Accelerating Column Generation Algorithm Using Machine-Learning-Based Column Elimination

The column generation (CG) algorithm is widely used in large-scale optimization problems. However, a large amount of columns in the restricted master problem (RMP) makes the computing process very time-consuming. This paper proposes a machine learning based column elimination strategy to accelerate ... View More