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David Chan

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Build a Fractal Dimension -Measure the Fractal Dimension of different objects ... Cantor's Middle Thirds Set. L-systems. Example: Start off with a rule. F FF(LF)(RF) ... – PowerPoint PPT presentation

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Title: David Chan


1
--and what can you do with it in class?
David Chan TCM 2004
2
Outline
  • What are Fractals?
  • -Build a Fractal Dimension
  • -Measure the Fractal Dimension of different
    objects
  • How are Fractals constructed?
  • -Basic Fractals and their properties
  • -L-systems and Function Composition/Iteration
  • -Derivatives and the Complex Plane
  • Summary

3
What is a Fractal?
  • A rough, fragmented geometric shape that can be
    subdivided in parts, each of which is (at least
    approximately) a reduced/size copy of the
    whole.Benoit Mandelbrot
  • (Mathematical) A set of points whose fractal
  • dimension exceeds its topological dimension.
  • An object whose dimension is not an integer.

4
Examples
5
Fractal Dimension
  • Can we construct one?

Hint Because Fractals have a self-similarity Prop
erty, we can use boxes to measure their Dimension.
Hint(2) Look at a ratio of number of boxes to
the size of the boxes.
Hint(last) Look at the ratio of some function of
the number of boxes to the size of the boxes
6
Fractal Dimension?
  • Try some basic objects.
  • Try some fractal objects!
  • Does it make sense?
  • Oh well, try again.
  • Due to time constraints the answer is

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Dimension (cont.)
Box dimension is calculated using
where N(d,F) is the smallest number of sets of
diameter d which can cover F.
9
How are fractals constructed?
  • Geometrical Process
  • Function Composition
  • Function Attractors

10
Koch Snowflake
11
Sierpinskis Triangle
12
Cantors Middle Thirds Set

13
L-systems
Example
  • Start off with a rule

F?FF(LF)(RF)
  • And an initial string

F
  • Then compose/iterate

14
F
FF(RF)(LF)
FF(RF)(LF) FF(RF)(LF)(R FF(RF)(LF))(L FF(RF)(LF))
FF(RF)(LF) FF(RF)(LF)(R FF(RF)(LF))(L FF(RF)(LF))
FF(RF)(LF) FF(RF)(LF)(R FF(RF)(LF)) (L
FF(RF)(LF))(R FF(RF)(LF) FF(RF)(LF)(R
FF(RF)(LF))(L FF(RF)(LF)))(L FF(RF)(LF)FF(RF)(LF)
(R FF(RF)(LF))(L FF(RF)(LF))
FF(RF)(LF)FF(RF)(LF)(RFF(RF)(LF))(LFF(RF)(LF))FF(
RF)(LF)FF(RF)(LF)(RFF(RF)(LF))(LFF(RF)(LF))(RFF(RF
)(LF)FF(RF)(LF)(RFF(RF)(LF)) (LFF(RF)(LF)))(LFF(RF
)(LF)FF(RF)(LF)(RFF(RF)(LF))(LFF(RF)(LF)))FF(RF)(L
F)FF(RF)(LF)(RFF(RF)(LF))(LFF(RF)(LF))FF(RF)(LF)FF
(RF)(LF) (RFF(RF)(LF))(LFF(RF)(LF))(RFF(RF)(LF)FF(
RF)(LF)(RFF(RF)(LF))(LFF(RF)(LF)))(LFF(RF)(LF)FF(R
F)(LF)(RFF(RF)(LF))(LFF(RF)(LF)))(RFF(RF) (LF)FF(R
F)(LF)(RFF(RF)(LF))(LFF(RF)(LF))FF(RF)(LF)FF(RF)(L
F)(RFF(RF)(LF))(LFF(RF)(LF))(RFF(RF)(LF)FF(RF)(LF)
(RFF(RF)(LF))(LFF(RF) (LF)))(LFF(RF)(LF)FF(RF)(LF)
(RFF(RF)(LF))(LFF(RF)(LF))))(LFF(RF)(LF)FF(RF)(LF)
(RFF(RF)(LF))(LFF(RF)(LF))FF(RF)(LF)FF(RF)(LF)(RFF
(RF) (LF))(LFF(RF)(LF))(RFF(RF)(LF)FF(RF)(LF)(RFF(
RF)(LF))(LFF(RF)(LF)))(LFF(RF)(LF)FF(RF)(LF)(RFF(R
F)(LF))(LFF(RF)(LF))))
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Attractors
  • When a function, say , is iterated
    starting with some value, say , then an orbit
    is created. This orbit, or sequence, is written
    as

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  • Under certain conditions, orbit can converge (or
    limit on) a particular set of point(s). These
    sets are called attractors.

Types of attractors
  • Fixed points
  • Periodic orbits
  • Strange attractors

19
An Example of systems that give attractors
Chaos Game
http//www.shodor.org/interactive/activities/chaos
game
20
Examples of keeping track of attractors
  • Julia Sets

Mandelbrot Sets
21
-Everyones favorite curved function
-Complex Plane
-Complex Arithmetic
-Graphing Complex Functions
-Complex DERIVATIVES!
22
COMPLEX DERIVATIVES!
  • Definition For a complex function F(z), we
    define its complex derivative, F(z), to be

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Summary
  • Algebra/Geometry-Look at fractals and do simple
    calculations. Play with the Chaos game.
  • Precalculus-Shifting/Stretching pictures,
  • L-systems and composition, and do some
  • numerical experiments.
  • Calculus-Talk about attractors and complex
  • differentiation.
  • Beyond Calculus-Proofs, write programs to
  • create fractals.
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