Our review demonstrates the feasibility of Integer Linear Programming (ILP) to structure a mid-density genotyping panel from heterogenous source data. Within the absence of available high-self-assurance targets, and offered the design requirements and goals is often expressed as linear equations, ILP is more explainable than equipment learning and