Integrated scheduling and flexible maintenance in deteriorating multi-state single machine system using a reinforcement learning approach.
Hongfeng WangQi YanShuzhu ZhangPublished in: Adv. Eng. Informatics (2021)
Keyphrases
- single machine
- scheduling problem
- minimize total
- release dates
- maximum lateness
- reinforcement learning
- release times
- scheduling jobs
- weighted tardiness
- sequence dependent setup times
- processing times
- total weighted tardiness
- single machine scheduling problem
- production scheduling
- earliness tardiness
- deteriorating jobs
- setup times
- state space
- rolling horizon
- identical machines
- parallel machines
- dynamic programming
- dispatching rule
- total tardiness
- precedence constraints
- learning effect
- flowshop
- completion times
- job shop scheduling problem
- np hard
- job processing times
- weighted number of tardy jobs
- job shop
- job shop scheduling
- optimal policy
- number of late jobs