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Exploration of Genetic Algorithm

This project was an exploration into Genetic Algorithm use in generating images. Given an image and a set number of circles can we approximate the image?

Mandlebrot Set

Method

We utilized a pool of individual circles and performed crossover and mutations for several generations. The best circle was found, then the process was repeated.

This was performed on some simple images to ensure it was working correctly:

test test0

Then we performed tests on more complicated images:

Mona Lisa k Iron Man

Progression & Results

Mona Lisa

Mona Lisa

k

k

Iron Man

Iron Man

Mandlebrot Set

Mandlebrot Set

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Natural Computing Genetic Algorithm for evolving an image using circles

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