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We consider the following problem: Given a rational matrix and a rational polyhedron , decide if for all vectors , for which there exists an integral such that , the system of linear inequalities has an integral solution. We show that there exists an algorithm that solves this problem in polynomial time if and are fixed. This extends a result of Kannan (1990) who established such an algorithm for the case when, in addition to and , the affine dimension of is fixed. As an application of this result, we describe an algorithm to find the maximum difference between the optimum values of an integer program and its linear programming relaxation over all right-hand sides , for which the integer program is feasible. The algorithm is polynomial if is fixed. This is an extension of a recent result of Ho\c{s}sten and Sturmfels (2003) who presented such an algorithm for integer programs in standard form.
Volkan Cevher, Grigorios Chrysos, Efstratios Panteleimon Skoulakis