Chaos Theory The theory of non-linear functions, such that small differences in the input of the function can result in large and unpredictable differences.

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Presentation transcript:

An Investigation of Chaos Theory Using Supercomputer Techniques Bryan Ward

Chaos Theory The theory of non-linear functions, such that small differences in the input of the function can result in large and unpredictable differences in the output. Seen all over the world: Weather Stock Market Physics

Fractals A mathematically generated pattern that is reproducible at any magnification or reduction. An example mathematical chaotic system

Julia Set Complex recursive equation z(n+1) = z(n)^2 + C C constant, z(0) based on point

Mandelbrot Set Complex recursive equation z(n+1) = z(n)^2 + C z(0) = 0, C based on point Set of all Julia set fractals

Supercomputing Fractal images are “Embarrassingly parallel” and thus lend themselves to supercomputing and the Message Passing Interface (MPI) In the case of the Julia set video, processors can share the load by generating different frames Each pixel can be calculated independently, processors split the image and calculate portions.