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Given a set of solutions, find an IP formulation with the same solution set

Input: A list of integer variables $x_1, ..., x_n$. A finite set of feasible solutions $S \subset \mathbb{Z}^n$. Task: Find an integer linear program (IP) on the integer variables $x_1,...,x_n$ ...