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Proceedings. Mathematical, Physical, and Engineering Sciences logoLink to Proceedings. Mathematical, Physical, and Engineering Sciences
. 2016 Oct;472(2194):20160548. doi: 10.1098/rspa.2016.0548

Pair correlation and twin primes revisited

Brian Conrey 1,2, Jonathan P Keating 2,
PMCID: PMC5095450  PMID: 27843409

Abstract

We establish a connection between the conjectural two-over-two ratios formula for the Riemann zeta-function and a conjecture concerning correlations of a certain arithmetic function. Specifically, we prove that the ratios conjecture and the arithmetic correlations conjecture imply the same result. This casts a new light on the underpinnings of the ratios conjecture, which previously had been motivated by analogy with formulae in random matrix theory and by a heuristic recipe.

Keywords: pair correlation, random matrix theory, twin primes

1. Introduction

Montgomery in his famous pair correlation paper [1] used heuristics based on the Hardy–Littlewood conjecture concerning the distribution of prime pairs [2] to conclude that pairs of zeros of the Riemann zeta-function have the same scaled statistics, in the limit in which their height up the critical tends to infinity, as pairs of eigenvalues of large random Hermitian matrices (or of unitary matrices with Haar measure). Montgomery did not give the details of the calculation involving twin primes in his paper, but that calculation has been repeated with variations several times in the literature (e.g. [37]). Goldston & Montgomery [8] proved rigorously that the pair correlation conjecture is equivalent to an asymptotic formula for the variance of the number of primes in short intervals, and Montgomery & Soundararajan [9] proved that this variance formula follows from the Hardy–Littlewood prime-pair conjecture, under certain assumptions.

In a slightly different vein, Bogomolny & Keating [10,11] and later Conrey & Snaith [12] developed methods to give more precise estimates for the pair correlation (and higher correlations) of Riemann zeros. Bogomolny and Keating gave four different heuristic methods to accomplish this, while Conrey and Snaith used a uniform version of what is known as the ratios conjecture from which assumption they could rigorously derive this precise form of pair correlation. All of these methods lead to the same formulae.

In this paper, we reconsider this circle of ideas from yet another perspective, namely that of deriving a form of the ratios conjecture from consideration of correlations between the values of a certain arithmetic function. This provides a new perspective on the underpinnings of the ratios conjecture, which previously had been motivated by analogy with formulae in random matrix theory and by a heuristic recipe [1315]. This is similar to how, in a recent series of papers [1619] we have shown that moment conjectures previously developed using random matrix theory [14,20] may be recovered from correlations of divisor sums.

The twin prime conjectures are easily stated in terms of the von Mangoldt function Λ(n) which is the generating function for −ζ′/ζ (e.g. [21]):

ζζ(s)=n=1Λ(n)ns

or equivalently

Λ(n)={logpifn=pkforsomeprimep0otherwise.

In the Conrey–Snaith approach, zeros of ζ(s) are detected as poles of (ζ′/ζ)(s) which in turn is realized via

ζζ(s)=ddαζ(s+α)ζ(s+γ)|α=0γ=0.

Passing to coefficients, we write

Iα,γ(s)=n=1Iα,γ(n)ns=ζ(s+α)ζ(s+γ);

explicitly

Iα,γ(n)=de=nμ(e)dαeγ.

Note that

Iα,γ(n)=nrIα+r,γ+r(n)

for any r. Also we have

Λ(n)=ddαIα,γ(n)|α=0γ=0.

Here we will investigate the averages

Rα,β,γ,δ(T):=0ψ(tT)ζ(s+α)ζ(1s+β)ζ(s+γ)ζ(1s+δ)dt,

where s=12+it and ψ(z) is holomorphic in a strip around the real axis and decreases rapidly on the real axis. Not surprisingly, R is related to averages of the (analytic continuation of the) Rankin–Selberg convolution

Bα,β,γ,δ(s):=n=1Iα,γ(n)Iβ,δ(n)ns.

In fact, the simplest case of the ratios conjecture asserts that

Rα,β,γ,δ(T)=0ψ(tT)(Bα,βγ,δ(1)+(t2π)αβBβ,α,γ,δ(1))dt+O(T1η) 1.1

for some η>0. It is also not surprising that R is connected to weighted averages over n and h of

Iα,γ(n)Iβ,δ(n+h).

