Strong reductions for extended formulations

MATHEMATICAL PROGRAMMING(2018)

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摘要
We generalize the reduction mechanism for linear programming problems and semidefinite programming problems from Braun et al. (Inapproximability of combinatorial problems via small LPs and SDPs, 2015 ) in two ways (1) relaxing the requirement of affineness, and (2) extending to fractional optimization problems. As applications we provide several new LP-hardness and SDP-hardness results, e.g., for the problem, the problem, and the problem and show how to extend ad-hoc reductions between Sherali–Adams relaxations to reductions between LPs.
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关键词
Extended formulation,Reductions,Max cut,Sparsest cuts,One free bit,68Q17,90C05
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