Towards Accelerating Benders Decomposition via Reinforcement Learning Surrogate Models.
Stephen MakKyle ManaParisa ZehtabiMichael CashmoreDaniele MagazzeniManuela VelosoPublished in: CoRR (2023)
Keyphrases
- benders decomposition
- reinforcement learning
- mixed integer
- network design problem
- exact algorithms
- optimal policy
- state space
- transfer learning
- linear program
- approximation algorithms
- optimal solution
- search algorithm
- evolutionary algorithm
- dynamic programming
- network design
- mixed integer programming
- minimal cost
- genetic algorithm