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| Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801 作者: Sheng Qi; Rui Wang; Tao Zhang; Weixiong Huang; Fan Yu; Ling Wang Adobe PDF(2019Kb)  |  收藏  |  浏览/下载:13/7  |  提交时间:2024/07/16 Evolutionary algorithms pattern mining sparse large-scale multi-objective problems (SLMOPs) sparse large-scale optimization |
| 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:17/8  |  提交时间:2024/07/16 Deep residual partial least squares (DRPLS) nonlinear function quality prediction soft sensor |
| A Multi-AGV Routing Planning Method Based on Deep Reinforcement Learning and Recurrent Neural Network 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1720-1722 作者: Yishuai Lin; Gang Hu; Liang Wang; Qingshan Li; Jiawei Zhu Adobe PDF(2948Kb)  |  收藏  |  浏览/下载:57/22  |  提交时间:2024/06/07 |
| Deep Reinforcement Learning or Lyapunov Analysis? A Preliminary Comparative Study on Event-Triggered Optimal Control 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1702-1704 作者: Jingwei Lu; Lefei Li; Qinglai Wei; Fei-Yue Wang Adobe PDF(501Kb)  |  收藏  |  浏览/下载:55/17  |  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 |
| Ultimately Bounded Output Feedback Control for Networked Nonlinear Systems With Unreliable Communication Channel: A Buffer-Aided Strategy 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1566-1578 作者: Yuhan Zhang; Zidong Wang; Lei Zou; Yun Chen; Guoping Lu Adobe PDF(2016Kb)  |  收藏  |  浏览/下载:35/12  |  提交时间:2024/06/07 Buffer-aided strategy neural networks nonlinear control output-feedback control unreliable communication channel |
| Adaptive Space Expansion for Fast Motion Planning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1499-1514 作者: Shenglei Shi; Jiankui Chen Adobe PDF(4194Kb)  |  收藏  |  浏览/下载:57/20  |  提交时间:2024/05/22 Adaptive space expansion (ASE) hyper-ellipsoid ring informed sampling motion planning |
| 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:55/21  |  提交时间:2024/05/22 Benchmark functions diversity measure evolutionary algorithms multimodal multiobjective optimization |
| Uncertainty-aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1317-1330 作者: Jiaxin Ren; Jingcheng Wen; Zhibin Zhao; Ruqiang Yan; Xuefeng Chen; Asoke K. Nandi Adobe PDF(16165Kb)  |  收藏  |  浏览/下载:43/10  |  提交时间:2024/05/22 Out-of-distribution detection traceability analysis trustworthy fault diagnosis uncertainty quantification |
| 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 |