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Schröder's equation, named after Ernst Schröder, is a
functional equation In mathematics, a functional equation is, in the broadest meaning, an equation in which one or several functions appear as unknowns. So, differential equations and integral equations are functional equations. However, a more restricted mea ...
with one
independent variable Dependent and independent variables are variables in mathematical modeling, statistical modeling and experimental sciences. Dependent variables receive this name because, in an experiment, their values are studied under the supposition or deman ...
: given the function , find the function such that Schröder's equation is an eigenvalue equation for the composition operator that sends a function to . If is a fixed point of , meaning , then either (or ) or . Thus, provided that is finite and does not vanish or diverge, the
eigenvalue In linear algebra, an eigenvector () or characteristic vector of a linear transformation is a nonzero vector that changes at most by a scalar factor when that linear transformation is applied to it. The corresponding eigenvalue, often denot ...
is given by .


Functional significance

For , if is analytic on the unit disk, fixes , and , then
Gabriel Koenigs Gabriel Xavier Paul Koenigs (17 January 1858 in Toulouse, France – 29 October 1931 in Paris, France) was a French mathematician who worked on analysis and geometry. He was elected as Secretary General of the Executive Committee of the Internat ...
showed in 1884 that there is an analytic (non-trivial) satisfying Schröder's equation. This is one of the first steps in a long line of theorems fruitful for understanding composition operators on analytic function spaces, cf.
Koenigs function In mathematics, the Koenigs function is a function arising in complex analysis and dynamical systems. Introduced in 1884 by the French mathematician Gabriel Koenigs, it gives a canonical representation as dilations of a univalent holomorphic mappin ...
. Equations such as Schröder's are suitable to encoding
self-similarity __NOTOC__ In mathematics, a self-similar object is exactly or approximately similar to a part of itself (i.e., the whole has the same shape as one or more of the parts). Many objects in the real world, such as coastlines, are statistically s ...
, and have thus been extensively utilized in studies of
nonlinear dynamics In mathematics and science, a nonlinear system is a system in which the change of the output is not proportional to the change of the input. Nonlinear problems are of interest to engineers, biologists, physicists, mathematicians, and many other ...
(often referred to colloquially as
chaos theory Chaos theory is an interdisciplinary area of scientific study and branch of mathematics focused on underlying patterns and deterministic laws of dynamical systems that are highly sensitive to initial conditions, and were once thought to have ...
). It is also used in studies of
turbulence In fluid dynamics, turbulence or turbulent flow is fluid motion characterized by chaotic changes in pressure and flow velocity. It is in contrast to a laminar flow, which occurs when a fluid flows in parallel layers, with no disruption between ...
, as well as the
renormalization group In theoretical physics, the term renormalization group (RG) refers to a formal apparatus that allows systematic investigation of the changes of a physical system as viewed at different scales. In particle physics, it reflects the changes in the ...
. An equivalent transpose form of Schröder's equation for the inverse of Schröder's conjugacy function is . The change of variables (the Abel function) further converts Schröder's equation to the older Abel equation, . Similarly, the change of variables converts Schröder's equation to Böttcher's equation, . Moreover, for the velocity, ,   '' Julia's equation'',   , holds. The -th power of a solution of Schröder's equation provides a solution of Schröder's equation with eigenvalue , instead. In the same vein, for an invertible solution of Schröder's equation, the (non-invertible) function is also a solution, for ''any'' periodic function with period . All solutions of Schröder's equation are related in this manner.


Solutions

Schröder's equation was solved analytically if is an attracting (but not superattracting) fixed point, that is by
Gabriel Koenigs Gabriel Xavier Paul Koenigs (17 January 1858 in Toulouse, France – 29 October 1931 in Paris, France) was a French mathematician who worked on analysis and geometry. He was elected as Secretary General of the Executive Committee of the Internat ...
(1884). In the case of a superattracting fixed point, , Schröder's equation is unwieldy, and had best be transformed to Böttcher's equation. There are a good number of particular solutions dating back to Schröder's original 1870 paper. The series expansion around a fixed point and the relevant convergence properties of the solution for the resulting orbit and its analyticity properties are cogently summarized by
Szekeres Szekeres is a Hungarian surname. Notable people with the surname include: * Adrián Szekeres * Béla Szekeres (disambiguation) *Cyndy Szekeres * Dorina Szekeres * Esther Szekeres * Ferenc Szekeres * George Szekeres * Imre Szekeres * Jozef Szek ...
. Several of the solutions are furnished in terms of
asymptotic series In mathematics, an asymptotic expansion, asymptotic series or Poincaré expansion (after Henri Poincaré) is a formal series of functions which has the property that truncating the series after a finite number of terms provides an approximation to ...
, cf. Carleman matrix.


Applications

It is used to analyse discrete dynamical systems by finding a new coordinate system in which the system (orbit) generated by ''h''(''x'') looks simpler, a mere dilation. More specifically, a system for which a discrete unit time step amounts to , can have its smooth
orbit In celestial mechanics, an orbit is the curved trajectory of an object such as the trajectory of a planet around a star, or of a natural satellite around a planet, or of an artificial satellite around an object or position in space such a ...
(or
flow Flow may refer to: Science and technology * Fluid flow, the motion of a gas or liquid * Flow (geomorphology), a type of mass wasting or slope movement in geomorphology * Flow (mathematics), a group action of the real numbers on a set * Flow (psych ...
) reconstructed from the solution of the above Schröder's equation, its conjugacy equation. That is, . In general, ''all of its functional iterates'' (its ''regular iteration group'', see
iterated function In mathematics, an iterated function is a function (that is, a function from some set to itself) which is obtained by composing another function with itself a certain number of times. The process of repeatedly applying the same function ...
) are provided by the orbit for real — not necessarily positive or integer. (Thus a full continuous group.) The set of , i.e., of all positive integer iterates of (
semigroup In mathematics, a semigroup is an algebraic structure consisting of a Set (mathematics), set together with an associative internal binary operation on it. The binary operation of a semigroup is most often denoted multiplication, multiplicatively ...
) is called the ''splinter'' (or Picard sequence) of . However, ''all iterates'' (fractional, infinitesimal, or negative) of are likewise specified through the coordinate transformation determined to solve Schröder's equation: a holographic continuous interpolation of the initial discrete recursion has been constructed; in effect, the entire
orbit In celestial mechanics, an orbit is the curved trajectory of an object such as the trajectory of a planet around a star, or of a natural satellite around a planet, or of an artificial satellite around an object or position in space such a ...
. For instance, the functional square root is , so that , and so on. For example, special cases of the
logistic map The logistic map is a polynomial mapping (equivalently, recurrence relation) of degree 2, often referred to as an archetypal example of how complex, chaotic behaviour can arise from very simple non-linear dynamical equations. The map was popula ...
such as the chaotic case were already worked out by Schröder in his original article (p. 306), : , , and hence . In fact, this solution is seen to result as motion dictated by a sequence of switchback potentials, , a generic feature of continuous iterates effected by Schröder's equation. A nonchaotic case he also illustrated with his method, , yields : , and hence . Likewise, for the Beverton–Holt model, , one readily finds , so that See equations 41, 42. : h_t(x)= \Psi^\big(2^ \Psi(x)\big) = \frac.


See also

* Böttcher's equation


References

{{DEFAULTSORT:Schroder's equation Functional equations Mathematical physics