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On Montgomery’s pair correlation conjecture: A tale of three integrals

  • Emanuel Carneiro EMAIL logo , Vorrapan Chandee , Andrés Chirre ORCID logo and Micah B. Milinovich
Published/Copyright: February 15, 2022

Abstract

We study three integrals related to the celebrated pair correlation conjecture of H. L. Montgomery. The first is the integral of Montgomery’s function F ( α , T ) in bounded intervals, the second is an integral introduced by Selberg related to estimating the variance of primes in short intervals, and the last is the second moment of the logarithmic derivative of the Riemann zeta-function near the critical line. The conjectured asymptotic for any of these three integrals is equivalent to Montgomery’s pair correlation conjecture. Assuming the Riemann hypothesis, we substantially improve the known upper and lower bounds for these integrals by introducing new connections to certain extremal problems in Fourier analysis. In an appendix, we study the intriguing problem of establishing the sharp form of an embedding between two Hilbert spaces of entire functions naturally connected to Montgomery’s pair correlation conjecture.

Award Identifier / Grant number: DMS-2101806

Award Identifier / Grant number: DMS-2101912

Funding source: Simons Foundation

Award Identifier / Grant number: 712898

Funding source: Norges Forskningsråd

Award Identifier / Grant number: 275113

Funding statement: Emanuel Carneiro acknowledges support from FAPERJ – Brazil (grant E-26/202.693/2018). Vorrapan Chandee acknowledges support from the National Science Foundation (grant DMS-2101806), from an AMS-Simons Travel Grant, and from a Simons Foundation Collaboration Grant for Mathematicians. Andrés Chirre was supported by FAPERJ – Brazil and the Research Council of Norway (grant 275113). Micah B. Milinovich was supported by the Simons Foundation (award 712898) and the National Science Foundation (grant DMS-2101912).

A Minima of Dirichlet kernels

Complementing the discussion in Section 2.3.1, we present a brief proof of inequality (2.37). Let 𝔪 ( n ) as in (2.35) and c 0 as in (2.36).

Proposition 18.

For each n N , the following bounds hold:

2 c 0 - 2 π - 1 n 𝔪 ( n ) n 2 c 0 + 5.4935 n .

Proof.

We rewrite (2.34) as

D n ( x ) = 1 + 2 n k = 1 n cos ( x n k n ) 1 n .

Using the mean value theorem, we get, for x 0 ,

| k = 1 n cos ( x n k n ) 1 n - 0 1 cos ( x n t ) d t | = | k = 1 n cos ( x n k n ) 1 n - k = 1 n k - 1 n k n cos ( x n t ) d t |
k = 1 n | k - 1 n k n ( cos ( x n k n ) - cos ( x n t ) ) d t |
k = 1 n k - 1 n k n x n ( k n - t ) d t = x 2 .

Therefore,

(A.1) 1 n + 2 sin ( n x ) n x - x D n ( x ) n 1 n + 2 sin ( n x ) n x + x .

Let x 1 = 4.49340 be the unique real positive number such that

c 0 = min x sin x x = sin x 1 x 1 = - 0.21723 .

Plugging x n = x 1 n in (A.1), we obtain

𝔪 ( n ) n D n ( x n ) n 1 n + 2 sin ( n x n ) n x n + x n = 1 n + 2 sin ( x 1 ) x 1 + x 1 n 2 c 0 + 5.4935 n .

On the other hand, using the fact that D n ( x ) is an even periodic function with period 2 π , it follows that 𝔪 ( n ) = min x [ 0 , π ] D n ( x ) . Let ξ [ 0 , π ] be a real number where such minimum is attained. If 2 π 2 n + 1 ξ 4 π 2 n + 1 , using (A.1) we get

𝔪 ( n ) n = D n ( ξ ) n 1 n + 2 c 0 - 4 π 2 n + 1 > 2 c 0 - ( 2 π - 1 ) n .

