Deep learning-driven scheduling algorithm for a single machine problem minimizing the total tardiness.
Michal BouskaPremysl SuchaAntonín NovákZdenek HanzálekPublished in: Eur. J. Oper. Res. (2023)
Keyphrases
- total tardiness
- deep learning
- single machine
- scheduling algorithm
- weighted number of tardy jobs
- scheduling problem
- response time
- machine learning
- unsupervised learning
- processing times
- completion times
- sequence dependent setup times
- setup times
- release times
- release dates
- learning effect
- single machine scheduling problem
- production scheduling
- scheduling jobs
- column generation
- tabu search
- number of late jobs