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| Fixed-Time Gradient Flows for Solving Constrained Optimization: A Unified Approach 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1849-1864 作者: Xinli Shi; Xiangping Xu; Guanghui Wen; Jinde Cao Adobe PDF(2318Kb)  |  收藏  |  浏览/下载:28/11  |  提交时间:2024/07/16 Consensus constrained optimization disturbance rejection linear equations fixed-time gradient flow (FxTGF) |
| 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:22/13  |  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:25/11  |  提交时间:2024/07/16 Deep residual partial least squares (DRPLS) nonlinear function quality prediction soft sensor |
| SDGNN: Symmetry-Preserving Dual-Stream Graph Neural Networks 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1717-1719 作者: Jiufang Chen; Ye Yuan; Xin Luo Adobe PDF(731Kb)  |  收藏  |  浏览/下载:62/13  |  提交时间:2024/06/07 |
| A LiDAR Point Clouds Dataset of Ships in a Maritime Environment 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1681-1694 作者: Qiuyu Zhang; Lipeng Wang; Hao Meng; Wen Zhang; Genghua Huang Adobe PDF(10728Kb)  |  收藏  |  浏览/下载:61/23  |  提交时间:2024/06/07 3D point clouds dataset dynamic tail wave fog simulation rainy simulation simulated data |
| Low-Rank Optimal Transport for Robust Domain Adaptation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1667-1680 作者: Bingrong Xu; Jianhua Yin; Cheng Lian; Yixin Su; Zhigang Zeng Adobe PDF(3368Kb)  |  收藏  |  浏览/下载:61/25  |  提交时间:2024/06/07 Domain adaptation low-rank constraint noise corruption optimal transport |
| Distributed Optimal Variational GNE Seeking in Merely Monotone Games 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1621-1630 作者: Wangli He; Yanzhen Wang Adobe PDF(2076Kb)  |  收藏  |  浏览/下载:36/18  |  提交时间:2024/06/07 Distributed algorithms equilibria selection generalized Nash equilibrium (GNE) merely monotone games |
| Accelerated Primal-Dual Projection Neurodynamic Approach with time Scaling for Linear and set Constrained Convex Optimization Problems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1485-1498 作者: You Zhao; Xing He; Mingliang Zhou; Tingwen Huang Adobe PDF(2287Kb)  |  收藏  |  浏览/下载:70/30  |  提交时间:2024/05/22 Accelerated projection neurodynamic approach linear and set constraints projection operators smooth and nonsmooth convex optimization time scaling |
| 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:73/23  |  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 |
| MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1139-1150 作者: Qian Hu; Jiayi Ma; Yuan Gao; Junjun Jiang; Yixuan Yuan Adobe PDF(10937Kb)  |  收藏  |  浏览/下载:57/15  |  提交时间:2024/04/10 Compressive imaging deep unfolding network hyperspectral image |