Title : 
The Grothendieck Constant is Strictly Smaller than Krivine´s Bound
         
        
            Author : 
Braverman, Mark ; Makarychev, Konstantin ; Makarychev, Yury ; Naor, Assaf
         
        
            Author_Institution : 
Univ. of Toronto, Toronto, ON, Canada
         
        
        
        
        
        
            Abstract : 
The classical Grothendieck constant, denoted KG, is equal to the integrality gap of the natural semidefinite relaxation of the problem of computing max {Σi-1mΣj=1naijεiδj: {εi}i=1m, {δj}j=1n⊆{-1,1} } a generic and well-studied optimization problem with many applications. Krivine proved in 1977 that KG ≤ 2log (1+√2)/π and conjectured that his estimate is sharp. We obtain a sharper Grothendieck inequality, showing that KG <; 2log (1+√2)/π for an explicit constant εo >; 0. Our main contribution is conceptual: despite dealing with a binary rounding problem, random 2-dimensional projections combined with a careful partition of ℝ2 in order to round the projected vectors, beat the random hyperplane technique, contrary to Krivine´s long-standing conjecture.
         
        
            Keywords : 
relaxation theory; Grothendieck constant; binary rounding problem; natural semidefinite relaxation; random 2-dimensional projections; Computer science; Kernel; Limiting; Physics; Polynomials; Upper bound; Vectors;
         
        
        
        
            Conference_Titel : 
Foundations of Computer Science (FOCS), 2011 IEEE 52nd Annual Symposium on
         
        
            Conference_Location : 
Palm Springs, CA
         
        
        
            Print_ISBN : 
978-1-4577-1843-4
         
        
        
            DOI : 
10.1109/FOCS.2011.77