Fractals Self Similarity and Fractal Geometry presented by Pauline - - PowerPoint PPT Presentation
Fractals Self Similarity and Fractal Geometry presented by Pauline - - PowerPoint PPT Presentation
Fractals Self Similarity and Fractal Geometry presented by Pauline Jepp 601.73 Biological Computing Overview History Initial Monsters Details Fractals in Nature Brownian Motion L-systems Fractals defined by linear algebra operators
Overview
History Initial Monsters Details Fractals in Nature Brownian Motion L-systems Fractals defined by linear algebra operators Non-linear fractals
History
Euclid's 5 postulates:
- 1. To draw a straight line from any point to any other.
- 2. To produce a finite straight line continuously in a straight line.
- 3. To describe a circle with any centre and distance.
- 4. That all right angles are equal to each other.
- 5. That, if a straight line falling on two straight lines make the interior angles on the same
side less than two right angles, if produced indefinitely, meet on that side on which are the angles less than the two right angles.
History
Euclid ~ "formless" patterns Mandlebrot's Fractals
"Pathological" "gallery of monsters" In 1875:
Continuous non-differentiable functions, ie no tangent
La Femme Au Miroir 1920 Leger, Fernand
Initial Monsters
1878 Cantor's set 1890 Peano's space filling curves
Initial Monsters
1906 Koch curve 1960 Sierpinski's triangle
Details
Fractals :
are self similar fractal dimension
A square may be broken into N^2 self-similar pieces, each with magnification factor N
Details
Effective dimension
Mandlebrot: " ... a notion that should not be defined precisely. It is an intuitive and potent throwback to the Pythagoreans' archaic Greek geometry"
How long is the coast of Britain?
Steinhaus 1954, Richardson 1961
Brownian Motion
Robert Brown 1827 Jean Perrin 1906
Diffusion-limited aggregation
L-Systems and Fractal Growth
Packing efficiency Axiom & production rules
Axiom: B Rules: B->F[-B]+B F->FF B F[-B]+B FF[-F[-B]+B]+F[-B]+B
L-Systems and Fractal Growth
Turtle graphics
Seymour Papert
L-Systems and Fractal Growth
L-Systems and Fractal Growth
L-Systems and Fractal Growth
Affine Transformation Fractals
"It has a miniature version of itself embedded inside it, but the smaller version is slightly rotated." Transofrmations: translation, scale, reflection rotation
Affine Transformation Fractals
Michael Barnsley Multiple Reduction Copy Machine Algorithm (MRCM)
Affine Transformation Fractals
Multiple Reduction Copy Machine Algorithm (MRCM)
Affine Transformation Fractals
Iterated Functional Systems (IFS)
Affine Transformation Fractals
Iterated Functional Systems (IFS)
Affine Transformation Fractals
Iterated Functional Systems (IFS)
Affine Transformation Fractals
Iterated Functional Systems (IFS)
The Mandelbrot & Julia sets
Iterative Dynamical Systems
The Mandelbrot & Julia sets
For each number, c, in a subset of the complex plane Set x0 = 0 For t = 1 to tmax Compute xt = x2
t + c
If t< tmax, then colour point c white If t = tmax, then colour point c black
The Mandelbrot & Julia sets
The Mandelbrot & Julia sets
M-Set and computability
cardoid: x = 1/4(2 cos t - cos 2t ) y = 1/4(2 sint t - sin 2 t )
The Mandelbrot & Julia sets
The M-Set as the Master Julia set.
Set c to some constant complex value For each number, x0 in a subset of the complex plane For t = 1 to tmax Compute xt = xt
2 + c
If |xt| > 2 then break out of loop If t < tmax then colour point c white It t = tmax thencolour point c black