A new algorithm efficiently solves the graph isomorphism problem, computer scientist László ... Corresponding nodes are shown in the same color. In math terminology, “graph” is a fancy ...

In this paper, we propose an improved column generation algorithm with neural prediction (CG-P) for solving graph-based set covering problems. We leverage a graph neural network based neural ...

as well as machine learning problems like decision graph learning and model-based data clustering. Our algorithm runs in O*(2^n ) time, thus substantially improving on the usual O*(3^n )-time dynamic ...