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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：224/153  |  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：55/15  |  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：7/2  |  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：165/46  |  提交时间：2021/04/09
Automated manufacturing systems  deadlocks  discrete event system  mixed-integer programming (MIP)  Petri nets (PN)  siphons  
A Hybrid MIP & x2013;CP Approach to Multistage Scheduling Problem in Continuous Casting and Hot-Rolling Processes 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2019, 卷号: 16, 期号: 4, 页码: 1860-1869
作者:  Tan, Yuanyuan;  Zhou, MengChu;  Wang, Yingying;  Guo, Xiwang;  Qi, Liang
收藏  |  浏览/下载：180/0  |  提交时间：2020/03/30
Slabs  Job shop scheduling  Furnaces  Steel  Heating systems  Continuous casting (CC)  hot rolling (HR)  hybrid algorithm  hybrid system  reheating furnace  scheduling  
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：283/73  |  提交时间：2019/09/25
Construction And Improvement  Cutting And Packing  Fabric Spreading And Cutting  Heuristic Algorithm  
Feature Selection Based on Structured Sparsity: A Comprehensive Study 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1490-1507
作者:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
浏览  |  Adobe PDF(3835Kb)  |  收藏  |  浏览/下载：549/268  |  提交时间：2017/09/12
Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity  
Timed event graph-based cyclic reconfigurable flow shop modelling and optimization 期刊论文
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2007, 卷号: 45, 期号: 1, 页码: 143-156
作者:  Ren, S. C.;  Xu, D.;  Wang, F.;  Tan, M.
浏览  |  Adobe PDF(203Kb)  |  收藏  |  浏览/下载：228/67  |  提交时间：2015/11/08
Reconfigurable Manufacturing System  Configuration  Module  Flow Shop  Timed Event Graph  Modelling  
Two-stage method for synthesizing liveness-enforcing supervisors for flexible manufacturing systems using Petri nets 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2006, 卷号: 2, 期号: 4, 页码: 313-325
作者:  Li, ZhiWu;  Zhou, MengChu
收藏  |  浏览/下载：158/0  |  提交时间：2015/11/07
Deadlock Prevention  Elementary Siphon  Flexible  Manufacturing System  Petri Net  Siphon