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Deep Q-Network Model for Dynamic Job Shop Scheduling Pproblem Based on Discrete Event Simulation
2020 Winter Simulation Conference (WSC)
◽
10.1109/wsc48552.2020.9383986
◽
2020
◽
Author(s):
Yakup Turgut
◽
Cafer Erhan Bozdag
Keyword(s):
Discrete Event Simulation
◽
Network Model
◽
Job Shop
◽
Job Shop Scheduling
◽
Discrete Event
◽
Shop Scheduling
◽
Event Simulation
◽
Dynamic Job Shop
Download Full-text
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Local Search with Discrete Event Simulation for the Job Shop Scheduling Problem
Service Orientation in Holonic and Multi-Agent Manufacturing - Studies in Computational Intelligence
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10.1007/978-3-319-73751-5_28
◽
2018
◽
pp. 371-380
Author(s):
Hugo Zupan
◽
Janez Žerovnik
◽
Niko Herakovič
Keyword(s):
Local Search
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Discrete Event
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Job Shop Scheduling Problem
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Event Simulation
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SimEvents-based discrete-event simulation modelling and performance analysis for dynamic job-shop manufacturing system
International Journal of Advanced Operations Management
◽
10.1504/ijaom.2021.10039402
◽
2021
◽
Vol 13
(2)
◽
pp. 167
Author(s):
Rajesh Kumar
◽
Gunjan Soni
◽
Om Ji Shukla
Keyword(s):
Performance Analysis
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Discrete Event Simulation
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Manufacturing System
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Job Shop
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Discrete Event
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Simulation Modelling
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Event Simulation
◽
And Performance
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Dynamic Job Shop
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SimEvents-based discrete-event simulation modelling and performance analysis for dynamic job-shop manufacturing system
International Journal of Advanced Operations Management
◽
10.1504/ijaom.2021.116137
◽
2021
◽
Vol 13
(2)
◽
pp. 167
Author(s):
Om Ji Shukla
◽
Gunjan Soni
◽
Rajesh Kumar
Keyword(s):
Performance Analysis
◽
Discrete Event Simulation
◽
Manufacturing System
◽
Job Shop
◽
Discrete Event
◽
Simulation Modelling
◽
Event Simulation
◽
And Performance
◽
Dynamic Job Shop
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An improved deep reinforcement learning approach for the dynamic job shop scheduling problem with random job arrivals
Journal of Physics Conference Series
◽
10.1088/1742-6596/1848/1/012029
◽
2021
◽
Vol 1848
(1)
◽
pp. 012029
Author(s):
Bin Luo
◽
Sibao Wang
◽
Bo Yang
◽
Lili Yi
Keyword(s):
Reinforcement Learning
◽
Job Shop
◽
Job Shop Scheduling
◽
Learning Approach
◽
Scheduling Problem
◽
Job Shop Scheduling Problem
◽
Shop Scheduling
◽
Dynamic Job Shop
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Implementing ManPy, a Semantic-free Open-source Discrete Event Simulation Package, in a Job Shop
Procedia CIRP
◽
10.1016/j.procir.2014.10.036
◽
2014
◽
Vol 25
◽
pp. 253-260
◽
Cited By ~ 1
Author(s):
Oladipupo Olaitan
◽
John Geraghty
◽
Paul Young
◽
Georgios Dagkakis
◽
Cathal Heavey
◽
...
Keyword(s):
Open Source
◽
Discrete Event Simulation
◽
Job Shop
◽
Discrete Event
◽
Event Simulation
◽
Free Open Source
◽
Simulation Package
Download Full-text
Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling
IEEE Transactions on Cybernetics
◽
10.1109/tcyb.2014.2317488
◽
2015
◽
Vol 45
(1)
◽
pp. 1-14
◽
Cited By ~ 38
Author(s):
Su Nguyen
◽
Mengjie Zhang
◽
Mark Johnston
◽
Kay Chen Tan
Keyword(s):
Local Search
◽
Job Shop
◽
Job Shop Scheduling
◽
Iterated Local Search
◽
Automatic Programming
◽
Shop Scheduling
◽
Dynamic Job Shop
Download Full-text
Automatic Design of Dispatching Rules with Genetic Programming for Dynamic Job Shop Scheduling
IFIP Advances in Information and Communication Technology - Advances in Production Management Systems. The Path to Digital Transformation and Innovation of Production Management Systems
◽
10.1007/978-3-030-57993-7_45
◽
2020
◽
pp. 399-407
Author(s):
Salama Shady
◽
Toshiya Kaihara
◽
Nobutada Fujii
◽
Daisuke Kokuryo
Keyword(s):
Genetic Programming
◽
Job Shop
◽
Job Shop Scheduling
◽
Dispatching Rules
◽
Automatic Design
◽
Shop Scheduling
◽
Dynamic Job Shop
Download Full-text
Dynamic Job Shop Scheduling Using A Neural Network
Initiatives of Precision Engineering at the Beginning of a Millennium
◽
10.1007/0-306-47000-4_169
◽
2005
◽
pp. 862-866
Author(s):
Toru Eguchi
◽
Fuminori Oba
◽
Satoru Toyooka
Keyword(s):
Neural Network
◽
Job Shop
◽
Job Shop Scheduling
◽
Shop Scheduling
◽
Dynamic Job Shop
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Dynamic job-shop scheduling algorithm of the non-close-joining operations
Journal of Mechanical Engineering
◽
10.3901/jme.2008.01.155
◽
2008
◽
Vol 44
(01)
◽
pp. 155
◽
Cited By ~ 4
Author(s):
Zhiqiang XIE
Keyword(s):
Job Shop
◽
Job Shop Scheduling
◽
Scheduling Algorithm
◽
Shop Scheduling
◽
Dynamic Job Shop
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An improved particle swarm optimization algorithm for dynamic job shop scheduling problems with random job arrivals
Swarm and Evolutionary Computation
◽
10.1016/j.swevo.2019.100594
◽
2019
◽
Vol 51
◽
pp. 100594
◽
Cited By ~ 5
Author(s):
Zhen Wang
◽
Jihui Zhang
◽
Shengxiang Yang
Keyword(s):
Particle Swarm Optimization
◽
Optimization Algorithm
◽
Job Shop
◽
Particle Swarm Optimization Algorithm
◽
Job Shop Scheduling
◽
Scheduling Problems
◽
Swarm Optimization
◽
Improved Particle Swarm Optimization
◽
Shop Scheduling
◽
Dynamic Job Shop
Download Full-text
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