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| Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1819-1835
作者: Kangjia Qiao; Jing Liang ; Kunjie Yu; Xuanxuan Ban; Caitong Yue; Boyang Qu; Ponnuthurai Nagaratnam Suganthan
 Adobe PDF(2750Kb) |  收藏 | 浏览/下载：16/6 | 提交时间：2024/07/16
Constrained multi-objective optimization (CMOPs) evolutionary multitasking knowledge transfer single constraint |
| A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1777-1785
作者: Xiaofeng Yuan; Weiwei Xu; Yalin Wang; Chunhua Yang; Weihua Gui
Adobe PDF(1400Kb) | 收藏 | 浏览/下载：16/8 | 提交时间：2024/07/16
Deep residual partial least squares (DRPLS) nonlinear function quality prediction soft sensor |
| Fuzzy-Inverse-Model-Based Networked Tracking Control Frameworks of Time-Varying Signals 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1708-1710
作者: Shiwen Tong; Dianwei Qian; Keya Yuan; Dexin Liu; Yuan Li; Jiancheng Zhang
Adobe PDF(1314Kb) | 收藏 | 浏览/下载：51/20 | 提交时间：2024/06/07 |
| Multi-Robot Collaborative Hunting in Cluttered Environments With Obstacle-Avoiding Voronoi Cells 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1643-1655
作者: Meng Zhou; Zihao Wang; Jing Wang; Zhengcai Cao
Adobe PDF(3022Kb) | 收藏 | 浏览/下载：48/19 | 提交时间：2024/06/07
Dynamic obstacle avoidance multi-robot collaborative hunting obstacle-avoiding Voronoi cells task allocation |
| The Journey/DAO/TAO of Embodied Intelligence: From Large Models to Foundation Intelligence and Parallel Intelligence 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1313-1316
作者: Tianyu Shen; Jinlin Sun; Shihan Kong; Yutong Wang; Juanjuan Li; Xuan Li; Fei-Yue Wang
 Adobe PDF(682Kb) | 收藏 | 浏览/下载：62/24 | 提交时间：2024/05/22
Artificial intelligence Chatbots Autonomous systems Intelligent systems Robots Digital humans Robot kinematics Learning (artificial intelligence) Biological system modeling Computational modeling Human-robot interaction Complex systems Deep learning Reinforcement learning Large language models |
| Bayesian Filtering for High-Dimensional State-Space Models With State Partition and Error Compensation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1239-1249
作者: Ke Li; Shunyi Zhao; Biao Huang; Fei Liu
Adobe PDF(1988Kb) | 收藏 | 浏览/下载：70/21 | 提交时间：2024/04/10
Bayesian estimation error compensation high-dimensional systems state estimation state partition |
| Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1106-1126
作者: Wenqi Ren; Yang Tang; Qiyu Sun; Chaoqiang Zhao; Qing-Long Han
Adobe PDF(12695Kb) | 收藏 | 浏览/下载：59/7 | 提交时间：2024/04/10
Computer vision deep learning few-shot learning low-shot learning semantic segmentation zero-shot learning |
| Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
作者: MengChu Zhou; Meiji Cui; Dian Xu; Shuwei Zhu; Ziyan Zhao; Abdullah Abusorrah
Adobe PDF(2100Kb) | 收藏 | 浏览/下载：54/11 | 提交时间：2024/04/10
Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |
| Detection of Oscillations in Process Control Loops From Visual Image Space Using Deep Convolutional Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 982-995
作者: Tao Wang; Qiming Chen; Xun Lang; Lei Xie; Peng Li; Hongye Su
Adobe PDF(3095Kb) | 收藏 | 浏览/下载：85/25 | 提交时间：2024/03/18
Convolutional neural networks (CNNs) deep learning image processing oscillation detection process industries |
| A Novel Sensing Imaging Equipment Under Extremely Dim Light for Blast Furnace Burden Surface: Starlight High-Temperature Industrial Endoscope 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 893-906
作者: Zhipeng Chen; Xinyi Wang; Weihua Gui; Jilin Zhu; Chunhua Yang; Zhaohui Jiang
Adobe PDF(11937Kb) | 收藏 | 浏览/下载：55/8 | 提交时间：2024/03/18
Blast furnace (BF) burden surface extremely dim light industrial endoscope sensing imaging starlight |
