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Self-similarity and fractals


1. Self-similarity and fractals

2. Fractals

3. Fractals
A fractal is a self-similar object. What does it mean to be self-similar? In general:

4. Fractal tree and branches
Animated treeA tree branch looks like a little tree.

5. Clouds
A part of a cloud looks like a cloud.

6. Mountains
A part of a mountain looks like a mountain. To get a lake, just put a flat surface at a given elevation.

7. Lightning
Lightning bolts? Or fractal fog? Or ocean waves?
Related concepts include Brownian/random motion.

8. Ferns
A part of a fern looks like a fern. And so on.

9. Barnsley fern
The Barnsley fern uses IFS (Iterated Function Systems) to create realistic fractals.

The same techniques are the basis of fractal compression methods.

As one increases the detail, one can descend into the fractal - in what can appear like forever - infinite descent.

10. Fractal: Endless coastline
Koch descentFractals are self-similar objects. As one zooms in on a fractal, it can appear endless.

11. Mandelbrot set zoom
Where else do we see concepts of self-similarity?

12. Koch coastline

13. Step 0
0Start with a straight line as the base case.

14. Step 1
0Divide the line segment in into three parts.

15. Step 2
0Extend the middle segment. Here are the base and step cases. The fractional dimension in log(4/3).

16. Step 3
0Now do the same for the step case to get the next step case.

17. Step 4
0Continue in the same manner.

18. Step 5
0Continue in the same manner.

19. Step 6
0Continue in the same manner.

20. Step 7
0Continue in the same manner.

21. Step 8
0In the limit, the length of the coastline is infinite, continuous (connected), but nowhere differentiable (smooth), what mathematicians call a "monster curve". Note: A simple recursive procedure can draw the entire curve.

22. Length of fractals
The length of a fractal is infinite. In practice, one stops at a certain point.

The measured length of coastlines has varied depending on measurement scale.

23. Koch coastline
Koch coastlinesRemember the Koch coastline?

What happens if we change the step case, at each step, to add some randomness.

To do so, flip a coin.

24. Randomized coastline
Randomized Koch coastlineImagine this as a coastline. More real looking, right. You can see the inlets and protruding islands. But simple to generate. That's the beauty of fractals.

25. Realistic coastline
Randomized and colored Koch coastlineColor shading makes the computer-generated coastline look more realistic.

26. Koch islands
Here are four variations of a simple Koch island.

This one randomization at each step results in a somewhat realistic island outline.

In practice, many parameters can be varied and randomized.

Koch coastline

27. Benoit Mandelbrot

28. Benoit Mandelbrot
Benoit Mandelbrot (1924-2010) discovered and popularized the concept of fractals, and coined the word from the Latin "fractus".

When first introduced, many mathematicians did not consider his work mathematics.

29. The Fractal Geometry of Nature
The Fractal Geometry of NatureBenoit Mandelbrot's book, The Fractal Geometry of Nature (1983, revisions since), introduced me to the world of fractals.

Others, such as Lauren Carpenter took notice of his work.

30. Lauren Carpenter
Lauren Carpenter, then working for Boeing in Seattle, used the new fractal concepts to develop realistic animated natural scenery for flight simulators and marketing materials.

31. The force
He left to work at Lucasfilm's computer division to help develop animated landscapes, lave flows, etc.,

including animations for Star Wars, Star Trek, etc.

32. Lucasfilm
The Lucasfilm's computer division would become Pixar.

The rocket scene from Toy Story 1 shows animated trees in the background.

33. Toy Story
Toy StoryToy Story trivia: How might a programmer create hundreds of trees and millions of leaves?

34. End of page

35. Acronyms and/or initialisms for this page