0 Mėgstami
0Krepšelis

Fixed-Point Algorithms for Inverse Problems in Science and Engineering

254,08 
254,08 
2025-07-31 254.0800 InStock
Nemokamas pristatymas į paštomatus per 13-17 darbo dienų užsakymams nuo 19,00 

Knygos aprašymas

"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.

Informacija

Serija: Springer Optimization and Its Applications
Leidėjas: Springer New York
Išleidimo metai: 2013
Knygos puslapių skaičius: 416
ISBN-10: 1461429005
ISBN-13: 9781461429005
Formatas: Knyga minkštu viršeliu
Kalba: Anglų
Žanras: Numerical analysis

Pirkėjų atsiliepimai

Parašykite atsiliepimą apie „Fixed-Point Algorithms for Inverse Problems in Science and Engineering“

Būtina įvertinti prekę

Goodreads reviews for „Fixed-Point Algorithms for Inverse Problems in Science and Engineering“