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Reinforcement Learning in Process Industries: Review and Perspective
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者:
Oguzhan Dogru
;
Junyao Xie
;
Om Prakash
;
Ranjith Chiplunkar
;
Jansen Soesanto
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/01/23
Process control
process systems engineering
reinforcement learning
Multi-Agent Reinforcement Learning for Extended Flexible Job Shop Scheduling
期刊论文
MACHINES, 2024, 卷号: 12, 期号: 1, 页码: 25
作者:
Peng, Shaoming
;
Xiong, Gang
;
Yang, Jing
;
Shen, Zhen
;
Tamir, Tariku Sinshaw
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  |  
浏览/下载:1/0
  |  
提交时间:2024/03/13
production planning and scheduling
multi-agent reinforcement learning
flexible job shop
path flexibility
technological flexibility
A High-Efficiency Side-Scan Sonar Simulator for High-Speed Seabed Mapping
期刊论文
Sensors, 2023, 卷号: 23, 期号: 6, 页码: 3083
作者:
Meng XJ(孟祥健)
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  |  
浏览/下载:9/0
  |  
提交时间:2023/07/13
Dependency-Aware Vehicular Task Scheduling Policy for Tracking Service VEC Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 3, 页码: 2400-2414
作者:
Li, Chao
;
Liu, Fagui
;
Wang, Bin
;
Chen, C. L. Philip
;
Tang, Xuhao
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  |  
浏览/下载:5/0
  |  
提交时间:2023/11/17
Task analysis
Intelligent vehicles
Optimization
Processor scheduling
Vehicle dynamics
Heuristic algorithms
Costs
Deep reinforcement learning (DRL)
scheduling policy
tracking service
vehicular edge computing (VEC)
Scheduling Dual-Arm Multi-Cluster Tools With Regulation of Post-Processing Time
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1730-1742
作者:
Qinghua Zhu
;
Bin Li
;
Yan Hou
;
Hongpeng Li
;
Naiqi Wu
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  |  
浏览/下载:12/0
  |  
提交时间:2023/07/20
Cluster tool
optimization
scheduling
Intelligent contracts: Making smart contracts smart for blockchain intelligence
期刊论文
COMPUTERS & ELECTRICAL ENGINEERING, 2022, 卷号: 104, 页码: 15
作者:
Ouyang, Liwei
;
Zhang, Wenwen
;
Wang, Fei-Yue
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  |  
浏览/下载:11/0
  |  
提交时间:2023/02/22
Blockchain
Smart contracts
Blockchain intelligence
Decentralized artificial intelligence
Real-Time Scheduling of Autonomous Mining Trucks via Flow Allocation-Accelerated Tabu Search
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 3, 页码: 466-479
作者:
Zhang, Xiaotong
;
Guo, Ao
;
Ai, Yunfeng
;
Tian, Bin
;
Chen, Long
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  |  
浏览/下载:16/0
  |  
提交时间:2022/11/28
Mathematical models
Fuels
Autonomous vehicles
Real-time systems
Dynamic scheduling
Load modeling
Transportation
Autonomous truck
heuristic algorithm
open-pit mine
real-time scheduling
A discrete learning fruit fly algorithm based on knowledge for the distributed no-wait flow shop scheduling with due windows
期刊论文
Expert Systems with Applications, 2022, 卷号: 198
作者:
Zhu, Ningning
;
Zhao, Fuqing
;
Wang, Ling
;
Ding, Ruiqing
;
Xu, Tianpeng
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  |  
浏览/下载:28/0
  |  
提交时间:2022/04/21
Fruits
Iterative methods
Job shop scheduling
Learning algorithms
Local search (optimization)
Machine shop practice
Manufacture
Distributed no-wait flow-shop
Due-window
Fruit fly optimization
Fruitflies
Knowledge model
No-wait flowshop
Optimisations
Probability knowledge model
Variable neighborhood descend
Variable neighbourhoods
A brain storm optimization algorithm with feature information knowledge and learning mechanism
期刊论文
APPLIED INTELLIGENCE, 2022
作者:
Zhao, Fuqing
;
Hu, Xiaotong
;
Wang, Ling
;
Xu, Tianpeng
;
Zhu, Ningning
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/07/19
Brain storm optimization
Feature information
Interactive learning
Search strategies
Flow shop scheduling problem
An effective water wave optimization algorithm with problem-specific knowledge for the distributed assembly blocking flow-shop scheduling problem
期刊论文
Knowledge-Based Systems, 2022, 卷号: 243
作者:
Zhao, Fuqing
;
Shao, Dongqu
;
Wang, Ling
;
Xu, Tianpeng
;
Zhu, Ningning
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/04/21
Benchmarking
Integer programming
Machine shop practice
Manufacture
Production control
Scheduling
Supply chains
Blocking flow shops
Distributed assembly
Flow shop scheduling problem
Mixed integer linear
Optimisations
Optimization algorithms
Performance
Problem-specific knowledge
Total tardiness
Water wave optimization
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