Deep learning-driven scheduling algorithm for a single machine problem minimizing the total tardiness.
Michal BouskaPremysl SuchaAntonín NovákZdenek HanzálekPublished in: CoRR (2024)
Keyphrases
- total tardiness
- deep learning
- single machine
- scheduling algorithm
- weighted number of tardy jobs
- scheduling problem
- response time
- unsupervised learning
- completion times
- machine learning
- processing times
- sequence dependent setup times
- setup times
- scheduling jobs
- release dates
- dynamic programming
- production scheduling
- release times
- single machine scheduling problem
- learning effect
- parallel machines
- tabu search
- distributed systems
- special case
- reinforcement learning