Reinforcement learning applications to machine scheduling problems: a comprehensive literature review.
Behice Meltem KayhanGokalp YildizPublished in: J. Intell. Manuf. (2023)
Keyphrases
- literature review
- scheduling problem
- flowshop
- reinforcement learning
- parallel machines
- case study
- fuzzy theory
- single machine
- parallel machine scheduling problem
- sequence dependent setup times
- processing times
- strongly np hard
- function approximation
- setup times
- public libraries
- current issues
- design science
- special case
- information systems development
- tabu search
- state space
- precedence constraints
- job shop scheduling
- np hard
- identical machines
- job shop
- greedy heuristics
- markov decision processes
- model free
- job shop scheduling problem
- dynamic programming
- machine learning
- completion times
- learning process
- learning algorithm