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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：2/1 | 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：4/0 | 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 |
| An Information-Based Elite-Guided Evolutionary Algorithm for Multi-Objective Feature Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 264-266
作者: Ziqian Wang; Shangce Gao; Zhenyu Lei; Masaaki Omura
 Adobe PDF(363Kb) | 收藏 | 浏览/下载：108/49 | 提交时间：2024/01/02 |
| 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：136/61 | 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：300/98 | 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：206/63 | 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：184/59 | 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：280/70 | 提交时间：2022/08/01
Adaptive strategy fireworks algorithm multimodal multiobjective optimization problems (MMOP) |
| 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：144/39 | 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：135/47 | 提交时间：2021/04/09
Evolutionary algorithm machine learning multi-objective optimization problems (MOPs) irregular Pareto fronts |
