Convexity and well-posed problems

Intended for graduate students especially in mathematics, physics, and economics, this book deals with the study of convex functions and of their behavior from the point of view of stability with respect to perturbations. The primary goal is the study of the problems of stability and well-posedness,...

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Autore principale: Lucchetti, Roberto, 1950-
Natura: Livre numérique
Lingua:Anglais
Pubblicazione: New York, NY : Springer New York [20..].
Cham : Springer Nature
Edizione:1st ed. 2006.
Serie:CMS Books in Mathematics, Ouvrages de mathématiques de la SMC
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Nota: Description d'après consultation du 16 mars 2011
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Edition sous un autre format:• Convexity and Well-Posed Problems, Texte imprimé, 9780387509372
• Convexity and Well-Posed Problems, Texte imprimé, 9781441921116
• Convexity and well-posed problems, Roberto Lucchetti, 2006, New York, Springer, 1 vol. (XIV-305 p.), CMS books in mathematics, 0-387-28719-1
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Riassunto:Intended for graduate students especially in mathematics, physics, and economics, this book deals with the study of convex functions and of their behavior from the point of view of stability with respect to perturbations. The primary goal is the study of the problems of stability and well-posedness, in the convex case. Stability means the basic parameters of a minimum problem do not vary much if we slightly change the initial data. 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 both functions and of sets. The book includes a discussion of numerous topics, including: * hypertopologies, ie, topologies on the closed subsets of a metric space; * duality in linear programming problems, via cooperative game theory; * the Hahn-Banach theorem, which is a fundamental tool for the study of convex functions; * questions related to convergence of sets of nets; * genericity and porosity results; * algorithms for minimizing a convex function. In order to facilitate use as a textbook, the author has included a selection of examples and exercises, varying in degree of difficulty. Robert Lucchetti is Professor of Mathematics at Politecnico di Milano. He has taught this material to graduate students at his own university, as well as the Catholic University of Brescia, and the University of Pavia
Descrizione del documento:Description d'après consultation du 16 mars 2011
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Bibliografia:Bibliogr. p. 299-301. Index
ISBN:9780387310824
ISSN:2197-4152
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