Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset.
Huigen YeHua XuHongyan WangPublished in: ICLR (2024)
Keyphrases
- small scale
- lightweight
- training dataset
- mixed integer linear programs
- training data
- branch and bound search
- training set
- continuous relaxation
- class labels
- cutting plane algorithm
- support vectors
- training samples
- combinatorial optimization
- branch and bound
- linear programming
- quadratic program
- optimal solution
- learning algorithm
- machine learning
- metaheuristic
- active learning
- evolutionary algorithm
- lagrangian relaxation
- valid inequalities
- search algorithm
- integer variables
- feature selection