Totally Convex Functions for Fixed Points Computation and Infinite Dimensional Optimization

Language: English

Published by Kluwer Academic Publishers, US, 2000

079236287X / 9780792362876

Series: Book 3 of 20 - Applied Optimization

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The main purpose of this book is to present, in a unified approach, several algorithms for fixed point computation, convex feasibility and convex optimization in infinite dimensional Banach spaces, and for problems involving, eventually, infinitely many constraints. For instance, methods like the simultaneous projection algorithm for feasibility, the proximal point algorithm and the augmented Lagrangian algorithm are rigorously formulated and analyzed in this general setting and shown to be applicable to much wider classes of problems than previously known. For this purpose, a new basic concept, "total convexity", is introduced. Its properties are deeply explored, and a comprehensive theory is presented, bringing together previously unrelated ideas from Banach space geometry, finite dimensional convex optimization and functional analysis. For making a general approach possible the work aims to improve upon classical results like the Holder-Minkowsky inequality of andlagran;p.This book should be of interest to both researchers in nonlinear analysis and to applied mathematicians dealing with numerical solution of integral equations, equilibrium problems, image reconstruction, and optimal control.…

Seller Inventory # LU-9780792362876

Title
Totally Convex Functions for Fixed Points Computation and Infinite Dimensional Optimization
Author
Dan Butnariu, Alfredo N. Iusem
Publisher
Kluwer Academic Publishers, US
Publication year
2000
Condition
New
Binding
Hardback
Language
English
ISBN 10
079236287X
ISBN 13
9780792362876
Series
Book 3 of 20: Applied Optimization

Rarewaves.com UK

London, United Kingdom

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