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Convexity and Well-Posed Problems (CMS Books in Mathematics)

Posted on 2010-04-13




Name:Convexity and Well-Posed Problems (CMS Books in Mathematics)
ASIN/ISBN:0387287191
Author:Roberto Lucchetti
Publisher:Springer (2005)
Language:English
Pages:Hardcover, 305 pages
File size:13.95 Mb
   Convexity and Well-Posed Problems (CMS Books in Mathematics)

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Author: Roberto Lucchetti


Publisher: Springer (2005)


Binding: Hardcover, 305 pages


pricer: $89.95


ISBN-10: 0387287191


editorialreviews

This book deals with the study of convex functions and of their behavior from the point of view of stability with respect to perturbations. Convex functions are considered from the modern point of view that underlines the geometrical aspect: thus a function is defined as convex whenever its graph is a convex set. A primary goal of this book is to study the problems of stability and well-posedness, in the convex case. Stability means that the basic parameters of a minimum problem do not vary much if we slightly change the initial data. On the other hand, well-posedness means that points with values close to the value of the problem must be close to actual solutions. In studying this, one is naturally led to consider perturbations of functions and of sets. This approach fits perfectly with the idea of regarding functions as sets. Thus the second part of the book starts with a short, yet rather complete, overview of the so-called hypertopologies, i.e. topologies in the closed subsets of a metric space. While there exist numerous classic texts on the issue of stability, there only exists one book on hypertopologies [Beer 1993]. The current book differs from Beer¡¯s in that it contains a much more condensed explication of hypertopologies and is intended to help those not familiar with hypertopologies learn how to use them in the context of optimization problems.




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