Solving Mixed Integer Programs Using Neural Networks Article on speeding up Mixed Integer Programs with ML. Mixed Integer Programs are usually NP-hard problems: - Problems solved with linear programming - Production planning (pipeline optimization) - Scheduling / Dispatching Or any problems where integers represent various decisions (including some of the graph problems). ArXiV: https://arxiv.org/abs/2012.13349 Wikipedia on Mixed Integer Programming: https://en.wikipedia.org/wiki/Integer_programming #NPhard #MILP #DeepMind #productionml #linearprogramming #optimizationproblem 18.3K views12:58
