Wiki
Wiki

Research notes on every problem, and a library of the papers behind them. Built from the open erdos repository.

Updated


Statement

The family (p. 139, display (1.1)) is the 2n2^n equations

fn(x)=1+ϵ1x+ϵ2x2+⋯+ϵnxn=0,f_n(x)=1+\epsilon_1x+\epsilon_2x^2+\cdots+\epsilon_nx^n=0,

in which each ϵν\epsilon_\nu, ν=1,2,…,n\nu=1,2,\ldots,n, is +1+1 or −1-1 with equal probability.

Theorem (p. 139, quoted). "The number of real roots of most of the equations

fn(x)=∑0nϵνxν=0f_n(x)=\sum_0^n\epsilon_\nu x^\nu=0

is

2πlog⁡n+o{(log⁡n)12log⁡(log⁡n)}.\frac2\pi\log n+o\{(\log n)^{\frac12}\log(\log n)\}.

The exceptional set does not exceed a proportion

o{(log⁡log⁡n)−12}o\{(\log\log n)^{-\frac12}\}

of the total number of equations."

The count display is the paper's (1.2). Read with (1.1), the theorem says: as n→∞n\to\infty, the number of sign choices (ϵ1,…,ϵn)(\epsilon_1,\ldots,\epsilon_n) for which the number of real roots of fnf_n differs from 2πlog⁡n\frac2\pi\log n by more than the error term is o((log⁡log⁡n)−1/2)o((\log\log n)^{-1/2}) times 2n2^n. Roots are counted with multiplicity in the proof (p. 140, the count N(t)N(t) of § 2). The constant coefficient is +1+1 in (1.1); the proof works with all 2n+12^{n+1} sign patterns of ∑0nrν(t)xν\sum_0^nr_\nu(t)x^\nu, with rνr_\nu the Rademacher functions (p. 140), which gives the same count since ff and −f-f have the same roots. These are filing observations on the printed statement, not review verdicts.

The theorem is a statement in probability for each degree nn: a proportion tending to one of the polynomials of degree nn have (2π+o(1))log⁡n(\frac2\pi+o(1))\log n real roots. It says nothing about one infinite sequence of signs followed through all degrees.

Source. P. Erdős and A. C. Offord, On the number of real roots of a random algebraic equation, Proc. London Math. Soc. (3) 6 (1956), 139--160; the theorem on p. 139, as identified on the source card.

Read depth. Claims checked: the family (1.1) and the theorem were read clause by clause on the printed page. The proof (§§ 1--5, pp. 140--160) was read for structure only, and no estimate was checked. Nothing here is independently reviewed.

Proof pointer

§ 1 (p. 140) reduces the count to the interval (12,1)(\frac12,1): every root lies in 12<∣x∣<2\frac12<|x|<2, a root of fnf_n in (12,1)(\frac12,1) corresponds to a root of fn(−x)f_n(-x) in (−1,−12)(-1,-\frac12), and a root in (1,2)(1,2) to a root of xnfn(1/x)x^nf_n(1/x) in (12,1)(\frac12,1), so it suffices to show that the number of roots in (12,1)(\frac12,1) is 12πlog⁡n\frac1{2\pi}\log n plus the error term. The roots are then compared with the sign changes of ff at the end-points of a partition of (12,1)(\frac12,1) into intervals of geometrically shrinking length. § 2 (pp. 140--145) bounds the average excess of zeros over detected sign changes on one interval (Lemma 4, p. 144, through Lemmas 1--3 and a lemma of Erdős on the Littlewood--Offord problem used in Lemma 2, p. 143) and sums it over the partition (Lemma 5, p. 145). § 3 (pp. 145--151) evaluates the probability of a sign change between two points through the characteristic function and Berry's normal approximation (Lemmas 6--12, Lemma 12 on p. 151), and § 4 (pp. 151--157) estimates the correlation of sign changes on two intervals (Lemmas 13--18). § 5 (pp. 157--160) fixes the partition step δ\delta as a power of log⁡n\log n (p. 157), computes the mean δ2π+O(δ2)\frac\delta{2\pi}+O(\delta^2) of each sign-change indicator (display (5.7), p. 158) and bounds the variance of their sum (p. 159), so that outside a set of measure o{(log⁡log⁡n)−1/2}o\{(\log\log n)^{-1/2}\} the number of zeros in (12,1)(\frac12,1) is 12πlog⁡n+o{(log⁡n)1/2log⁡log⁡n}\frac1{2\pi}\log n+o\{(\log n)^{1/2}\log\log n\} (p. 160). Not checked here.

Dependencies

Lemma 2 (p. 143) uses Erdős, On a lemma of Littlewood and Offord, Bull. Amer. Math. Soc. 51 (1945), 898--902; § 2 uses a lemma of Khintchine (Math. Z. 18 (1923), 109--111); § 3 uses Berry's theorem on the accuracy of the Gaussian approximation (Trans. Amer. Math. Soc. 49 (1941)); the problem and the earlier estimates are those of Littlewood and Offord (Proc. Cambridge Philos. Soc. 35 (1939), 133--148).

Bears on

  • Problem 521: the problem asks whether, for one infinite sequence of independent uniform signs, Rn/log⁡n→2πR_n/\log n\to\frac2\pi almost surely. The theorem gives, for each degree nn, the count 2πlog⁡n+o{(log⁡n)1/2log⁡log⁡n}\frac2\pi\log n+o\{(\log n)^{1/2}\log\log n\} outside a proportion o{(log⁡log⁡n)−1/2}o\{(\log\log n)^{-1/2}\} of the sign choices, so Rn/log⁡n→2πR_n/\log n\to\frac2\pi in probability. It does not give the almost-sure limit the problem asks for.