Solving Integer Linear Programs by Learning Decision Space Structure

We propose to learn the decision space structure for solving Integer Linear Programs (ILPs) efficiently. Specifically, the global structure of an ILP is modeled through a probability distribution of feasible solutions over the decision space, with higher probabilities assigned to solutions yielding ... View More