1. Introduction
Last time we saw that bifurcations of quadratic tangencies associated to fat horseshoes, , are complicated because of persistent tangencies, but, by the works of C. Moreira and J.-C. Yoccoz (see here and here), one realizes that, from the heuristic point of view, the “critical locus”
(i.e., the region where the tangencies destroying the hyperbolicity show up) is very small, i.e., its Hausdorff dimension
is close to zero, if the initial horseshoe
is only slightly fat, i.e.,
is close to
. In particular, one could imagine that bifurcations quadratic tangencies of slightly fat horseshoes could lead to a local dynamics on
satisfying some form of weak (non-uniform) hyperbolicity for most
despite the fact that
doesn’t verify strong (uniform) hyperbolicity conditions in general.
In their tour-de-force work (of 217 pages!), J. Palis and J.-C. Yoccoz were able to formalize this crude heuristic argument by showing (among several other things) the following result in the context of heteroclinic bifurcations of slightly fat horseshoes.
Let be a smooth diffeomorphism of a compact surface
possessing a uniformly hyperbolic horseshoe
displaying a heteroclinic quadratic tangency, that is,
contains two periodic points
and
with distinctorbits such that
and
have a quadratic tangency (i.e., a contact of order
) at some point
. Let
be a sufficiently small neighborhood of
and let
be a sufficiently small neighborhood of
. Denote by
be a sufficiently small neighborhood of
and, as usual, let’s organize
into
depending on the relative positions of the continuations of
and
near
.
Finally, let us denote by and
the stable and unstable dimensions of the horseshoe
of
.
Theorem 1 (J. Palis and J.-C. Yoccoz) In the setting of the paragraph above, suppose that
is slightly fat in the sense that
Remark 1 At first sight, there is no reason to restrict our attention to heteroclinic tangencies in the previous theorem. In fact, as we’ll see later (cf. Remark 9), for certain technical reasons, the arguments of J. Palis and J.-C. Yoccoz can treat only heteroclinic tangencies. Of course, the authors believe that this is merely an artifact of their methods, but unfortunately they don’t know how to modify the proofs to also include the case of homoclinic tangencies.
Remark 2 (“Pedagogical” remark) For those who like to see videos and can understand Portuguese, it is worth to note that J.-C. Yoccoz gave a series of lectures at IMPA in 2009 around his works with S. Marmi and P. Moussa, A. Avila and J. Bochi, and J. Palis, and his lectures were recorded by IMPA’s staff. In particular, one can find links for all these materials (including some lecture notes taken by Aline Cerqueira) here.
Concerning the statement of this result, let’s us comment first on the condition (1). As a trivial remark, note that this condition includes the case of thin horseshoes, but this is not surprising as any reasonable definition of “non-uniformly hyperbolic horseshoe” must include uniformly hyperbolic horseshoes as particular examples. Of course, this remark is not particularly interesting because the case of thin horseshoes was already treated by S. Newhouse, J. Palis and F. Takes (cf. the third post in this series), so that the condition (1) is really interesting in the regime of fat horseshoes
. Here, one can get a clear idea about (1) by assuming
or
(i.e., by breaking the natural symmetry between
and
), and by noticing that the boundary of the region determined by (1)is the union of two ellipses meeting the diagonal
at the point
as indicated in the figure below:

Region of parameters and
where the results of Newhouse-Palis-Takens (NPT) and Palis-Yoccoz (PY) apply.
In this figure, we used the horizontal axis for the variable and the vertical axis for the variable
. Also, we pointed out, for sake of comparison, two famous families of dynamical systems lying outside the scope of Theorem 1, namely the Hénon maps
,
, and the standard family
,
. Indeed, these important examples of dynamical systems can’t be studied by the current methods of J. Palis and J.-C. Yoccoz because they display homoclinic/heteroclinic bifurcations associated to “very fat horseshoes”:
- in the case of Hénon maps, the “horseshoes” have “stable dimension”
and a very small unstable dimension
for certain parameters
, and
- in the case of the standard family, one has horseshoes with
arbitrarily close to
for large values of
(see, e.g., this post here).
