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| Feature Matching via Topology-Aware Graph Interaction Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 113-130
作者: Yifan Lu; Jiayi Ma; Xiaoguang Mei; Jun Huang; Xiao-Ping Zhang
 Adobe PDF(26799Kb) |  收藏 | 浏览/下载：247/161 | 提交时间：2024/01/02
Feature matching graph cut outlier filtering topology preserving |
| 面向复杂物流配送场景的车辆路径规划多任务辅助进化算法 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 544-559
作者: 李坚强; 蔡俊创; 孙涛; 朱庆灵; 林秋镇
Adobe PDF(1767Kb) | 收藏 | 浏览/下载：22/7 | 提交时间：2024/04/10
车辆路径规划问题 时间窗约束 同时取送货 进化算法 迁移优化 |
| 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：9/3 | 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：38/13 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| Multi-UAVs Collaborative Path Planning in the Cramped Environment 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 529-538
作者: Siyuan Feng; Linzhi Zeng; Jining Liu; Yi Yang; Wenjie Song
Adobe PDF(37781Kb) | 收藏 | 浏览/下载：65/17 | 提交时间：2024/01/23
Collision avoidance conflict resolution multi-unmanned aerial vehicles (UAVs) system path planning |
| 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：232/153 | 提交时间：2024/01/02
Branch-and-bound (B&B) combinatorial optimization deep learning graph neural network imitation learning |
| A Game Theoretic Approach for a Minimal Secure Dominating Set 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2258-2268
作者: Xiuyang Chen; Changbing Tang; Zhao Zhang
Adobe PDF(1878Kb) | 收藏 | 浏览/下载：55/19 | 提交时间：2023/10/31
Algorithmic game theory multi-agent systems potential game secure dominating set |
| Optimizing Polynomial-Time Solutions to a Network Weighted Vertex Cover Game 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 512-523
作者: Jie Chen; Kaiyi Luo; Changbing Tang; Zhao Zhang; Xiang Li
Adobe PDF(6320Kb) | 收藏 | 浏览/下载：173/62 | 提交时间：2023/01/16
Game-based asynchronous algorithm (GAA) game optimization polynomial time strict Nash equilibrium (SNE) weighted vertex cover (WVC) |
| A Chaotic Local Search-Based Particle Swarm Optimizer for Large-Scale Complex Wind Farm Layout Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1168-1180
作者: Zhenyu Lei; Shangce Gao; Zhiming Zhang; Haichuan Yang; Haotian Li
Adobe PDF(4152Kb) | 收藏 | 浏览/下载：138/56 | 提交时间：2023/04/26
Chaotic local search (CLS) evolutionary computation genetic learning particle swarm optimization (PSO) wake effect wind farm layout optimization (WFLO) |
| GraphCA: Learning From Graph Counterfactual Augmentation for Knowledge Tracing 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2108-2123
作者: Xinhua Wang; Shasha Zhao; Lei Guo; Lei Zhu; Chaoran Cui; Liancheng Xu
Adobe PDF(1627Kb) | 收藏 | 浏览/下载：82/37 | 提交时间：2023/09/22
Contrastive learning counterfactual representation graph neural network knowledge tracing |
