
TL;DR
This paper explores the geometric structure of Outer Space using the Lipschitz metric, revealing how envelopes form polytopes and how geodesics can be uniquely constructed, with implications for the space's isometry group.
Contribution
It introduces a novel geometric framework for Outer Space using envelopes, characterizes geodesics, and determines the space's isometry group under the Lipschitz metric.
Findings
Envelopes are polytopes in the simplicial structure of $CV_n$.
Almost all pairs of points have envelopes of dimension $3n-4$.
The isometry group of reduced Outer Space equals that of Outer Space.
Abstract
We study the geometry of Outer Space in regard of the asymmetric Lipschitz metric via envelopes, that is the set of all geodesics between two points. In the simplicial structure of the envelopes are polytopes. We construct a piecewise unique geodesic between any two points in by concatenating edges of these polytopes. In fact rigid geodesics can be identified with edges of out- and in-envelopes, that is the set of all geodesics from or to a base point with a given maximally stretched path. We introduce a notion of general position for pairs of points which is a dense and open condition. Using this we will show, that for almost all pairs of points in their envelopes have dimension . Whenever an envelope passes a face, it might change its dimension. This determines the simplicial structure of reduced Outer Space via the Lipschitz metric which implies…
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Taxonomy
TopicsGeometric and Algebraic Topology · Advanced Combinatorial Mathematics · Homotopy and Cohomology in Algebraic Topology
Envelopes in Outer Space
Christian Steinhart
Abstract
We study the geometry of Outer Space in regard of the asymmetric Lipschitz metric via envelopes, that is the set of all geodesics between two points. In the simplicial structure of the envelopes are polytopes. We construct a piecewise unique geodesic between any two points in by concatenating edges of these polytopes. In fact rigid geodesics can be identified with edges of out- and in-envelopes, that is the set of all geodesics from or to a base point with a given maximally stretched path.
We introduce a notion of general position for pairs of points which is a dense and open condition. Using this we will show, that for almost all pairs of points in their envelopes have dimension .
Whenever an envelope passes a face, it might change its dimension. This determines the simplicial structure of reduced Outer Space via the Lipschitz metric which implies . As another implication we get that a geodesic ray in becomes after a given length rigid.
Contents
- 1 Preliminaries
- 2 Geodesics in Outer Space
- 3 Envelopes in Outer Space
- 4 Simplicial structure of
- 5 Appendix
Introduction
The Outer Space also denoted was first introduced in 1986 by Culler and Vogtmann in [CV86] to study the outer morphism group . They showed that is contractible and acts with finite point stabilizers. can be seen as the Teichmüller analogon for metric graphs were plays the role of the mapping class group. So is the moduli space of finite, marked, metric graphs with no leaves and fundamental group . Reduced Outer Space is the subset of consisting of all elements with no separating edges in the corresponding graph. It is a deformation retract of .
is a dimensional simplicial complex with some missing faces, where each open simplex corresponds to a graph with a marking. There are some missing faces, since we can’t contract loops without changing the fundamental group of a graph.
Most of the previous work and results in Outer Space were done topologically and combinatorially. In 2008 Francaviglia and Martino introduced in [FM11] a natural asymmetric metric on similar to the Thurston metric in Teichmüller space (s. [Thu98]) called the Lipschitz metric. Like the Thurston metric it can be calculated as the supremal stretching of curves. Stefano and Martino showed that for each there always exists a finite set of curves called candidates such that at least one of them is maximally stretched from to a . Hence this distance can easily be calculated for any two points for example with the package [Ste18] written in Sage ([Sag]).
Some interesting properties of the Lipschitz metric are, that geodesics are almost never unique and that a geodesic from to does not have to be a geodesic from to . In fact is a geodesic space for the asymmetric metric, but not every pair can be connected with a symmetric geodesic. The freedom of a geodesic between two points can be described in terms of envelopes, which is the set of all points which lie on a geodesic from to . In the case of Teichmüller space with the Thurston metric envelopes have been studied for the punctured torus in [DLRT16]. The envelopes in Outer Space can also be used to describe a coarse sense of direction, namely given a geodesic segment the out- and in-going envelopes describe all geodesics starting resp. ending with that segment.
Unique geodesics, which are also called rigid, play a crucial role in the understanding of the geometry of Outer Space, for example in the proof in [FM12] that the isometry group is for . In chapter 3 we will use envelopes to give an algorithm which yields a piecewise unique geodesic between any two points by concatenating consecutive edges of an envelope. This yields the following theorem:
**Theorem **3.10
For each there exist geodesic segments , s.t. for each is the unique asymmetric geodesic joining its two endpoints and is an asymmetric geodesic from to .
In fact theorem 3.17 states that rigid geodesic are exactly the edges of out- and in-envelopes.
It is an interesting fact that the dimension of an envelope may decrease whenever it passes a face. We can use this to determine faces in the reduced Outer Space in terms of envelopes and since envelopes are preserved under isometry we get that isometries of reduced Outer Space are simplicial. This was the missing step in [FM12] for the reduced case and hence we get theorem
**Theorem **4.9
The isometry groups of in regard of the symmetric and both asymmetric Lipschitz-metrics are the same as in the non-reduced case:
[TABLE]
The decrease of dimension can be explained in terms of maximally stretched candidates. If the originally maximally stretched candidate is no longer a candidate in an adjacent simplex, there must be at least two other candidates of that new face which are maximally stretched along . This gives a restriction on the points lying in the envelope and we may loose a dimension of freedom for all geodesics. In particular if a geodesic ray runs long enough, it must cross such a face and we get that each pair of points far enough in lie in a special position to each other. As a nice corollary we get, that long enough geodesic rays in become at some point rigid.
Roadmap
Section 1 will give the basic definitions of Outer Space and the Lipschitz metric. Although this section is enough to understand the rest of the paper I strongly recommend Vogtmanns surveys [Vog15] or [Vog02] to get familiar with this topic.
Section 2 will give the notions and main properties of geodesics in Outer Space. Furthermore it contains some basic tools which we will use in the following chapters.
Section 3 introduces envelopes and shows that they are polytopes in . Theorem 3.10 then shows how one can walk along edges of those polytopes to get a piecewise rigid geodesic. We will also see, that out- and in-going envelopes cover and in each simplex the possible out-/in envelopes are determined by the candidate envelopes.
In Section 4 we will first show, that an envelope has almost always maximal dimension. On the other hand in the reduced case we will always find an envelope close to each point in a face, such that the envelope decreases its dimension when it passes the face. Using this we get that isometries respect the simplicial structure of reduced Outer Space.
