Towards Optimal Integrality Gaps for Hypergraph Vertex Cover in the Lovász-Schrijver Hierarchy

“Lift-and-project” procedures, which tighten linear relaxations over many rounds, yield many of the celebrated approximation algorithms of the past decade or so, even after only a constant number of rounds (e.g., for max-cut, max-3sat and sparsest-cut). Thus proving super-constant round lowerbounds on such procedures may provide evidence about the inapproximability of a problem. We prove an integrality gap of k–e for linear relaxations obtained from the trivial linear relaxation for k-uniform hypergraph vertex cover by applying even Ω(loglog n) rounds of Lovasz and Schrijver's LS lift-and-project procedure. In contrast, known PCP-based results only rule out k–1–e approximations. Our gaps are tight since the trivial linear relaxation gives a k-approximation.

[1]  Béla Bollobás,et al.  Proving Integrality Gaps without Knowing the Linear Program , 2006, Theory Comput..

[2]  David P. Williamson,et al.  .879-approximation algorithms for MAX CUT and MAX 2SAT , 1994, STOC '94.

[3]  Michael Alekhnovich,et al.  Towards strong nonapproximability results in the Lovasz-Schrijver hierarchy , 2005, STOC.

[4]  Hanif D. Sherali,et al.  A Hierarchy of Relaxations and Convex Hull Characterizations for Mixed-integer Zero-one Programming Problems , 1994, Discret. Appl. Math..

[5]  Venkatesan Guruswami,et al.  A new multilayered PCP and the hardness of hypergraph vertex cover , 2003, STOC '03.

[6]  Sanjeev Arora Proving Integrality Gaps without Knowing the Linear Program , 2003, FCT.

[7]  Toniann Pitassi,et al.  Rank bounds and integrality gaps for cutting planes procedures , 2003, 44th Annual IEEE Symposium on Foundations of Computer Science, 2003. Proceedings..

[8]  Tamon Stephen,et al.  On a Representation of the Matching Polytope Via Semidefinite Liftings , 1999, Math. Oper. Res..

[9]  Michel X. Goemans,et al.  When Does the Positive Semidefiniteness Constraint Help in Lifting Procedures? , 2001, Math. Oper. Res..

[10]  Warren P. Adams,et al.  A hierarchy of relaxation between the continuous and convex hull representations , 1990 .

[11]  Robert Krauthgamer,et al.  The Probable Value of the Lovász--Schrijver Relaxations for Maximum Independent Set , 2003, SIAM J. Comput..

[12]  Satish Rao,et al.  Expander flows, geometric embeddings and graph partitioning , 2004, STOC '04.

[13]  P. Erdös,et al.  Graph Theory and Probability , 1959 .

[14]  Alexander Schrijver,et al.  Cones of Matrices and Set-Functions and 0-1 Optimization , 1991, SIAM J. Optim..

[15]  William J. Cook,et al.  On the Matrix-Cut Rank of Polyhedra , 2001, Math. Oper. Res..