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| Feature Matching via Topology-Aware Graph Interaction Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 113-130
作者: Yifan Lu; Jiayi Ma; Xiaoguang Mei; Jun Huang; Xiao-Ping Zhang
 Adobe PDF(26799Kb) |  收藏 | 浏览/下载：225/159 | 提交时间：2024/01/02
Feature matching graph cut outlier filtering topology preserving |
| Learning to Branch in Combinatorial Optimization With Graph Pointer Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 157-169
作者: Rui Wang; Zhiming Zhou ; Kaiwen Li; Tao Zhang; Ling Wang; Xin Xu; Xiangke Liao
Adobe PDF(1841Kb) | 收藏 | 浏览/下载：213/151 | 提交时间：2024/01/02
Branch-and-bound (B&B) combinatorial optimization deep learning graph neural network imitation learning |
| 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：15/3 | 提交时间：2024/03/18
Blast furnace (BF) burden surface extremely dim light industrial endoscope sensing imaging starlight |
| 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：11/1 | 提交时间：2024/04/10
Compressive imaging deep unfolding network hyperspectral image |
| Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 135-158
作者: Shubham Gupta; Shitu Singh; Rong Su; Shangce Gao; Jagdish Chand Bansal
Adobe PDF(3042Kb) | 收藏 | 浏览/下载：340/229 | 提交时间：2023/01/03
Control parameters differential Evolution metaheuristic algorithms mutation operator |
| Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1822-1833
作者: Wei Xu; Chen Zhao; Jie Cheng; Yin Wang; Yiqing Tang; Tao Zhang; Zhiming Yuan; Yisheng Lv; Fei-Yue Wang
Adobe PDF(3484Kb) | 收藏 | 浏览/下载：87/44 | 提交时间：2023/08/10
High-speed railway reinforcement learning train timetable rescheduling Transformer |
| AUTOSIM: Automated Urban Traffic Operation Simulation via Meta-Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1871-1881
作者: Yuanqi Qin; Wen Hua; Junchen Jin; Jun Ge; Xingyuan Dai; Lingxi Li; Xiao Wang; Fei-Yue Wang
Adobe PDF(3244Kb) | 收藏 | 浏览/下载：70/16 | 提交时间：2023/08/10
Conditional generative adversarial network signalized urban networks short-term link speed prediction |
| A Novel Adaptive Kalman Filter Based on Credibility Measure 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 103-120
作者: Quanbo Ge; Xiaoming Hu; Yunyu Li; Hongli He; Zihao Song
 Adobe PDF(2653Kb) | 收藏 | 浏览/下载：124/35 | 提交时间：2023/01/03
Credibility expectation maximization-particle swarm optimization method (EM-PSO) filter calculated mean square errors (MSE) inaccurate models Kalman filter Sage-Husa true MSE (TMSE) |
| Self-adaptive Bat Algorithm With Genetic Operations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1284-1294
作者: Jing Bi; Haitao Yuan; Jiahui Zhai; MengChu Zhou; H. Vincent Poor
Adobe PDF(1916Kb) | 收藏 | 浏览/下载：188/35 | 提交时间：2022/06/27
Bat algorithm (BA) genetic algorithm (GA) hybrid algorithm learning mechanism meta-heuristic optimization algorithms |
| An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1115-1138
作者: Bingjie Li; Guohua Wu; Yongming He; Mingfeng Fan; Witold Pedrycz
Adobe PDF(2802Kb) | 收藏 | 浏览/下载：395/245 | 提交时间：2022/06/27
End-to-end approaches learning-based optimization (LBO) algorithms reinforcement learning step-by-step approaches vehicle routing problem (VRP) |
