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| 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：24/7 | 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 |
| Computational Experiments for Complex Social Systems: Integrated Design of Experiment System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1175-1189
作者: Xiao Xue; Xiangning Yu; Deyu Zhou; Xiao Wang; Chongke Bi; Shufang Wang; Fei-Yue Wang
Adobe PDF(11890Kb) | 收藏 | 浏览/下载：41/5 | 提交时间：2024/04/10
Artificial society computational experiments model integration operation engine technology integration |
| Dynamic Event-Triggered Quadratic Nonfragile Filtering for Non-Gaussian Systems: Tackling Multiplicative Noises and Missing Measurements 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1127-1138
作者: Shaoying Wang; Zidong Wang; Hongli Dong; Yun Chen; Guoping Lu
Adobe PDF(1874Kb) | 收藏 | 浏览/下载：31/7 | 提交时间：2024/04/10
Dynamic event-triggered scheme missing measurements multiplicative noises (MNs) non-Gaussian noises quadratic filter |
| 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：30/4 | 提交时间：2024/04/10
Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |
| A Self-Adapting and Efficient Dandelion Algorithm and Its Application to Feature Selection for Credit Card Fraud Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 377-390
作者: Honghao Zhu; MengChu Zhou; Yu Xie; Aiiad Albeshri
Adobe PDF(2674Kb) | 收藏 | 浏览/下载：60/18 | 提交时间：2024/01/23
Credit card fraud detection (CCFD) dandelion algorithm (DA) feature selection normal sowing operator |
| Virtual Power Plants for Grid Resilience: A Concise Overview of Research and Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 329-343
作者: Yijing Xie; Yichen Zhang; Wei-Jen Lee; Zongli Lin; Yacov A. Shamash
Adobe PDF(798Kb) | 收藏 | 浏览/下载：86/34 | 提交时间：2024/01/23
Climate change renewable energy resources resilience smart grids virtual power plants (VPPs) |
| Advancements in Humanoid Robots: A Comprehensive Review and Future Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 301-328
作者: Yuchuang Tong; Haotian Liu; Zhengtao Zhang
Adobe PDF(7587Kb) | 收藏 | 浏览/下载：122/28 | 提交时间：2024/01/23
Future trends and challenges humanoid robots human-robot interaction key technologies potential applications |
| 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：254/160 | 提交时间：2024/01/02
Branch-and-bound (B&B) combinatorial optimization deep learning graph neural network imitation learning |
| Multi-Objective Optimization for an Industrial Grinding and Classification Process Based on PBM and RSM 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2124-2135
作者: Xiaoli Wang; Luming Liu; Lian Duan; Qian Liao
Adobe PDF(5258Kb) | 收藏 | 浏览/下载：89/35 | 提交时间：2023/09/22
Decision-making technique grinding process multi-objective optimization response surface method (RSM) |
| 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：123/60 | 提交时间：2023/08/10
High-speed railway reinforcement learning train timetable rescheduling Transformer |
