A supervised learning-driven heuristic for solving the facility location and production planning problem.
Tao WuLe HuangZhe LiangXiaoning ZhangCanrong ZhangPublished in: Eur. J. Oper. Res. (2022)
Keyphrases
- production planning
- facility location
- integer programming
- lagrangian relaxation
- supervised learning
- lot sizing
- mixed integer programming
- facility location problem
- multi period
- np hard
- combinatorial optimization
- linear programming
- mixed integer
- column generation
- optimal solution
- knapsack problem
- planning horizon
- production cost
- constraint programming
- reinforcement learning
- setup cost
- dynamic programming
- training data
- beam search
- learning algorithm
- infinite horizon
- lead time
- feasible solution
- constraint satisfaction
- constraint satisfaction problems
- sufficient conditions
- semi supervised
- probabilistic model
- search space
- search algorithm
- heuristic solution
- genetic algorithm