Now, let us start to explain the meaning of non-uniformly hyperbolic horseshoe in Theorem 1. As we explained in the first post of this series, a (uniformly hyperbolic) horseshoe of a surface diffeomorphism
is a saddle-like object in the sense that
is not an attractor nor a repellor, that is, both its stable set
and unstable set
have zero Lebesgue measure . Here,
is the
-dimensional Lebesgue measure of
. In a similar vein, J. Palis and J.-C. Yoccoz (cf. Theorem 7 of their article) showed that their non-uniformly hyperbolic horseshoes are saddle-like objects:
Theorem 2 Under the same assumptions of Theorem 1, one has that
for most
.
Actually, the statement of Theorem 7 of their article contains a slightly more precise explanation of the non-uniformly hyperbolic features of (for most
): it is possible to show that
supports geometric Sinai-Ruelle-Bowen (SRB) measures with non-zero Lyapunov exponents, that is,
is a non-uniformly hyperbolic object in the sense of the so-called Pesin theory. Unfortunately, a detailed explanation of these terms (i.e., SRB measures, Lyapunov exponents, Pesin theory) is out of the scope of these notes and we refer the curious reader to the original articles R. Bowen and D. Ruelle, Y. Sinai, the books of A. Katok and B. Hasselblatt and C. Bonatti, L. Diaz and M. Viana, and the links attached to these keywords for more informations.
In order to further explain the structure of , we’ll briefly describe in the sequel some elements of the proof of Theorem 1.
2. A global view on Palis-Yoccoz induction scheme
Let a smooth
-parameter family transverse to
at
, where
is a diffeomorphism with a slightly fat horseshoe
exhibiting a heteroclinic quadratic tangency as shown in the figure below:
As usual, we wish to understand the local dynamics of on the neighborhood
indicated in the picture above, that is, we want to investigate the structure of the set
for most parameters .
In this direction, we consider and we look at the parameter interval
. Very roughly speaking, the scheme of J. Palis and J.-C. Yoccoz has the following structure: besides
, one has two extra parameters
and
chosen such that
Then, one proceeds inductively:
- at the 1st stage, one defines
and one divides the interval
into
candidates subintervals;
- then, one apply an exam called strong regularity to each candidate subinterval: the good subintervals (passing the exam) are kept while the bad ones are discarded;
- after that, one goes to the next stages, that is, one takes the good intervals
from the
th stage, subdivide them into
subintervals of size
, apply the strong regularity exam to each subinterval and one keeps the good subintervals and discard the bad subintervals.
Of course, the strong regularity of an interval is a property about the (non-uniform) hyperbolic features of
for all parameters
, and the choice of the set of properties defining the strong regularity must be extremely careful: it should not be too weak (otherwise one doesn’t get hyperbolicity) nor too strong (otherwise there is a risk that no interval is good at some stage).
Actually, as we’ll see later, for each candidate interval , J. Palis and J.-C. Yoccoz construct a class
of so-called (
-persistent) affine-like iterates of
,
and they “test” by strong regularity of
by examining the features of the class
.
Remark 3 It is worth to point out that the class
is unique, but this is shown in the article only a posteriori. Also, a nice feature of the arguments of J. Palis and J.-C. Yoccoz is that they are time-symmetric, that is, the dynamical estimates for the past and the future are the same (i.e., one has only to do half of the computations). In particular, those readers with some familiarity with Hénon maps know that the past behavior is very different from the future behavior (due to strong dissipation) and this morally explains why the methods of their article are not directly useful in the case of Hénon maps.
After this very approximative description of Palis-Yoccoz inductive scheme, it is clear that one of the key ideas is to carefully setup the notion of strong regularity property. However, before discussing this subject, we need to make some preparations: firstly we need to localize the dynamics, secondly we need to introduce the affine-like iterates, and thirdly we need to introduce the class .
2.1. Localization of the dynamics
The local dynamics of for
has the following appearance:
As it is highlighted in this picture, after unfolding the tangency, we get two regions and
called unstable and stable parabolic tongues bounded by the pieces of
and
near
. The transition time
from the unstable tongue
to the stable tongue
under the dynamics
is a large but fixed integer depending only on
.
