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A Linear Round Lower Bound for Lovasz-Schrijver SDP Relaxations of Vertex Cover
San Diego, California June 13-March 16
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CCC.2007.2Twenty-Second Annual IEEE Conference ...
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Grant Schoenebeck, UC Berkeley, USA
Luca Trevisan, UC Berkeley, USA
Madhur Tulsiani, UC Berkeley, USA
We study semidefinite programming relaxations of Vertex Cover arising from repeated applications of the LS+ "lift-and-project" method of Lovasz and Schrijver starting from the standard linear programming relaxation.

Goemans and Kleinberg prove that after one round of LS+ the integrality gap remains arbitrarily close to 2. Charikar proves an integrality gap of 2, later strengthened by Hatami, Magen, and Markakis, for stronger relaxations that are, however, incomparable with two rounds of LS+. Subsequent work by Georgiou, Magen, Pitassi, and Tourlakis shows that the integrality gap remains 2 - \varepsilon after \Omega(\sqrt {\frac{{\log n}} {{\log \log n}}} ) rounds [?].

We prove that the integrality gap remains at least 7/6 - \varepsilon after c_{\varepsilon}n rounds, where n is the number of vertices and c_\varepsilon \ge 0 is a constant that depends only on \varepsilon.

Citation:
Grant Schoenebeck, Luca Trevisan, Madhur Tulsiani, "A Linear Round Lower Bound for Lovasz-Schrijver SDP Relaxations of Vertex Cover," ccc, pp.205-216, Twenty-Second Annual IEEE Conference on Computational Complexity (CCC'07), 2007
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