# Infinite compositions of analytic functions

(diff) ← Older revision | Latest revision (diff) | Newer revision → (diff)

In mathematics, infinite compositions of analytic functions (ICAF) offer alternative formulations of continued fractions, series, products and other infinite expansions, and the theory evolving from such compositions may shed light on the convergence/divergence of these expansions. Some functions can actually be expanded directly as infinite compositions. In addition, it is possible to use ICAF to evaluate solutions of fixed point equations involving infinite expansions. Complex dynamics offers another venue for iteration of systems of functions rather than a single function. For infinite compositions of a single function see Iterated function. For compositions of a finite number of functions, useful in fractal theory, see Iterated function system.

## Notation

There are several notations describing infinite compositions, including the following:

Forward compositions: Fk,n(z) = fkfk+1 ∘ ... ∘ fn−1fn.

Backward compositions: Gk,n(z) = fnfn−1 ∘ ... ∘ fk+1fk

In each case convergence is interpreted as the existence of the following limits:

${\displaystyle \lim _{n\to \infty }F_{1,n}(z),\qquad \lim _{n\to \infty }G_{1,n}(z).}$

For convenience, set Fn(z) = F1,n(z) and Gn(z) = G1,n(z).

## Contraction theorem

Many results can be considered extensions of the following result:

Contraction Theorem for Analytic Functions.[1] Let f be analytic in a simply-connected region S and continuous on the closure Template:Overline of S. Suppose f(Template:Overline) is a bounded set contained in S. Then for all z in Template:Overline

${\displaystyle F_{n}(z)=(f\circ f\circ \cdots \circ f)(z)\to \alpha ,}$

where α is the attractive fixed point of f in S.

## Infinite compositions of contractive functions

Let {fn} be a sequence of functions analytic on a simply-connected domain S. Suppose there exists a compact set Ω ⊂ S such that for each n, fn(S) ⊂ Ω.

Forward (inner or right) Compositions Theorem. {Fn(z)} converges uniformly on compact subsets of S to a constant function F(z) = λ.[2]

Backward (outer or left) Compositions Theorem. {Gn(z)} converges uniformly on compact subsets of S to γ ∈ Ω if and only if the sequence of fixed points {γn} of the {fn} converge to γ.[3]

Additional theory resulting from investigations based on these two theorems, particularly Forward Compositions Theorem, include location analysis for the limits obtained here [1]. For a different approach to Backward Compositions Theorem, see [2].

Regarding Backward Compositions Theorem, the example f2n(z) = 1/2 and f2n−1(z) = −1/2 for S = {z : |z| < 1} demonstrates the inadequacy of simply requiring contraction into a compact subset, like Forward Compositions Theorem.

## Infinite compositions of other functions

### General analytic functions

Results[4] involving entire functions include the following, as examples. Set

{\displaystyle {\begin{aligned}f_{n}(z)&=a_{n}z+c_{n,2}z^{2}+c_{n,3}z^{3}+\cdots \\\rho _{n}&=\sup _{r}\left\lbrace \left|c_{n,r}\right|^{\frac {1}{r-1}}\right\rbrace \end{aligned}}}

Then the following results hold:

Theorem E1.[5] If an ≡ 1,

${\displaystyle \sum _{n=1}^{\infty }\rho _{n}<\infty }$

then FnF, entire.

Theorem E2.[4] Set εn = |an−1| suppose there exists non-negative δn, M1, M2, R such that the following holds:

{\displaystyle {\begin{aligned}\sum _{n=1}^{\infty }\varepsilon _{n}&<\infty ,\\\sum _{n=1}^{\infty }\delta _{n}&<\infty ,\\\prod _{n=1}^{\infty }(1+\delta _{n})&

Then Gn(z) → G(z), analytic for |z| < R. Convergence is uniform on compact subsets of {z : |z| < R}.

Theorem GF3.[4] Let {fn} be a sequence of complex functions defined on S = {z : |z| < M}. Suppose there exists a non-negative sequence {βn} such that

${\displaystyle C\sum _{n=1}^{\infty }\beta _{n}
${\displaystyle \left|f_{n}(z)-z\right|

Set ${\displaystyle R=M-C\sum _{n=1}^{\infty }\beta _{n}>0}$. Then Gn(z) → G(z) for |z| < R, uniformly on compact subsets.

