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作者机构:Seoul Natl Univ Dept Ind Engn Seoul 151744 South Korea Univ Waterloo Fac Math Dept Combinator & Optimizat Waterloo ON N2L 3G1 Canada
出 版 物:《DISCRETE APPLIED MATHEMATICS》 (离散应用数学)
年 卷 期:2008年第156卷第1期
页 面:25-41页
核心收录:
学科分类:07[理学] 0701[理学-数学] 070101[理学-基础数学]
基 金:Korea Science and Engineering Foundation KOSEF (R01-2005-000-10271-0)
主 题:lift-and-project semidefinite lifting semidefinite programming integer programming
摘 要:We present a unifying framework to establish a lower bound on the number of semidefinite-programming-based lift-and-project iterations (rank) for computing the convex hull of the feasible solutions of various combinatorial optimization problems. This framework is based on the maps which are commutative with the lift-and-project operators. Some special commutative maps were originally observed by Lovasz and Schrijver and have been used usually implicitly in the previous lower-bound analyses. In this paper, we formalize the lift-and-project commutative maps and propose a general framework for lower-bound analysis, in which we can recapture many of the previous lower-bound results on the lift-and-project ranks. (c) 2007 Elsevier B.V. All rights reserved.