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Journal of the American Mathematical Society
Journal of the American Mathematical Society
ISSN 1088-6834(online) ISSN 0894-0347(print)

 

On the probability that a random $ \pm 1$-matrix is singular


Authors: Jeff Kahn, János Komlós and Endre Szemerédi
Journal: J. Amer. Math. Soc. 8 (1995), 223-240
MSC: Primary 15A52; Secondary 11K99, 60C05
MathSciNet review: 1260107
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Abstract: We report some progress on the old problem of estimating the probability, $ {P_n}$, that a random $ n \times n \pm 1$-matrix is singular:

Theorem. There is a positive constant $ \varepsilon $ for which $ {P_n} < {(1 - \varepsilon )^n}$.

This is a considerable improvement on the best previous bound, $ {P_n} = O(1/\sqrt n )$, given by Komlós in 1977, but still falls short of the often-conjectured asymptotical formula $ {P_n} = (1 + o(1)){n^2}{2^{1 - n}}$.

The proof combines ideas from combinatorial number theory, Fourier analysis and combinatorics, and some probabilistic constructions. A key ingredient, based on a Fourier-analytic idea of Halász, is an inequality (Theorem 2) relating the probability that $ \underline a \in {{\mathbf{R}}^n}$ is orthogonal to a random $ \underline \varepsilon \in {\{ \pm 1\} ^n}$ to the corresponding probability when $ \underline \varepsilon $ is random from $ {\{ - 1,0,1\} ^n}$ with $ Pr({\varepsilon _i} = - 1) = Pr({\varepsilon _i} = 1) = p$ and $ {\varepsilon _i}$'s chosen independently.


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Additional Information

DOI: http://dx.doi.org/10.1090/S0894-0347-1995-1260107-2
PII: S 0894-0347(1995)1260107-2
Keywords: Random matrices, exponential sums, Littlewood-Offord Problem
Article copyright: © Copyright 1995 American Mathematical Society