Theorem GF4.[4] Let fn(z) = z(1+gn(z)), analytic for |z| < R0, with |gn(z)| ≤ Cβn,

${\displaystyle \sum _{n=1}^{\infty }\beta _{n}<\infty .}$

Choose 0 < r < R0 and define

${\displaystyle R=R(r)={\frac {R_{0}-r}{\prod _{n=1}^{\infty }\left(1+C\beta _{n}\right)}}.}$

Then FnF uniformly for |z| ≤ R. Furthermore,

${\displaystyle \left|F'(z)\right|\leq \prod _{n=1}^{\infty }{\left(1+{\tfrac {R_{0}}{r}}C\beta _{n}\right)}}$.

### Linear fractional transformations

Results[4] for compositions of linear fractional (Möbius) transformations include the following, as examples:

Theorem LFT1. On the set of convergence of a sequence {Fn} of non-singular LFTs, the limit function is either

• (a) a non-singular LFT,
• (b) a function taking on two distinct values, or
• (c) a constant.

In (a), the sequence converges everywhere in the extended plane. In (b), the sequence converges either everywhere, and to the same value everywhere except at one point, or it converges at only two points. Case (c) can occur with every possible set of convergence.[6]

Theorem LFT2. If {Fn} converges to an LFT , then fn converge to the identity function f(z) = z.[7]

Theorem LFT3. If fnf and all functions are hyperbolic or loxodromic Möbius transformations, then Fn(z) → λ, a constant, for all ${\displaystyle z\neq \beta =\lim _{n\to \infty }\beta _{n}}$, where {βn} are the repulsive fixed points of the {fn}.[8]

Theorem LFT4. If fnf where f is parabolic with fixed point γ. Let the fixed-points of the {fn} be {γn} and {βn}. If

{\displaystyle {\begin{aligned}\sum _{n=1}^{\infty }\left|\gamma _{n}-\beta _{n}\right|&<\infty \\\sum _{n=1}^{\infty }n\left|\beta _{n+1}-\beta _{n}\right|&<\infty \end{aligned}}}

then Fn(z) → λ, a constant in the extended complex plane, for all z.[9]

## Examples & applications

### Continued fractions

The value of the infinite continued fraction

${\displaystyle {\frac {a_{1}}{b_{1}+{\frac {a_{2}}{b_{2}+\ldots }}}}}$

may be expressed as the limit of the sequence {Fn(0)} where

${\displaystyle f_{n}(z)={\frac {a_{n}}{b_{n}+z}}.}$

As a simple example, a well-known result (Worpitsky Circle*[10]) follows from an application of Theorem (A):

Consider the continued fraction

${\displaystyle {\frac {a_{1}\zeta }{1+{\frac {a_{2}\zeta }{1+\ldots }}}}}$

with

${\displaystyle f_{n}(z)={\frac {a_{n}\zeta }{1+z}}.}$

Stipulate that |ζ| < 1 and |z| < R < 1. Then for 0 < r < 1,

${\displaystyle |a_{n}|, analytic for |z| < 1.

Set R = 1/2.

### Direct functional expansion

An example illustrating the conversion of a function directly into a composition follows:

Suppose that for |t| > 1, ${\displaystyle \varphi (tz)=t\left(\varphi (z)+\varphi (z)^{2}\right)}$, an entire function with φ(0) = 0, φ′(0) = 1. Then ${\displaystyle f_{n}(z)=z+{\frac {z^{2}}{t^{n}}}\Rightarrow F_{n}(z)\to \varphi (z)}$.[5][11]

### Calculation of fixed-points

Theorem (B) can be applied to determine the fixed-points of functions defined by infinite expansions or certain integrals. The following examples illustrate the process:

Example (FP1):[3] For |ζ| ≤ 1 let

${\displaystyle G(\zeta )={\frac {\tfrac {e^{\zeta }}{4}}{3+\zeta +{\frac {\tfrac {e^{\zeta }}{8}}{3+\zeta +{\frac {\tfrac {e^{\zeta }}{12}}{3+\zeta +\ldots }}}}}}}$

To find α = G(α), first we define:

{\displaystyle {\begin{aligned}t_{n}(z)&={\frac {\tfrac {e^{\zeta }}{4n}}{3+\zeta +z}}\\f_{n}(\zeta )&=t_{1}\circ t_{2}\circ \cdots \circ t_{n}(0)\end{aligned}}}

Then calculate ${\displaystyle G_{n}(\zeta )=f_{n}\circ \cdots \circ f_{1}(\zeta )}$ with ζ = 1, which gives: α = 0.087118118... to ten decimal places after ten iterations.