Acknowledgements
I thank Armando Martino for three great weeks in Southampton, where the Appendix of this paper and its corresponding results were created and for great input and conversations, which deepened my understanding of the theory.
I heartly thank Gabriela Weitze-Schmithüsen for her thorough proof-reading, discussions and general help which greatly served the readability of the paper.
I also thankfully acknowledge the support by DFG-collaborative research center TRR 195 (Project I.8).
1 Preliminaries
This section will give a quick introduction into the basic definitions and properties of Culler-Vogtmann Outer Space and the Lipschitz metric on it. For a more thorough introduction and survey I refer the reader to […].
The definition of Outer Space is analogue to the definition of Teichmüller space just in terms of graphs. More explicitly a point in Outer Space consists of three data, namely a finite graph without leaves, a marking on and lengths of its edges:
Definition 1.1
- (i)
For the rose is the graph with one vertex and edges, also called petals. Hence we can easily identify the fundamental group with the free group by assigning each (oriented) petal a basis element of the free group.
- (ii)
Let be a finite graph, where each vertex has at least valency 3. A marking on is a homotopy equivalence . Hence we have now identified with the fundamental group . 3. (iii)
The (projectivized) Outer Space of rank is defined as the set
[TABLE]
Where we have the following equivalence relation: if there exists a homothety such that the induced marking is homotopic to 4. (iv)
The reduced Outer Space is the same set as above, but with the restriction that our graphs have no separating edges. This is a deformation retract of .
In other words our points in can be considered as finite metric graphs without leaves and with volume (by homothety we can stretch the graph) where we identify the free group with the fundamental group of via the marking up to free homotopy.
Notation 1.2
- (i)
From now on we will omit the length and marking in our notation and mean them implicit in . 2. (ii)
Quite often it is easier to write down a homotopy inverse of the marking as follow: Fix a spanning tree of which will be collapsed to the vertex of and label the rest of the edges with an orientation and a basis of . Each edge will be sent to the sequence of petals in corresponding to its label (s. figure 2).
- (iii)
From now on we will identify each element of with its image under the marking and vice versa. 4. (iv)
Since every (conjugacy class of an) element of can be uniquely realized as an immersed loop in , we can assign for each triple and element a length of the corresponding immersed realisation in . We will also denote this by .
The data of an element is called the topological type of . After normalizing the volume we can see, that all the points in with the same topological type build an open simplex.
If we can pass from one marked graph to another marked graph by collapsing a forest, then we identify the open simplex of with the missing face of the simplex of were the edges of the forest have length 0.
Hence we can represent as a simplicial complex with some missing faces and consider the induced topology.
Culler and Vogtmann showed in [CV86] the following two important theorems:
Theorem 1.3** **(Culler Vogtmann 86)
is contractible.
On we have a natural right action of by change of marking, i.e. each element can be realised as a homotopy equivalence and precomposing to the marking yields the action on : . Furthermore inner automorphisms act trivially on since the marking is only defined up to homotopy, hence we actually have an action of .
Theorem 1.4** **(Culler Vogtmann 86)
The -action on is fix-point free and each point has a finite stabilizer.
Similarly to the Thurston metric on Teichmüller space as introduced in [Thu98] Armando Martino and Stefano Francaviglia introduced in [FM11] an asymmetric metric on as following:
Definition 1.5
Let . Then consider the set of all continuous maps , s.t. , i.e. the following diagramm commutes up to homotopy:
[TABLE]
Since finite metric graphs are compact, each is Lipschitz continuous with Lipschitz-constant . The Lipschitz distance from to is then defined as
[TABLE]
The typical way to gain now the symmetric Lipschitz distance is by:
[TABLE]
The Arzela-Ascoli theorem yields, that the infimum is actually attained by a map . There is even an easier and more explicit way to calculate this distance by looking at the maximal stretching of certain paths in the graph.
Definition 1.6
For a given graph a candidate is a simple loop in whose image is a topological embeddeding of one of the following graphs (s. figure 3):
- •
a simple loop
- •
a figure of eight
- •
or a barbell
We will denote the set of candidates of with and identify them via the marking as the corresponding subset (of conjugacy classes) in .
Now a theorem by Francaviglia and Martino (s. [FM11]) states, that the minimal Lipschitz constant can be calculated as the maximal stretching of these candidates:
Theorem 1.7
For we have:
[TABLE]
Since there are only finitely many candidates in a graph, we can now easily compute . A computational realization of this theorem with Sage ([Sag]) can be found under [Ste18].
Definition 1.8
We say is a witness for to for the asymmetric metric, if is maximally stretched from to , i.e. . We denote the set of witnesses from to as .
We say is a (symmetric) witness for and for the symmetric metric, if is an asymmetric witness from to and is an asymmetric witness from to . We denote the set of symmetric witnesses for and as .
We may think of a witness as the conjugacy class of a simple element, as taking conjugates or powers/roots doesn’t change the metric behaviour. Most of the time the witnesses we consider will be candidates of . Such witnesses will be called candidate witnesses. We will denote the set of candidate witnesses by . We will see, that they play a crucial role in the study of geodesics.
2 Geodesics in Outer Space
A first step to understand a metric space is often to understand its (minimizing) geodesics. For example they played the crucial role in the understanding of the isometry group of Outer Space in [FM12]. The philosophy of this paper is, that a lot of information, e.g. the simplicial structure of , is encoded in the geodesics. In this section some basic properties of the geodesics in Outer Space are listed.
As in (symmetric) metric spaces we define length and geodesics in asymmetric metric spaces:
Definition 2.1
Let be a space with an (asymmetric) metric , an interval and a continuous path.
- (i)
Let be a closed interval. Then the length of the arc is defined as
[TABLE]
We call rectifiable iff the arc length is finite for every arc of . 2. (ii)
A rectifiable curve is called a minimizing geodesic iff for every arc we have .
B Keep in mind, that these definitions depend on the orientation of , since we can have . Especially if is a -geodesic we can still have that is not a -geodesic!
Another way to define minimizing geodesics is as follows
Lemma 2.2
Let and be as in definition 2.1.
Then we have that is a minimizing geodesic if and only if it realises the triangle equality
[TABLE]
for all with .
proof:
Let „ “: By the triangle inequality of the metric we have
[TABLE]
where the last inequality is the definition of length and the last equality is the definition of minimizing geodesic. Hence equality holds.
