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| A Dynamic Resource Allocation Strategy with Reinforcement Learning for Multimodal Multi-objective Optimization 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 138-152
作者: Qian-Long Dang; Wei Xu; Yang-Fei Yuan
 Adobe PDF(2376Kb) |  收藏 | 浏览/下载：2/1 | 提交时间：2024/04/23
Multimodal multi-objective optimization (MMO) dynamic resource allocating strategy (DRAS) reinforcement learning (RL) decision space partition zoning search |
| 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：23/7 | 提交时间：2024/03/18
Constrained multi-objective optimization deep Q-learning deep reinforcement learning (DRL) evolutionary algorithms evolutionary operator selection |
| 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：74/32 | 提交时间：2023/09/07
Constrained multi-objective optimization evolutionary multitasking (EMT) global auxiliary task knowledge transfer local auxiliary task |
| 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：90/45 | 提交时间：2023/06/14
Coevolution ${\bm{\epsilon}}$-dominance generalized multimodal multi-objective optimization (MMO) local convergence two archives |
| 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：122/53 | 提交时间：2023/04/26
Environmental selection line complex many-objective optimization problems (MaOPs) Plücker coordinate |
| Tourism Route Recommendation Based on A Multi-Objective Evolutionary Algorithm Using Two-Stage Decomposition and Pareto Layering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 486-500
作者: Xiaoyao Zheng; Baoting Han; Zhen Ni
Adobe PDF(5493Kb) | 收藏 | 浏览/下载：193/61 | 提交时间：2023/01/16
Evolutionary algorithm multi-objective optimization Pareto optimization tourism route recommendation two-stage decomposition |
| A Novel Multiobjective Fireworks Algorithm and Its Applications to Imbalanced Distance Minimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1476-1489
作者: Shoufei Han; Kun Zhu; MengChu Zhou; Xiaojing Liu; Haoyue Liu; Yusuf Al-Turki; Abdullah Abusorrah
Adobe PDF(2428Kb) | 收藏 | 浏览/下载：243/66 | 提交时间：2022/08/01
Adaptive strategy fireworks algorithm multimodal multiobjective optimization problems (MMOP) |
| Zoning Search With Adaptive Resource Allocating Method for Balanced and Imbalanced Multimodal Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1163-1176
作者: Qinqin Fan; Okan K. Ersoy
Adobe PDF(3817Kb) | 收藏 | 浏览/下载：103/32 | 提交时间：2021/06/11
Computational resource allocation decision space decomposition evolutionary computation multimodal multi-objective optimization |
| Evolutionary Computation for Large-scale Multi-objective Optimization: A Decade of Progresses 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 155-169
作者: Wen-Jing Hong; Peng Yang; Ke Tang
Adobe PDF(946Kb) | 收藏 | 浏览/下载：132/35 | 提交时间：2021/04/22
Large-scale multi-objective optimization high-dimensional search space evolutionary computation evolutionary algorithms scalability |
| A Survey of Evolutionary Algorithms for Multi-Objective Optimization Problems With Irregular Pareto Fronts 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 303-318
作者: Yicun Hua; Qiqi Liu; Kuangrong Hao; Yaochu Jin
Adobe PDF(6590Kb) | 收藏 | 浏览/下载：125/43 | 提交时间：2021/04/09
Evolutionary algorithm machine learning multi-objective optimization problems (MOPs) irregular Pareto fronts |
