Solving the Job Shop Scheduling Problem with Reinforcement Learning: A Statistical Analysis.
Bruno CunhaAna MadureiraBenjamim FonsecaPublished in: ISDA (2020)
Keyphrases
- job shop scheduling problem
- statistical analysis
- reinforcement learning
- job shop scheduling
- critical path
- combinatorial optimization
- production scheduling
- tabu search
- scheduling problem
- benchmark problems
- simulated annealing
- memetic algorithm
- genetic algorithm
- tabu search algorithm
- graph model
- combinatorial optimization problems
- benchmark instances
- state space
- vector space
- branch and bound algorithm
- machine learning
- ant colony optimization
- optimal policy