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Sparse Approximation with Bases (Advanced Courses in Mathematics - CRM Barcelona)

Vladimir Temlyakov




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 | #5982751 in Books |  2015-03-28 | Original language:English | PDF # 1 |  .51 x6.64 x9.54l,.0 | File type: PDF | 261 pages

|| ||“This book mainly deals with a kind of interesting and current nonlinear approximation called m-term approximation, or sparse approximation, with bases. … The book is based on numerous research papers of the author and is recommended to researche

This book systematically presents recent fundamental results on greedy approximation with respect to bases.

Motivated by numerous applications, the last decade has seen great successes in studying nonlinear sparse approximation. Recent findings have established that greedy-type algorithms are suitable methods of nonlinear approximation in both sparse approximation with respect to bases and sparse approximation with respect to redundant systems. These insi...

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