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. 2020 Jun 6;12097:94–101. doi: 10.1007/978-3-030-52200-1_9

Evaluating Fractional Derivatives of the Riemann Zeta Function

Ricky E Farr 6, Sebastian Pauli 6,, Filip Saidak 6
Editors: Anna Maria Bigatti8, Jacques Carette9, James H Davenport10, Michael Joswig11, Timo de Wolff12
PMCID: PMC7340890

Abstract

We present a method for evaluating the reverse Grünwald-Letnikov fractional derivatives of the Riemann Zeta function Inline graphic and use it to explore the location of zeros of integral and fractional derivatives on the left half plane.

Introduction

The Riemann zeta function Inline graphic and its derivatives Inline graphic are defined by

graphic file with name M4.gif 1

everywhere in the half-plane Inline graphic. By a process of analytic continuation these functions can be extended to meromorphic functions with a single pole at Inline graphic. Moreover, Inline graphic has the Laurent series expansion:

graphic file with name M8.gif 2

where Inline graphic is the Euler constant and for Inline graphic Inline graphic are the Stieltjes constants.

Unlike Inline graphic itself, the functions Inline graphic have neither Euler products nor functional equations. Thus their nontrivial zeros do not lie on a line, but appear to be distributed seemingly at random with most zeros located to the right of the critical line Inline graphic. Speiser [16] was the first to show, in 1934, that the Riemann Hypothesis is equivalent to the fact that Inline graphic has no zeros with Inline graphic. Spira [17] noticed that the zeros of Inline graphic and Inline graphic seem to come in pairs, where a zero of Inline graphic is located to the right of a zero of Inline graphic. More recently, with the help of extensive computations, Skorokhodov [15] observed this behavior for higher derivatives as well.

Our results from [2] support a straightforward one-to-one correspondence between the zeros of Inline graphic and Inline graphic for large k and m on the right half plane. Furthermore in [3] we have observed an interesting behavior of the zeros of Inline graphic on the left half plane, namely they seem to lie on curves which are extensions of chains of zeros of Inline graphic that were observed on the right half plane. Also some of the zeros of Inline graphic on the negative real axis appeared to be part the chains.

We are investigating this correspondence between the zeros of different derivatives by considering curves of zeros of fractional derivatives Inline graphic that connect the zeros of integral derivatives. We have found that among the multitude of existing definitions of fractional derivatives, the reverse Grünwald-Letnikov fractional derivative works best for situations dealing with Inline graphic.

In [4] we have applied it in a proof of a conjecture by Kreminski [10] and in [5] we have been able to apply some of the properties of the fractional Stieltjes constants to prove that the zero free region of Inline graphic of radius one about Inline graphic generalizes to fractional derivatives.

In [14] we present generalizations of the zero free regions of integral derivatives of Inline graphic on the right half plane from [2] to fractional derivatives. This yields the existence of curves of zeros of fractional derivatives on the right half plane. Here we conduct numerical investigations of the zeros of fractional derivatives where we concentrate our attention to the left half plane.

Grünwald-Letnikov Fractional Derivatives of Inline graphic

The fractional derivative introduced by Grünwald [7] in 1867 was simplified both in approach and notation, by Letnikov in 1869 [11, 12]. For Inline graphic and Inline graphic, let

graphic file with name M34.gif

be the N-th finite difference of f. Then for all Inline graphic we have:

graphic file with name M36.gif

This can be naturally extended to the fractional case with the generalization of Inline graphic

graphic file with name M38.gif

where Inline graphic and Inline graphic. The reverse Inline graphic Grünwald-Letnikov derivative of a function f(z) is now defined as:

graphic file with name M42.gif 3

whenever the limit exists.

Defined this way, the fractional derivatives Inline graphic coincides with the integral derivatives for all Inline graphic. Furthermore, they satisfy Inline graphic and Inline graphic, for all Inline graphic. For Inline graphic we have that Inline graphic and for Inline graphic we have Inline graphic. So for Inline graphic with Inline graphic and Inline graphic we have as the generalization of (1) that

graphic file with name M55.gif 4

We have already used the generalization of (2) to the fractional domain in our proof [4] of a conjecture of Kreminski [10]. For Inline graphic and Inline graphic we have

graphic file with name M58.gif

where the Inline graphic are the fractional Stieltjes constants. Because of the branch cut of the complex logarithm there is a discontinuity along Inline graphic for Inline graphic. On Inline graphic the fractional derivative is analytic. As a direct consequence we obtain the following useful property:

Proposition 1

Let Inline graphic be a positive real number.