It is this connection that we are elucidating. Using the δ-method, it transpires that these weighted averages may be expressed in terms of

Cα,β,γ,δ(s):=1(2πi)2|w1|=ϵ|z1|=ϵχ(w+zs1)q=1h=1rq(h)hs+2wz×m=1Iα,γ(m)e(m/q)mwn=1Iγ,δ(n)e(n/q)nzdwdz,

where rq(h) denotes Ramanujan’s sum and where χ(s) is the factor from the functional equation ζ(s)=χ(s)ζ(1−s); also here and elsewhere ϵ is chosen to be larger than the absolute values of the shift parameters α,β,γ,δ but smaller than 12. The result that ties this all together is the following identity.

Theorem 1.1 —

Assuming the generalized Riemann hypothesis

Cα,β,γ,δ(s)=Bβ,α,γ,δ(s+1).

In a recent series of papers [1619], we have outlined a method that involves convolutions of coefficient correlations and leads to conclusions for averages of truncations of products of shifted zeta-functions implied by the recipe of [14]. In this paper, we strike out in a new direction, using similar ideas to evaluate averages of truncations of products of ratios of shifted zeta-functions. In particular, the approach of Bogolmony & Keating [6,7] on convolutions of shifted coefficient sums guide the calculations and we are led, as in the previous series, to formulate a kind of multi-dimensional Hardy–Littlewood circle method. This first paper, as indicated above, may be viewed in a more classical context.

It turns out to be convenient to study an average of the ratios conjecture. To this end, let

Iα,γ(s;X)=nXIα,γ(n)ns.

We are interested in the average over t of Iα,γI¯β,δ in the case that X=Tλ for some λ>1. (When λ<1 this average is dominated by diagonal terms.) We give two different treatments of the average of ‘truncated’ ratios:

Mα,β,γ,δ(T;X):=0ψ(tT)Iα,γ(s,X)Iβ,δ(1s,X)dt,

(where again s=1/2+it) which lead to the same answer. The first is by the ratios conjecture and the second is by consideration of the correlations of the coefficients.

In each case, we prove the following theorem.

Theorem 1.2 —

Let α,β,γ,δ be complex numbers smaller than 1/4 in absolute value. Then, assuming either a uniform version of the ratios conjecture or a uniform version of a conjectured formula for correlations of values of Iα,γ(n) (conjecture5.1, §5), we have for some η>0 and some λ>1,

Mα,β,γ,δ(T;X)=0ψ(tT)12πis=2(Bα,β,γ,δ(s+1)+(t2π)αβsBβ,α,γ,δ(s+1))Xssdsdt+O(T1η).

This shows that the ratios conjecture follows not only from the ‘recipe’ of [14,15], but also relates to correlations of values of Iα,γ(n).

2. Approach via the ratios conjecture

We have

Iα,γ(s,X)=12πi(2)Iα,γ(s+w)Xwwdw;

there is a similar expression for Iβ,δ(s,X). Inserting these expressions and rearranging the integrations, we have

Mα,β,γ,δ(T;X)=1(2πi)2w=2z=2Xw+zwzRα+w,β+z,γ+w,δ+z(T)dwdz.

We observe from expression (1.1) for the ratios conjecture that the integrand Rα+w,β+z,γ+w,δ+z is, to leading order in T, expected to be a function of z+w. We therefore make the change of variable s=z+w; now the integration in the s variable is on the vertical line ℜs=4. We retain z as our other variable and integrate over it. This turns out to be the integral

12πiz=2dzz(sz)=1s

as is seen by moving the path of integration to the left to z=. Thus, we have that Mα,β,γ,δ(T;X) is given to leading order by

12πis=4XssRα+s,β,γ+s,δ(T)ds.

We move the path of integration to ℜs=ϵ, avoiding crossing any poles, insert the ratios conjecture (1.1) (cf. the uniform version as laid out in [12]), and observe that

Bα+s,β,γ+s,δ(1)=Bα,β,γ,δ(s+1).

In this way, we have that the uniform ratios conjecture implies the conclusion of theorem 1.2.

3. Approach via coefficient correlations

We follow the methodology developed by Goldston & Gonek [5] on mean-values of long Dirichlet polynomials.

If we expand the sums and integrate term-by-term, we have

Mα,β,γ,δ(T;X)=Tm,nXIα,γ(m)Iβ,δ(n)mnψ^(T2πlogmn).

(a). Diagonal

The diagonal term is

Tψ^(0)mXIα,γ(m)Iβ,δ(m)m.

By Perron’s formula, the sum here is

12πi(2)Bα,β,γ,δ(s+1)Xssds.

(b). Off-diagonal

For the off-diagonal terms, we need to analyse

2TTmX1hX/TIα,γ(m)Iβ,δ(m+h)mψ^(Th2πm).

