Our research demonstrates the feasibility of Integer Linear Programming (ILP) to style and design a mid-density genotyping panel from heterogenous source information. From the absence of available high-self-confidence targets, and delivered the design standards and goals might be expressed as linear equations, ILP is more explainable than equipment