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Our analyze demonstrates the feasibility of Integer Linear Programming (ILP) to design and style a mid-density genotyping panel from heterogenous source knowledge. During the absence of available high-confidence targets, and provided the design criteria and goals can be expressed as linear equations, ILP is more explainable than device learning and