Holger Rauhut's Books

A Mathematical Introduction to Compressive Sensing

By: Simon Foucart,Holger Rauhut

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A Mathematical Introduction to Compressive Sensing

By: Simon Foucart,Holger Rauhut

At the intersection of mathematics, engineering, and computer science sits the thriving field of compressive sensing. Based on the premise that data acquisition and compression can be performed simultaneously, compressive sensing finds applications in imaging, signal processing, and many other domains. In the areas of applied mathematics, electrical engineering, and theoretical computer science, an explosion of research activity has already followed the theoretical results that highlighted the efficiency of the basic principles. The elegant ideas behind these principles are also of independent interest to pure mathematicians. A Mathematical Introduction to Compressive Sensing gives a detailed account of the core theory upon which the field is build. With only moderate prerequisites, it is an excellent textbook for graduate courses in mathematics, engineering, and computer science. It also serves as a reliable resource for practitioners and researchers in these disciplines who want to acquire a careful understanding of the subject. A Mathematical Introduction to Compressive Sensing uses a mathematical perspective to present the core of the theory underlying compressive sensing.

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Page Count

634

Publisher

Springer Science & Business Media

Published Date

ISBN 10

0817649484

ISBN 13

9780817649487

Numerical Linear Algebra

An Introduction

By: Holger Wendland

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Numerical Linear Algebra

An Introduction

By: Holger Wendland

This self-contained introduction to numerical linear algebra provides a comprehensive, yet concise, overview of the subject. It includes standard material such as direct methods for solving linear systems and least-squares problems, error, stability and conditioning, basic iterative methods and the calculation of eigenvalues. Later chapters cover more advanced material, such as Krylov subspace methods, multigrid methods, domain decomposition methods, multipole expansions, hierarchical matrices and compressed sensing. The book provides rigorous mathematical proofs throughout, and gives algorithms in general-purpose language-independent form. Requiring only a solid knowledge in linear algebra and basic analysis, this book will be useful for applied mathematicians, engineers, computer scientists, and all those interested in efficiently solving linear problems.

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Page Count

420

Publisher

Cambridge University Press

Published Date

ISBN 10

1108548636

ISBN 13

9781108548632

Understanding Body Shapes of Animals

Shapes as mechanical constructions and Systems moving on minimal energy level

By: Holger Preuschoft

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Understanding Body Shapes of Animals

Shapes as mechanical constructions and Systems moving on minimal energy level

By: Holger Preuschoft

This book discusses how and why animals evolved into particular shapes. The book identifies the physical laws which decide over the evolutionary (selective) value of body shape and morphological characters. Comparing the mechanical necessities with morphological details, the author attempts to understand how evolution works, and which sorts of limitations are set by selection. The book explains morphological traits in more biomechanical detail without getting lost in physics, or in methods. Most emphasis is placed on the proximate question, namely the identification of the mechanical stresses which must be sustained by the respective body parts, when they move the body or its parts against resistance. In the first part of the book the focus is on ‘primitive’ animals and later on the emphasis shifts to highly specialized mammals. Readers will learn more about living and fossil animals. A section of the book is dedicated to human evolution but not to produce another evolutionary tree, nor to refine a former one, but to contribute to answering the question: “WHY early humans have developed their particular body shape".

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Page Count

587

Publisher

Springer Nature

Published Date

ISBN 10

3030276686

ISBN 13

9783030276683

A Mathematical Introduction to Compressive Sensing

By: Simon Foucart,Holger Rauhut

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A Mathematical Introduction to Compressive Sensing

By: Simon Foucart,Holger Rauhut

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

634

Publisher

Springer Science & Business Media

Published Date

ISBN 10

0817649484

ISBN 13

9780817649487

Book's by Holger Rauhut

A Mathematical Introduction to Compressive Sensing

A Mathematical Introduction to Compressive Sensing

Numerical Linear Algebra

Numerical Linear Algebra

Understanding Body Shapes of Animals

Understanding Body Shapes of Animals

A Mathematical Introduction to Compressive Sensing

A Mathematical Introduction to Compressive Sensing

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