„ “: Let be any subdivision of , then iteratively applying the triangle equality yields
[TABLE]
and hence ∎
Remark 2.3
In other metric spaces sometimes the definition of a geodesics differ, namely one additionally requires a geodesic to be parametrized by length, i.e. and relaxes the conditions of definition 2.1 (ii) to be satisfied only locally. Lemma 2.11 will tell us, how minimizing geodesics in Outer Space are glued together to get such geodesics (i.e. locally minimizing geodesics). Hence we will restrict to study minimizing geodesics. Another good reason to stick to minimizing geodesics instead of locally minimizing geodesics is that being a locally minimizing geodesic in Outer Space is a relatively weak condition, as you can see for example in remark 2.12.
Notation 2.4
From now on we denote by geodesic a minimizing geodesic in regards of the asymmetric metric and by symmetric geodesic a minimizing geodesic in regards of the symmetric metric in .
The notion of symmetric geodesic is not only because it is a geodesic in the symmetric metric, but also because these are exactly those asymmetric geodesics which are still geodesic if you flip the direction:
Remark 2.5
A continuous path is a symmetric geodesic if and only if and are asymmetric geodesics, where denotes with a flipped orientation. This can easily be seen by applying the previous lemma 2.2.
It is always an important question about a metric space, if there exists a geodesic joining two points, i.e. if the metric space is geodesic. In [FM11, theorem 5.5] Francaviglia and Martino proved by „folding the edges“ according to an optimal Lipschitz map the following theorem
Theorem 2.6
For any two points there exists a geodesic from to .
Also mentioned in the same paper we have a few remarks:
Remark 2.7
- (i)
There does not always exist a symmetric geodesic between two points (s. the following example). 2. (ii)
On the other hand straight lines in the simplices are symmetric geodesics. 3. (iii)
Geodesics are almost never unique, in fact for each point there are only finitely many rigid geodesics emanating from . Here we call a geodesic rigid, if any sub-arc is the unique geodesic joining its endpoints. Keep in mind that a geodesic between two points is rigid if and only if it is the unique geodesic joining its endpoints.
Together with Armando Martino we worked out the following extreme example for the last remark:
Example 2.8
Let be a point in a 1-dimensional simplex, i.e. a figure of eight graph, and a neighbourhood of . Then there exist points such that there is no symmetric geodesic between and .
The reason this works is the following idea:
Each geodesic from to must intersect the face of at at least one point and each geodesic from to must pass through the face of at some point . If there exists a symmetric geodesic, then and must coincide. But we can choose and in such a manner, that all possible intersection points and are disjoint.
You can find the exact calculations for this example in the appendix as remark 5.1. Interesting is here the fact, that this highly depends on the topological type of and . For example if we choose or to be a barbell graph, then this doesn’t work since each barbell graph has a symmetric geodesic to all adjacent theta-graphs. You can find this statement also in the appendix as remark 5.2. The proof will use lemma 2.10.
Using the fact that geodesics are sent to geodesics under isometries remark 2.7 (ii) and example 2.8 imply the following corollary:
Corollary 2.9
Let , then is simplicial, i.e. maps simplices to simplices and faces to faces.
The non-triviality of this statement comes from the fact, that is homoeomorphic to the plane, hence topologically we can’t determine faces. We will later see a proof of this statement for for arbitrary in theorem 4.8.
An important fact about geodesics in Outer Space is, that a lot of information is already stored in witnesses. The first fact is, that we won’t loose witnesses along a geodesic as shown in the following lemma:
Lemma 2.10
Let be a geodesic from to , and .
Then is a witness from to is a witness from to and from to .
The same holds for the symmetric case.
proof:
Wlog. assume all of the graphs to be normalized.
„“: Assume is a witness from to but not a witness from to or from to , hence or . Now is an intermediate point of a geodesic, hence
[TABLE]
which is the desired contradiction.
„“: Let be a witness from to and from to . Again is an intermediate point of a geodesic and so:
[TABLE]
Hence and so is a witness from to . ∎
Analogue we get the symmetric case by applying lemma 2.10 to each direction.
On the other hand we can glue any geodesics together, if the endpoints have fitting witnesses.
Lemma 2.11
Let and be (symmetric) geodesics from to respectively to . Then the following are equivalent:
- (i)
(=concatenation of and ) is a geodesic from to 2. (ii)
the set of witnesses from to is the intersection of the witnesses from to and the witnesses from to , i.e. . 3. (iii)
(resp. ) s.t. is a witness from to and a witness from to , i.e. . 4. (iv)
There exists a (symmetric) geodesic from to s.t. lies on . 5. (v)
proof:
We will prove only the asymmetric case. The symmetric case follows then directly by interchanging and .
„“: Follows directly from lemma 2.10
„“: Clear, since there exists at least one witness from to .
„“: Let be as stated in (iii), then we have
[TABLE]
Where last equality holds since is a witness from to and from to . Hence the desired equality holds.
„“: Follows directly from lemma 2.2 and that and are geodesics. Namely assume holds, then for points on and on we get by the triangle inequality and lemma 2.2
[TABLE]
hence equality holds everywhere. Similar for different distributions of on
„“: is clear and follows from lemma 2.2. ∎
Keep in mind that holds in every metric space.
Lemma 2.11 implies that a point lies on a geodesic from to if and only if one (and hence all) witness from to is also a witness from to and from to . For the symmetric metric this is not sufficient, since there might be no symmetric geodesic from to at all (s. example 2.8).
Another interesting aspect is, that the corresponding witnesses to a finite geodesic can be considered as a coarse direction the geodesic has. This is in a certain way the only information a geodesic remembers from its past and cares about, if you want to continue it. Lemma 2.10 tells us, that these coarse direction will be kept during the whole geodesic and lemma 2.11 means, that if we want to continue a finite geodesic, we only have to care about the witness of its two endpoints.
In particular since there exists always a candidate witness and there are finitely many candidates for a point we can assign to an outgoing geodesic ray a (global) coarse direction, namely a candidate witness from the origin to every point on the geodesic.
Using that locally minimizing geodesics are piecewise minimizing geodesics glued together as in lemma 2.11 we can now construct two pathogens of minimizing geodesics also occurring in with the maximum norm.
Remark 2.12
- (i)
There exist null-homotopic locally minimizing geodesics. One can can easily construct such an example by iteratively changing the coarse direction. For example let
be the -graph with marking {\color[rgb]{0,0,1}\definecolor[named]{pgfstrokecolor}{rgb}{0,0,1}x} and {\color[rgb]{1,0,0}\definecolor[named]{pgfstrokecolor}{rgb}{1,0,0}y}.
