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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

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math.OC2026

Symbolic Discovery of Iterative Algorithms: A Continuous Latent Space Bayesian Optimization Framework

Tongjia Liu, Ilias Mitrai

In this paper, we consider the automated discovery of iterative optimization algorithms. We formulate the algorithm discovery task as a discrete optimization problem and search for…

math.OC2026

Feasibility-Aware Imitation Learning for Benders Decomposition

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

Mixed-integer optimization problems arise in a wide range of control applications. Benders decomposition is a widely used algorithm for solving such problems by decomposing them in…