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| Multiobjective Differential Evolution for Higher-Dimensional Multimodal Multiobjective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1458-1475
作者: Jing Liang ; Hongyu Lin; Caitong Yue; Ponnuthurai Nagaratnam Suganthan; Yaonan Wang
 Adobe PDF(2268Kb) |  收藏 | 浏览/下载：24/11 | 提交时间：2024/05/22
Benchmark functions diversity measure evolutionary algorithms multimodal multiobjective optimization |
| 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：27/8 | 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 |
| 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：56/25 | 提交时间：2024/03/18
Constrained multi-objective optimization deep Q-learning deep reinforcement learning (DRL) evolutionary algorithms evolutionary operator selection |
| 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：66/29 | 提交时间：2024/01/23
Constrained multi-objective optimization even search evolutionary algorithms promising region real-world problems |
| 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：96/42 | 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：148/66 | 提交时间：2023/04/26
Environmental selection line complex many-objective optimization problems (MaOPs) Plücker coordinate |
| 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：343/103 | 提交时间：2023/03/22
Evolutionary computation fast clustering sparse multi-objective optimization super-large-scale optimization |
| 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：222/68 | 提交时间：2023/01/16
Evolutionary algorithm multi-objective optimization Pareto optimization tourism route recommendation two-stage decomposition |
| Integrating Conjugate Gradients Into Evolutionary Algorithms for Large-Scale Continuous Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1801-1817
作者: Ye Tian; Haowen Chen; Haiping Ma; Xingyi Zhang; Kay Chen Tan; Yaochu Jin
Adobe PDF(2151Kb) | 收藏 | 浏览/下载：196/63 | 提交时间：2022/09/08
Conjugate gradient differential evolution evolutionary computation large-scale multi-objective optimization mathematical programming |
| 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：314/75 | 提交时间：2022/08/01
Adaptive strategy fireworks algorithm multimodal multiobjective optimization problems (MMOP) |
