Научная статья на тему 'Value Regions in Classes of Conformal Mappings'

Value Regions in Classes of Conformal Mappings Текст научной статьи по специальности «Математика»

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Ключевые слова
value region / Loewner equation / reachable set / boundary curve. / область значений / уравнение Левнера / достижимое множество / граничная кривая.

Аннотация научной статьи по математике, автор научной работы — Dmitri V. Prokhorov

The survey is devoted to most recent results in the value region problem over different classes of holomorphic univalent functions represented by solutions to the Loewner differential equations both in the radial and chordal versions. It is important also to present classical and modern solution methods and to compare their efficiency. More details are concerned with optimization methods and the Pontryagin maximum principle, in particular. A value region is the set {f(z0)} of all possible values for the functional f 􏰀→ f(z0) where z0 is a fixed point either in the upper half-plane for the chordal case or in the unit disk for the radial case, and f runs through a class of conformal mappings. Solutions to the Loewner differential equations form dense subclasse􏰏s of function families under consideration. The coefficient value regions {(a2, . . . , an) : f(z) = z + ∞n=2 anzn}, |z| < 1, are the part of the field closely linked with extremal problems and the Bombieri conjecture about the structure of the coefficient region for the class S in a neighborhood of the point (2, . . . , n) corresponding to the Koebe function.

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Области значений в классах конформных отображений

Обзор преимущественно посвящен недавним результатам в решении задачи об областях значений в различных классах голоморфных однолистных функций, представимых решениями дифференциальных уравнений Левнера как в радиальной, так и в хордовой версиях. Важно также представить классические и современные методы решения и сравнить их эффективность. Наиболее подробно затронуты методы оптимизации и, в частности, принцип максимума Понтрягина. Областью значений является множество {f(z0)} всех возможных значений функционала f 􏰀→ f(z0), где z0 — это фиксированная точка из верхней полуплоскости в хордовом случае или в единичном круге в радиальном случае, а f пробегает класс конформных отображений. Решения дифференциальных уравнений Левнера образуют плотные подклассы рассма􏰏триваемых семейств функций. Области значений коэффициентов {(a2, . . . , an) : f(z) = z+ ∞n=2 anzn}, |z| < 1, составляют часть поля исследований, тесно связанного с экстремальными задачами и с гипотезой Бомбиери о структуре области значений коэффициентов на классе S в окрестности точки (2, . . . , n), соответствующей функции Кебе.

Текст научной работы на тему «Value Regions in Classes of Conformal Mappings»

Value Regions in Classes of Conformal Mappings

D. V. Prokhorov

Dmitri V. Prokhorov, https://orcid.org/0000-0002-0490-941X, Saratov State University, 83 As-trakhanskaya St., Saratov 410012, Russia; Petrozavodsk State University, 33 Lenin St., Petrozavodsk 185910, Republic of Karelia, Russia, [email protected]

The survey is devoted to most recent results in the value region problem over different classes of holomorphic univalent functions represented by solutions to the Loewner differential equations both in the radial and chordal versions. It is important also to present classical and modern solution methods and to compare their efficiency. More details are concerned with optimization methods and the Pontryagin maximum principle, in particular. A value region is the set {f (zo)} of all possible values for the functional f ^ f (z0) where z0 is a fixed point either in the upper half-plane for the chordal case or in the unit disk for the radial case, and f runs through a class of conformal mappings. Solutions to the Loewner differential equations form dense subclasses of function families under consideration. The coefficient value regions {(a2, ...,an) : f (z) = z + Г=2 an zn }, |z| < 1, are the part of the field closely linked with extremal problems and the Bombieri conjecture about the structure of the coefficient region for the class S in a neighborhood of the point (2,..., n) corresponding to the Koebe function.

Keywords: value region, Loewner equation, reachable set, boundary curve.

Received: 07.04.2018 / Accepted: 12.05.2019 / Published: 31.08.2019

This is an open access article distributed under the terms of Creative Commons Attribution License (CC-BY4.0).

DOI: https://doi.org/10.18500/1816-9791-2019-19-3-258-279

INTRODUCTION

Geometric function theory of a complex variable studies metric and geometric properties of conformal mappings w = f (z) from domains in the complex plane C. Due to the seminal Riemann theorem, all simply connected domains with at least two boundary points are conformally equivalent, which means that there is a conformal mapping f : D ^ B from any such domain D onto another domain B. Moreover, the function f is unique if it satisfies the normalization conditions f (z0) = w0 and f (z0) > 0 at an inner point z0 e D and any w0 e B. Therefore, it is convenient to consider Riemann mappings only from (or onto) canonical domains, for example, disks and half-planes.

Extremal problems are the central objects of attention in the geometric function theory of complex variables. The main class under consideration consists of all analytic and univalent functions f in the unit disk D = {z e C : |z| < 1} normalized by f (z) = z + 2 anzn. This class denoted by S can be thought of as a factor set of all conformal mappings from D with respect to linear maps w(z) = az + b, a = 0. The first results in estimating functionals in the class S and its subclasses demonstrated bounds for |f(z)|, arg{f(z)/z}, |f'(z)| depending on |z|, coefficients |an| for initial values n and others. A wide list of various results is given in the basic monographs [1-4].

Functional estimating is a partial case of the more general and complicated problem to describe a value region for a functional or a system of functionals over different classes of holomorphic mappings. Remind a far-reaching sharpening of the Schwarz lemma due to Rogosinski [5] where the value region {f (z0)} for a fixed z0 e D is

precisely described over the class of holomorphic functions f (z) in D, f (0) = 0, f (0) > 0 and |f (z)| < 1 for |z| < 1. The complex-valued functional L(f) = f (z0) can be regarded as a system of two real-valued functionals Re L(f) and Im L(f). Grunsky [6] established the set W(zo) := {log(f (zo)/zo)}, zo e D, within the class S.

The most complicated problem concerns with the four-dimensional system of func-tionals

log

f (zo )

f (zo)

arg^-, log |f '(zo )|, arg f'(zo ) ¡> , 0 < |zo | < 1,

zo

on the class S. Its complete solution was obtained by Popov [7]. Another approach to solve this problem was proposed by Gutlyanskii [8].

Also, mention the impressive description of the real four-dimensional value region

an zn G

{(fl2, as) : f (z) = z + ^ anzn G S}

n= 2

given by Schaeffer and Spencer in [9].

