Adaptive Stabilization Based on Machine Learning for Column Generation.
Yunzhuang ShenYuan SunXiaodong LiZhiguang CaoAndrew C. EberhardGuangquan ZhangPublished in: CoRR (2024)
Keyphrases
- column generation
- machine learning
- linear programming
- vehicle routing
- linear program
- branch and bound
- set partitioning
- integer program
- constraint programming
- integer linear programming
- integer programming
- exact solution
- mixed integer programming
- cutting plane
- linear programming problems
- optimal solution
- vehicle routing problem with time windows
- lagrangean relaxation
- genetic algorithm
- linear programming relaxation
- lagrangian relaxation
- valid inequalities
- cutting plane algorithm
- reinforcement learning
- linear relaxation
- learning algorithm
- learning problems
- set covering
- dantzig wolfe decomposition