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Published byRuby Gilmore Modified over 9 years ago
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Fractional Dimensions, Strange Attractors & Chaos
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Old Familiar Faces Dimensions of some Familiar Figures
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‘Weird’ Objects What about these objects?
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How to ‘Measure’ dimensions?
One gets N copies if one scales by a factor r The dimension ‘d’ is given by OR
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The ‘Cantor Set’ This is the 1/3 Cantor Set Note here N=2 & r=3 Hence
i.e. Cantor Set is 0.63 dimensional !!
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The Koch Snowflake Note here N=4 & r=3 Hence i.e.
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The Sierpinski Gasket Here N=3, r=2 Using We have
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Fractals in Nature
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Computer Generated Fractals I
The ‘Julia Set’
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Computer Generated Fractals II
The ‘Mandelbrot Set’
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The Butterfly Effect Flap of a butterfly’s wing in Rio de Janeiro causes a hurricane in Lahore Mathematically sensitivity of a system on initial conditions Think Billiards
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The Logistic Map Very simple system exhibiting ‘chaos’
Can be a model for bacterial population ‘r’ can be thought of as net growth rate As ‘r’ varies one sees a drastic changes in behavior
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As were increase r ……..
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…. and …finally ……CHAOS Note sensitivity on IC
System does NOT ‘settle down’ Unpredictable!! Where are the fractals?
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The ‘Parameter Picture’
Choose different IC Run the system for long times Plot long time behavior for different ‘r’ The resulting picture has fractal structure!!
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Lorenz System (Butterfly Effect)
A simplified Weather Model For certain values of parameters is chaotic Q: Is our weather unpredictable?
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What should you take away?
Fractals are all around us There is an intrinsic link between chaotic systems and fractals Fractals can be generated easily on a computer Butterfly Effect was a cool movie!
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Credits: Thank you wikipedia contributors for many of the figures
Questions?? Credits: Thank you wikipedia contributors for many of the figures
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