Among numerous methods to estimate functionals in the class S we point out at the parametric method created mostly by Loewner [10], Kufarev [11] and Pommerenke [12]. In particular, it allows us to represent a dense subclass of S by integrals of the Loewner ordinary differential equation. Gutlyanskii [8] applied the parametric method to solve the value region problem.

Namely, to every function f from a dense subclass of S there corresponds a continuous function u = u(t), 0 < t < oo, such that f (z) = limt^.TO etw(z,t), where w(z,t) is a solution to the Cauchy problem for the Loewner ordinary differential equation

dw eiu(t) + w , ^

-— = -w----, w(z, 0) = z, z e D, (1)

dt eMt) _ wK)

w(.

/ œ

*,t) = e-i z + ^ an(t).

V n=2

Note that if w(D,t) = D \ 7[0, t] with a Jordan curve 7, then there is a continuous u generating f. The converse statement is false, see the Kufarev counterexample in [13].

During last decades, many mathematicians take a growing interest in the class of all conformal self-maps of the upper half-plane H = {z e C : Imz > 0}. Present the Loewner evolution for f (•, t) : H \ yt ^ H.

Consider a growing slit 7[0,t], 0 < t < T, along a Jordan curve. The mapping functions f (z,t), with the hydrodynamic normalization near infinity as

f (z,t) = z + f + 0Q2) , z

which map H \ 7[0, t] onto H, solve the Loewner ordinary differential equation

df (z, t) 2

dt f (z, t) — A(t)

, f (z, 0) = z, (2)

with a certain function A(t) that is a real-valued continuous driving term. The number t is called the half-plane capacity of 7[0, t].

MrlTPMFIThlKrl

n

Without loss of generality, it is assumed that 7[0, t] is emanating from the origin. Then f- and f + map the left and right sides of 7[0, t] onto the two adjoining segments [f-(0, t), A(t)] and [A(t),f+ (0, t)] in R = dH, respectively,

A(0) = 0, f- (0,0) = f+ (0,0) = 0.

To distinguish the two versions of the Loewner evolution, and following modern denotations, call (1) the radial differential equation while (2) is the chordal differential equation.

This survey is aimed to present recent results on value regions over classes of con-formal mappings from D or H. Almost all of them are based on the parametric method and especially on the optimality approach and the Pontryagin maximum principle developed in the frames of the Loewner theory. In this setting, a value region is identified as a reachable set for a system of ordinary differential equations generated by Loewner equations (1) or (2).

1. REACHABLE SETS FOR THE CHORDAL LOEWNER EQUATION

We are focused at the problem to find value ranges for the complex-valued functional {f (z0)}, z0 e H, in classes of conformal mappings from H or subsets of H. Along with Gogosinski's [5] and Grunsky's [6] similar results for z0 e D, add the extension by Goryainov and Gutlyanskii [14] who gave a description of the same set {f (z0)}, z0 e D, over the subclass S(m) of bounded functions f e S, |f (z)| < M in D, M > 1.

An analogue of Rogosinski's result for univalent functions was obtained by Roth and Schleissinger [15] in terms of hyperbolic geometry. They gave an analogous description of the value regions {f (z0)}, z0 e D, over the class of univalent holomorphic functions f : D ^ D, f(0) = 0, f'(0) > 0, and {g(z0)}, Z0 e H, over the class of functions g : H ^ H with the hydrodynamic normalization. Their proofs are based on the radial and chordal Loewner equations. In particular, they proved the following theorem for the reachable set

R(Z0) = {g(Z0,t),t > 0}, Z0 e H,

over the class of functions g(z,t) having the hydrodynamic normalization at infinity and such that g(z, •) solve equation

dgT = ■ "z, »' = (3)

with some continuous driving function A : [0, то) ^ R.

Theorem 1 ([15]). Let z0 e H. Then

R(z0) = {z e H : Im z > Im z0} U {z0}.

We will extend these results to functions with a fixed time T. Let K с H be bounded and K be the closure of K. The set K is a hull if K = HnK and H\K are connected and simply connected. Denote H(T) the set of conformal maps from H \ K(T) having the hydrodynamic normalization, with arbitrary hulls K = K(T) of half-plane capacity T, onto H. The problem is to find a value region

if (z0): f e H (T ),z0 /K (T)}, zee H.

As far as H(T) possesses the translation and scaling properties, it is possible to reduce the value region problem to the case z0 = i. So let us describe the value region

D(T) := {f(i): f € H(T),i €K(T)}.

Interpret the result by Roth and Schleissinger as a description of the complementary

set H \Ut>oD(T).

For 0 < T < 1, denote by C = C0(y,T) > 0, -f < y < f, the unique root of the equation

2 cos2 y log(1 - sin y) + (1 - sin y)2 = 2 cos2 y log C + C2 (1 - 4T). (4)

The following theorems 2-4 are proved in [16].

Theorem 2. The domain D(T), 0 < T < 1, is bounded by two curves l1 and l2 connecting the points i and ¿V1 - 4T. The curve li in the complex (u,v)-plane is parameterized by the equations

u(T) = Cp(y, T)(4T - 1) + (1 - siny)2 ^(T) = 1 - siny ( ) 2Co(y,T)cos y ' ( ) Cq(y,T)'

n n

-- < y < -. 22

The curve l2 is symmetric to li with respect to the imaginary axis. Every point w = u + iv € dD(T) \ {¿} corresponds to a unique function from H(T).

Generalize the problem posed in Theorem 2 and consider a value region D(T) with T > 4 with possible singular solutions to the chordal Loewner equation, i.e., the point w = i may belong to K(T). In this case, the closure of D(T) contains a segment I(T) c R. Among boundary functions corresponding to a point w € I(T) there is a function fK(T) which admits a continuous extension on the union of H \ K(T) and the both sides of a curvilinear slit K(T), so that the extended function fK(T) maps z — i in I(T). We will see in the next theorem that I(T) coincides with the whole axis R. Preserve the denotation D(T) for value regions over this generalized class of functions.

Introduce new denotations. Denote by y0(T) € (-f, |), T > 1, the unique solution of the equation

1 - sin y 1 - sin y , 1 1 1 log--:--b --:--h 1 = log

1 + sin y 1 + sin y 4T - 1'

For T > 4, this equation has a unique solution y = y0(T) depending on T. For T > 4 and y € [y0(T), 2], denote by C0(y,T) > 0 the minimal root of equation (4) and by C00(y,T) > 0 the maximal root of equation (4).

