Reinforcement learning and stochastic dynamic programming for jointly scheduling jobs and preventive maintenance on a single machine to minimise earliness-tardiness.
Abderrazzak SabriHamid AllaouiOmar SouissiPublished in: Int. J. Prod. Res. (2024)
Keyphrases
- single machine
- earliness tardiness
- scheduling jobs
- scheduling problem
- reinforcement learning
- processing times
- dynamic programming
- release dates
- flowshop
- parallel machines
- np hard
- optimal policy
- single machine scheduling problem
- tabu search
- precedence constraints
- state space
- markov decision processes
- evolutionary algorithm
- competitive ratio
- genetic algorithm
- linear programming
- identical machines