Using this, we can organize the local dynamics of on
as follows. Firstly, we select a finite Markov partition of the horseshoe
into compact disjoint rectangles
,
, i.e., by fixing a convenient system of coordinates, we write
in such a way that:
- the derivative of
expands (uniformly) the horizontal direction and contracts (uniformly) the vertical direction,
is the maximal invariant set of the interior
of
, i.e.,
,
;
is a Markov partition, i.e.,
,
, and there exists an integer
with
for all
.
Secondly, we denote by . Then, in this setting, it is not hard to see that the local dynamics of
on
is given by
- the uniformly hyperbolic maps
,
related to the horseshoe
(they are called uniformly hyperbolic because the horizontal direction is uniformly expanded and the vertical direction is uniformly contracted by their derivatives), and
- the folding map
making the transition between parabolic tongues.
In this context, by letting , we have that
is the maximal invariant set of
, i.e.,
.
This localization of the dynamics of on
to the region
is useful because it allows to think of
in terms of an iterated system of maps, i.e., we approach the points of
by looking at the domains and the images of the compositions (i.e., certain
-iterates) of the uniformly hyperbolic maps
and the folding map
.
By thinking in this way, we see that the points in the domains and/or images of -iterates (composition) with affine-like features, that is,
-iterates whose derivates expand the horizontal direction and contract the vertical direction, will contribute to the hyperbolicity of
. In other words, it is desirable to get as much affine-like iterates as possible. Of course, the
-iterates obtained by composition of transition maps
related to the horseshoe
have affine-like features (by definition), so that one risks to lose the affine-like property only when one considers compositions with the folding map
(because the folding map mixes up the horizontal and vertical directions).
In particular, this suggests that strong regularity property (whatever this means) has something to do with the consecutive passages through the critical region given by the parabolic tongues and
. However, before pursuing this direction, let’s formalize the notion of affine-like iterates (following this article here).
2.2. Affine-like maps
A vertical strip is a region of the form
and a horizontal strip is a region of the form
Intuitively, we wish to call “affine-like” a map from a vertical strip
to a horizontal strip
“approximately” contracting the vertical direction and expanding horizontal direction such as the one depicted in the figure below.
Formally, we define:
Definition 3 We say that a map
from a vertical strip
to a horizontal strip
is weakly affine-like whenever
admits an implicit representation
, i.e., we can write
and
. Equivalently,
is weakly affine-like if and only if the projection
from the graph
of
to
is a diffeomorphism.
This definition of affine-like maps in terms of implicit representations
is somewhat folkloric in Dynamical Systems, and it was used by J. Palis and J.-C. Yoccoz because it is technically easier to estimate
than
as the symmetry between past and future is more evident, and
are “contractive” maps.
In what follows, we will denote the derivatives of and
by
. Following J. Palis and J.-C. Yoccoz, we will consider exclusively with weakly affine-like maps satisfying the following hyperbolicity conditions:
Definition 4 A weakly affine-like map
is called affine-likeif its implicit representation
verifies:
- Cone condition:
and
where
, and
- Bounded distortion condition:
are uniformly bounded by some constant
.
Here, the constants
and
are fixed once and for all depending only on
.
Informally, the cone condition says that contracts the vertical direction and expands the horizontal direction, and the bounded distortion condition says that the derivative of
behaves in the same way in all scales.
For later use, we introduce the following notion:
Definition 5 The widths of the domain
and the image
of an affine-like map
with implicit representation
are
Once we dispose of the notion of affine-like iterates, we’re ready to introduce the class whose “strong regularity” will be tested later.
2.3. Simple and parabolic compositions of affine-like maps and the class
Coming back to the interpretation of the dynamics on as an iterated system of maps given by compositions of
and the folding map
, we see that the following two ways of composing affine-like maps are particularly interesting in our context.
Definition 6 Let
and
be two affine-like maps such that
. Then, the simple composition
is the affine-like map with domain
and image
shown in the figure below.
Remark 4 By direct inspection of definitions, one can check that
where the implied constant depends only on
(by means of the constants
in the cone condition).
