Accumulation set of critical points of the multipliers in the quadratic family
Abstract.
A parameter in the family of quadratic polynomials is a critical point of a period multiplier, if the map has a periodic orbit of period , whose multiplier, viewed as a locally analytic function of , has a vanishing derivative at . We study the accumulation set of the critical points of the multipliers, as . This study complements the equidistribution result for the critical points of the multipliers that was previously obtained by the authors. In particular, in the current paper we prove that the accumulation set is bounded, path connected and contains the Mandelbrot set as a proper subset. We also provide a necessary and sufficient condition for a parameter outside of the Mandelbrot set to be contained in the accumulation set and show that this condition is satisfied for an open set of parameters. Our condition is similar in flavor to one of the conditions that define the Mandelbrot set. As an application, we get that the function that sends to the Hausdorff dimension of , does not have critical points outside of the accumulation set .
1. Introduction
Consider the family of quadratic polynomials
We say that a parameter is a critical point of a period multiplier, if the map has a periodic orbit of period , whose multiplier, viewed as a locally analytic function of , has a vanishing derivative at . The study of critical points of the multipliers is motivated by the problem of understanding the geometry of hyperbolic components of the Mandelbrot set.
As it was observed by D. Sullivan and A. Douady and J. Hubbard [Douady_Hubbard_Orsay_2], the argument of quasiconformal surgery implies that the multipliers of periodic orbits, viewed as analytic functions of the parameter , are Riemann mappings of the corresponding hyperbolic components of the Mandelbrot set. Existence of analytic extensions of the inverse branches of these Riemann mappings to larger domains can be helpful in estimating the geometry of the hyperbolic components as well as the sizes of some limbs of the Mandelbrot set [Levin_2009, Levin_2011] (see also [Dezotti_thesis]). Critical values of the multipliers are the only obstructions to existence of these analytic extensions.
It is of special interest to obtain uniform bounds on the shapes of hyperbolic components within renormalization cascades. In particular, this motivates the study of the asymptotic behavior of the critical points of period multipliers as . In [Firsova_Gor_equi] the current authors approached this questions from the statistical point of view and proved that the critical points of the period multipliers equidistribute on the boundary of the Mandelbrot set, as .
More specifically, for each , let be the set of all parameters that are critical points of a period multiplier (counted with multiplicities). Let denote the Mandelbrot set and let be its equilibrium measure (or the bifurcation measure of the quadratic family ). Let denote the -measure at . Then
Theorem 1.1.
[Firsova_Gor_equi] The sequence of probability measures
converges to the equilibrium measure in the weak sense of measures on , as .
At the same time, it was shown in [Belova_Gorbovickis] that is a critical point of infinitely many multipliers of different periodic orbits, hence, since , this implies that as the period grows to infinity, the critical points of period multipliers accumulate on some set that is strictly greater than the support of the bifurcation measure .
The purpose of the current paper is to study this accumulation set which can formally be defined as
We note that the study of the accumulation set complements the statistical approach of Theorem 1.1 in the attempt to understand asymptotic behavior of the critical points of the multipliers.
For the portion of the set lying outside of the Mandelbrot set , the following theorem was proved by the current authors in [Firsova_Gor_equi]:
Theorem 1.2.
[Firsova_Gor_equi] If is a critical point of some multiplier, then . Equivalently, the following identity holds:
It is important to mention that it does not follow from Theorem 1.2 that there exist critical points of the multipliers outside of the Mandelbrot set and that the set is non-empty, although numerical computations from [Belova_Gorbovickis] suggest that this is the case.
The first result of this paper is the following:
Theorem A.
The accumulation set is bounded, path connected and contains the Mandelbrot set . Furthermore, the set is nonempty and has a nonempty interior.

Figure 1 provides a numerical approximation of the accumulation set .
We need a few more definitions in order to state our next result. For a periodic orbit of some map , let stand for its period (i.e., the number of distinct points in it).
