In Notes 1, we approached multiplicative number theory (the study of multiplicative functions and their relatives) via elementary methods, in which attention was primarily focused on obtaining asymptotic control on summatory functions and logarithmic sums . Now we turn to the complex approach to multiplicative number theory, in which the focus is instead on obtaining various types of control on the Dirichlet series , defined (at least for of sufficiently large real part) by the formula

These series also made an appearance in the elementary approach to the subject, but only for real that were larger than . But now we will exploit the freedom to extend the variable to the complex domain; this gives enough freedom (in principle, at least) to recover control of elementary sums such as or from control on the Dirichlet series. Crucially, for many key functions of number-theoretic interest, the Dirichlet series can be analytically (or at least meromorphically) continued to the left of the line . The zeroes and poles of the resulting meromorphic continuations of (and of related functions) then turn out to control the asymptotic behaviour of the elementary sums of ; the more one knows about the former, the more one knows about the latter. In particular, knowledge of where the zeroes of the Riemann zeta function are located can give very precise information about the distribution of the primes, by means of a fundamental relationship known as the explicit formula. There are many ways of phrasing this explicit formula (both in exact and in approximate forms), but they are all trying to formalise an approximation to the von Mangoldt function (and hence to the primes) of the form

where the sum is over zeroes (counting multiplicity) of the Riemann zeta function (with the sum often restricted so that has large real part and bounded imaginary part), and the approximation is in a suitable weak sense, so that

for suitable “test functions” (which in practice are restricted to be fairly smooth and slowly varying, with the precise amount of restriction dependent on the amount of truncation in the sum over zeroes one wishes to take). Among other things, such approximations can be used to rigorously establish the prime number theorem

as , with the size of the error term closely tied to the location of the zeroes of the Riemann zeta function.

The explicit formula (1) (or any of its more rigorous forms) is closely tied to the counterpart approximation

for the Dirichlet series of the von Mangoldt function; note that (4) is formally the special case of (2) when . Such approximations come from the general theory of local factorisations of meromorphic functions, as discussed in Supplement 2; the passage from (4) to (2) is accomplished by such tools as the residue theorem and the Fourier inversion formula, which were also covered in Supplement 2. The relative ease of uncovering the Fourier-like duality between primes and zeroes (sometimes referred to poetically as the “music of the primes”) is one of the major advantages of the complex-analytic approach to multiplicative number theory; this important duality tends to be rather obscured in the other approaches to the subject, although it can still in principle be discernible with sufficient effort.

More generally, one has an explicit formula

for any (non-principal) Dirichlet character , where now ranges over the zeroes of the associated Dirichlet -function ; we view this formula as a “twist” of (1) by the Dirichlet character . The explicit formula (5), proven similarly (in any of its rigorous forms) to (1), is important in establishing the prime number theorem in arithmetic progressions, which asserts that

as , whenever is a fixed primitive residue class. Again, the size of the error term here is closely tied to the location of the zeroes of the Dirichlet -function, with particular importance given to whether there is a zero very close to (such a zero is known as an *exceptional zero* or Siegel zero).

While any information on the behaviour of zeta functions or -functions is in principle welcome for the purposes of analytic number theory, some regions of the complex plane are more important than others in this regard, due to the differing weights assigned to each zero in the explicit formula. Roughly speaking, in descending order of importance, the most crucial regions on which knowledge of these functions is useful are

- The region on or near the point .
- The region on or near the right edge of the
*critical strip*. - The right half of the critical strip.
- The region on or near the
*critical line*that bisects the critical strip. - Everywhere else.

For instance:

- We will shortly show that the Riemann zeta function has a simple pole at with residue , which is already sufficient to recover much of the classical theorems of Mertens discussed in the previous set of notes, as well as results on mean values of multiplicative functions such as the divisor function . For Dirichlet -functions, the behaviour is instead controlled by the quantity discussed in Notes 1, which is in turn closely tied to the existence and location of a Siegel zero.
- The zeta function is also known to have no zeroes on the right edge of the critical strip, which is sufficient to prove (and is in fact equivalent to) the prime number theorem. Any enlargement of the zero-free region for into the critical strip leads to improved error terms in that theorem, with larger zero-free regions leading to stronger error estimates. Similarly for -functions and the prime number theorem in arithmetic progressions.
- The (as yet unproven) Riemann hypothesis prohibits from having any zeroes within the right half of the critical strip, and gives very good control on the number of primes in intervals, even when the intervals are relatively short compared to the size of the entries. Even without assuming the Riemann hypothesis,
*zero density estimates*in this region are available that give some partial control of this form. Similarly for -functions, primes in short arithmetic progressions, and the generalised Riemann hypothesis. - Assuming the Riemann hypothesis, further distributional information about the zeroes on the critical line (such as Montgomery’s pair correlation conjecture, or the more general
*GUE hypothesis*) can give finer information about the error terms in the prime number theorem in short intervals, as well as other arithmetic information. Again, one has analogues for -functions and primes in short arithmetic progressions. - The functional equation of the zeta function describes the behaviour of to the left of the critical line, in terms of the behaviour to the right of the critical line. This is useful for building a “global” picture of the structure of the zeta function, and for improving a number of estimates about that function, but (in the absence of unproven conjectures such as the Riemann hypothesis or the pair correlation conjecture) it turns out that many of the basic analytic number theory results using the zeta function can be established without relying on this equation. Similarly for -functions.

Remark 1If one takes an “adelic” viewpoint, one can unite the Riemann zeta function and all of the -functions for various Dirichlet characters into a single object, viewing as a general multiplicative character on the adeles; thus the imaginary coordinate and the Dirichlet character are really the Archimedean and non-Archimedean components respectively of a single adelic frequency parameter. This viewpoint was famously developed in Tate’s thesis, which among other things helps to clarify the nature of the functional equation, as discussed in this previous post. We will not pursue the adelic viewpoint further in these notes, but it does supply a “high-level” explanation for why so much of the theory of the Riemann zeta function extends to the Dirichlet -functions. (The non-Archimedean character and the Archimedean character behave similarly from an algebraic point of view, but not so much from an analytic point of view; as such, the adelic viewpoint is well suited for algebraic tasks (such as establishing the functional equation), but not for analytic tasks (such as establishing a zero-free region).)

Roughly speaking, the elementary multiplicative number theory from Notes 1 corresponds to the information one can extract from the complex-analytic method in region 1 of the above hierarchy, while the more advanced elementary number theory used to prove the prime number theorem (and which we will not cover in full detail in these notes) corresponds to what one can extract from regions 1 and 2.

As a consequence of this hierarchy of importance, information about the function away from the critical strip, such as Euler’s identity

or equivalently

or the infamous identity

which is often presented (slightly misleadingly, if one’s conventions for divergent summation are not made explicit) as

are of relatively little direct importance in analytic prime number theory, although they are still of interest for some other, non-number-theoretic, applications. (The quantity does play a minor role as a normalising factor in some asymptotics, see e.g. Exercise 28 from Notes 1, but its precise value is usually not of major importance.) In contrast, the value of an -function at turns out to be extremely important in analytic number theory, with many results in this subject relying ultimately on a non-trivial lower-bound on this quantity coming from Siegel’s theorem, discussed below the fold.

For a more in-depth treatment of the topics in this set of notes, see Davenport’s “Multiplicative number theory“.

** — 1. Dirichlet series to the right of the critical strip — **

We begin with the (easy) theory of Dirichlet series to the right of the critical strip , which generalises the theory of Dirichlet series for real that was used in the previous set of notes.

Given any arithmetic function obeying the crude size bound

is absolutely convergent in the region to the right of the critical strip. Indeed, if for some , then we have

for any , and the claim follows by choosing so that . Note that this argument also shows that is bounded in any region of the form for any .

The partial sums are clearly holomorphic functions in on the entire complex plane , and they converge locally uniformly to on the region . Since locally uniform limits of holomorphic functions are holomorphic (Corollary 11 of Supplement 2), we conclude that is holomorphic on .

If obey the crude size bound (7), then so does the Dirichlet convolution (see Exercise 24 of Notes 1). A simple application of Fubini’s theorem then gives the fundamental identity

in the region . Also, by carefully differentiating (8) in we obtain the additional identity

in the same region, where is the logarithm function .

From (9), (10) we can express the Dirichlet series of many basic arithmetic functions of number-theoretic interest in terms of the Riemann zeta function, at least in the region :

- By definition, . Since , we conclude from (9) that .
- Clearly . By (9) and the Möbius inversion formula , we conclude that . (In particular, has no zeroes in the region .)
- From (10), we have . By (9) and the basic identity , we conclude that .
- From (10), we see that has a derivative of . For real , we already saw (see equation (21) of Notes 1) that this expression was equal to . Thus we see that is a branch of the complex logarithm of to the right of the strip, so we write (by slight abuse of notation) in this region.

