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On the Equivalence of Linear Discriminant Analysis and Least Squares Regression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 4, 页码: 5710-5720
作者:
Nie, Feiping
;
Chen, Hong
;
Xiang, Shiming
;
Zhang, Changshui
;
Yan, Shuicheng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/07/04
Eigenvalues and eigenfunctions
Principal component analysis
Null space
Training data
Symmetric matrices
Sun
Optimization
Least squares regression (LSR)
linear discriminant analysis (LDA)
linear regression
minimum distance classifier (MDC)
null space LDA
Accelerated Primal-Dual Projection Neurodynamic Approach with time Scaling for Linear and set Constrained Convex Optimization Problems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1485-1498
作者:
You Zhao
;
Xing He
;
Mingliang Zhou
;
Tingwen Huang
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  |  
浏览/下载:2/0
  |  
提交时间:2024/05/22
Accelerated projection neurodynamic approach
linear and set constraints
projection operators
smooth and nonsmooth convex optimization
time scaling
Fixed-Time Gradient Flows for Solving Constrained Optimization: A Unified Approach
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1849-1864
作者:
Xinli Shi
;
Xiangping Xu
;
Guanghui Wen
;
Jinde Cao
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  |  
浏览/下载:1/0
  |  
提交时间:2024/07/16
Consensus
constrained optimization
disturbance rejection
linear equations
fixed-time gradient flow (FxTGF)
An effective water wave optimization algorithm with problem-specific knowledge for the distributed assembly blocking flow-shop scheduling problem
期刊论文
Knowledge-Based Systems, 2022, 卷号: 243
作者:
Zhao, Fuqing
;
Shao, Dongqu
;
Wang, Ling
;
Xu, Tianpeng
;
Zhu, Ningning
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  |  
浏览/下载:22/0
  |  
提交时间:2022/04/21
Benchmarking
Integer programming
Machine shop practice
Manufacture
Production control
Scheduling
Supply chains
Blocking flow shops
Distributed assembly
Flow shop scheduling problem
Mixed integer linear
Optimisations
Optimization algorithms
Performance
Problem-specific knowledge
Total tardiness
Water wave optimization
Distributed Optimization Design for Computation of Algebraic Riccati Inequalities
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 3, 页码: 1924-1935
作者:
Zeng, Xianlin
;
Chen, Jie
;
Hong, Yiguang
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  |  
浏览/下载:11/0
  |  
提交时间:2022/06/21
Linear matrix inequalities
Distributed algorithms
Optimization
Heuristic algorithms
Dynamical systems
Convergence
Multi-agent systems
Distributed algorithm
distributed optimization
matrix inequality
Distributionally Robust Optimal Dispatch Method Considering Mining of Wind Power Statistical Characteristics
期刊论文
Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2022, 卷号: 46, 期号: 2, 页码: 33-42
作者:
Xu, Chaoran
;
Xu, Xiaoyuan
;
Yan, Zheng
;
Li, Hengjie
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  |  
浏览/下载:13/0
  |  
提交时间:2022/04/21
Affine transforms
Electric load dispatching
Linear programming
Principal component analysis
Probability distributions
Stochastic systems
Ambiguity set
Data driven
Distributionally robust optimization
Economical dispatch
Power output
Probability: distributions
Robust optimization
Robust optimization method
Uncertainty
Wind power output
Fast rotated BSOR method for block two-by-two linear systems with application to PDE-constrained optimal control problems
期刊论文
BIT NUMERICAL MATHEMATICS, 2022
作者:
Liang, Zhao-Zheng
;
Dou, Yan
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  |  
浏览/下载:14/0
  |  
提交时间:2022/03/01
Block two-by-two linear system
Kronecker structure
Iterative solution method
Preconditioning
PDE-constrained optimization
A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 812-833
作者:
Xinlei Yi
;
Shengjun Zhang
;
Tao Yang
;
Tianyou Chai
;
Karl Henrik Johansson
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2022/04/24
Distributed nonconvex optimization
linear speedup
Polyak-Łojasiewicz (P-Ł) condition
primal-dual algorithm
stochastic gradient descent
An Optimization Scheme of Balancing GHG Emission and Income in Circular Agriculture System
期刊论文
SUSTAINABILITY, 2021, 卷号: 13, 期号: 13, 页码: 15
作者:
Hang, Sheng
;
Li, Jing
;
Xu, Xiangbo
;
Lyu, Yun
;
Li, Yang
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  |  
浏览/下载:71/0
  |  
提交时间:2021/08/19
structure optimization
carbon footprint
multi-objective linear programming
circular agriculture
Efficient preconditioning techniques for velocity tracking of Stokes control problem
期刊论文
Applied Numerical Mathematics, 2021, 卷号: 165, 页码: 322-338
作者:
Liang, Zhao-Zheng
;
Dou, Yan
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/04/12
Eigenvalues and eigenfunctions
Iterative methods
Linear systems
Numerical methods
Optimal control systems
Spectrum analysis
Control problems
Iterative solution methods
Krylov subspace acceleration
Optimal control problem
PDE-constrained optimization
Preconditioners
Preconditioning
Preconditioning techniques
Stokes flows
Velocity tracking
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