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The Bowen–Series coding and zeros of zeta functions

Mark Pollicott    Polina Vytnova The first author was partly supported by ERC-Advanced Grant 833802833802-Resonances and EPSRC grants EP/W033917/1 and EP/V053663/1. The authors would like to thank the organizers of the Simons Semester program “Topological, smooth and holomorphic dynamics, ergodic theory, fractals” for the financial support and hospitality. The authors are also grateful to the organizers of the program at SUSTech in Shenszen (China) and to the head of the mathematics department Jeff Xia for their help and hospitality.
Abstract

We give a discussion of the classical Bowen–Series coding and, in particular, its application to the study of zeta functions and their zeros. In the case of compact surfaces of constant negative curvature κ=1\kappa=-1 the analytic extension of the Selberg zeta function to the entire complex plane is classical, and can be achieved using the Selberg trace formula. However, an alternative dynamical approach is to use the Bowen–Series coding on the boundary at infinity to construct a piecewise analytic expanding map from which the extension of the zeta function can be obtained using properties of the associated transfer operator. This latter method has the advantage that it also applies in the case of infinite area surfaces provided they don’t have cusps. For such examples the location of the zeros is somewhat more mysterious. However, in particularly simple cases there is a striking structure to the zeros when we take appropriate rescaling. We will try to give some insight into this phenomenon.


Background.

Some useful references for the basic material in these lectures are contained in the following books and articles. We will not cover even a fraction of all of the material in these sources, but that does not detract from their interest. The selection reflects the theme we are trying to give to the story we are telling.

  1. 1.

    Intoductory reading: A lot of the foundational material can be found in a very accessible form in the Proceedings of the Trieste Conference on Ergodic Theory, symbolic dynamics and hyperbolic dynamics from 1989 [4].

  2. 2.

    Ergodic theory: The LMS lecture notes series volume by Nicholls [29].

  3. 3.

    Trace formulae: The very readable article of McKean on the use of heat kernels [24] and a monograph by Buser [9].

  4. 4.

    Resonance-free regions and density of resonances: two articles of Naud [27] and [28].

  5. 5.

    Since the notes were originally written, a book by Borthwick [6] and a book by Dyatlov and Zworski [14] appeared.

1 Introduction

Dynamical systems and ergodic theory are both subjects rich in concrete examples. To set the scene for these notes we will consider two basic examples of two somewhat different types of dynamical systems. The first is an example of a discrete dynamical system (or map) associated to an +\mathbb{Z}_{+}-action and corresponds to an expanding map on a disjoint union of intervals. This example has the virtue of being both simple and accessible. The second will be an example of a continuous dynamical system (or flow) associated to an \mathbb{R}-action and corresponds to the classical example of the geodesic flow for a surface of constant negative curvature. This example has been of paramount importance in the original development of ideas in ergodic theory, particularly in the 1930s.

Both of these examples, the map and the flow, have been the subject of extensive research. However, as we will see later, these two systems are not as unrelated as they might at first appear. The basis for this connection is some elegant ideas in the work of Bowen and Series [7] (and a closely related approach appears in the work of Adler and Flatto [2]). Unfortunately, the history of the theory is tinged with sadness. Robert (Rufus) Bowen was a professor at the University of California at Berkeley. During the collaboration with Caroline Series he died suddenly, at the age of 31. Their joint work was completed by his co-author and published posthumously in a memorial volume of Publications Mathematiques (IHES) dedicated to Bowen. Caroline served as the President of the London Mathematical Society in 2018–2022.

There have been other ways to associate to a geodesic flow an expanding map. Perhaps the best known is that of Ratner, which she subsequently generalised to Anosov flows. Later the construction was further generalised by Bowen to Axiom A flows (which were introduced by Smale, his supervisor in Berkeley). This method used two-dimensional Markov sections transferred along the flow direction, with obtained “parallelepipeds” playing the role of flow boxes. The associated Markov map corresponds to the interval map induced from the Poincaré map between sections by collapsing them along the stable direction (an observation which, at least, is made explicit in a paper of Ruelle [35]). However, the resulting interval map is not canonical, as one would anticipate from its potentially greater generality.

On the other hand, the Bowen–Series coding is very closely related to the generators of the fundamental group of the surface. Although the choice of generators is not unique, this leads to a very natural approach to understanding orbits. Indeed, a part of the appeal of the Bowen–Series coding is its transparency. The work of Bowen and Series pre-dated later work of Cannon and others on the automatic structure of more general Gromov hyperbolic groups, which is in a similar spirit.

The Bowen–Series coding has proved to be very useful in a number of different applications. This is particularly true when an explicit understanding of the fundamental group plays a role. The Selberg zeta function takes into account precisely one closed geodesic in each conjugacy class of the fundamental group.

In Section 8 we shall consider an application of one of the simplest cases of such coding, for a three funnelled surface or a “pair of pants” and for a one-holed torus, to the study of resonances of the associated Selberg zeta function. To complete the introduction we summarize what we want to do, in a nutshell.

Aim of the note: To explore which results/methods (particularly in the context of zeta functions) carry over from the case of compact surface VV to a surface VV having infinite area using the Bowen–Series coding.

2 Two types of dynamical system

We now compare these two types of dynamics.


Refer to caption   Refer to caption

(a)   (b)  

Figure 1: (a) A Markov expanding map of the interval. (b) The geodesic flow on the unit tangent bundle of a compact surface of constant negative curvature.

Discrete (Interval maps) Continuous (Geodesic flows)
Consider a partition of the unit interval X=j=0n1IjX=\bigcup\limits_{j=0}^{n-1}I_{j}, where Ij=[xj,xj+1]I_{j}=[x_{j},x_{j+1}] and 0=x0<x1<<xn=10=x_{0}<x_{1}<\ldots<x_{n}=1 Consider a compact connected surface VV with constant negative curvature κ=1\kappa=-1 such that the first homotopy group π1(V)\pi_{1}(V) is finitely generated. Let Y={vTV:v=1}Y=\{v\in TV\colon\|v\|=1\} be the unit tangent bundle.
Let T:XXT\colon X\to X be a piecewise smooth, uniformly expanding, Markov and transitive map, namely TC(Ij)T\in C^{\infty}(I_{j}); β>1\exists\beta>1 such that xX\forall x\in X |T(x)|β|T^{\prime}(x)|\geq\beta; T(Ij)T(I_{j}) is a union of IkI_{k}; Let φt:YY\varphi_{t}\colon Y\to Y be the geodesic flow: vY\forall v\in Y choose the unique geodesic γv:V\gamma_{v}\colon\mathbb{R}\to V such that γ˙v(0)=v\dot{\gamma}_{v}(0)=v and then define φtv=γ˙v(t)\varphi_{t}v=\dot{\gamma}_{v}(t). This corresponds to parallel transport.
xXx\in X which orbit {Tnx}X\{T^{n}x\}\subseteq X is dense. The flow φt\varphi_{t} is transitive, i.e. vY\exists v\in Y which orbit {φtvYt}\{\varphi_{t}v\subset Y\mid t\in\mathbb{R}\} is dense.
Lemma 1 (Folklore). There exists a unique TT-invariant probability measure, which is absolutely continuous with respect to the Lebesgue measure. Lemma 2. Let dϑd\vartheta be the Lebesgue measure along the orbits of the flow. Then the Liouville measure dν=d(Vol)V×dϑd\nu\!=\!d(\mathrm{Vol})_{V}\times d\vartheta is invariant with respect to the geodesic flow φt\varphi_{t}.
Table 1: Correspondence between discrete and continuous dynamics.

We list corresponding properties of the 1d map and the flow in Table 1. The folklore Lemma 1 on existence and uniquence of the invariant measure has been variously attributed to: Bowen (1979), Adler (1972), Flatto (1969), Weiss (1968), Sinai (1968) and Renyi (1960). For an interesting historical perspective we refer the reader to [1].

Of course there are various classical results we are implicitly using. For example, we will assume that the surface VV is orientable and has genus at least 22 (or, equivalently, negative Euler characteristic). This ensures that VV can carry a metric of negative curvature. Moreover, there is a number of obvious generalisations that we will not consider. For example, the analogous results in the case of surfaces of variable negative curvature.

Having emphasized the parallels between these two systems, we can look for a more tangible connection. More precisely, we can pose the following question.

Question 1.

How can we relate the Markov map and the geodesic flow?

One elegant solution to this problem appears in the work of Bowen and Series [7], as mentioned in the introduction, where an explicit construction is suggested. If we take a surface of a fixed genus g2g\geq 2 then the associated expanding maps for the geodesic flow for different metrics on VV will be topologically conjugate. However, the actual maps themselves will depend fundamentally on the choice of metric on the surface.

Recall that the universal cover of a compact connected surface VV that carries a metric of constant negative curvature is the unit disk 𝔻\mathbb{D} endowed with the hyperbolic metric; and the fundamental group π1(V)\pi_{1}(V) acts on the universal cover 𝔻\mathbb{D}. The Bowen–Series construction rests on the idea of hyperfineteness, i.e., the way the action

π1(V)× 1 0 -.25 1𝔻 1 0 -.25 1𝔻\pi_{1}(V)\times\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}\to\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}

of the fundamental group π1(V)\pi_{1}(V) on the boundary  1 0 -.25 1𝔻\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D} of the universal cover can be replaced by a single transformation. The Bowen–Series transformation is a specific realisation of such a phenomenon. It is defined as a map on the limit set, and more precisely is defined on a union of arcs which form a partition of the limit set. However, we can easily think of them as being maps of the interval, or maps on a Cantor set contained in an interval.

This approach has the advantage that complicated problems for the geodesic flow can often be reduced to simpler problems for the expanding map of the interval. We can summarise this method (elevated below to a “philosophy”) as follows.

Philosophy 1. Consider a problem for the geodesic flow φt:YY\varphi_{t}\colon Y\to Y; 2. Reduce the problem to a problem for the associated expanding map T:XXT\colon X\to X; 3. Solve the problem for TT (assuming one can!); 4. Relate it back to a solution for the original problem for φt:YY\varphi_{t}\colon Y\to Y.


Of course, like all approaches its value probably ultimately depends on how useful it is. More precisely, we could ask:

Question 2.

What sort of problems can one address?

One would naturally expect any useful technique to have many different applications, but for simplicity we could divide the types of problems we typically consider into two general classes:
Types of problems

  1. (a)

    Topological, such as properties of closed orbits). As a specific example we could consider results on the distribution of closed orbits which reflect information on their free homotopy classes (i.e., conjugacy classes in the fundamental group). The Bowen–Series coding makes it easy to relate the closed orbits for the flow to periodic orbits {x,Tx,,Tn1x}\{x,Tx,\cdots,T^{n-1}x\} (with Tnx=xT^{n}x=x) for the associated transformation. Furthermore, the usefulness of this particular coding is that the word length of the corresponding geodesic will be nn, except in a finite number of exceptional cases.

  2. (b)

    Measure theoretic, such as properties of the invariant measures for the map and for the flow. The two measures are intimately related by the classical work of Bowen–Ruelle. For example, showing ergodicity for the flow automatically implies ergodicity for the discrete map. In the reverse direction, ergodicity for the discrete map, together with some modest hypothesis on the roof function, implies ergodicity for the flow. Stronger properties such as strong mixing, mixing rates, central limit theorems, etc. can be considered in each context, with varying degrees of complexity for the correspondence between them.

Since we are interested in ergodic theory and dynamical systems it is natural to use the model of the geodesic flow using expanding interval maps to try to understand its dynamics. However, in the interests of being open minded, we should also ask:

Question 3.

Is this the best approach?

The word “best” is a little subjective, so there is no real definitive answer. However, the somewhat equivocal answer could be “sometimes, yes”, however, of course, this depends on what we are interested in and what we mean by the question. For example if we are interested in closed geodesics on the surface then these can be viewed dynamically as closed orbits for the geodesic flow. At the same time, in some cases their study can be advanced by other (less dynamical) methods. For example, we note that

  1. 1.

    If VV is a compact surface of constant negative curvature there are already powerful techniques (e.g. trace formulae, representation theory) which can often give more precise results.

  2. 2.

    Nevertheless, if VV is a non-compact surface of infinite area the above methods may not work so well, but the dynamical approach often still applies. At a certain level this can be thought of as being because the dynamical method uses only the compact recurrent set of the geodesic flow.

Let us now recall a classical example of a compact surface.

Example 1.

Let VV be an oriented connected compact surface of genus g2g\geq 2. This surface not only supports a metric of constant curvature κ=1\kappa=-1, but the space of such metrics is (6g6)(6g-6)-dimenional.

Next we want to consider a couple of examples of infinite area surfaces with constant curvature κ=1\kappa=-1 to illustrate the second part.

Example 2.

A three funnelled surface, or “a pair of pants”, is a surface homeomorphic to a sphere with three disjoint closed disks removed. It carries metrics with constant negative curvature κ=1\kappa=-1. We can either consider the complete surface which has three funnels (or ends) or alternatively we can cut along three closed shortest geodesics around each of the funnels to get a surface with three boundary components (as in Figure 2, left). In point of fact, from a dynamical viewpoint the distinction is unimportant. For the geodesic flow on either version the important dynamical component is the recurrent part of the geodesic flow on the 33-dimensional unit tangent bundle. It is a compact set whose intersection with any transverse two-dimensional set is a Cantor set. Since none of the orbits can cross any of the three geodesics around the funnels, the corresponding set appears on the pair of pants.

Refer to caption   Refer to caption

Figure 2: Left: A pair of pants, or a 3-funnelled surface. Right: A one-holed torus or a torus with a funnel. Both drawings represent an artistic impression. According to the Hilbert Theorem, no complete surface of constant negative Gaussian curvature can be isometrically immersed in 3\mathbb{R}^{3}.
Example 3.

A one-holed torus, or a torus with a funnel, is a surface homeomorphic to a torus with a closed disk removed. Similarly to a pair of pants, it carries a metric with constant negative curvature κ=1\kappa=-1. Again, we can either consider the complete surface which has a single funnel (or end) or alternatively we can cut along the closed geodesic around the funnel to get a surface with a single boundary component (as in Figure 2, right). As in Example 2, from a dynamical viewpoint the distinction is unimportant. The important dynamical component is the recurrent part of the geodesic flow and none of the orbits in the recurrent part can cross the geodesic around the funnel.

We would like to note that although the approach of Bowen and Series is very successful in the case of surfaces, it does not naturally generalise to higher dimensions.

3 Hyperbolic Geometry

In this section we want to introduce the setting in which we will be working. This involves recalling some basic definitions and notions in hyperbolic geometry. Hyperbolic geometry was developed in the 19th century by Gauss and Bolyai111This geometry was independently developed by a Russian mathematician N. I. Lobachevski, and carries his name in post-Soviet countries. to show that the 5th postulate of Euclid was not implied by the others.

There are many different models for the hyperbolic space, but we will concentrate on the disk model. We begin with the basic definitions, and refer the reader to the book of Beardon [3] for more details.

Let us denote by 𝔻={z|z|<1}\mathbb{D}=\{z\in\mathbb{C}\mid|z|<1\} the open unit disk in the complex plane.

Definition 1.

We can equip 𝔻\mathbb{D} with the Poincaré metric defined locally by

ds=2|dz|1|z|2.ds=\frac{2|dz|}{1-|z|^{2}}. (1)

In particular, the distance between two points z1,z2𝔻z_{1},z_{2}\in\mathbb{D} is

d(z1,z2)=2tanh1|z1z21z1z¯2|.d(z_{1},z_{2})=2\tanh^{-1}\left|\frac{z_{1}-z_{2}}{1-z_{1}\overline{z}_{2}}\right|.

This defines a complete Riemannian metric on 𝔻\mathbb{D}. The factor of 22 in the definition of the metric (1) is ensuring a convenient normalisation for the curvature. The Poincaré metric has several useful properties which we briefly summarize below.

Lemma 3.

Consider the unit disk equipped with the Poincaré metric (𝔻,ds)(\mathbb{D},ds). Then:

  1. 1.

    The space has Gaussian curvature κ=1\kappa=-1; and

  2. 2.

    The orientation preserving isometries take the form of linear fractional transformations

    :𝔻𝔻;(z)=α1z+α2α2¯z+α1¯, where |α1|2|α2|2=1,α1,α2.\mapg\colon\mathbb{D}\to\mathbb{D};\quad\mapg(z)=\cfrac{\alpha_{1}z+\alpha_{2}}{\overline{\alpha_{2}}z+\overline{\alpha_{1}}},\quad\mbox{ where }|\alpha_{1}|^{2}-|\alpha_{2}|^{2}=1,\,\alpha_{1},\alpha_{2}\in\mathbb{C}.

Note an ambiguity with respect to the simultaneous sign change (α1,α2)(α1,α2)(\alpha_{1},\alpha_{2})\longleftrightarrow(-\alpha_{1},-\alpha_{2}) which one has to bear in mind. There are other equivalent models for the hyperbolic plane, such as the Poincaré upper half plane model. However the symmetry of the disk model is particularly useful in what follows in later sections.

For a compact surface VV with negative curvature κ=1\kappa=-1, the Poincaré metric on the unit disk has a particular significance.

Lemma 4.

Let VV be a compact surface of constant curvature κ=1\kappa=-1. Then:
1. The Gauss–Bonnet theorem implies that the genus gg of VV satisfies g2g\geq 2. Equivalently, the Euler characteristic is strictly negative. 2. The inequality g2g\geq 2 gives that the universal cover of VV is 𝔻\mathbb{D} and the lifted metric is the Poincaré metric cf. [3]. 3. The geodesics on VV (locally distance minimizing) lift to geodesics on 𝔻\mathbb{D}. The latter are circular arcs which meet the unit circle  1 0 -.25 1𝔻\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D} orthogonally. [Uncaptioned image] Figure 3: The geodesics in the disk model of the hyperbolic plane.

