworks algorithm
multimodal multiobjective optimization problems (MMOP)
Depth Selection for Deep ReLU Nets in Feature Extraction and Generalization
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 4, 页码: 1853-1868
作者:
Han Z(韩志)
;
Yu SQ(余思泉)
;
Lin SB(林绍波)
;
Zhou DX(周定軒)
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  |  
浏览/下载:23/0
  |  
提交时间:2022/03/23
Feature extraction
Data mining
Deep learning
Task analysis
Optimization
Machine learning algorithms
Deep nets
feature extractions
generalization
learning theory
AN ORTHOGONALIZATION-FREE PARALLELIZABLE FRAMEWORK FOR ALL-ELECTRON CALCULATIONS IN DENSITY FUNCTIONAL THEORY
期刊论文
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2022, 卷号: 44, 期号: 3, 页码: B723-B745
作者:
Gao, Bin
;
Hu, Guanghu
;
Kuang, Yang
;
Liu, Xin
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  |  
浏览/下载:2/0
  |  
提交时间:2023/02/07
Key words
density functional theory
all-electron calculations
total energy minimization
orthogonalization-free
scalability
Learning with smooth Hinge losses
期刊论文
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 379-387
作者:
Luo, JunRu
;
Qiao, Hong
;
Zhang, Bo
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/12/28
Smooth Hinge loss
Convex surrogate loss
Support vector machine
Trust region Newton method
Accurate AM-FM signal demodulation and separation using nonparametric regularization method
期刊论文
SIGNAL PROCESSING, 2021, 卷号: 186, 页码: 12
作者:
Hu, Xiyuan
;
Peng, Silong
;
Guo, Baokui
;
Xu, Pengcheng
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/08/15
Nonparametric regularization method
AM-FM signal
Null space pursuit (NSP)
Differential equation
Signal demodulation and separation
A Minimax Probability Machine for Nondecomposable Performance Measures
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Luo, Junru
;
Qiao, Hong
;
Zhang, Bo
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  |  
浏览/下载:6/0
  |  
提交时间:2022/04/02
Measurement
Task analysis
Covariance matrices
Support vector machines
Prediction algorithms
Minimization
Kernel
Imbalanced classification
minimax probability machine
nondecomposable performance measures
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