Complex quadratic polynomial explained

A complex quadratic polynomial is a quadratic polynomial whose coefficients and variable are complex numbers.

Properties

Quadratic polynomials have the following properties, regardless of the form:

Forms

When the quadratic polynomial has only one variable (univariate), one can distinguish its four main forms:

f(x)=a2x2+a1x+a0

where

a2\ne0

fr(x)=rx(1-x)

f\theta(x)=x2x

which has an indifferent fixed point with multiplier

λ=e2

at the origin[2]

fc(x)=x2+c

The monic and centered form has been studied extensively, and has the following properties:

The lambda form

fλ(z)=z2z

is:

z\mapstoλz

Conjugation

Between forms

Since

fc(x)

is affine conjugate to the general form of the quadratic polynomial it is often used to study complex dynamics and to create images of Mandelbrot, Julia and Fatou sets.

When one wants change from

\theta

to

c

:[2]

c=c(\theta)=

e2
2

\left(1-

e2
2

\right).

When one wants change from

r

to

c

, the parameter transformation is[5]

c=c(r)=

1-(r-1)2
4

=-

r\left(
2
r-2
2

\right)

and the transformation between the variables in

zt+1

2+c
=z
t
and

xt+1=rxt(1-xt)

is
z=r\left(1
2

-x\right).

With doubling map

There is semi-conjugacy between the dyadic transformation (the doubling map) and the quadratic polynomial case of c = –2.

Notation

Iteration

Here

fn

denotes the n-th iterate of the function

f

:
n(z)
f
c

=

n-1
f
c

(z))

so

zn=

n(z
f
0).

Because of the possible confusion with exponentiation, some authors write

f\circ

for the nth iterate of

f

.

Parameter

The monic and centered form

fc(x)=x2+c

can be marked by:

c

\theta

of the ray that lands:

so :

fc=f\theta

c=c({\theta})

Examples:

z\toz2+i

(where i^2=-1)

z\toz2+c

with

c=-1.23922555538957+0.412602181602004*i

Map

The monic and centered form, sometimes called the Douady-Hubbard family of quadratic polynomials,[6] is typically used with variable

z

and parameter

c

:

fc(z)=z2+c.

When it is used as an evolution function of the discrete nonlinear dynamical system

zn+1=fc(zn)

it is named the quadratic map:[7]

fc:z\toz2+c.

The Mandelbrot set is the set of values of the parameter c for which the initial condition z0 = 0 does not cause the iterates to diverge to infinity.

Critical items

Critical points

complex plane

A critical point of

fc

is a point

zcr

on the dynamical plane such that the derivative vanishes:

fc'(zcr)=0.

Since

fc'(z)=

d
dz

fc(z)=2z

implies

zcr=0,

we see that the only (finite) critical point of

fc

is the point

zcr=0

.

z0

is an initial point for Mandelbrot set iteration.[8]

For the quadratic family

2+c
f
c(z)=z
the critical point z = 0 is the center of symmetry of the Julia set Jc, so it is a convex combination of two points in Jc.[9]

extended complex plane

In the Riemann sphere polynomial has 2d-2 critical points. Here zero and infinity are critical points.

Critical value

A critical value

zcv

of

fc

is the image of a critical point:

zcv=fc(zcr)

Since

zcr=0

we have

zcv=c

So the parameter

c

is the critical value of

fc(z)

.

Critical level curves

A critical level curve the level curve which contain critical point. It acts as a sort of skeleton[10] of dynamical plane

Example : level curves cross at saddle point, which is a special type of critical point.

Critical limit set

Critical limit set is the set of forward orbit of all critical points

Critical orbit

The forward orbit of a critical point is called a critical orbit. Critical orbits are very important because every attracting periodic orbit attracts a critical point, so studying the critical orbits helps us understand the dynamics in the Fatou set.[11] [12] [13]

z0=zcr=0

z1=fc(z0)=c

z2=fc(z1)=c2+c

z3=fc(z2)=(c2+c)2+c

\vdots

This orbit falls into an attracting periodic cycle if one exists.