We have identified in Lemma 3 the group of isometries for the Poincaré metric. We next want to consider its discrete subgroups.

4 Fuchsian groups and the Bowen–Series map

The next ingredient to consider is a suitable subgroup of the isometries of the unit disk with respect to the Poincaré metric. Given a compact surface of constant curvature κ=1\kappa=-1, we can write V=𝔻/ΓV=\mathbb{D}/\Gamma where Γ<Isom(𝔻,ds)\Gamma<{\rm Isom}(\mathbb{D},ds) is a discrete subgroup isomorphic to the fundamental group of VV, that is Γ=π1(V)\Gamma=\pi_{1}(V).

4.1 Fuchsian groups

We recall the following standard definition of a Fuchsian group.

Definition 2.

We say that Γ<Isom(𝔻,ds)\Gamma<\mathord{\rm Isom}(\mathbb{D},ds) is a Fuchsian group if it is a discrete subgroup.

In other words, Γ<Isom(𝔻,ds)\Gamma<\mathord{\rm Isom}(\mathbb{D},ds) is Fuchsian, if the orbit Γ0\Gamma 0 of the point 0𝔻0\in\mathbb{D} under the action of Γ\Gamma doesn’t have accumulation points inside the disk. Moreover, since Γ\mapg\in\Gamma is a linear fractional transformation, it can be extended to the boundary  1 0 -.25 1𝔻\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}, furthermore, preserves the boundary. Hence we can associate to the Fuchsian group Γ\Gamma an important closed subset of the boundary circle  1 0 -.25 1𝔻\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D} called the limit set.

Definition 3.

The limit set Λ 1 0 -.25 1𝔻\Lambda\subset\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D} consists of Euclidean accumulation points of the orbit of the centre 0, namely,

Λ=Γ0¯Γ0.\Lambda=\overline{\Gamma 0}-\Gamma 0.

It is not essential to take the orbit of 0; any point in the interior of 𝔻\mathbb{D} would do. The limit set is always compact. Moreover we know the following:

Lemma 5.

The limit set of a Fuchsian group Γ\Gamma is either:

  1. 1.

    The entire boundary circle, Λ= 1 0 -.25 1𝔻\Lambda=\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}; or

  2. 2.

    A Cantor set of Hausdorff dimension 0<δ<10<\delta<1.

These are usually referred to as limit sets of Type I and Type II, respectively.

For the moment, we will focus on the case when V=𝔻/ΓV=\mathbb{D}/\Gamma is a compact surface and the associated Fuchsian group Γ\Gamma is called co-compact. In this case the limit set is the entire circle. The elements of the Fuchsian group Γ\Gamma have a few useful and important properties.

Lemma 6.

Let V=𝔻/ΓV=\mathbb{D}/\Gamma be a compact connected surface of constant negative curvature and genus gg.

  1. 1.

    Every transformation Γ{e}\mapg\in\Gamma\setminus\{e\} has two fixed points, a repelling and an attracting one, on  1 0 -.25 1𝔻\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}. We denote the attracting point by p+p^{+}, so that |(p+)|<1|{}^{\prime}(p^{+})|<1. Similarly, we let pp^{-} denote the repelling point, so that |(p)|>1|{}^{\prime}(p^{-})|>1.

  2. 2.

    The group Γ\Gamma is finitely generated and finitely presented. For instance, there exists a finite set of generators ajΓa_{j}\in\Gamma, j=1,,2gj=1,\ldots,2g such that

    Γ=a1,a2,,a2g(a1a21a3a41a2g1a2g1)(a11a2a31a4a2g11a2g)=1.\Gamma=\langle a_{1},a_{2},\ldots,a_{2g}\mid(a_{1}a_{2}^{-1}a_{3}a_{4}^{-1}\ldots a_{2g-1}a_{2g}^{-1})\cdot(a_{1}^{-1}a_{2}a_{3}^{-1}a_{4}\ldots a_{2g-1}^{-1}a_{2g})=1\rangle.

4.2 Bowen–Series map

Given a Fuchsian group we want to define a piecewise continuous expanding Markov map called the Bowen–Series map defined on the boundary  1 0 -.25 1𝔻\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}.

In order to define the map T: 1 0 -.25 1𝔻 1 0 -.25 1𝔻T\colon\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}\to\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D} we need to define a partition of the boundary. The construction below relies on Ford fundamental domain.

To every Γ\mapg\in\Gamma we relate an isometric circle:

C()={z𝔻|(z)|=1}C(\mapg)=\{z\in\mathbb{D}\mid|{}^{\prime}(z)|=1\}

The name isometric here refers to the fact that locally doesn’t change Euclidean length. A nice treatment of isometric circles can be found in Ford’s monograph [16].

The isometric circle of an isometry C()C(\mapg) is a geodesic in the Poincaré metric. Indeed, assuming (z)=α1z+α2α2¯z+α1¯\mapg(z)=\frac{\alpha_{1}z+\alpha_{2}}{\overline{\alpha_{2}}z+\overline{\alpha_{1}}} we get (z)=(α2¯z+α1¯)2{}^{\prime}(z)=(\overline{\alpha_{2}}z+\overline{\alpha_{1}})^{-2}. Therefore |(z)|=1|{}^{\prime}(z)|=1 defines a circle of radius |α2¯|1|\overline{\alpha_{2}}|^{-1} centred at α1¯/α2¯-\overline{\alpha_{1}}/\overline{\alpha_{2}} provided α20\alpha_{2}\neq 0. To see that it is a geodesic, observe that the triangle with vertices at the origin, the centre of C()C(\mapg), and a point of the intersection of C()C(\mapg) and  1 0 -.25 1𝔻\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D} is right-angled. A useful property is that a map Γ\mapg\in\Gamma transfers its isometric circle to the isometric circle of its inverse: C()=C()1\mapg C(\mapg)=C({}^{-1}).

The region of the unit disk “exterior” to the isometric circles of all elements of Γ\Gamma is a fundamental domain for the Fuchsian group Γ\Gamma. It is called Ford domain. It is known that every side ss of the fundamental domain is identified with another one by an element of Γ\Gamma that we shall denote (s)\mapg(s). Moreover,

Γ=(s)s is a side of the Ford fundamental domain of Γ,\Gamma=\langle\mapg(s)\mid s\mbox{ is a side of the Ford fundamental domain of }\Gamma\rangle,

in other words, the elements identifying the sides of the Ford domain constitute a set of generators of Γ\Gamma.

In order to guarantee that the boundary map we are about to define is Markov, we need to impose additional assumptions on the way the surface group acts on the hyperbolic plane:

  • Every side ss of a fundamental domain lies on the isometric circle of (s)\mapg(s), i.e. sC((s))s\subset C(\mapg(s));

  • All hyperbolic lines, containing sides of the fundamental domain, are entirely covered by images of the sides of the fundamental domain under action of Γ\Gamma.

Remark 1.

In many cases the assumption may not hold, but then there exists another representation of the fundamental group Γ=π1(V)\Gamma=\pi_{1}(V) for which this property holds. The choice of Γ\Gamma was written down independently by both Bowen–Series [7] and Adler–Flatto [2]. In the interests of clarity and historical reverence we will use the original construction of Bowen and Series [7].

Under the above assumptions, configuration of the isometric circles takes the form illustrated in Figure 3, adapted from [7, Fig. 3]. The boundary of the fundamental domain is given by arcs of isometric circles of generators of Γ\Gamma. Each of the circles may intersect with its direct neighbours, but no more. Their endpoints give a partition of the boundary. We can now pick every second point and use these points on the boundary circle to divide it into the same number of arcs, and then define an analytic map to each of these arcs.

[Uncaptioned image]

Figure 3: Isometric circles.

This will give us a required map of the circle, that we treat as an interval with endpoints identified, and the arcs are thought of as intervals, in the usual way. More precisely, we enumerate the sides of the fundamental domain as s1,,s2ns_{1},\ldots,s_{2n} in anti-clockwise direction and denote the end points of the isometric circle corresponding to sjs_{j} by x2j1x_{2j-1} and x2j+2x_{2j+2}, for j=1,,2n1j=1,\ldots,2n-1, and the end points of s2ns_{2n} we label x4n1x_{4n-1} and x2x_{2}. Then we define T: 1 0 -.25 1𝔻 1 0 -.25 1𝔻T\colon\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}\to\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D} by

T(x)={(sj)(x),if x[x2j1,x2j+1), for some j<2n;(s2n)(x),if x[x4n1,x1).T(x)=\begin{cases}\mapg(s_{j})(x),&\mbox{if }x\in[x_{2j-1},x_{2j+1}),\mbox{ for some }j<2n;\\ \mapg(s_{2n})(x),&\mbox{if }x\in[x_{4n-1},x_{1}).\end{cases} (2)

We summarise the main properties of the map TT in the following lemma.

Lemma 7.

The interval map TT is:

  1. 1.

    Real analytic on each interval of the partition specified in (2);

  2. 2.

    Uniformly expanding: β>1\exists\beta>1 such that |T(z)|β|T^{\prime}(z)|\geq\beta for every z 1 0 -.25 1𝔻z\in\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D};

  3. 3.

    Markov: there exists a finite refinement of the partition described in (2) with respect to which TT has Markov property. More precisely, one needs to take the endpoints of all sides of the tesselation that go through the vertices of the fundamental domain. The assumptions on the action of Γ\Gamma guarantee the finiteness of the refined partition.

These properties are very classical and lead to a clear understanding of the dynamics of the map. Moreover, these can be used to understand the induced action of the Fuchsian group Γ\Gamma on the boundary. In particular, we would like to replace the action

Γ× 1 0 -.25 1𝔻 1 0 -.25 1𝔻(,x)(x)\Gamma\times\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}\to\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}\qquad(\mapg,x)\mapsto\mapg(x)

by a single transformation T: 1 0 -.25 1𝔻 1 0 -.25 1𝔻T\colon\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}\to\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D} (up to finitely many points, which are the end points of the isometric circles).

Let us denote by Γx\Gamma x the orbit of xx under the action of the group, i.e., Γx={xΓ}\Gamma x=\{\mapg x\mid\mapg\in\Gamma\}.

Lemma 8.

The orbit Γx\Gamma x of a typical point x 1 0 -.25 1𝔻x\in\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D} can be written as an equivalence class

Γx={yn,m0:Tnx=Tmy},\Gamma x=\{y\mid\exists n,m\geq 0\colon T^{n}x=T^{m}y\},

where TT is defined by (2).

Example 4.

Consider a regular hyperbolic octagon with angles π4\frac{\pi}{4}. We can enumerate the edges sjs_{j}, j=1,,8j=1,\ldots,8. Then we may consider the orientation preserving isometries Γ0\Gamma_{0} of the hyperbolic plane which identify the opposite sides. Let Γ\Gamma be the group generated by Γ0\Gamma_{0}. One can check that the octagon is the fundamental domain of Γ\Gamma and sis_{i} is isometric circle of (si)\mapg(s_{i}). It follows by the symmetry that the Bowen–Series map TT has 1616 arcs of continuity, all of the same length. We would like to stress that TT is not Markov with respect to this partition, one needs to refine it. (See figure on the right, corresponding to the case when V=𝔻/ΓV=\mathbb{D}/\Gamma is the Bolza surface.)

[Uncaptioned image]

5 Dynamical Applications: Compact surfaces

We now return to the study of the dynamical properties of the geodesic flows on surfaces, particularly those which can be approached from the perspective of the associated Bowen–Series map on the unit circle (or more accurately, on a disjoint union of intervals). We would like to highlight two particularly well known properties.

5.1 Counting closed geodesics

We begin with a topological result. Let VV be a compact surface of constant negative curvature. It is easy to see that there are infinitely many closed geodesics since each free homotopy class (i.e., conjugacy class) in π1(V)\pi_{1}(V) contains a closed geodesic. Furthermore, there are countably many closed geodesics since each free homotopy class for a negatively curved surface contains precisely one closed geodesic. By a closed geodesic we mean the directed closed geodesics, i.e., each curve considered as a set actually corresponds to two directed geodesics, which differ by orientation.

Let us denote by (γ)\ell(\gamma) the length a (primitive) closed geodesic γ\gamma. Closed geodesics are in bijection with the (prime) closed orbits of the geodesics flow of the same length.

Notation.

The number of closed geodesics whose length is at most tt we denote by

N(t):=#{γ is primitive closed geodesic and (γ)t}N(t):=\#\{\gamma\mbox{ is primitive closed geodesic and }\ell(\gamma)\leq t\}

It is well known that N(t)N(t) is finite [9, Ch 9, §2]. Let us recall the further properties.

Lemma 9.

For a compact negatively curved surface we have:

  1. 1.

    N(t)N(t) is monotone increasing; and

  2. 2.

    limt1tlogN(t)=1\lim\limits_{t\to\infty}\frac{1}{t}\log N(t)=1.

The quantity that appears in the second part is the topological entropy of the geodesic flow. A much stronger result than Part (2) of Lemma 9 is the following asymptotic.

Theorem 1 (Huber [20, Satz 9]).

Let VV be a compact surface of constant negative curvature 1-1. Then

limtN(t)ett=1.\lim\limits_{t\to\infty}\frac{N(t)}{e^{t}}\cdot t=1.

The natural proof of Huber’s theorem uses the Selberg zeta function ZV(s)Z_{V}(s) and the location of its zeros. We recall the definition.

Definition 4.

We formally define the Selberg zeta function as an infinite product

ZV(s)=n=0γ(1e(s+n)(γ)),s,Z_{V}(s)=\prod_{n=0}^{\infty}\prod_{\gamma}\left(1-e^{-(s+n)\ell(\gamma)}\right),\quad s\in\mathbb{C}, (3)

where the product is taken over all closed geodesics on VV and (γ)\ell(\gamma) stands for the length of γ\gamma. The function is well defined, as the product converges to an analytic function for (s)>1\Re(s)>1.

The convergence of the infinite product from (3) on (s)>1\Re(s)>1 follows from the estimate in Lemma 9. The asymptotic estimates for the counting function N(t)N(t) follow completely by analogy with the Prime Number Theorem for primes and the zeta function ZV(s)Z_{V}(s) is used in place of the Riemann ζ\zeta-function.

The zeta function ZV(s)Z_{V}(s) formally defined on (s)>1\Re(s)>1 can be extended to the entire complex plane using the famous Selberg trace formula [24]. This is explained in the book of Hejhal [19] in considerable detail. We recall the basic properties:

Lemma 10.

Let VV be a compact surface of constant negative curvature. Then the Selberg zeta function has the following properties:

  1. 1.

    ZV(s)Z_{V}(s) analytic and non-zero for (s)>1\Re(s)>1;

  2. 2.

    ZV(s)Z_{V}(s) has a simple zero at s=1s=1;

  3. 3.

    ZV(s)Z_{V}(s) has an analytic extension to \mathbb{C}.

Remark 2.

Margulis [22] gave a generalisation of Huber’s theorem to the case of surfaces of variable negative curvature in his 1972 PhD thesis, that was published in English more than 30 years later. Margulis’ approach to Huber’s theorem (for κ<0\kappa<0) uses strong mixing of a suitable invariant measure (nowadays called the Bowen–Margulis measure) which maximises the entropy. The approach introduced by Margulis has now been adapted to a number of interesting generalizations.

We want to consider error terms in the asymptotic asymptotic relation from Theorem 1. To put this into perspective we need to recall what might happen in the corresponding setting in number theory.

5.2 Taking a leaf out of the number theory book

Let us begin by recalling some classical ideas from number theory. These are useful in understanding the role of the dynamical analogues.


Riemann ζ\zeta-function. We recall the definition of the Riemann ζ\zeta-function:

ζ(s)=n=11ns=p(1ps)1\zeta(s)=\sum_{n=1}^{\infty}\frac{1}{n^{s}}=\prod_{p}(1-p^{-s})^{-1}

where the Euler product is over the prime numbers. Below are some of the properties of this famous function.

Lemma 11.

The Riemann zeta ζ\zeta function has the following properties:

  1. 1.

    ζ(s)\zeta(s) is analytic and non-zero for (s)>1\Re(s)>1;

  2. 2.

    ζ(s)\zeta(s) has a simple pole at s=1s=1;

  3. 3.

    ζ(s)\zeta(s) has analytic extension to {1}\mathbb{C}\setminus\{1\}.

Of course there is additionally another property which has not yet been established.

Riemann hypothesis (1859):

All zeros of ζ\zeta in semi-plane (s)>0\Re(s)>0 lie on a line (s)=12\Re(s)=\frac{1}{2}.

This question is also known as Hilbert’s 8’th Problem and a Clay Institute Millennium Problem. There have been many attempts to prove this result, but so far the conjecture has resisted attempts. One particularly popular approach is the following:

Hilbert–Polya approach:

Try to relate the zeros of ζ\zeta to eigenvalues of some self-adjoint operator.

The motivation for this idea is the fact that the spectrum of a self-adjoint operator is necessarily contained in \mathbb{R}. Whereas it has proved ellusive for the Riemann zeta function, the analogue for the Selberg zeta function has been more successful.

5.3 Error terms in counting closed geodesics

There is an improvement to Huber’s basic Theorem 1 at least as stated. In fact, the original result of Huber included error terms, so now we are actually stating more of his original theorem.

Theorem 2 (Huber [21, Satz IV]).

Let VV be a compact surface with constant gaussian curvature κ=1\kappa=-1. There exists ε>0\varepsilon>0 such that

N(t)=2et1logudu(1+O(eεt))=li(et)(1+o(eεt)) as t+.N(t)=\int_{2}^{e^{t}}\frac{1}{\log u}{\mathrm{d}}u(1+O(e^{-\varepsilon t}))=\mathord{\rm li}(e^{t})(1+o(e^{-\varepsilon t}))\quad\mbox{ as }t\to+\infty.

