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| Multiobjective Differential Evolution for Higher-Dimensional Multimodal Multiobjective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1458-1475
作者: Jing Liang ; Hongyu Lin; Caitong Yue; Ponnuthurai Nagaratnam Suganthan; Yaonan Wang
 Adobe PDF(2268Kb) |  收藏 | 浏览/下载：46/19 | 提交时间：2024/05/22
Benchmark functions diversity measure evolutionary algorithms multimodal multiobjective optimization |
| Hyperbolic Tangent Function-Based Protocols for Global/Semi-Global Finite-Time Consensus of Multi-Agent Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1381-1397
作者: Zongyu Zuo; Jingchuan Tang; Ruiqi Ke; Qing-Long Han
Adobe PDF(3135Kb) | 收藏 | 浏览/下载：35/15 | 提交时间：2024/05/22
Consensus protocol finite-time consensus hyperbolic tangent function multi-agent systems |
| Adaptive Trajectory Tracking Control for Nonholonomic Wheeled Mobile Robots: A Barrier Function Sliding Mode Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1007-1021
作者: Yunjun Zheng; Jinchuan Zheng; Ke Shao; Han Zhao; Hao Xie; Hai Wang
Adobe PDF(32944Kb) | 收藏 | 浏览/下载：54/5 | 提交时间：2024/03/18
Adaptive sliding mode barrier function nonholonomic wheeled mobile robot (NWMR) trajectory tracking control |
| Data-Based Filters for Non-Gaussian Dynamic Systems With Unknown Output Noise Covariance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 866-877
作者: Elham Javanfar; Mehdi Rahmani
Adobe PDF(1291Kb) | 收藏 | 浏览/下载：57/18 | 提交时间：2024/03/18
Data-based filter maximum likelihood estimation unknown covariance weighted maximum likelihood estimation weighted sum-of-norms clustering |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang
Adobe PDF(1275Kb) | 收藏 | 浏览/下载：66/23 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| An Isomerism Learning Model to Solve Time-Varying Problems Through Intelligent Collaboration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1772-1774
作者: Zhihao Hao; Guancheng Wang; Bob Zhang; Leyuan Fang; Haisheng Li
Adobe PDF(699Kb) | 收藏 | 浏览/下载：155/59 | 提交时间：2023/07/20 |
| 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：119/51 | 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 Data-Based Feedback Relearning Algorithm for Uncertain Nonlinear Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1288-1303
作者: Chaoxu Mu; Yong Zhang; Guangbin Cai; Ruijun Liu; Changyin Sun
Adobe PDF(4205Kb) | 收藏 | 浏览/下载：246/114 | 提交时间：2023/04/26
Data episodes experience replay neural networks reinforcement learning (RL) uncertain systems |
| A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
作者: Qing Xu; Min Wu; Edwin Khoo; Zhenghua Chen; Xiaoli Li
Adobe PDF(6437Kb) | 收藏 | 浏览/下载：228/72 | 提交时间：2023/01/03
Deep learning early prediction lithium-ion battery remaining useful life (RUL) |
| Finite-Control-Set Model Predictive Control of Permanent Magnet Synchronous Motor Drive Systems — An Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2087-2105
作者: Teng Li; Xiaodong Sun; Gang Lei; Zebin Yang; Youguang Guo; Jianguo Zhu
Adobe PDF(3554Kb) | 收藏 | 浏览/下载：819/610 | 提交时间：2022/12/02
Computational burden finite control set (FCS) model predictive control (MPC) permanent magnet synchronous motor (PMSM) robust operation switching frequency |