Theorem (FP2).[4] Let φ(ζ, t) be analytic in S = {z : |z| < R} for all t in [0, 1] and continuous in t. Set

${\displaystyle f_{n}(\zeta )={\frac {1}{n}}\sum _{k=1}^{n}{\varphi \left(\zeta ,{\tfrac {k}{n}}\right)}.}$

If |φ(ζ, t)| ≤ r < R for ζ ∈ S and t ∈ [0, 1], then

${\displaystyle \zeta =\int _{0}^{1}\varphi (\zeta ,t)dt}$

has a unique solution, α in S, with ${\displaystyle \lim _{n\to \infty }G_{n}(\zeta )=\alpha }$.

### Evolution functions

Consider a time interval, normalized to I = [0, 1]. ICAFs can be constructed to describe continuous motion of a point, z, over the interval, but in such a way that at each "instant" the motion is virtually zero (see Zeno's Arrow): For the interval divided into n equal subintervals, 1 ≤ kn set ${\displaystyle g_{k,n}(z)=z+\varphi _{k,n}(z)}$ analytic - or simply continuous - in a domain S, such that

${\displaystyle \lim _{n\to \infty }\varphi _{k,n}(z)=0}$

for all k and z in S imply ${\displaystyle g_{k,n}(z)\in S}$.

#### Example 1

${\displaystyle g_{k,n}(z)=z+{\frac {k}{n^{2}}}f(z).}$

Now, set ${\displaystyle T_{1,n}(z)=g_{1,n}(z)}$ and ${\displaystyle T_{k,n}(z)=g_{k,n}\left(T_{k-1,n}(z)\right)}$. If ${\displaystyle \lim _{n\to \infty }T_{n,n}(z)=T(z)}$ exists, the initial point z has moved to a new position, T(z), in a fashion described above (for large values of n, ${\displaystyle g_{k,n}(z)\approx z}$). It is not difficult to show that f(z) = αz + β, α ≥ 0 implies ${\displaystyle T_{n,n}(z)\to e^{\frac {\alpha }{2}}z+b\beta }$. A byproduct of this derivation is the following representation:

${\displaystyle \lim _{n\to \infty }\prod _{k=1}^{n}\left(1+{\frac {2k}{n^{2}}}x\right)=e^{x},\qquad x\in \mathbf {R} .}$

And of course, if f(z) ≡ c, then[12]

${\displaystyle T(z)=z+c\int _{0}^{1}tdt.}$
Two contours flowing towards an attractive fixed point (red on the left). The white contour (c = 2) terminates before reaching the fixed point. The second contour (c(n)=square root of n) terminates at the fixed point. For both contours, n = 10,000

#### Example 2

${\displaystyle g_{n}(z)=z+{\frac {c_{n}}{n}}\varphi (z),}$

with f(z) := z + φ(z). Next, set ${\displaystyle T_{1,n}(z)=g_{n}(z),T_{k,n}(z)=g_{n}\left(T_{k-1,n}(z)\right)}$, and Tn(z) = Tn,n(z). Let

${\displaystyle T(z)=\lim _{n\to \infty }T_{n}(z)}$

when that limit exists. The sequence {Tn(z)} defines contours γ = γ(cn, z) that follow the flow of the vector field f(z). If there exists an attractive fixed point α, meaning |f(z)−α| ≤ ρ|z−α| for 0 ≤ ρ < 1, then Tn(z) → T(z) ≡ α along γ = γ(cn, z), provided (for example) ${\displaystyle c_{n}={\sqrt {n}}}$. If cnc > 0, then it seems apparent - though not rigorously proven for many cases[13] - that Tn(z) → T(z), a point on the contour γ = γ(c, z). It is easily seen that

${\displaystyle \oint _{\gamma }\varphi (\zeta )d\zeta =\lim _{n\to \infty }{\frac {c}{n}}\sum _{k=1}^{n}\varphi ^{2}\left(T_{k-1,n}(z)\right)}$

and

${\displaystyle L(\gamma (z))=\lim _{n\to \infty }{\frac {c}{n}}\sum _{k=1}^{n}\left|\varphi \left(T_{k-1,n}(z)\right)\right|,}$

when these limits exist.[14]

These concepts are marginally related to active contour theory in image processing.

### Self-replicating series & products

#### Series

The series defined recursively by fn(z) = z + gn(z) have the property that the nth term is predicated on the sum of the first n−1 terms. In order to employ theorem (GF3) it is necessary to show boundedness in the following sense: If each fn is defined for |z| < M then |Gn(z)| < M must follow before |fn(z)−z| = |gn(z)| ≤ n is defined for iterative purposes. This is because ${\displaystyle g_{n}(G_{n-1}(z))}$ occurs throughout the expansion. The restriction

${\displaystyle |z|0}$

serves this purpose. Then Gn(z) → G(z) uniformly on the restricted domain.