In other words, there exist ε>0\varepsilon>0 and C>0C>0 such that |N(t)li(et)1|Ceεt\left|\frac{N(t)}{\mathord{\rm li}(e^{t})}-1\right|\leq Ce^{-\varepsilon t}.

Note that ε\varepsilon here is responsible for the rate of convergence, rather then “just” for the error term itself.

As is well known,

li(x):=2xduloguxlogx as x+.\mathord{\rm li}(x)\colon=\int_{2}^{x}\frac{{\mathrm{d}}u}{\log u}\sim\frac{x}{\log x}\mbox{ as }x\to+\infty.

Therefore this statement is consistent with the original statement of Theorem 1, but now has an additional error term.

The proof uses properties of ZVZ_{V} and the rate ε>0\varepsilon>0 depends on location of zeros. This is completely analogous to the situation in number theory where one studies a counting problem for prime numbers by using the Riemann zeta function, except in the present context we have stronger results on the zeta function.

For compact surfaces there is a natural self-adjoint operator. The extension and zeros of Selberg zeta function are related to the Laplacian Δ:2(V)2(V)\Delta\colon\mathcal{L}^{2}(V)\to\mathcal{L}^{2}(V). This can be defined as an operator on real analytic functions Δ:Cω(V)Cω(V)\Delta\colon C^{\omega}(V)\to C^{\omega}(V) and then extended to square integrable functions. Let

Δψn+λnψn=0\Delta\psi_{n}+\lambda_{n}\psi_{n}=0

be the eigenvalue equation. There are infinitely many eigenvalues

0=λ0<λ1λ2+0=\lambda_{0}<\lambda_{1}\leq\lambda_{2}\leq\ldots\nearrow+\infty

for the operator Δ-\Delta. Moreover, we have the following results:

  1. 1.

    #{λnt}Area(V)4πt\#\{\lambda_{n}\leq t\}\sim\frac{\mathrm{Area}(V)}{4\pi}\cdot t as tt\to\infty (Weyl, 1911);

  2. 2.

    The zeros of ZV(s)Z_{V}(s) in 0<(s)<10<\Re(s)<1 satisfy the equality sn(1sn)=λns_{n}(1-s_{n})=\lambda_{n}, where λn\lambda_{n} are eigenvalues of the Laplacian [37].

The second statement implies that sn=12±14λns_{n}=\frac{1}{2}\pm\sqrt{\frac{1}{4}-\lambda_{n}}, and lie on [0,1]{(s)=12}[0,1]\cup\{\Re(s)=\frac{1}{2}\}. This can be thought of as an analogue of the “Riemann Hypothesis”. We can formulate it as follows:

Corollary 1.

Let VV be a compact surface and let sns_{n} be a zero of the associated Selberg zeta function ZVZ_{V} defined by (3). Then either sn[0,1]s_{n}\in[0,1] or (sn)=12\Re(s_{n})=\frac{1}{2}.

The proof uses trace formulae to relate the zeros of ZVZ_{V} to the eigenvalues of the Laplacian. It is the self-adjointness of the Laplacian which ultimately leads to this property.

[Uncaptioned image]
Figure 4: The zeros of the Selberg zeta function

The parameter ε>0\varepsilon>0 for the error term for counting closed orbits in Theorem 2 can be expressed in terms of the eigenvalues of the Laplacian, namely, it corresponds to the distance of the zeros of ZVZ_{V} from the line (s)=1\Re(s)=1 (although one may need to take ε\varepsilon slightly smaller).

Remark 3.

The value of ε>0\varepsilon>0 can be arbitrary small. This follows from its spectral interpretation (in terms of the Laplacian) and corresponds to having eigenvalues close to 0. Using classical results of Cheeger [11], Schoen–Wolpert–Yau [36] one can show that ε(γ0)\varepsilon\asymp\ell(\gamma_{0}) where (γ0)\ell(\gamma_{0}) is the length of the shortest closed dividing geodesic on VV.

The approach and the statement fail if VV has infinite area. In general case there is no reason for zeros to lie on such lines. In the context of non-compact surfaces we need an alternative approach using the Bowen–Series map, that allows us to establish a correspondence between closed geodesics and closed orbits.

Recall that a geodesic is called prime if it traces its path exactly once. We say that a periodic orbit {x,Tx,,Tn1xTnx=x}\{x,Tx,\ldots,T^{n-1}x\mid T^{n}x=x\} is prime if TkxxT^{k}x\neq x for all 1k<n1\leq k<n.

Lemma 12.

There is a bijection between closed (prime) geodesics γ\gamma on VV and closed (prime) orbits {x,Tx,,Tn1xTnx=x}\{x,Tx,\ldots,T^{n-1}x\mid T^{n}x=x\}, where TT is defined by (2), except for a finite number of geodesics corresponding to the endpoints of the intervals of analyticity of TT.

An advantage of the Bowen–Series construction is that the map TT defined by (2) can be used to recover the lengths of closed geodesics. More precisely,

Lemma 13.

If γ\gamma is a prime closed geodesic of length (γ)\ell(\gamma) with associated prime periodic TT-orbit

{x,Tx,,Tn1xTnx=x},\left\{x,Tx,\ldots,T^{n-1}x\mid T^{n}x=x\right\},

then (γ)=log|(Tn)(x)|\ell(\gamma)=\log|(T^{n})^{\prime}(x)|.

In particular, we can interpret the length of γ\gamma as the Lyapunov exponent of the periodic orbit, which gives a clue to the Lemma.

To take advantage of this correspondence to study zeta function ZVZ_{V}, we introduce the family of complex Ruelle–Perron–Frobenius transfer operators (indexed by ss\in\mathbb{C}). This is often referred to as the “Thermodynamic Viewpoint” [30]. We begin by recalling the definition.

Definition 5.

Given a (possibly infinite) disjoint union of intervals XX and associated piece-wise analytic map TT we can define a family of transfer operators on a space of continuous functions s:C0(X)C0(X)\mathcal{L}_{s}\colon C^{0}(X)\to C^{0}(X) by

[sf](x)=Ty=xeslog|T(y)|f(y),s[\mathcal{L}_{s}f](x)=\sum_{Ty=x}e^{-s\log|T^{\prime}(y)|}f(y),\quad s\in\mathbb{C}
Remark 4.

When s=1s=1, this reduces to the “usual” Ruelle–Perron–Frobenius operator for an expanding interval map.

However, in order to proceed we need to replace the big space C0(X)C^{0}(X) by a smaller Banach space upon which the transfer operator has good spectral estimates.

5.4 The Banach spaces

Let {Ij}\{I_{j}\} denote the arcs in the Bowen–Series coding (not to be confused with intervals from the definition of TT).

  1. 1.

    Choose (small) open neighbourhoods IjUjI_{j}\subset U_{j}\subset\mathbb{C} such that for any IjT(Ik)I_{j}\subset T(I_{k}) we have that the closure Uj¯T(Uk)\overline{U_{j}}\subset T(U_{k});

  2. 2.

    Let BC0(kUk)B\subset C^{0}(\sqcup_{k}U_{k}) be the Banach space of bounded analytic functions on the disjoint union kUk\bigsqcup_{k}U_{k} with the supremum norm

    f=supzkUk|f(z)|;\|f\|=\sup_{z\in\bigsqcup_{k}U_{k}}|f(z)|;
  3. 3.

    By construction we see that the Banach space is preserved by all s\mathcal{L}_{s}, i.e., s:BB\mathcal{L}_{s}\colon B\to B for all ss\in\mathbb{C};

[Uncaptioned image]
Figure 5: Arcs Ij 1 0 -.25 1𝔻I_{j}\subset\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D} of a Markov partition of TT, their images and neighbourhoods.
  1. 4.

    On the Banach space BB we have that s\mathcal{L}_{s} is trace class; in other words, there exists only countable many non-zero eigenvalues and their sum is finite222This follows directly from the fundamental work of Grothendieck [17][18] and Ruelle [35]. We also refer the reader to [23].. The finiteness of trace allows us to write

    det(Is):=exp(n=11ntrace(sn)),\det(I-\mathcal{L}_{s})\colon=\exp\left(-\sum\limits_{n=1}^{\infty}\frac{1}{n}\mathop{\rm trace}(\mathcal{L}_{s}^{n})\right),

    where the right hand side converges to an analytic function for all ss\in\mathbb{C}; and

  2. 5.

    Furthermore the connection between the derivative of TT and the length of closed geodesics allows one to establish ZV(s)=det(Is)Z_{V}(s)=\det(I-\mathcal{L}_{s}); Finally

  3. 6.

    We have the classical observation: ZV(s)=0Z_{V}(s)=0 if and only if there exists a non-zero function fCω(kUk)f\in C^{\omega}(\sqcup_{k}U_{k}) such that sf=f\mathcal{L}_{s}f=f.

We will return to the use of Banach spaces later in the special case of infinite area surfaces, where the compactness enters via the limit set Λ\Lambda.

5.5 Mixing of geodesic flow

We next consider a closely related problem in the general area of smooth ergodic theory. We begin with a definition.

Definition 6.

Let YY be the unit tangent bundle to a surface VV and let ν\nu be a (normalised) Liouville measure on YY. Given two smooth functions F,G:YF,G\colon Y\to\mathbb{R} and a geodesic flow φt\varphi_{t} on YY, we define a correlation function:

ρ(t)=YF(φtx)G(x)𝑑ν(x)YF𝑑νYG𝑑ν,t0,\rho(t)=\int_{Y}F(\varphi_{t}x)G(x)d\nu(x)-\int_{Y}Fd\nu\int_{Y}Gd\nu,\quad t\geq 0,

We say that the flow is strong mixing if ρ(t)0\rho(t)\to 0 as t+t\to+\infty. The rate of convergence in this case is referred to as the rate of mixing.

In the case of constant negative curvature the Liouville measure corresponds to the normalised Haar measure.

Mixing is a property in the hierarchy of ergodic properties. It implies ergodicity and is in turn implied by the Bernoulli property. In the case of square integrable functions F,GL2(ν)F,G\in L^{2}(\nu) there is no reason to expect to be able to say anything about the speed of mixing (i.e., the rate at which ρ(t)\rho(t) tends to zero). But since we are assuming FF and GG are smooth more can be said.

Of course the definition can also be reformulated for different invariant measures, but for our present purposes we only need to consider the measure ν\nu.

The following result dates back over sixty years and was the forerunner of method that has proved to be very successful over subsequent years.

Theorem 3 (Fomin–Gelfand, 1952).

The geodesic flow on a manifold of constant negative curvature, is strong mixing, in other words ρ(t)0\rho(t)\to 0 as t+t\to+\infty.

The proof of Theorem 3 uses unitary representation of SL(2,)SL(2,\mathbb{R}) on the space L2(Y)L^{2}(Y) given by [Uf](x)=f(x1)[Uf](x)=f({}^{-1}x). The representation UU is reducible and therefore the problem of establishing strong mixing is reduced to the understanding of the action of each of the component representations. This brings us to the next question:

Question 4.

Can we estimate the speed of convergence ρ(t)0\rho(t)\to 0 or improve on these results in any way?

The following results on mixing don’t directly rely on properties of the zeta function, but the underlying mechanisms are similar as will hopefully soon become apparent.

Theorem 4.

Let VV be a compact surface of constant curvature κ=1\kappa=-1 and let YY be its unit tangent bundle. Given two functions F,GC(Y)F,G\in C^{\infty}(Y) there exist ε>0\varepsilon>0, C>0C>0 such that the correlation function of the geodesic flow φt\varphi_{t} satisfies

|ρ(t)|Ceεt,t0,|\rho(t)|\leq Ce^{-\varepsilon t},\quad t\geq 0,

where CC depends on FF and GG, but ε\varepsilon depends only on the geodesic flow.

The argument is based on representation theory approach. In fact the correlation functions correspond to “decay of matrix coefficients” in representation theory [26].

We have used the same constant ε>0\varepsilon>0 for both results, in the counting geodesics problem Theorem 2, and for the speed of mixing of geodesic flow in Theorem 4. Assuming this wasn’t carelessness, one might ask the following question:

Question 5.

How are the ε\varepsilon’s related in two problems?

The simple answer is: “They are the same!”. To see this, we can consider the Laplace transform of the correlation function ρ\rho:

ρ^(z)=0eztρ(t)dt,z.\hat{\rho}(z)=\int_{0}^{\infty}e^{-zt}\rho(t)\mathrm{d}t,\quad z\in\mathbb{C}.

Thus we are introducing another complex function to describe the mixing rate. The function ρ^\hat{\rho} is well-defined for (z)>0\Re(z)>0 since the integral converges on this half-plane. However, there is much more that one can say. We recall the following properties of ρ^\hat{\rho}.

Lemma 14.

The Laplace transform of the correlation function has the following properties:

  1. 1.

    The function ρ^\hat{\rho} extends meromorphically to \mathbb{C};

  2. 2.

    Poles znz_{n} for ρ^\hat{\rho} are related to zeros sns_{n} for the zeta function ZVZ_{V} by zn=sn1z_{n}=s_{n}-1; and

  3. 3.

    The absence of poles for the Laplace transform ρ^\hat{\rho} for a large half-plane (z)>ε\Re(z)>-\varepsilon implies exponential decay of ρ\rho (here ε\varepsilon is the same as in Theorem 4).

The existence of meromorphic extension of ρ^\hat{\rho} can be obtained by establishing a connection with the resolvent of the transfer operators and using properties of the spectrum of the transfer operator. The second part follows from the observation that ZVZ_{V} has a similar connection to the spectra of a suitable transfer operator. The last part is classical harmonic analysis using the Paley–Wiener theorem.

Definition 7.

The poles of the meromorphic extension of ρ^\hat{\rho} (or sometimes zeros of ZVZ_{V}) are called resonances.

6 The Bowen–Series map for infinite area surfaces

Henceforth, we now want to consider the case of infinite area surfaces VV. However, we shall only consider the case that VV has no cusps, or equivalently the corresponding Fuchsian group Γ\Gamma has no parabolic points.

We want to construct the boundary map associated to the action of the group on the limit set. Recall that by Lemma 5 in this case the limit set Λ\Lambda is a Cantor set. The same basic approach applies — except that it is even easier: this time we have to define an expanding map T:ΛΛT\colon\Lambda\to\Lambda on the Cantor set. This is best illustrated by an example. We recall our basic example of the three funnelled surface.

Example 5 (Three funnelled surface).

Let VV be the three funnelled surface described in Example 2. We can write V=𝔻/ΓV=\mathbb{D}/\Gamma where Γ=π1(V)\Gamma=\pi_{1}(V) is the associated Schottky group of isometries. Since VV homotopically equivalent to figure eight, Γ=,12\Gamma=\langle{}_{1},{}_{2}\rangle as a free group on two generators ,12Isom(𝔻){}_{1},{}_{2}\in\mathop{\mathrm{Isom}}(\mathbb{D}). One classical construction is to take two pairs of disjoint geodesics γ0,γ1,γ2,γ3\gamma_{0},\gamma_{1},\gamma_{2},\gamma_{3} and isometries identifying geodesics within each pair and mapping “exterior” of γj\gamma_{j} into “interior” of γ(j+2)mod4\gamma_{(j+2)\allowbreak\mathord{\rm mod}\allowbreak\,\!4}, as pictured in Figure 6, so that :0γ0γ2{}_{0}\colon\gamma_{0}\to\gamma_{2}, :1γ1γ3{}_{1}\colon\gamma_{1}\to\gamma_{3}, and =201{}_{2}={}_{0}^{-1}, =311{}_{3}={}_{1}^{-1}. Let Λj\Lambda_{j} be the part of Λ\Lambda enclosed between the end points of γj\gamma_{j}. Thus we have a partition Λ=jΛj\Lambda=\sqcup_{j}\Lambda_{j}.

[Uncaptioned image]
Figure 6: Partition of the Cantor set jΛj\sqcup_{j}\Lambda_{j}.

We can then define a Bowen–Series map T:ΛΛT:\Lambda\to\Lambda by T(x)=(x)jT(x)={}_{j}(x) for xΛjx\in\Lambda_{j}. It is easy to see that this is strictly expanding (i.e., |T(x)|>1|T^{\prime}(x)|>1 for xΛx\in\Lambda) and Markov, in the sense that the image T(Λj)T(\Lambda_{j}) is the union of the three elements of the partition

Λj=k(j+2)mod4Λk.\Lambda_{j}=\bigcup_{k\neq(j+2)\allowbreak\mathord{\rm mod}\allowbreak\,\!4}\Lambda_{k}.

In Lemma 5 we introduced Hausdorff dimension δ\delta of the limit Λ 1 0 -.25 1𝔻\Lambda\subset\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}. It turns out we can write δ\delta in terms of the transformation T:ΛΛT\colon\Lambda\to\Lambda and its derivative. In order to formulate this we need the following definition of a pressure functional.

Definition 8.

We define the pressure functional P:C0(Λ)P:C^{0}(\Lambda)\to\mathbb{R} by

P(f):=limn1nlog(Tnx=xexp(j=0n1f(Tjx))).P(f)\colon=\lim_{n\to\infty}\frac{1}{n}\log\left(\sum_{T^{n}x=x}\exp\left(\sum_{j=0}^{n-1}f(T^{j}x)\right)\right).

Equivalently, we can define the pressure using the variational principle:

P(f):=sup{htop(μ)+fdμμ is a T-invariant probability measure.}P(f)\colon=\sup\left\{h_{\mathrm{top}}(\mu)+\int fd\mu\mid\mu\mbox{ is a }T\mbox{-invariant probability measure}.\right\}

It is a classical result that in the present context of expanding maps the limit always exists and finite, we refer the reader to [30] for details. We now have the following promised characterisation of δ=dimHΛ\delta=\mathop{\mathrm{dim}}_{H}\Lambda in terms of the functions on the boundary.

Lemma 15.