Exercise 3

- (i) Show that in the region .
- (ii) Define the Liouville function by setting whenever is the product of (not necessarily distinct) primes for some . Show that in the region .

Exercise 4Let be the higher order von Mangoldt functions (equation (65) from Notes 1). Show that in the region , where is the -fold derivative of .

Exercise 5 (Uniqueness for Dirichlet series)

- (i) Let be two arithmetic functions obeying (7), such that on the region . Show that . (
Hint:if , obtain an asymptotic for as along the reals.)- (ii) Use this uniqueness to give an alternate proof of the identity for (equation (66) from Notes 1).
- (iii) Use this uniqueness to give an alternate proof of the Diamond-Steinig identities (Exercise 64 from Notes 1).

Now we establish some crude bounds on Dirichlet series in the region . We will use the following simple application of the triangle inequality: if and are arithmetic functions obeying (7) with for all , and for some and , then

for all , and hence

In practice, one can use the estimates from Notes 1 to bound . For instance, from Exercise 10 of those notes we have

for all with and (the second bound arising from the trivial upper bound ).

We can often obtain matching lower bounds to these upper bounds when is close to by a number of means. For the Riemann zeta function, one can use the bound

for continuously differentiable (see Exercise 11 from Notes 1), which after a brief calculation gives

for and . A similar calculation also gives

for and sufficiently close to ; note that these three estimates were already established in Notes 1 under the additional hypothesis that was real. One can view (13) as a crude version of the heuristic (4), in which the role of the zeroes is neglected. When controlling for a multiplicative function obeying (7), one can also exploit the Euler product formula

which remains valid in the domain . For instance, under the hypotheses of Theorem 27 of Notes 1, we have

for and , as can be seen by an inspection of the proof of Theorem 27(i).

Exercise 6By using the Selberg symmetry formula (equation (67) from Notes 1), show thatwhenever with and .

We can obtain better estimates for the zeta function and its relatives once we have some analytic continuation of these functions to the critical strip. However, even before we do so, we can still control various weighted sums of arithmetic functions in terms of integral combinations of the Dirichlet series . This can be achieved by the following formula:

Proposition 7 (Parseval-type formula)Let obey (7), and let be a twice continuously differentiable, compactly supported function. Then for any , one haswhere is the Fourier transform of extended to the complex plane, defined by the formula

for . The integral on the right-hand side of (14) is absolutely integrable.

The formula (14) is similar to the Parseval-type identity

for suitably “nice” functions (see Corollary 32 from Supplement 2). Indeed, one could view as the Fourier transform of the Radon measure , which (formally, at least) yields (14) from the Parseval identity. However we will not adopt this measure-theoretic viewpoint explicitly here.

*Proof:* From Exercise 28 of Supplement 2, we have the bounds

which, together with the boundedness of on , makes the integral in (14) absolutely integrable as claimed. The same bounds allow one to invoke Fubini’s theorem and rewrite the right-hand side of (14) as

which we rearrange as

By the Fourier inversion formula (Theorem 30 from Supplement 2), this simplifies to

and the claim follows.

Remark 8The uncertainty principle in Fourier analysis tells us (heuristically, at least) that if we want the function to exhibit non-trivial oscillation at the scale , then the Fourier transform has to spread out over an interval of size . In particular, if we want to use (14) to investigate fine scale structure of on intervals such as , then one expects to need control on the associated Dirichlet series in which the imaginary part of can be as large as in magnitude. Thus, Fourier analysis gives us the insight that the extent to which one can extend control of the Dirichlet series away from the real axis determines the finest scale of that one can hope to control. For instance, the prime number theorem allows one to counting primes in regions such as , and so should need control of on the entire right edge of the critical strip. Conversely, numerical verification of the Riemann hypothesis that establishes zero free regions for for imaginary parts up to some finite threshold should yield effective substitutes for the prime number theorem that are able to count primes in intervals such as .

The most powerful applications of the Parseval-type formula (14) occur when has a meromorphic continuation into the critical strip (or beyond), allowing one to shift in the right-hand side of (14) to the left of (picking up various terms from residue calculus along the way). But one can still obtain some useful estimates on various summatory functions involving even without such meromorphic continuations; in particular, just by using asymptotics near (and to the right of) such as (13), we can recover estimates of strength comparable to Mertens’ theorems. Here is a basic example, using only the asymptotic (13):

Proposition 9 (Crude Mertens-type theorem)Let be a continuously twice differentiable compactly supported function. Then for , one has

This estimate is weaker than the Mertens’ theorems from Notes 1. However, later in these notes we will be able to improve the error term in this proposition if is smoother, by using a more accurate asymptotic expansion than (13). One should also compare (16) to the heuristic (2) (again neglecting the role of the zeroes).

*Proof:* Since to the right of the critical strip, we can apply Proposition 7 and rewrite the left-hand side of (16) as

where is arbitrary.

A convenient choice of here is ; this is about as far as one can push to the right (in order to get the best use out of the estimate (11)) before the shift to becomes problematic. (Compare with *Rankin’s trick*, discussed in Notes 1.) In view of (13), it is natural to consider the expression

To compute this expression, we write

and interchange integrals by Fubini’s theorem. From the Fourier inversion formula (Theorem 30 from Supplement 2) and a change of variables one has

so (17) simplifies to the expected main term in (16). It thus suffices to show that

By (13), we can bound in magnitude by when is smaller than some absolute constant . For , we instead use (11) to bound this quantity by . Meanwhile, from Exercise 28 of Supplement 2 we have the bounds

Putting these bounds together, we obtain the claim.

Remark 10In Notes 4 we will use a similar method to that used to prove Theorem 9 to estimate sums such aswhere is the least common multiple of , and is a smooth compactly supported function; such expressions will arise naturally when we turn to the topic of sieve theory.

A classical limiting case of Proposition 7 is Perron’s formula:

Exercise 11 (Perron’s formula)Let obey (7). For any non-integer and any , show thatwhere the integral is a contour integral along the line segment . What happens when is an integer?

In practice, the presence of the limit in (18) is inconvenient, and one usually works with smoothed or truncated version of this formula. Proposition 7 can be viewed as a smoothed version of Perron’s formula. Now we establish a truncated version:

Proposition 12 (Truncated Perron’s formula)Let be such that for all , and let . Then

One can sharpen the factor here slightly, but we will not need such improvements here. The condition can also be relaxed (at the cost of worsening the error term accordingly); we leave this as an exercise to the reader.

*Proof:* By perturbing we may assume that is not an integer. We will assume temporarily that vanishes at the nearest integer to , and remove this hypothesis later. In view of (18), it suffices by dyadic decomposition to show that

By Fubini’s theorem, the left-hand side may be written as

On taking absolute values, we see that

and in particular for . On the other hand, from integration by parts we have

and thus on taking absolute values

In particular we have

for , and

for . We may thus upper bound (20) using the vanishing of at by

Note that as , we can lower bound by , and so we can also replace the first argument of the minimum here by instead of . The claim now follows from Lemma 2 of Notes 1.

We now have to remove the hypothesis that vanishes by . By linearity it suffices to address the case where is supported solely at . But then , and by shifting the contour to an appropriate semicircle we also see that , and the claim follows.

** — 2. Meromorphic continuation into the critical strip, and the (truncated) explicit formula — **

To get the most use out of Perron-type formulae, we have to extend Dirichlet series such as the Riemann zeta function meromorphically into the critical strip . Not every Dirichlet series with coefficients obeying (7) has such a meromorphic extension; roughly speaking, the existence of such an extension is morally equivalent to having asymptotic formulae for sums such as or whose error term is better than what one can obtain just from (7).

To extend the zeta function into the critical strip, we will use (12), which gives the bound

whenever and for some , with . (The error term is a bit crude, particularly when has large imaginary part; we will obtain better estimates in later notes.) From Lemma 5 of Notes 1, this implies that we can find a (unique) complex number such that

for all and for some and with . For , this definition of agrees with the prior definition of the Riemann zeta function in this range; it also is consistent with the quantity defined for in Section 1 of Notes 1.

From (21) we also observe the conjugation symmetry

for any in . (Indeed, from the unique continuation property for meromorphic functions, this property is automatic for any meromorphic function on a connected domain symmetric around the real axis, which is real on the real axis.)