  1. If Inline graphic and Inline graphic then Inline graphic is non-real.

  2. For Inline graphic we have Inline graphic

While this establishes symmetry for the location of the zeros Inline graphic in Inline graphic, with respect to the real axis, the symmetry is not perfect. It only refers to the location, and not the actual mirroring of properties, or the dynamics surrounding the zeros. Nevertheless it asserts that chains of zeros can be observed on the upper as well as lower half plane.

Evaluating Inline graphic

One of the most effective ways for evaluating (4) and its analytic continuations to the regions where Inline graphic is Euler-Maclaurin summation. We use the following form of the summation formula:

graphic file with name M80.gif

where Inline graphic, Inline graphic, Inline graphic denotes the k-th Bernoulli number, and Inline graphic is the Inline graphic periodic Bernoulli polynomial. If g(x) decreases rapidly enough for Inline graphic, then

graphic file with name M87.gif 5

We now use this to approximate Inline graphic where Inline graphic with Inline graphic. Let Inline graphic. Then Inline graphic converges for Inline graphic. We assume that v is even. We evaluate the first summand of (5) as is, namely as

graphic file with name M94.gif

The second term of the right hand side of (5) can be written in terms of the Upper Incomplete Gamma function Inline graphic (compare [6, p. 346] and [1, 6.5.3]):

graphic file with name M96.gif

For the third term we get:

graphic file with name M97.gif

Now we determine a bound for the fourth term of (5). We denote the falling factorial by Inline graphic and the Stirling numbers of the first kind by s(ji). Let

graphic file with name M99.gif 6

be the the non-central Stirling numbers. The derivatives of g can be written as [8, Theorem 1]:

graphic file with name M100.gif

Writing Inline graphic and

graphic file with name M102.gif

we obtain

graphic file with name M103.gif

The error term Inline graphic converges for Inline graphic and Inline graphic.

For all Inline graphic we can choose Inline graphic and Inline graphic such that Inline graphic becomes arbitrarily small. We can thus approximate Inline graphic as

graphic file with name M112.gif

where the error is Inline graphic.

We have implemented the method described above in the computer algebra system SageMath [18] using the library mpmath [9]. A considerable increase in speed was obtained by caching the values of the non-central Stirling numbers, which we evaluate by their recurrence relation. Figures 1 and 2 were generated with our implementation.

Fig. 1.

Fig. 1.

Zeros Inline graphic with Inline graphic of the fractional derivatives of Inline graphic on the left half plane. For Inline graphic zeros of Inline graphic are labeled with k. Not all zeros on the real axis are shown. The values for Inline graphic are 1/100 apart. For details about Inline graphic see Fig. 2.

Fig. 2.

Fig. 2.

Selected zeros of the fractional derivatives of Inline graphic on the upper left half plane. For Inline graphic zeros of Inline graphic are labeled with k. The values for Inline graphic are 1/100 apart.

Exploring the Left Half Plane

With our implementation of the approximation to Inline graphic, see Sect. 3, we have investigated the distribution of the zeros on the left half plane. We observe, see Fig. 1, that the zeros on the left half plane given in [3] appear to be connected in a similar manner as on the right half plane.

Furthermore they connect to zeros of integral derivatives on the negative real axis. Note that there is a discontinuity of Inline graphic for Inline graphic on the real axis Inline graphic. We find different patterns how zeros of integral derivatives are connected, see Fig. 2. Some of the curves start and stop at zeros of integral derivatives on the left real axis such as shown in the first plot in Fig. 2. Further to the left we find curves touching (or crossing) the real line at integral derivative and jumping between those points, as shown in the second, third, and fourth plot in Fig. 2.

Levinson and Montgomery [13] have shown that Inline graphic for Inline graphic has only finitely many non-real zeros on the left half plane. Taking derivatives of the Laurent series expansion (2) of Inline graphic one immediately sees that the order of the pole of the k-th derivative of Inline graphic is Inline graphic. Thus the argument of Inline graphic on a curve Inline graphic around Inline graphic whose interior does not contain any zeros cycles through all of Inline graphic exactly Inline graphic times. Each of these cycles “spawns” at most 2 zeros of Inline graphic. If those zeros were evenly distributed, there would be at most Inline graphic such zeros in the upper left half plane. Experiments suggest that this is indeed an upper bound for the count of such zeros (see Table 1) and that these are the only non-real zeros on the upper left half plane (see Fig. 1). This leads us to conjecture:

Table 1.

The number N of pairs of non-real zeros of Inline graphic for Inline graphic.Inline graphic Levinson and Montgomery [13, Theorem 9], Inline graphic Yıldırım [19, Theorems 2 and 3]. The values for Inline graphic are experimental.

k 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
Inline graphic 0 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 8
N 0 Inline graphic Inline graphic Inline graphic 2 3 3 3 4 4 4 4 4 5 5 5 6

Conjecture 1

Let Inline graphic. The number of pairs of non-real zeros of Inline graphic with Inline graphic is at most Inline graphic.

