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模型辅助的计算费时进化高维多目标优化 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 4, 页码: 1119-1128
Authors:  孙超利;  李贞;  金耀初
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高维多目标优化  代理模型  计算费时问题  填充准则  
Deep Industrial Image Anomaly Detection: A Survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 104-135
Authors:  Jiaqi Liu;  Guoyang Xie;  Jinbao Wang;  Shangnian Li;  Chengjie Wang;  Feng Zheng;  Yaochu Jin
Adobe PDF(3376Kb)  |  Favorite  |  View/Download:29/4  |  Submit date:2024/04/23
Image anomaly detection, defect detection, industrial manufacturing, deep learning, computer vision  
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
Authors:  Fei Ming;  Wenyin Gong;  Ling Wang;  Yaochu Jin
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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
Authors:  Fei Ming;  Wenyin Gong;  Yaochu Jin
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Constrained multi-objective optimization  even search  evolutionary algorithms  promising region  real-world problems  
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
Authors:  Ye Tian;  Haowen Chen;  Haiping Ma;  Xingyi Zhang;  Kay Chen Tan;  Yaochu Jin
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Conjugate gradient  differential evolution  evolutionary computation  large-scale multi-objective optimization  mathematical programming  
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
Authors:  Yicun Hua;  Qiqi Liu;  Kuangrong Hao;  Yaochu Jin
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Evolutionary algorithm  machine learning  multi-objective optimization problems (MOPs)  irregular Pareto fronts