SampleComplexityofAlgorithmSelectionUsing NeuralNetworksandItsApplicationsto Branch-and-Cut

We then apply this approach totheproblem ofmaking good decisions inthebranch-and-cut framework for mixed-integer optimization (e.g., which cut to add?). In other words, the neural network will take as input a mixed-integer optimization instance and output a decision that will result in a small branch-and-cut tree for that instance.