If 6 π 2 n + 1 ξ π , using the fact that sin t 2 t π for t [ 0 , π 2 ] we have

𝔪 ( n ) n = D n ( ξ ) n = sin ( ( n + 1 2 ) ξ ) n sin ( ξ 2 ) - 1 n sin ( ξ 2 ) - π n ξ - 2 n + 1 6 n > 2 c 0 - 2 π - 1 n .

Finally, in the cases 0 ξ < 2 π 2 n + 1 or 4 π 2 n + 1 < ξ < 6 π 2 n + 1 , it is clear that D n ( ξ ) 0 , and such points will not be points where the global minimum is attained. This concludes the proof. ∎

B Hilbert spaces and pair correlation

B.1 Sharp equivalence of norms

We conclude by revisiting a result of [3], a paper that provides a study of the pair correlation of zeros of zeta via the framework of Hilbert spaces of entire functions. Let us first recall some basic terminology. For Δ > 0 we say that an entire function f : has exponential type at most 2 π Δ if, for all ε > 0 , there exists a positive constant C ε such that | f ( z ) | C ε e ( 2 π Δ + ε ) | z | for all z . Let 2 ( π Δ ) be the classical Paley–Wiener space, i.e. the Hilbert space of entire functions of exponential type at most π Δ with norm

f 2 = ( - | f ( x ) | 2 d x ) 1 2 < .

Functions in 2 ( π Δ ) have Fourier transforms supported in the interval [ - Δ 2 , Δ 2 ] (by the Paley–Wiener theorem). For a survey on such spaces, their interpolation formulas and some classical applications to analytic number theory we refer the reader to the work of J. D. Vaaler [24].

Write

d μ ( x ) = { 1 - ( sin π x π x ) 2 } d x

for the pair correlation measure and denote by 2 ( π , μ ) the normed vector space of entire functions f of exponential type at most π with norm

f L 2 ( d μ ) = ( - | f ( x ) | 2 d μ ( x ) ) 1 2 < .

Using the uncertainty principle for the Fourier transform, it was shown in [3, Lemma 12] that the vector spaces 2 ( π ) and 2 ( π , μ ) are the same (as sets), with the norms being equivalent. That is, there is a universal constant 𝐃 > 0 such that

(B.1) 𝐃 f 2 f L 2 ( d μ ) f 2

whenever f 2 ( π ) . In particular, 2 ( π , μ ) is also a Hilbert space. It should be clear that the inequality on the right-hand side of (B.1) is sharp and that there are no extremizers. In fact, given any f 0 2 ( π ) , the sequence f n ( z ) := f 0 ( z - n ) is an extremizing sequence as n . In this appendix we discuss the problem of finding the value of the sharp constant 𝐃 .

Extremal Problem 8 (EP8).

Find

(B.2) 𝐃 2 := inf f 2 ( π ) f 0 f L 2 ( d μ ) 2 f 2 2 = inf g 𝒜 0 g 0 ρ ( g ) - g ( 0 ) g ^ ( 0 ) .

Remark.

We comment briefly on the equality between the infima above, as it relates to the class 𝒜 0 defined in Section 2.1, the quantity ρ ( g ) defined in (2.1) (which is equal to (2.3) in this case), and some of the other extremal problems that have been considered in this paper. This is essentially a consequence of the Paley–Wiener theorem and Krein’s decomposition [1, p. 154]: a continuous and non-negative function g L 1 ( ) has supp ( g ^ ) [ - 1 , 1 ] if and only if it is the restriction to of an entire function of exponential type 2 π (that we keep calling g ( z ) ) and g ( z ) = f ( z ) f ( z ¯ ) ¯ for some f 2 ( π ) . The fact that we can restrict the search on the right-hand side of (B.2) to even functions comes from a standard symmetrization procedure: if g is not even, we can consider h ( x ) = 1 2 ( g ( x ) + g ( - x ) ) without affecting the ratio.

