Cutting planes cannot approximate some integer programs

For every positive integer l, we consider a zero-one linear program describing the following optimization problem: maximize the number of nodes in a clique of an n-vertex graph whose chromatic number does not exceed l. Although l is a trivial solution for this problem, we show that any cutting-plane proof certifying that no such graph can have a clique on more than rl vertices must generate an exponential in minfl, n=rlg 1=4 number of inequalities. We allow Gomory‐Chvatal cuts and even the more powerful split cuts. This extends the results of Pudlak [J. Symb. Log. 62:3 (1997) 981‐998] and Dash [Math. of Operations Research 30:3 (2005) 678‐700; Oper. Res. Lett. 38:2 (2010), 109‐114] who proved exponential lower bounds for the case when l= n 2=3 and r= 1.

[1]  Czech Republickrajicek Interpolation Theorems, Lower Bounds for Proof Systems, and Independence Results for Bounded Arithmetic , 2007 .

[2]  William J. Cook,et al.  On the complexity of cutting-plane proofs , 1987, Discret. Appl. Math..

[3]  Ravi B. Boppana,et al.  Approximating maximum independent sets by excluding subgraphs , 1990, BIT.

[4]  J. Håstad Clique is hard to approximate withinn1−ε , 1999 .

[5]  Sanjeeb Dash,et al.  Exponential Lower Bounds on the Lengths of Some Classes of Branch-and-Cut Proofs , 2005, Math. Oper. Res..

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

[7]  Maria Luisa Bonet,et al.  On the Relative Complexity of Resolution Refinements and Cutting Planes Proof Systems , 2000, SIAM J. Comput..

[8]  Sanjeeb Dash,et al.  An Exponential Lower Bound on the Length of Some Classes of Branch-and-Cut Proofs , 2002, IPCO.

[9]  Ran Raz,et al.  Lower bounds for cutting planes proofs with small coefficients , 1995, Symposium on the Theory of Computing.

[10]  Noga Alon,et al.  The monotone circuit complexity of boolean functions , 1987, Comb..

[11]  Pavel Pudlák,et al.  Lower bounds for resolution and cutting plane proofs and monotone computations , 1997, Journal of Symbolic Logic.

[12]  Rudolf Ahlswede,et al.  A Pushing-Pulling Method: New Proofs of Intersection Theorems , 1999, Comb..

[13]  Stasys Jukna Combinatorics of Monotone Computations , 1998, Comb..

[14]  Lars Engebretsen,et al.  Clique Is Hard To Approximate Within , 2000 .

[15]  Russell Impagliazzo,et al.  The Resolution Complexity of Independent Sets and Vertex Covers in Random Graphs , 2007, computational complexity.

[16]  Sanjeeb Dash,et al.  On the complexity of cutting-plane proofs using split cuts , 2010, Oper. Res. Lett..

[17]  Jan Krajícek,et al.  Interpolation theorems, lower bounds for proof systems, and independence results for bounded arithmetic , 1997, Journal of Symbolic Logic.