most citedPySCIPOpt-ML: Embedding Trained Machine Learning Models into Mixed-Integer Programs

4 citations · 5 across the 2 of their papers we have counts for

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2 papers

math.OC2023★ 4 cited

PySCIPOpt-ML: Embedding Trained Machine Learning Models into Mixed-Integer Programs

Mark Turner, Antonia Chmiela, Thorsten Koch +1

A standard tool for modelling real-world optimisation problems is mixed-integer programming (MIP). However, for many of these problems, information about the relationships between…

math.OC2022★ 1 cited

Adaptive Cut Selection in Mixed-Integer Linear Programming

Mark Turner, Thorsten Koch, Felipe Serrano +1

Cutting plane selection is a subroutine used in all modern mixed-integer linear programming solvers with the goal of selecting a subset of generated cuts that induce optimal solver…