Our research demonstrates the feasibility of Integer Linear Programming (ILP) to style and design a mid-density genotyping panel from heterogenous source information. While in the absence of readily available high-assurance targets, and supplied the design standards and objectives may be expressed as linear equations, ILP is more explainable than m