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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..

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,..

Sparse Modeling

Pub Date : 2014-12-01 | Author : Irina Rish | Publisher : CRC Press

ISBN 10 : 9781439828694
ISBN 13 : 1439828695

Sparse models are particularly useful in scientific applications, such as biomarker discovery in genetic or neuroimaging data, where the interpretability of a predictive model is e..

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..

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