Observe that the function has a removable singularity at (it approaches at that value of ). From (21), we see that on the region , the function is the locally uniform limit of the functions , which are holomorphic on this region once the removable singularity at is removed. We conclude that is holomorphic in this region (after removing the singularity at ), and hence is meromorphic in this region, with a simple pole at and no other poles. In particular, we have the Laurent expansion

for any natural number and all sufficiently close to , where are complex coefficients. Differentiating, we also see that

for any natural number and all sufficiently close to , where are further complex coefficients. This refines the bound (13).

Exercise 13Show that and , where is Euler’s constant. (This appearance of in analytic number theory is largely unrelated to the appearance of type factors in Notes 1.)

Exercise 14Prove the following generalisation of Proposition 9: if is a continuously -times differentiable compactly supported function for some , then for , one hasfor some complex coefficients depending on . (

Hint:repeat the proof of Proposition 9, but use (23) in place of (13).)

Remark 15Note that the error term in the above exercise improves as gets smoother, and in fact becomes significantly better than the type of error terms appearing in the elementary approach when is smooth enough (a special case of the “smoothed sums” philosophy in analysis). Thus we see a contrast between the elementary and complex-analytic methods; the latter approach can provide superior error terms, but also has a preference for smoother sums than the roughly truncated sums that are the main focus of the elementary methods.

From (21) with , we also have the crude bound

in the region . While this is quite a crude bound, it implies a decent upper bound on the log-magnitude of , namely that

whenever and . This, combined with Jensen’s formula, gives a useful upper bound on the density of zeroes of :

Proposition 16 (Crude upper bound on zeta zeroes)For any and , there are at most zeroes of (counting multiplicity) in the region .

*Proof:* We may assume that (say), since for the claim follows from the discrete nature of the zeroes of a meromorphic function. We may also take small, say .

Consider the disk of radius centred at for some . By (11), we have at the centre of the circle, while from (25) one has on the boundary of the circle. By Jensen’s formula (Theorem 16 from previous notes), this implies that there are at most zeroes in the disk of radius (say) centred at . Since the region can be covered by such disks, the claim follows.

Remark 17It will be convenient in the following discussion to adopt the convention that all sums over zeroes of (or of other -functions) are counted with multiplicity; thus for instance a double zero would contribute twice to such a sum. Indeed, one can think of a zero of order as being a limiting case of simple zeroes that are extremely close together (cf. Rouché’s theorem or Hurwitz’s theorem in complex analysis), which helps explain why such zeroes are always counted with multiplicity. It is conjectured that the zeroes of the Riemann zeta function (or of any -function) are all simple, but this claim looks hopeless to prove using current methods; the problem is that it is nearly impossible for analytic methods to distinguish between a repeated zero, and a pair of simple zeroes that are extremely close together, and we currently do not have good methods to exclude the latter from occurring at least once.

Remark 18As a corollary of Proposition 16, we see that the number of zeroes of in the region is for any . Once we establish the functional equation for , we will be able to match this upper bound with a comparable lower bound, and also set to zero; see Supplement 3.

This gives an approximate formula for the log-derivative of zeta in terms of the nearby zeroes:

Proposition 19 (Approximate formula for log-derivative of zeta)For any , we havewhenever and .

This proposition should be viewed as a local version of the heuristic (4).

*Proof:* To eliminate the pole at , it is convenient to work with the modified function , which is holomorphic in after removing the singularity at , and our task is now to show that

whenever and .

As in the previous proposition, consider the disk of radius centred at . From (11) we have in the centre of this disk, and from (25) one has on the boundary of the disk. The claim now follows from Theorem 21 of Supplement 2 (using Proposition 16 to remove the contribution of zeroes further than from ).

Among other things, this proposition gives good control on the size of the log-derivative on average, which will be useful in figuring out how to shift a contour without encountering the large values of too often:

Corollary 20 (Local integrability of log-derivative)For any and , we have

*Proof:* We apply Proposition 19. The contribution of the error term is clearly acceptable. Because is a locally integrable function on the complex plane, we see that the term contributes a factor of to the required integral, and every zero within of also contributes . The claim now follows from Proposition 16.

Now we can apply the truncated Perron’s formula with contour shifting to obtain a truncated explicit formula for the von Mangoldt summatory function:

Theorem 21 (Truncated von Mangoldt explicit formula)For any and , we have

The error terms here can be improved a little, particularly once one uses the functional equation for ; see Supplement 3. However, the current form of the formula already suffices for many applications. This theorem should be compared with (2).

*Proof:* From Corollary 20 and the pigeonhole principle, we may find such that

for either choice of sign (note that this implies that the horizontal lines avoid all the poles of ). (One could use (22) here to eliminate the need to consider a sign , but it is not necessary to do so here.) On the other hand, from Proposition 12 we have

Observe that on the half-space , the meromorphic function has a pole at with residue , and poles at every zero of with residue (multiplied by the multiplicity of the zero), with no other poles. By the residue theorem (Exercise 13 of Supplement 2) applied to the boundary of the rectangle for some to be chosen shortly, with avoiding the poles of , and using (26) to bound the upper and lower limits of integration, we thus have

Now, from Corollary 20, and integrating from to , we have

where . Thus by the pigeonhole principle we may find where

where , and so the contour integral in (27) is . Using Proposition 16, the contribution to of those zeroes with is , and of those zeroes with is . The claim follows.

Exercise 22 (Smoothed explicit formula)Let be a smooth, compactly supported function. Then for any and , show thatwith the sum on the right-hand side being absolutely convergent. (

Hint:use Proposition 7 and contour shifting.) This exercise should be compared with (2).

Theorem 21 allows one to use zero-free regions of the Riemann zeta function to improve the error term in the prime number theorem:

Corollary 23 (Zero-free region controls von Mangoldt summatory function)Let and , and suppose that there are no zeroes of in the rectangle . Then one hasfor all .

*Proof:* Apply Theorem 21 with . (As is bounded away from zero, the implied constant is uniformly bounded in .)

In fact, we have a fairly tight relationship between zero-free regions and error terms. Here is one example of this:

Proposition 24Let . Then the following assertions are equivalent:

- (i) One has as .
- (ii) One has for all .
- (iii) All the zeroes of have real part at most .

*Proof:* Clearly (ii) implies (i). If (iii) holds, then by applying Corollary 23 with , we obtain (ii).

Finally, suppose that (i) holds. For , we see from Fubini’s theorem that

and thus

By (i) and Morera’s theorem, the integral on the right-hand side extends holomorphically to the region , and so by unique continuation cannot have any poles in this region other than at . This implies (iii).

Remark 25Proposition 24 illustrates a remarkable “self-improving” property of estimates on the von Mangoldt summatory function: a weak bound of the form , if true in the asymptotic limit , automatically implies the stronger bound for any given (and in fact the implied constant in the conclusion depends only on , and not on the decay rate in the hypothesis). This is due to the special structure of this summatory function , as revealed by the explicit formula, which limits the range of possible asymptotic behaviours of this function, and in particular gives some control on a given value of this function at some choice of in terms of its values at much larger choices of . (Compare with the following easy example of a self-improving property: if is a natural number and is a polynomial with as , then for all .)

Exercise 26Give an alternate proof that (i) implies (iii) in Proposition 24 that uses Theorem 21 (with set to a large power of ), as well as an inspection of the asymptotics of the expressionas , where is a zero of and is a smooth compactly supported bump function. (The point is that expression isolates the effect of the single zero in the von Mangoldt explicit formula.) Give a similar derivation that uses Exercise 22 instead of Theorem 21.

Exercise 27 (Truncated Landau explicit formula)Let and , and let for some be such that is not a zero or pole of . Show that

Unfortunately, none of the statements in Proposition 24 are known to hold for any positive . The infamous Riemann hypothesis asserts that the statements in Proposition 24 hold for as large as :

Conjecture 28 (Riemann hypothesis)All the zeroes of have real part at most .

Remark 29This is not quite the traditional formulation of the Riemann hypothesis, which asserts instead that all the zeroes of on the critical strip lie on the critical line . However, the two formulations are logically equivalent, once one possesses the functional equation; see Supplement 3.

From the above proposition, we see that the Riemann hypothesis is equivalent to the quite strong estimate

on the von Mangoldt summatory function for all . This already gives a “near miss” to Legendre’s conjecture that there exists a prime between and for any :

Exercise 30 (Conditional near-miss to Legendre’s conjecture)Assume the Riemann hypothesis. Show that there exists a constant such that there exists a prime between and for any .

We remark that Cramér reduced the term here to a , however no further improvement is known if one “only” assumes the Riemann hypothesis. (But one can shave the further to if one additionally assumes a form of the Montgomery pair correlation conjecture, a result of Goldston and Heath-Brown.) In Notes 6 we will discuss some weaker near-misses to Legendre’s conjecture that are not conditional on unproven statements such as the Riemann hypothesis, by replacing the notion of zero-free region with the weaker, but somewhat comparable in power, notion of a *zero-density theorem*.