We recall that a periodic orbit is called primitive parabolic if its multiplier is equal to . As discussed in [Firsova_Gor_equi], for every and every periodic orbit of that is not primitive parabolic, the multiplier of this periodic orbit can be viewed as a locally analytic function of the parameter in the neighborhood of . We denote this function by . If in addition to that, , one can consider a locally analytic function , defined in a neighborhood of by the formula
(1) |
For each , let denote the set of all repelling periodic orbits of the map . In particular, the locally analytic maps are defined for all in corresponding neighborhoods of the parameter .
For each , we consider the set , defined by
Our second result is the following:
Theorem B.
The following two properties hold:
-
(i)
For every parameter , the set is convex; for , the set is the union of a convex set and the point .
-
(ii)
For every parameter , the set is bounded. A parameter belongs to , if and only if .
We note that the relation between the sets and , described in part ii of Theorem B, resembles the relation between the filled Julia and the Mandelbrot sets, namely that , if and only if belongs to the filled Julia set of .
As an application of our results and the results of [He_Nie_2020], we deduce that the Hausdorff dimension function cannot have critical points outside of the accumulation set . More specifically, let be the function that assigns to each parameter the Hausdorff dimension of the Julia set of . It is known that the function is real-analytic in each hyperbolic component [Bowen_79] (including the complement of the Mandelbrot set).
Corollary 1.3.
The Hausdorff dimension function has no critical points in .
Proof.
Open questions
Finally, we list some further questions that can be addressed in the study of the geometry of the accumulation set and the sets .
-
(1)
Is the set simply connected?
-
(2)
Does the boundary of the set possess any kind of self-similarity? Is the Hausdorff dimension of equal to or is it strictly greater than ?
-
(3)
For which are the sets polygonal? How are the points of the finite sets distributed inside as ?
-
(4)
What can we say about the geometry of the sets , when ? Are these sets always unbounded?
1.1. Acknowledgements
Research of T. Firsova was supported in part by NSF grant DMS–1505342 , and by Laboratory of Dynamical Systems and Applications NRU HSE, grant of the Ministry of science and higher education of the RF ag. N 075-15-2019-1931.
2. On averaging several periodic orbits
In this section we state and prove the so called Averaging Lemma which is the key component of the proofs of Theorem A and Theorem B.
Lemma 2.1 (Averaging Lemma).
For any real , a complex parameter and any two distinct repelling periodic orbits and of , such that if , then neither of the orbits is the fixed point , the following holds: there exist a neighborhood of and a sequence of distinct repelling periodic orbits of , such that the maps are defined and analytic in , for all , and the sequence of maps converges to uniformly in .
We need a few preliminary propositions before we can pass to the proof of Lemma 2.1.
For any and a periodic orbit of that is non-critical and not primitively parabolic, let be a simply connected neighborhood of , such that for any and let be the analytic map defined by the relation
(2) |
where the branch of the root is chosen so that
(A particular choice of the branch of the root is not important, but we prefer to make a definite choice.)
For further reference, let us make the following basic observation:
Proposition 2.2.
For any , a non-critical periodic orbit of and a neighborhood , satisfying the above conditions, we have
for all .
Proof.
This follows from a basic computation. ∎
Proposition 2.3.
Assume, is a periodic point that belongs to a repelling periodic orbit of period for a map , where is an arbitrary fixed parameter. Let be a simply connected neighborhood of , such that is univalent on and for an appropriate branch of the inverse , the inclusion holds. Then there exists a neighborhood of , such that for all , the inverse branch is defined on , the inclusion holds, and for any , the analytic functions
converge to uniformly in and , for appropriate branches of the roots, as .
Proof.
Since the inverse branch taking compactly inside itself, is defined on a domain that compactly contains , it follows that the same holds for , where is any parameter from a sufficiently small neighborhood of .
According to Denjoy-Wolff Theorem, for any , the map has a unique repelling fixed point that depends analytically on and coincides with , when . This implies that the map is defined for all .