The Hausdorff dimension δ=dimHΛ\delta=\mathord{\mathrm{dim}}_{H}\Lambda satisfies P(δlog|T(x)|)=0P(-\delta\log|T^{\prime}(x)|)=0.

ttP(log|T(x)|t)P(-\log|T^{\prime}(x)|\cdot t)δ\delta
Figure 7: A typical plot of the pressure function.

By analogy with the case of compact surfaces, we can introduce a family of complex Ruelle–Perron–Frobenius transfer operators (s)(s\in\mathbb{C}) initially defined on continuous333in the induced topology on  1 0 -.25 1𝔻\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}. functions C0(Λ)C^{0}(\Lambda) on the limit set Λ\Lambda.

Definition 9.

We can define the transfer operators s:C0(Λ)C0(Λ)\mathcal{L}_{s}\colon C^{0}(\Lambda)\to C^{0}(\Lambda) by

sf(x)=Ty=xeslog|T(y)|f(y),s.\mathcal{L}_{s}f(x)=\sum_{Ty=x}e^{-s\log|T^{\prime}(y)|}f(y),\quad s\in\mathbb{C}. (4)

This gives us another interpretation of the value δ=dimHΛ\delta=\dim_{H}\Lambda.

Lemma 16.

The parameter value s=δs=\delta corresponds to the case when the operator s\mathcal{L}_{s} has the maximal eigenvalue 11.

As before, to study the zeta function ZVZ_{V} using the transfer operators we need to replace C0(Λ)C^{0}(\Lambda) by a smaller Banach space upon which the transfer operator has good spectral estimates.

7 Dynamical applications: non-compact surfaces

We want to find analogues of the counting and mixing results from Theorems 2 and 4, respectively, in the case that we have a surface of infinite area. We begin with the counting problem for closed geodesics.

7.1 Counting closed geodesics

As in the case of compact surfaces, one has in the non-compact case that there are infinitely many closed geodesics (with one in each free homotopy class). The obvious question is the following.

Question 6.

What are the analogous results on the asymptotic behaviour of the number of closed geodesics in non-compact case?

Assume that V=𝔻/ΓV=\mathbb{D}/\Gamma is a surface of infinite area, where Γ\Gamma denotes the associated Fuchsian group. We first recall that δ\delta denotes the Hausdorff dimension of the limit set and let us again denote by #{γ:(γ)t}=:N(t)\#\{\gamma\colon\ell(\gamma)\leq t\}=\colon N(t) the number of prime closed geodesics of length at most tt. Now we can state the first result, which gives that δ\delta is also the asymptotic growth rate of N(t)N(t).

Lemma 17.

The value δ=dimHΛ\delta=\dim_{H}\Lambda is the growth rate of the number of closed geodesics:

δ=limt1tlog#{prime closed geodesic γ with (γ)t}.\delta=\lim_{t\to\infty}\frac{1}{t}\log\#\{\mbox{prime closed geodesic }\gamma\mbox{ with }\ell(\gamma)\leq t\}.

The stronger asymptotic result in the case of closed geodesics for compact surfaces (Theorem 1) can also be extended to this case.

Theorem 5.

We can write

N(t)eδtδt as t+N(t)\sim\frac{e^{\delta t}}{\delta t}\mbox{ as }t\to+\infty

(Compare with the compact case result in Theorem 1 taking into account that in that case the limit set is the entire circle and δ=1\delta=1.)

However, whereas the proof in the case of compact surfaces used the Selberg trace formulae this is not available to us in the case of general infinite area surfaces. Instead in the present setting the transfer operators can be used to give an extension to the zeta function ZVZ_{V} and this leads to a proof of Theorem 5. Similarly to the compact case there is a stronger form of the asymptotic formula with an error term.

Theorem 6 (Naud 2005).

There exists ε>0\varepsilon>0 such that

N(t)=2eδt1logudu(1+O(eεt))=li(eδt)+O(e(δε)t), as t+.N(t)=\int_{2}^{e^{\delta t}}\frac{1}{\log u}\mathrm{d}u\left(1+O(e^{-\varepsilon t})\right)=\mathop{\mathrm{li}}(e^{\delta t})+O(e^{(\delta-\varepsilon)t}),\mbox{ as }t\to+\infty.

Both results Theorem 6 and Theorem 5 require the dynamical approach of transfer operators. This method also applicable in the case of compact surfaces, but in that case we had the luxury of using the trace formulae, which served us even better in as much as they gave both an analytic extension and additional information on the location of the zeros. Despite its apparent greater generality, or perhaps because of it, the transfer operator approach has the downside that there is less control over the location of zeros. The next lemma is the analogue of Lemma 12 for compact surfaces.

Lemma 18.

There is a one-to-one correspondence between

  1. 1.

    Closed (prime) geodesics γ\gamma; and

  2. 2.

    Periodic (prime) orbits of the Bowen–Series map {x,Tx,,Tn1x}\{x,Tx,\ldots,T^{n-1}x\} where Tnx=xT^{n}x=x.

In fact, Lemma 18 has one improvement on Lemma 12 in as much as there is a bijection, without having to concern ourselves with a finite number of exceptional geodesics.

As in the case of compact surfaces we have the following correspondence for the lengths (compare with Lemma 13).

Lemma 19.

To every prime closed geodesics γ\gamma which is not a bounding curve we can associate a periodic (prime) orbit of a Bowen–Series map {x,Tx,,Tn1x}\{x,Tx,\ldots,T^{n-1}x\}, Tnx=xT^{n}x=x where (γ)=log|(Tn)(x)|\ell(\gamma)=\log|(T^{n})^{\prime}(x)|.

We again define the Selberg zeta function

ZV(s)=n=0γ(1e(s+n)(γ))Z_{V}(s)=\prod_{n=0}^{\infty}\prod_{\gamma}\left(1-e^{-(s+n)\ell(\gamma)}\right) (5)

where the product is taken over all prime closed geodesics γ\gamma and (γ)\ell(\gamma) is the length; as before in (3). Note that in the case of infinite area surfaces the closed geodesics are contained in the recurrent part of the flow. The infinite product on the right hand side of (5) converges for (s)>δ\Re(s)>\delta as is easily seen using Theorem 5 and defines an analytic function.

To proceed we again replace C0(X)C^{0}(X) by a smaller Banach space upon which the transfer operator has good spectral estimates (e.g. Hölder, C1C^{1}, CkC^{k}, CωC^{\omega}, the smaller space the better the results).

7.2 The Banach spaces

The main case we want to concentrate on is the three funnelled surface (or “pair of pants”) from Example 5. This will be a paradigm for a general case.

In order to study the zeta function ZVZ_{V} using the transfer operator we need to be more restrictive in the type of Banach space upon which the transfer operator acts. We will consider a Banach space of analytic functions.

  1. 1.

    Choose four disjoint open neighbourhoods UjΛjU_{j}\supset\Lambda_{j} of elements of partition of the Cantor set, as pictured in Figure 6;

  2. 2.

    Let BCω(jUj)B\subset C^{\omega}(\sqcup_{j}U_{j}) be the Banach space of bounded analytic functions on the disjoint union of the disks jUj\sqcup_{j}U_{j} with the norm

    f=supzjUj|f(z)|.\|f\|=\sup_{z\in\sqcup_{j}U_{j}}|f(z)|.

    Of course, this is equivalent to the direct sum of spaces of analytic functions on each of the four neighbourhoods.

  3. 3.

    By construction we see that the Banach space is preserved by transfer operators given by (4), i.e., s:BB{\mathcal{L}}_{s}\colon B\to B for every ss\in\mathbb{C}.

  4. 4.

    On the Banach space BB we have that s\mathcal{L}_{s} is trace class, in particular, there exists only a countable set of non-zero eigenvalues which sum is finite444This again follows directly from the works of Grothendieck [17][18] and Ruelle [35].. Thus we can write

    det(Is):=exp(n=11ntrace(sn))\det(I-\mathcal{L}_{s})\colon=\exp\left(-\sum\limits_{n=1}^{\infty}\frac{1}{n}\mathop{\rm trace}(\mathcal{L}_{s}^{n})\right)

    and the right hand side converges to a function analytic on \mathbb{C}.

  5. 5.

    Furthermore using the connection between the derivatives of the Bowen–Series map and closed geodesics one can show that ZV(s)=det(Is)Z_{V}(s)=\det(I-\mathcal{L}_{s}).

  6. 6.

    Finally, we have the classical observation: ZV(s)=0Z_{V}(s)=0 if and only if there exists a function f0Bf\neq 0\in B such that sf=f\mathcal{L}_{s}f=f. Thus in order to show that there is a zero free strip it suffices to show that there exists δ<δ\delta^{\prime}<\delta such that for any δ<(s)<δ\delta^{\prime}<\Re(s)<\delta the operator s\mathcal{L}_{s} doesn’t have 11 as an eigenvalue.

As we have observed already, closed geodesics in the case of non-compact surfaces lie in the recurrent part of the geodesic flow. We also adopt the convection that they are oriented geodesics (i.e., a pair of geodesics which are identical as sets but have different orientations counted as two different geodesics).

We recall basic properties of the zeta function (cf. [31]) for infinite area surfaces.

Lemma 20.

Let VV be an infinite area surface of constant negative Gaussian curvature 1-1.

  1. 1.

    The infinite product (5) converges for (s)>δ\Re(s)>\delta and therefore ZVZ_{V} is a well defined analytic function on this half-plane;

  2. 2.

    The zeta function ZVZ_{V} has an analytic extension to \mathbb{C}.

7.3 Measures and mixing

To extend the theory to the case of surfaces of infinite area we first need a new measure replacing the Haar measure. In this case we are concerned with measures supported on the recurrent part of the geodesic flow. The easiest way to construct such measures is by using the classical construction of measures on the limit set and then to convert these into measures invariant by the geodesic flow and supported on the recurrent part of the flow.

Definition 10.

Let δ0\delta_{\mapg 0} is the Dirac delta measure supported on the point 0\mapg 0. We can define a measure on the limit set Λ\Lambda by

νδ(A)=limtδ1tδΓδ0(A)etd(0,0)Γeδd(0,0),AΛ.\nu_{\delta}(A)=\lim_{t\searrow\delta}\frac{1}{t-\delta}\cdot\frac{\sum_{\mapg\in\Gamma}\delta_{\mapg 0}(A)e^{-td(0,\mapg 0)}}{\sum_{\mapg\in\Gamma}e^{-\delta d(0,\mapg 0)}},\qquad A\subset\Lambda.

This is the standard construction of the Patterson–Sullivan measure on Λ\Lambda (cf. a book of Nicholls [29, Ch. 3], for example). Although for each parameter tt we obtain a measure on the countable set of points in the orbit of the point x0x_{0}, and these measure live on the open disk and give zero measure to the boundary circle (and the limit set). As tt decreases more weight is given to points closer to the boundary (in the Euclidean metric). In the limit these measures converge in the weak-* topology of measures (on the closed unit disk) to a measure actually supported on the boundary cicle.

We use the Patterson–Sullivan measure νδ\nu_{\delta} and the Lebesgue measure along the flow direction dtdt to define a flow invariant measure ν^δ\widehat{\nu}_{\delta} on the unit tangent bundle to the universal cover, which can be identified with ( 1 0 -.25 1𝔻× 1 0 -.25 1𝔻diagonal)×\bigl{(}\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}\times\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}\setminus\mbox{diagonal}\bigr{)}\times\mathbb{R} by:

dν^δ(x,y,t)=dνδ×dνδ×dt|xy|2δd\widehat{\nu}_{\delta}(x,y,t)=\frac{d\nu_{\delta}\times d\nu_{\delta}\times dt}{|x-y|^{2\delta}}

This corresponds to an invariant measure on  1 0 -.25 1𝔻× 1 0 -.25 1𝔻\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D}\times\mbox{\hskip 5.30904pt{1 0 -.25 1}\hbox to0.0pt{\hss\leavevmode\hbox{\set@color$\partial$}}}\mathbb{D} under the diagonal action of Γ\Gamma, i.e., (x,y)=(x,y)\mapg(x,y)=(\mapg x,\mapg y). Finally, by considering the quotient by Γ\Gamma and normalizing we arrive at a φt\varphi_{t}-invariant measure ν\nu on the unit tangent bundle YY.

Similarly to the compact case (Definition 6), given two smooth functions F,G:YF,G\colon Y\to\mathbb{R} we define the correlation function associated to the flow φt\varphi_{t} by

ρ(t)=Y(Fφt)G𝑑νYF𝑑νYG𝑑ν\rho(t)=\int_{Y}(F\circ\varphi_{t})Gd\nu-\int_{Y}Fd\nu\int_{Y}Gd\nu

In the case of infinite area surfaces the approach of unitary representations does not apply so naturally. However, there are dynamical approaches, mostly rooted in the work of Dolgopyat [12], that gives an analogue to Theorem 4.

Theorem 7 (Naud, 2005).

There exists C,ε>0C,\varepsilon>0 such that |ρ(t)|Ceεt|\rho(t)|\leq Ce^{-\varepsilon t} for t0t\geq 0.

The proof makes use of transfer operators. These are used to analyze the Laplace transform ρ^\hat{\rho} by showing that the resolvent of the transfer operator s\mathcal{L}_{s} given by (4) has no poles for (s)ε\Re(s)\geq-\varepsilon.

8 Location of resonances for infinite area surfaces

Finally, we want to discuss the behaviour of the distribution of the zeros for the analytic extension of the Selberg zeta function in the case of infinite area surfaces.

8.1 Rigorous results: the case of pair of pants

To demonstrate the method, we will consider the case of a pair of pants. This is the simplest example to study and in this case the results are clearer to interpret. However, the analysis can be adapted to other examples and some of these are discussed in the last section.

8.1.1 Distribution of zeros

Since the Hausdorff dimension corresponds to the parameter value when the operator s\mathcal{L}_{s} has maximal eigenvalue 11, and the zeta function is det(Is)\det(I-\mathcal{L}_{s}), we may deduce that ZV(δ)=0Z_{V}(\delta)=0. We also know [27] that there are no zeros in a (possibly very) small strip δ<(s)<δ\delta^{\prime}<\Re(s)<\delta. A natural question so ask is what happens when we first venture into the region (s)<δ\Re(s)<\delta^{\prime}?

Question 7.

What about the other zeros not so near (s)=δ\Re(s)=\delta?

Since we expect that there will be zeros in a larger region, it is therefore more appropriate to ask about the density of zeros. Naud showed the following:

Theorem 8 (Naud, 2014).

Fix σ(δ2,δ)\sigma\in\left(\frac{\delta}{2},\delta\right). Then there exists 0<η<δ0<\eta<\delta:

#{sn=σn+itnZV(sn)=0:σσnδ,|tn|t}=O(t1+η).\#\{s_{n}=\sigma_{n}+it_{n}\mid Z_{V}(s_{n})=0\colon\sigma\leq\sigma_{n}\leq\delta,\,|t_{n}|\leq t\}=O\left(t^{1+\eta}\right).

The proof is particularly elegant and uses both the Bowen–Series map and properties of the pressure.

8.1.2 Patterns of zeros

Our final result concerns the strange patterns of zeros that one sees empirically. Consider again the example of a pair of pants and associate the Selberg zeta function (cf. (5))

ZV(s)=n=0γ(1e(s+n)(γ)),s,Z_{V}(s)=\prod_{n=0}^{\infty}\prod_{\gamma}\left(1-e^{-(s+n)\ell(\gamma)}\right),\qquad s\in\mathbb{C},

where γ\gamma is a (prime) closed geodesic or an orbit of the flow of length (γ)\ell(\gamma). We have already mentioned (cf. Lemma 20) that the infinite product converges for (s)>δ=dimHΛ\Re(s)>\delta=\dim_{H}\Lambda, the Hausdorff dimension of the limit set of the associated Bowen–Series map and there is an analytic extension to \mathbb{C}, that can be established using trace of the associated transfer operator.

The main object of study in this section is the zero set of the function ZVZ_{V}:

𝒮V:={sZV(s)=0}.\mathcal{S}_{V}\colon=\{s\in\mathbb{C}\mid Z_{V}(s)=0\}. (6)
Question 8.

Where are the zeros of ZV(s)Z_{V}(s), in strip 0<(s)<δ0<\Re(s)<\delta located?

In pioneering experimental work, D. Borthwick has studied the location of the zeros for the zeta function in specific examples of infinite area surfaces [5]. The plot in Figure 8 is fairly typical for zeros in the critical strip for a symmetric three funnelled surface where each of the three simple closed geodesics corresponding to a funnel has the same, sufficiently large, length. A modern laptop allows one to study symmetric three funneled surface with the length of the three defining closed geodesics at least 88 without much difficulty.

Refer to caption

Figure 8: The zeros of the associated zeta function ZVZ_{V} in the critical strip. The individual zeros are so close in the plot that it creates the illusion that they form well defined smooth curves.

Based on numerical evidence, we make the following simple empirical observations


Informal Qualitative Observations. Let V=V(b)V=V(b) be the three funnelled surface defined by three simple closed geodesics of equal length555This normalization makes formulae in subsequent calculations shorter. 2b2b then for a sufficiently large bb:

O1

: The set of zeros 𝒮V\mathcal{S}_{V} appears to be an almost periodic set with translations

τ={i(πkeb+εk)k}\tau=\{i(\pi ke^{b}+\varepsilon_{k})\mid k\in\mathbb{N}\}

where εk=εk(b)=o(eb/2)\varepsilon_{k}=\varepsilon_{k}(b)=o(e^{-b/2}) as b+b\to+\infty for each kk.

O2

: The set of zeros 𝒮V\mathcal{S}_{V} appears to lie on a few distinct curves, which seem to have a common intersection point at δ2+iπ2eb\frac{\delta}{2}+i\frac{\pi}{2}e^{b}, as b+b\to+\infty.

One way to understanding these observations is to find an approximation of the zeta function by a simpler expressions whose zero set can be described. The first obstacle is that for large bb the value of δ=dimHΛ\delta=\mathord{\mathrm{dim}}_{H}\Lambda will be small. We begin by recalling the following result of McMullen [25]:

Lemma 21.