There is a limiting case of Proposition 24, due to Wiener:

Proposition 31 (Equivalent forms of prime number theorem)The following assertions are equivalent:

- (i) One has as .
- (ii) All the zeroes of have real part strictly less than one.

*Proof:* First suppose that (ii) fails but (i) holds, so has a zero at for some non-zero . Then has a simple pole at with residue at most , and so

as , or in other words

However, from Fubini’s theorem we have

Applying (i), we soon conclude that

as , giving the required contradiction.

Now suppose that (ii) holds. We apply Exercise 22 with (say) to obtain

as , for any smooth compactly supported independent of . By (ii), each individual term is . Since the zeroes are discrete, we thus have

for any independent of . To control the remaining portion of the sum, we crudely bound and (using Exercise 28 of Supplement 2) and use Proposition 16 to conclude that

and thus on sending to infinity and expanding out ,

Letting be an upper or lower approximant to , we conclude that

and (i) follows by a telescoping argument.

Some of the above discussion involving the von Mangoldt function has an analogue involving the Möbius function, although it is more difficult to use the residue theorem to obtain a useful explicit formula because the residues of are significantly less well understood than that of . Nevertheless, one can still use other complex analytic tools, such as Taylor expansion, to get some weaker statements. We give some examples of this in the exercises below.

Exercise 32Suppose that the conclusions of Proposition 24 hold for some .

- (i) For any , show the bounds
if with and . If (say), improve this to

- (ii) Show that there is a branch of the logarithm of that is holomorphic in the region , and obeying the bounds
and

for all , and , where denotes the -fold derivative of . (

Hint:use the generalised Cauchy integral formulae, see Exercise 9 of Supplement 2. Note that one may have to control the imaginary part of in addition to the real part.)- (iii) Show that for any , we have
if with and sufficiently large depending on . (

Hint:Taylor expand around using the bounds from (ii), possibly with a different choice of .)

Exercise 33Let . Show that the conclusions (i)-(iii) of Proposition 24 are equivalent to the assertion

- (iv) as .
(

Hint:apply the truncated Perron formula to and shift the contour, using the preceding exercise to control error terms.) In particular, we see that the Riemann hypothesis is equivalent to the assertion thatas .

Exercise 34Show that the Riemann hypothesis implies the Lindelöf hypothesis that as .

Exercise 35Let be a natural number, and let be a multiplicative function obeying the bounds for all primes , and such that for all primes and .

- (i) Show that has a meromorphic continuation to the half-space , which has a pole of at most order at but no other poles. (
Hint:use Euler products to factor as the product of and a function holomorphic in this half-space.) Also show that when with and .- (ii) Show that
for all and some depending only , where is a polynomial with leading term , where the singular series was defined in Theorem 27 of Notes 1. (

Hint:modify Proposition 12 to deal with the fact that is only bounded by rather than by , apply it with a small power of , then shift the contour.) Note that this refines Theorem 27(iii) from Notes 1, and also generalises Exercise 32 from those notes.

** — 3. The prime number theorem — **

We are now finally ready to prove the prime number theorem (3), first established by Hadamard and de la Vallée Poussin. In view of Proposition 31, the task comes down to excluding the possibility that a zero

occurs on the line for some . Note that cannot be zero, as has a pole at .

The basic point here is that such a zero implies a “conspiracy” between the von Mangoldt function and the multiplicative function , in that the two functions correlate or “pretend” to be like each other in a certain sense. Indeed, if has a zero of some positive order at , then the log-derivative has a simple pole with residue at , so in particular

for sufficiently close to . We rewrite this as

On the other hand, from (13) (and (11), when is large) one has

and sending , we already obtain a contradiction if ; thus we have shown that there are no zeroes of multiplicity two or higher on the line . In the case of a simple zero , we have not yet obtained a contradiction; but observe that in this case, the triangle inequality (30) is close to being attained with equality. Intuitively, this implies that on most of the support of , that is to say that for “most” primes . To make this precise, we add (28) to (29) and then take real parts to conclude that

as . In probabilistic terms, if one selects a natural number at random using the probability density , divided by the quantity to normalise the total probability to be one, then the random variable converges in to zero. (Note that we are implicitly using the non-negative nature of in order to access this probabilistic interpretation.)

Following Hadamard, we exploit the following basic observation: if , then . To use this observation quantitatively, it is convenient (following Mertens, who simplified the original argument of Hadamard) to exploit the trigonometric inequality

for any (which follows from the identity ), which implies that

Inserting this inequality into (31), we conclude that

and hence by (29)

This implies that has a pole at with residue , and so must have a simple pole at . But the only pole of is at , and is non-zero, giving a contradiction. Thus there are no zeroes of on the line , and the prime number theorem follows thanks to Proposition 31.

The key inequality (32) is often written as , or . In particular, we have

which on multiplying with and summing gives the useful inequality

for any and . Integrating this in from (noting that as for any fixed ) gives the variant

(One can also obtain this inequality directly from (34) by multiplying by , summing, then exponentiating; we leave the details to the interested reader.) This variant gives a slightly different way to interpret the above proof of the prime number theorem: has a simple pole at , and no pole at , so from (36) the maximum order of zero it can have at is . But the order must be an integer, and so one cannot have a zero of any positive order.

Exercise 36Use the Selberg symmetry formula (equation (67) from Notes 1) to obtain the asymptoticsand

and

as , for any fixed . By using the bound , conclude that

and use this to give an alternate proof of the prime number theorem. (This argument is related, though not completely identical, to the Erdös-Selberg elementary proof of the prime number theorem, which we will not give here.)

Remark 37Another heuristic way to see the lack of zeroes on the line is to return to the explicit formula (1). If there was a zero at , there would also be a zero at thanks to the conjugation symmetry (22), and henceIn particular, should behave like or less on the average in the region where (which would imply that other powers are also comparable to if is an integer multiple of , or else oscillate “orthogonally” to ). But is non-negative, which heuristically suggests a contradiction. One can interpret the arguments based on (34) above as a rigorous implementation of this heuristic argument.

We have now established that the Riemann zeta function has no zeroes on the line . Since the zeroes of are discrete, this implies a *qualitative* zero-free region to the left of this line, in the sense that there is an open neighbourhood of this line that is free of zeroes of . However, for applications (such as Corollary 23), we need a more quantitative zero-free region. To do this, we return to the bound in Proposition 19 as a quantitative substitute for the bound (28). We specialise to the case where with and , and set (say). In this case, the term is , and we conclude that

Observe that as all the zeroes have real part at most , the quantity has non-negative real part. Thus we have

whenever and . If there is a zero of with the same imaginary part as , with , then we have the improvement

(note that the term is only of size and thus negligible if ). This now gives

Proposition 38 (Classical zero-free region)There exists an absolute constant such that there are no zeroes of in the region

*Proof:* Let be a small constant to be chosen later. Suppose for contradiction that one has

for some and . As has a simple pole at , there are no zeroes in a neighbourhood of , and so one has if is small enough. For any , we conclude from (39) that

while from (38) one has

and from (13) one has

Inserting these bounds into (35), we conclude that

for any . Setting for a sufficiently large absolute constant (actually suffices), we still have if is small enough, and the left-hand side is equal to

For large enough, is negative, we contradict the hypothesis if is small enough.

We can insert this zero-free region into Corollary 23, optimising the choice of parameters, to obtain a quantitative form of the prime number theorem, first obtained by de Vallée Poussin:

Corollary 39 (Prime number theorem with classical error term)We havefor all and some absolute constant . In particular, one has

for any and .

*Proof:* Apply Corollary 23 with and for some small absolute constant ; this choice of parameters is designed to roughly balance the size of two error terms in that corollary, which is usually a near-optimal way to choose parameters. The required zero-free region follows from Proposition 38 if is small enough, and the claim then follows (noting that logarithmic factors can be absorbed into the decay factors by shrinking slightly).

Exercise 40 (Alternate form of prime number theorem)Show that for any , the number of primes less than or equal to obeys the estimatefor some absolute constant , where the logarithmic integral is defined by the formula

Conclude in particular that

for all ; in particular, the simple form of the prime number theorem is not particularly accurate, and one should use the refined version instead (or better yet, work with the von Mangoldt function).

Exercise 41 (Prime number theorem for Möbius)Show that there is an absolute constant such that one has the boundsand

whenever and . Conclude the alternate form

of the prime number theorem with classical error term for all and some .

