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| Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801
作者: Sheng Qi; Rui Wang ; Tao Zhang; Weixiong Huang; Fan Yu; Ling Wang
 Adobe PDF(2019Kb) |  收藏 | 浏览/下载：14/8 | 提交时间：2024/07/16
Evolutionary algorithms pattern mining sparse large-scale multi-objective problems (SLMOPs) sparse large-scale optimization |
| A Multi-AGV Routing Planning Method Based on Deep Reinforcement Learning and Recurrent Neural Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1720-1722
作者: Yishuai Lin; Gang Hu; Liang Wang; Qingshan Li; Jiawei Zhu
Adobe PDF(2948Kb) | 收藏 | 浏览/下载：57/22 | 提交时间：2024/06/07 |
| State-Based Opacity Verification of Networked Discrete Event Systems Using Labeled Petri Nets 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1274-1291
作者: Yifan Dong; Naiqi Wu; Zhiwu Li
Adobe PDF(7338Kb) | 收藏 | 浏览/下载：87/31 | 提交时间：2024/04/10
Labeled Petri net multi-valued decision diagram networked discrete event system state-based opacity |
| Computational Experiments for Complex Social Systems: Integrated Design of Experiment System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1175-1189
作者: Xiao Xue; Xiangning Yu; Deyu Zhou; Xiao Wang; Chongke Bi; Shufang Wang; Fei-Yue Wang
Adobe PDF(11890Kb) | 收藏 | 浏览/下载：68/8 | 提交时间：2024/04/10
Artificial society computational experiments model integration operation engine technology integration |
| 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：56/11 | 提交时间：2024/04/10
Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang
Adobe PDF(1275Kb) | 收藏 | 浏览/下载：71/25 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| Control Strategies for Digital Twin Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 170-180
作者: Guo-Ping Liu
Adobe PDF(1689Kb) | 收藏 | 浏览/下载：220/126 | 提交时间：2024/01/02
Digital twin control systems fault tolerant control model tracking performance prediction performance retention |
| Learning to Branch in Combinatorial Optimization With Graph Pointer Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 157-169
作者: Rui Wang; Zhiming Zhou; Kaiwen Li; Tao Zhang; Ling Wang; Xin Xu; Xiangke Liao
Adobe PDF(1841Kb) | 收藏 | 浏览/下载：296/182 | 提交时间：2024/01/02
Branch-and-bound (B&B) combinatorial optimization deep learning graph neural network imitation learning |
| Knowledge Transfer Learning via Dual Density Sampling for Resource-Limited Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2269-2291
作者: Zefeng Zheng; Luyao Teng; Wei Zhang; Naiqi Wu; Shaohua Teng
Adobe PDF(15412Kb) | 收藏 | 浏览/下载：149/28 | 提交时间：2023/10/31
Cross-domain risk dual density sampling intra-domain risk maximum mean discrepancy knowledge transfer learning resource-limited domain adaptation |
| GenAI4Sustainability: GPT and Its Potentials For Achieving UN’s Sustainable Development Goals 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2179-2182
作者: Rui Wang; Chaojie Li; Xiangyu Li; Rong Deng; Zhaoyang Dong
Adobe PDF(2390Kb) | 收藏 | 浏览/下载：53/20 | 提交时间：2023/10/31 |
