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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
收藏
  |  
浏览/下载:25/0
  |  
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
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
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  |  
浏览/下载:16/0
  |  
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
A Hyperheuristic With Q-Learning for the Multiobjective Energy-Efficient Distributed Blocking Flow Shop Scheduling Problem
期刊论文
IEEE Transactions on Cybernetics, 2022, 页码: 1-14
作者:
Zhao, Fuqing
;
Di, Shilu
;
Wang, Ling
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  |  
浏览/下载:13/0
  |  
提交时间:2022/09/22
Carbon
Energy efficiency
Heuristic algorithms
Job shop scheduling
Machine shop practice
Planning
>
$Q$
-learning
Blocking flow shops
Distributed blocking flow shop scheduling
Energy-consumption
Flow-shop scheduling
Heuristics algorithm
Hyper-heuristics
Index
Job-Shop scheduling
Optimisations
Production facility
Q-learning
Total energy
Total energy consumption
Total tardiness
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A Self-Learning Discrete Jaya Algorithm for Multiobjective Energy-Efficient Distributed No-Idle Flow-Shop Scheduling Problem in Heterogeneous Factory System
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021
作者:
Zhao, Fuqing
;
Ma, Ru
;
Wang, Ling
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/03/01
Production facilities
Job shop scheduling
Optimization
Energy consumption
Search problems
Load management
Sustainable development
Energy-efficient distributed no-idle flow-shop scheduling problem (FSP)
energy-saving strategy
heterogeneous factory system
Jaya algorithm
self-learning operation selection strategy (SLOS)
Intelligent decision-making of scheduling for dynamic permutation flowshop via deep reinforcement learning
期刊论文
Sensors (Switzerland), 2021, 卷号: 21, 期号: 3, 页码: 1-20
作者:
Yang SL(杨圣落)
;
Xu ZG(徐志刚)
;
Wang JY(王军义)
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  |  
浏览/下载:14/0
  |  
提交时间:2021/02/14
permutation flowshop scheduling problem
deep reinforcement learning
actor-critic
dynamic scheduling
real-time scheduling
new job arrival
tardiness cost
Intelligent Scheduling for Permutation Flow Shop with Dynamic Job Arrival via Deep Reinforcement Learning
会议论文
Chongqing, China, March 12-14, 2021
作者:
Yang SL(杨圣落)
;
Xu ZG(徐志刚)
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  |  
浏览/下载:10/0
  |  
提交时间:2021/05/10
dynamic scheduling
deep reinforcement learning
PFSP
deep Q network (DQN)
intelligent scheduling
dynamic job arrival
Intelligent scheduling and reconfiguration via deep reinforcement learning in smart manufacturing
期刊论文
International Journal of Production Research, 2021, 页码: 1-18
作者:
Yang SL(杨圣落)
;
Xu ZG(徐志刚)
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/08/03
Deep reinforcement learning
dynamic scheduling and reconfiguration
A2C
reconfigurable manufacturing system (RMS)
intelligent scheduling
dynamic job arrival
The distributed assembly permutation flowshop scheduling problem with flexible assembly and batch delivery
期刊论文
International Journal of Production Research, 2021, 卷号: 59, 期号: 13, 页码: 4053-4071
作者:
Yang SL(杨圣落)
;
Xu ZG(徐志刚)
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2020/05/24
scheduling
distributed assembly flowshop
variable neighbourhood descent
iterated greedy
batch delivery
flexible assembly
Multi-objective optimisation in flexible assembly job shop scheduling using a distributed ant colony system
期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2020, 卷号: 283, 期号: 2, 页码: 441-460
作者:
Zhang, Sicheng
;
Li, Xiang
;
Zhang, Bowen
;
Wang, Shouyang
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  |  
浏览/下载:12/0
  |  
提交时间:2020/05/24
Scheduling
Flexible assembly job shop scheduling
Multi-objective optimisation
Meta-heuristics
Ant colony optimisation
A hybrid discrete water wave optimization algorithm for the no-idle flowshop scheduling problem with total tardiness criterion
期刊论文
Expert Systems with Applications, 2020, 卷号: 146
作者:
Zhao, Fuqing
;
Zhang, Lixin
;
Zhang, Yi
;
Ma, Weimin
;
Zhang, Chuck
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  |  
浏览/下载:7/0
  |  
提交时间:2020/11/14
Scheduling
Water waves
Effectiveness and efficiencies
Exploration and exploitation
Flow shop scheduling problem
Manufacturing industries
Optimization algorithms
State-of-the-art algorithms
Total tardiness
Variable neighborhood search
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