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| Evolutionary Multi/Many-Objective Optimisation via Bilevel Decomposition 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1973-1986 作者: Shouyong Jiang; Jinglei Guo; Yong Wang; Shengxiang Yang
Adobe PDF(3261Kb)  |   收藏  |  浏览/下载:12/5  |  提交时间:2024/08/09 Bilevel decomposition evolutionary algorithm many-objective optimisation multi-objective optimisation |
| Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1819-1835 作者: Kangjia Qiao; Jing Liang ; Kunjie Yu; Xuanxuan Ban; Caitong Yue; Boyang Qu; Ponnuthurai Nagaratnam Suganthan
Adobe PDF(2750Kb)  |   收藏  |  浏览/下载:34/13  |  提交时间:2024/07/16 Constrained multi-objective optimization (CMOPs) evolutionary multitasking knowledge transfer single constraint |
| 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:65/26  |  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:73/23  |  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 |
| Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence 期刊论文 Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144 作者: Guo-Yin Wang; Dong-Dong Cheng; De-You Xia; Hai-Huan Jiang
Adobe PDF(2487Kb)  |   收藏  |  浏览/下载:59/16  |  提交时间:2024/04/23 Swarm intelligence single-population multi-population human-machine hybrid multi-granularity |
| 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:55/11  |  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 |
| Evolutionary Computation for Expensive Optimization: A Survey 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 3-23 作者: Jian-Yu Li; Zhi-Hui Zhan; Jun Zhang
Adobe PDF(951Kb)  |   收藏  |  浏览/下载:51/7  |  提交时间:2024/04/23 Expensive optimization problem evolutionary computation evolutionary algorithm swarm intelligence particle swarm optimization differential evolution |
| 面向复杂物流配送场景的车辆路径规划多任务辅助进化算法 期刊论文 自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 544-559 作者: 李坚强; 蔡俊创; 孙涛; 朱庆灵; 林秋镇
Adobe PDF(1767Kb)  |   收藏  |  浏览/下载:95/32  |  提交时间:2024/04/10 车辆路径规划问题 时间窗约束 同时取送货 进化算法 迁移优化 |
| 模糊认知图学习算法及应用综述 期刊论文 自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 450-474 作者: 刘晓倩; 张英俊; 秦家虎; 李卓凡; 梁伟玲; 李宗溪
Adobe PDF(7856Kb)  |   收藏  |  浏览/下载:110/39  |  提交时间:2024/04/10 模糊认知图 学习范式 因果推理 软计算 复杂系统建模 |
| 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:93/38  |  提交时间:2024/03/18 Constrained multi-objective optimization deep Q-learning deep reinforcement learning (DRL) evolutionary algorithms evolutionary operator selection |