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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：222/152  |  提交时间：2024/01/02
Branch-and-bound (B&B)  combinatorial optimization  deep learning  graph neural network  imitation learning  
MPC-Based Change Management of Supply Chain Under Disruption Risks: The Case of Battery Industry 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1896-1898
作者:  Yi Yang;  Chen Peng
Adobe PDF(1339Kb)  |  收藏  |  浏览/下载：54/14  |  提交时间：2023/08/10
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：6/2  |  提交时间：2024/04/23
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization  
Decentralized Control of Multiagent Navigation Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 922-925
作者:  Boyang Zhang;  Henri P. Gavin
Adobe PDF(13400Kb)  |  收藏  |  浏览/下载：122/32  |  提交时间：2022/04/24
Computation of an Emptiable Minimal Siphon in a Subclass of Petri Nets Using Mixed-Integer Programming 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 219-226
作者:  Shouguang Wang;  Wenli Duo;  Xin Guo;  Xiaoning Jiang;  Dan You;  Kamel Barkaoui;  MengChu Zhou
Adobe PDF(1617Kb)  |  收藏  |  浏览/下载：164/46  |  提交时间：2021/04/09
Automated manufacturing systems  deadlocks  discrete event system  mixed-integer programming (MIP)  Petri nets (PN)  siphons  
A Heuristic Algorithm for the Fabric Spreading and Cutting Problem in Apparel Factories 期刊论文
IEEE/CAA JOURNAL OF AUTOMATICA SINICA, 2019, 卷号: 6, 期号: 4, 页码: 961-968
作者:  Shang XQ(商秀芹);  Shen DY(沈大勇);  Wang FY(王飞跃);  Timo R. Nyberg
浏览  |  Adobe PDF(815Kb)  |  收藏  |  浏览/下载：280/72  |  提交时间：2019/09/25
Construction And Improvement  Cutting And Packing  Fabric Spreading And Cutting  Heuristic Algorithm