Consider the three points corresponding to with edge-lengths and .
Observe that the candidates of are and , hence for each pair of at least one of them is a witness. A short calculation shows and . Hence by lemma 2.11 concatenating the straight edges and will yield a closed, locally minimizing geodesic, since any two edges have a common coarse direction. Similarly one can construct an example for the symmetric metric in the shape of a hexagon. 2. (ii)
Let be a continuous path and .
Then there exists a locally minimizing geodesic , s.t. lays in the -neighbourhood of . In particular there exist locally minimizing geodesics which are dense in . A technical complete proof which uses some elements from the following chapters can be found in the appendix.
3 Envelopes in Outer Space
As mentioned before, geodesics in Outer Space are almost never unique. To give a measure how much uniqueness fails, it seems reasonable to look at the whole set of geodesics at the same time. We borrow the notion of envelope from [DLRT16].
Definition 3.1
Let be a metric space and .
Then we define the envelope from to as
[TABLE]
For the envelopes in we will write for the asymmetric metric and for the symmetric metric.
Envelopes have the following important and easy to see properties which we will use later on.
Remark 3.2
- (i)
It is clear, that isometries send envelopes to envelopes since isometries have to send geodesics to geodesics. 2. (ii)
The diameter of an envelope is bounded. More explicitly:
- •
if the metric is symmetric the diameter of an envelope is the distance of the two endpoints by the triangle inequality: For we have
[TABLE]
- •
In an asymmetric metric we get for all
[TABLE]
Consider as an example an oriented graph with vertices , two equally long edges from to and one edge from to to see this is the best estimate we can do in the general setting. 3. (iii)
By the equivalence lemma 2.11 (i) (v) we have nested envelopes, i.e. for we have
[TABLE] 4. (iv)
By lemma 2.11 (v) we can also write envelopes in as
[TABLE]
Before we look into envelopes in we will introduce two notations:
Notation 3.3
Let .
- (i)
We denote from now on as the simplex in coming from the topological type of , i.e. all elements of gained by changing only the lengths of . 2. (ii)
Let be an edge in the underlying graph of and . Then we denote by the number of times the cyclically reduced path corresponding to passes through (without considering the orientation). This depends only on the topological type of and not its lengths. 3. (iii)
The supporting simplices of an envelope denotes all simplices with non-empty intersection
[TABLE]
Envelopes in behave nicely in regard of the simplicial structure of . First of all, they are polytopes in each simplex as we will see in lemma 3.4. We will use this to construct locally rigid geodesics. In the next chapter we will then use envelopes to determine faces of Outer Space.
Lemma 3.4
is a polytope, i.e. in each simplex an intersection of finitely many half-spaces.
proof:
Let be a witness from to . By the implication after lemma 2.11 we have is a witness from to and from to . So each and yields a linear inequality and hence parametrises a half-space in the simplex :
[TABLE]
Since the terms and do not depend on the weights we get indeed a linear inequality and hence a half-space in .
By theorem 1.7 there exists a maximally stretched candidate, hence is maximally stretched and thus a witness from to and from to if and only if above inequalities are satisfied for all , i.e. if lies in the intersection of all these half-spaces. These are finitely many and therefore we are done. ∎
Remark 3.5
In the following, when we talk about the faces of an envelope we only mean faces arising from equalities in the or -inequalities above. In particular that means we will exclude the faces arising solely from intersections with a simplex.
On the other hand by the following lemma the support of an envelope is finite, since its diameter is bounded.
Lemma 3.6
For any and the ingoing ball intersects with only finitely many simplices of .
Proof.
Wlog. we can assume that is the standard marked rose with edge lengths all , since we have . We will show that for a fixed graph there are only finitely many markings such that it still lies in . Since there are only finitely many finite graphs with valency greater three and fundamental group the claim follows.
Fix for a normalized element a spanning tree and label the edges outside of the tree with words according to its marking. Since each corresponds to a simple loop it has length of at most 1 in . On the other hand for each word its length in is th of its cyclically reduced word-length. If now we have , hence cyclically reduced edge labels of have at most word-length .
On the other hand assume is not cyclically reduced. Since we can simultaneously conjugate all labels in without changing the element in we can assume, that there exists a such that is a cyclically reduced word. The length of in is at most . We have now to consider two cases:
- •
is not cyclically reduced: Then is already a reduced word and hence its cyclically word-length is just the sum of the word-lengths of and . Thus has word-length of at most .
- •
is cyclically reduced: Then the reduced word length of is at least the difference of the word-lengths of and . Since is cyclically reduced its word-length is at most and thus has at most word-length of .
∎
Corollary 3.7
is compact.
proof:
Since the diameter of an envelope is bounded, it stays away from missing faces in and has non-empty intersection with at most finitely many simplices. Hence the intersection of the envelope with a simplex is closed in the simplicial closure and therefore compact. Thus the envelope is as finite union of compact sets again compact. ∎
As we have seen in lemma 3.4 each envelope is the intersection of two cones coming from the two end-points. Namely the intersection of half-spaces belonging to the inequalities of type and the inequalities of type . One can see these cones as set of points a geodesic ray can reach, if we fix the coarse direction and the start-point.
Definition 3.8
Let be a subset which we consider as coarse direction or wanted witnesses. Then we call
[TABLE]
the out-envelope of in the direction of and
[TABLE]
the in-envelope of in the direction of .
If is a singleton, we will just write .
Remark 3.9
- (i)
By lemma 2.11 the in- and out-envelopes tell, how one can extend geodesics in either direction and furthermore we get
[TABLE]
for all non-empty . 2. (ii)
As in emma 3.4 we get that in- and out-envelopes are polytopes in each simplex, namely the out-envelopes are parametrized by the inequalities of and the in-envelopes by the -inequalities of 3.4. 3. (iii)
By definition intersections of out- resp. in-envelopes are the out- resp. in-envelopes of their union of directions, i.e. .
By Remark 2.7 we know, that almost never two points are joined by unique geodesics, but with the help of envelopes we can construct a geodesic, which is at least piecewise unique.
Theorem 3.10
For each there exist geodesic segments , s.t. for each is the unique asymmetric geodesic joining its two endpoints and is an asymmetric geodesic from to .
In the proof we will construct the geodesic segments starting from by moving along edges of envelopes. This yields unique geodesic segments by the following lemma:
Lemma 3.11
- (i)
Let and on a hyperplane , which comes from an equality of the form in lemma 3.4, hence by a candidate . In other words is a face of the out-envelope .