We replace the arithmetic terms by their average and express this as

2TTX1hX/TIα,γ(m)Iβ,δ(m+h)muuψ^(Th2πu)du.

We compute the average heuristically via the delta-method [22]:

Iα,γ(m)Iβ,δ(m+h)muq=1rq(h)Iα,γ(m)e(mq)muIβ,δ(m)e(mq)mu,

where rq(h) is the Ramanujan sum, a formula for which is rq(h)=dhdqdμ(q/d); note that to actually prove this formula would be as difficult as proving the Twin Prime conjecture. We formalize this as a precise conjecture in §5. It is this conjecture that we refer to in theorem 1.2. Now

Iα,γ(m)e(mq)mu=12πi|w1|=ϵm=1Iα,γ(m)e(mq)mwuw1dw.

Thus, the off-diagonal contribution is

2T1hX/TTX1(2πi)2|w1|=ϵ|z1|=ϵq=1rq(h)ψ^(Th2πu)uw+z2×m1=1Iα,γ(m1)e(m1/q)m1wm2=1Iβ,δ(m2)e(m2/q)m2zdwdzduu.

We make the change of variables v=Th/2πu. The inequality uX then implies that Th/2πvX or h≤2πvX/T. The above can be re-expressed as

2T01h2πvX/T1(2πi)2|w1|=ϵ|z1|=ϵq=1rq(h)ψ^(v)(Th2πv)w+z2×m1=1Iα,γ(m1)e(m1/q)m1wm2=1Iβ,δ(m2)e(m2/q)m2zdwdzdvv.

Using Perron’s formula to capture, the sum over h gives

2T01(2πi)3s=2|w1|=ϵ|z1|=ϵq=1h=1rq(h)hsψ^(v)(Th2πv)w+z2(2πvXT)s×m1=1Iα,γ(m1)e(m1/q)m1wm2=1Iβ,δ(m2)e(m2/q)m2zdssdwdzdvv.

Now

20ψ^(v)vAdvv=χ(1A)0ψ(t)tAdt.

Incorporating this formula leads us to

T0ψ(t)1(2πi)3s=2|w1|=ϵ|z1|=ϵq=1h=1rq(h)hs+2wz(Tt2π)w+z2(2πXtT)sχ(w+zs1)×m1=1Iα,γ(m1)e(m1/q)m1wm2=1Iβ,δ(m2)e(m2/q)m2zdssdwdzdt.

Hence, by theorem 1.1, this is

0ψ(tT)12πis=2(t2π)αβsBβ,α,γ,δ(s+1)Xssdsdt.

Thus, adding the diagonal and off-diagonal terms we obtain that the conjecture for the correlations of values of Iα,γ(n) also implies the conclusion of theorem 1.2.

4. Proof of theorem 1.1

First of all, we have

h=1rq(h)hA=h=1gqghgμ(q/g)hA=gqg1Aμ(qg)ζ(A)=q1AΦ(1A,q)ζ(A),

where

Φ(x,q)=pq(11px).

Using this and the functional equation for ζ, we have to evaluate

1(2πi)2|w1|=ϵ|z1|=ϵq=1qw+zs1Φ(w+zs1,q)×ζ(w+zs1)m1=1Iα,γ(m1)e(m1/q)m1wm2=1Iβ,δ(m2)e(m2/q)m2zdwdz.

We can identify the polar structure of the Dirichlet series here by passing to characters via the formula

e(mq)=dmdq1ϕ(q/d)χmod(q/d)τ(χ¯)χ(md).

Assuming GRH, the only poles near w=1 arise from the principal characters χq/d(0). Using

τ(χq/d(0))=μ(qd),

we have that the poles of m=1Iα,γ(m)e(m/q)mw are the same as the poles of

dqμ(q/d)ϕ(q/d)m=1Iα,γ(md)χq/d(0)(m)mwdw=qwdqμ(d)ϕ(d)dwm=1Iα,γ(mq/d)χd(0)(m)mw

and the principal parts are the same. We replace χd(0)(m) by edemμ(e). Thus, we have

qwdqμ(d)dwϕ(d)edμ(e)ewm=1Iα,γ(meq/d)mw.

Now we need the polar structure of

m=1Iα,γ(mr)mw

for r=qe/d.

We use a lemma from [23] which asserts that if A(w)=B(w)C(w), where A(w)=m=1 (a(m)/mw), B(w)=m=1(b(m)/mw) and C(w)=m=1(c(m)/mw) then

m=1a(mr)mw=r=r1r2m=1b(mr1)mwm=1(m,r1)=1c(mr2)mw.