Exercise 42 (Landau-Beurling prime number theorem)Letbe a set of real numbers, which we refer to as

Beurling primes. Define aBeurling integerto be a real number of the formfor some and ; note that due to potential collisions between different products of Beurling primes, it is possible for a real number to be a Beurling integer in multiple ways. Let and denote the sets of Beurling primes and Beurling integers respectively. If we have the asymptotic bound

for all and some absolute constant , establish the

Landau-Beurling prime number theoremfor all and some absolute constant ; this generalises Exercise 40. (

Hint:form the Beurling zeta function and show that it has a meromorphic continuation to the region , and obeys the bounds for , , and . Then repeat the proof of the prime number theorem, all the way down to Exercise 40.) This result is essentially due to Landau; Beurling was able to obtain a variant in which the hypothesis (40) and conclusion (41) were both weakened. On the other hand, it was shown by Diamond, Montgomery, and Vorhauer that without any further axioms on Beurling integers beyond (40), it is not possible to improve upon the estimate (41) (other than by sharpening the constant ). Thus, to go beyond the prime number theorem with classical error term, one needs to know more about the natural numbers than just that they are roughly uniformly distributed on the positive real axis in the sense of (40).

In Notes 5, we will obtain better upper bounds on in the critical strip (and particularly near the line ) that improve upon (24). This will allow us to obtain variants of Proposition 19 near the line in which the error term is replaced with a smaller quantity. The argument based on (35) will then allow us to enlarge the classical zero-free region in Proposition 38, which in turn leads to an improved error term in the prime number theorem. The asymptotically strongest such result is due to Vinogradov and Korobov, who use new upper bounds on to obtain a zero-free region of the form

for some , which leads to the prime number theorem

for some and all ; see the exercise below. This still falls short of the claims in Proposition 24 for any fixed , however it is important for some applications (e.g. finding primes in short intervals) to get some improvement over the classical zero-free region in Proposition 38.

Exercise 43

- (i) Establish the upper bound
whenever and for an absolute constant . (

Hint:apply (21) for a suitable choice of .)- (ii) Assume that the upper bound (44) in fact holds in the larger region where and for some absolute constant . (This bound, essentially due to Vinogradov and Korobov, will be rigorously established in Notes 5.) Conclude the variant
of (37), whenever with and , and is an absolute constant.

- (iii) With the assumption in (ii), establish a zero-free region of the form (42).
- (iv) Assuming a zero-free region of the form (42), deduce (43).
- (v) What happens if one starts only with the bound in (i), rather than in (ii)?

** — 4. Dirichlet -functions, Siegel’s theorem, and the prime number theorem in arithmetic progressions — **

We now extend the above theory of the Riemann zeta function to Dirichlet -functions , where is a Dirichlet character of some period . As already remarked in Remark 1, the theory of such functions is very similar to that of the zeta function, with the character being like a “non-Archimedean” counterpart of the “Archimedean” character . However, there is one key new feature, which is that the behaviour near is not completely understood when is a real character.

For , the Dirichlet -functions are defined as , thus

By the general theory of Dirichlet series, this is an analytic function on the half-space . Since and , we then have

and

where the derivative is always understood to be with respect to the variable. In particular, we have the analogue of (11):

whenever with and . In particular, has no zeroes in the region .

We also have the Euler product

If is a principal character, thus , then we may compare this Euler product with the corresponding Euler product of the Riemann zeta function, and conclude that

The product extends analytically to the entire complex plane, and has no zeroes in the region , so this -function has a meromorphic extension to with exactly the same zeroes and poles as .

The more interesting situation occurs when is non-principal. In particular, it has mean zero on every interval of length . This gives a bound on slowly varying sums of (cf. Lemma 71 of Notes 1):

Exercise 44Let be a non-principal Dirichlet character of period , let , and let be a continuously differentiable function. Show thatIf is principal, show instead that

Using this exercise, we see that

whenever with . By Lemma 5 of Notes 1, we conclude that for any such , there is a unique complex number such that

for any . In particular, the partial sums converge locally uniformly to on the half-space , and so is holomorphic on this region. This is similar to , but with the key difference that there is no longer any pole at .

Setting in (48), we obtain the crude bound

when with . Taking logarithms, we have

One can then repeat much of the arguments in Section 2 with few changes (other than replacing logarithmic factors such as with instead, and removing the effect of a pole at ):

Exercise 45Let be a non-principal character of period .

- (i) (Crude upper bound on -function zeroes) For any and , show there are at most zeroes of in the region . (As with , zeroes of are always understood here to be counted with multiplicity.)
- (ii) (Approximate formula for log-derivative of -function) For any , show that
whenever and . Here and in the rest of this exercise, the sum is over the zeroes of .

- (iii) (Local integrability of log-derivative) For any and , show that
- (iv) (Truncated twisted von Mangoldt explicit formula) For any and , show that
(Compare with (5).)

- (v) (Smoothed twisted explicit formula) Let be a smooth, compactly supported function. Then for any and , show that
with the sum on the right-hand side being absolutely convergent. (Again, compare with (5).)

- (vi) (Zero-free region controls twisted von Mangoldt summatory function) Let and , and suppose that there are no zeroes of in the rectangle . Then show that
for all .

Exercise 46Let be a non-principal character of period , and et . Show that the following assertions are equivalent:

- (i) One has as .
- (ii) One has for all .
- (iii) All the zeroes of have real part at most .

Based on this exercise, it is now natural to generalise the Riemann hypothesis:

Conjecture 47 (Generalised Riemann hypothesis)Let be a Dirichlet character. Then all the zeroes of have real part at most .

Given that the Riemann hypothesis (RH) remains unsolved, the stronger assertion of the generalised Riemann hypothesis (GRH) is also unsolved. (But later on we will establish the Bombieri-Vinogradov theorem, of major importance in sieve theory, which can be viewed as a kind of assertion that the generalised Riemann hypothesis holds “on average” in a certain technical sense.

Exercise 48Assume the Generalised Riemann hypothesis. Show thatfor all primitive congruence classes and all .

Exercise 49 (Equivalent forms of twisted prime number theorem)Let be a non-principal Dirichlet character. Show that the following assertions are equivalent:

- (i) One has as .
- (ii) All the zeroes of have real part strictly less than one.
This exercise should be compared with the derivation of Dirichlet’s theorem (Theorem 70 from Notes 1) from the non-vanishing of (Theorem 73 from Notes 1).

Now we obtain zero-free regions for for a Dirichlet character of period . From the Mertens trigonometric inequality (32) we have

where is the principal character of period ; equivalently, we have

Multiplying by for some and summing, we obtain a twisted version of (35),

for any and . Integrating this in from gives a twisted version of (36):

We can now strengthen Dirichlet’s theorem (Theorem 65 from Notes 1):

Exercise 50 (Prime number theorem in arithmetic progressions)

- (i) For any Dirichlet character , show that has no zeroes on the line . (You will need Theorem 73 from Notes 1 to deal with the case.)
- (ii) For any primitive residue class , show that
as (keeping and fixed). (The decay rate in the notation may depend on and .)

- (iii) For any primitive residue class , show that the number of primes in less than is as (keeping and fixed).

Next, we obtain the analogue of the classical zero-free region (Proposition 38), though with an important exception due to the lack of control near :

Proposition 51 (Classical zero-free region for -functions)There exists an absolute constant such that, for any Dirichlet character of period , there are no zeroes of in the regionwith the possible exception of a single real zero (which we refer to as an

exceptional zeroorSiegel zero). The exceptional zero can only occur if is a non-principal real character.

*Proof:* We may assume that is non-principal, since otherwise the claim follows from Proposition 38. In particular, .

Let be a small constant to be chosen later, and let be sufficiently small depending on .

First suppose that is a complex character, so that is non-principal. Suppose first that we have for some and . From Exercise 45(ii) and taking real parts, we have

for any . Similarly, because is non-principal, we have

while from (45) we have

Applying (51), we conclude that

Setting for (say) , we obtain a contradiction with small enough. This completes the proof of the proposition when is complex.

Now suppose that is a real character, so that . We can adapt the previous argument, but need a new tool to estimate . By (46) we have

We crudely bound

and then apply Proposition 19 and take real parts to conclude that

Applying (51) as before, we conclude that

As before, we set and conclude that

If , then (say) if is small enough, leading again to a contradiction. Thus the only remaining case is when is real and .

We now show that there is at most one zero of in the region . If there are two such zeroes , then from Exercise 45(ii) and taking real parts we have

comparing this with (45), we conclude that

If we set (say), we obtain a contradiction if is small enough.

As is real, we have the conjugation symmetry

and so if is a zero of , then is one also. Thus there can be no strictly complex zeroes in the region , and at most one real zero; and the claim follows. (From Theorem 73 from Notes 1, cannot equal , and from (45) there are no zeroes to the right of .)