Note that, for T > 4 and y € (y0(T), 2), equation (4) has exactly two roots.

Theorem 3. The domain D(T), T > 1, is bounded by two curves l1 = l11 U l12 and l2 = l21 U l22 having a mutual point i € l11 n l21. The curve l11 in the complex (u, v)-plane, for y € [y0(T), 2], is parameterized by the equations

u(T) = Cp(y, T)(4T - 1) + (1 - siny)2 v = 1 - siny ( ) 2Co(y,T)cos y ' ( j Co(y,T)'

MrlTPMFIThlKrl ?61

The curve li2, for у G [у0(T), f], is parameterized by the equation

. (T) = Co(y,T)(4T - 1) + (1 - sin у)2 ^ = 1 - sin у 1 j 2Coo (y,T )cos у ' 1 j Coo (y,T )'

The curve l2 is symmetric to li with respect to the imaginary axis.

Following Roth and Schleissinger, develop the results towards inverse functions. Denote by H*(T), T > 0, the class of functions g(w) = f-i(w) for f g H(T). Denote

D*(T) = {g(i): g G H*(T)}, T > 0.

It follows from the results by Roth and Schleissinger that

Ut>oD*(T) = {w G C : Im w > 1} U {i}.

Denote by C0(y,T) > 0, -1 < у < n, T > 0, a unique root of the equation

2 cos2 у log(1 + sin у) + (1 + sin у)2 = 2 cos2 у log C + C2(1 + 4T).

Theorem 4. The domain D*(T), T > 0, is bounded by two curves Li and L2 connecting the points i and iV 1 + 4T. The curve Li in the complex (u, v)-plane is parameterized by the equations

(T) = (C0(у, T))2(4T +1) - (1 + sin у)2 (T) = 1 + sin у

( ) 2C0(у, T) cos у ' ( ) C0(у, T)'

— < у < -.

2 ^ 2

The curve L2 is symmetric to Li with respect to the imaginary axis.

Remark that Zherdev [17] developed the results and methods in [16] and described the value region for solutions to the chordal Loewner ODE (2) with T < i under the restriction |A(i)| < c, c > 0, for the driving function A in (2). Besides, he managed to write down explicitly the parametric representation of the boundary of the domain D(T) in the W-plane, W = X + iY, as follows:

2X2 = (1 - 4T - Y2) log Y, V1 - 4T < Y < 1.

It is important to mention that the value region {f(z0)} in H(T) is the reachable set of the chordal Loewner ODE, i.e., this is a set of values f(z0,T) for all possible trajectories f (z0,t) of the Loewner ODE emanating from f (z0, 0) = z0.

Recently, several other authors widely applied optimization methods to describe value regions in subclasses of univalent functions. In particular, indicate the Ph.D. thesis of Koch [18] submitted in 2016. Mainly her results relate to mappings from the unit disk D. In this section, we will be acquainted with two Koch's results for symmetric maps in the upper half-plane H.

In analogy to typically real functions in the radial setting, Koch considered functions which possess certain symmetric properties. Namely, let

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I = {f : f-1 G UT>0H*(T), f (-z) = -f (z), z G H}.

Define

Vi(Z0) = {f (Z0) : f G I}. The two following theorems belong to Koch [18].

Theorem 5. Let zo € H. If Re zo = 0, then

Vi(zq) = {zq + it : t > 0}. Next, assume that Re zo > 0 and define the two curves C(zo) and D(zo) by

C(zo) = j yjzQ - 4t : t > 0 j = {x + iy € H : xy = Re zo, Im zo,x € (0, Re zo]},

D(zq) = {zq + e*argZ01 : t > 0}.

Then the closure V # (zo) of the set V # (zo) is the closed subset of H bounded by C(zo)

and D(zo), and _

vi(zq) = {zq}U ^ZQ) \ d(zq).

The case Re zo < 0 follows from the case Re zo > 0 by reflection with respect to the imaginary axis.

The value set {f-1 (zo)} for the inverse functions is given similarly. Theorem 6. Let zo € H. Define

Vj(zq) = {f-1(zo): f € I,ZQ € f (H)}.

If Re zo = 0, then

Vj(zq) = {zo - it, t € [0, Im Zq]}. Next, assume that Re zo > 0 and define the two curves C* (zo) and D* (zo) by

C*(zo) = | ^/zq + 4t : t > 0 j = {x + iy € H : xy = Re zo Im zo, x > Re zo},

D*(zq) = {zq - e*argz01 : t € [0, |zq|]}.

Then the closure Vj(zo) of the set Vj (zo) is the closed subset of H bounded by the curves C*(zo), D*(zo) and the positive real half-axis. The set Vj(zo) is given by

Vj(zo) = {zo} U vJ(zo) \ (d*(zo) U [0,«)). The case Re zo < 0 is symmetric.

2. REACHABLE SETS AND OPTIMIZATION METHODS

Optimization methods applied in the previous Section are rather effective in the reachable set problem for controllable systems of ordinary differential equations, such as the Loewner ODE. A reachable set of a system of ODE is a set of endpoints of all its trajectories starting from a given point and spread during a fixed time T. In other words, this is the set of points which can be reached by solutions to the system of ODE from the initial point up to the moment T. Mainly, the value region problems over function classes represented by the Loewner ODE are reduced to the reachable set problems for systems of ODE generated by the Loewner ODE.

To solve the problem, we consider a set of target functionals corresponding to the boundary points of the reachable set and construct a Hamiltonian system with a driving function satisfying the Pontryagin maximum principle. This allows us to obtain a set of

boundary problems for phase and adjoint systems of ODE and reformulate it for a set of the Cauchy problems for these systems.

Shortly, this is a universal optimization scheme giving necessary local optimum criteria. It remains to show that, in concrete cases, these criteria are global and sufficient.

Usually, we arrive at a final result when a set of all boundary points satisfying the necessary optimum conditions is a closed Jordan curve (or a closed simple surface in higher dimensions).

First, the optimization ideas in geometric function theory have been announced by Goodman, the last Loewner's Ph.D. student, at the International Congress of Mathematicians, 1966, in Moscow. Later, Goodman exposed the approach in his Ph.D. thesis [19] where he combined Loewner's theory with the then new Pontryagin maximum principle. More details appeared in papers by Friedland and Schiffer [20,21].

