Our study demonstrates the feasibility of Integer Linear Programming (ILP) to layout a mid-density genotyping panel from heterogenous source data. In the absence of available high-self-confidence targets, and supplied the look requirements and targets could be expressed as linear equations, ILP is more explainable than device Discovering and fewer