Machine Learning Augmented Branch and Bound for Mixed Integer Linear Programming.
Lara ScavuzzoKaren I. AardalAndrea LodiNeil Yorke-SmithPublished in: CoRR (2024)
Keyphrases
- branch and bound
- mixed integer linear programming
- branch and bound algorithm
- machine learning
- lower bound
- column generation
- cutting plane
- search algorithm
- combinatorial optimization
- upper bound
- optimal solution
- search space
- search tree
- branch and bound method
- mathematical programming
- search strategies
- max sat
- mixed integer nonlinear programming
- production planning
- branch and bound search
- branch and bound procedure
- lagrangian heuristic
- tree search
- learning algorithm
- constraint satisfaction problems
- bnb adopt
- reinforcement learning
- mixed integer
- metaheuristic
- objective function