The exceptional zero in the above theorem is quite a nuisance; if one believes in the generalised Riemann hypothesis, it should not exist, but frustratingly, we have not been able to completely exclude this zero from occurring. However, there is an important *repulsion phenomenon* (known as the Deuring-Heilbronn repulsion phenomenon), that asserts (roughly speaking) that the existence of one exceptional zero tends to repel away other exceptional zeroes. We already saw one instance of this phenomenon when proving Proposition 51, when we showed that a single character could not have two or more exceptional zeroes. Another instance appeared in Proposition 76 of Notes 1.

To state the repulsion phenomenon more precisely, we have to exclude a degenerate case, coming from the fact that if one multiplies a Dirichlet character (of some modulus ) by a principal character (of some modulus ), then the resulting Dirichlet character (which has modulus ) has essentially the same -function as , as and differ by a finite number of Euler factors (as in (46)), and so the two -functions have an identical set of zeroes in the region . To avoid this problem, let us call a Dirichlet character of modulus *primitive* if it cannot be factored as , where is a principal character and is a character of modulus strictly less than .

- (i) Show that every Dirichlet character of modulus can be uniquely factored as , where is a primitive character of some modulus (known as the conductor of ) and is a principal character whose modulus is coprime to . Furthermore, divides , and is real if and only if is real. Thus we see that to understand the zeroes of Dirichlet -functions , it suffices to do so for the primitive characters.
- (ii) Let be primitive Dirichlet characters. Show that is a principal character if and only if .

Here is one standard manifestation of the repulsion phenomenon:

Theorem 53 (Landau’s theorem)There is an absolute constant with the following property: whenever are two distinct real primitive characters of conductor respectively, there is at most one real zero of or with .

*Proof:* Let be sufficiently small. If the claim failed, then (since each -function has at most one exceptional zero) we can find such that .

In previous arguments, one used the inequality (50). Here, we will instead use the inequality

which we expand as

Multiplying by for some and summing, we conclude that

(We do not need to take real parts here, as everything in sight is already real.) From (13) we have

and from Exercise 45(ii) we have

and

By Exercise 52(ii), is a non-principal character of modulus at most , and so from Exercise 45(ii) again we have

Putting all this together, we see that

Setting , we obtain a contradiction if is small enough.

This gives a variant of Proposition 51, in which the zero-free region is reduced slightly, but there is only one primitive character that has an exceptional zero:

Exercise 54 (Page’s theorem)Let . Show that for each primitive character of conductor at most , the -function has a zero-free region of the form for some absolute constant , with the possible exception of asinglereal zero by asingleprimitive real character of modulus at most .

We will refer to Landau’s theorem and Page’s theorem collectively as the *Landau-Page theorem*.

Exercise 55 (Prime number theorem in arithmetic progressions with classical error term)Let be a sufficiently small quantity, and let be a natural number.

- (i) If is the principal Dirichlet character modulo , show that
if and .

- (ii) If is a non-principal Dirichlet character modulo , show that
if , and has an exceptional zero (which, for this current exercise, means a zero of with ). If has no exceptional zero, then the term should be deleted; this is for instance the case when is complex.

- (iii) If is a primitive residue class modulo , show that
if , , where is a real non-principal character of modulus with an exceptional zero . (Note from Page’s theorem that there is at most one such character for a given , if is small enough.) This character will be called the

exceptional character. If there is no exceptional character, the term should be deleted.(Note: the constant may need to be smaller in (iii) than it needs to be for (i) or (ii).)

Remark 56Informally, the prime number theorem in arithmetic progressions asserts that the primes are equidistributed in the primitive residue classes modulo for , unless there is an exceptional character with exceptional zero , in which case the primes are more or less equidistributed in the primitive residue classes with if , and then become equidistributed in all the primitive residue classes modulo for .

The Landau-Page theorem is good at eliminating exceptional zeroes in a power range such as for any fixed , as it prevents more than a single primitive real character of conductor in this range having an exceptional zero with for an absolute constant . However, it loses control of exceptional zeroes in wider ranges than this. For instance, the Landau-Page theorem does not prevent the existence of an infinite sequence of exceptional real primitive characters whose conductor grows very rapidly in (e.g. ), and with each having an exceptional zero that converges very quickly to , e.g. .

Fortunately we have another way to exploit the repulsion phenomenon even for characters of widely separated modulus. To develop this aspect of the repulsion phenomenon, we first need to establish a link between exceptional zeroes, and exceptionally small values of . We first give one direction of this link:

Lemma 57 (Exceptional zero implies small )Suppose that is a real non-principal character of modulus whose -function has a real zero with . Then .

*Proof:* From (48) with and we have

for . From the generalised Cauchy integral formula (Exercise 9 of Supplement 2), we thus have

for . Since , the claim now follows from the fundamental theorem of calculus.

To go in the opposite direction, we will borrow a trick from the proof of the non-vanishing of (Theorem 73 from Notes 1) and exploit the positivity

for various choices of and . The key estimate is the following (compare with (21) or (48)):

Exercise 58Let be a real non-principal character of modulus , and let be a real number. Establish the boundfor any . (

Hint:use the Dirichlet hyperbola method and (21), (48), (24).) For an additional challenge, see if you can establish this estimate (possibly with a slightly weaker error term) by using the truncated Perron formula and contour shifting (bearing in mind that is only bounded by rather than by ).

Lemma 59 (Small implies exceptional zero)Suppose that is a real non-principal character of modulus such that for some sufficiently small absolute constant . Then there is a real zero of with .

*Proof:* Let for some large absolute constant , and let be sufficiently small depending on , thus (recall that is positive), and so if is small enough. From (54) we have

for any and so from Exercise 58 we have

(say). Setting (say), we conclude that

if is large enough and is small enough. By (24), is negative. Thus, , and so by the intermediate value theorem there must be a zero of between and , and the claim follows.

Now suppose we have two distinct real primitive characters of modulus respectively, so that is also a real non-principal character of modulus at most . As in the proof of the Landau-Page theorem, we have the non-negativity

We will instead exploit the multiplicative version of this non-negativity:

The latter bound can be deduced from the former after using the formal identity

that comes from the identity

valid for all characters (cf. (28) from Notes 1); it can also be verified directly. In particular, we have

for any and . Meanwhile, one has the following variant of Exercise 58:

Exercise 60Let be distinct real primitive characters of modulus , respectively, and let for some sufficiently small absolute constant . Establish the boundfor any . (

Hint:either use a higher-dimensional version of the Dirichlet hyperbola method, or the truncated Perron formula and contour shifting.)

This gives a repulsion phenomenon:

Proposition 61 (Repulsion phenomenon)Let be a real primitive character of modulus . Suppose that for some , where is a sufficiently small absolute constant. Then one hasfor all real primitive characters distinct from , with denoting the modulus of .

*Proof:* From Exercise 60 with and (55) (and shrinking as needed) one has

for any . If we then set for a sufficiently large absolute constant , the error term is less than , and so

From (53) one has , and from choice of we have with implied constants depending on . The claim follows.

We can now give Siegel’s theorem on exceptional zeroes (or on exceptionally small values of ), which will be the first theorem in this set of notes to feature *ineffective* implied constants – constants which cannot be explicitly computed in terms of the given data, but are merely known to be finite and positive.

- (i) For any , one has the bound
for all but at most one real primitive character of conductor , and some constant .

- (ii) For any , there are no zeroes of in the interval for all but at most one real primitive character of conductor , and some constant .
In both (i) and (ii), the constant is

effective: it can be computed explicitly in terms of . However, if one wishes to replace “all but at most one” with “all” in either (i) or (ii), one can do this at the cost of renderingineffective: this constant is still known to be positive, but we no longer know of a way to compute explicitly in terms of .

Remark 63The observation that Siegel’s theorem may be made effective if one exceptional character is removed is due to Tatuzawa. Combined with the class number formula, this can be used to show that with at most one exception, all but an explicitly computable finite list of quadratic fields of negative discriminant do not have unique factorisation. Indeed, using related methods, Heilbronn and Linfott had previously showed that, apart from the nine discriminants (which all give quadratic fields of unique factorisation), there is at most one further negative discriminant giving a quadratic field of unique factorisation. This elusive “tenth discriminant” was finally ruled out by Heegner by some difficult arguments, which have since been clarified by subsequent work of Stark and many further authors, giving what is now known as the Stark-Heegner theorem.

*Proof:* From Lemmas 57, 59 we see that (i) and (ii) are equivalent, so we will just prove (i). It suffices to prove the claim with one exceptional character deleted and with effective choices of , since one can reinstate the exceptional character (at the cost of making ineffective) just by using the positivity for the exceptional character.

