On the Matrix-Cut Rank of Polyhedra

Lovasz and Schrijver 1991 described a semidefinite operator for generating strong valid inequalities for the 0-1 vectors in a prescribed polyhedron. Among their results, they showed that n iterations of the operator are sufficient to generate the convex hull of 0-1 vectors contained in a polyhedron in n-space. We give a simple example, having Chvatal rank 1, that meets this worst case bound of n. We describe another example requiring n iterations even when combining the semidefinite and Gomory-Chvatal operators. This second example is used to show that the standard linear programming relaxation of a k-city traveling salesman problem requires at least ⌊k/8⌋ iterations of the combined operator; this bound is best possible, up to a constant factor, as k + 1 iterations suffice.

[1]  Friedrich Eisenbrand,et al.  Bounds on the Chvátal Rank of Polytopes in the 0/1-Cube* , 2003, Comb..

[2]  Gerhard Reinelt,et al.  Traveling salesman problem , 2012 .

[3]  Vasek Chvátal,et al.  Edmonds polytopes and a hierarchy of combinatorial problems , 1973, Discret. Math..

[4]  Hanif D. Sherali,et al.  A Hierarchy of Relaxations Between the Continuous and Convex Hull Representations for Zero-One Programming Problems , 1990, SIAM J. Discret. Math..

[5]  M. Goemans Semidefinite programming and combinatorial optimization , 1998 .

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

[7]  Alexander Schrijver,et al.  Theory of linear and integer programming , 1986, Wiley-Interscience series in discrete mathematics and optimization.

[8]  C. Burdet,et al.  On cutting planes , 1973 .

[9]  Friedrich Eisenbrand,et al.  On the Chvátal Rank of Polytopes in the 0/1 Cube , 1999, Discret. Appl. Math..

[10]  Michel X. Goemans,et al.  Semideenite Programming in Combinatorial Optimization , 1999 .

[11]  Friedrich Eisenbrand,et al.  Bounds on the Chvátal Rank of Polytopes in the 0/1-Cube , 1999, IPCO.

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

[13]  Friedrich Eisenbrand,et al.  NOTE – On the Membership Problem for the Elementary Closure of a Polyhedron , 1999, Comb..

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

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

[16]  F. Rendl Semideenite Programming and Combinatorial Optimization , 1998 .

[17]  László Lovász,et al.  Critical Facets of the Stable Set Polytope , 2001, Comb..

[18]  William J. Cook,et al.  On cutting-plane proofs in combinatorial optimization , 1989 .

[19]  Vasek Chvátal,et al.  Edmonds polytopes and weakly hamiltonian graphs , 1973, Math. Program..