The largest real zero δln2b\delta\sim\frac{\ln 2}{b} as b+b\to+\infty, i.e., limb+bδ=ln2\lim\limits_{b\to+\infty}b\delta=\ln 2.

It gives us the width of the critical strip: we see immediately that in the limit b+b\to+\infty the zero set “converges” to the imaginary axis. We therefore apply an affine rescaling that allows us to see the pattern in the zero set for large values of bb. A natural choice for rescaling factors is the approximate period of the pattern in the imaginary direction and the approximate reciprocal of the width of the critical strip in the real direction.

Notation.

We will be using the following notation.

  1. (a)

    A compact part of the critical strip of height h>0h>0 which we denote by

    (h)={s0(s)δ and |(s)|h};{\mathcal{R}}(h)=\{s\in\mathbb{C}\mid 0\leq\Re(s)\leq\delta\mbox{ and }|\Im(s)|\leq h\};

    and a compact part of the normalized critical strip of height h^>0\hat{h}>0 which we denote by

    ^(h^)={s0(s)ln2 and |(s)|h^}.\widehat{\mathcal{R}}(\hat{h})=\{s\in\mathbb{C}\mid 0\leq\Re(s)\leq\ln 2\mbox{ and }|\Im(s)|\leq\hat{h}\}.
  2. (b)

    We denote the rescaled set of zeros by

    𝒮^V:={σb+iebt|σ+it𝒮V}.\widehat{\mathcal{S}}_{V}\colon=\left\{\sigma b+ie^{-b}t\,\Bigl{|}\,\sigma+it\in{\mathcal{S}}_{V}\right\}.

    where evidently, 0<(𝒮^V)ln20<\Re(\widehat{\mathcal{S}}_{V})\leq\ln 2.

δ\deltahhln2\ln 2h^\hat{h}(h)\mathcal{R}(h)^(h^)\widehat{\mathcal{R}}(\hat{h})00
δ\deltaπeb\pi e^{b}ln2\ln 2π\piAbA_{b}
Figure 9: Left: The strips (h){\mathcal{R}}(h) and ^(h^)\widehat{\mathcal{R}}(\hat{h}); Right: By renormalizing the strip (πeb){\mathcal{R}}(\pi e^{b}) to ^(π)\widehat{\mathcal{R}}(\pi) we can compare the zeros of zeta functions for different bb, as bb tends to infinity.

We now introduce a family of four curves approximating 𝒮^V\widehat{\mathcal{S}}_{V} as b+b\to+\infty.

  1. (c)

    Let 𝒞=j=14𝒞j\mathcal{C}=\cup_{j=1}^{4}\mathcal{C}_{j}, where the 𝒞i\mathcal{C}_{i} are explicit curves given by

    𝒞1\displaystyle\mathcal{C}_{1} ={12ln|22cos(t)|+it|π3tπ};\displaystyle=\left\{\frac{1}{2}\ln|2-2\cos(t)|+it\,\Bigl{|}\,\frac{\pi}{3}\leq t\leq\pi\right\};
    𝒞2\displaystyle\mathcal{C}_{2} ={12ln|2+2cos(t)|+it| 0t2π3};\displaystyle=\left\{\frac{1}{2}\ln|2+2\cos(t)|+it\,\Bigl{|}\,0\leq t\leq\frac{2\pi}{3}\right\};
    𝒞3\displaystyle\mathcal{C}_{3} ={12ln|112e2it12eit43e2it|+it| 0t3π4};\displaystyle=\left\{\frac{1}{2}\ln\Bigl{|}1-\frac{1}{2}e^{2it}-\frac{1}{2}e^{it}\sqrt{4-3e^{2it}}\Bigr{|}+it\,\Bigl{|}\,0\leq t\leq\frac{3\pi}{4}\right\};
    𝒞4\displaystyle\mathcal{C}_{4} ={12ln|112e2it+12eit43e2it|+it|π4tπ}.\displaystyle=\left\{\frac{1}{2}\ln\Bigl{|}1-\frac{1}{2}e^{2it}+\frac{1}{2}e^{it}\sqrt{4-3e^{2it}}\Bigr{|}+it\,\Bigl{|}\,\frac{\pi}{4}\leq t\leq\pi\right\}.

    The key thing to note is that the curve 𝒞\mathcal{C} in Figure 10 look very similar to empirical plots in Figure 12.

Refer to caption
Refer to caption
Refer to caption
Refer to caption
Refer to caption
Figure 10: Plots of the curves 𝒞1\mathcal{C}_{1}, 𝒞2\mathcal{C}_{2}, 𝒞3\mathcal{C}_{3}, 𝒞4\mathcal{C}_{4} and their union 𝒞\mathcal{C}.

We can now formally state the approximation result, which provides an explanation for the Observations.

Theorem 9.

The sets 𝒮^V\widehat{\mathcal{S}}_{V} and 𝒞\mathcal{C} are close in the Hausdorff metric dHd_{H} on a large part of the strip 0<(s)<log20<\Re(s)<\log 2. More precisely, there exists ϰ>0\varkappa>0 such that

dH(𝒮^V^(eϰb),𝒞^(eϰb))0 as b+.d_{H}(\widehat{\mathcal{S}}_{V}\cap\widehat{\mathcal{R}}(e^{\varkappa b}),\mathcal{C}\cap\widehat{\mathcal{R}}(e^{\varkappa b}))\to 0\mbox{ as }b\to+\infty.

The theorem implies that every rescaled zero s𝒮^V(b)^(eϰb)s\in\widehat{\mathcal{S}}_{V(b)}\cap\widehat{\mathcal{R}}(e^{\varkappa b}) belongs to a neighbourhood of 𝒞\mathcal{C} which is shrinking as bb\to\infty. On the other hand, the rescaled zeros are so close, that the union of their shrinking neighbourhoods contains 𝒞\mathcal{C}. The most significant feature of this result is that the height eϰbe^{\varkappa b} of the rescaled strip ^(eϰb)\widehat{\mathcal{R}}(e^{\varkappa b}) is larger than the period of the curves 𝒞\mathcal{C}, and it corresponds to a part of the original strip of the height e(1+ϰ)be^{(1+\varkappa)b}.

Because of the natural symmetries of V(b)V(b), it is convenient to choose a presentation of the associated Fuchsian group in terms of three reflections (as in [25], for example). More precisely, we can fix a value 0<απ30<\alpha\leq\frac{\pi}{3} and consider the Fuchsian group Γ=Γα:=R1,R2,R3\Gamma=\Gamma_{\alpha}:=\langle R_{1},R_{2},R_{3}\rangle generated by reflections R1,R2,R3R_{1},R_{2},R_{3} in three disjoint equidistant geodesics β1,β2,β3\beta_{1},\beta_{2},\beta_{3}. In the previous description of the Bowen–Series coding we chose our generators to be orientation preserving. However, to exploit the symmetry of VV these orientation reversing generators are more convenient, although the same general theory applies as before.

Refer to caption
Figure 11: Three circles of reflection in Poincaré disk with pairwise distance bb.

Although the three individual generators are orientation reversing the resulting quotient surface 𝔻/Γ\mathbb{D}/\Gamma is an oriented infinite area surface. We now explain the pattern of the zeros for ZVZ_{V} (for large bb) in terms of those of a simpler approximating function.

8.1.3 Approximating Selberg zeta function

Finally, we come to a peculiar issue.

Question 9.

Where do these curves come from?

Consider the 6×66\times 6 complex matrix function

B(z)=(1z00z2zz1z2z00001zzz2z2zz10000zz21zzz200z1)B(z)=\left(\begin{matrix}1&z&0&0&z^{2}&z\\ z&1&z^{2}&z&0&0\\ 0&0&1&z&z&z^{2}\\ z^{2}&z&z&1&0&0\\ 0&0&z&z^{2}&1&z\\ z&z^{2}&0&0&z&1\\ \end{matrix}\right)

We can use this to give an approximation to ZVZ_{V} and its zeros.

Theorem 10 (Approximation Theorem).

Using the notation introduced above, the real analytic function ZV(σb+iteb)Z_{V}\bigl{(}\frac{\sigma}{b}+ite^{b}\bigr{)} converges uniformly to det(Iexp(2σ2itbeb)B(eit))\det(I-\exp(-2\sigma-2itbe^{b})B(e^{it})), i.e.,

|ZV(σb+iteb)det(Iexp(2σ2itbeb)B(eit))|0 as b+.\left|Z_{V}\left(\frac{\sigma}{b}+ite^{b}\right)-\det\left(I-\exp(-2\sigma-2itbe^{b})B(e^{it})\right)\right|\to 0\mbox{ as }b\to+\infty.
Refer to caption Refer to caption
(a) (b)
Figure 12: (a) The zeros of the determinant det(Ie2bσB(exp(iebt)))\det\left(I-e^{-2b\sigma}B(\exp(ie^{-b}t))\right) approximating ZV(b)Z_{V(b)}; (b) A zoomed version in a neighbourhood of δ\delta showing indvidual zeros. The distance between imaginary parts of consecutive zeros is approximately πb\frac{\pi}{b}.
Key observation:

The importance of the matrix BB is that for s=σ+its=\sigma+it to lie on the curves 𝒞1,𝒞2,𝒞3,𝒞4\mathcal{C}_{1},\mathcal{C}_{2},\mathcal{C}_{3},\mathcal{C}_{4} corresponds to eigenvalues λt\lambda_{t} for B(eit)B(e^{-it}) to satisfy eσ|λt|=1e^{-\sigma}|\lambda_{t}|=1.


We will briefly explain how Theorem 10 implies Theorem 9. We shall show that for all ε>0\varepsilon>0 and T>0T>0 there exists b0>0b_{0}>0 such that for any b>b0b>b_{0} the zeros of the function Z(σb+iteb)Z\left(\frac{\sigma}{b}+ite^{b}\right) with 0σln20\leq\sigma\leq\ln 2 and |t|e(2ϰ)b|t|\leq e^{(2-\varkappa)b} belong to a neighbourhood kU(𝒞k,ε)\cup_{k}U(\mathcal{C}_{k},\varepsilon) of the union of the curves k𝒞k\cup_{k}\mathcal{C}_{k}.

Given ε>0\varepsilon>0 and a point z0=σ0+it0z_{0}=\sigma_{0}+it_{0} outside of ε\varepsilon-neighbourhood of j=14𝒞j\cup_{j=1}^{4}\mathcal{C}_{j} a straightforward computation gives that the determinant

|det(Iexp(2σ0it0beb)B(exp(it0)))|>exp(6ε)(expε1)6>0\left|\det(I-\exp(-2\sigma_{0}-it_{0}be^{b})B(\exp(it_{0})))\right|>\exp(-6\varepsilon)(\exp\varepsilon-1)^{6}>0

is bounded away from zero and the bound is independent of bb. Thus we see that outside of the neighbourhood j=14U(𝒞j,ε)\cup_{j=1}^{4}U(\mathcal{C}_{j},\varepsilon) the determinant has modulus uniformly bounded away from 0. But using Theorem 10 the zeta function ZV(σb+iteb)Z_{V}\left(\frac{\sigma}{b}+ite^{b}\right) can be approximated arbitrarily closely by the determinant. Therefore for bb sufficiently large all zeros of the function ZV(σb+iteb)Z_{V}\left(\frac{\sigma}{b}+ite^{b}\right) belong to the ε\varepsilon-neighbourhood of j=14𝒞j\cup_{j=1}^{4}\mathcal{C}_{j}.

8.2 The case of one-holed torus

In this section we want to apply ideas developed in [34] and described above to study patterns of zeros of the Selberg zeta function associated to a symmetric one-holed torus. Contrary to the case of a pair of pants, they still remain a mystery, and our goal here is to formulate a few conjectures on the distributions of zeros, and to give more insight into our approach. We try to make this section as self-contained as possible, though we reuse the notation.

The Selberg zeta function corresponding to the holed torus is the same as the one associated to a genus one hyperbolic surface with a single funnel, the case studied by D. Borthwick and T. Weich [5][8]. We start with numerical experiments.

8.2.1 Plots of zeros and conjectures

It is well-known that, as a Riemann surface, a one-holed torus is uniquely defined by the length of two shortest geodesics and the angle in between as shown in Figure 13. We say that a one-holed torus is symmetric if the two geodesics have the same length and are orthogonal to each other. Therefore a symmetric one-holed torus has only one parameter and we will denote it by 𝕋̊(a)\mathring{\mathbb{T}}(a), where aa is the length of the shortest closed geodesic.

Refer to caption
Figure 13: One-funneled torus with Fenchel–Nielsen coordinates: a pair of shortest geodesic γ1\gamma_{1}, γ2\gamma_{2} and angle inbetween φ\varphi. Artistic impression. There is no embedding into 3\mathbb{R}^{3}.

We would like to consider three different symmetric tori666This choice will be clear later, here we just note that the first choice a=10a=10 is guided by previous research [5] and the integer part [10log2]=14\left[\frac{10}{\log 2}\right]=14. 𝕋̊(10)\mathring{\mathbb{T}}(10), 𝕋̊(14log2+0.05)\mathring{\mathbb{T}}(14\log 2+0.05), and 𝕋̊(14log2)\mathring{\mathbb{T}}(14\log 2).

It is known [25] that the width of the critical strip is proportional to a1a^{-1}. Physical dimensions of paper and screen impose limitations on the figures. To make them more realistic, we plot rescaled zeros and chose aspect ratio of the image to correspond the scale on the axis. In addition, the algorithm we are using allows to compute the zeros in a small part of the critical strip near the real axis 0<z<δ0<\Re z<\delta, 0<z<e3a20<\Im z<e^{\frac{3a}{2}} only. We refer to this subset of the zero set as “small zeros”, and these are the only zeros we consider here, unless stated otherwise.

Three sample plots are shown in Figure 14. The plot in Figure 14(b) corresponds to a small region of the plot in [13], p. 30, Fig. 7 (bottom) near the imaginary axis, and the plot in Figure 14(c) corresponds to the plot in [5], p. 7, Fig. 11 (left).

Figure 14: Characteristic plots of rescaled zeros of symmetric torus. Larger balls mean that the rescaled zeros are further away. In all three subfigures aea20.07a\cdot e^{-\frac{a}{2}}\approx 0.07 and we show the strip 0<z^<0.230.070<\Im\hat{z}<0.2\approx 3\cdot 0.07.
Refer to caption

(a)  The plot shows 17771777 rescaled zeros z^S^(10)\hat{z}\in\widehat{S}(10), 0<z^<0.20<\Im\hat{z}<0.2.

Refer to caption

(b)   The plot shows 13821382 rescaled zeros z^S^(14log2+0.05)\hat{z}\in\widehat{S}(14\log 2+0.05), 0<z^<0.20<\Im\hat{z}<0.2.

Refer to caption

(c)  The plot shows 13591359 rescaled zeros z^S^(14log2)\hat{z}\in\widehat{S}(14\log 2), 0<z^<0.20<\Im\hat{z}<0.2.

We will be using the following notation. Let

S^(a)=S^𝕋̊(a)=def{z^=a(z+e2az)Z𝕋̊(a)(z)=0, 0<z<e3a2}\widehat{S}(a)=\widehat{S}_{\mathring{\mathbb{T}}(a)}\buildrel\rm def\over{=}\left\{\hat{z}=a\left(\Re z+e^{-2a}\Im z\right)\mid Z_{\mathring{\mathbb{T}}(a)}(z)=0,\,0<\Im z<e^{\frac{3a}{2}}\right\} (7)

be a set of small rescaled zeros of the zeta function Z𝕋̊(a)Z_{\mathring{\mathbb{T}}(a)} associated to the torus 𝕋̊(a)\mathring{\mathbb{T}}(a).

Based on numerical experiments we state several conjectures on properties of small rescaled zeros, which we will try to explain heuristically in Section §8.2.4, leaving rigorous arguments for another occasion.

To characterise the density of the set of small zeros we define a cover by open balls of a given set AA by

Cr(A)=zAB(z,r(z)), where r(z)=minzz,zA|zz|.Cr(A)=\bigcup_{z\in A}B(z,r(z)),\mbox{ where }r(z)=\min_{z^{\prime}\neq z,z^{\prime}\in A}|z-z^{\prime}|. (8)

The plots illustrating the cover in the cases which we consider are shown in Figure 15.

In order to describe differences between the sets of small rescaled zeros corresponding to different tori, we will study the dependence of the following characteristics on the length parameter aa.

  1. 1.

    The Hausdorff distance between the convex hull of the set of small rescaled zeros and the set itself DH(a)=defdistH(Conv(S^(a)),S^(a))\mathord{D}_{H}(a)\buildrel\rm def\over{=}\mathord{\mathrm{dist}}_{H}(\mathrm{Conv}(\widehat{S}(a)),\widehat{S}(a));

  2. 2.

    The area of the cover M(a)=defArea(Cr(S^(a)))\mathord{M}(a)\buildrel\rm def\over{=}\mathord{\mathrm{Area}}(Cr(\widehat{S}(a)));

  3. 3.

    Expectation E(a)=defE(inf|zS^(a)|)\mathord{E}(a)\buildrel\rm def\over{=}\mathop{\mathrm{E}}(\inf|z-\widehat{S}(a)|) and variance V(a)=Var(inf|zS^(a)|)\mathord{V}(a)=\mathop{\mathrm{Var}}(\inf|z-\widehat{S}(a)|) of the distance from a randomly chosen point zz in the critical strip to S^(a)\widehat{S}(a).

A selection of three representative empirical results is shown in Table 2. On the basis of these (over 100100 many) results we propose the following conjecture.

Conjecture 1 (distribution of rescaled zeros near the real axis).