Saratov mathematicians applied the optimization method to solve a lot of extremal problems in different classes of univalent functions represented by the Loewn-er parametrization. Their contribution has been mentioned, e.g., in Roth's Ph.D. thesis [22], which is devoted to reachable sets of certain control systems in the class H(D) that is the set of all analytic functions in D.

In particular, Roth wrote [22, p. i-ii]: "...we consider coefficient problems for univalent functions as optimal control problems for certain finite-dimensional control systems. This point of view was initiated and successfully employed by G. S. Goodman, S. Friedland and M. M. Schiffer and more recently by D. V. Prokhorov in a series of papers". And more [22, p. 6]: "Whenever a class of analytic functions is representable as a reachable set, Pontryagin's maximum principle applies and gives immediately some necessary conditions for the solutions of extremal problems in this class". In his thesis, Roth turned to the formulation of the so-called principle of optimality for control systems in H(D). He discussed two control systems in Cn due to Friedland and Schiffer [21] and Prokhorov [23,24], respectively, whose reachable sets coincide with the so-called coefficient region of functions univalent in D. Roth concludes that the two methods are essentially equivalent and compares their interrelation with Schiffer's differential equation [25].

Give a sketch of the Hamiltonian formalism. A dynamical system in C2n is Hamil-tonian if it is of the form

x = V H (x),

where Vs denotes the symplectic gradient given by

= / d d d d \

vdxn+i'"' 'dx2n' dxi''"' dxnj' The function H is the Hamiltonian function of the system. It is convenient to redefine the coordinates (xn+1,... ,x2n) = ,... and rewrite the system as

. dH — dH

x k = , Wk = , k = 1, 2,...n. dWk dxk

The two-form u = Y^n=1 dx A d^ admits the Poisson bracket {•, •}

f | = ^ t df df

¿A dxk dWk dWk dxj'

associated with u.

The first integrals $ of the system are characterized by } = 0. If the Hamilto-nian system admits 1 < k < n independent involutory integrals, then it is called partially integrable in the sense of Liouville.

In [26], for a system generated by the Loewner equation, the authors evaluated explicitly the first integrals ,..., so that [n] first integrals ($[n/2]+i,..., ) are pairwise involutory and the integrals ($1,..., $[n/2]) are not pairwise involutory but their Poisson brackets give all the rest of the integrals.

Roth [27] revisited the control-theoretic interpretation of the Loewner equation. He writes that [26, p. 94]: "...this approach has been used by many others, see e.g. [2,20,21,28] and in particular the important contributions by Prokhorov [23,24,29,30]". Also [26, p. 96]: "The idea of viewing the value region as reachable sets of the Loewner equation has been pioneered by Prokhorov [23,24,30]". Roth poses the problem to prove Teichmuller's coefficient theorem using only the Loewner differential equation. He notes that the standard method in control theory for obtaining sufficient conditions for optimal functions makes use of Bellman functions and refers to [24] for some applications of Bellman functions to the Loewner equation.

3. REACHABLE SETS FOR THE RADIAL LOEWNER EQUATION

Going back to results by Roth and Schleissinger [15] introduce the class of univalent self-maps f : D ^ D. Let

St = {f : D ^ D univalent, f (0) = e-T}, T > 0.

Note that if f e ST then eTf belongs to the class S(M) of bounded functions from S with M = eT. For zo e D \ {0}, denote

Vt(zo) = {f (zo) : f e St}.

Roth and Schleissinger [15] described the set UT>0VT(z0). To formulate their result, endow D with the standard hyperbolic metric

\ ( W 2|dz |

Aro(z )dz = .

1 |z 1

The induced hyperbolic distance dD(z,w) between z e D and w e D is then given by

. ( . . 1 + |(z - w)/(1 - wz)|

dro(z, w) = log --^-'-^f--.

1 - |(z - w)/(1 - wz)|

Theorem 7 ([15]). Let zo e D \ {0}. Then

Ut>oVt(zo) U {0} = {z = |ze D : dro(0, z) - dro(0,zo) < -|y - argzo|,y e R}.

This theorem is known as Grunsky's result [6]. For fixed T, it was proved earlier by Goryainov and Gutlyanski [14] in another setting. Roth and Schleissinger comment their theorem as [15, p. 1102]: "The results in [6,14] are much more difficult to prove. The purpose is to give a simple and direct proof".

The three following theorems belong to Koch and Schleissinger [31]. Due to rotations in ST, a choice of zo e D \ {0} in the value region problem for VT(zo) is reduced to zo e (0,1).

Theorem 8. Let zo е (0,1). For xo e [-1,1] and T > 0, let r = r(T,xo) be the unique solution to the equation

(1 + xo)(1 - zo)2 log(1 - r) + (1 - xo)(1 + zo)2 log(1 + r)-

(1 - 2xozo + Zo2) logr = (1 + xo)(1 - zo)2 log(1 - zo)+ (1 - xo)(1 + zo)2 log(1 + zo) - (1 - 2xozo + zo2) log e-Tzo

and let

2(1 _ z )2 /1 _ x2

a(T, xo) = —---———2T°(arctanh zo - arctanhr(T, xo)).

1 - 2xozo + z2

Furthermore, for fixed T > 0, define the two curves C+ (z0) and C- (z0) by C±(zo) = (xo) := r(T,Xo)e±CT(T'xo) : xo G [-1,1]}.

Then, if arctanh zo < f, VT (zo) is the closed region whose boundary consists of the two curves C± (zo), which intersect at xo. For arctanh zo > |, there are two different cases. First assume that T is large enough that the equation a(t,x) = n admits a solution x G [— 1,1]. Then the curves C±(zo) intersect more than twice. There is a x G (—1,1) such that C+ (zo) U C-(zo) is a closed Jordan curve, where C±(zo) = {w±(xo) : xo G [x, 1]}, and an N G (—1,1) such that C+(zo) U C-(zo) is a closed Jordan curve, where C±(zo) = {w±(xo) : xo G [—1, N]}. Then VT(zo) is the closed region whose boundary is the union of C±(zo) and C±(zo). For smaller T, VT(zo) can be described as in the first case.

Again, we refer to the result due to Goryainov and Gutlyanski [14] in another setting. Koch and Schleissinger explain the proof of their theorem as [31, p. 1773]: "We use a different and more straightforward approach to directly determine the set VT(zo) by applying Pontryagin's maximum principle to the radial Loewner equation".

Let

W(zo) = {f-1(zo) : f G Ut>oSt with zo G f (D}.

