Search Results

Fixed-Point Algorithms for Inverse Problems in Science and Engineering

Download or Read eBook Fixed-Point Algorithms for Inverse Problems in Science and Engineering PDF written by Heinz H. Bauschke and published by Springer Science & Business Media. This book was released on 2011-05-27 with total page 409 pages. Available in PDF, EPUB and Kindle.
Fixed-Point Algorithms for Inverse Problems in Science and Engineering
Author :
Publisher : Springer Science & Business Media
Total Pages : 409
Release :
ISBN-10 : 9781441995698
ISBN-13 : 1441995692
Rating : 4/5 (98 Downloads)

Book Synopsis Fixed-Point Algorithms for Inverse Problems in Science and Engineering by : Heinz H. Bauschke

Book excerpt: "Fixed-Point Algorithms for Inverse Problems in Science and Engineering" presents some of the most recent work from top-notch researchers studying projection and other first-order fixed-point algorithms in several areas of mathematics and the applied sciences. The material presented provides a survey of the state-of-the-art theory and practice in fixed-point algorithms, identifying emerging problems driven by applications, and discussing new approaches for solving these problems. This book incorporates diverse perspectives from broad-ranging areas of research including, variational analysis, numerical linear algebra, biotechnology, materials science, computational solid-state physics, and chemistry. Topics presented include: Theory of Fixed-point algorithms: convex analysis, convex optimization, subdifferential calculus, nonsmooth analysis, proximal point methods, projection methods, resolvent and related fixed-point theoretic methods, and monotone operator theory. Numerical analysis of fixed-point algorithms: choice of step lengths, of weights, of blocks for block-iterative and parallel methods, and of relaxation parameters; regularization of ill-posed problems; numerical comparison of various methods. Areas of Applications: engineering (image and signal reconstruction and decompression problems), computer tomography and radiation treatment planning (convex feasibility problems), astronomy (adaptive optics), crystallography (molecular structure reconstruction), computational chemistry (molecular structure simulation) and other areas. Because of the variety of applications presented, this book can easily serve as a basis for new and innovated research and collaboration.


Fixed-Point Algorithms for Inverse Problems in Science and Engineering Related Books

Fixed-Point Algorithms for Inverse Problems in Science and Engineering
Language: en
Pages: 409
Authors: Heinz H. Bauschke
Categories: Mathematics
Type: BOOK - Published: 2011-05-27 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

"Fixed-Point Algorithms for Inverse Problems in Science and Engineering" presents some of the most recent work from top-notch researchers studying projection an
Iterative Optimization in Inverse Problems
Language: en
Pages: 298
Authors: Charles Byrne
Categories: Business & Economics
Type: BOOK - Published: 2014-02-12 - Publisher: CRC Press

DOWNLOAD EBOOK

Iterative Optimization in Inverse Problems brings together a number of important iterative algorithms for medical imaging, optimization, and statistical estimat
Parallel Operator Splitting Algorithms with Application to Imaging Inverse Problems
Language: en
Pages: 208
Authors: Chuan He
Categories: Computers
Type: BOOK - Published: 2023-08-28 - Publisher: Springer Nature

DOWNLOAD EBOOK

Image denoising, image deblurring, image inpainting, super-resolution, and compressed sensing reconstruction have important application value in engineering pra
Splitting Methods in Communication, Imaging, Science, and Engineering
Language: en
Pages: 822
Authors: Roland Glowinski
Categories: Mathematics
Type: BOOK - Published: 2017-01-05 - Publisher: Springer

DOWNLOAD EBOOK

This book is about computational methods based on operator splitting. It consists of twenty-three chapters written by recognized splitting method contributors a
Mathematical Analysis and Applications
Language: en
Pages: 767
Authors: Michael Ruzhansky
Categories: Mathematics
Type: BOOK - Published: 2018-04-05 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

An authoritative text that presents the current problems, theories, and applications of mathematical analysis research Mathematical Analysis and Applications: S
Scroll to top