Structured Chaos: Using Mata and Stata to Draw Fractals

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Presentation transcript:

Structured Chaos: Using Mata and Stata to Draw Fractals Seth Lirette, MS

Inspiration

Types Of Fractals

Escape-time Fractals Mandelbrot Set Burning Ship Fractal Julia Sets Formula iteration in the complex plane Iterate many times If doesn’t diverge to infinity, it belongs in the set and you mark it. Otherwise, color the point depending on how fast it escapes to infinity. Mandelbrot Set Burning Ship Fractal Julia Sets

Iterated Function Systems (IFS) Draw a shape Replace that shape with another shape, iteratively Barnsley Fern Koch Snowflake Peano Curve

Lindenmayer Systems (L-systems) Different “Language” A form of string rewiring Starts with an axiom and has a set of production rules Dragon Curve Levy Curve

Strange Attractors Double Scroll Attractor Rossler Attractor Solutions of intial-value differential equations that exhibit chaos Double Scroll Attractor Rossler Attractor Lorenz Attractor

mata + Examples

The set M of all points c such that the sequence Mandelbrot Set The set M of all points c such that the sequence z → z2 + c does not go to infinity.

Mandelbrot Set

Barnsley Fern Created by Michael Barnsley in his book Fractals Everywhere. Defined by four transformations 𝑓 1 𝑥,𝑦 = 0.00 0.00 0.00 0.16 𝑥 𝑦 Black Spleenwort 𝑓 2 𝑥,𝑦 = 0.85 0.04 −0.04 0.85 𝑥 𝑦 + 0.00 1.60 𝑓 3 𝑥,𝑦 = 0.20 −0.26 0.23 0.22 𝑥 𝑦 + 0.00 1.60 𝑓 4 𝑥,𝑦 = −0.15 0.28 0.26 0.24 𝑥 𝑦 + 0.00 0.44 with assigned probabilities: 𝑝= 0.01 0.85 0.07 0.07

Barnsley Fern

Koch Snowflake Based on the Koch curve, described in the 1904 paper “On a continuous curve without tangents, constructible from elementary geometry” by Helge von Koch Construction: (1) Draw an equilateral triangle; (2) Replace the middle third of each line segment with an equilateral triangle; (3) Iterate

Koch Snowflake

Dragon Curve First investigated by NASA physicists John Heighway, Bruce Banks, and William Harter. Construction as an L-system: Start: FX Rule: (X  X + YF), (Y  FX – Y) Angle: 90o Where: F = “draw forward” - = “turn left 90o” + = “turn right 90o”

Dragon Curve

Lorenz Attractor Plots the “Lorenz System” of ordinary differential equations: 𝑑𝑥 𝑑𝑡 =𝑎 𝑦−𝑥 𝑑𝑦 𝑑𝑡 =𝑥 𝑏−𝑧 −𝑦 𝑑𝑧 𝑑𝑡 =𝑥𝑦−𝑐𝑧

Lorenz Attractor

Finite Subdivisions Random Fractals Sierpinski Triangle Cantor Set Random Fractals Brownian Motion Levy Flight

Thank You