Some combinatorial-algebraic problems from complexity theory

Abstract In this paper we survey some problems which have recently appeared in the study of the complexity of computations. We also survey and prove some related results. In particular we prove a lower bound on rigidity of an explicitly defined matrix and give an upper bound for decomposition of graphs into unions of complete bipartite graphs which yields an upper bound on projective dimension of 0–1 matrices. The concepts of projective and affine dimension were introduced by A.A. Razborov (1990) and the present authors (1992) as a possible tool for finding lower bounds on formula and branching program complexity.

[1]  Janos Simon,et al.  Probabilistic Communication Complexity (Preliminary Version) , 1984, FOCS.

[2]  Noga Alon,et al.  Simple construction of almost k-wise independent random variables , 1990, Proceedings [1990] 31st Annual Symposium on Foundations of Computer Science.

[3]  Noga Alon,et al.  Linear Circuits over GF(2) , 1990, SIAM J. Comput..

[4]  Alexander A. Razborov,et al.  Applications of matrix methods to the theory of lower bounds in computational complexity , 1990, Comb..

[5]  Noga Alon,et al.  A counterexample to the rank-coloring conjecture , 1989, J. Graph Theory.

[6]  Kurt Mehlhorn,et al.  Las Vegas is better than determinism in VLSI and distributed computing (Extended Abstract) , 1982, STOC '82.

[7]  Leslie G. Valiant,et al.  Graph-Theoretic Arguments in Low-Level Complexity , 1977, MFCS.

[8]  Matthias Krause,et al.  Geometric arguments yield better bounds for threshold circuits and distributed computing , 1991, [1991] Proceedings of the Sixth Annual Structure in Complexity Theory Conference.

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

[10]  Pavel Pudlák,et al.  Communication in bounded depth circuits , 1994, Comb..

[11]  Peter Frankl,et al.  Complexity classes in communication complexity theory , 1986, 27th Annual Symposium on Foundations of Computer Science (sfcs 1986).

[12]  Vojtech Rödl,et al.  Geometrical realization of set systems and probabilistic communication complexity , 1985, 26th Annual Symposium on Foundations of Computer Science (sfcs 1985).

[13]  H. Warren Lower bounds for approximation by nonlinear manifolds , 1968 .

[14]  Ran Raz,et al.  On the "log rank"-conjecture in communication complexity , 1993, Proceedings of 1993 IEEE 34th Annual Foundations of Computer Science.

[15]  Noga Alon,et al.  Simple Construction of Almost k-wise Independent Random Variables , 1992, Random Struct. Algorithms.

[16]  Victor Shoup,et al.  Lower bounds for polynomial evaluation and interpolation problems , 1991, [1991] Proceedings 32nd Annual Symposium of Foundations of Computer Science.

[17]  J. Edmonds Systems of distinct representatives and linear algebra , 1967 .

[18]  Vojtech Rödl,et al.  A combinatorial approach to complexity , 1992, Comb..

[19]  S. Poljak Maximum rank of powers of a matrix of a given pattern , 1989 .

[20]  A. A. Razborov,et al.  The gap between the chromatic number of a graph and the rank of its adjacency matrix is superlinear , 1992, Discret. Math..

[21]  Noam Nisan,et al.  On rank vs. communication complexity , 1994, Proceedings 35th Annual Symposium on Foundations of Computer Science.

[22]  Vojtech Rödl,et al.  Modified ranks of tensors and the size of circuits , 1993, STOC '93.

[23]  János Komlós,et al.  A Note on Ramsey Numbers , 1980, J. Comb. Theory, Ser. A.