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| 重大装备制造多机器人任务分配与运动规划技术研究综述 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 21-41
作者: 张振国; 毛建旭; 谭浩然; 王耀南; 张雪波; 江一鸣
 Adobe PDF(16325Kb) |  收藏 | 浏览/下载：5/1 | 提交时间：2024/04/12
重大装备制造 多机器人 任务分配 运动规划 |
| Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038
作者: Xiao Xue; Deyu Zhou; Xiangning Yu; Gang Wang; Juanjuan Li ; Xia Xie; Lizhen Cui; Fei-Yue Wang
Adobe PDF(7239Kb) | 收藏 | 浏览/下载：24/6 | 提交时间：2024/03/18
Agent-based modeling computational experiments cyber-physical-social systems (CPSS) generative deduction generative experiments meta model |
| Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 919-931
作者: Fei Ming; Wenyin Gong; Ling Wang; Yaochu Jin
 Adobe PDF(2091Kb) | 收藏 | 浏览/下载：20/6 | 提交时间：2024/03/18
Constrained multi-objective optimization deep Q-learning deep reinforcement learning (DRL) evolutionary algorithms evolutionary operator selection |
| 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：7/3 | 提交时间：2024/04/10
Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang
Adobe PDF(1275Kb) | 收藏 | 浏览/下载：37/13 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| 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：34/14 | 提交时间：2024/01/23
Credit card fraud detection (CCFD) dandelion algorithm (DA) feature selection normal sowing operator |
| End-to-End Paired Ambisonic-Binaural Audio Rendering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 502-513
作者: Yin Zhu; Qiuqiang Kong; Junjie Shi; Shilei Liu; Xuzhou Ye; Ju-Chiang Wang; Hongming Shan; Junping Zhang
Adobe PDF(9612Kb) | 收藏 | 浏览/下载：36/11 | 提交时间：2024/01/23
Ambisonic attention binaural rendering neural network |
| 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：341/229 | 提交时间：2023/01/03
Control parameters differential Evolution metaheuristic algorithms mutation operator |
| Regularization by Multiple Dual Frames for Compressed Sensing Magnetic Resonance Imaging With Convergence Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2136-2153
作者: Baoshun Shi; Kexun Liu
Adobe PDF(16304Kb) | 收藏 | 浏览/下载：69/31 | 提交时间：2023/09/22
Bounded denoiser compressed sensing magnetic resonance imaging (CSMRI) dual frames plug-and-play priors regularization |
| A Chaotic Local Search-Based Particle Swarm Optimizer for Large-Scale Complex Wind Farm Layout Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1168-1180
作者: Zhenyu Lei; Shangce Gao; Zhiming Zhang; Haichuan Yang; Haotian Li
Adobe PDF(4152Kb) | 收藏 | 浏览/下载：120/54 | 提交时间：2023/04/26
Chaotic local search (CLS) evolutionary computation genetic learning particle swarm optimization (PSO) wake effect wind farm layout optimization (WFLO) |