The composition of two transition maps and
associated to the horseshoe
is the canonical example of simple composition.
In particular, if we wish to understand , it is not a good idea to work only with simple compositions, that is, we must include some passages through the parabolic tongues. This is formalized by the following notion.
Definition 7 Denote by
and
the rectangles of the Markov partition of
containing the parabolic tongues
and
. Let
and
be two affine-like maps such that
, resp.
, passes near the parabolic tongue
, resp.
, i.e.,
crosses
and
crosses
. We define the parabolic compositions of
and
as follows. Firstly, we compare
with the parabolic-like strip
and we say that the parabolic composition of
and
is possible if the intersection
has two connected components
and
as shown (in black) in Figure 2 below. Then, assuming that the parabolic composition of
and
is possible, we define their parabolic compositions as the two weakly affine-like maps
and
shown in Figure 2below obtaining by concatenating
, the folding map
and
in the strips
,
,
,
.
As it is indicated in the figure above, the parabolic composition comes with an important parameter measuring the distance between the vertical strip
and the tip of the parabolic-like strip
, or, equivalently, the horizontal strip
and the tip of the parabolic-like strip
.
Remark 5 By direct inspection of definitions, one can check that
.
In this notation, the class is defined as follows.
Definition 8
is the class of affine-like iterates of
,
, closed under all simple compositions and certain parabolic compositions. More precisely,
contains only parabolic compositions satisfying certain transversalityconditions such as
Remark 6 In fact, the transversality conditions on parabolic compositions imposed by J. Palis and J.-C. Yoccoz involves 6 conditions besides the one on the parameter
given above.
For later use, we denote by an affine-like iterate
taking a vertical strip
to a horizontal strip
after
iterations of
.
At this stage, we are ready to discuss the strong regularity property for .
2.4. Critical strips, bicritical dynamics and strong regularity
Let .
Definition 9 We say that
, resp.
, is
-critical when
, resp.
is not
-transverse to the parabolic tongue
, resp.
, i.e., the distance between
, resp.
to the “tip” of
, resp.
, is smaller
, resp.
for some
.
Definition 10 We say that an element
is
-bicritical if
and
are
-critical.
In other words, a bicritical corresponds to some part of the dynamics starting at some
close to the tip of
and ending at some
close to the tip of
, that is, a bicritical
corresponds to a return of the critical region to itself.
Of course, one way of getting hyperbolicity for is to control the bicritical dynamics, i.e., bicritical elements
.
Definition 11 Given
, we say that a candidate parameter
is
-regularif
for every
-bicritical element
.
Remark 7 In their article, J. Palis and J.-C. Yoccoz choose
depending only on the stable and unstable dimensions
and
of the initial horseshoe
and the hyperbolicity strength of the periodic points
and
involved in the heteroclinic tangency. See Equation (5.19) of Palis-Yoccoz article for the precise requirements on
.
Intuitively, a candidate parameter interval is
-regular if the bicritical dynamics seen through
is confined to very small strips
and
. Unfortunately, the condition of
-regularity is not enough to run the induction scheme of J. Palis and J.-C. Yoccoz, and they end up by introducing a more technical condition called strong regularity. However, for the sake of this text, let’s ignore this issue by pretending that strong regularity is
-regularity for some adequate parameter
.
After this brief discussion of strong regularity, it is time to come back to Palis-Yoccoz induction scheme in order to say a few words about the dynamics of for
belonging to strongly regular intervals.
2.5. Dynamics of strong regular parameters
As it is explained in Sections 10 and 11 of their article, J. Palis and J.-C. Yoccoz can reasonably control the dynamics of for strongly regular parameters
: these are the parameters
where
is a decreasing sequence of strongly regular intervals
.
Remark 8 It is interesting to notice that the strongly regular parameters of Palis-Yoccoz are not defined a priori, i.e., one has to perform the entire induction scheme before putting the hands on them. This is in contrast with the so-called Jakobson theorem, a sort of
-dimensional version of Theorem 1, where the strongly regular parameters are known since the beginning of the argument.
