Machine Learning, Linear Programming, Data Science.
practice, the speed and efficiency of this tailored algorithm outperforms those of open-source LP solvers more than tenfold. On the flip side, there are obvious limitations (maybe clever extensions?) of the algorithm because of its rigid dependence on the problem structure. Most importantly, by