Theorem 9. We have

W(zo) = {rem : dro(0, r) > |a| + dro(0,zo),a G [-n,n]}.

Furthermore, determine the value set

Wt(zo) = {f-1 (zo) : f G St with zo G f (D)},

and WT(zo) is the closure of WT(zo). Evidently, W(zo) = UT>oWT(zo).

Theorem 10. Let zo G (0,1). For xo G [-1,1] and T > 0, let r = r(T,xo) be the unique positive solution to the equation

(1 - xo)(1 - zo)2 log(1 - r) + (1 + xo)(1 + zo)2 log(1 + r)-

-(1 + 2xozo + z|) logr = (1 - xo)(1 - zo)2 log(1 - zo)+ +(1 + xo)(1 + zo)2 log(1 + zo) - (1 + 2xozo + zn2) log eTzo

and let _

2(1 — z /l — x2

a(T, x0) = —---——-2T° (arctanh r(t, X0) — arctanh z0).

1 + 2xo zo + z0

If

T < T* := log (1 + Zo)0

4zr

then r(T, x0) can be extended continuously to x0 = 1, WT(zo) = WT(zo), and WT(zo) is the closed region bounded by the two curves D±(zo) = {r(T, x0)e±iCT(T'x°) : x0 € [-1,1]}. For T > T*, define the two curves D±(zo) = {r(T,xo)e±m(T'Xo) : xo € [-1,1]}. We have two cases: if T is small enough that D± (zo) intersect only at x0 = -1, then WT(zo) intersects dD and is bounded by two curves D±(zo) and by the part of dD between the intersection points with the curves which includes the point 1. Otherwise, the two curves intersect on (-1,1) for the first time for some x0 = x € (-1,1) and WT(zo) is the closed region bounded by dD and the two curves D±(zo) = {r(T,x0)e±m(T'x°) : x0 € [-1,x]}. In the last two cases WT(zo) = WT(zo) n D.

The two following theorems on value regions belong to Koch and Schleissinger [32]. Denote by T the class of analytic typically real self-mappings of D normalized as f (0) = 0 and f (0) > 0. For t € (0,1], denote similarly T(t) the class of functions f € T with the restriction f (0) = t. Remind that typically real functions f in D are characterized by the condition Im z Im f (z) > 0 in D. Let

Vt(t)(zo) = {f (zo) : f € T(t)}.

Theorem 11. Let zo € D \ {0} and t € (0,1]. The set Vt(T)(zo) is the image of the closed region bounded by the two circular arc

U + -,-^-2 : y € [2t - 1,1]1

\ 1 - 2yzo + zq2 ^ L '7

and

f(ZD + 1)2(1 + zo(-4 + 4t - 2x + zo)) : [ 1 2t 1 1 (ZQ - 1)2 (1 - 2xzo + zq ) : x € [-1, 2T - 1]j

under the map w ^ .

Note that the value regions VT(T)(z0) for all analytic functions and for univalent functions with real Taylor coefficients coincide.

Denote by R^ the class of all analytic self-mappings f of D normalized as f (0) = 0, f (0) > 0, and having only real Taylor coefficients around the origin. Let

Vr> (z0) = {f (z0): f G R>}.

Theorem 12. Let z0 G D \ {0}. Then VR> (z0) is the closed convex region bounded by the following three curves:

A = { zzz°—f1 G Ml} . B = { ^ GI0.1,} .

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C = { ^z? - GI0. ll}.

MrlTPMFIThlKrl ?F>7

4. REACHABLE SETS FOR UNIVALENT FUNCTIONS WITH REAL TAYLOR COEFFICIENTS

Among other works in the value region problem, select Fedorov's paper [33] concerning with the set {f(zo)}, zo e D, over the class SR с S of functions f e S with real Taylor coefficients an, n > 1, around 0.

For real zo, the problem is trivial since {f(zo)} is described by one of the following sharp inequalities,

(Г-Й)2 ^ f(-|zo|) ^ йТЩ2' (T+zoi)2 ^ f(|zo|) ^ (1-Pzoj)2.

On the contrary, the problem appeared to be far from triviality in the case of non-real zo. Fedorov completely solved the problem by simultaneously considering two moduli problems for pairs of homotopic classes of curves. Partial results in this problem were obtained earlier by Jenkins [34].

Define the class of bounded univalent functions

Sr(M) = {f e Sr : |f(z)| <M,z e D}, M> 1,

with real Taylor coefficients around 0. Usually, extremum problems in subclasses of bounded functions are more difficult than in the whole classes. In the parametric method, theoretically, solutions of extremum problems for bounded functions are of comparative difficulty with unbounded maps. The main difference between the two versions is in constructing an optimal behavior of driving functions either on the maximal set [0, to) of time-parameter or on its subset [0, log M].

Reduce the value region problem to the optimal control problem in the frames of the Loewner theory. Every function f corresponding to a boundary point of the value region {f (zo)} over SR(M) is given by

f (z) = Mw(z, log M), where w(z,t) = e-t(z + a2(t)z2 + ...) solves the Loewner differential equation

^ = -w 1 - W 0, t > 0, w(z, 0) = z, z e D, dt 1 - uw + w2' ' v ' 7

with a piecewise continuous driving term u = u(t), -2 < u < 2, having at most one discontinuity point. The set {f (zo)} in SR(M) is a reachable set for this Loewner ODE at t = log M with the initial point zo.

In [35], the authors described the value region {f(zo)} in SR(M) in an extremely implicit form. They proved that the set {f (zo)} in SR(M) is bounded by the two simple curves Yi and y2. The boundary curve 71 is given by

71(A) = IMK-1 ( KM01 ) : -1 < A ^ 1

where

ka )=1 - 2Az + z 2 - -1 < A < 1 As for y2, it is parameterized as follows. Rewrite the Loewner ODE as a system of ODE for the two real phase coordinates of x = (xi,x2), xi(t) = |w(z0,i)|

and x2(t) = argw(z0,t) with the main branch of the argument, x1 (0) = |zo| and x2(0) = argzo. Construct a Hamilton function H(x, ^,u), where the vector ^ = (^1, ) obeys the adjoint system of differential equations

= _ dH = _ dH

dt dx1' dt dx2'

and u = u*(x, is a maximum point of H(x, ^,u) in u for u € [-2, 2]. Next, solve the Cauchy problem for the system of four ODE for the phase and adjoint variables with the initial data for ^ such that (0) is equal either (-1) or 1, and (0) is a free parameter A parameterizing y2(A), A € E. The set E is determined by the condition that, for A € E, a unique maximum point u0 = u*(x(0), ^(0)) of H(x(0), ^(0),u) in u belongs to (-2,2). Then,

Y2 (A) = w(zo, log M, A) and w(z0, t, A) solves the Loewner ODE with u(t) = u*(x(t), ^(t)) and A € E.

