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| 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：21/6 | 提交时间：2024/03/18
Constrained multi-objective optimization deep Q-learning deep reinforcement learning (DRL) evolutionary algorithms evolutionary operator selection |
| 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：355/235 | 提交时间：2023/01/03
Control parameters differential Evolution metaheuristic algorithms mutation operator |
| A Length-Adaptive Non-Dominated Sorting Genetic Algorithm for Bi-Objective High-Dimensional Feature Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1834-1844
作者: Yanlu Gong; Junhai Zhou; Quanwang Wu; MengChu Zhou; Junhao Wen
Adobe PDF(1308Kb) | 收藏 | 浏览/下载：74/39 | 提交时间：2023/08/10
Bi-objective optimization feature selection (FS) genetic algorithm high-dimensional data length-adaptive |
| Can Digital Intelligence and Cyber-Physical-Social Systems Achieve Global Food Security and Sustainability? 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2070-2080
作者: Yanfen Wang; Mengzhen Kang ; Yali Liu; Juanjuan Li; Kai Xue; Xiujuan Wang; Jianqing Du; Yonglin Tian; Qinghua Ni; Fei-Yue Wang
Adobe PDF(9632Kb) | 收藏 | 浏览/下载：183/107 | 提交时间：2023/09/22
Carbon-water balance decision-support digital intelligence (DI) foundation models planning |
| Self-adaptive Bat Algorithm With Genetic Operations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1284-1294
作者: Jing Bi; Haitao Yuan; Jiahui Zhai; MengChu Zhou; H. Vincent Poor
Adobe PDF(1916Kb) | 收藏 | 浏览/下载：192/36 | 提交时间：2022/06/27
Bat algorithm (BA) genetic algorithm (GA) hybrid algorithm learning mechanism meta-heuristic optimization algorithms |
| A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1627-1643
作者: Jun Tang; Gang Liu; Qingtao Pan
Adobe PDF(5712Kb) | 收藏 | 浏览/下载：106/24 | 提交时间：2021/09/03
Ant colony optimization (ACO) artificial bee colony (ABC) artificial fish swarm (AFS) bacterial foraging optimization (BFO) optimization particle swarm optimization (PSO) swarm intelligence |
| Predicting Lung Cancers Using Epidemiological Data: A Generative-Discriminative Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1067-1078
作者: Jinpeng Li; Yaling Tao; Ting Cai
Adobe PDF(915Kb) | 收藏 | 浏览/下载：113/18 | 提交时间：2021/04/09
Cancer prevention discriminative model generative model lung cancer machine learning |
| Towards a Theoretical Framework of Autonomous Systems Underpinned by Intelligence and Systems Sciences 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 52-63
作者: Yingxu Wang; Ming Hou; Konstantinos N. Plataniotis; Sam Kwong; Henry Leung; Edward Tunstel; Imre J. Rudas; Ljiljana Trajkovic
Adobe PDF(18494Kb) | 收藏 | 浏览/下载：148/26 | 提交时间：2021/04/09
Autonomous systems (AS) cognitive systems computational intelligence engineering paradigms intelligence science intelligent mathematics |
| Networked Control Systems: A Survey of Trends and Techniques 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 1-17
作者: Xian-Ming Zhang; Qing-Long Han; Xiaohua Ge; Derui Ding; Lei Ding; Dong Yue; Chen Peng
 浏览 | Adobe PDF(2099Kb) | 收藏 | 浏览/下载：174/30 | 提交时间：2021/03/11
Event-triggered control networked control systems quantization control sampled-data control security control |
| A Hyper-Heuristic Framework for Lifetime Maximization in Wireless Sensor Networks With A Mobile Sink 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 223-236
作者: Jinghui Zhong; Zhixing Huang; Liang Feng; Wan Du; Ying Li
浏览 | Adobe PDF(4887Kb) | 收藏 | 浏览/下载：192/33 | 提交时间：2021/03/11
Genetic programming hyper-heuristics static and dynamic networks wireless sensor networks (WSNs) |
