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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
Authors:  Wenxuan Guo;  Hui-Ling Zhen;  Xijun Li;  Wanqian Luo;  Mingxuan Yuan;  Yaohui Jin;  Junchi Yan
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Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization  
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
Authors:  Rui Wang;  Zhiming Zhou;  Kaiwen Li;  Tao Zhang;  Ling Wang;  Xin Xu;  Xiangke Liao
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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
Authors:  Yi Yang;  Chen Peng
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基于深度强化学习的高铁列车运行调整方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  王银
Adobe PDF(3006Kb)  |  Favorite  |  View/Download:203/7  |  Submit date:2022/06/16
高速铁路  智能调度  列车运行调整  列车运行图  强化学习  
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
Authors:  Boyang Zhang;  Henri P. Gavin
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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
Authors:  Shouguang Wang;  Wenli Duo;  Xin Guo;  Xiaoning Jiang;  Dan You;  Kamel Barkaoui;  MengChu Zhou
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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
Authors:  Tan, Yuanyuan;  Zhou, MengChu;  Wang, Yingying;  Guo, Xiwang;  Qi, Liang
Favorite  |  View/Download:201/0  |  Submit date:2020/03/30
Slabs  Job shop scheduling  Furnaces  Steel  Heating systems  Continuous casting (CC)  hot rolling (HR)  hybrid algorithm  hybrid system  reheating furnace  scheduling  
Extremely Low Bit Neural Network: Squeeze the Last Bit Out with ADMM 会议论文
, 美国新奥尔良, 2018年2月2-8日
Authors:  Cong,Leng;  Zesheng,Dou;  Hao,Li;  Shenghuo,Zhu;  Rong,Jin
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Admm  Low-bits  
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
Authors:  Shang XQ(商秀芹);  Shen DY(沈大勇);  Wang FY(王飞跃);  Timo R. Nyberg
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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
Authors:  Gui, Jie;  Sun, Zhenan;  Ji, Shuiwang;  Tao, Dacheng;  Tan, Tieniu
View  |  Adobe PDF(3835Kb)  |  Favorite  |  View/Download:569/272  |  Submit date:2017/09/12
Dimensionality Reduction  Feature Selection  Sparse  Structured Sparsity