Critical sector

The critical sector is a sector of the dynamical plane containing the critical point.

Critical set

Critical set is a set of critical points

Critical polynomial

Pn(c)=

n(z
f
cr

)=

n(0)
f
c

so

P0(c)=0

P1(c)=c

P2(c)=c2+c

P3(c)=(c2+c)2+c

These polynomials are used for:

centers=\{c:Pn(c)=0\}

Pn(c)

)

Mn,k=\{c:Pk(c)=Pk+n(c)\}

Critical curves

Diagrams of critical polynomials are called critical curves.[14]

These curves create the skeleton (the dark lines) of a bifurcation diagram.[15] [16]

Spaces, planes

4D space

One can use the Julia-Mandelbrot 4-dimensional (4D) space for a global analysis of this dynamical system.[17] In this space there are two basic types of 2D planes:

fc

-plane or c-plane

There is also another plane used to analyze such dynamical systems w-plane:

2D Parameter plane

The phase space of a quadratic map is called its parameter plane. Here:

z0=zcr

is constant and

c

is variable.

There is no dynamics here. It is only a set of parameter values. There are no orbits on the parameter plane.

The parameter plane consists of:

There are many different subtypes of the parameter plane.[21] [22]

See also :

2D Dynamical plane

"The polynomial Pc maps each dynamical ray to another ray doubling the angle (which we measure in full turns, i.e. 0 = 1 = 2π rad = 360°), and the dynamical rays of any polynomial "look like straight rays" near infinity. This allows us to study the Mandelbrot and Julia sets combinatorially, replacing the dynamical plane by the unit circle, rays by angles, and the quadratic polynomial by the doubling modulo one map." Virpi Kauko[23]
On the dynamical plane one can find:

The dynamical plane consists of:

Here,

c

is a constant and

z

is a variable.

The two-dimensional dynamical plane can be treated as a Poincaré cross-section of three-dimensional space of continuous dynamical system.[24] [25]

Dynamical z-planes can be divided into two groups:

f0

plane for

c=0

(see complex squaring map)

fc

planes (all other planes for

c\ne0

)

Riemann sphere

The extended complex plane plus a point at infinity

Derivatives

First derivative with respect to c

On the parameter plane:

c

is a variable

z0=0

is constant

The first derivative of

n(z
f
0)
with respect to c is

zn'=

d
dc
n(z
f
0).

This derivative can be found by iteration starting with

z0'=

d
dc
0(z
f
0)

=1

and then replacing at every consecutive step

zn+1'=

d
dc
n+1
f
c

(z0)=

n(z)d
dc
2 ⋅ {}f
c
n(z
f
0)

+1=2znzn'+1.

This can easily be verified by using the chain rule for the derivative.

This derivative is used in the distance estimation method for drawing a Mandelbrot set.

First derivative with respect to z

On the dynamical plane:

z

is a variable;

c

is a constant.

At a fixed point

z0

,

fc'(z0)=

d
dz

fc(z0)=2z0.

At a periodic point z0 of period p the first derivative of a function

p)'(z
(f
0)

=

d
dz
p(z
f
0)

=

p-1
\prod
i=0

fc'(zi)=2p

p-1
\prod
i=0

zi=λ

is often represented by

λ

and referred to as the multiplier or the Lyapunov characteristic number. Its logarithm is known as the Lyapunov exponent. Absolute value of multiplier is used to check the stability of periodic (also fixed) points.

At a nonperiodic point, the derivative, denoted by

z'n

, can be found by iteration starting with

z'0=1,

and then using

z'n=2*zn-1*z'n-1.

This derivative is used for computing the external distance to the Julia set.

Schwarzian derivative

The Schwarzian derivative (SD for short) of f is:[26]

(Sf)(z)=

f'''(z)
f'(z)

-

3
2

\left(

f''(z)
f'(z)

\right)2.

