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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：33/12 | 提交时间：2024/05/22
Benchmark functions diversity measure evolutionary algorithms multimodal multiobjective optimization |
| 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：40/7 | 提交时间：2024/04/10
Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |
| 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：69/29 | 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：75/36 | 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：101/43 | 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：109/57 | 提交时间：2023/06/14
Coevolution ${\bm{\epsilon}}$-dominance generalized multimodal multi-objective optimization (MMO) local convergence two archives |
| What Does ChatGPT Say: The DAO from Algorithmic Intelligence to Linguistic Intelligence 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 575-579
作者: Fei-Yue Wang; Qinghai Miao; Xuan Li; Xingxia Wang; Yilun Lin
Adobe PDF(1298Kb) | 收藏 | 浏览/下载：321/90 | 提交时间：2023/03/02 |
| Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546
作者: Wentao Mao; Gangsheng Wang; Linlin Kou; Xihui Liang
Adobe PDF(25706Kb) | 收藏 | 浏览/下载：689/43 | 提交时间：2023/01/16
Anomaly detection domain adaptation domain-adversarial training one-class classification transfer learning |
| 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：231/71 | 提交时间：2023/01/16
Evolutionary algorithm multi-objective optimization Pareto optimization tourism route recommendation two-stage decomposition |
| Visuals to Text: A Comprehensive Review on Automatic Image Captioning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1339-1365
作者: Yue Ming; Nannan Hu; Chunxiao Fan; Fan Feng; Jiangwan Zhou; Hui Yu
Adobe PDF(56128Kb) | 收藏 | 浏览/下载：175/21 | 提交时间：2022/08/01
Artificial intelligence attention mechanism encoder-decoder framework image captioning multi-modal understanding training strategies |