Finally, since for any and , the sequence of points converges to uniformly in , it follows that
assuming that appropriate branches of the roots are chosen in the definition of . ∎
Proposition 2.4.
Let be such that is a repelling periodic point of . Assume that . then there exists a sequence such that the following holds simultaneously:
-
(i)
the sequence is dense in the Julia set ;
-
(ii)
, for any ;
-
(iii)
, for any .
Proof.
Existence of a sequence that satisfies i and ii, follows immediately from the fact that the set of preimages of any point in the Julia set is dense in . Indeed, from any point one can land in any arbitrarily small region of , by taking an appropriate sequence of preimages of . We can continue this process, making sure that any arbitrarily small region of is eventually visited by our sequence. Furthermore, property ii implies that if does not belong to the periodic orbit of , then for every , the element is different from any other element of the entire sequence , no matter, how the sequence of preimages of was chosen.
Property iii is equivalent to the property that , for any , since is the unique point that has only one preimage under the map , and that preimage is .
Let be the periodic orbit of that contains . First of all, we note that . Otherwise, if , then , since is the unique preimage of , and the orbit is super-attracting, which contradicts the assumption of the proposition.
Assume that the sequence, constructed in the first paragraph of the proof, violates property iii. Let be such that . This number is unique, since , so all further preimages of must differ from . If , then we can modify by taking it to be equal to another preimage of . After that we can construct the remaining “tail” of the sequence by the same process, as described in the first paragraph. Since , no further element of the sequence will ever return to , hence, the sequence is guaranteed to avoid the critical value .
It follows from the construction, described in the previous paragraph, that the sequence satisfying properties i-iii, can be constructed, if at least one point of the periodic orbit has a preimage under that does not belong to and is not simultaneously equal to . This condition is always satisfied, unless is a fixed point whose two preimages are and . The latter happens only when and . ∎
Proof of Lemma 2.1.
Let and be the periods of the periodic orbits and respectively. Let and be some periodic points from each of the orbits and . Since the orbits and are repelling, there exist a simply connected neighborhood of and two neighborhoods and of and respectively, such that for all , the maps and are univalent on and respectively, and and are two annuli.
According to Proposition 2.4, there exist , and , such that
Possibly, after shrinking the neighborhood of , there exist a constant and the neighborhoods and of and respectively, such that for any and , the following holds (see Figure 2):
-
(a)
is univalent on and maps it inside .
-
(b)
The neighborhood contains a repelling periodic point of period for the map . (For , this periodic point is , while for other it is its perturbation.)
-
(c)
For any , we have
(3)
Let be a sufficiently large number, such that for any and any , we have
(4) |
for the inverse branches of that take into itself in the case of the first inclusion, and into itself in the case of the second one. Existence of such a number follows from property b.
Assume, satisfy the condition . Then for every , one may consider the following composition of inverse branches of :
Let us denote this composition by . By construction, this is a univalent map, and the inclusions (4) imply that . Then, according to the Denjoy-Wolff Theorem, the map has a unique fixed point in , which is a repelling periodic point of period
for the map . Let denote the periodic orbit of such a point when . Then the map is defined in .
After, possibly shrinking the neighborhood of , we may apply Proposition 2.3 for and . A direct computation shows that for appropriate branches of the roots, we have
(5) |
where and are the functions from Proposition 2.3, and are some points that depend on , and , and the holomorphic functions and satisfy
where is the same as in (3). Now, Proposition 2.3 and (5) imply that if , so that
then
(6) |
uniformly in , for appropriate fixed branches of the degree maps and , and some constant , such that .
3. The sets
We start this section by giving a proof of Theorem B. We note that our proof of part ii of Theorem B, providing the necessary and sufficient condition for to be contained in , seriously depends on the assumption that . Furthermore, the condition itself seems to be wrong for some , (c.f. Remark 3.2). Indeed, the case appears to be more delicate. In the second part of this section we provide a sufficient condition for to be contained in . Later, in Section 4.3 we show that this condition is satisfied for any .
