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Machine Learning Methods in Solving the Boolean Satisfiability Problem 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 640-655
作者:  Wenxuan Guo;  Hui-Ling Zhen;  Xijun Li;  Wanqian Luo;  Mingxuan Yuan;  Yaohui Jin;  Junchi Yan
Adobe PDF(1518Kb)  |  收藏  |  浏览/下载：8/3  |  提交时间：2024/04/23
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization  
Knowledge Mining: A Cross-disciplinary Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 89-114
作者:  Yong Rui;  Vicente Ivan Sanchez Carmona;  Mohsen Pourvali;  Yun Xing;  Wei-Wen Yi;  Hui-Bin Ruan;  Yu Zhang
Adobe PDF(1635Kb)  |  收藏  |  浏览/下载：6/1  |  提交时间：2024/04/23
Knowledge mining  knowledge extraction  information extraction  association rule  interpretability  
Continuous-time Distributed Heavy-ball Algorithm for Distributed Convex Optimization over Undirected and Directed Graphs 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 75-88
作者:  Hao-Ran Yang;  Wei Ni
Adobe PDF(1378Kb)  |  收藏  |  浏览/下载：6/1  |  提交时间：2024/04/23
Distributed convex optimization  second-order distributed algorithm  multi-agent systems  gradient tracking  directed graph  
基于有向图的分布式连续时间非光滑耦合约束凸优化分析 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 66-75
作者:  刘奕葶;  马铭莙;  付俊
Adobe PDF(1411Kb)  |  收藏  |  浏览/下载：9/4  |  提交时间：2024/04/12
多智能体网络  分布式优化  加权平衡有向图  耦合不等式约束  
Virtual Power Plants for Grid Resilience: A Concise Overview of Research and Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 329-343
作者:  Yijing Xie;  Yichen Zhang;  Wei-Jen Lee;  Zongli Lin;  Yacov A. Shamash
Adobe PDF(798Kb)  |  收藏  |  浏览/下载：50/20  |  提交时间：2024/01/23
Climate change  renewable energy resources  resilience  smart grids  virtual power plants (VPPs)  
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：244/160  |  提交时间：2024/01/02
Feature matching  graph cut  outlier filtering  topology preserving  
Distributed Adaptive Resource Allocation: An Uncertain Saddle-Point Dynamics Viewpoint 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2209-2221
作者:  Dongdong Yue;  Simone Baldi;  Jinde Cao;  Qi Li;  Bart De Schutter
Adobe PDF(5043Kb)  |  收藏  |  浏览/下载：46/8  |  提交时间：2023/10/31
Adaptive systems  directed graphs  resource allocation  saddle-point dynamics  
Containment-Based Multiple PCC Voltage Regulation Strategy for Communication Link and Sensor Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2045-2055
作者:  Meina Zhai;  Qiuye Sun;  Rui Wang;  Huaguang Zhang
Adobe PDF(2037Kb)  |  收藏  |  浏览/下载：63/26  |  提交时间：2023/09/22
Communication link faults  directed graph  fully distributed control  voltage regulation control  
Dynamic Event-Triggered Fixed-Time Consensus Control and Its Applications to Magnetic Map Construction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 2000-2013
作者:  Jiayu Chai;  Qiang Lu;  Xudong Tao;  Dongliang Peng;  Botao Zhang
Adobe PDF(5376Kb)  |  收藏  |  浏览/下载：94/33  |  提交时间：2023/09/07
Dynamic event-triggered rule  fixed-time consensus control  fixed-time stability condition  magnetic map construction  multi-agent system  
Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
作者:  Hu Fenyu;  Cui Zeyu;  Wu Shu;  Liu Qiang;  Wu Jinlin;  Wang Liang;  Tan Tieniu
Adobe PDF(69424Kb)  |  收藏  |  浏览/下载：176/67  |  提交时间：2023/07/06