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Convex functions, monotone operators and differentiability

These notes start with an introduction to the differentiability of convex functions on Banach spaces, leading to the study of Asplund spaces and their intriguing relationship to monotone operators (and more general set-values maps) and Banach spaces with the Radon-Nikodym property. While much of thi...

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Autor principal: Phelps, Robert R
Lenguaje:eng
Publicado: Springer 1989
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-662-21569-2
http://cds.cern.ch/record/1691831
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author Phelps, Robert R
author_facet Phelps, Robert R
author_sort Phelps, Robert R
collection CERN
description These notes start with an introduction to the differentiability of convex functions on Banach spaces, leading to the study of Asplund spaces and their intriguing relationship to monotone operators (and more general set-values maps) and Banach spaces with the Radon-Nikodym property. While much of this is classical, some of it is presented using streamlined proofs which were not available until recently. Considerable attention is paid to contemporary results on variational principles and perturbed optimization in Banach spaces, exhibiting their close connections with Asplund spaces. An introductory course in functional analysis is adequate background for reading these notes which can serve as the basis for a seminar of a one-term graduate course. There are numerous excercises, many of which form an integral part of the exposition.
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spelling cern-16918312021-04-21T21:06:43Zdoi:10.1007/978-3-662-21569-2http://cds.cern.ch/record/1691831engPhelps, Robert RConvex functions, monotone operators and differentiabilityMathematical Physics and MathematicsThese notes start with an introduction to the differentiability of convex functions on Banach spaces, leading to the study of Asplund spaces and their intriguing relationship to monotone operators (and more general set-values maps) and Banach spaces with the Radon-Nikodym property. While much of this is classical, some of it is presented using streamlined proofs which were not available until recently. Considerable attention is paid to contemporary results on variational principles and perturbed optimization in Banach spaces, exhibiting their close connections with Asplund spaces. An introductory course in functional analysis is adequate background for reading these notes which can serve as the basis for a seminar of a one-term graduate course. There are numerous excercises, many of which form an integral part of the exposition.Springeroai:cds.cern.ch:16918311989
spellingShingle Mathematical Physics and Mathematics
Phelps, Robert R
Convex functions, monotone operators and differentiability
title Convex functions, monotone operators and differentiability
title_full Convex functions, monotone operators and differentiability
title_fullStr Convex functions, monotone operators and differentiability
title_full_unstemmed Convex functions, monotone operators and differentiability
title_short Convex functions, monotone operators and differentiability
title_sort convex functions, monotone operators and differentiability
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-662-21569-2
http://cds.cern.ch/record/1691831
work_keys_str_mv AT phelpsrobertr convexfunctionsmonotoneoperatorsanddifferentiability