Fig. 2 shows that this is not the case for fractional derivatives.

Contributor Information

Anna Maria Bigatti, Email: bigatti@dima.unige.it.

Jacques Carette, Email: carette@mcmaster.ca.

James H. Davenport, Email: j.h.davenport@bath.ac.uk

Michael Joswig, Email: joswig@math.tu-berlin.de.

Timo de Wolff, Email: t.de-wolff@tu-braunschweig.de.

Sebastian Pauli, Email: s_pauli@uncg.edu.

Filip Saidak, Email: f_saidak@uncg.edu.

References

  • 1.Abramowitz, M., Stegun, I.A.: Handbook of mathematical functions with formulas, graphs, and mathematical tables, National Bureau of Standards Applied Mathematics Series, vol. 55. U.S. Government Printing Office, Washington, D.C, For sale by the Superintendent of Documents (1964)
  • 2.Binder T, Pauli S, Saidak F. Zeros of high derivatives of the Riemann zeta function. Rocky Mt. J. Math. 2015;45(3):903–926. doi: 10.1216/RMJ-2015-45-3-903. [DOI] [Google Scholar]
  • 3.Farr R, Pauli S. More zeros of the derivatives of the riemann zeta function on the left half plane. In: Rychtář J, Gupta S, Shivaji R, Chhetri M, editors. Topics from the 8th Annual UNCG Regional Mathematics and Statistics Conference. New York: Springer; 2013. pp. 93–104. [Google Scholar]
  • 4.Farr RE, Pauli S, Saidak F. On fractional Stieltjes constants. Indag. Math. (N.S.) 2018;29(5):1425–1431. doi: 10.1016/j.indag.2018.07.005. [DOI] [Google Scholar]
  • 5.Farr, R.E., Pauli, S., Saidak, F.: A zero free region for the fractional derivatives of the Riemann zeta function. NZJM 50, 1–9 (2018). http://nzjm.math.auckland.ac.nz/index.php/Azero-freeregionforthefractionalderivativesoftheRiemannzetafunction
  • 6.Gradshteyn IS. Table of Integrals, Series, and Products. Cambridge: Academic Press; 2007. [Google Scholar]
  • 7.Grünwald, A.K.: Über begrenzte Derivation und deren Anwendung. Z. Angew. Math. Phys 12, 441–480 (1867)
  • 8.Janjic, M.: On non-central Stirling numbers of the first kind (2009). arXiv preprint arXiv:0901.2655
  • 9.Johansson, F., et al.: mpmath: a Python library for arbitrary-precision floating-point arithmetic (version 0.18) (2013). http://mpmath.org/
  • 10.Kreminski R. Newton-Cotes integration for approximating Stieltjes (generalized Euler) constants. Math. Comput. 2003;72(243):1379–1397. doi: 10.1090/S0025-5718-02-01483-7. [DOI] [Google Scholar]
  • 11.Letnikov AV. Historical development of the theory of differentiation of fractional order. Mat. Sbornik. 1868;3:85–119. [Google Scholar]
  • 12.Letnikov AV. Theory of differentiation of fractional order. Mat. Sbornik. 1868;3:1–68. [Google Scholar]
  • 13.Levinson N, Montgomery HL. Zeros of the derivatives of the Riemann zeta-function. Acta Math. 1974;133:49–65. doi: 10.1007/BF02392141. [DOI] [Google Scholar]
  • 14.Pauli, S., Saidak, F.: Zeros of fractional derivatives of the Riemann zeta function. preprint (2020)
  • 15.Skorokhodov SL. Padé approximants and numerical analysis of the Riemann zeta function. Zh. Vychisl. Mat. Mat. Fiz. 2003;43(9):1330–1352. [Google Scholar]
  • 16.Speiser A. Geometrisches zur Riemannschen Zetafunktion. Math. Ann. 1934;110:514–521. doi: 10.1007/BF01448042. [DOI] [Google Scholar]
  • 17.Spira R. Zero-free regions of Inline graphic J. Lond. Math. Soc. 1965;40:677–682. doi: 10.1112/jlms/s1-40.1.677. [DOI] [Google Scholar]
  • 18.The Sage Developers: SageMath, the Sage Mathematics Software System (2019). https://www.sagemath.org/
  • 19.Yıldırım CY. Zeros of Inline graphic & Inline graphic in Inline graphic Turkish J. Math. 2000;24(1):89–108. [Google Scholar]

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