Example (S1): Set

${\displaystyle f_{n}(z)=z+{\frac {1}{\rho n^{2}}}{\sqrt {z}},\qquad \rho >{\sqrt {\frac {\pi }{6}}}}$

and M = ρ2. Then R = ρ2−(π/6) > 0. Then, if ${\displaystyle S=\left\{z:|z|0\right\}}$, z in S implies |Gn(z)| < M and theorem (GF3) applies, so that

{\displaystyle {\begin{aligned}G_{n}(z)&=z+g_{1}(z)+g_{2}(G_{1}(z))+g_{3}(G_{2}(z))+\cdots +g_{n}(G_{n-1}(z))\\&=z+{\frac {1}{\rho \cdot 1^{2}}}{\sqrt {z}}+{\frac {1}{\rho \cdot 2^{2}}}{\sqrt {G_{1}(z)}}+{\frac {1}{\rho \cdot 3^{2}}}{\sqrt {G_{2}(z)}}+\cdots +{\frac {1}{\rho \cdot n^{2}}}{\sqrt {G_{n-1}(z)}}\end{aligned}}}

converges absolutely, hence is convergent.

#### Products

The product defined recursively by ${\displaystyle f_{n}(z)=z\left(1+g_{n}(z)\right)}$, |z| ≤ M, have the appearance

${\displaystyle G_{n}(z)=z\prod _{k=1}^{n}\left(1+g_{k}\left(G_{k-1}(z)\right)\right).}$

In order to apply theorem (GF3) it is required that ${\displaystyle \left|z\cdot g_{n}(z)\right|\leq C\beta _{n}}$ where

${\displaystyle \sum _{k=1}^{\infty }\beta _{k}<\infty .}$

Once again, a boundedness condition must support

${\displaystyle \left|G_{n-1}(z)\cdot g_{n}(G_{n-1}(z))\right|\leq C\beta _{n}.}$

If one knows n in advance, setting |z| ≤ R = M/P where

${\displaystyle \prod _{n=1}^{\infty }\left(1+C\beta _{n}\right)=P}$

suffices. Then Gn(z) → G(z) uniformly on the restricted domain.

Example (P1): Suppose that ${\displaystyle f_{n}(z)=z(1+g_{n}(z))}$ where ${\displaystyle g_{n}(z)={\frac {z^{2}}{n^{3}}}}$, observing after a few preliminary computations, that |z| ≤ 1/4 implies |Gn(z)| < 0.27. Then

${\displaystyle \left|G_{n}(z)\cdot {\frac {G_{n}(z)^{2}}{n^{3}}}\right|<(0.02){\frac {1}{n^{3}}}=C\beta _{n}}$

and

${\displaystyle G_{n}(z)=z\cdot \prod _{k=1}^{n-1}\left(1+{\frac {G_{k}(z)^{2}}{n^{3}}}\right)}$

converges uniformly.

## References

1. P. Henrici, Applied and Computational Complex Analysis, Vol. 1 (Wiley, 1974)
2. L. Lorentzen, Compositions of contractions, J. Comp & Appl Math. 32 (1990)
3. J. Gill, The use of the sequence Fn(z) = fn ∘ ... ∘ f1(z) in computing the fixed points of continued fractions, products, and series, Appl. Numer. Math. 8 (1991)
4. J. Gill, Convergence of infinite compositions of complex functions, Comm. Anal. Th. Cont. Frac., Vol XIX (2012)
5. S.Kojima, Convergence of infinite compositions of entire functions, arXiv:1009.2833v1
6. G. Piranian & W. Thron,Convergence properties of sequences of Linear fractional transformations, Mich. Math. J.,Vol. 4 (1957)
7. J. DePree & W. Thron,On sequences of Mobius transformations, Math. Zeitschr., Vol. 80 (1962)
8. A. Magnus & M. Mandell, On convergence of sequences of linear fractional transformations,Math. Zeitschr. 115 (1970)
9. J. Gill, Infinite compositions of Mobius transformations, Trans. Amer. Math. Soc., Vol176 (1973)
10. L. Lorentzen, H. Waadeland, Continued Fractions with Applications, North Holland (1992)
11. N. Steinmetz, Rational Iteration, Walter de Gruyter, Berlin (1993)
12. J. Gill, Zeno's arrow: A mathematical speculation , Comm. Anal. Th. Cont. Frac., Vol XIX (2012)
13. J. Gill, John Gill Mathematics Collection, Scribd.com
14. J. Gill, Progress Report: Zeno Contours in the Complex Plane, Comm. Anal. Th. Cont. Frac., Vol XIX (2012)