3.1. Proof of Theorem B
Lemma 3.1.
For any , the family of maps is defined and is normal on any simply connected neighborhood , such that and . Furthermore, if , then the identical zero is not a limiting map of the normal family .
Proof.
Fix and a neighborhood as in the statement of the lemma. Since , all repelling periodic orbits of remain to be repelling after analytic continuation in . This implies that all maps from the family
are defined in the neighborhood and are analytic in it. (We recall that the maps were defined in (2) and are appropriate branches of the roots of the multipliers.) Furthermore, since all functions from are locally uniformly bounded, the family is normal in . Together with Proposition 2.2, this implies normality of the family .
If , then without loss of generality we may assume that the domain is simply connected and unbounded. Since for all sufficiently close to , the Julia set is contained in the annulus centered at zero with inner and outer radii being equal to , it follows that for every sufficiently close to and for any , we have
(7) |
which implies that none of the limiting maps of the family is a constant map. Then it follows that the identical zero is not a limiting map of the normal family . ∎
Proof of Theorem B.
First, we observe that property i of Theorem B is an immediate corollary from the Averaging Lemma (Lemma 2.1). Indeed, if , then convexity of is obvious from Lemma 2.1. On the other hand, if , then according to the same lemma, the set is the union of a convex set and a single point , corresponding to the periodic orbit . A direct computation shows that
hence, .
We proceed with the proof of part ii as follows: for , let be a neighborhood of that satisfies the conditions of Lemma 3.1. First, we observe that according to Lemma 3.1, the family , defined on , is locally uniformly bounded, hence, the set is bounded.
Necessary condition for : If , then there exists a sequence of points and a sequence of periodic orbits , such that
According to Lemma 3.1, after extracting a subsequence, we may assume that the sequence of maps converges to some holomorphic map uniformly on compact subsets of . Since for any , we have , it follows by continuity that . Finally, convergence of the maps to implies that
hence, .
Sufficient condition for : On the other hand, if , then either there exists a periodic orbit , such that or there exists a sequence of periodic orbits , such that
In the first case, , so according to Theorem 1.2.
In the second case, according to Lemma 3.1, after extracting a subsequence, we may assume that the sequence of maps converges to some holomorphic map uniformly on compact subsets of . By continuity, we have , and, according to Lemma 3.1, . Then it follows from Rouché’s Theorem that for any sufficiently large , there exists , such that and . The latter implies that , and completes the proof of Theorem B. ∎
Remark 3.2.
The above proof of part ii of Theorem B fails without the assumption . Indeed, if , then the neighborhood from Lemma 3.1 does not exist. Furthermore, even though (since is the support of the bifurcation measure ) and , the preliminary computations indicate that the set seems to be disjoint from . In the case , the above proof of the sufficient condition for fails, since the limiting map might turn out to be the identical zero.
3.2. A sufficient condition for to be contained in
In this subsection we prove the following sufficient condition for to be contained in .
Lemma 3.3.
Let be an arbitrary parameter. If there exist finitely many repelling periodic orbits , such that is contained in the convex hull of the points , then .
When , the sufficient condition, given by Lemma 3.3, is an immediate corollary of Theorem B, but we will use Lemma 3.3 for .
First, in order to prove Lemma 3.3, we need the following proposition:
Proposition 3.4.
Let be an arbitrary parameter and let be a finite collection of repelling periodic orbits. If are such that , then the map
defined in a neighborhood of the point , is not a constant map.
Proof.
