Residual Scheduling: A New Reinforcement Learning Approach to Solving Job Shop Scheduling Problem.
Kuo-Hao HoRuei-Yu JhengJi-Han WuFan ChiangYen-Chi ChenYuan-Yu WuI-Chen WuPublished in: CoRR (2023)
Keyphrases
- job shop scheduling problem
- job shop scheduling
- reinforcement learning
- scheduling problem
- critical path
- production scheduling
- job shop
- combinatorial optimization
- tabu search
- benchmark problems
- combinatorial optimization problems
- genetic algorithm
- memetic algorithm
- simulated annealing
- graph model
- benchmark instances
- tabu search algorithm
- weighted tardiness
- single machine
- optimization problems
- evolutionary algorithm
- graphical models
- machine learning