Principle
Fractal images as shown here are donegenerating a number sequence for a complex number
with a generation function.
Dependent on the properties of the sequence a color is assigned to the number, for which the sequence has been generated.
Simple properties of a sequence are getting bigger and bigger, not getting bigger and bigger and the repetition of values.
Mapping of a complex number to a pixel of an image
A complex number c is just a pair of real numbers, the real part (re) and the imaginary part (im): c = (re,im).This pair (re,im) can be shown graphically in an image, where you map (re,im) to a pixel of the image:
Complex number c = (re,im) --> pixel (i,j)
Generating a sequence for c
You generate a sequence z0, z1, z2, z3, z4,...by evaluating a generation function f(z,c):
z0 = s ----- start value s is assigned to z0
z1 = f(z0,c)
z2 = f(z1,c)
z3 = f(z2,c)
Depending on the properties of the sequence you assign a color to your pixel.
Do this for all pixels of your image and you get a fractal image.
The second part of the math basics you can find in: Banach fixed point theorem and dynamical systems
The third part of the math basics you can find in: What about the real world?