Fooling-sets and rank

An n i? n matrix M is called a fooling-set matrix of size n if its diagonal entries are nonzero and M k , ? M ? , k = 0 for every k ? ? . Dietzfelbinger, Hromkovic, and Schnitger (1996) showed that n ? ( rk M ) 2 , regardless of over which field the rank is computed, and asked whether the exponent on rk M can be improved.We settle this question. In characteristic zero, we construct an infinite family of rational fooling-set matrices with size n = ( rk M + 1 2 ) . In nonzero characteristic, we construct an infinite family of matrices with n = ( 1 + o ( 1 ) ) ( rk M ) 2 .

[1]  Yaroslav Shitov On the complexity of Boolean matrix ranks , 2013, ArXiv.

[2]  Hartmut Klauck,et al.  Fooling One-Sided Quantum Protocols , 2013, STACS.

[3]  Swastik Kopparty,et al.  The minimum rank problem: A counterexample , 2007 .

[4]  Sanjeev Arora,et al.  Computational Complexity: A Modern Approach , 2009 .

[5]  Michael E. Saks,et al.  Lattices, mobius functions and communications complexity , 1988, [Proceedings 1988] 29th Annual Symposium on Foundations of Computer Science.

[6]  Mihalis Yannakakis,et al.  Expressing combinatorial optimization problems by linear programs , 1991, STOC '88.

[7]  H. Niederreiter,et al.  Introduction to finite fields and their applications: Factorization of Polynomials , 1994 .

[8]  Markus Holzer,et al.  Finding Lower Bounds for Nondeterministic State Complexity Is Hard , 2006, Developments in Language Theory.

[9]  Ronald L. Graham,et al.  Concrete mathematics - a foundation for computer science , 1991 .

[10]  V. Kaibel Extended Formulations in Combinatorial Optimization , 2011, 1104.1023.

[11]  Samuel Fiorini,et al.  Combinatorial bounds on nonnegative rank and extended formulations , 2011, Discret. Math..

[12]  Salil P. Vadhan,et al.  Computational Complexity , 2005, Encyclopedia of Cryptography and Security.

[13]  Kazuyuki Amano,et al.  Ordered biclique partitions and communication complexity problems , 2013, Discret. Appl. Math..

[14]  José A. Soto,et al.  Jump Number of Two-Directional Orthogonal Ray Graphs , 2011, IPCO.

[15]  Joel E. Cohen,et al.  Nonnegative ranks, decompositions, and factorizations of nonnegative matrices , 1993 .

[16]  A. Razborov Communication Complexity , 2011 .

[17]  Stasys Jukna,et al.  On covering graphs by complete bipartite subgraphs , 2009, Discret. Math..

[18]  M. Yannakakis Expressing combinatorial optimization problems by linear programs , 1991, Symposium on the Theory of Computing.

[19]  Dirk Oliver Theis,et al.  Fooling-sets and rank in nonzero characteristic , 2013, CTW.

[20]  K. Upton,et al.  A modern approach , 1995 .

[21]  Martin Dietzfelbinger,et al.  A Comparison of Two Lower Bound Methods for Communication Complexity , 1994, MFCS.

[22]  Milind Dawande A notion of cross-perfect bipartite graphs , 2003 .