The Hausdorff distance DHD_{H}, the area function MM, the expectation EE, and the variance VV are continuous and monotone functions with respect to the fractional part {alog2}\left\{\frac{a}{\log 2}\right\}. In particular, DHD_{H} and MM are increasing while EE and VV are decreasing. Therefore, alog2a\in\mathbb{N}\log 2 are local maxima for EE and VV, and local minima for DHD_{H} and MM.

In the case of 𝕋̊(klog2)\mathring{\mathbb{T}}(k\log 2) for some kk\in\mathbb{N} small zeros can be described more precisely.

Conjecture 2 (the case of rationally-dependent short geodesics).

Let alog2a\in\mathbb{N}\log 2. Small zeros with 0<ze3a20<\Im z\leq e^{\frac{3a}{2}} lie on a small number of well defined lines. Among them, there are alog2\frac{a}{\log 2} lines nearly parallel to the imaginary axis if alog2\frac{a}{\log 2} is odd, and a2log2\frac{a}{2\log 2} lines nearly parallel to the imaginary axis if alog2\frac{a}{\log 2} is even.

The following conjecture addresses properties of the non-rescaled zero set of Z𝕋̊(a)Z_{\mathring{\mathbb{T}}(a)} independently of number-theoretic properties of aa.

Conjecture 3 (distribution of zeros on a large scale).

The zero set of the Selberg zeta function for 𝕋̊(a)\mathring{\mathbb{T}}(a) has the following properties

  1. 1.

    The asymptotic of the number of zeros in the critical strip with z<t\Im z<t is

    #{z0<z<δ, 0<z<t,Z𝕋̊(a)(z)=0}=2aπt+O(1);\#\{z\in\mathbb{C}\mid 0<\Re z<\delta,\,0<\Im z<t,\,Z_{\mathring{\mathbb{T}}(a)}(z)=0\}=\frac{2a}{\pi}t+O(1);
  2. 2.

    Any rectangle in the critical strip of the height πa\frac{\pi}{a} contains at least one zero;

  3. 3.

    The real parts of zeros are dense in (0,12δ)\left(0,\frac{1}{2}\delta\right).

Table 2: Hausdorff distance, expectation, variance, and area of the cover.
aa {alog2}\bigl{\{}\frac{a}{\log 2}\bigr{\}} DH(a)D_{H}(a) M(a)M(a) E(a)E(a) V(a)V(a)
14log214\log 2 0 0.16710.1671\ldots 0.1302100.130210\ldots 0.0400.040\ldots 0.0010.001\ldots
14log2+0.0514\log 2+0.05 0.0720.072\ldots 0.03560.0356\ldots 0.9013380.901338\ldots 0.0100.010\ldots 5.11055.1\ldots\cdot 10^{-5}
1010 0.4270.427\ldots 0.00410.0041\ldots 1.0602171.060217\ldots 0.0060.006\ldots 9.61069.6\ldots\cdot 10^{-6}
Figure 15: Characteristic plots of rescaled zeros with a cover by disks of the radius equal to the distance to the nearest zero. Bigger disks mean that the zeros are further apart.
Refer to caption

(a)  The cover Cr(S^(10))Cr(\widehat{S}(10)) of the zero set from Figure 14(a).

Refer to caption

(b)  The cover Cr(S^(14log2+0.05))Cr(\widehat{S}(14\log 2+0.05)) of the zero set from Figure 14(b).

Refer to caption

(c)  The cover Cr(S^(14log2))Cr(\widehat{S}(14\log 2)) of the zero set from Figure 14(c).

Table 3: Dispersion and expectation of the distance to the zero set measured using different choices of sample points.
Sample point distribution Expectation Dispersion
Symmetric torus a=14log2a=14\log 2
regular rectangular 100×50000100\times 50000 points 0.0404540.040454\ldots 0.0013450.001345\ldots
random 50×100050\times 1000 points 0.0404170.040417\ldots 0.0013470.001347\ldots
random 100×50000100\times 50000 points 0.0403610.040361\ldots 0.0013470.001347\ldots
Symmetric torus a=14log2+0.05a=14\log 2+0.05
regular rectangular 100×50000100\times 50000 points 0.0102540.010254\ldots 5.1352361055.135236\ldots\cdot 10^{-5}
random 50×100050\times 1000 points 0.0102120.010212\ldots 5.1631471055.163147\ldots\cdot 10^{-5}
random 100×50000100\times 50000 points 0.0102180.010218\ldots 5.1488081055.148808\ldots\cdot 10^{-5}
Symmetric torus a=10=14log2+0.29a=10=14\log 2+0.29\ldots
regular rectangular 100×50000100\times 50000 points 0.0059940.005994\ldots 9.7052291069.705229\ldots\cdot 10^{-6}
random 50×100050\times 1000 points 0.0060020.006002\ldots 9.6418491069.641849\ldots\cdot 10^{-6}
random 100×50000100\times 50000 points 0.0059720.005972\ldots 9.6576251069.657625\ldots\cdot 10^{-6}

8.2.2 Geometry of a one-holed torus

A very good exposition can be found in Buser and Semmler [10]. Here we summarise the results we need making necessary adaptations to the case we consider. A one holed torus is a genus one Riemann surface whose boundary consists of a single simple closed geodesic. In order to estimate the length of the closed geodesics we use Fenchel—Nielsen coordinates and a universal cover by a holed plane. It turns out that in the case of symmetric one-holed torus the universal cover has one parameter. Namely, we may consider a right-angled hyperbolic pentagon with the sides {a,,b,,a}\{a,*,b,*,a\} as shown by the shaded area in Figure 16(a). It is known cf. [3], §7.18 that aa and bb satisfy the identity

sinh2a=coshb.\sinh^{2}a=\cosh b.

Fixing the length of the boundary geodesic bb we compute

a=12ln(eb+eb+1+e2b+e2b+2(eb+eb)+1)=12(b+log2+eb+13e3b+o(e3b)).a=\frac{1}{2}\ln\left(e^{b}+e^{-b}+1+\sqrt{e^{2b}+e^{-2b}+2(e^{b}+e^{-b})+1}\right)=\frac{1}{2}\left(b+\log 2+e^{-b}+\frac{1}{3}e^{-3b}+o\left(e^{-3b}\right)\right). (9)

We can glue together four identical pentagons QQ and obtain a hyperbolic right-angled octagon Q~\widetilde{Q} as shown in Figure 16(a). The octagon is uniquely determined up to an isometry by bb, which can vary freely in (0,+)(0,+\infty).

For visualisation purposes, consider the octagon Q~\widetilde{Q} as an ordinary right-angled octagon on 2\mathbb{R}^{2} plane, with four quarters of a circle as alternating sides and other four sides parallel to coordinate axis. We assign labels and to two sides parallel to the horizontal axis and and to the sides parallel to the vertical axis. Translating the octagon along vertical and horizontal axes we obtain a tessellation of a holed plane Ω\Omega, where the holes are Euclidean disks made of four quarters of the boundary circles glued together, as shown in Figure 16(b). The holed plane Ω\Omega is a universal cover of a symmetric one-holed torus, and carries the hyperbolic structure of Q~\widetilde{Q}. Evidently there is a natural action of the group Γ=×\Gamma=\mathbb{Z}\times\mathbb{Z} on Ω\Omega by isometries and copies Q~i,j\widetilde{Q}_{i,j} of Q~\widetilde{Q} are fundamental domains. Two dashed lines in Q~\widetilde{Q} give a pair of shortest closed geodesics in Ω/Γ\Omega/\Gamma, which are generators of the fundamental group.

We can use the local isometry between the plane and the torus with hyperbolic metric in order to estimate the lengths of closed geodesics.

Refer to caption Refer to caption
(a) (b)
Figure 16: (a) A right-angled hyperbolic pentagon QQ and its three copies forming a fundamental domain Q~\widetilde{Q} in the Poincaré disk. (b) A tessellation of ×\mathbb{Z}\times\mathbb{Z}-holed real plane by copies of the fundamental domain Q~i,j\widetilde{Q}_{i,j}.

It is known that every closed oriented geodesic γ\gamma on Ω/Γ\Omega/\Gamma is freely homotopic to a periodic word n1k1n2k2ntkt\ldots{}^{n_{1}}{}^{k_{1}}{}^{n_{2}}{}^{k_{2}}\ldots{}^{n_{t}}{}^{k_{t}}\ldots of period ω(γ)=def|n1|++|nt|+|k1|++|kt|\omega(\gamma)\buildrel\rm def\over{=}|n_{1}|+\ldots+|n_{t}|+|k_{1}|+\ldots+|k_{t}| where njn_{j} and kjk_{j} are integers and =1\medtriangleleft\!=\!{}^{-1}, =1\medtriangleup\!=\!{}^{-1}. We denote this geodesic by

γ(n1k1n2k2)ntkt,\gamma_{({}^{n_{1}}{}^{k_{1}}{}^{n_{2}}{}^{k_{2}}\ldots{}^{n_{t}}{}^{k_{t}})},

and we call the periodic sequence (n1k1n2k2)ntkt({}^{n_{1}}{}^{k_{1}}{}^{n_{2}}{}^{k_{2}}\ldots{}^{n_{t}}{}^{k_{t}}) the cutting sequence associated to the closed geodesics. A good exposition on cutting sequences associated to closed geodesics on a one-holed torus can be found in [39].

The homotopy is unique up to conjugation by fundamental group. In particular, the two shortest geodesics correspond to the “constant” sequences of period one ()(\medtriangleright) and ()(\medtriangledown).

The homotopy defines a bijection between closed geodesics and periodic two-sided infinite sequences {σk}\{\sigma_{k}\}_{-\infty}^{\infty} in the alphabet Σ={,,,}\Sigma=\{\medtriangleup,\medtriangledown,\medtriangleright,\medtriangleleft\} which satisfy an additional condition that σkσk+11\sigma_{k}\neq\sigma_{k+1}^{-1} for any kk\in\mathbb{Z}. We define a transition matrix

𝔸=(1011011111101101).\mathbb{A}=\left(\begin{matrix}1&0&1&1\\ 0&1&1&1\\ 1&1&1&0\\ 1&1&0&1\\ \end{matrix}\right).

Let Σ𝔸\Sigma^{\mathbb{A}} be the set of words which are freely homotopic to geodesics on Ω/Γ\Omega/\Gamma, and periodic words in Σ𝔸\Sigma^{\mathbb{A}} correspond to closed geodesics. The shift on Σ𝔸\Sigma^{\mathbb{A}} corresponds to the action of Γ\Gamma on closed geodesics.

It is easier to do the calculations using the upper half model H={zz>0}H=\{z\in\mathbb{C}\mid\Im z>0\} of the hyperbolic plane and a subgroup of PSL(2,)PSL(2,\mathbb{R}) acting on HH. Namely, consider matrices

B=(cosh(a)sinh(a)sinh(a)cosh(a))C=(ea00ea)B=\left(\begin{matrix}\phantom{-}\cosh(a)&-\sinh(a)\\ -\sinh(a)&\phantom{-}\cosh(a)\end{matrix}\right)\qquad\qquad C=\left(\begin{matrix}e^{a}&0\\ 0&e^{-a}\end{matrix}\right)

Then the subgroup B,CPSL(2,)\langle B,C\rangle\subset PSL(2,\mathbb{R}) is a deck group of the universal cover HΩ/ΓH\to\Omega/\Gamma and generators BB and CC correspond to the generators γ()\gamma_{(\medtriangledown)} and γ()\gamma_{(\medtriangleright)} of the fundamental group of Ω/Γ\Omega/\Gamma. Moreover, the hyperbolic length of the geodesic corresponding to the cutting sequence n1k1n2k2ntkt\ldots{}^{n_{1}}{}^{k_{1}}{}^{n_{2}}{}^{k_{2}}\ldots{}^{n_{t}}{}^{k_{t}}\ldots of period ω(γ)=def|n1|++|nt|+|k1|++|kt|\omega(\gamma)\buildrel\rm def\over{=}|n_{1}|+\ldots+|n_{t}|+|k_{1}|+\ldots+|k_{t}|, (where kj0k_{j}\neq 0, nj0n_{j}\neq 0 for j=1,,tj=1,\ldots,t) is given by

(γ(n1k1n2k2)ntkt)=2ArcCosh(12|tr(Bn1Ck1Bn2Ck2BntCkt)|).\ell\left(\gamma_{({}^{n_{1}}{}^{k_{1}}{}^{n_{2}}{}^{k_{2}}\ldots{}^{n_{t}}{}^{k_{t}})}\right)=2\mathop{\rm ArcCosh}\left(\frac{1}{2}\left|\mathop{\rm tr}\nolimits\left(B^{n_{1}}C^{k_{1}}B^{n_{2}}C^{k_{2}}\ldots B^{n_{t}}C^{k_{t}}\right)\right|\right). (10)

8.2.3 Approximating determinant

Notation.

Given a contiguous subsequence σ1,,σk\sigma_{1},\ldots,\sigma_{k} of a sequence σΣ𝔸\sigma\in\Sigma^{\mathbb{A}} we denote by γσ1,,σk\gamma_{\sigma_{1},\ldots,\sigma_{k}} a geodesic whose cutting sequence contains the contiguous subsequence σ1,,σk\sigma_{1},\ldots,\sigma_{k}. We denote by γ[σ1,,σk]\gamma_{[\sigma_{1},\ldots,\sigma_{k}]} a segment of a geodesic whose cutting sequence contains a contiguous subsequence σ1,,σk\sigma_{1},\ldots,\sigma_{k} with end points at the midpoints of the segments enclosed between intersections with the sides σ1,σ2\sigma_{1},\sigma_{2} and σk1,σk\sigma_{k-1},\sigma_{k}. We denote by γ[σ1,,σk]¯\underline{\gamma_{[\sigma_{1},\ldots,\sigma_{k}]}} the segment of the shortest of all closed geodesics whose cutting sequence contains the contiguous subsequence σ1,,σk\sigma_{1},\ldots,\sigma_{k} with end points at the midpoints of segments enclosed between intersections with the sides labelled σ1\sigma_{1}, σ2\sigma_{2} and σk1\sigma_{k-1}, σk\sigma_{k}, respectively (see Figure 17).

Let σ1,,σN\sigma^{1},\ldots,\sigma^{N} be all contiguous subsequences of sequences σΣ𝔸\sigma\in\Sigma^{\mathbb{A}} of length nn. Let us consider an N×NN\times N transition matrix given by

𝔸i,jn={1, if σk+1i=σkj; for all k=1,2,,n1.0, otherwise.\mathbb{A}^{n}_{i,j}=\begin{cases}1,&\mbox{ if }\sigma^{i}_{k+1}=\sigma^{j}_{k};\mbox{ for all }k=1,2,\ldots,n-1.\\ 0,&\mbox{ otherwise.}\end{cases}

We now define a one-parameter family of N×NN\times N matrices A(s)A(s) which elements depend on the length of geodesic segments determined by σi\sigma^{i} and σj\sigma^{j}:

A:Mat(N×N)Ai,j(s)=𝔸i,jnexp(s(γ[σ1iσ2iσniσnj]¯)).A\colon\mathbb{C}\to\mathord{\rm Mat}(N\times N)\qquad A_{i,j}(s)=\mathbb{A}^{n}_{i,j}\cdot\exp(-s\cdot\ell(\gamma_{\underline{[\sigma^{i}_{1}\sigma^{i}_{2}\ldots\sigma^{i}_{n}\sigma^{j}_{n}]}})). (11)

Note that AA depends on nn, but we omit this in the notation. We will be using the following Lemma from [34] to find the approximate location of the zeros.

Lemma 22.

Using the notation introduced above, we have the following representation for the Selberg zeta function

Z𝕋̊(a)(s)=n=0closed geodesicγ=primitive(1e(s+n)(γ))=limndet(IdnA(s)),Z_{\mathring{\mathbb{T}}(a)}(s)=\prod_{n=0}^{\infty}\prod_{\stackrel{{\scriptstyle\gamma=\mbox{\scriptsize primitive}}}{{\mbox{\scriptsize closed geodesic}}}}\left(1-e^{-(s+n)\ell(\gamma)}\right)=\lim_{n\to\infty}\det(Id_{n}-A(s)), (12)

where IdnMat(n,n)Id_{n}\in\mathrm{Mat}(n,n) is the identity matrix.

Our first Lemma gives approximations to lengths of geodesic segments.

