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浏览/检索结果:
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An End-to-End Deep Reinforcement Learning Based Modular Task Allocation Framework for Autonomous Mobile Systems
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, 页码: 15
作者:
Ma, Song
;
Ruan, Jingqing
;
Du, Yali
;
Bucknall, Richard
;
Liu, Yuanchang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/05/30
Deep reinforcement learning
task allocation
multi-agent planning
field robotics
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
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  |  
浏览/下载:6/0
  |  
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:25/0
  |  
提交时间:2023/01/16
Game-based asynchronous algorithm (GAA)
game optimization
polynomial time
strict Nash equilibrium (SNE)
weighted vertex cover (WVC)
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
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/04/23
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization
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
收藏
  |  
浏览/下载:26/0
  |  
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
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:17/0
  |  
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
收藏
  |  
浏览/下载:15/0
  |  
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
收藏
  |  
浏览/下载:14/0
  |  
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
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/06/15
Combinatorial optimization
Deep hashing
Uncertainty
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