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| A Two-layer Encoding Learning Swarm Optimizer based on Frequent Itemsets for Sparse Large-scale Multi-objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1342-1357
作者: Sheng Qi; Rui Wang; Tao Zhang; Xu Yang ; Ruiqing Sun; Ling Wang
 Adobe PDF(3038Kb) |  收藏 | 浏览/下载：11/3 | 提交时间：2024/05/22
Evolutionary algorithms learning swarm optimization sparse large-scale optimization sparse large-scale multi-objective problems two-layer encoding |
| Cybersecurity Landscape on Remote State Estimation: A Comprehensive Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 851-865
作者: Jing Zhou; Jun Shang; Tongwen Chen
Adobe PDF(1169Kb) | 收藏 | 浏览/下载：29/7 | 提交时间：2024/03/18
Cyber-attacks Kalman filtering remote state estimation unreliable transmission channels |
| Data-Driven Learning Control Algorithms for Unachievable Tracking Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 205-218
作者: Zeyi Zhang; Hao Jiang; Dong Shen; Samer S. Saab
Adobe PDF(1892Kb) | 收藏 | 浏览/下载：127/73 | 提交时间：2024/01/02
Data-driven algorithms incomplete information iterative learning control gradient information unachievable problems |
| Knowledge Transfer Learning via Dual Density Sampling for Resource-Limited Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2269-2291
作者: Zefeng Zheng; Luyao Teng; Wei Zhang; Naiqi Wu; Shaohua Teng
Adobe PDF(15412Kb) | 收藏 | 浏览/下载：116/25 | 提交时间：2023/10/31
Cross-domain risk dual density sampling intra-domain risk maximum mean discrepancy knowledge transfer learning resource-limited domain adaptation |
| Subspace Identification for Closed-Loop Systems With Unknown Deterministic Disturbances 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2248-2257
作者: Kuan Li; Hao Luo; Yuchen Jiang; Dejia Tang; Hongyan Yang
Adobe PDF(1548Kb) | 收藏 | 浏览/下载：120/30 | 提交时间：2023/10/31
Bernstein polynomial closed-loop system subspace identification unknown deterministic disturbances |
| Improved Capon Estimator for High-Resolution DOA Estimation and Its Statistical Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1716-1729
作者: Weiliang Zuo; Jingmin Xin; Changnong Liu; Nanning Zheng; Akira Sano
Adobe PDF(2011Kb) | 收藏 | 浏览/下载：81/37 | 提交时间：2023/07/20
Capon beamformer direction-of-arrival (DOA) estimation large-sample mean-squared-error (MSE) subspace-based methods uniform linear array |
| A Fast Clustering Based Evolutionary Algorithm for Super-Large-Scale Sparse Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1048-1063
作者: Ye Tian; Yuandong Feng; Xingyi Zhang; Changyin Sun
Adobe PDF(2003Kb) | 收藏 | 浏览/下载：302/98 | 提交时间：2023/03/22
Evolutionary computation fast clustering sparse multi-objective optimization super-large-scale optimization |
| Passive Attack Detection for a Class of Stealthy Intermittent Integrity Attacks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 898-915
作者: Kangkang Zhang; Christodoulos Keliris; Thomas Parisini; Bin Jiang; Marios M. Polycarpou
Adobe PDF(2917Kb) | 收藏 | 浏览/下载：145/47 | 提交时间：2023/03/22
Backward-in-time equivalent quantity fixed-point smoother intermittent integrity attacks |
| Adaptive Generalized Eigenvector Estimating Algorithm for Hermitian Matrix Pencil 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1967-1979
作者: Yingbin Gao
Adobe PDF(1699Kb) | 收藏 | 浏览/下载：160/41 | 提交时间：2022/10/09
Deterministic discrete-time (DDT) generalized eigenvector learning rate online estimation |
| A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1952-1966
作者: Meiji Cui; Li Li; MengChu Zhou; Jiankai Li; Abdullah Abusorrah; Khaled Sedraoui
Adobe PDF(4431Kb) | 收藏 | 浏览/下载：205/41 | 提交时间：2022/10/09
Autoencoder dimension reduction evolutionary algorithm medium-scale expensive problems teaching-learning-based optimization |
