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Learning to Branch in Combinatorial Optimization With Graph Pointer Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 157-169
作者:  Rui Wang;  Zhiming Zhou;  Kaiwen Li;  Tao Zhang;  Ling Wang;  Xin Xu;  Xiangke Liao
Adobe PDF(1841Kb)  |  收藏  |  浏览/下载：239/154  |  提交时间：2024/01/02
Branch-and-bound (B&B)  combinatorial optimization  deep learning  graph neural network  imitation learning  
Achieving Physical Layer Security Against Location Unknown Eavesdroppers via Friendly Jammer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 2038-2040
作者:  Heng Zhang;  Jianwei Sun;  Xin Wang;  Chenglong Gong
Adobe PDF(857Kb)  |  收藏  |  浏览/下载：83/28  |  提交时间：2023/09/07
Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1797-1809
作者:  Ding Wang;  Jiangyu Wang;  Mingming Zhao;  Peng Xin;  Junfei Qiao
Adobe PDF(5140Kb)  |  收藏  |  浏览/下载：140/59  |  提交时间：2023/08/10
Adaptive critic  artificial neural networks  Hamilton-Jacobi-Bellman (HJB) equation  multi-step heuristic dynamic programming  multi-step reinforcement learning  optimal control  
Underwater Data-Driven Positioning Estimation Using Local Spatiotemporal Nonlinear Correlation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1775-1777
作者:  Chengming Luo;  Luxue Wang;  Xudong Yang;  Gaifang Xin;  Biao Wang
Adobe PDF(931Kb)  |  收藏  |  浏览/下载：87/37  |  提交时间：2023/07/20
Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406
作者:  Fanghui Bi;  Xin Luo;  Bo Shen;  Hongli Dong;  Zidong Wang
Adobe PDF(2741Kb)  |  收藏  |  浏览/下载：131/51  |  提交时间：2023/05/29
Data science  high-dimensional and incomplete data  knowledge acquisition  industrial application  nonnegative latent factor analysis (NLFA)  proximal alternating direction method of multipliers  representation learning  
Data-Driven Control of Distributed Event-Triggered Network Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 351-364
作者:  Xin Wang;  Jian Sun;  Gang Wang;  Frank Allgöwer;  Jie Chen
Adobe PDF(2396Kb)  |  收藏  |  浏览/下载：243/77  |  提交时间：2023/01/16
Data-driven control  distributed event-triggered network system (ETS)  linear matrix inequalitie (LMI)  looped-functional  stability  
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者:  Yixin Wang;  Shuang Qiu;  Dan Li;  Changde Du;  Bao-Liang Lu;  Huiguang He
Adobe PDF(1908Kb)  |  收藏  |  浏览/下载：273/64  |  提交时间：2022/08/19
Cycle-consistency  domain adaptation  electroencephalograph (EEG)  multi modality  variational autoencoder  
Computation of an Emptiable Minimal Siphon in a Subclass of Petri Nets Using Mixed-Integer Programming 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 219-226
作者:  Shouguang Wang;  Wenli Duo;  Xin Guo;  Xiaoning Jiang;  Dan You;  Kamel Barkaoui;  MengChu Zhou
Adobe PDF(1617Kb)  |  收藏  |  浏览/下载：180/51  |  提交时间：2021/04/09
Automated manufacturing systems  deadlocks  discrete event system  mixed-integer programming (MIP)  Petri nets (PN)  siphons