It is interesting to add that the adjoining vectors ^(log M) corresponding to the parameter A are normal vectors for y2 at inner points y2(A), A € E.

5. VALUE REGIONS FOR FUNCTIONS WITH FIXED BOUNDARY POINTS

Since the seminal paper by Cowen and Pommerenke [36], the study of holomorphic functions with finite angular derivatives at prescribed points has been an active field of research in complex analysis.

Given a holomorphic function f in D and a point a € dD such that there exists a finite angular limit f (a) = Z limz^o f (z), the angular derivative at a is

f (a) = Z lim f (Z) - f (a).

z^o z - a

On the one hand, for univalent functions f, existence of the angular derivative f (a) different from 0 and to is closely related to the geometry of f (D) near f (a). Moreover, if there exists f (a) = 0, to, then the behavior of f at the boundary point a resembles conformality.

On the other hand, for the dynamics of a holomorphic self-map f : D ^ D, a crucial role is played by the points a € dD for which f (a) = a and the angular derivative f (a) is finite, see e.g. [37].

Such points a are called boundary regular fixed points. In particular, a classical result due to Wolff and Denjoy asserts that if f € Hol(D, D) has no fixed points in D, then it possesses the so-called boundary Denjoy-Wolff point, i.e., a unique boundary regular fixed point t such that f (t) < 1.

Consider univalent self-maps f : D ^ D with a given boundary regular fixed point a € dD and the Denjoy-Wolff point t € dD \ {a}. Using automorphisms of D, we may suppose that t = 1 and a = -1 and look for a sharp value region of f ^ f (zo) for all such self-maps of D with f (-1) fixed. Define the strip

S = {C : - 2 < Im Z<2 } .

Let

zo = x1 + ix2 := 1(zq),

WpiTPMPiTWKPi P6Q

Изв. С арат, ун-та. Нов. сер. Сер. Математика. Механика. Информатика. 2019. Т. 19, вып. 3 where

I : D ^ S, z ^ log 1 + z

1-z

is a conformal map of D onto S. For T > 0, define

a±(T) := e-T/2 sinx° ± (1 - e-T/2), R(a,T) := log 1 " log 1 + a

1 - a+ (T)) + a-(T)'

V(Z0,T) := {xi + ix2 G S : a-(T) < sinx2 < a+ (T),

|xi - x0 - T/2| < VR(sinX2,T)}.

The following theorem gives a description of the value region {f (z0)} over the class of univalent self-maps f : D ^ D with two fixed boundary points ±1.

Theorem 13 ([38]). Let f G Hol(D, D) \ {idD} and T > 0. Suppose that

(i) f is univalent in D;

(ii) the Denjoy - Wolff point of f is t = 1;

(iii) a = —1 is a boundary regular fixed point of f and f'(—1) = eT. Then

f (zo) G V(zo,T) := I-1 (V(l(zo),T)) \ {zo} for any zo G D.

This result is sharp, i.e., for any w0 G V(z0,T) there exists f G Hol(D, D) \ {idD} satisfying (i)-(iii) and such that f (z0) = w0.

In the same paper, the authors also characterize functions f corresponding to boundary points of V(z0,T) in the last theorem. Let K be the Koebe function

K (z) =

(1 -z)2' Define the functions as

pa(z) = K-1 (aK(z)), a G (0,1),

which map D onto D \ [-1, -r], r = r(a) G (0,1).

Since the Koebe function K and its rotations are known to be extremal in many extremal problems and plays the role of the Koebe function in the class of univalent functions f : D ^ D, it is natural to expect that functions of the form f = h1 o o h2, h1, h2 G Aut(D), would be extremal in the value region problem. The following theorem confirms these expectations.

Theorem 14 ([38]). For any w0 G dV(z0,T) \ {z0}, there exists a unique f = = fw0 satisfying the conditions (i)-(iii) in the value region problem for univalent self-maps f : D ^ D with two boundary fixed points ±1 and such that fw0 (z0) = w0. If w0 = I-1 (Z0 + T), then fw0 is a hyperbolic automorphism of D, namely, fw0(z) = I-1 (l(z) + T). Otherwise, fw0 is a conformal mapping of D onto D minus a slit along an analytic Jordan arc 7 orthogonal to dD, with fW0 (1) = 1. Moreover, fw0 = h1 o o h2 for some h1, h2 G Aut(D) and a G (0,1) if and only if

T

w0 = I-1 (x1 + — + i arcsin a±(T)).

Note that zo is a boundary point of the value region V(zo,T), but does not belong to V(zo,T). However, zo would be included, and this would be the only modification of V(zo,T), if the equality f (-1) = eT in the value region problem is replaced by the inequality f (-1) < eT and the requirement f = idD is removed and we assume as a convention that idD satisfies (ii). Under the theorem conditions modified in this way, f (zo) = zo if and only if f = id©.

If f € Hol(D, D) has boundary regular fixed points at ±1, then replacing f by h o f, where h is a suitable hyperbolic automorphism with the same boundary fixed points, we may suppose that t =1 is the Denjoy-Wolff point. Hence, we deduce a sharp estimate for f (-1)f (1), which was obtained earlier in [39] with the help of the extremal length method.

Corollary 1 ([38]). Let zo € D and let f € Hol(D, D) be a univalent function with boundary regular fixed points at 1 and (-1). Then

a————— i 1 + sin Im 1(zo) 1 - sin Im 1(zo) \

^ ma^1 + sinIm If (zq ))' 1 - smIm If (zq )) j '

This inequality is sharp. The equality can occur only for hyperbolic automorphisms and functions f of the form f = h1 o pa o h2, h1, h2 € Aut(D), a € (01).

Value region problems over classes H, H(T), S, S(M), Sr, Sr(M) and others required the classic Loewner parametric representations by the chordal and radial differential equations and their modifications and generalizations. However, a parametric theory for classes of univalent self-maps with fixed boundary points was created in the last decades, mainly in papers due to Goryainov and his colleagues. Solutions to the value region problems for mappings with boundary fixed points are based on a new version of Loewner's parametric method, which was discovered recently by Goryainov and Kudryavtseva [40].