Finding the sharp forms of embeddings between function spaces is usually a rich and non-trivial problem in analysis. As we shall see, extremal problem (EP8) has a particularly intriguing answer.

Theorem 19.

We have

𝐃 2 = 1 - 1 2 π 2 θ 2 = 0.3244 ,

where 0 < θ < 1 2 is the unique solution of

( π θ ) tan ( π θ ) = 1 ( θ = 0.27385 ) .

Moreover, there is a unique (up to multiplication by a non-zero complex constant) extremal function f B 2 ( π ) such that f L 2 ( d μ ) / f 2 = D , namely

(B.3) f ( z ) = sin π ( z + θ ) π ( z + θ ) + sin π ( z - θ ) π ( z - θ ) .

The proof we present here is based of functional analysis and variational calculus considerations. We first establish the existence of an extremizer and then study the corresponding Euler-Lagrange equation that arises on the Fourier side.[4] These methods are also applicable in determining the sharp embeddings between Hilbert spaces naturally associated to families of L-functions; see [6, Appendix].

B.2 Proof of Theorem 19

B.2.1 Existence of extremizers

The first step is to show that there exists f 2 ( π ) that extremizes (B.2) (i.e. such that f L 2 ( d μ ) / f 2 = 𝐃 ). As we have argued in (B.2) and the remark thereafter, it is enough to find an extremizer in the class 𝒜 0 defined in Section 2.1 for

(B.4) 1 - 𝐃 2 := sup g 𝒜 0 g 0 - g ( x ) ( sin π x π x ) 2 d x - g ( x ) d x .

Let { g n } n 1 𝒜 0 be an extremizing sequence for (B.4), normalized so that g n 1 = 1 for all n. Hence,

- g n ( x ) ( sin π x π x ) 2 d x 1 - 𝐃 2

as n . Recall that supp ( g n ^ ) [ - 1 , 1 ] and that g n ^ = g n ^ ( 0 ) = g n 1 = 1 . Therefore g n ^ 2 2 2 g n ^ 2 2 , and we see that { g n } n 1 is a bounded sequence in 2 ( 2 π ) . By reflexivity, passing to a subsequence if necessary, we may assume that g n converges weakly to a certain g 2 ( 2 π ) . In particular,

(B.5) 1 - 𝐃 2 = lim n - g n ( x ) ( sin π x π x ) 2 d x = - g ( x ) ( sin π x π x ) 2 d x ,

and hence g 0 . Since 2 ( 2 π ) is a reproducing kernel Hilbert space, we also have the pointwise convergence

lim n g n ( y ) = lim n - g n ( x ) sin 2 π ( y - x ) π ( y - x ) d x = - g ( x ) sin 2 π ( y - x ) π ( y - x ) d x = g ( y )

for all y . Hence g is even and non-negative on . Moreover, by Fatou’s lemma, it follows that

(B.6) g 1 lim inf n g n 1 = 1 ,

which implies that g 𝒜 0 . From (B.5) and (B.6), we see that this particular g is an extremizer for (B.4).

B.2.2 Solving the Euler–Lagrange equation

For a generic 0 h 2 ( π ) let us write

(B.7) Φ ( h ) = - | h ( x ) | 2 ( sin π x π x ) 2 d x - | h ( x ) | 2 d x .

For instance, for h ( x ) = sin π x π x , we have Φ ( h ) = 2 3 . Let 0 f 2 ( π ) be a maximizer for (B.7), normalized so that f 2 = 1 . That is,

Φ ( f ) = 1 - 𝐃 2 .

In what follows let us write K 1 ( x ) = ( sin π x π x ) 2 , recalling our notation (2.23). For any function h 2 ( π ) with h 2 = 1 and h f , we have Φ ( f + ε h ) Φ ( f ) for any ε , with equality if ε = 0 . Therefore

0 = ε Φ ( f + ε h ) | ε = 0 = 2 Re ( - f ( x ) h ( x ) ¯ K 1 ( x ) d x ) .

