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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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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
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  |  
浏览/下载:96/0
  |  
提交时间:2023/02/07
Distributed non-convex optimization
Machine learning
Momentum methods
Optimization algorithms
Convergence rate
Algorithms for the Prize-Collecting $k$-Steiner Tree Problem
期刊论文
TSINGHUA SCIENCE AND TECHNOLOGY, 2022, 卷号: 27, 期号: 5, 页码: 785-792
作者:
Han, Lu
;
Wang, Changjun
;
Xu, Dachuan
;
Zhang, Dongmei
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  |  
浏览/下载:138/0
  |  
提交时间:2022/04/29
Steiner trees
Costs
Approximation algorithms
prize-collecting
Steiner tree
approximation algorithm
Evolution of Controllers Under a Generalized Structure Encoding/Decoding Scheme With Application to Magnetic Levitation System
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 卷号: 69, 期号: 9, 页码: 9655-9666
作者:
Xin, Bin
;
Wang, Yipeng
;
Xue, Wenchao
;
Cai, Tao
;
Fan, Zhun
;
Zhan, Jiaoyang
;
Chen, Jie
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  |  
浏览/下载:142/0
  |  
提交时间:2022/06/21
Optimization
Design methodology
Control systems
Tuning
Magnetic levitation
Signal processing
Periodic structures
Automatic design of controllers
disturbance-rejection
intelligent optimization algorithms
magnetic levitation system (MLS)
mixed-variable optimization
Differentially private distributed algorithms for stochastic aggregative games
期刊论文
AUTOMATICA, 2022, 卷号: 142, 页码: 13
作者:
Wang, Jimin
;
Zhang, Ji-Feng
;
He, Xingkang
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  |  
浏览/下载:29/0
  |  
提交时间:2023/02/07
Differential privacy
Stochastic aggregative games
Distributed algorithms
Stochastic approximation
Approximation algorithms for solving the line-capacitated minimum Steiner tree problem
期刊论文
JOURNAL OF GLOBAL OPTIMIZATION, 2022, 页码: 28
作者:
Li, Jianping
;
Wang, Wencheng
;
Lichen, Junran
;
Liu, Suding
;
Pan, Pengxiang
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  |  
浏览/下载:77/0
  |  
提交时间:2023/02/07
Combinatorial optimization
Locations of lines
Line-capacitated Steiner trees
Approximation algorithms
Exact algorithms
A well-conditioned direct PinT algorithm for first- and second-order evolutionary equations
期刊论文
ADVANCES IN COMPUTATIONAL MATHEMATICS, 2022, 卷号: 48, 期号: 3, 页码: 29
作者:
Liu, Jun
;
Wang, Xiang-Sheng
;
Wu, Shu-Lin
;
Zhou, Tao
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浏览/下载:100/0
  |  
提交时间:2022/04/29
Direct PinT algorithms
Diagonalization technique
Condition number
Wave-type equations
Online Semisupervised Active Classification for Multiview PolSAR Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
;
Ma, Xiaoshuang
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  |  
浏览/下载:87/0
  |  
提交时间:2023/02/07
Task analysis
Feature extraction
Heuristic algorithms
Data models
Manifolds
Semisupervised learning
Training
Online active learning
online multiview learning
online semisupervised learning (SSL)
polarimetric synthetic aperture radar (PolSAR) data classification
Efficient Algorithm for Approximating Nash Equilibrium of Distributed Aggregative Games
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 13
作者:
Xu, Gehui
;
Chen, Guanpu
;
Qi, Hongsheng
;
Hong, Yiguang
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  |  
浏览/下载:40/0
  |  
提交时间:2023/02/07
Games
Approximation algorithms
Heuristic algorithms
Optimization
Standards
Distributed algorithms
Convergence
-Nash equilibrium (NE)
aggregative game
approximation
distributed algorithm
Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
作者:
Xu, Zhenhui
;
Shen, Tielong
;
Cheng, Daizhan
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  |  
浏览/下载:86/0
  |  
提交时间:2022/06/21
Mathematical model
Trajectory
Heuristic algorithms
Optimal control
System dynamics
Artificial neural networks
Convergence
Approximate optimal control design
auxiliary trajectory
completely model-free
integral reinforcement learning (IRL)
Set Stabilization of Boolean Control Networks via Output-Feedback Controllers
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 10
作者:
Jia, Yingzhe
;
Wang, Biao
;
Feng, Jun-E
;
Cheng, Daizhan
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  |  
浏览/下载:171/0
  |  
提交时间:2022/04/29
Stability criteria
Matrix converters
Switches
Heuristic algorithms
Nonlinear systems
Matrix decomposition
Linear systems
Boolean control network (BCN)
output-feedback stabilization
semitensor product of matrices
time-varying set stabilizers