Theorem 15 ([40]). Let B[q; a] denote the class of holomorphic univalent self-maps f : D ^ D with a Denjoy - Wolff point q and a boundary regular fixed point a and let {ft}t>0 be a one-parametric semigroup t ^ ft which is a solution to the differential equation

fr = v(f (Z)), f (z ) |t=0 = Z. Then {ft(z)}i>0 c B[q; a] if and only if

v(z) = a(q - z)(1 - qz)(1 - az)h(az),

where a > 0 and

Hz)

with a probability measure ^ on dD

Goryainov [41] obtained also the sharp value region {f (0)} in the class of all univalent f € Hol(D, D), f(0) = 0, having a boundary regular fixed point a = 1 with a given value of f (1).

In [42], Goryainov proved that the value region D(0,T) of f ^ f (0) over all self-maps f satisfying the conditions of the value region problem over self-maps D ^ D

1 - ^ 1 —

■du(ffi)

having two fixed boundary points without the univalence requirement is the closed disk whose diameter is the segment [0, l—1 (T)], with the boundary point z0 = 0 excluded. Analyzing the functions bringing the boundary points of D(0,T), one can conclude that

дD(0, T) n дV(0, T) = {0, l-1(T)}.

6. COEFFICIENT VALUE REGIONS

For z0 = 0, a value region {f(z0),f(z0),...,/(n)(z0)} over a class of functions f (z) = z + anzn, z G D, is reduced to the coefficient value region

>={qp.....m..»2.

Denote

Vn = {(a2,... ,an ) : f G S}, Vmn = {(an, am ) : f G S} n,m > 2,

and

M = {(a2,...,an): f G S}, n > 2,

where S stands for the class of functions f G S which are C-smooth on dD. A good collection of qualitative results is contained in [9,43]. Namely:

(i) Vn is homeomorphic to a (2n — 2)-dimensional closed ball, and its boundary dVn is homeomorphic to a (2n — 3)-dimensional sphere;

(ii) every point x G dVn corresponds to exactly one function f G S ;

(iii) with the exception for a set of smaller dimension, at every point x G dVn there exists a normal vector satisfying the Lipschitz condition;

(iv) there exists a connected open set X c dVn, such that dVn is an analytic hypersurface at every point of X. The points of dVn corresponding to the functions that give the extremum to a linear functional belong to the closure of Xi.

On an n-dimensional manifold Mn, a sub-Riemannian structure is a smoothly varying distribution D of k planes together with a scalar product. The distribution D is a linear sub-bundle of a tangent bundle TMn of Mn. If k < n, then the Hausdorff dimension of Mn is larger than n. Suppose that a system of vector fields X1 ,...,Xk form an orthonormal basis of D with respect to scalar product (-, •). The pair (D, (-, •)) is a sub-Riemannian metric on Mn. Let all vector fields X1 ,...,Xk together with their commutators form the total tangent space TMn. If the number of these commutators is independent of the point of Mn, then it is said that X1 ,...,Xk satisfy the bracket generating condition.

Theorem 16 ( [44]). Let Mn be the coefficient value region for S and let Li5..., Ln be the vector fields defined by

n-j d = + S(k + 1)ak +k, = d—. k=i daj

Then the system (Li5 L2) satisfies the bracket generating condition and the distribution is D = span(L1, L2).

The Hausdorff complex dimension of the sub-Riemannian manifold Mn is equal to (n + 1)2 — f for odd n and is equal to (| + 1)2 — 2 for even n.

Call attention to the theory of integrable systems in connection with the Loewner equation. Let A(z, t) be a meromorphic function in z that depends on an infinite family of generated times t = (t0, ti..., tn, • • • ), t0 = x, with the expansion

w N ^ (t)

1) = z + £ ^n+T

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n=0

about infinity. The dispersionless Kadomtsev - Petviashvili (dKP) hierarchy is an infinite set

dA

— = {L„+i,A}, n = 0,1,2.....

where {•, •} is the Poisson bracket

' dz dx dx dz '

L = i(An )^o, n = 1,2, •••, n

denotes the polynomial part of An.

A finite-dimensional reduction suggests that A depends on t via a finite number of functions, A(z,t) = A(z,ui(t),...,uN(z,t)). Takebe, Teo and Zabrodin [45] showed that the chordal Loewner PDE serves as the consistency condition for the one-variable reduction of the dKP. A function A depends on t via one function s(t) and

dA k dA

ds z — f dz'

which is the Loewner PDE, where k is the derivative in s of the coefficient at 1/z in the Laurent expansion of A.

In [46], the authors showed that the chordal Loewner evolution has an infinite number of conservation laws, i.e., moments, and that the Loewner PDE is exactly the Vlasov equation under an appropriate change of variables, that the Loewner ODE implies the hydrodynamic-type conservation equation. Starting with the Loewner evolution, the authors obtain integrable chains by splitting time. This approach demonstrates the universality of the Loewner equation as an attraction point for several integrable chains. Mention that, for the function f (z,t(x,s)) = f (z,x,s), the Vlasov equation

zdf f dA! df -

dx ds dx dz

describes the time evolution of the distribution function of a plasma consisting of charged particles with long-range interaction.

Going back to the coefficient value region Vn, recall the exclusive role of the Koebe function K(z) = nzn, especially in the connection with the famous Bieberbach

conjecture stating that the inequality |an| < n holds for all f e S with the equality sigh only for K(z) and its rotations.

Studying the local version of the Bieberbach conjecture, Bombieri, the Fields medalist, was interested in metric and geometric properties of Vn in a neighborhood the point

(a2, ...,an) = (2,...,n) е dVn corresponding to K (z). Bombieri [47] conjectured that the numbers

n — Re an amn :=iimmt-—-, m,n ^ 2,

S3f ^k m — Re am

where f ^ K locally uniformly in D, are equal to the numbers

n sin 0 — sin(n0)

Bmn := min ,--—2n

0G[o,2n] m sin 0 — sin(m0)

for all m, n > 2.

Bombieri's number amn determines a locally support hyperplane given by

Re (an — ^mnam) = n — &mnm

in a neighborhood of the point (n,m) е Vmn corresponding to K. It is proved in [48] that amn is a maximal number for which K locally maximizes the linear functional,

amn = sup{A е R : Re (an — Aam) is locally maximized on S by K(z)}.

