Integrated Approach for Maintenance Planning and Scheduling in a Flow Shop Using Deep Reinforcement Learning.
Maria Grazia MarchesanoEleonora TortoraGuido GuizziSilvestro VespoliLiberatina Carmela SantilloPublished in: SoMeT (2023)
Keyphrases
- scheduling problem
- flowshop
- preventive maintenance
- reinforcement learning
- unrelated parallel machines
- sequence dependent setup times
- setup times
- maximum lateness
- single machine
- job shop
- processing times
- parallel machines
- flowshop scheduling
- special case
- tabu search
- np hard
- job shop scheduling
- manufacturing cell
- job processing times
- precedence constraints
- permutation flowshop
- minimizing makespan
- asymptotic optimality
- state space
- job shop scheduling problem
- flowshop scheduling problems
- dispatching rule
- identical parallel machines
- dynamic programming
- open shop
- maintenance cost
- scheduling algorithm