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Nonlinear wavelet approximation in anisotropic Besov spaces

Posted on:2001-09-03Degree:Ph.DType:Dissertation
University:Purdue UniversityCandidate:Leisner, Christopher JohnFull Text:PDF
GTID:1460390014953305Subject:Mathematics
Abstract/Summary:
We introduce new anisotropic wavelet decompositions associated with the smoothness beta, beta = (beta1, ..., betad), beta 1, ..., betad > 0 of multi-dimensional data as measured in anisotropic Besov spaces Bbeta. We give the rate of compression of these wavelet decompositions of functions f ∈ Bbeta. Finally, we prove that, among a general class of anisotropic wavelet decompositions of a function f ∈ Bbeta the anisotropic wavelet decomposition associated with beta yields the optimal rate of compression of the wavelet decomposition of f.
Keywords/Search Tags:Wavelet, Anisotropic, Beta
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