Integration of Deep Reinforcement Learning and Discrete-Event Simulation for Real-Time Scheduling of a Flexible Job Shop Production

2020 ◽  
Author(s):  
Sebastian Lang ◽  
Fabian Behrendt ◽  
Nico Lanzerath ◽  
Tobias Reggelin ◽  
Marcel Muller
Keyword(s):  
Reinforcement Learning ◽  
Real Time ◽  
Discrete Event Simulation ◽  
Job Shop ◽  
Discrete Event ◽  
Flexible Job Shop ◽  
Real Time Scheduling ◽  
Event Simulation ◽  
Time Scheduling

Real-time scheduling of multi-stage flexible job shop floor

2011 ◽  
Vol 49 (12) ◽  
pp. 3715-3730 ◽  
Author(s):  
Myoungsoo Ham ◽  
Young Hoon Lee ◽  
Sun Hoon Kim
Keyword(s):  
Real Time ◽  
Job Shop ◽  
Shop Floor ◽  
Flexible Job Shop ◽  
Real Time Scheduling ◽  
Multi Stage ◽  
Time Scheduling

scholarly journals Implementing ManPy, a Semantic-free Open-source Discrete Event Simulation Package, in a Job Shop

Procedia CIRP ◽  
2014 ◽  
Vol 25 ◽  
pp. 253-260 ◽  
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
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