activity
20232026
most citedComputationally efficient solution of mixed integer model predictive control problems via machine learning aided Benders Decomposition

13 citations · 14 across the 16 of their papers we have counts for

collaborators
Showing 2025 · math.OCShow all

2 papers · 2 filters

math.OC2025

Graph-Based Imitation and Reinforcement Learning for Efficient Benders Decomposition

Bernard T. Agyeman, Zhe Li, Ilias Mitrai +1

This work introduces an end-to-end graph-based agent for accelerating the computational efficiency of Benders Decomposition. The agent's policy is parameterized by a graph neural n…

math.OC2025

Learning to control inexact Benders decomposition via reinforcement learning

Zhe Li, Bernard T. Agyeman, Ilias Mitrai +1

Benders decomposition (BD), along with its generalized version (GBD), is a widely used algorithm for solving large-scale mixed-integer optimization problems that arise in the opera…