Of course, before starting the analysis of strongly regular parameters, one needs to ensure that such parameters exist, that is, one want to know whether there are parameters left from the parameter exclusion scheme of J. Palis and J.-C. Yoccoz. This issue is carefully treated in Section 9 (of 50 pages!) of Palis-Yoccoz article, where the authors estimate the relative speed of strips associated to elements when the parameter
moves, and, by induction, they are able to control the measure of bad (not strongly regular) intervals: as it turns out, the measure of the set of bad intervals is
, so that the strongly regular parameters
have almost full measure in
, i.e.,
(cf. Corollary 15 of Palis-Yoccoz article).
Remark 9 In order to get some strongly regular parameter, one has to ensure that the initial interval
is strongly regular (otherwise, one ends up by excluding
in the first step of Palis-Yoccoz induction scheme, so that one has no parameters to play with in the next rounds of the induction!). Here, J. Palis and J.-C. Yoccoz makes use of the technical assumption that one is unfolding a heteroclinic tangency: indeed, the idea is that the formation of bicritical elements takes a long time in heteroclinic tangencies because the points in the critical region should pass near
first, then near
and only then they can return to the critical region again; of course, in the case of homoclinic tangencies, it may happen that bicritical elements pop up quickly and this is why one can’t include homoclinic tangencies in the statement of Theorem 1.
From now on, let us fix a strongly regular parameter, and let’s study
for
. Keeping this goal in mind, we introduce
the collection of all affine-like iterates of
coming from the strongly regular intervals
. Using the class
, we can define the class
of stable curves, i.e., the class of curves
coming from intersections
of decreasing sequences
of vertical strips serving as domain of affine-like iterates of
, that is,
. Also, we put
the set of points of
in some stable curve.
These stable curves were introduced by analogy with uniformly hyperbolic horseshoes: indeed, the stable lamination of can be recovered from the transitions maps
by looking at the decreasing sequences of domains of simple compositions of these transitions maps.
From the nice features of strong regular parameters, it is possible to prove that the class is a
-lamination and one can use
to induce a dynamical system
isomorphic to a Bernoulli map with infinitely many branches (cf. Subsection 10.4 of Palis-Yoccoz article). Here,
is the set of stable curves not contained in infinitely many prime elements of
(we say that an element
is prime if it can’t be obtained by simple composition of shorter elements
(shorter meaning
)). In particular, as it is shown in Subsections 10.5, 10.6, 10.7, 10.8, 10.9, 10.10 of Palis-Yoccoz article,
is a non-uniformly hyperbolic dynamical system (in a very precise sense). Of course, by the symmetry between past and future (see Remark 3), one also has an analog non-uniformly hyperbolic dynamical system
on unstable curves, so that
inherits a natural non-uniformly hyperbolic part consisting of points whose
and
iterates never escape
and
.
Therefore, if we can show that the size of the sets of the points of escaping
and/or
is relatively small compared to the non-uniformly hyperbolic part of
, then we can say that
is a non-uniformly hyperbolic horseshoe. Here, J. Palis and J.-C. Yoccoz set up in Section 11 of their article a series of estimates towards showing that the points of
escaping
and/or
are exceptional: for instance, they show Theorem 2 that the
-dimensional Lebesgue measure of
is zero because this property is true for the non-uniformly hyperbolic part of
(by the “usual” hyperbolic theory) and the set of points of
escaping
and/or
are “rare” in the sense that their
-dimensional Lebesgue measure contribute as an “error term” to the the non-uniformly hyperbolic part of
.
At this point, our overview of Palis-Yoccoz induction scheme is complete. Closing this post, we would like to make two comments. Firstly, as it is pointed out in page 14 of Palis-Yoccoz article, the philosophy that is constituted of a non-uniformly hyperbolic part and an exceptional set makes them expect that one could improve the information on the geometry of
and/or
. As it turns out, we will discuss in the next (final) post of this series some recent results in this direction. Finally, the condition (1) is not expected to be sharp by any means, but it seems that the strongly regular parameters are not sufficient to go beyond (1), so that, as some arguments from singularity theory seem to indicate, it is likely that one has to exclude further parameters in order to improve Theorem 1.






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