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Our study demonstrates the feasibility of Integer Linear Programming (ILP) to style and design a mid-density genotyping panel from heterogenous source facts. During the absence of available high-confidence targets, and supplied the design conditions and goals may be expressed as linear equations, ILP is more explainable than equipment learning and