Our review demonstrates the feasibility of Integer Linear Programming (ILP) to design a mid-density genotyping panel from heterogenous source details. Inside the absence of available high-self esteem targets, and supplied the look conditions and aims can be expressed as linear equations, ILP is more explainable than machine learning and less biased