Fixed-Point Algorithms for Inverse Problems in Science and Engineering

Language: English

Published by Springer, Springer Aug 2013, 2013

1461429005 / 9781461429005

Series: Book 44 of 176 - Springer Optimization and Its Applications

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This item is printed on demand - Print on Demand Titel. Neuware -'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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 416 pp. Englisch.

Seller Inventory # 9781461429005

Title
Fixed-Point Algorithms for Inverse Problems in Science and Engineering
Author
Heinz H. Bauschke
Publisher
Springer, Springer Aug 2013
Publication year
2013
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1461429005
ISBN 13
9781461429005
Item weight
628 grams
Dimensions
235x155x23 mm
Series
Book 44 of 176: Springer Optimization and Its Applications

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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AbeBooks seller since January 23, 2017

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