Then by lemma 2.10 each geodesic from to must lay completely in , since each point on has also as a witness from .
The same holds for hyperplanes coming from , i.e. faces of the in-envelope of , and geodesics to .
In other words a geodesic from to can’t enter a -hyperplane or leave a -hyperplane. 2. (ii)
All edges of an envelope , which have as a coarse direction (a subset of) , are unique geodesic segments. In particular all emanating edges from and incoming edges to are unique geodesics. 3. (iii)
Let , then consecutive edges in form rigid geodesics. Similarly consecutive edges in form rigid geodesics.
proof:
(ii): For an edge with a coarse direction in let and be the endpoints of and any geodesic from to (for example itself is such a geodesic). By lemma 2.11 we can extend to a geodesic from to .
Since is an edge, we can write it as an intersection of hyperplanes coming from and hyperplanes from . By previous (i) lies at least until in all hyperplanes and from to in all hyperplanes . In particular lies in all hyperplanes and and hence is .
(iii): Let be consecutive edges in and their endpoints. As before each geodesic from to must be contained in all hyperplanes containing , therefore must contain and hence lies on . Inductively has to go through over and therefore is the unique geodesic from to . ∎
proof:** **(of Theorem 3.10)
Let any points. We will now construct and for inductively starting with and :
Starting at choose any consecutive edges in until they hit the first time a new hyperplane coming from an equality of type and denote this point bei . This means that are actually edges of (more exactly might be only a part of an edge) and thus by lemma 3.11 is the unique geodesic from to . Since there are only finitely many edges in each such a sequence of edges is finite.
By lemma 3.11 we have
[TABLE]
which is a finite set, so previous induction stops after finitely many steps. ∎
Since between any two points we can choose a candidate witness, we can fix a point and cover with out-envelopes. In particular this will be a partition of each simplex into polytopes and each out-envelope can be seen as a face of such a polytope.
Proposition 3.12
Let , then we have:
- (i)
2. (ii)
3. (iii)
For all the interior is non-empty. 4. (iv)
For all sets of witnesses and simplices , there exists a subset of candidates such that their out-envelopes are the same in , namely . 5. (v)
Let and a simplex in , then is a face of .
proof:
- (i)
follows directly from the fact, that for each there exists a candidate witness . 2. (ii)
Since for each there exists a geodesic from to it is enough to show the statement for any neighbourhood of .
Let now for a small enough neighbourhood of and . Assume is not a candidate of . If we choose enough small such we have that the topological type of is the same of up to contracting some edges. This means that is of the form:
where the small green edges between the vertices are collapsed in and we might hide a barbell handle in the dots. But then would be less stretched from to than which contradicts that all candidates of are witnesses from to .
If there exists a candidate maximally stretched from to , which is also maximally stretched from to by assumption, hence we get . 3. (iii)
We will construct an open set contained in .
If is in a maximal simplex, let be smaller than each edge length of and . Let be any element in obtained from by changing the edge lenthgs in the following way:
- •
Each edge not contained in is shrinked by more than , i.e. .
- •
If is a simple loop and is the number of edges in each edge contained in is stretched at most , i.e. .
- •
If is a barbell, let denote the two circles of and the barbell handle as edge paths, i.e. looking at as a sequence of edges we have . Then each edge contained in one of the two circles is shrinked and the circles are shrinked by at most , i.e. . For the number of edges in stretch each edge contained in less than such that is stretched more than .
It is now easy to check, that is the only and hence maximally stretched path from to and hence holds. Moreover the set of such is open, hence the claim follows.
Let now be not in a maximal simplex, then as before we can construct with by relaxing vertices of valency bigger than 3 with edges of length along . We only need to take care if is a figure of eight to relax it into a barbell to get also . Since the claim follows. 4. (iv)
By remark 3.9 (iii) we can assume wlog. that . Let a point in the relative interior of the polytope . For we claim, that .
Let be the affine subspace spanned by in and small enough such that holds.
For the inequality in is an equality for , i.e. we have . Since and are in the equality also holds for else would be more stretched than for either or . Thus the equality holds for all , in other words for all and we have and hence .
Let now be the affine subspace spanned by in and small enough.
If then we have for all and hence for by we get . But if we choose small enough this also holds for all (s. lemma 3.15), but this contradicts . 5. (v)
Follows directly from (iv) and the inequalities in lemma 3.4, since the defining half spaces of the polytope come from the candidates.
∎
Remark 3.13
Statement (iii) doesn’t hold in the reduced Outer Space, since we might not be able to relax a figure of eight into a barbell. For example in the rose and a figure of eight in has as outgoing envelope a unique geodesic.
We get similar results for the in-envelopes:
Proposition 3.14
Let and the set of possible candidates, then we have:
- (i)
2. (ii)
3. (iii)
For all the interior is non-empty. 4. (iv)
For all sets of witnesses and simplices , there exists a subset of candidates such that . 5. (v)
Let and a simplex in , then is a face of .
proof:
All statements except (iii) are proven as in propostion 3.12.
For (iii) let and a generating set of . Consider the marked rainbow graph
where the edges belonging to have length and all the other edges length . Hence all candidates of except have at least length 2 and has at most length . Since there are only finitely many candidates and there must be a witness candidate, we can choose small enough, such that the rainbow graphs which satisfy the length conditions lay in . These rainbow graphs form an open set. ∎
Since the out- and in-going envelopes are parametrized by the inequalities and in lemma 3.4 we get that continuously varying we continuously vary the out- and in-envelopes in each simplex as long as we don’t change the candidates and the envelope stays in the simplex. In particular for in maximal simplices we can always choose neighbourhoods small enough, that we don’t get intersections with new envelopes, i.e. we don’t get additional candidate witnesses as the next lemma states.
Lemma 3.15
Let and the candidates close to .
Then there exist neighbourhoods and such that for all and we have .
In particular if lies in a maximal simplex we get .
Proof.
Considering the -inequalities of lemma 3.4 and a we have if and only if the -equality holds for . We can choose small enough, such that for all and so we can consider the finite set instead of in the -inequalities. Varying continuously varies the coefficients of in the -inequality and since is finite we can choose and in such a matter, that if for any the sum is strictly greater than 0, it stays so for all and . Therefore such is less stretched from and than , hence we don’t gain any new witnesses from and the claim follows. ∎
While lemma 3.11 (iii) tells us, that consecutive edges of out- and in-envelope are rigid geodesics, we will see that in fact all rigid geodesics are of that form. To see that we will need the following lemma.