For (m,n) = (3,2), this property has been proved by Greiner and Roth in [49]. Such interpretation can serve to define a number amn(M), M > 1, as a maximal number for which Re(an — Aam) is locally maximized on S(M) by the Pick function Pm(z) = MK-1 (K(z)/M). Values ^(M) and ^(M), M > 1, are evaluated in [50] and [51], respectively.

Theorem 17 ([50,51]). For 1 < M < то, ше Яа^е

4

^23 (M ) = — —,

and

^32 (M) =

M (e- 1)

/Те — 2e + 1) M

4(M — 1)

e < M < то 1 < M < e.

Bombieri's conjecture is true for the class SR, see the proof due to Bshouty and Hengartner in [52]. The inequality amn < Bmn was proved in [48] for all m,n > 2. Hence, amn = 0 when Bmn = 0.

Greiner and Roth [49] answered negatively to partial Bombieri's conjecture. They evaluated a32 showing that a32 < B32. Later, a42, a24 and a34 were evaluated in [53], each time disproving Bombieri's conjecture for these pairs of indices. Related versions of Bombieri's conjecture are discussed by Aharonov and Bshouty in [54]. Using the linear Loewner PDE, Leung [55] derived a variational formula in S near the Koebe function K and disproved Bombieri's conjecture for index pairs (m, 2) with m > 2 and for (m, 3) with odd m > 3. In particular, Leung's variation leads to a statement that Bombieri's conjecture fails for (m,n) when

n3 — n

Bmn = 3 • (5)

m3 m

Efraimidis [56] and Efraimidis and Pastor [57] selected a lot of pairs (m,n) for which Bmn are given by the latter expression. Namely, they showed that Bmn satisfies (5), i.e., Bombieri's conjecture fails, for the following integers m and n, m > n > 2,

(a) both m and n are odd, or

(b) both m and n are even, or

(c) m is even, n is odd, 0.5 < n/m < 0.8194 and m > 81.

Necessary criteria for the Bombieri conjecture are derived in [58] in terms of inequalities for solutions to systems of differential equations in variations for the Loewner ODE.

We see that Bombieri's conjecture is attacked by different methods: Schiffer's differential equation for support points of S [48,49], variational method in the class S [52,55-57], Lebedev-Milin inequalities based on the Grunsky approach [54], the Loewner theory and optimal control methods and the Pontryagin maximum principle on solutions to the Loewner ODE [47,50,51,53,58]. Roth [27] gave a statement of Teichmuller's coefficient theorem entirely in terms of the Loewner equation. This allowed him to compare Schiffer's differential equation and Pontryagin's maximum principle. Roth concluded that two necessary conditions for f e S being extremal for a coefficient functional over S provided by Schiffer's theorem and by Pontryagin's maximum principle are in fact equivalent. Roth claims that the Schiffer differential equation is analogous to the Euler equation in the classical calculus of variations and notices that the implication from Schiffer's equation to Pontryagin's maximum principle traces back to early periods in the geometric function theory.

In author's papers cited in this survey, we are focused on the optimal control theory methods applied to Bombieri's problem. We introduce the Loewner ODE and generate a control system for the coefficients of functions f (z,t) e S from a Loewner chain, z e D, t > 0. Following an optimization scheme, we deduce an adjoint control system of ODE and build a pseudo Hamilton function H depending on a phase coefficient vector a(t) and an adjoint vector ^(t), on a driving function u and also on time t. The Pontryagin maximum principle is a necessary condition for the reachable set in a neighborhood of the extremal control u = n corresponding to the Koebe function K. As far as K is extremal in the Bombieri problem, the control u = n has to satisfy the Pontryagin maximum principle, i.e., it maximizes H on a whole trajectory (a(t),^(t)).

Acknowledgements: This work was supported by the Russian Science Foundation (project No. 17-11-01229).

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Cite this article as:

Prokhorov D. V. Value Regions in Classes of Conformal Mappings. Izv. Saratov Univ. (N.S.), Ser. Math. Mech. Inform., 2019, vol. 19, iss. 3, pp. 258-279. DOI: https://doi.org/10.18500/1816-9791-2019-19-3-258-279

УДК 517.54

Области значений в классах конформных отображений

Д. В. Прохоров

Прохоров Дмитрий Валентинович, доктор физико-математических наук, заведующий кафедрой математического анализа, Саратовский национальный исследовательский государственный университет имени Н. Г. Чернышевского, Россия, 410012, г. Саратов, ул. Астраханская, д. 83; научный сотрудник, Петрозаводский государственный университет, Россия, Республика Карелия, 185910, г. Петрозаводск, просп. Ленина, д. 33, [email protected]

Обзор преимущественно посвящен недавним результатам в решении задачи об областях значений в различных классах голоморфных однолистных функций, представимых решениями дифференциальных уравнений Левнера как в радиальной, так и в хордовой версиях. Важно также представить классические и современные методы решения и сравнить их эффективность. Наиболее подробно затронуты методы оптимизации и, в частности, принцип максимума Понтрягина. Областью значений является множество {f (z0)} всех возможных значений функционала f ^ f (z0), где z0 — это фиксированная точка из верхней полуплоскости в хордовом случае или в единичном круге в радиальном случае, а f пробегает класс конформных отображений. Решения дифференциальных уравнений Левнера образуют плотные подклассы рассматриваемых семейств функций. Области значений коэффициентов {(а2,..., а„) : f (z) = zапzn}, |z| < 1, составляют часть поля исследований, тесно связанного с экстремальными задачами и с гипотезой Бомбиери о структуре области значений коэффициентов на классе S в окрестности точки (2,..., n), соответствующей функции Кебе.

Ключевые слова: область значений, уравнение Левнера, достижимое множество, граничная кривая.

Поступила в редакцию: 07.04.2018 / Принята: 12.05.2019 / Опубликована: 31.08.2019

Статья опубликована на условиях лицензии Creative Commons Attribution License (CC-BY4.0)

Благодарности. Исследование выполнено при финансовой поддержке Российского научного фонда (проект № 17-11-01229).

Образец для цитирования:

Prokhorov D. V. Value Regions in Classes of Conformal Mappings [Прохоров Д. В. Области значений в классах конформных отображений] // Изв. Сарат. ун-та. Нов. сер. Сер. Математика. Механика. Информатика. 2019. Т. 19, вып. 3. С. 258-279. DOI: https://doi.org/10.18500/1816-9791-2019-19-3-258-279

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