We apply this identity with a(m)=Iα,γ(m), with b(m)=mα and with c(m)=μ(m)mγ. Then

m=1b(mr1)mw=r1αζ(w+α)

and

(m,r1)=1c(mr2)mw=(m,r1)=1μ(mr2)mw+γr2γ=μ(r2)r2γ(m,r)=1μ(m)mwγ=μ(r2)r2γΦ(w+γ,r)ζ(w+γ).

Now

r=r1r2μ(r2)r1αr2γ=rαr=r1r2μ(r2)r2αγ=rαΦ(γα,r).

Thus,

m=1Iα,γ(mr)mw=ζ(w+α)rαΦ(γα,r)Φ(w+γ,r)ζ(w+γ).

In particular, we see that the only pole near to w=1 is at w=1−α with residue

rαΦ(γα,r)Φ(1+γα,r)ζ(1+γα).

Inserting this with r=qe/d into the above, we now have that

Resw=1αm=1Iα,γ(m)e(m/q)mw=qα1dqμ(d)d1αϕ(d)edμ(e)eα1(qe/d)αΦ(γα,qe/d)Φ(1+γα,qe/d)ζ(1+γα)=Fα,γ(q)qζ(1+γα),

where

Fα,γ(q)=qαdqμ(d)d1αϕ(d)edμ(e)eα1(qe/d)αΦ(γα,qe/d)Φ(1+γα,qe/d)

is a multiplicative function of q. At a prime p, we have

Fα,γ(p)=pα(pαΦ(γα,p)Φ(1+γα,p)p1αp1(1pα1pαΦ(γα,p)Φ(1+γα,p)))=Φ(γα,p)Φ(1+γα,p)(1+1p1)pp1=p(p1)(Φ(γα,p)Φ(1+γα,p)1)=p(p1)((1pαγ)(1p1+αγ)1)=p(p1)(pαγ+p1+αγ)(1p1+αγ)=pαγ(1p1+αγ)=pαγ+O(1p).

With w=1−α and z=1−β, we see that our sum is

ζ(1αβs)ζ(1α+γ)ζ(1β+δ)q=1q1αβsΦ(1αβs,q)Fα,γ(q)Fβ,δ(q).

Because of Fα,γ(p)=−pαγ+O(1/p), we have

q=1q1αβsΦ(1αβs,q)Fα,γ(q)Fβ,δ(q)=ζ(1+γ+δ+s)Bα,β,γ,δ(s),

where B is an Euler product that is absolutely convergent for s near 0. We claim that Bα,β,γ,δ(s)=Aβ,−αs,γ+s,δ. This is easily seen to be equivalent to showing that

Bα,β,γ,δ(0)=Aβ,α,γ,δ.

To prove this, we first note that for j≥2 we have

Fα,γ(pj)=pjα(pjαΦ(γα,p)Φ(1+γα,p)p1αp1(p(j1)αΦ(γα,p)Φ(1+γα,p)pα1pαjΦ(γα,p)Φ(1+γα,p)))=Φ(γα,p)Φ(1+γα,p)(1p(p1)+pα1)=Φ(γα,p)Φ(1+γα,p)(1(p1)+1(p1))=0.

Now the sum of the series

j=0p(1αβ)jΦ(1αβ,pj)Fα,γ(pj)Fβ,δ(pj)

is just

1+p1αβΦ(1αβ,p)Fα,γ(p)Fβ,δ(p)=1+(11/p1αβ)p1+α+βpαγ(1p1+αγ)pβδ(1p1+βδ)=1+(11/p1αβ)p1+γ+δ(1p1+αγ)(1p1+βδ)=(11p1+γ+δ)1Bα,β,γ,δ(p)(0),

where

Bα,β,γ,δ(p)(0)=(11p1+γ+δ)(1+(11/p1αβ)p1+γ+δ(1p1+αγ)(1p1+βδ)).

The identity will be proven provided we can show that

1+(11/p1αβ)p1+γ+δ(1p1+αγ)(1p1+βδ)=(11/p1α+γ1/p1β+δ+1/p1+γ+δ)(11/p1β+δ)(11/p1α+γ).

This is equivalent to showing that

1+XCD(1X/AB)(1XC/A)(1XD/B)=(1XC/AXD/B+XCD)(1XD/B)(1XC/A),

where X=1/p; A=pα; B=pβ; C=pγ; D=pδ. This reduces to

(1XCA)(1XDB)+XCD(1XAB)=(1XCAXDB+XCD)

or

(AXC)(BXD)+XCD(ABX)=ABXCXD+XABCD,

which is easily checked.

