Our research demonstrates the feasibility of Integer Linear Programming (ILP) to structure a mid-density genotyping panel from heterogenous source data. Inside the absence of available high-self-confidence targets, and provided the design standards and goals can be expressed as linear equations, ILP is more explainable than machine Understanding an