Let be a small (effective) constant, depending only on , to be chosen later. We divide into two cases:

- There are no zeroes of in the interval for
*any*real primitive character with a conductor . - There exists a real primitive character of some conductor with a zero in .

In Case 1, Lemma 59 in the contrapositive gives for all real primitive characters with a conductor , giving the claim (after adjusting slightly).

Now suppose we are in Case 2, so for some real primitive character of conductor and some (recall that is non-vanishing). We may take to be minimal among all such characters. Note that while is obviously finite, we do not have any *effective* bound on , so we have to proceed a little carefully if one is to avoid the final implied constants from depending on or .

Let be a real primitive character of conductor that is distinct from the exceptional character . If then by construction, has no zeroes in , and the required bound follows again from Lemma 59 in the contrapositive. Now suppose that . From Proposition 61, we have

By Lemma 27, we have . Bounding by , we conclude that

and using the bound , we obtain the required estimate if is small enough.

The best known *effective* lower bounds on for *all* real primitive characters (not excluding an exceptional character) go through the class number formula (as briefly discussed in Supplement 1), and take the shape

for some explicit constant ; this corresponds to a zero-free region of of size for some effective constants . The bound (56) is trivial for since the class number is always at least one; it turns out that one can raise to be arbitrarily close to , but this is a difficult result (at least when is associated to a quadratic field of negative discriminant), due to Goldfeld and Gross-Zagier; see this survey of Goldfeld for further discussion. It is of great interest to improve these effective bounds further, but this has not yet been achieved; despite the conjectural non-existence of Siegel zeroes, they seem to live in a stubbornly self-consistent (though somewhat strange) universe that has defied all efforts to eradicate them to date.

In summary, we can give the following bounds on exceptional zeroes of -functions of real primitive characters of conductor :

- (i) (Class number methods) One has for some effective and .
- (ii) (Siegel) For any , one has for some
*ineffective*. - (iii) (Tatuzawa) For any , one has for some
*effective*, except possibly for a single exceptional character . - (iv) (Page) One has for some effective and all real primitive characters of conductor at most , except possibly for a single exceptional character .

One also obtains analogous lower bounds on through Lemma 59, and lower bounds on class numbers (at least in the case of negative discriminant) using the class number formula.

All four of the bounds (i), (ii), (iii), (iv) have their advantages and disadvantages, and are all useful in various applications; the choice of which of (i)-(iv) to use depends on whether one has some argument to deal with a potential exceptional character, whether one can tolerate ineffective values of the implied constant, and whether one has a reasonable bound on the conductor of the characters one wishes to use.

A basic application of Siegel’s theorem is the Siegel-Walfisz theorem.

Exercise 64 (Siegel-Walfisz theorem)For any , show that there exists an (ineffective) constant such thatfor all primitive residue classes and all with

(

Hint:use Exercise 55(iii) together with Siegel’s theorem to handle the exceptional zero.) Conclude in particular thatfor all primitive residue classes and all (without assuming the size restriction (57)), and with an ineffective constant in the notation.

Of course, the error term in the Siegel-Walfisz theorem can be substantially improved if one assumes the generalised Riemann hypothesis: see Exercise 48. In Notes 3 we will use the Siegel-Walfisz theorem to prove the Bombieri-Vinogradov theorem, which is a theorem of basic importance in sieve theory.

Exercise 65 (Least prime in an arithmetic progression)If is a primitive residue class, show that contains a prime with , with the implied constants ineffective; by using (56), obtain the alternate bound with effective constants, and obtain the improvement with effective constants if there is no exceptional character of modulus . In Notes 7 we will be able to improve all of these bounds to with effective constants, a result known as Linnik’s theorem.

Exercise 66 (Siegel-Walfisz for the Möbius function)Show that for any , one has the boundfor all residue classes (not necessarily primitive) and all , with an ineffective constant in the notation. (

Hint:reduce to the case in which and is primitive. One can either use a truncated Perron’s formula argument using some lower bounds on for slightly to the left of , or else modify the elementary method from Theorem 58 of Notes 1, using an induction on .)

Exercise 67 (Elementary lower bound for )The purpose of this exercise is to give a somewhat reasonable effective lower bound on by an elementary (but somewhatad hoc) device. Let be a real non-principal character of modulus .

- (i) Establish the identity
for any , where is the function , and the sum is in the conditionally convergent sense.

- (ii) Obtain the bounds
It is possible to use Fourier analysis to improve the upper bound on (58) to , which almost recovers the bound coming from the class number formula; but we will not do this here.

Exercise 68Use (59) and Exercise 58 for a suitable choice of to give an alternate proof of Lemma 57.

## 52 comments

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9 December, 2014 at 9:34 pm

Nicolas TemplierDear Terry,

I enjoyed your very nice treatment of the Landau-Siegel zeros. There is an important famous result to be mentioned around the display (55) about the best known effective lower bounds on for all real primitive characters $\chi$:

Briefly the combination of the works of Goldfeld and Gross-Zagier show unconditionally that (55) holds for any .

Being able to pick a is highly significant since it effectively solves the Gauss class number problem.

An excellent short account appears in this Bulletin article.

The original article treats both real and imaginary quadratic fields and contains precise bounds with the exact dependence on the order of vanishing at 1/2 of the auxiliary elliptic curve L-function.

[Fair enough; I’ve reworded that portion of the text accordingly. -T.]10 December, 2014 at 9:30 am

AnonymousIn the line above corollary 39, “la” is missing in “de la Vallee Poussin”.

[Corrected, thanks – T.]11 December, 2014 at 3:29 am

AnonymousIn the line above (32), “identity” may be replaced by “inequality”.

[Corrected, thanks – T.]11 December, 2014 at 9:06 am

Eytan PaldiThe derivation of (36) (via integration) from (35) is not sufficiently clear (in particular, the behavior of the LHS of (35) near – because of the essential singularity of at ).

BTW, in the wikipedia article on the PNT, (36) is derived directly (i.e. without integration) from the Euler product and the inequality (32).

[Oops, that should have been an integration in , not . Corrected and clarified, thanks – T.]12 December, 2014 at 10:29 am

Kyle PrattVery nice set of notes. In parts (I) and (ii) of exercise 46, there should not be a main term, right?

[Corrected, thanks – T.]13 December, 2014 at 3:20 pm

AnonymousThere may be a problem in the inequality after Exercise 5. As $\sigma$ is complex, the right-hand side $g(n)/n^\sigma$ can be negative ($n^\sigma$ can be real and negative). My apologies if I’m just confused.

That’s a fantastic set of notes.

[ is real (which is the convention in analytic number theory, and also implicitly enforced by the hypothesis . -T.]19 December, 2014 at 2:19 pm

Anthony Quasv. interesting again. Under Exercise 2, I think the Dirichlet series of log should be .

[Corrected, thanks – T.]19 December, 2014 at 2:20 pm

Anthony QuasIn the first line of the proof of Proposition 9, the text refers to Equation (7) rather than Proposition 7 (where the hyperlink redirects).

[Corrected, thanks – T.]19 December, 2014 at 2:21 pm

Anthony QuasIn Remark 10, the brackets failed to appear in the inline text around (in my browser at least).

[Corrected, thanks – T.]19 December, 2014 at 2:26 pm

Anthony QuasIn my browser, the equation number on equation (23) doesn’t show up, which is slightly disconcerting because it is directly referred to.

[Corrected, thanks – T.]19 December, 2014 at 9:27 pm

Anthony QuasThe first line of the proof of Theorem 21 refers to (20) when I think it should refer to Corollary 20.

21 December, 2014 at 11:36 pm

Anthony QuasThere’s also a reference to Corollary 20 (where the hyperlink points to the wrong place) after equation (27)

[Corrected, thanks – T.]22 December, 2014 at 7:19 pm

anthonyquasSo I think these corrections have probably been made in the wrong direction! As far as I can tell, both places should refer to Corollary 20, not to equation (20).

[Corrected, thanks – T.]29 January, 2015 at 11:33 am

254A, Supplement 5: The linear sieve and Chen’s theorem (optional) | What's new[…] of . If , then , and then by the prime number theorem for the Liouville function (Exercise 41 from Notes 2, combined with Exercise 18 from Supplement 4) we […]

29 January, 2015 at 8:38 pm

AnonymousI think the horizontals lines mentioned in the “(note…” after (26) should +/- T’ not +/- T

[Corrected, thanks – T.]7 February, 2015 at 12:07 pm

254A, Notes 5: Bounding exponential sums and the zeta function | What's new[…] of upper bounding the size of this function within the critical strip; as seen in Exercise 43 of Notes 2, such upper bounds can lead to zero-free regions for , which in turn lead to improved estimates for […]

9 February, 2015 at 8:28 am

AnonymousIn the first proof of the PNT, how does (29) imply the given asymptotic of the sum $latex\sum_{n}\frac{\Lambda(n)}{n^{\sigma}}n^{-2it}$?

