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Sparse Solutions of Underdetermined Linear Systems (Paperback) Loot Price: R2,302
Discovery Miles 23 020
You Save: R1,285 (36%)
Sparse Solutions of Underdetermined Linear Systems (Paperback): Ming-Jun Lai, Yang Wang

Sparse Solutions of Underdetermined Linear Systems (Paperback)

Ming-Jun Lai, Yang Wang

Series: Other Titles in Applied Mathematics

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Was R3,587 Loot Price R2,302 Discovery Miles 23 020 | Repayment Terms: R216 pm x 12* You Save R1,285 (36%)

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This 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. Sparse Solutions of Underdetermined Linear Systems: Contains 72 algorithms for finding sparse solutions of underdetermined linear systems and their applications for matrix completion, graph clustering, and phase retrieval. Provides a detailed explanation of these algorithms including derivations and convergence analysis. Includes exercises for each chapter to help the reader understand the material. This textbook is appropriate for graduate students in math and applied math, computer science, statistics, data science, and engineering. Advisors and postdocs will also find the book of interest. It is appropriate for the following courses: Advanced Numerical Analysis, Special Topics on Numerical Analysis, Topics on Data Science, Topics on Numerical Optimization, and Topics on Approximation Theory.

General

Imprint: Society For Industrial & Applied Mathematics,U.S.
Country of origin: United States
Series: Other Titles in Applied Mathematics
Release date: April 2021
Authors: Ming-Jun Lai • Yang Wang
Dimensions: 179 x 261 x 30mm (L x W x T)
Format: Paperback
Pages: 437
ISBN-13: 978-1-61197-650-2
Categories: Books > Science & Mathematics > Mathematics > Numerical analysis
Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Science & Mathematics > Mathematics > Geometry > Algebraic geometry
Books > Science & Mathematics > Mathematics > Optimization > Linear programming
Books > Science & Mathematics > Mathematics > Applied mathematics > General
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LSN: 1-61197-650-2
Barcode: 9781611976502

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