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| 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：21/6 | 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：8/3 | 提交时间：2024/04/10
Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |
| Even Search in a Promising Region for Constrained Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 474-486
作者: Fei Ming; Wenyin Gong; Yaochu Jin
Adobe PDF(1847Kb) | 收藏 | 浏览/下载：34/16 | 提交时间：2024/01/23
Constrained multi-objective optimization even search evolutionary algorithms promising region real-world problems |
| 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：77/31 | 提交时间：2023/09/22
Decision-making technique grinding process multi-objective optimization response surface method (RSM) |
| A Length-Adaptive Non-Dominated Sorting Genetic Algorithm for Bi-Objective High-Dimensional Feature Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1834-1844
作者: Yanlu Gong; Junhai Zhou; Quanwang Wu; MengChu Zhou; Junhao Wen
Adobe PDF(1308Kb) | 收藏 | 浏览/下载：74/39 | 提交时间：2023/08/10
Bi-objective optimization feature selection (FS) genetic algorithm high-dimensional data length-adaptive |
| Coevolutionary Framework for Generalized Multimodal Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1544-1556
作者: Wenhua Li; Xingyi Yao; Kaiwen Li; Rui Wang; Tao Zhang; Ling Wang
Adobe PDF(4321Kb) | 收藏 | 浏览/下载：88/44 | 提交时间：2023/06/14
Coevolution ${\bm{\epsilon}}$-dominance generalized multimodal multi-objective optimization (MMO) local convergence two archives |
| A Fast Clustering Based Evolutionary Algorithm for Super-Large-Scale Sparse Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1048-1063
作者: Ye Tian ; Yuandong Feng; Xingyi Zhang; Changyin Sun
Adobe PDF(2003Kb) | 收藏 | 浏览/下载：264/91 | 提交时间：2023/03/22
Evolutionary computation fast clustering sparse multi-objective optimization super-large-scale optimization |
| Evolutionary Multitasking With Global and Local Auxiliary Tasks for Constrained Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1951-1964
作者: Kangjia Qiao; Jing Liang; Zhongyao Liu; Kunjie Yu; Caitong Yue; Boyang Qu
 Adobe PDF(3148Kb) | 收藏 | 浏览/下载：73/32 | 提交时间：2023/09/07
Constrained multi-objective optimization evolutionary multitasking (EMT) global auxiliary task knowledge transfer local auxiliary task |
| A Line Complex-Based Evolutionary Algorithm for Many-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1150-1167
作者: Liang Zhang; Qi Kang; Qi Deng; Luyuan Xu; Qidi Wu
Adobe PDF(4200Kb) | 收藏 | 浏览/下载：119/51 | 提交时间：2023/04/26
Environmental selection line complex many-objective optimization problems (MaOPs) Plücker coordinate |
| Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1513-1529
作者: Aditya Joshi; Skieler Capezza; Ahmad Alhaji; Mo-Yuen Chow
Adobe PDF(4919Kb) | 收藏 | 浏览/下载：151/76 | 提交时间：2023/06/14
Consensus energy management system (EMS) reinforcement learning supervised learning |