Lemma 3.16
Let be a closed simplex in and such that has dimension .
Then for each relative interior point we have . In particular for the geodesics from to is not unique.
The analogue statement holds for in-envelopes.
Proof.
Let and . By we have and thus .
Applying proposition 3.12 (v) on and we get that is a face of . But contains an interior point of and thus we have .
Let now be as in lemma 3.15 and . By we get and by and lemma 3.15 we have . But then lemma 2.11 implies, that lies on a geodesic from to .
So if the dimension of is , then we have .
For exists several points with the same distance from which means they can’t lie on the same geodesic.
Similar we get the statement for in-envelopes. ∎
Putting this together we get:
Theorem 3.17
Let be any interval, and a geodesic. Then the following is equivalent:
- (i)
is a rigid geodesic, i.e. is the unique geodesic joining and for all 2. (ii)
For all lies on the edges of an out-envelope of and lies on edges of in-envelopes of (but not necessarily in a single in-envelope).
proof:
By lemma 3.11 (iii) and setting we have .
Assume (ii) does not hold, then wlog does not lie on the edges of an out-envelope. Let be minimal such that lies not on edges of an out-envelope of . This implies has at least dimension 2 near and lies in the interior of the envelope for small enough . Fix such a small such that and lie in the same closed simplex and set . Since is minimal with this condition we get that each geodesic from to a point in has coincide with until . Thus we get and lies not on an edge of . By lemma 3.16 to and we get different geodesics from to hence (i) also does not hold. ∎
Remark 3.18
The reason one out-envelope is enough for theorem 3.17 is that for a given geodesic and we have by lemma 2.10 for all . Since is finite for all this implies and for all .
This argument does not hold for the negative direction , since the candidates here depend on and not . We might even get that is an empty set. An example for this in can be constructed as follows.
Enumerate the elements of as and start with any simplex . Let be a figure of eight. A short calculation shows that there exist two rigid geodesics from two different figures of eights ending in . Choose or such that we have . Inductively choose such that for all . As in lemma 3.11 (iii) this yields a rigid geodesic from to for all and thus . Hence after identifying the on their common parts we have constructed a rigid geodesic with .
4 Simplicial structure of
We will now show how to distinguish faces in by the use of envelopes. The important observation we use here is, that envelopes may have different dimensions in different simplices. In the reduced Outer Space we can construct such envelopes near any face as follows:
Lemma 4.1
Let be in a face, i.e. the underlying graph of has a vertex of degree at least 4. Let furthermore be a neighbourhood of . Then there exist such that the envelope has near higher dimension than around , i.e. there exist neighbourhoods of and of with (s. figure 5). In particular we have for all and .
proof:
Since we can slightly relax vertices of valency 4 or greater, we can wlog. assume that has exactly one vertex of valency 4. Let’s look at the star around :
[TABLE]
Since there exists no separating edge and hence we find embedded circles {\color[rgb]{0,0,1}\definecolor[named]{pgfstrokecolor}{rgb}{0,0,1}x} and {\color[rgb]{1,0,0}\definecolor[named]{pgfstrokecolor}{rgb}{1,0,0}y} passing through :
[TABLE]
Furthermore we can assume that and are disjoint outside by cutting out common edges and glueing the paths back together:
[TABLE]
Giving now and an orientation, we can see them as elements in .
Let now be small enough, then the following graphs are still inside :
is obtained by relaxing to an edge of length as in figure 8 and keeping the rest as in . 2.
is obtained by relaxing in the different manner as in (see the orientation of ) and shrinking each edge of which does not lie in or by , i.e. .
Since topologically and are the same outside of , each candidate is only stretched from to if it crosses or and stays inside of and . Hence is the only maximally stretched candidate from to . Considering the inequalities for the envelope around , we get that in a small neighbourhood around the inequalities of type are always satisfied and as in Proposition 3.12 (iii) it has full dimension .
On the other hand let close to , i.e. with the same topological type as . By lemma 2.10 also has to be a witness from to and hence and are also a witnesses from to (for we have or ). But this yields a non trivial equality condition in for the edge lengths of and so has close to at most dimension . ∎
Remark 4.2
The argumentation of lemma 4.1 does not necessarily hold in the non-reduced Outer Space, e.g. consider as a doubled barbell graph.
However we resolve the 4-valent vertex, we will always get the same sets of candidates. Fixing a weighting and hence we can now easily find a neighbourhood of which contains only the topological types gained by slightly stretching the 4-valent vertex.
With previous lemma 4.1 and the fact that envelopes are preserved under isometries we get that isometries of send maximal simplices to maximal simplices. The lower dimensional skeleton of is preserved for topological reasons and we get.
Theorem 4.3
An isometry in regard of the asymmetric metric of is simplicial.
For the symmetric version of this theorem, which also implies last theorem, we will need a little bit more work. We will first show, that almost all points in the same maximal simplex have a top dimensional envelope . For this we will introduce a notion of general position. On the other hand by lemma 4.1 there are open sets at faces, where this is not satisfied.
Definition 4.4
Let be in maximal simplices. We say is in general position to , if there exist neighbourhoods s.t. the sets of candidate witnesses are the same. Else we say is in special position to .
As one expects almost every pair is in general position, more exactly:
Proposition 4.5
Let be in a maximal simplex, then the set of points in general position to is dense and open. The same statement holds, if we fix and vary .
proof:
The open property follows directly from the definition. The dense property follows from Lemma 4.6, since in each simplex there are only finitely many envelopes ∎
We can directly see points in general position with the help of in- or out-envelopes, namely
Lemma 4.6
Let be points in maximal simplices, then the following are equivalent:
- (i)
is in general position to . 2. (ii)
for a . 3. (iii)
for a .
proof:
„(i)(ii) and (iii)“ follows directly from the definition of general position for every .
„(ii)(i)“: By proposition 3.12 (iv) wlog. . Let with . Since is in the interior of we have by proposition 3.14 (v) . By the -equality for and then follows that the edge-counts of and in are multiples of each and thus and are a barbel and its counterpart with a flipped orientation of a cycle (e.g. and ).
We will now show, that and also have the the same edge-counts in . Let be the mark changing map realising the minimal Lipschitz constant (s. definition 1.5). Since and are witnesses, their images in are reduced paths. But since they have the same edge counts in this implies they have also the same edge counts in . In particular they have also the same lengths in the simplex, i.e. and for all .
Therefore we have for all and for and small enough neighbourhoods of resp. . Hence we showed and by lemma 3.15 equality holds for small enough and .
