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Sparse Optimization Theory and Methods

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Sparse Optimization Theory And Methods

Pub Date : 2018-07-04 | Author : Yun-Bin Zhao | Publisher : CRC Press

ISBN 10 : 9781351624145
ISBN 13 : 1351624148

Seeking sparse solutions of underdetermined linear systems is required in many areas of engineering and science such as signal and image processing. The efficient sparse representa..


Optimization Theory And Methods

Pub Date : 2006-08-06 | Author : Wenyu Sun | Publisher : Springer Science & Business Media

ISBN 10 : 9780387249766
ISBN 13 : 0387249761

Optimization Theory and Methods can be used as a textbook for an optimization course for graduates and senior undergraduates. It is the result of the author's teaching and research..


Sparse And Redundant Representations

Pub Date : 2010-08-12 | Author : Michael Elad | Publisher : Springer Science & Business Media

ISBN 10 : 9781441970114
ISBN 13 : 1441970118

A long long time ago, echoing philosophical and aesthetic principles that existed since antiquity, William of Ockham enounced the principle of parsimony, better known today as Ockh..


Introduction To Nonsmooth Optimization

Pub Date : 2014-08-12 | Author : Adil Bagirov | Publisher : Springer

ISBN 10 : 9783319081144
ISBN 13 : 3319081144

This book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily differentiable optimization). Solving these kinds of problems plays a critical role in many..


Direct Methods For Sparse Linear Systems

Pub Date : 2006-09-01 | Author : Timothy A. Davis | Publisher : SIAM

ISBN 10 : 9780898716139
ISBN 13 : 0898716136

The sparse backslash book. Everything you wanted to know but never dared to ask about modern direct linear solvers. Chen Greif, Assistant Professor, Department of Computer Science,..


Optimization Methods

Pub Date : 2012-09-11 | Author : Marco Cavazzuti | Publisher : Springer Science & Business Media

ISBN 10 : 9783642311864
ISBN 13 : 3642311865

This book is about optimization techniques and is subdivided into two parts. In the first part a wide overview on optimization theory is presented. Optimization is presented as bei..


Sparse Matrix Computations

Pub Date : 2014-05-10 | Author : James R. Bunch | Publisher : Academic Press

ISBN 10 : 9781483263403
ISBN 13 : 1483263401

Sparse Matrix Computations is a collection of papers presented at the 1975 Symposium by the same title, held at Argonne National Laboratory. This book is composed of six parts enco..


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