Since for every , the multipliers are algebraic (multiple-valued) maps, it follows from (1) that the map has a single-valued meromorphic extension to any simply-connected domain that avoids finitely many branching points of the maps . Note that none of the branching points lie on the real ray , since . Furthermore, since for any parameter , the corresponding Julia set lies on the real line, it follows that all maps take real values when restricted to the ray . Choose the domain so that it is unbounded and . Then for any , we have the same asymptotic relation
as within the domain . A direct computation yields that , hence,
as within the domain . Since , the latter implies that is not a constant map. ∎
Proof of Lemma 3.3.
Since the convex hull of the points contains zero, it follows that there exist real non-negative constants , such that and the analytic map
defined in some neighborhood of the point , satisfies .
Since , this means that , so it follows from the Averaging Lemma (Lemma 2.1) that there exists a sequence of periodic orbits and a neighborhood of the point , such that all maps are defined and analytic in and
According to Proposition 3.4, the map is not the identical zero map. Now, since , it follows from Rouché’s Theorem that for any sufficiently large , the map has a zero at some point , and the points can be chosen so that . The latter implies that . ∎
4. Proof of Theorem A
In this section we complete the proof of Theorem A.
4.1. The set is bounded
First, we prove the following:
Lemma 4.1.
The set is bounded.
Proof.
For a fixed parameter , the Julia set of the map is a Cantor set, and all periodic orbits of are repelling. For any periodic orbit of , the locally defined map can be extended by analytic continuation to an analytic map of a double cover of the complement of the Mandelbrot set (see [Firsova_Gor_equi] for details). This means that if
is a fixed conformal diffeomorphism of onto and is a fixed point, such that , then the map
defined for all in a neighborhood of , extends to a global holomorphic map
Now assume that the statement of Lemma 4.1 does not hold. Then there exists a sequence of parameters and a corresponding sequence of periodic orbits , such that
(8) |
Since the family of maps is locally uniformly bounded, hence, normal (c.f. Proposition 5.8 from [Firsova_Gor_equi]), it follows that after extracting a subsequence, we may assume that the sequence of maps converges to a holomorphic map uniformly on compact subsets. Since for any sufficiently close to and any , inequality (7) holds, we conclude that , as well as each , are non-constant maps that have a simple pole at infinity. On the other hand, (8) implies that has at least a double pole at infinity, which provides a contradiction. ∎
Next, we proceed with proving the remaining statements of Theorem A.
4.2. The set
First we study the set , i.e., the portion of the set that is contained in the complement of the Mandelbrot set. We note that even though numerical computations from [Belova_Gorbovickis] together with Theorem 1.2, suggest that this set is non-empty, a rigorous computer-free proof of this fact has not been provided so far. We fill this gap by proving the following:
Lemma 4.2.
The set has non-empty interior.
The idea of the proof of Lemma 4.2 is to show that the sufficient condition from Lemma 3.3 is satisfied for all in a neighborhood of the parabolic parameter . The rest of the proof is technical. We will need explicit formulas for the maps , corresponding to periodic orbits of periods , and .
Proposition 4.3.
Let and a corresponding periodic orbit of be such that the map is defined in a neighborhood of the point . Then the following holds:
-
(i)
If , then
where the two branches of the root correspond to the two different periodic orbits of period .
-
(ii)
If , then
-
(iii)
If , then
where the two branches of the root correspond to the two different periodic orbits of period .
Proof.
When , i.e, is a fixed point , solving the equation yields
Then after a direct computation we get
When , there is only one periodic orbit of period . Its multiplier is the free term of the polynomial
Now, a direct computation yields the formula for in part ii of the proposition.
Finally, in the case , there are two periodic orbits of period and according to [Stephenson_91], the multiplier of each of these orbits satisfies the equation
After solving this equation for , we obtain
Then a direct computation yields the formula for in part iii of the proposition. ∎
Proof of Lemma 4.2.
We consider the maps in a neighborhood of the point for periodic orbits of periods , and . The parameter is the point at which the hyperbolic component of period touches the main cardioid of the Mandelbrot set. In particular, all considered functions are defined and analytic in a neighborhood of that point.
