Antonia Chmiela | DeepAI

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research

∙ 07/07/2023

Scylla: a matrix-free fix-propagate-and-project heuristic for mixed-integer optimization

We introduce Scylla, a primal heuristic for mixed-integer optimization p...

0 Gioni Mexi, et al. ∙

research

∙ 04/04/2023

Online Learning for Scheduling MIP Heuristics

Mixed Integer Programming (MIP) is NP-hard, and yet modern solvers often...

0 Antonia Chmiela, et al. ∙

research

∙ 03/04/2022

The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights

Combinatorial optimization is a well-established area in operations rese...

12 Maxime Gasse, et al. ∙

research

∙ 03/18/2021

Learning to Schedule Heuristics in Branch-and-Bound

Primal heuristics play a crucial role in exact solvers for Mixed Integer...

0 Antonia Chmiela, et al. ∙