Lemma 23.
(γ[]¯)\displaystyle\ell(\underline{\gamma_{[\medtriangledown\medtriangledown\medtriangleright]}}) =2alog2+o(e3a)\displaystyle=2a-\log\sqrt{2}+o(e^{-3a}) see Figure 18(a);\displaystyle\mbox{ see Figure~{}\ref{geod2:fig}(a)}; (13)
(γ[]¯)\displaystyle\ell(\underline{\gamma_{[\medtriangleup\medtriangleright\medtriangleup]}}) =2alog2+2e2a+o(e3a)\displaystyle=2a-\log 2+2e^{-2a}+o(e^{-3a}) see Figure 18(b);\displaystyle\mbox{ see Figure~{}\ref{geod2:fig}(b)}; (14)
(γ[]¯)\displaystyle\ell(\underline{\gamma_{[\medtriangleup\medtriangleright\medtriangledown]}}) =2alog22e2a+o(e3a)\displaystyle=2a-\log 2-2e^{-2a}+o(e^{-3a}) see Figure 17(b).\displaystyle\mbox{ see Figure~{}\ref{geod1:fig}(b)}. (15)

Proof. The result follows by straightforward calculation by applying formula (10) together with (9) to γ()\gamma_{(\medtriangleup\medtriangleright\medtriangledown\medtriangleleft)}, γ()\gamma_{(\medtriangledown\medtriangledown\medtriangleright\medtriangleright)}, and γ()\gamma_{(\medtriangleup\medtriangleright\medtriangleup\medtriangleright)}, respectively. More precisely, by definition we have that

(γ[]¯)=14(γ())=12ArcCosh(12|tr(B1CBC1)|)=12ArcCosh(e4a+e4a8+e2a+e2a2+14)=2alog22e2a5e4a+o(e4a).\ell(\underline{\gamma_{[\medtriangleup\medtriangleright\medtriangledown]}})=\frac{1}{4}\ell(\gamma_{(\medtriangleup\medtriangleright\medtriangledown\medtriangleleft)})=\frac{1}{2}\mathop{\rm ArcCosh}\left(\frac{1}{2}\left|\mathop{\rm tr}\nolimits(B^{-1}CBC^{-1})\right|\right)=\\ \frac{1}{2}\mathop{\rm ArcCosh}\left(-\frac{e^{4a}+e^{-4a}}{8}+\frac{e^{2a}+e^{-2a}}{2}+\frac{1}{4}\right)=2a-\log 2-2e^{-2a}-5e^{-4a}+o\left(e^{-4a}\right). (16)

Similarly,

(γ[]¯)=14(γ())=12ArcCosh(12|tr(BBCC)|)=12ArcCosh(cosh22a)=2alog2+3e4a+o(e6a);\ell(\underline{\gamma_{[\medtriangledown\medtriangledown\medtriangleright]}})=\frac{1}{4}\ell(\gamma_{(\medtriangledown\medtriangleright\medtriangleright\medtriangledown)})=\frac{1}{2}\mathop{\rm ArcCosh}\left(\frac{1}{2}\left|\mathop{\rm tr}\nolimits(BBCC)\right|\right)=\\ \frac{1}{2}\mathop{\rm ArcCosh}\left(\cosh^{2}2a\right)=2a-\log\sqrt{2}+3e^{-4a}+o\left(e^{-6a}\right); (17)

And in the last case

(γ[]¯)=14(γ())=12ArcCosh(12|tr(B1CB1C)|)=12ArcCosh(e4a+e4a8+e2a+e2a214)=2alog2+2e2a5e4a+o(e4a).\ell(\underline{\gamma_{[\medtriangleup\medtriangleright\medtriangleup]}})=\frac{1}{4}\ell(\gamma_{(\medtriangleup\medtriangleright\medtriangleup\medtriangleright)})=\frac{1}{2}\mathop{\rm ArcCosh}\left(\frac{1}{2}\left|\mathop{\rm tr}\nolimits(B^{-1}CB^{-1}C)\right|\right)=\\ \frac{1}{2}\mathop{\rm ArcCosh}\left(\frac{e^{4a}+e^{-4a}}{8}+\frac{e^{2a}+e^{-2a}}{2}-\frac{1}{4}\right)=2a-\log 2+2e^{-2a}-5e^{-4a}+o\left(e^{-4a}\right). (18)
Refer to caption Refer to caption
(a) (b)
Figure 17: (a) Segments of geodesics lifted to the ×\mathbb{Z}\times\mathbb{Z} holed plane, marked by contiguous subsequences of their cutting sequences, according to visible intersections. (b) The shortest closed geodesic among γ\gamma corresponding to periodic sequence ()(\medtriangleup\medtriangleright\medtriangledown\medtriangleleft) of period 44. The four marked points divide the geodesic into 4 equal segments: γ[]¯\underline{\gamma_{[\medtriangleup\medtriangleright\medtriangledown]}}, γ[]¯\underline{\gamma_{[\medtriangleright\medtriangledown\medtriangleleft]}}, γ[]¯\underline{\gamma_{[\medtriangledown\medtriangleleft\medtriangleup]}}, and γ[]¯\underline{\gamma_{[\medtriangleleft\medtriangleup\medtriangleright]}}.
Refer to caption Refer to caption
(a) (b)
Figure 18: (a) The shortest closed geodesic among γ\gamma, corresponding to the periodic sequence ()(\medtriangledown\medtriangledown\medtriangleright\medtriangleright) of period 44. The four marked points divide the geodesic into 4 equal segments: γ[]¯\underline{\gamma_{[\medtriangledown\medtriangledown\medtriangleright]}}, γ[]¯\underline{\gamma_{[\medtriangledown\medtriangleright\medtriangleright]}}, γ[]¯\underline{\gamma_{[\medtriangleright\medtriangleright\medtriangledown]}}, and γ[]¯\underline{\gamma_{[\medtriangleright\medtriangledown\medtriangledown]}}. (b) The shortest closed geodesic among γ\gamma, corresponding to the periodic sequence ()(\medtriangleup\medtriangleright\medtriangleup\medtriangleright) of period 44. The four marked points divide the geodesic into 4 equal segments: γ[]¯\underline{\gamma_{[\medtriangleup\medtriangleright\medtriangleup]}}, γ[]¯\underline{\gamma_{[\medtriangleright\medtriangleup\medtriangleright]}}, γ[]¯\underline{\gamma_{[\medtriangleup\medtriangleright\medtriangleup]}}, and γ[]¯\underline{\gamma_{[\medtriangleright\medtriangleup\medtriangleright]}}.

\blacksquare

In particular, we have the following corollary.

Corollary 2.
(γ[σ1σ2σ3]¯)={2a, if σ1=σ2=σ3;2alog2+o(e3a), if σ1=σ2σ3;2alog22e2a+o(e3a), if σ1=σ3σ2;2alog2+2e2a+o(e3a), otherwise. \ell(\underline{\gamma_{[\sigma_{1}\sigma_{2}\sigma_{3}]}})=\begin{cases}2a,&\mbox{ if }\sigma_{1}=\sigma_{2}=\sigma_{3};\\ 2a-\log\sqrt{2}+o(e^{-3a}),&\mbox{ if }\sigma_{1}=\sigma_{2}\neq\sigma_{3};\\ 2a-\log 2-2e^{-2a}+o(e^{-3a}),&\mbox{ if }\sigma_{1}=\sigma_{3}\neq\sigma_{2};\\ 2a-\log 2+2e^{-2a}+o(e^{-3a}),&\mbox{ otherwise. }\\ \end{cases}
Remark 5.

This explains why the case a=klog2a=k\log 2 is different. In particular, we see that this choice makes the length of short geodesics rationally dependent.

We now apply Corollary 2 to compute the matrix A(s)A(s) for n=2n=2. There are 1212 subsequences of length 22 of the sequences from Σ𝔸\Sigma^{\mathbb{A}}. We can enumerate them as follows σ1=\sigma^{1}=\medtriangleup\medtriangleup, σ2=\sigma^{2}=\medtriangleup\medtriangleright, σ3=\sigma^{3}=\medtriangleup\medtriangleleft, σ4=\sigma^{4}=\medtriangleright\medtriangleright, σ5=\sigma^{5}=\medtriangleright\medtriangleup, σ6=\sigma^{6}=\medtriangleright\medtriangledown, σ7=\sigma^{7}=\medtriangledown\medtriangledown, σ8=\sigma^{8}=\medtriangledown\medtriangleright, σ9=\sigma^{9}=\medtriangledown\medtriangleleft, σ10=\sigma^{10}=\medtriangleleft\medtriangleleft, σ11=\sigma^{11}=\medtriangleleft\medtriangleup, σ12=\sigma^{12}=\medtriangleleft\medtriangledown. Then using definition (11) we may compute, for example

A1,1(s)\displaystyle A_{1,1}(s) =exp(s(γ[]¯))=exp(2as);\displaystyle=\exp(-s\cdot\ell(\underline{\gamma_{[\medtriangleup\medtriangleup\medtriangleup]}}))=\exp(-2as);
A2,4(s)\displaystyle A_{2,4}(s) =exp(s(γ[]¯))=exp(2as)2sexp(so(e3a));\displaystyle=\exp(-s\cdot\ell(\underline{\gamma_{[\medtriangleup\medtriangleright\medtriangleright]}}))=\exp(-2as)\cdot\sqrt{2^{s}}\cdot\exp(-s\cdot o(e^{-3a}));
A2,5(s)\displaystyle A_{2,5}(s) =exp(s(γ[]¯))=exp(2as)2sexp(2e2as)exp(so(e3a));\displaystyle=\exp(-s\cdot\ell(\underline{\gamma_{[\medtriangleup\medtriangleright\medtriangleup]}}))=\exp(-2as)\cdot 2^{s}\cdot\exp\left(2e^{-2a}s\right)\cdot\exp(-s\cdot o(e^{-3a}));
A2,6(s)\displaystyle A_{2,6}(s) =exp(s(γ[]¯))=exp(2as)2sexp(2e2as)exp(so(e3a));\displaystyle=\exp(-s\cdot\ell(\underline{\gamma_{[\medtriangleup\medtriangleright\medtriangledown]}}))=\exp(-2as)\cdot{2^{s}}\cdot\exp\left(-2e^{-2a}s\right)\cdot\exp(-s\cdot o(e^{-3a}));

the other elements are similar. Observe that for values of ss within the critical strip, 0<s<0.20<\Re s<0.2, we have that |exp(so(e3a))1|2e3a|\exp(-s\cdot o(e^{-3a}))-1|\leq 2e^{-3a} is small for aa sufficiently large. Introducing a short-hand notation

p1(s)\displaystyle p_{1}(s) =2s;\displaystyle=\sqrt{2^{s}}; (19)
p2(a,s)\displaystyle p_{2}(a,s) =2s+1cosh(2se2a);\displaystyle=2^{s+1}\cosh(2se^{-2a}); (20)
p3(a,s)\displaystyle p_{3}(a,s) =2s+1sinh(2se2a);\displaystyle=2^{s+1}\sinh(2se^{-2a}); (21)

we may consider a matrix

P(s)=(1p1p1000000000000p1p2p32p2+p32000000000000000p1p2p32p2+p320001p1p1000000p1p2p32p2+p32000000000000000p1p2p32p2+p320000000001p1p1000000p1p2+p32p2p32000000000000000p1p2+p32p2p320000000001p1p1p1p2+p32p2p32000000000000000p1p2+p32p2p32000).P(s)=\setcounter{MaxMatrixCols}{12}\begin{pmatrix}1&p_{1}&p_{1}&0&0&0&0&0&0&0&0&0\\ 0&0&0&p_{1}&\frac{p_{2}-p_{3}}{2}&\frac{p_{2}+p_{3}}{2}&0&0&0&0&0&0\\ 0&0&0&0&0&0&0&0&0&p_{1}&\frac{p_{2}-p_{3}}{2}&\frac{p_{2}+p_{3}}{2}\\ 0&0&0&1&p_{1}&p_{1}&0&0&0&0&0&0\\ p_{1}&\frac{p_{2}-p_{3}}{2}&\frac{p_{2}+p_{3}}{2}&0&0&0&0&0&0&0&0&0\\ 0&0&0&0&0&0&p_{1}&\frac{p_{2}-p_{3}}{2}&\frac{p_{2}+p_{3}}{2}&0&0&0\\ 0&0&0&0&0&0&1&p_{1}&p_{1}&0&0&0\\ 0&0&0&p_{1}&\frac{p_{2}+p_{3}}{2}&\frac{p_{2}-p_{3}}{2}&0&0&0&0&0&0\\ 0&0&0&0&0&0&0&0&0&p_{1}&\frac{p_{2}+p_{3}}{2}&\frac{p_{2}-p_{3}}{2}\\ 0&0&0&0&0&0&0&0&0&1&p_{1}&p_{1}\\ p_{1}&\frac{p_{2}+p_{3}}{2}&\frac{p_{2}-p_{3}}{2}&0&0&0&0&0&0&0&0&0\\ 0&0&0&0&0&0&p_{1}&\frac{p_{2}+p_{3}}{2}&\frac{p_{2}-p_{3}}{2}&0&0&0\\ \end{pmatrix}.

Then the matrix A(s)A(s) can be considered as a small perturbation of exp(2as)P(s)\exp(-2as)P(s). By Lemma 2.8 from [34], the determinant det(IA(s))\det(I-A(s)) approximates the Selberg zeta function. Since the matrices exp(2as)P(s)\exp(-2as)P(s) and A(s)A(s) are close, the determinant det(Iexp(2as)P(s))\det(I-\exp(-2as)P(s)) is an approximation to the zeta function, too. We see that the function det(Iexp(2as)P(s))\det(I-\exp(-2as)P(s)) is an exponential sum in ss, and therefore an almost periodic function with modul a,log2,2e2a\langle a,\log 2,2e^{-2a}\rangle if alog2a\not\in\log 2\mathbb{Z} and log2,4k\langle\log 2,4^{-k}\rangle otherwise. It follows from general theory of almost periodic functions that its zeros form a point-periodic set in the sense of Krein–Levin. The simplicity of the matrix PP allows us to get more information on exact location of the zeros of the determinant. Evidently, the matrix exp(2as)P(s)\exp(-2as)P(s) has an eigenvalue 11 if and only if exp(2as)\exp(2as) is an eigenvalue of P(s)P(s). The eigenvalues of the matrix P(s)P(s) have a closed form.

λ1,2\displaystyle\lambda_{1,2} =±p3\displaystyle=\pm p_{3} (22)
λ3,4\displaystyle\lambda_{3,4} =12(1p2±(p2+1)28p12)\displaystyle=\frac{1}{2}\left(1-p_{2}\pm\sqrt{(p_{2}+1)^{2}-8p_{1}^{2}}\right) (23)
λ5,6\displaystyle\lambda_{5,6} =12(1+p2±(p21)2+8p12).\displaystyle=\frac{1}{2}\left(1+p_{2}\pm\sqrt{(p_{2}-1)^{2}+8p_{1}^{2}}\right). (24)

Introducing a shorthand notation p~(p1,p2,p3)=9p3(3p12p2)1\tilde{p}(p_{1},p_{2},p_{3})=9p_{3}\cdot(3p_{1}^{2}-p_{2})-1 we write the remaining eigenvalues, each of multiplicity 22, as follows:

λ7,8\displaystyle\lambda_{7,8} =13(1+3p3p21p~2(3p3p21)3p~3+p~2(3p3p21)3p~3);\displaystyle=\frac{1}{3}\left(1+\frac{3p_{3}p_{2}-1}{\sqrt[3]{\sqrt{\tilde{p}^{2}-(3p_{3}p_{2}-1)^{3}}-\tilde{p}}}+\sqrt[3]{\sqrt{\tilde{p}^{2}-(3p_{3}p_{2}-1)^{3}}-\tilde{p}}\right); (25)
λ9,10\displaystyle\lambda_{9,10} =13i3+163p3p21p~2(3p3p21)3p~3+i316p~2(3p3p21)3p~3;\displaystyle=\frac{1}{3}-\frac{i\sqrt{3}+1}{6}\cdot\frac{3p_{3}p_{2}-1}{\sqrt[3]{\sqrt{\tilde{p}^{2}-(3p_{3}p_{2}-1)^{3}}-\tilde{p}}}+\frac{i\sqrt{3}-1}{6}\cdot\sqrt[3]{\sqrt{\tilde{p}^{2}-(3p_{3}p_{2}-1)^{3}}-\tilde{p}}; (26)
λ11,12\displaystyle\lambda_{11,12} =13+i3163p3p21p~2(3p3p21)3p~3i3+16p~2(3p3p21)3p~3.\displaystyle=\frac{1}{3}+\frac{i\sqrt{3}-1}{6}\cdot\frac{3p_{3}p_{2}-1}{\sqrt[3]{\sqrt{\tilde{p}^{2}-(3p_{3}p_{2}-1)^{3}}-\tilde{p}}}-\frac{i\sqrt{3}+1}{6}\cdot\sqrt[3]{\sqrt{\tilde{p}^{2}-(3p_{3}p_{2}-1)^{3}}-\tilde{p}}. (27)

Summing up, we deduce the following.

Proposition 1.

Any small zero of the zeta function Z𝕋̊(a)Z_{\mathring{\mathbb{T}}(a)} is close to a solution of one of the twelve equations

exp(2as)=λj(p1(s),p2(s),p3(s)),j=1,,12,\exp(2as)=\lambda_{j}(p_{1}(s),p_{2}(s),p_{3}(s)),\qquad j=1,\ldots,12, (28)

where λk\lambda_{k}, k=1,,12k=1,\ldots,12 are given by (22)–(27).

We omit the proof here. Figure 19 shows the small zeros of the zeta function along with the zeros of the determinant.

In the next section we discuss properties of solutions of equations (28), or in other words, zeros of the determinant det(Iexp(2as)P(s))\det(I-\exp(-2as)P(s)).

Figure 19: Zeros of the determinant Iexp(2as)P(s)I-\exp(-2as)P(s) (circles) and zeros of the zeta function (dots) in a small part of the critical strip 1300<z<13401300<\Im z<1340. In the cases we consider exp(3a2)1400\exp(\frac{3a}{2})\approx 1400.
Refer to caption

(a) The case of 𝕋̊(10)\mathring{\mathbb{T}}(10).

Refer to caption

(b) The case of 𝕋̊(14log2+0.05)\mathring{\mathbb{T}}(14\log 2+0.05).

Refer to caption

(c) The case of 𝕋̊(14log2)\mathring{\mathbb{T}}(14\log 2).

8.2.4 Zeros of the determinant

Solving λ1,2(s)=exp2as\lambda_{1,2}(s)=\exp{2as}.

The first two eigenvalues have a simple form as functions of ss and equation (28) gives us two equations:

exp(2as)=±2s+1sinh(2se2a).\exp(2as)=\pm 2^{s+1}\sinh(2se^{-2a}). (29)

We may write s=σ+its=\sigma+it and use the equality between squares of the absolute values

|exp((2alog2)s)|2=|sinh(2se2a)|2|\exp\left(\left(2a-\log 2\right)s\right)|^{2}=\left|\sinh(2se^{-2a})\right|^{2}

to obtain

exp((2alog2)2σ)=exp(4σe2a)+exp(4σe2a)2cos(4te2a),\exp((2a-\log 2)2\sigma)=\exp(4\sigma e^{-2a})+\exp(-4\sigma e^{-2a})-2\cos(4te^{-2a}),

which implies

t=e2a4(±arccos(12exp((2alog2)2σ)+cosh(4σe2a)))+2πk),t=\frac{e^{2a}}{4}\left(\pm\arccos\left(-\frac{1}{2}\exp((2a-\log 2)2\sigma)+\cosh(4\sigma e^{-2a}))\right)+2\pi k\right), (30)

provided

|12exp((2alog2)2σ)cosh(4σe2a)|1.\left|\frac{1}{2}\exp((2a-\log 2)2\sigma)-\cosh(4\sigma e^{-2a})\right|\leq 1.

