Fixed-Point Algorithms for Inverse Problems in Science and Engineering

Language: English

Published by Springer, Springer Jun 2011, 2011

1441995684 / 9781441995681

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 # 9781441995681

Title
Fixed-Point Algorithms for Inverse Problems in Science and Engineering
Author
Heinz H. Bauschke
Publisher
Springer, Springer Jun 2011
Publication year
2011
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1441995684
ISBN 13
9781441995681
Item weight
787 grams
Dimensions
241x160x27 mm
Series
Book 44 of 176: Springer Optimization and Its Applications

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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