[Sorry, there was a real part missing on the LHS, now added. -T.]13 February, 2015 at 10:16 pm

254A, Notes 6: Large values of Dirichlet polynomials, zero density estimates, and primes in short intervals | What's new[…] of the Riemann zeta function (counting multiplicity) with and . Recall from Proposition 16 of Notes 2 that there are at most zeroes in any rectangle of the form with . Combining this with the […]

22 February, 2015 at 9:02 am

254A, Notes 7: Linnik’s theorem on primes in arithmetic progressions | What's new[…] from the Landau-Page theorem (Exercise 54 from Notes 2) that at most one exceptional zero exists (if is small enough). A key point here is that the error […]

24 February, 2015 at 11:28 am

254A, Supplement 6: A cheap version of the theorems of Halasz and Matomaki-Radziwill | What's new[…] summatory function requires the prime number theorem, which is substantially harder to prove (see Notes 2). (From a complex-analytic or Fourier-analytic viewpoint, the problem is that the logarithmic sums […]

30 March, 2015 at 12:49 pm

254A, Notes 8: The Hardy-Littlewood circle method and Vinogradov’s theorem | What's new[…] small (of size or so), this estimate will be a consequence of the Siegel-Walfisz theorem ( from Notes 2); it is the application of this theorem that is responsible for the ineffective constants. In the […]

13 April, 2015 at 7:32 am

KaraskasProposition 51: missing in the explicit formula for the zero-free region.

[Corrected, thanks – T.]19 April, 2015 at 11:02 am

AnonymousAfter equation (5), the Dirichlet character had better be no principal. Otherwise you would have the main term x.

[Corrected, thanks – T.]19 April, 2015 at 11:26 am

AnonymousTwo paragraphs below equation (8), in the second summation in the first line, the n in the upper limit should be N.

[Corrected, thanks – T.]19 April, 2015 at 2:13 pm

AnonymousThere is an extra period in equation (12).

[Corrected, thanks – T.]29 April, 2015 at 1:34 pm

FanThe reference to (13) before equation (29) should perhaps be to (11), as (13) is only valid near .

[Corrected, thanks – T.]29 April, 2015 at 8:34 pm

FanIn the proof of Proposition 51, in the paragraph dealing with and t large, in the last display, the inequality should be reversed and the RHS be its negative.

[Corrected, thanks – T.]30 April, 2015 at 12:38 pm

AnonymousI’m confused about the paragraph after Remark 56: isn’t the sequence of characters still of the form with C=100? Also, isn’t already ruled out by Landau page as ?

[Corrected, thanks – T.]26 May, 2015 at 9:50 am

254A, Supplement 4: Probabilistic models and heuristics for the primes (optional) | What's new[…] now move away from the world of multiplicative prime number theory covered in Notes 1 and Notes 2, and enter the wider, and complementary, world of non-multiplicative prime number theory, in which […]

26 August, 2015 at 4:25 pm

Heath-Brown’s theorem on prime twins and Siegel zeroes | What's new[…] use Siegel’s theorem to obtain the better bound . Standard arguments (see also Lemma 59 of this blog post) then […]

16 May, 2016 at 5:18 am

XiangYuIn the proof of proposition 9, should the second last formula be

[Corrected, thanks – T.]23 May, 2016 at 10:31 pm

Xiang YuDear Professor Tao

I have just finished reading this fantastic set of notes. There is something I cannot understand. My apologies if I am just confused.

+ Propostion 12: Do we need the assumption that ?

+ Corollary 23: If we apply Theorem 21, it should be

But there is no in the big O, is it because that we can make the implied constant uniformly bounded in ?

+ Propostion 31: In the last part of the proof, I think we should let be an upper or lower approximant to .

+ In parenthesis after formula (35), it should be as for any fixed .

+ Theorem 53: There is a typo in the last sentence of proof, we obtain a contradiction if is small enough, not large enough.

[Corrected, thanks – T.]2 July, 2016 at 6:51 am

254A, Supplement 3: The Gamma function and the functional equation (optional) | What's new[…] Notes 2, the Riemann zeta function (and more generally, the Dirichlet -functions ) were extended […]

28 February, 2017 at 1:17 am

Bernard VictorriIn exercise 42 (Beurling primes) the main term in equation 41 should be x/logx, if I am not mistaken ?

[Corrected, thanks – T.]7 March, 2017 at 12:35 pm

Lattice Points in High-Dimensional Spheres | a. w. walker[…] (Truncated Perron, Prop. 12): Suppose that the Dirichlet series given by satisfies for all . Choose . For we […]

8 April, 2017 at 9:57 pm

Claudeh5Hello professor Tao,

I have a problem with this extract:

“… Thus the only remaining case is when {\chi} is real and {|t| 1 – \frac{c}{\log(q(2+|t|))} \}}. If there are two such zeroes …

The formula is incomplete …

[Corrected, thanks – T.]9 November, 2017 at 11:49 am

Continuous approximations to arithmetic functions | What's new[…] Dirichlet series, but we will not pursue these rigorous calculations here. (But see for instance this previous blog post for some […]

14 December, 2018 at 9:42 pm

Math studentDear Prof. Tao,

the whole page seems to repeat itself (twice!).

[Fixed now – T.]15 December, 2018 at 4:04 am

AnonymousConcerning the remark after exercise 30, is there any sufficiently strong “probabilistically reasonable” conjecture on the (asymptotic) correlation of zeta zeros tuples (not only zero pairs) which is sufficiently strong (stronger than Montgomery pair correlation conjecture) to imply the current conjecture that the gap between any two consecutive primes below is ?

15 December, 2018 at 11:18 am

Terence TaoI don’t think there is a clean implication of this type. If one uses the explicit formula to try to work out whether there is a prime in the interval , one will find that one needs to understand a highly oscillatory sum that involves all the zeroes up to height about (up to log factors); even assuming the Riemann hypothesis, one would need to understand the cancellation in this sum. One could simply posit that this sum always exhibits the expected amount of cancellation, but this is a rather artificial conjecture which is basically just Cramer’s conjecture expressed in terms of the zeroes, and would be largely orthogonal to the GUE hypothesis which only concerns the local behaviour of zeroes rather than global cancellations.

4 September, 2019 at 1:46 pm

254A announcement: Analytic prime number theory | What's new[…] Complex-analytic multiplicative number theory […]

16 October, 2019 at 5:32 am

Kevin FordAlternatively, Proposition 9 is valid for any bounded C^1 function on [0,1]. The proof is a couple of lines using partial summation and Mertens.

17 December, 2019 at 8:27 am

254A, Notes 10 – mean values of nonpretentious multiplicative functions | What's new[…] it to for an absolute constant (the bound is more classical, following from Exercise 33 of Notes 2). On the other hand, the randomness heuristics from Supplement 4 suggest that should be able to be […]

24 January, 2021 at 2:47 pm

246B, Notes 2: Some connections with the Fourier transform | What's new[…] (The Perron formula and its many variants are of great utility in analytic number theory; see these previous lecture notes for further […]

12 February, 2021 at 9:38 am

246B, Notes 4: The Riemann zeta function and the prime number theorem | What's new[…] in this course. For some further discussion see this previous set of lecture notes, particularly Notes 2 and Supplement 3 (with much of the material in this post drawn from the […]

15 June, 2021 at 10:42 am

WebspinnerDear Prof. Tao,

in proposition 24, one may take the term extremely rapidly decreasing, and then the implication (ii) => (i) becomes false. I would be very grateful if this could be corrected.

15 June, 2021 at 1:46 pm

WebspinnerOr is this supposed to mean “there exists some ? It could be read either way. Please clarify!

15 June, 2021 at 1:47 pm

WebspinnerOh, and if you could mention that the can be replaced by “every “.

16 June, 2021 at 5:24 am

WebspinnerDear Prof. Tao,

if you refuse to make these changes, I’ll be forced to rely on a different reference.

16 June, 2021 at 11:09 am

WebspinnerThere is a German saying that goes “sich keinen Zacken aus der Krone brechen”. You might want to look it up.

16 June, 2021 at 1:00 pm

AnonymousSpin somewhere else.

16 June, 2021 at 1:10 pm

WebspinnerDear Anonymous,

if Prof. Tao doesn’t want me to comment on his blog (which thus far, despite him ignoring my suggestions, has not transpired yet), I’ll respect that. However, I have a strong adversion against bullies trying to exclude me from a group or a conversation. Therefore, I have to strongly condemn your comment.