„(iii)(i)“: As before if with exists, it has a multiple of edge-counts as in . In particular the letter count of the word has parity two, which implies they can not be extended to a basis of . But it is easy to check that each pair of disjoint candidates which are not a barbell (or a figure of eight) and its counterpart can be extended to a basis, as the following sketches:
- •
Let be such a pair and fix a spanning tree which contains as much as possible of , that means all up to one or two edges.
- •
Label the edges according to the marking. The labels form a basis of the fundamental group and we can exchange one of these elements with (if is a simple closed loop, it is already one of the labels) and still have a basis.
- •
If is a barbell consider it as a word in this basis where the subwords have a disjoint alphabet, hence we can again exchange a letter of or which is not contained in (since is not its counterpart) and again get a basis. When is not a barbell, its word has either again a letter not contained in or it is one of the two letters of .
Therefore and must be as in the case (ii) and the claim follows. ∎
Looking at the proof of proposition 3.12 (iii) we get that has maximal dimension for all near . Applying this and lemma 4.6 to for some we get the following corollary:
Corollary 4.7
Let be in maximal simplices.
- a)
We have is in general position to if and only if has maximal dimension in . 2. b)
In particular if are in the same maximal simplex and in general position to each other, we have : Since we have
[TABLE]
The straight line lies in the interior of all the considered envelopes above. So in contrast to lemma 4.1 we have for any neighbourhood of .
We use now corollary 4.7 b) and lemma 4.1 to distinguish faces with envelopes in the symmetric metric. Since envelopes are preserved under isometries we then get the following theorem:
Theorem 4.8
An isometry in regard of the symmetric Lipschitz-metric of is simplicial.
proof:
Let and be a point in a maximal simplex. Assume lies on a face and let be a neighbourhood of contained in the maximal simplex.
Let be as in the proof of lemma 4.1. In particular and are in maximal simplices and with as in the proof of lemma 4.1. By lemma 3.15 there exist neighbourhoods such that for all we have and hence is in general position to . By lemma 4.1 we can choose small enough such that has not maximal dimension.
On the other hand since being in general position is a dense property (s. proposition 4.5) we find and which are in general position to each other. By corollary 4.7 b) has near maximal dimension. But is an isometry and hence restricts to an isometry of to . In particular it preserves the dimension of envelopes, hence the fact that lies on a face leads to a contradiction.
We have thus prooved that sends maximal simplices to maximal simplices and thus maps the -skeleton of to the -skeleton. If belongs to the -skeleton of , then has either two -valent vertices or one -valent vertex which can be resolved in at least 4 different ways while staying in the reduced case. This means belongs to a face of more than two simplices of dimension . So by topological reasons must belong to the -skeleton of . Inductively sends each simplex to a simplex of the same dimension. ∎
We can now follow the proof of Stefano Francaviglias and Armando Martinos in [FM12] for the non-reduced Outer Space and get the same result for reduced Outer Space, namely:
Theorem 4.9
The isometry groups of in regard of the symmetric and both asymmetric Lipschitz-metrics are the same as in the non-reduced case:
[TABLE]
Remark 4.10
Another way to distinguish faces is directly by the property of general position. By corollary 4.7 the property of general position of two points is preserved under isometries if both points are sent into maximal simplices. If is a straight line in a maximal simplex, then by corollary 4.6 b) is in general position to if and only if is in general position to for all . On the other hand let and as in lemma 4.1 and any geodesic from a to . Then there always exists , such that and are not in general position, since as soon as passes the face it has to lie in an envelope of smaller dimension. This behaviour just relies on the fact, that the coarse direction of is not a candidate of (the simplex of) .
Having this in mind we can actually deduce similar behaviour for all geodesic rays, namely that if a geodesic runs long enough it looses one dimension of freedom or in other words gains a small amount of rigidity:
Proposition 4.11
Let be an asymmetric geodesic ray parametrized by length, then there exists a s.t. for all we have . In particular is not in general position to .
proof:
Let a coarse direction of . Since is a (global) geodesic ray, such a exists and by lemma 2.10 we have for all . Since is a witness for all elements of the path, its length is stretched exponentionally to the length path, hence there exists a with for all . In particular is not a candidate for all with since at least one edge is covered by thrice.
Let now for some . Then the equalities in for and and yield a non-trivial restriction for , else we would have for all edges , in other words in the abelianization of would be a multiple of . But at least one edge is covered multiple times by and thus , hence would be a proper multiple in the abelianization. But can be extended to a basis of an thus to a basis of the abelianization.
Since the geodesic ray has to satisfy this nontrivial equality for we have and by corollary 4.7 is not in general position to . ∎
Since a geodesic is rigid if and only if the envelope has everywhere dimension 1, we get the following corollary:
Corollary 4.12
Let be an asymmetric geodesic ray parametrized by length, then there exists a such that is a rigid geodesic ray.
On the other hand proposition 4.11 is sharp for every , i.e. there exists long geodesic rays with for all .
Example 4.13
Let be the figure of eight
with marking {\color[rgb]{0,0,1}\definecolor[named]{pgfstrokecolor}{rgb}{0,0,1}x} and {\color[rgb]{1,0,0}\definecolor[named]{pgfstrokecolor}{rgb}{1,0,0}y} and edge lengths {\color[rgb]{0,0,1}\definecolor[named]{pgfstrokecolor}{rgb}{0,0,1}a} and {\color[rgb]{1,0,0}\definecolor[named]{pgfstrokecolor}{rgb}{1,0,0}1-a} for . If we choose to be the geodesic ray starting at with direction which is the same direction as a short calculation shows, that is the unique geodesic from to where is the figure of eight with marking {\color[rgb]{1,0,0}\definecolor[named]{pgfstrokecolor}{rgb}{1,0,0}xy^{-1}},{\color[rgb]{0,0,1}\definecolor[named]{pgfstrokecolor}{rgb}{0,0,1}y} and again with edge-lengths {\color[rgb]{1,0,0}\definecolor[named]{pgfstrokecolor}{rgb}{1,0,0}1-a} and {\color[rgb]{0,0,1}\definecolor[named]{pgfstrokecolor}{rgb}{0,0,1}a}. In terms of envelopes the simplex containing and is covered by the envelopes of and and is exactly the intersections of those two envelopes and hence rigid.
Furthermore for the adjacent -simplex containing the out-envelopes and lay in the interior of , hence the envelope is one dimensional and by proposition 3.12 (iv) it is the intersection of out-envelopes of candidates of . But these look exactly like for and , i.e. there are only two envelopes belonging to and and hence intersects the next face at with again edge lengths and .