For each , let denote the convex hull of the finite set . It follows from Proposition 4.3 that is equal to
-
•
or , when ,
-
•
, when ,
-
•
, when ,
hence, contains in its interior. By continuity, it follows that the convex hull contains , for all in some open complex neighborhood of the point . Since is a parabolic parameter, it follows that is a nonempty open set. According to Lemma 3.3, we observe that , which completes the proof of Lemma 4.2. ∎
Next, we prove the following:
Lemma 4.4.
The set is path connected.
Proof.
First, let us note that for any , any periodic orbit of and any piecewise smooth curve , such that , the periodic orbit can be analytically continued along the curve . Since all periodic orbits of are repelling, when , this defines analytic continuation of the locally defined map along the curve . In particular, this means that if is an analytic map defined in a neighborhood of the point by analytic continuation of along , then there exists a periodic orbit of , such that in a neighborhood of .
Now, according to Lemma 4.1, the set is bounded, so there exists an open disk , such that . Let be an arbitrary point for which there exists a periodic orbit of the map , such that . Let be the unique periodic orbit of period for the map . Then for each , we consider the map
defined in a neighborhood of .
Let be the set of all points , such that for some analytic continuation of the map to a neighborhood of the point , we have . Since there are finitely many different analytic continuations of to a fixed neighborhood of a point , it follows that the set is closed in . It also follows from the definition of the set that . Let be the (path)-connected component of that contains the point . Since according to Proposition 3.4, neither the map , nor any of its analytic continuations is a constant map, this implies that the projection of onto the second coordinate is an interval that is open in . At the same time, since according to Proposition 4.3, the map does not vanish at any point of the complex plane, it follows that , which implies that . Since interval is open in and is closed in , we conclude that the closure of in has a nonempty intersection with the boundary .
Finally, note that the Averaging Lemma (Lemma 2.1) together with part ii of Theorem B, imply that the projection of to the first coordinate is contained in some path connected component of the set . The latter implies that . Since , we conclude that , so . Since was an arbitrary critical point of the multiplier of an arbitrary periodic orbit, and , it follows that the path connected set is dense in , hence, , and the set is path connected as well. ∎
4.3. The set
Here we turn to the study of the portion of the set that is contained in the Mandelbrot set. We show that the whole Mandelbrot set is contained in .
Lemma 4.5.
The inclusion holds.
Before proving Lemma 4.5, we need several additional results.
For any and any , let be the set of all periodic orbits of period for the map . (In particular, may contain a non-repelling orbit, if it exists.)
Lemma 4.6.
Let be an arbitrary parameter that is neither parabolic, nor critically periodic. Then for any , and the corresponding function , the following holds:
(9) |
where the summation goes over all , such that divides and over all periodic orbits .
Proof.
For every , it follows from Vieta’s formulas that is the product of all fixed points of the map , counted with multiplicities. Since is a non-parabolic parameter, all of these fixed points have multiplicity one, hence we have
(10) |
Since the parameter is not critically periodic, we have , and for any periodic orbit of , the map is defined and analytic in some fixed neighborhood of the point . This implies that both the left hand side and the right hand side of (9) are defined. Finally, the identity (9) can be obtained from (10) by a direct computation. ∎
Next, we prove a slightly refined version of the Averaging Lemma:
Proposition 4.7.
Proof.
Here we refer to the proof of the Averaging Lemma (Lemma 2.1). Define and . It was shown that there exist constants (that depend on , and ), such that the sequence of orbits can be chosen to satisfy the following:
for some , where
(11) |
In order to prove the proposition, it is sufficient to show that for every , there exist two sequences , of positive integers that satisfy (11) and such that
for all sufficiently large .
It follows from elementary number theory that for every sufficiently large , the Diophantine equation
(12) |
has a solution in positive integers. Furthermore, the set of all pairs , satisfying (12), can be described as
so the set of all fractions
such that , will consist of the real number and all other rational numbers from that differ from the first number by an integer multiple of . Now since as , it follows that for every sufficiently large , one can choose a pair so that (11) holds. ∎
Proof of Lemma 4.5.
