Deep Reinforcement Learning for Multiobjective Scheduling in Industry 5.0 Reconfigurable Manufacturing Systems.
Madani BezouiAbdelfatah KermaliAhcène BounceurSaeed Mian QaisarAbdulaziz T. AlmaktoomPublished in: MLN (2023)
Keyphrases
- manufacturing systems
- multi objective
- flexible manufacturing systems
- reinforcement learning
- shop floor
- manufacturing environment
- manufacturing cell
- multiple objectives
- multiobjective optimization
- evolutionary algorithm
- petri net
- multi objective optimization
- complex systems
- manufacturing processes
- optimization algorithm
- objective function
- production scheduling
- quality control
- manufacturing process
- state space
- scheduling problem
- pareto optimal
- holonic manufacturing systems
- genetic algorithm
- learning algorithm
- production cost
- nsga ii
- job shop
- information systems
- artificial bee colony
- resource constraints
- simulated annealing
- assembly line
- multi agent
- cell formation
- real time