Similarly, for ε ,

0 = ε Φ ( f + i ε h ) | ε = 0 = 2 Im ( - f ( x ) h ( x ) ¯ K 1 ( x ) d x ) .

We then conclude that

0 = - f ( x ) K 1 ( x ) h ( x ) ¯ d x = - ( f ^ * K 1 ^ ) ( α ) h ^ ( α ) ¯ d α .

Since this holds for any function h with h f in 2 ( π ) , the function f ^ must verify the following Euler–Lagrange equation:

(B.8) ( f ^ * K 1 ^ ) χ [ - 1 2 , 1 2 ] = η f ^ ,

as functions in L 2 [ - 1 2 , 1 2 ] , for some η . At this point observe that (B.8) yields

1 - 𝐃 2 = Φ ( f ) = - ( f ^ * K 1 ^ ) ( α ) f ^ ( α ) ¯ d α = η .

Hence η and we have seen that 1 > η 2 3 .

Since the left-hand side of (B.8) is continuous in [ - 1 2 , 1 2 ] , we may assume that f ^ is continuous in [ - 1 2 , 1 2 ] and hence

(B.9) ( f ^ * K 1 ^ ) ( α ) = - f ^ ( ξ ) K 1 ^ ( α - ξ ) d ξ = η f ^ ( α )

for all α [ - 1 2 , 1 2 ] . Since K 1 ^ is a Lipschitz function, the integral in (B.9) (as a function of α) is differentiable for all α ( - 1 2 , 1 2 ) . Recalling that ( K 1 ^ ) ( α ) = χ ( - 1 , 0 ) ( α ) - χ ( 0 , 1 ) ( α ) , and that supp ( f ^ ) [ - 1 2 , 1 2 ] , we have

(B.10) - - 1 2 α f ^ ( ξ ) d ξ + α 1 2 f ^ ( ξ ) d ξ = η ( f ^ ) ( α ) ( α ( - 1 2 , 1 2 ) ) .

The left-hand side of (B.10) is again differentiable in α, and an application of the fundamental theorem of calculus now yields

- 2 f ^ ( α ) = η ( f ^ ) ′′ ( α ) ( α ( - 1 2 , 1 2 ) ) .

The general solution of this linear differential equation is

f ^ ( α ) = ( A e i α 2 η + B e - i α 2 η ) χ ( - 1 2 , 1 2 ) ( α ) ,

where A , B . Plugging this back into (B.10), we find the relation

cos ( 1 2 η ) ( A - B ) = 0 .

Since η 2 3 > 2 π 2 , we have cos ( 1 2 η ) > 0 and therefore A = B 0 . Evaluating (B.9) at α = 0 , we arrive at the condition

(B.11) ( 1 2 η ) tan ( 1 2 η ) = 1 ,

that determines our η uniquely ( η = 0.67551 ). Finally, the normalization f ^ L 2 [ - 1 2 , 1 2 ] = 1 together with (B.11) yields the value | A | = ( ( 2 η + 1 ) / ( 8 η + 2 ) ) 1 2 .

In sum, our extremal function is unique (up to multiplication by a complex number) and its Fourier transform, with the substitution θ = ( 2 π 2 η ) - 1 2 , is given by

f ^ ( α ) = 2 A cos ( 2 π θ α ) χ ( - 1 2 , 1 2 ) ( α ) ,

which, by Fourier inversion, leads us to (B.3).

Acknowledgements

Part of this paper was written while Andrés Chirre was a Visiting Researcher in Department of Mathematics at the University of Mississippi. He is grateful for their kind hospitality. We thank Oscar Quesada-Herrera for the design and implementation of the search algorithms in Section 2.4 and for the numerical computation of the constant in (3.2). We are also thankful to Jonathan Bober for an independent numerical computation of the constant in (3.2), and to Dan Goldston and Mateus Sousa for some helpful comments on an early draft of the paper.

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Received: 2021-02-12
Published Online: 2022-02-15
Published in Print: 2022-05-01

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