It was shown in [Firsova_Gor_equi] that , so we only need to show that the interior of is contained in . Let be a non-critically periodic interior point of the Mandelbrot set. We note that belongs to either a hyperbolic or a queer component, in case if the latter ones exist. For each , consider the map defined by the formula
Since , the sequence is bounded, hence, there exists a subsequence , such that the limit exists and is equal to some number . We may assume that . Otherwise, if , then take the subsequence instead of the subsequence . Since is an interior point of , the family of maps is normal, when restricted to some open neighborhood of , so after further extracting a subsequence, we may assume that the sequence of functions converges to some holomorphic function on compact subsets of .
Let us assume that . Then, according to Lemma 3.3, there exists a closed half-plane , such that and for any repelling periodic orbit , we have . For any , let denote the Euclidean distance from to the boundary line of . Then under the above assumption, the following holds:
Proposition 4.8.
Assume, the set is nonempty and . Let the half-plane and the sequence be the same as above. Then for any there exists , such that for any and any periodic orbit of period , the inequality
holds.
Proof.
According to Lemma 4.6,
where is the limiting map of the sequence of maps , and . Note that for all but possibly one non-repelling orbit of fixed period , the terms in the above summation belong to . As , the contribution of this non-repelling orbit in the summation goes to zero. Then it follows that
which implies Proposition 4.8. ∎
Finally, we complete the proof of Lemma 4.5 by observing that under the above assumption , according to Lemma 3.3, the half-plane can be chosen so that for at least one repelling periodic orbit , the value lies in the interior of . Let be any other repelling periodic orbit whose period is relatively prime to the period of . Then according to Lemma 2.1 and Proposition 4.7 with the parameter fixed at , it follows that for each sufficiently large , there exists a periodic orbit of period , such that
The latter contradicts to Proposition 4.8, hence the assumption was false. Since was an arbitrary non-critically periodic parameter from the interior of , and critically periodic parameters form a nowhere dense subset of , this completes the proof of Lemma 4.5. ∎
Appendix A Pictures

Theorem A and Theorem B provide efficient algorithms for constructing numerical approximations of the accumulation set and the sets . For example, in order to approximate numerically the set , we first observe that according to Theorem A, the inclusion holds, so one only has to decide for each point , whether it belongs to or not. The latter can be done by means of Theorem B which provides an easy to check sufficient condition for . More specifically, for each , one should compute the points , where runs over different periodic orbits of the map . If at some point falls into the convex hull of the computed points, then . The periodic orbits of can in turn be computed by Newton’s method (see [Hubbard_Schleicher_Sutherland] for a precise algorithm).
Figure 1 is obtained by checking all periodic orbits of periods up to and including 8. The color of a point corresponds to the smallest period, up to which the periodic orbits need to be checked in order to confirm that . The dark red strip in Figure 1, corresponding to period 8, is quite thin, so we hope that the picture gives a reasonably good approximation of the accumulation set in Hausdorff metric, however, we don’t know how to estimate the discrepancy. In particular, it is not clear whether the described algorithm can be used in order to numerically understand the fine structure of the boundary .
Part i of Theorem B also allows to estimate numerically the sets . Indeed, for any , an approximation of can be constructed by taking the convex hull of the points , where runs over different periodic orbits of the map . Figure 3 provides several pictures of the sets , where the parameter takes different values on the real line. In particular, (a) and (f) correspond to the centers of the main cardioid and the hyperbolic component of period 2 respectively, and (b) and (c) correspond to the parameter lying slightly to the left and respectively slightly to the right of the cusp of the main cardioid. The blue dots are the values of , for all repelling periodic orbits of periods up to and including 8. We don’t know, how accurate these pictures are, since inclusion of periodic orbits of higher periods can potentially change the convex hulls significantly.