Our research demonstrates the feasibility of Integer Linear Programming (ILP) to layout a mid-density genotyping panel from heterogenous source knowledge. In the absence of available high-self-confidence targets, and offered the design requirements and targets is often expressed as linear equations, ILP is more explainable than machine Mastering an