Since we can continue along the out-envelopes with coarse direction we inductively get that is a rigid geodesic ray with infinite length. Figure 11 is a picture of where the letters in the brackets denote the marking of the figures of eights.
If we now consider the graphs where we add to each the same additional marked subgraph, e.g. a bouqet of roses with petal length 1 and the same marking.
[TABLE]
it is easy to check, that the added green part doesn’t distribute anything to the distance to the other . Hence we can slightly vary the corresponding green edges without changing the distance. In particular we get that as the concatenation of the straight edges between the is an infinite geodesic ray with for all since the green part is never covered by a witness from to .
5 Appendix
Remark 5.1** **(Calculations for 2.8)
Let be the figure of eight graph with marking {\color[rgb]{0,0,1}\definecolor[named]{pgfstrokecolor}{rgb}{0,0,1}x} and {\color[rgb]{1,0,0}\definecolor[named]{pgfstrokecolor}{rgb}{1,0,0}y} and edge length and as in figure 12. Let furthermore be as in figure 12 the two differently marked theta-graphs in the neighbourhood of with edge lengths and for some small enough .
We only consider the candidates and for maximal stretching/shrinking from to . The ratios of the paths are as follow:
[TABLE]
Where is some graph in the same simplex as with edge length and .
It is clear, that the ratios of lengths satisfy and . For we get the following witnesses:
- •
is maximally shrinked from to :
It is enough to show :
[TABLE]
which is satisfied since we have .
- •
is maximally stretched from to :
[TABLE]
which is satisfied, since we have .
Thies yields as conditions for any on a geodesic from to :
- •
is maximally stretched from to :
[TABLE]
- •
is maximally stretched from to :
[TABLE]
hence we have a contradiction and such an can not exist.
Remark 5.2** **(geodesic joining adjacent barbell- and -graphs)
Let and be elements in with marking {\color[rgb]{0,0,1}\definecolor[named]{pgfstrokecolor}{rgb}{0,0,1}x} and {\color[rgb]{1,0,0}\definecolor[named]{pgfstrokecolor}{rgb}{1,0,0}y}.
A:=$$a$$b 1-a-b$$B:=$$\alpha$$1-\alpha$$C:=$$d c$$1-c-d
then there exists a symmetric geodesic from to .
We will show you can choose in such a manner, that it lies on a geodesic joining and . By lemma 2.11 it is enough to consider the witnesses from to and from to , since and lie in the same simplex as do and .
As above we only consider the candidates and for maximal stretching/shrinking from to . The ratios of the paths are as follow:
[TABLE]
Wlog. we can assume hence we get
[TABLE]
So we get that the ratio of lengths satisfy and hence the maximally stretched path from to is . This yields the following restrictions for :
- •
:
- •
:
- •
:
- •
:
Hence we have the restriction
Let’s consider the maximally shrinked paths:
Consider the case is maximally shrinked (by above we can ignore and is always true):
- •
: ( since )
- •
So we have only these restrictions, which are fullfilled for some since they are coming from a one sided geodesic.
On the other hand if is maximally shrinked, then above inequalities only flip. But since the now higher bound from maximal shrinked is bigger than the lower bound from maximal stretched and vice versa, the two possible intervals for intersect non-empty and we have a possible for the two-sided geodesic.
Remark 5.3** **(proof of remark 2.12 (ii))
Let be a continuous path. As usually for any given we can find a piecewise geodesic path which lies in a neighbourhood of and vice versa. The problem pins now down to changing the coarse direction at the vertices of , i.e. the points where is not necessarily geodesic. We can do that by iteratively jumping over the faces of the out-envelopes by consecutively going a tiny segment along each face until we reach a face of the corresponding out-envelope of our wanted direction. An example for such a face jumping path would be remark 2.12 (i). The explicit construction is as follows.
Let be two adjacent vertices of . By proposition 4.5 we can wlog. assume that is in general position to . Furthermore we can assume .
Let and be small enough, such that the following holds for all
- (i)
and 2. (ii)
3. (iii)
We have for all if and intersect at a hyperplane, then and intersect at a hyperplane.
Where (ii) can be satisfied by the definition of general position and since out-envelopes from in depend continuously on (as can be seen in the -inequality of lemma 3.4) we can choose small enough to satisfy (iii).
Let now be a coarse direction just before enters and such that and intersect at a hyperplane. For and by the properties of we can now inductively find for and set . By lemma 2.11 we can now glue any geodesics from to to get a locally minimizing geodesic from to with and as coarse directions near resp. . This means, by lemma 2.11 the concatenation of all segments for vertices of as before is a locally minimizing geodesic.
By we get and since also . Hence is in a -neighbourhood of and thus in a -neighbourhood of . On the other hand since is piecewise geodesic we also have is in a -neighbourhood of and so is in a -neighbourhood of .
For the dense statement take any dense continuous ray , which exists since is a connected simplicial complex with countably many simplices. Partition into a sequence parts and apply previous statement on each with . Since we can choose the to have fitting endpoints and the don’t change them we are done.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[CV 86] Marc Culler and Karen Vogtmann, Moduli of graphs and automorphisms of free groups , Invent. Math. 84 (1986), no. 1, 91–119. MR 830040
- 2[DLRT 16] D. Dumas, A. Lenzhen, K. Rafi, and J. Tao, Coarse and fine geometry of the Thurston metric , Ar Xiv e-prints (2016).
- 3[FM 11] Stefano Francaviglia and Armando Martino, Metric properties of outer space , Publ. Mat. 55 (2011), no. 2, 433–473. MR 2839451
- 4[FM 12] , The isometry group of outer space , Adv. Math. 231 (2012), no. 3-4, 1940–1973. MR 2964629
- 5[Sag] Sage Developers, Sagemath, the Sage Mathematics Software System (Version 8.0) , http://www.sagemath.org.
- 6[Ste 18] C. Steinhart, CV-Lipschitz-Calculator , 2018, https://gitlab.com/ctst/CV-Lipschitz-Calculator.
- 7[Thu 98] W. P. Thurston, Minimal stretch maps between hyperbolic surfaces , Ar Xiv Mathematics e-prints (1998).
- 8[Vog 02] Karen Vogtmann, Automorphisms of free groups and outer space , Proceedings of the Conference on Geometric and Combinatorial Group Theory, Part I (Haifa, 2000), vol. 94, 2002, pp. 1–31. MR 1950871
