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Published byImogen Butler Modified over 9 years ago
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Some Fractals and Fractal Dimensions
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The Cantor set: we take a line segment, and remove the middle third. For each remaining piece, we again remove the middle third, and continue indefinitely.
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To calculate the fractal / Hausdorff / capacity / box-counting dimension, we see how many boxes (circles) of diameter 1/r^n we need to cover the set (in this case, we will use r = 3, since it fits nicely).
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D = Lim(log(N r )/log(1/r)) = log(2) / log(3) rNrNr 11 1/32 1/3^22^2 1/3^32^3 1/3^n2^n
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The Koch snowflake: We start with an equilateral triangle. We duplicate the middle third of each side, forming a smaller equilateral triangle. We repeat the process.
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To calculate the fractal / Hausdorff / capacity / box-counting dimension, we again see how many boxes (circles) of diameter (again)1/3^n we need to cover the set.
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D = Lim(log(N r )/log(1/r)) = log(4) / log(3) rNrNr 13 1/33 * 4 1/3^23 * 4^2 1/3^33 * 4^3 1/3^n3 * 4^n
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The Sierpinski carpet: We start with a square. We remove the middle square with side one third. For each of the remaining squares of side one third, remove the central square. We repeat the process.
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D = Lim(log(N r )/log(1/r)) = log(8) / log(3) rNrNr 11 1/38 1/3^28^2 1/3^38^3 1/3^n8^n
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The Sierpinski gasket: we do a similar process with an equilateral triangle, removing a central triangle. (Note: we could also do a similar thing taking cubes out of a larger cube -- the Sierpinski sponge -- but it’s hard to draw :-)
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D = Lim(log(N r )/log(1/r)) = log(3) / log(2) rNrNr 11 1/23 1/2^23^2 1/2^33^3 1/2^n3^n
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We can also remove other shapes.
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D = Lim(log(N r )/log(1/r)) = log(4) / log(4) = 1 rNrNr 11 1/44 1/4^24^2 1/4^34^3 1/4^n4^n
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D = Lim(log(N r )/log(1/r)) = log(3) / log(3) = 1 rNrNr 11 1/33 1/3^23^2 1/3^33^3 1/3^n3^n
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