Noise Sensitivity of Boolean Functions and Percolation

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This is a graduate-level introduction to the theory of Boolean functions, an exciting area lying on the border of probability theory, discrete mathematics, analysis, and theoretical computer science. Certain functions are highly sensitive to noise; this can be seen via Fourier analysis on the hypercube. The key model analyzed in depth is critical percolation on the hexagonal lattice. For this mode...
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This is a graduate-level introduction to the theory of Boolean functions, an exciting area lying on the border of probability theory, discrete mathematics, analysis, and theoretical computer science. Certain functions are highly sensitive to noise; this can be seen via Fourier analysis on the hypercube. The key model analyzed in depth is critical percolation on the hexagonal lattice. For this mode...
Read more
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  • Formats: epub
  • ISBN: 9781316120620
  • Publication Date: 22 Dec 2014
  • Publisher: Cambridge University Press
  • Product language: English
  • Drm Setting: DRM