Sparse Solutions of Underdetermined Linear Systems Lai Wang Paperback
Sparse Solutions of Underdetermined Linear SystemsAuthor(s): Ming-Jun Lai, Yang Wang\nFormat: Paperback\nPublisher: Society for Industrial & Applied Mathematics,U.S., United States\nImprint: Society for Industrial & Applied Mathematics,U.S.\nISBN-13: 9781611976502, 978-1611976502\nSynopsis\nThis textbook presents a special solution of underdetermined linear systems where the number of nonzero entries in the solution is very small compared to the total number of entries. This is called sparse solution. As underdetermined linear systems can be very different, the authors explain how to compute a sparse solution by many approaches.\n\nSparse Solutions of Underdetermined Linear Systems:\n\nContains 72 algorithms for finding sparse solutions of underdetermined linear systems and their applications for matrix completion, graph clustering, and phase retrieval.\nProvides a detailed explanation of these algorithms including derivations and convergence analysis.\nIncludes exercises for.
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