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A NOVEL AUGMENTED LAGRANGIAN METHOD OF MULTIPLIERS FOR OPTIMIZATION WITH GENERAL INEQUALITY CONSTRAINTS 期刊论文
MATHEMATICS OF COMPUTATION, 2022, 页码: 30
作者:  Liu, Xin-Wei;  Dai, Yu-Hong;  Huang, Ya-Kui;  Sun, Jie
收藏  |  浏览/下载：78/0  |  提交时间：2023/02/07
Nonlinear programming  inequality-constrained optimization  augmented Lagrangian method of multipliers  strong global convergence  local convergence  
Frequentist model averaging under inequality constraints 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 221, 页码: 100-113
作者:  Zhu, Rong;  Zhang, Xinyu;  Wand, Alan T. K.;  Zou, Guohua
收藏  |  浏览/下载：73/0  |  提交时间：2023/02/07
Cross validation  Inequality constraints  Model averaging  Order-restricted information criterion  
Variational deep embedding-based active learning for the diagnosis of pneumonia 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 7
作者:  Huang, Jian;  Ding, Wen;  Zhang, Jiarun;  Li, Zhao;  Shu, Ting;  Kuosmanen, Pekka;  Zhou, Guanqun;  Zhou, Chuan;  Yu, Gang
收藏  |  浏览/下载：93/0  |  提交时间：2023/02/07
pneumonia diagnosis  active learning  variational autoencoders  brain-like computing  human-centric computing  
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
收藏  |  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  
Extended state Kalman filter-based path following control of underactuated autonomous vessels 期刊论文
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2021, 页码: 11
作者:  Zhang, Yi;  Xue, Wenchao;  Sun, Li;  Shen, Jiong
收藏  |  浏览/下载：121/0  |  提交时间：2021/10/26
Path following  underactuated autonomous vessel  model predictive control  extended state Kalman filter  
Sample average approximation of CVaR-based hedging problem with a deep-learning solution 期刊论文
NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2021, 卷号: 56, 页码: 14
作者:  Peng, Cheng;  Li, Shuang;  Zhao, Yanlong;  Bao, Ying
收藏  |  浏览/下载：132/0  |  提交时间：2021/04/26
Conditional Value-at-Risk  Hedging strategies  Deep learning  Theoretical guarantee  Sample average approximation  Uniform convergence  
Max-Min Fairness in IRS-Aided Multi-Cell MISO Systems With Joint Transmit and Reflective Beamforming 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 卷号: 20, 期号: 2, 页码: 1379-1393
作者:  Xie, Hailiang;  Xu, Jie;  Liu, Ya-Feng
收藏  |  浏览/下载：162/0  |  提交时间：2021/04/26
Array signal processing  MISO communication  Optimization  Wireless communication  Signal to noise ratio  Interference  Computational complexity  Intelligent reflecting surface (IRS)  multi-cell systems  multiple-input single-output (MISO)  coordinated transmit beamforming  reflective beamforming  optimization  
Distributed algorithm for epsilon-generalized Nash equilibria with uncertain coupled constraints 期刊论文
AUTOMATICA, 2021, 卷号: 123, 页码: 9
作者:  Chen, Guanpu;  Ming, Yang;  Hong, Yiguang;  Yi, Peng
收藏  |  浏览/下载：149/0  |  提交时间：2021/04/26
Distributed algorithm  Generalized Nash equilibrium  Uncertainty  Coupled constraint  
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
收藏  |  浏览/下载：132/0  |  提交时间：2021/01/14
Distributed optimization  Resource allocation  Sub-optimality  Weight-balanced graph  Singular perturbation  
Distributed Continuous-Time Nonsmooth Convex Optimization With Coupled Inequality Constraints 期刊论文
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2020, 卷号: 7, 期号: 1, 页码: 74-84
作者:  Li, Xiuxian;  Xie, Lihua;  Hong, Yiguang
收藏  |  浏览/下载：140/0  |  提交时间：2020/05/24
Continuous-time algorithms  coupled inequality constraints  distributed convex optimization  multiagent networks  nonsmooth analysis