Real-time scheduling for two-stage assembly flowshop with dynamic job arrivals by deep reinforcement learning.
Jian ChenHanlei ZhangWenjing MaGangyan XuPublished in: Adv. Eng. Informatics (2024)
Keyphrases
- flowshop
- scheduling problem
- processing times
- reinforcement learning
- maximum lateness
- flowshop scheduling
- special case
- lot streaming
- bicriteria
- minimizing makespan
- flowshop scheduling problems
- setup times
- tabu search
- maximum tardiness
- total tardiness
- sequence dependent setup times
- makespan minimization
- single machine
- neural network
- minimizing total tardiness
- markov decision processes
- np hard
- number of tardy jobs
- release dates
- production system
- branch and bound algorithm