Predicting the Solution Time for Optimization Problems Using Machine Learning - Case of Job Shop Scheduling Problem.
Shaheen PouyaOguz ToragayMehrdad MohammadiPublished in: OL2A (1) (2023)
Keyphrases
- job shop scheduling problem
- optimization problems
- machine learning
- job shop scheduling
- benchmark problems
- combinatorial optimization problems
- tabu search
- metaheuristic
- critical path
- tabu search algorithm
- combinatorial optimization
- simulated annealing
- evolutionary algorithm
- genetic algorithm
- scheduling problem
- production scheduling
- cost function
- optimal solution
- reinforcement learning
- memetic algorithm
- traveling salesman problem
- benchmark instances
- objective function
- information retrieval
- information extraction
- artificial intelligence
- graph model
- integer programming
- solution quality
- knapsack problem
- genetic programming
- text mining
- supervised learning