5. Conjecture 1

We can use the results of the previous two sections to formulate the conjecture that is part of the input for theorem 1.2.

We expect Iα,γ(n)Iβ,δ(n+h) for n near u to behave on average like

q=1rq(h)1(2πi)2|w1|=ϵm=1Iα,γ(m)e(m/q)mwuw1dw|z1|=ϵn=1Iβ,δ(n)e(n/q)nzuz1dz.

The integrals over w and z are

Fα,γ(q)uαqζ(1+γα)Fβ,δ(q)uβqζ(1+δβ),

respectively. Thus, Iα,γ(n)Iβ,δ(n+h) behaves like

nαβζ(1+γα)ζ(1+δβ)q=1rq(h)Fα,γ(q)Fβ,δ(q)q2.

In particular, we expect that

n=1Iα,γ(n)Iβ,δ(n+h)nsζ(s+α+β)ζ(1+γα)ζ(1+δβ)q=1rq(h)Fα,γ(q)Fβ,δ(q)q2

is analytic in σ>σ0 for some σ0<1.

This leads us to the following conjecture.

Conjecture 5.1 —

There are numbers ϕ<1 and ψ>0 such that

nxIα,γ(n)Iβ,δ(n+h)=m(x,h)+O(xϕ)

uniformly for hxψ where

m(x,h)=1ζ(1+γα)ζ(1+δβ)q=1rq(h)Fα,γ(q)Fβ,δ(q)q2x1αβ1αβ.

6. Conclusion

In subsequent papers, we will extend this process to averages of truncated ratios with any number of factors in the numerator and denominator.

Acknowledgements

J.P.K. is grateful to the American Institute of Mathematics for hospitality during a visit, where this work started.

Appendix A

For ease of comparison with results in the literature, we give a more concrete expression for M.

First of all, we note that the Rankin–Selberg Dirichlet series has an Euler product

Bα,β,γ,δ(s)=m=1Iα,γ(m)Iβ,δ(m)ms=pj=0Iα,γ(pj)Iβ,δ(pj)pjs.

Now

j=0Iα,γ(pj)xj=1pγx1pαx=(1pγx)(1+pαx+p2αx2+)

so that

Iα,γ(pj)={pαj(1pαγ)ifj11ifj=0.

Thus,

j=0Iα,γ(pj)Iβ,δ(pj)xj=1+(1pαγ)(1pβδ)j=1p(α+β)jxj=1pβγxpαδx+pγδx1pαβx

and

m=1Iα,γ(m)Iβ,δ(m)ms=ζ(s+α+β)p(11ps+β+γ1ps+α+δ+1ps+γ+δ)=ζ(s+α+β)ζ(s+γ+δ)ζ(s+α+δ)ζ(s+β+γ)Aα,β,γ,δ(s),

where

Aα,β,γ,δ(s)=p(11/ps+γ+δ)(11/ps+β+γ1/ps+α+δ+1/ps+γ+δ)(11/ps+β+γ)(11/ps+α+δ).

Now it is an easy exercise to calculate that

Mα,β,γ,δ(T;X)=0ψ(tT)((t2π)αβ(t2πX)γ+δζ(1+α+β)ζ(1+γ+δ)ζ(1+α+δ)ζ(1+β+γ)Aα,β,γ,δ(1)+(t2π)αβζ(1βα)ζ(1+γ+δ)ζ(1β+δ)ζ(1α+γ)Aβ,α,γ,δ(1)Xγδ(γ+δ)ζ(1+α+βγδ)ζ(1+αγ)ζ(1+βδ)Aαγδ,β,δ,δ(1)+(t2π)αβ(t2πX)γ+δζ(1+γ+δαβ)ζ(1α+γ)ζ(1β+δ)(γ+δ)Aβ,γ+δα,δ,δ(1))dt+O(T1η)

for some η>0.

Authors' contributions

The authors made equal contributions to this work.

Competing interests

We are not aware of any competing interests

Funding

We gratefully acknowledge support under EPSRC Programme grant no. EP/K034383/1 LMF: L-Functions and Modular Forms. Research of the first author was also supported by the American Institute of Mathematics and by a grant from the National Science Foundation. J.P.K. is grateful for the following additional support: a grant from the Leverhulme Trust, a Royal Society Wolfson Research Merit Award, and a Royal Society Leverhulme Senior Research Fellowship, and a grant from the Air Force Office of Scientific Research, Air Force Material Command, USAF (no. FA8655-10-1-3088).

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