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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
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/01/02
Branch-and-bound (B&B)
combinatorial optimization
deep learning
graph neural network
imitation learning
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
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浏览/下载:0/0
  |  
提交时间:2023/09/25
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization
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
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  |  
浏览/下载:16/0
  |  
提交时间:2023/01/16
Game-based asynchronous algorithm (GAA)
game optimization
polynomial time
strict Nash equilibrium (SNE)
weighted vertex cover (WVC)
Evolution of Controllers Under a Generalized Structure Encoding/Decoding Scheme With Application to Magnetic Levitation System
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 卷号: 69, 期号: 9, 页码: 9655-9666
作者:
Xin, Bin
;
Wang, Yipeng
;
Xue, Wenchao
;
Cai, Tao
;
Fan, Zhun
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  |  
浏览/下载:24/0
  |  
提交时间:2022/06/21
Optimization
Design methodology
Control systems
Tuning
Magnetic levitation
Signal processing
Periodic structures
Automatic design of controllers
disturbance-rejection
intelligent optimization algorithms
magnetic levitation system (MLS)
mixed-variable optimization
A low-cost communication security scheme of UAV based on multi-round reverse auction model
期刊论文
Pervasive and Mobile Computing, 2022, 卷号: 85
作者:
Xue, Jianbin
;
Zhang, Han
;
Hu, Qingchun
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  |  
浏览/下载:15/0
  |  
提交时间:2022/08/09
Combinatorial optimization
Cost functions
Cost reduction
Jamming
Mobile edge computing
Security systems
Communications security
Data offloading
Jamming
Low-costs
Reverse auction
Security performance
UAV communication
User groups
Wireless communication links
Wireless communications
Approximation algorithms for solving the line-capacitated minimum Steiner tree problem
期刊论文
JOURNAL OF GLOBAL OPTIMIZATION, 2022, 页码: 28
作者:
Li, Jianping
;
Wang, Wencheng
;
Lichen, Junran
;
Liu, Suding
;
Pan, Pengxiang
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  |  
浏览/下载:7/0
  |  
提交时间:2023/02/07
Combinatorial optimization
Locations of lines
Line-capacitated Steiner trees
Approximation algorithms
Exact algorithms
An estimation of distribution algorithm with multiple intensification strategies for two-stage hybrid flow-shop scheduling problem with sequence-dependent setup time
期刊论文
APPLIED INTELLIGENCE, 2022
作者:
Liu, Huan
;
Zhao, Fuqing
;
Wang, Ling
;
Cao, Jie
;
Tang, Jianxin
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  |  
浏览/下载:12/0
  |  
提交时间:2022/07/19
Hybrid flow-shop scheduling problem
Sequence-dependent setup time
Estimation of distribution algorithm
Local search
An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1115-1138
作者:
Bingjie Li
;
Guohua Wu
;
Yongming He
;
Mingfeng Fan
;
Witold Pedrycz
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  |  
浏览/下载:11/0
  |  
提交时间:2022/06/27
End-to-end approaches
learning-based optimization (LBO) algorithms
reinforcement learning
step-by-step approaches
vehicle routing problem (VRP)
Deep Momentum Uncertainty Hashing
期刊论文
Pattern Recognition, 2022, 卷号: 122, 页码: 108264
作者:
Fu, Chaoyou
;
Wang, Guoli
;
Wu, Xiang
;
Zhang, Qian
;
He, Ran
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  |  
浏览/下载:13/0
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提交时间:2022/06/15
Combinatorial optimization
Deep hashing
Uncertainty
Integrated Design of Splicing Primary Mirror Segment Assembly Based on Combinatorial Optimization Algorithm
期刊论文
Guangzi Xuebao/Acta Photonica Sinica, 2022, 卷号: 51, 期号: 4, 页码: 285-294
作者:
Y. Du
;
Y. Gao
;
B. Xu
;
C. Zhang and Y. Kuang
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  |  
浏览/下载:2/0
  |  
提交时间:2023/06/14
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