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| Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038 作者: Xiao Xue; Deyu Zhou; Xiangning Yu; Gang Wang; Juanjuan Li; Xia Xie; Lizhen Cui; Fei-Yue Wang Adobe PDF(7239Kb)  |  收藏  |  浏览/下载:28/7  |  提交时间:2024/03/18 Agent-based modeling computational experiments cyber-physical-social systems (CPSS) generative deduction generative experiments meta model |
| 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:23/7  |  提交时间:2024/03/18 Constrained multi-objective optimization deep Q-learning deep reinforcement learning (DRL) evolutionary algorithms evolutionary operator selection |
| Unsupervised Multi-Expert Learning Model for Underwater Image Enhancement 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 708-722 作者: Hongmin Liu; Qi Zhang; Yufan Hu; Hui Zeng; Bin Fan Adobe PDF(59664Kb)  |  收藏  |  浏览/下载:38/12  |  提交时间:2024/02/19 Multi-expert learning underwater image enhancement unsupervised learning |
| A Self-Adapting and Efficient Dandelion Algorithm and Its Application to Feature Selection for Credit Card Fraud Detection 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 377-390 作者: Honghao Zhu; MengChu Zhou; Yu Xie; Aiiad Albeshri Adobe PDF(2674Kb)  |  收藏  |  浏览/下载:38/16  |  提交时间:2024/01/23 Credit card fraud detection (CCFD) dandelion algorithm (DA) feature selection normal sowing operator |
| Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 135-158 作者: Shubham Gupta; Shitu Singh; Rong Su; Shangce Gao; Jagdish Chand Bansal Adobe PDF(3042Kb)  |  收藏  |  浏览/下载:363/237  |  提交时间:2023/01/03 Control parameters differential Evolution metaheuristic algorithms mutation operator |
| 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:90/45  |  提交时间:2023/06/14 Coevolution ${\bm{\epsilon}}$-dominance generalized multimodal multi-objective optimization (MMO) local convergence two archives |
| 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:275/93  |  提交时间:2023/03/22 Evolutionary computation fast clustering sparse multi-objective optimization super-large-scale optimization |
| 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:75/33  |  提交时间:2023/09/07 Constrained multi-objective optimization evolutionary multitasking (EMT) global auxiliary task knowledge transfer local auxiliary task |
| Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406 作者: Fanghui Bi; Xin Luo; Bo Shen; Hongli Dong; Zidong Wang Adobe PDF(2741Kb)  |  收藏  |  浏览/下载:123/48  |  提交时间:2023/05/29 Data science high-dimensional and incomplete data knowledge acquisition industrial application nonnegative latent factor analysis (NLFA) proximal alternating direction method of multipliers representation learning |
| 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:122/53  |  提交时间:2023/04/26 Environmental selection line complex many-objective optimization problems (MaOPs) Plücker coordinate |