Fractals: A Visual Display of Mathematics

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Presentation transcript:

Fractals: A Visual Display of Mathematics Laura, Molly, Montana

Intro: Fractals are infinite patterns that look similar at all levels of magnification and exist between the normal dimensions.

Topics: A Brief History How Fractals Work with Linear Algebra Types of Fractal Sets Fractals in Nature

Relationship of Fractals and Linear Algebra Fractals can be created by using affine transformations An affine transformation is comprised of a linear mapping/transformation and a translation Affine transformations Are a function between affine spaces which preserves points, straight lines, and planes Allow parallel lines to remain parallel Do not need to map origin to origin Examples: translation, reflection, shear mapping, rotation

Affine Transformation Example In R2, the transformation from the red triangle to the blue is given by this matrix

History Self-similarity: the property of having a substructure analagous or identical to an overall structure. Liebniz 17th century Weierstrauss 19th century Sierpinski 19th century Koch 19th century

Hausdorff Dimension Measures roughness Integer dimensions Single point = 0 Line = 1 Square = 2 Cube = 3 Non-Integer Dimensions Sierpinski Triangle = 1.58 Koch Curve = 1.26 Dimension = log (number of self-similar pieces) log (magnification factor)

Benoit Mandelbrot Heinz-Otto Peitgen Loren Carpenter coined and defined the term fractal which stems from the Latin word “fractus” and means “to break” and “irregular” defined fractals to be a set for which the Hausdorff dimension strictly exceeds the topological dimension D > DT Cantor set: D = log(2)/log(3) ~ 0.6309 > 0 = DT Koch curve: D = log(4)/log(3) ~ 1.2618 > 1 = DT Heinz-Otto Peitgen Worked to visualize fractals using computers University of Utah computer science equipment 1980s Loren Carpenter Mandelbrot book inspired the idea to use fractals to create computer-generated landscapes

Wrath of Khan - Genesis Effect

How they work Self-similarity as a result of affine transformations Recursion to compute these transformations

Koch Curve Curve gets longer and each section more complex and jagged Bounded curve of infinite length Only possible with fractals

Mandelbrot Set Computed in the complex plane (utilizing imaginary numbers) C = a +bi Just a few simple lines of recursive code Mandelbrot set demo

Iteration: 5 Iteration: 10 Iteration: 15 Iteration: 20

Mandelbrot set The Mandelbrot set is the black section in the center of the picture. The color of the pixels outside indicate how many iterations it took for each of those pixels until the distance between that point and the origin exceed the square root of 5, and it is considered outside of the set.

Types of Fractals Sierpinski Triangle Koch Galaxies

Sierpinski Triangle Sierpinski Triangle was named after Waclaw Sierpinski, who is a famous mathematician based in Poland. The basic idea of creating this type of triangle is through the use of recursion. The process is recursively dividing a triangle into smaller divisions of triangles creating an image composed of triangles within each other and layered next to each other. However, an important idea of this fractal is the main and largest triangle is upward and the rest of the triangles within the largest triangle are upside down. All of the triangles drawn within the largest one must have corners touching the midpoint of the triangles surrounding them.

http://ecademy.agnesscott.edu/~lriddle/ifs/siertri/siertri.htm

SIERPINSKI TRIANGLE Iteration: 0 Iteration: 1 Iteration: 2 . . . . . Iteration: 4 Iteration: 5 Iteration: 6

Koch Koch was originally visualized by Helge von Koch. Recursion curve with triangle like formations branching off from one another. The inside of the shapes tend to stay hollow with only the outer layer showing. There is a specific formation pattern for this fractal. In order to create this fractal, an equilateral triangle must become the starting point. Every side of the triangle is split into thirds, and the middle third is replaced with another equilateral triangle. The splitting and replacing becomes recursive. Every equilateral triangle will go through this effect until the recursion loop stops.

THE KOCH TRIANGLE Iteration: 0 Iteration: 1 Iteration: 2 Iteration: 3

The example specifically involves the shape of a snowflake koch found on the website: http://mathworld.wolfram.com/KochSnowflake.html. The snowflake pattern involves using triangles in a different pattern described above but the same recursive method and use of triangles.

Galaxies Galaxies are widely speculated to be a fractal like pattern. There is no factual evidence that proves this theory, but observations and education hypothesis create very convincing arguments supporting this theory. The clusters within the sky from stars, meteorites, and the mysteries of space bring a fractal like formation to the galaxy. Our specific galaxy has the sun and planets revolving around it. There are galaxies similar to our galaxy out there in the universe. The similarities in the galaxies is evidence of the fractal patterns.

https://www. newscientist https://www.newscientist.com/article/dn14200-galaxy-map-hints-at-fractal-universe/

Fractals in Nature Many geographic features are the result of fractal patterns—mountains, coastlines, rivers, canyons, etc. To the right is an aerial view of the Himalayas. The movement of the tectonic plates forms the mountains with fractal trends.

Fractals in Nature Romanesco, the cousin of broccoli, is a great example of fractal patterns in nature. It is a natural representation of the Fibonacci or golden spiral, a logarithmic spiral where every quarter turn is farther from the origin by a factor of phi, the golden ratio

SHOW THE TREE CODING DEMO

Fractals in Nature The weather puts on fantastic displays of fractals in cloud, lightning, hurricanes, and more.

Fractals in Nature The study of fractals opened up a whole new world in regard to the study of the human body. Fractals are everywhere inside of us. Kidneys, blood vessels, lungs, even our brain exhibit fractal formations.