See also

External links

Notes and References

  1. math/9305207 . Poirier . Alfredo . On postcritically finite polynomials, part 1: Critical portraits . 1993 .
  2. Web site: Michael Yampolsky, Saeed Zakeri : Mating Siegel quadratic polynomials..
  3. [Bodil Branner]
  4. Dynamical Systems and Small Divisors, Editors: Stefano Marmi, Jean-Christophe Yoccoz, page 46
  5. Web site: Show that the familiar logistic map $x_ = sx_n(1 - x_n)$, can be recoded into the form $x_ = x_n^2 + c$.. Mathematics Stack Exchange.
  6. http://qcpages.qc.cuny.edu/~yjiang/HomePageYJ/Download/2004MandLocConn.pdf Yunping Jing : Local connectivity of the Mandelbrot set at certain infinitely renormalizable points
  7. Web site: Quadratic Map. Eric W.. Weisstein. mathworld.wolfram.com.
  8. http://mathesim.degruyter.de/jws_en/show_simulation.php?id=1052&type=RoessMa&lang=en Java program by Dieter Röß showing result of changing initial point of Mandelbrot iterations
  9. Web site: Convex Julia sets. MathOverflow.
  10. Conformal equivalence of analytic functions on compact sets. Trevor. Richards. 11 May 2015. math.CV . 1505.02671v1.
  11. http://www.iec.csic.es/~miguel/miguel.html M. Romera
  12. https://web.archive.org/web/20041031082406/http://myweb.cwpost.liu.edu/aburns/index.html Burns A M
  13. Web site: Khan Academy. Khan Academy.
  14. The Road to Chaos is Filled with Polynomial Curvesby Richard D. Neidinger and R. John Annen III. American Mathematical Monthly, Vol. 103, No. 8, October 1996, pp. 640–653
  15. Book: Hao , Bailin . Bailin Hao . Elementary Symbolic Dynamics and Chaos in Dissipative Systems . . 1989 . 9971-5-0682-3 . 2 December 2009 . https://web.archive.org/web/20091205014855/http://power.itp.ac.cn/~hao/ . 5 December 2009 . dead .
  16. Web site: M. Romera, G. Pastor and F. Montoya, "Misiurewicz points in one-dimensional quadratic maps", Physica A, 232 (1996), 517-535. Preprint. https://web.archive.org/web/20061002202249/http://www.iec.csic.es/~gerardo/publica/Romera96b.pdf. dead. 2 October 2006.
  17. Web site: Julia-Mandelbrot Space, Mu-Ency at MROB. www.mrob.com.
  18. Carleson, Lennart, Gamelin, Theodore W.: Complex Dynamics Series: Universitext, Subseries: Universitext: Tracts in Mathematics, 1st ed. 1993. Corr. 2nd printing, 1996, IX, 192 p. 28 illus.,
  19. Holomorphic motions and puzzels by P Roesch
  20. Bifurcation Loci of Exponential Maps and Quadratic Polynomials: Local Connectivity, Triviality of Fibers, and Density of Hyperbolicity. Lasse. Rempe. Dierk. Schleicher. 12 May 2008. math.DS . 0805.1658.
  21. Web site: Julia and Mandelbrot sets, alternate planes. aleph0.clarku.edu.
  22. Web site: Exponential Map, Mu-Ency at MROB. mrob.com.
  23. http://matwbn.icm.edu.pl/ksiazki/fm/fm164/fm16413.pdf Trees of visible components in the Mandelbrot set by Virpi K a u k o, FUNDAM E N TA MATHEMATICAE 164 (2000)
  24. Web site: The Mandelbrot Set is named after mathematician Benoit B. www.sgtnd.narod.ru.
  25. http://www.scholarpedia.org/article/Periodic_orbit#Stability_of_a_Periodic_Orbit|Jeff Moehlis, Kresimir Josic, Eric T. Shea-Brown (2006) Periodic orbit. Scholarpedia
  26. Web site: Lecture Notes | Mathematical Exposition | Mathematics. MIT OpenCourseWare.