Dynamic maintenance scheduling approach under uncertainty: Comparison between reinforcement learning, genetic algorithm simheuristic, dispatching rules.
Marcelo Luis Ruiz RodríguezSylvain KublerJérémy RobertYves Le TraonPublished in: Expert Syst. Appl. (2024)
Keyphrases
- genetic algorithm
- reinforcement learning
- scheduling problem
- learning classifier systems
- flexible manufacturing systems
- production scheduling
- preventive maintenance
- uncertain information
- job shop scheduling problem
- association rules
- scheduling algorithm
- learning process
- multi objective
- function approximation
- particle swarm optimization
- possibility theory
- markov decision processes
- learning algorithm
- continuously changing
- job shop
- resource constraints
- genetic algorithm ga
- decision rules
- optimal policy
- dynamic programming
- evolutionary algorithm
- decision making