Since for small σ\sigma we have that cosh(4σe2a)=1+4σ2e4a+o(e6a)\cosh(4\sigma e^{-2a})=1+4\sigma^{2}e^{-4a}+o\left(e^{-6a}\right), the above condition is valid provided σ<log22alog2\sigma<\frac{\log 2}{2a-\log 2}. However, for positive real part σ>0\sigma>0 we have that imaginary part t>14e2at>\frac{1}{4}e^{2a}, which is outside of the range of small zeros. Hence we have established the following.

Lemma 24.

The first two eigenvalues (22) don’t give any information on location of small zeros in positive half-plane.

Refer to caption

Figure 20: A plot of imaginary part (s)=t\Im(s)=t as a function of the real part (s)=σ\Re(s)=\sigma as defined by (30). The zeros of the determinant det(IA(s))\det(I-A(s)) defined by λ1,2=exp(2as)\lambda_{1,2}=\exp(2as) are outside of the domain of approximation.

The equality (29) also implies the equality between arguments:

arg(exp((2alog2)s))=arg(sinh(2se2a)).\mathop{\rm arg}\nolimits\left(\exp\left(\left(2a-\log 2\right)s\right)\right)=\mathop{\rm arg}\nolimits\left(\sinh(2se^{-2a})\right).

We see that for s=σ0+its=\sigma_{0}+it the function arg(sinh(2se2a))\mathop{\rm arg}\nolimits\left(\sinh(2se^{-2a})\right) is monotone increasing and small, while arg(exp((2alog2)s))\mathop{\rm arg}\nolimits\left(\exp\left(\left(2a-\log 2\right)s\right)\right) is changing rapidly. We therefore expect that solutions of (29) with |s|<e2a|s|<e^{2a} belong to the curve given by (30) and the difference between imaginary parts of consecutive zeros is approximately 2π2alog2\frac{2\pi}{2a-\log 2}.

We now proceed to analyse the equations coming from the next four eigenvalues.

Solving λ3,4(s)=exp2as\lambda_{3,4}(s)=\exp{2as} and λ5,6(s)=exp2as\lambda_{5,6}(s)=\exp{2as}.

The equations (28) read

2e2as\displaystyle 2e^{2as} =12s+1cosh(2se2a)±(2s+1cosh(2se2a)+1)22s+3;\displaystyle=1-2^{s+1}\cosh(2se^{-2a})\pm\sqrt{(2^{s+1}\cosh(2se^{-2a})+1)^{2}-2^{s+3}}; (31)
2e2as\displaystyle 2e^{2as} =1+2s+1cosh(2se2a)±(2s+1cosh(2se2a)1)2+2s+3;\displaystyle=1+2^{s+1}\cosh(2se^{-2a})\pm\sqrt{(2^{s+1}\cosh(2se^{-2a})-1)^{2}+2^{s+3}}; (32)

which is equivalent to

e2as(e2as2s12s1+cosh(2se2a))=cosh(2se2a)1,\displaystyle e^{2as}\left(e^{2as}\cdot 2^{-s-1}-2^{-s-1}+\cosh(2se^{-2a})\right)=\cosh(2se^{-2a})-1,
e2as(e2as2s12s1cosh(2se2a))=1cosh(2se2a).\displaystyle e^{2as}\left(e^{2as}\cdot 2^{-s-1}-2^{-s-1}-\cosh(2se^{-2a})\right)=1-\cosh(2se^{-2a}).

The determinant det(Iexp(2as)P(s))\det(I-\exp(-2as)P(s)) approximates the zeta function on a part of the critical strip 0<(s)<δ0<\Re(s)<\delta, 0<(s)<e3a20<\Im(s)<e^{\frac{3a}{2}}. We have the following asymptotic expansion for the right hand side:

|cosh(2se2a)1|j=1|4je4ajs2j|=j=14je4aj(σ2+t2)j4e4a(σ2+t2)+16e8a(σ2+t2)214(σ2+t2)e4a.\left|\cosh(2se^{-2a})-1\right|\leq\sum_{j=1}^{\infty}\left|4^{j}e^{-4aj}s^{2j}\right|=\sum_{j=1}^{\infty}4^{j}e^{-4aj}(\sigma^{2}+t^{2})^{j}\\ \leq 4e^{-4a}(\sigma^{2}+t^{2})+\frac{16e^{-8a}(\sigma^{2}+t^{2})^{2}}{1-4(\sigma^{2}+t^{2})e^{-4a}}. (33)

This allows us to deduce that zeros of the zeta function with imaginary part (s)=|t|e3a21800\Im(s)=|t|\leq e^{\frac{3a}{2}}\approx 1800 are close to solutions of the approximate equations

e2as2s12s1+1=0,\displaystyle e^{2as}\cdot 2^{-s-1}-2^{-s-1}+1=0, (34)
e2as2s12s11=0.\displaystyle e^{2as}\cdot 2^{-s-1}-2^{-s-1}-1=0. (35)

Evidently solutions of (34) and (35) should satisfy

|e2as|2\displaystyle|e^{2as}|^{2} =|2s+11|2 and |2s+1|2=|e2as1|2; or\displaystyle=|2^{s+1}-1|^{2}\mbox{ and }|2^{s+1}|^{2}=|e^{2as}-1|^{2};\mbox{ or } (36)
|e2as|2\displaystyle|e^{2as}|^{2} =|2s+1+1|2 and |2s+1|2=|e2as1|2.\displaystyle=|2^{s+1}+1|^{2}\mbox{ and }|2^{s+1}|^{2}=|e^{2as}-1|^{2}. (37)

and therefore belong to the intersections 𝒯1𝒯2\mathcal{T}_{1}\cap\mathcal{T}_{2} of the of curves given by

𝒯1\displaystyle\mathcal{T}_{1} =def{σ+it|cos(2at)=±1+e2aσ41+2σ2e2aσ}\displaystyle\buildrel\rm def\over{=}\left\{\sigma+it\,\Bigl{|}\,\cos(2at)=\pm\frac{1+e^{2a\sigma}-4^{1+2\sigma}}{2e^{2a\sigma}}\right\} (38)
𝒯2\displaystyle\mathcal{T}_{2} =def{σ+it|cos(tlog2)=±41+2σ+1e4aσ41+σ}.\displaystyle\buildrel\rm def\over{=}\left\{\sigma+it\,\Bigl{|}\,\cos(t\log 2)=\pm\frac{4^{1+2\sigma}+1-e^{4a\sigma}}{4^{1+\sigma}}\right\}. (39)

We summarize our fundings in the following

Lemma 25.

There exist a zero of the zeta function ζ𝕋̊(a)\zeta_{\mathring{\mathbb{T}}(a)} in eae^{-a}-neighbourhood of every odd element of the following subsequences of the points of intersection with zn<e3a2\Im z_{n}<e^{\frac{3a}{2}} (see plots in Figure 21)

zn\displaystyle z_{n} =σn+itn where cos(2atn)=1+e2aσn41+2σn2e2aσn,cos(tnlog2)=e4aσn41+2σn122+σn and tn<tn+1;\displaystyle=\!\sigma_{n}+it_{n}\mbox{ where }\cos(2at_{n})\!=\!\frac{1+e^{2a\sigma_{n}}-4^{1+2\sigma_{n}}}{2e^{2a\sigma_{n}}},\ \cos(t_{n}\log 2)\!=\!\frac{e^{4a\sigma_{n}}-4^{1+2\sigma_{n}}-1}{2^{2+\sigma_{n}}}\mbox{ and }t_{n}<t_{n+1};
zn\displaystyle z_{n} =σn+itn where cos(2atn)=41+2σn1e2aσn2e2aσn,cos(tnlog2)=e4aσn41+2σn122+σn and tn<tn+1.\displaystyle=\!\sigma_{n}+it_{n}\mbox{ where }\cos(2at_{n})\!=\!\frac{4^{1+2\sigma_{n}}-1-e^{2a\sigma_{n}}}{2e^{2a\sigma_{n}}},\ \cos(t_{n}\log 2)\!=\!\frac{e^{4a\sigma_{n}}-4^{1+2\sigma_{n}}-1}{2^{2+\sigma_{n}}}\mbox{ and }t_{n}<t_{n+1}.
Corollary 3.

In the case alog2a\in\mathbb{N}\log 2 solutions to this system belong to the straight lines z=σ=const\Im z=\sigma=\mathord{\rm const}; moreover, the intersection of the zero set with any of this lines is a periodic set of period 2πlog2\frac{2\pi}{\log 2}. These lines correspond to seemingly straight lines we see in Figure 14(c). In the case alog2a\not\in\mathbb{N}\log 2 this no longer holds and we see a random structure as shown in Figure 14(a).

Figure 21: Families of curves 𝒯1\mathcal{T}_{1} quickly oscillating with period πa\frac{\pi}{a} and 𝒯2\mathcal{T}_{2} slowly oscillating with period 2πlog2\frac{2\pi}{\log 2} as defined by (38) and (39) and described in Lemma 25 and zeros of the 12th Taylor polynomial approximating the zeta function (stars). We see that the actual zeros occur very close to odd elements of the sequences of points of intersections. Zeros on the imaginary axis correspond to solutions of e2as=λ7,8(s)e^{2as}=\lambda_{7,8}(s).
Refer to caption

(a) Case a=10a=10. A part of the zero set from Figure 14(a). Refer to caption

(b) Case a=14log2+0.05a=14\log 2+0.05. A part of the zero set from Figure 14(b). Refer to caption

(c) Case a=14log2a=14\log 2. A part of the zero set from Figure 14(c). The real and the imaginary axis are swapped. The nearly straight lines would correspond to σ=const\sigma=\mathord{\rm const}. Refer to caption

(d) Case a=15log2a=15\log 2. Together with the plot above they illustrate Corollary 3.

Analysing λ7,8(s)=exp(2as)\lambda_{7,8}(s)=\exp(2as)

Let us now consider the remaining eigenvalues |exp(2as)|=|λk(s)||\exp(2as)|=|\lambda_{k}(s)|, 7k127\leq k\leq 12. The explicit expressions (25), (26) and (27) can be used to compute the curves where the zeros are located numerically. It turns out that equation (28) have solutions in the domain of approximation only for k=7,8k=7,8. In Figure 22(a) we see a part of the curve defined by

𝒯3={s=σ+it|exp(2as)|=|λk(s)|}\mathcal{T}_{3}=\left\{s=\sigma+it\mid|\exp(2as)|=|\lambda_{k}(s)|\right\} (40)

for k=7,8k=7,8; Figures 22(b) and 22(c) show two pieces of the curve corresponding to 0<s<200<\Im s<20 and 310<s<340310<\Im s<340 with zeros of the zeta function located there.

In an attempt to find a transversal family of curves that would help to describe the location of the zeros more precisely, we would like to study the polynomial

j=712(xλj(s))=det(P(s)xI)j=16(xλj(s))1.\prod_{j=7}^{12}(x-\lambda_{j}(s))=\det(P(s)-xI)\cdot\prod_{j=1}^{6}(x-\lambda_{j}(s))^{-1}.

By a straightforward calculation we obtain

j=712(xλj(s))=(x3x2+p2p3x+(2p12p2)p3)2.\prod_{j=7}^{12}(x-\lambda_{j}(s))=\left(x^{3}-x^{2}+p_{2}p_{3}x+(2p_{1}^{2}-p_{2})p_{3}\right)^{2}. (41)

We would like to return to the original variable ss, i.e. to reverse (19)–(21), taking into account that for (s)1\Re(s)\ll 1 we have that sinh(s)isin(t)\sinh(s)\approx i\sin(t) and cosh(s)cos(t)\cosh(s)\approx\cos(t):

p1(s)\displaystyle p_{1}(s) 2s2;\displaystyle\approx 2^{\frac{s}{2}}; (42)
p2(s)\displaystyle p_{2}(s) 2s+1cos(2te2a);\displaystyle\approx 2^{s+1}\cos(2te^{-2a}); (43)
p3(s)\displaystyle p_{3}(s) 2s+1sin(2te2a)i.\displaystyle\approx 2^{s+1}\sin(2te^{-2a})i. (44)

We obtain an approximation

j=712(xλj(s))(x3x2+i22s+1(sin(4e2at)(x1)+2sin(2e2at)))2.\prod_{j=7}^{12}(x-\lambda_{j}(s))\approx\left(x^{3}-x^{2}+i2^{2s+1}\left(\sin(4e^{-2a}t)(x-1)+2\sin(2e^{-2a}t)\right)\right)^{2}.

The latter implies

24σ+2=|22s+1|2=|(x3x2)(sin(4e2at)(x1)+2sin(2e2at))|2.2^{4\sigma+2}=\left|2^{2s+1}\right|^{2}=\left|\frac{(x^{3}-x^{2})}{(\sin(4e^{-2a}t)(x-1)+2\sin(2e^{-2a}t))}\right|^{2}. (45)

Substituting x=exp(2as)x=\exp(2as) we solve the equation for cos(2at)\cos(2at) and obtain the equality

cos(2at)=e8aσ(e4aσ+1)24σ+2(sin2(4e2at)(e4aσ+1)2sin(4e2at)+4sin2(2e2at))2e2aσ(24σ+2(sin(4e2at)sin2(4e2at))+e8aσ).\cos(2at)=\frac{e^{8a\sigma}(e^{4a\sigma}+1)-2^{4\sigma+2}\left(\sin^{2}(4e^{-2a}t)(e^{4a\sigma}+1)-2\sin(4e^{-2a}t)+4\sin^{2}(2e^{-2a}t)\right)}{2e^{2a\sigma}\left(2^{4\sigma+2}(\sin(4e^{-2a}t)-\sin^{2}(4e^{-2a}t))+e^{8a\sigma}\right)}. (46)

We see that although the right hand side depends on tt, and as tt varies in any small interval of length cexp(a)c\ll\exp(a), say (nc,(n+1)c)(nc,(n+1)c) the dependence on tt is negligible, so we may consider a partition into intervals of length cc and the curves defined by

𝒯4={σ+it|cos(2at)=e8aσ(e4aσ+1)24σ+2(sin2(4e2anc)(e4aσ+1)2sin(4e2anc)+4sin2(2e2anc))2e2aσ(24σ+2(sin(4e2anc)sin2(4e2anc))+e8aσ)}\mathcal{T}_{4}=\biggl{\{}\sigma+it\;\Bigl{|}\;\cos(2at)=\\ \frac{e^{8a\sigma}(e^{4a\sigma+1})\!-\!2^{4\sigma+2}\left(\sin^{2}(4e^{-2a}nc)(e^{4a\sigma}+1)-2\sin(4e^{-2a}nc)+4\sin^{2}(2e^{-2a}nc)\right)}{2e^{2a\sigma}\left(2^{4\sigma+2}(\sin(4e^{-2a}nc)-\sin^{2}(4e^{-2a}nc))+e^{8a\sigma}\right)}\biggr{\}} (47)

on the intervals nc<t<(n+1)cnc<t<(n+1)c, nn\in\mathbb{Z}.

Remark 6.

The dependence of the right hand side on tt is reflected in increasing amplitude of oscillations of the curve in Figure 22(a). It is possible to make further simplification of the right hand side of (47), using first order approximations sin(x)x\sin(x)\approx x and cos(x)1\cos(x)\approx 1 for small xx. This would lead to

𝒯4={σ+it|cos(2at)=e8aσ(e4aσ+1)24σ+5e2at(2e2at(e4aσ+2)1)2e2aσ(24σ+4e2at(14e2at)+e8aσ)}.\mathcal{T}_{4}^{\prime}=\biggl{\{}\sigma+it\,\Bigl{|}\,\cos(2at)=\frac{e^{8a\sigma}(e^{4a\sigma}+1)-2^{4\sigma+5}e^{-2a}t(2e^{-2a}t(e^{4a\sigma}+2)-1)}{2e^{2a\sigma}(2^{4\sigma+4}e^{-2a}t(1-4e^{-2a}t)+e^{8a\sigma})}\biggr{\}}. (48)

It is evident that the plot will be a quickly oscillating curve with period πa\frac{\pi}{a} and increasing amplitude of oscillations.

We summarize our discussion in this section as follows.

Proposition 2.

Zeros of the zeta function in the critical strip with imaginary part s<ea\Im s<e^{a} are eae^{-a}-close either to the intersections 𝒯1𝒯2\mathcal{T}_{1}\cap\mathcal{T}_{2}, as described in Lemma 25 or to the intersections 𝒯3𝒯4\mathcal{T}_{3}\cap\mathcal{T}_{4}.

Figure 22: Several plots showing the curve |exp(2as)|=|λ7,8(s)||\exp(2as)|=|\lambda_{7,8}(s)|. (a) General plot of the curve within the rectangle 0.01<s<0.01-0.01<\Re s<0.01, 0<s<2000<\Im s<200; (b) A part of the curve near the real axis 0.005<s<0.05-0.005<\Re s<0.05, 0<s<200<\Im s<20, stars mark zeros of the zeta function, the oscillating curve in horizontal direction is 𝒯2\mathcal{T}_{2}; (c) The curve in the part of the critical strip 0<s<δ0<\Re s<\delta, 310<s<340310<\Im s<340, oscillating around imaginary axis. Stars mark zeros of the zeta function. The second oscillating curve is 𝒯2\mathcal{T}_{2}.
Refer to caption Refer to caption Refer to caption
(a) (b) (c)

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